tree version=v4 num_class=1 num_tree_per_iteration=1 label_index=0 max_feature_idx=10 objective=binary sigmoid:1 feature_names=request_url_percentage script_percentage link_percentage TTL ip_address_count count_domain_occurrences domain_registration_length abnormal_url age_of_domain page_rank_decimal bert_confidence feature_infos=[0:1] [0:1] [0:1] [0:21600] [1:27] [0:80004] [4:3246] [0:1] [0:13384] [0:10] [4.3460634202574511e-08:1] tree_sizes=3406 3522 3519 3537 3521 3501 3508 3504 3529 3526 3511 3527 3525 3496 3503 3510 3534 3507 3535 3517 3550 3504 3535 3491 3493 3522 3529 3499 3497 3553 3537 3561 3514 3527 3505 3518 3517 3532 3502 3568 3514 3565 3542 3542 3524 3557 3514 3533 3552 3564 3539 3520 3563 3506 3515 3553 3567 3505 3510 3508 3524 3587 3532 3558 3535 3518 3501 3548 3584 3512 3519 3561 3514 3548 3520 3510 3508 3550 3546 3510 3569 3512 3584 3517 3546 3524 3509 3535 3561 3589 3555 3572 3513 3529 3530 3563 3530 3515 3583 3516 3512 3518 3571 3558 3517 3523 3582 3563 3553 3557 3563 3516 3510 3545 3579 3510 3543 3560 3519 3517 3552 3548 3572 3570 3559 3522 3578 3584 3521 3522 3521 3579 3563 3563 3565 3581 3535 3530 3567 3569 3532 3581 3534 3543 3522 3534 3572 3580 3538 3584 3573 3534 3529 3576 3559 3532 3539 3535 3577 3577 3583 3561 3521 3532 3607 3533 3521 3529 3526 3571 3518 3527 3517 3520 3511 3581 3524 3530 3522 3510 3516 3567 3507 3580 3532 3513 3548 3532 3586 3582 3575 3583 3554 3598 3597 3512 3572 3576 3593 3532 3579 3537 3587 3574 3544 3541 3608 3521 3523 3546 3579 3584 3528 3575 3561 3586 3519 3535 3596 3531 3531 3531 3572 3537 3555 3528 3527 3516 3544 3579 3524 3571 3530 3591 3568 3589 3583 3569 3591 3585 3586 3533 3589 3530 3596 3592 3525 3531 3555 3556 3580 3552 3537 3528 3605 3550 3573 3519 3581 3594 3566 3551 3578 3540 3534 3549 3531 3542 3584 3551 3520 3583 3586 3527 3511 3543 3581 3540 3551 3534 3596 3538 3586 3590 3528 3583 3552 3590 3581 3588 3536 3564 3567 3523 3534 3589 3532 3555 3580 3582 3542 3545 3601 3551 3562 3560 3567 3541 3588 3536 3536 3534 3600 3542 3542 3590 3575 3547 3553 3538 3527 3547 3526 3603 3529 3608 3603 3591 3605 3530 3545 3535 3545 3593 3546 3590 3548 3560 3548 3603 3570 3547 3552 3553 3537 3554 3545 3558 3582 3548 3549 3548 3541 3600 3523 3540 3597 3545 3584 3545 3574 3550 3562 3536 3604 3534 3589 3561 3604 3526 3599 3589 3594 3579 3576 3545 3588 3566 3587 3559 3554 3555 3584 3565 3596 3539 3538 3589 3544 3563 3557 3592 3564 3544 3547 3559 3549 3557 3577 3566 3592 3574 3550 3576 3571 3549 3581 3555 3561 3595 3580 3586 3566 3526 3515 3580 3596 3532 3545 3617 3584 3540 3568 3563 3542 3578 3572 3541 3533 3568 3530 3569 3568 3575 3563 3568 3538 3564 3563 3578 3592 3537 3575 3579 3550 3590 3562 3552 3575 3548 3608 3552 3547 3547 3555 3557 3609 3570 3573 3564 3581 3591 3569 3550 3581 3547 3551 3571 3541 3568 3576 3571 3562 3559 3593 3558 3570 3562 3589 3571 3560 3568 3611 3586 3568 3553 3574 3591 3559 3541 3524 3610 3538 3564 3578 3547 3554 3570 3574 3568 3587 3564 3568 3549 3571 3537 3561 3554 3568 3559 3550 3531 3591 3562 3582 3576 3571 3571 3546 3561 3513 3573 3546 3590 3609 3557 3562 3527 3573 3579 3566 3590 3585 3550 3563 3574 3549 3555 3569 3569 3569 3569 3558 3544 3557 3580 3574 3599 3579 3579 3572 3554 3554 3534 3548 3525 3548 3533 3545 3573 3552 3563 3574 3562 3579 3550 3559 3595 3570 3568 3577 3538 3550 3569 3568 3558 3569 3564 3584 3554 3541 3562 3534 3569 3534 3545 3558 3573 3577 3589 3523 3589 3582 3543 3533 3560 3541 3582 3591 3545 3550 3566 3558 3569 3578 3481 3569 3568 3571 3595 3566 3581 3525 3533 3568 3564 3562 3527 3575 3547 3551 3557 3549 3567 3560 3563 3538 3552 3553 3542 3533 3565 3576 3564 3549 3541 3562 3582 3579 3513 3575 3499 3550 3553 3564 3576 3588 3561 3501 3565 3563 3520 3545 3574 3565 3572 3526 3487 3536 3539 3558 3531 3578 3589 3576 3541 3578 3591 3555 3595 3486 3560 3571 3556 3564 3550 3600 3534 3553 3558 3557 3512 3564 3576 3532 3480 3522 3540 3551 3520 3586 3580 3565 3551 3568 3554 3559 3529 3572 3523 3550 3544 3552 3549 3545 3527 3576 3524 3581 3536 3539 3530 3530 3548 3548 3575 3557 3535 3567 3551 3547 3573 3560 3554 3566 3549 3569 3557 3524 3570 3554 3563 3564 3542 3566 3494 3564 3557 3550 3550 3543 3580 3531 3576 3497 3572 3536 3559 3558 3540 3549 3569 3586 3556 3544 3568 3527 3587 3527 3504 3543 3539 3557 3541 3453 3555 3604 3564 3540 3575 3584 3539 3526 3545 3563 3571 3544 3600 3543 3520 3557 3528 3557 3537 3533 3562 3509 3512 3560 3487 3555 3551 3556 3516 3523 3518 3547 3546 3551 3580 Tree=0 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 10 1 9 1 10 9 10 9 10 9 10 10 10 9 9 10 9 4 10 9 9 9 9 2 split_gain=784616 11251.6 10389.8 3464.18 1999.8 1345.75 755.71 741.557 738.737 684.774 555.805 446.197 386.99 361.801 278.693 193.677 170.151 147.229 133.205 131.519 116.863 116.766 116.147 115.473 109.679 105.657 105.155 113.273 98.0743 108.798 threshold=0.51461192965507518 0.036334333941340412 0.97252115607261669 2.6750000000000003 2.6750000000000003 0.0013712961226701001 0.99894970655441295 0.034723896792862259 1.6450000000000002 0.047905909351692456 0.8784809708595277 3.1750000000000003 0.18897357583045957 2.6750000000000003 0.18897357583045957 3.5050000000000003 0.0070173616986721008 0.0089773964136838514 0.18897357583045957 3.3550000000000004 6.0250000000000012 0.78322452306747448 3.1150000000000007 1.5000000000000002 0.00014260681928130004 5.6250000000000009 3.6650000000000005 6.3250000000000011 5.5150000000000006 0.19929078014184398 decision_type=2 2 2 10 10 2 2 2 10 2 2 10 2 8 2 10 2 2 2 10 10 2 10 10 2 10 10 10 10 2 left_child=1 5 4 13 -2 24 11 14 16 21 15 -4 19 18 -5 -11 -7 -10 -3 -9 23 -6 -14 -17 -1 -21 -12 -28 29 -13 right_child=2 3 6 7 9 8 -8 12 17 10 26 28 22 -15 -16 20 -18 -19 -20 25 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-1.4870566811429748 -1.4282871536968746 -1.4606627031671542 -1.4231151357312266 -1.4691802143727779 -1.4448412652613716 -1.4749365916026904 -1.4214409372952324 -1.471051194307393 -1.4843733952829603 -1.4474369214651341 -1.4358522229629895 -1.428962837557213 -1.4594798316186106 -1.4383918266681108 -1.4559974902374822 -1.458318947782332 -1.4621957024899073 -1.4812452608449458 -1.4466228325519046 -1.4804263338158761 -1.4491304801530527 -1.4351190885485632 -1.4716240307049653 -1.467650324055664 -1.4858554515201827 -1.4724383181992267 -1.4491787478799492 -1.4348115146159675 -1.4292355030137969 -1.438613618018868 leaf_weight=93845.753944292665 639.61874954402447 154.41163368523121 975.86940228939056 392.31768362224102 205.62962405383587 261.99971996247768 20527.806861698627 213.05471733212471 4263.6703994125128 152.59324349462986 113.6493869125843 171.68634049594402 86.373534053564072 282.00201205909252 271.24320343136787 387.77170814573765 174.71699081361294 2325.1149237155914 120.16528509557247 1338.4867127984762 87.585794180631638 309.4293974339962 892.67805106937885 201.53824612498283 8270.9477819502354 188.96104730665684 327.61329934000969 65.916644409298897 459.29505564272404 365.49642831087112 leaf_count=619311 4221 1019 6440 2589 1357 1729 135468 1406 28137 1007 750 1133 570 1861 1790 2559 1153 15344 793 8833 578 2042 5891 1330 54582 1247 2162 435 3031 2412 internal_value=-1.47486 -1.48607 -1.42415 -1.46947 -1.44353 -1.48667 -1.42201 -1.47327 -1.48243 -1.4488 -1.45257 -1.42792 -1.47558 -1.44635 -1.46379 -1.45761 -1.46984 -1.48327 -1.45452 -1.47841 -1.45991 -1.439 -1.47055 -1.46151 -1.48696 -1.47944 -1.44433 -1.44677 -1.43263 -1.43553 internal_weight=0 113082 24991.5 3939.69 2491.35 109142 22500.2 3383.11 7025.5 1851.73 1336.67 1972.35 2719.55 556.579 663.561 829.489 436.717 6588.79 274.577 1740.5 676.896 515.059 979.052 589.31 102117 1527.45 507.179 393.53 996.478 537.183 internal_count=911180 746255 164925 25999 16441 720256 148484 22326 46363 12220 8821 13016 17947 3673 4379 5474 2882 43481 1812 11486 4467 3399 6461 3889 673893 10080 3347 2597 6576 3545 is_linear=0 shrinkage=1 Tree=1 num_leaves=31 num_cat=0 split_feature=5 2 1 2 2 5 1 0 4 1 4 1 1 1 4 2 1 1 4 4 4 1 2 0 4 4 4 5 2 1 split_gain=110131 21989.2 11372.5 8921.36 14683.5 8562.48 6475.86 5151.7 4674.37 3930.57 2696.88 3306.74 4015.56 3475.78 2694.77 2569.26 2316.13 3372.91 2144.01 2116.58 2053.77 1865.07 1735.77 1600.12 1851.53 1553.74 1531.8 1336.5 1320.32 2051.76 threshold=1.5000000000000002 0.50155279503105599 0.98936170212765973 0.49341991341991348 0.33477011494252878 4.5000000000000009 0.091372912801484213 1.0000000180025095e-35 1.5000000000000002 0.74891304347826104 1.5000000000000002 0.50144508670520238 0.49844720496894418 0.25092592592592594 5.5000000000000009 0.33248299319727892 0.75110619469026563 0.96213569039656011 1.5000000000000002 2.5000000000000004 1.5000000000000002 0.66751700680272119 0.75937646507266776 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 8.5000000000000018 1.0000000180025095e-35 0.90943267259056748 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 10 2 8 2 2 2 8 2 2 2 10 10 10 2 2 2 10 10 10 2 2 2 left_child=1 3 5 4 8 10 28 18 9 21 -2 12 13 -12 -4 26 27 -18 -8 23 -7 -1 -9 24 -5 -14 -10 -11 -3 -30 right_child=2 6 14 19 -6 20 7 22 15 16 11 -13 25 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.018499869154893239 -0.00291798434420969 0.036768457312156326 0.012088934379414997 0.010604660147657499 -0.0011985511185578128 -0.0069547239607243121 0.0015647222714351148 0.017930290158586236 0.0051795993712154672 0.04038109320024124 0.0162861464509317 -0.0071119544165771133 0.036418511691465219 -0.0079102305736367812 0.044287726745964651 0.027046878628008898 0.0051030011129795487 0.028947041336387768 -0.0068366911373740416 -0.0048413094460290299 -0.01029315709630573 0.00037487400201601054 -0.002345418502334004 0.030877083847758242 0.029299978920271499 -0.01059909479001557 0.030786916000783652 -0.0051507489435197278 0.018145713383654425 -0.0018772329706494698 leaf_weight=7731.5497502088547 7966.3132676780224 277.73724634945393 1674.963521361351 997.90257975459099 4860.0552158653736 42328.127855360508 7026.9492820948362 1984.6294115334749 3799.8880700618029 1501.7027420252562 1366.050908356905 1232.1354302465916 710.12217053771019 1050.0061948150396 307.66580098867416 737.54893869161606 756.09428742527962 2754.6885741353035 5350.3350848406553 204.34521368145943 32635.144721239805 612.71966700255871 536.32240051031113 5023.5480108857155 1129.1703201681376 78.004640981554985 248.90154223144054 67.358868107199669 2482.1620343774557 644.68439891934395 leaf_count=50432 52670 1790 10972 6544 32095 280538 46326 12950 24991 9660 8921 8165 4580 6961 1973 4785 4973 17856 35455 1352 216728 4043 3545 32527 7316 518 1611 446 16198 4259 internal_value=0 0.0120915 -0.00659727 0.0173017 0.0142443 -0.00713472 0.0034304 0.000586896 0.0183657 0.0213909 0.000561837 0.00681056 0.0121643 0.00577052 0.0170856 0.00988087 0.028326 0.0238119 -0.00206696 0.0268921 -0.00840811 0.017169 0.0136167 0.0277989 0.0205292 0.031765 0.00675382 0.0384264 0.0158734 0.0140174 internal_weight=0 48728.3 89348.5 30425.5 23070.5 87365.9 18302.8 14898.2 18210.5 13424.1 12402.6 4436.32 3204.18 2416.06 1982.63 4786.34 5079.84 3510.78 12377.3 7354.97 74963.3 8344.27 2520.95 7150.62 2127.07 788.127 4048.79 1569.06 3404.58 3126.85 internal_count=911180 319154 592026 198631 150892 579081 120523 98276 118797 87410 81815 29145 20980 15882 12945 31387 32935 22829 81781 47739 497266 54475 16495 46387 13860 5098 26602 10106 22247 20457 is_linear=0 shrinkage=0.01 Tree=2 num_leaves=31 num_cat=0 split_feature=9 9 9 5 1 9 5 9 4 9 5 5 9 1 1 9 0 9 1 9 1 9 9 9 0 1 1 1 0 5 split_gain=375644 16491.2 16262.6 9013.8 5542.01 6341.26 5308.13 6699.4 12790.3 3589.31 3020.26 2792.06 2394.6 1693.54 1416.98 1407.36 1265.11 1143.17 1042.27 985.9 841.595 775.137 769.896 1335.09 706.711 695.473 697.214 685.644 1257.05 843.084 threshold=2.9750000000000005 2.1250000000000004 3.5950000000000002 16.500000000000004 0.96213569039656011 6.1150000000000011 4.5000000000000009 6.2550000000000008 1.5000000000000002 7.0450000000000008 1.5000000000000002 1.5000000000000002 8.8300000000000018 0.77442071785552036 0.31296641791044782 4.5750000000000011 1.0000000180025095e-35 2.1250000000000004 0.055738304093567205 3.3250000000000006 0.48581488933601619 6.6150000000000011 4.4750000000000005 4.495000000000001 1.0000000180025095e-35 0.47839423846359036 0.023937770392229853 0.81291666666666684 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=10 10 10 2 2 10 2 10 10 10 2 2 10 2 2 10 2 8 2 10 2 10 10 10 2 2 2 2 2 2 left_child=1 3 11 17 6 -6 7 15 13 21 20 19 -11 -9 -5 16 -4 -1 24 25 -3 -10 -18 -24 -17 26 -2 -19 29 -29 right_child=2 10 4 14 5 -7 -8 8 9 12 -12 -13 -14 -15 -16 18 22 27 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=0.039003593611639194 0.018524849953224044 0.023948548965766283 -0.0062331663473350367 0.0083555374410754866 -0.0038711213098148612 0.032492736479988585 -0.010639966315909367 -0.0094317858788731355 0.018161766817928124 0.043849307373267539 0.015929634564003273 0.00054563573353550864 -0.0017373556662743323 0.047657474129452836 0.027051473269937995 0.0001465558124391975 9.3296825769635216e-05 0.04644227950987153 -0.009541581668883423 0.005606673768489584 0.033010757924346587 -0.0057934899611501488 0.034812785384113594 -0.00097193732970392527 -0.0071908360744070976 0.021640786524808428 0.0035080416669568755 0.025092106839293266 0.048849169302323345 0.045225105631990135 leaf_weight=3700.8087070435286 612.61126035451889 1856.8362317234278 4621.8958334177732 687.17804987728596 1661.9258093237877 674.0511489212513 66666.944407120347 2418.6912458688021 286.2831434905529 956.65201915800571 3125.1601655483246 4186.3769342899323 131.00784838199615 53.102777734398842 988.5806889384985 1953.566730171442 1646.9654106944799 9647.8790723234415 20299.665444225073 1373.6225616633892 2286.9720683693886 255.74048644304276 190.72173637151718 229.98023495078087 4001.3236181288958 1196.0393610149622 624.21516002714634 627.05802924931049 797.02691447734833 311.2307845801115 leaf_count=23570 3952 11993 30592 4530 10879 4274 445249 16053 1868 6069 20469 27707 869 339 6440 12811 10753 61099 134629 8966 14571 1690 1214 1505 26296 7693 4104 4003 5023 1970 internal_value=0 0.0359315 -0.00757373 0.0413874 -0.00861045 0.00662175 -0.00895354 -0.00591865 0.00613361 0.0278819 0.0233521 0.00618142 0.0383584 -0.00820531 0.0193848 -0.00741913 -0.00332449 0.0438317 -0.00846243 0.0123796 0.02895 0.00685907 0.00317734 0.0152508 -0.00478372 0.0162037 0.010946 0.0454014 0.0396146 0.0317702 internal_weight=0 24028.7 114041 16759.8 106049 2335.98 103713 37045.6 4101.48 1629.68 7268.97 7992.87 1087.66 2471.79 1675.76 32944.1 6689.56 15084 26254.6 3806.49 4143.81 542.024 2067.67 420.702 5954.89 2432.87 1236.83 11383.2 1735.32 938.289 internal_count=911180 153668 757512 106635 705090 15153 689937 244688 26888 10496 47033 52422 6938 16392 10970 217800 44064 95665 173736 24715 26564 3558 13472 2719 39107 15749 8056 72095 10996 5973 is_linear=0 shrinkage=0.01 Tree=3 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 2 2 2 0 2 0 2 2 0 10 4 2 10 0 4 10 2 10 10 2 10 10 4 split_gain=722380 11070.1 8206.76 1293.1 1072.63 747.443 516.558 334.189 322.573 282.591 231.447 260.345 203.829 193.425 188.373 160.38 139.476 109.278 106.986 106.76 104.794 101.208 89.3508 86.7044 80.3683 79.2512 69.1107 67.3549 66.4056 66.2549 threshold=0.51461192965507518 0.026551560498774003 0.97252115607261669 0.18897357583045957 0.0013712961226701001 0.8784809708595277 0.99766892194747936 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.94754041967664271 1.0000000180025095e-35 0.96446608946608958 0.94701754385964931 1.0000000180025095e-35 0.0089773964136838514 2.5000000000000004 0.11180555555555556 0.00014260681928130004 1.0000000180025095e-35 2.5000000000000004 0.068259380757808671 0.95030864197530873 0.99989646673202526 0.65440738201141369 1.0000000180025095e-35 0.2688089013099671 0.094556797295808764 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 10 2 2 2 2 2 2 2 10 left_child=1 4 5 9 19 8 -4 -5 -2 28 11 17 14 15 21 22 26 25 -7 -1 23 27 -11 -20 -8 -10 -6 -9 -3 -17 right_child=2 3 6 7 16 18 24 12 10 13 -12 -13 -14 -15 -16 29 -18 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.012139432361937603 0.033740677804454028 0.0047489666902180636 0.043178854982780901 0.021516737862430042 -0.0056892968360959875 0.041657125800424709 0.047336366689721389 0.003355444861364285 0.015238762434272015 -0.0049649118101050688 0.031629354383240778 0.034452395409478344 0.018434852909181038 0.0079553445187776749 0.019803823767000805 0.0074795318480000575 -0.0056052852390098629 0.0085092711278031436 0.030948882452501759 -0.010948475380914239 0.041246984209082321 -0.0024213953137812382 -0.00068941835545820824 0.041979233356152071 0.049368301519020011 0.022331103713770097 -0.0092959458512567334 0.0095280644286649934 0.012646750908172931 -0.0032030440657926196 leaf_weight=92439.419292941689 357.47085091471672 295.87298578023911 1536.6486136466265 285.16280169785023 614.85422083735466 284.18040679395199 2153.9746540337801 267.04743388295174 240.36785320937634 993.20998015999794 238.74511268734932 117.62879154086113 211.83948682248592 223.38788737356663 113.53069160878658 235.87649358808994 1947.8257858902216 96.024700343608856 513.8446033000946 8194.13136947155 176.66447556018829 119.81927093863487 962.44962495565414 82.737130418419838 20213.420291870832 457.29281742870808 3909.5373789519072 522.97645363211632 166.30081211030483 77.014908716082573 leaf_count=619311 2266 1920 9687 1831 4019 1793 13466 1759 1564 6600 1518 756 1362 1461 738 1528 12909 629 3303 54582 1113 795 6379 529 125331 2970 26043 3435 1075 508 internal_value=0 -0.0111449 0.0469633 0.00426562 -0.0117887 0.0299648 0.0487873 0.0117591 0.0254437 0.000408995 0.0228647 0.0205686 0.00950642 -0.000922992 0.00765823 -0.00179726 -0.00784261 0.0185109 0.0364103 -0.0120425 0.0344819 0.00614269 -0.00286079 0.0324786 0.0491726 0.0198876 -0.00880581 0.00744157 0.00759077 0.00485013 internal_weight=0 111580 26469 4474.49 107106 2564.96 23904 1520.38 1507.53 2954.11 1150.06 911.314 1235.21 2491.94 1023.37 2268.55 6472.22 793.685 1057.43 100634 773.246 909.843 1955.66 596.582 22367.4 697.661 4524.39 790.024 462.174 312.891 internal_count=911180 746255 164925 29391 716864 16441 148484 9920 9703 19471 7437 5919 8089 16476 6727 15015 42971 5163 6738 673893 4945 5989 12979 3832 138797 4534 30062 5194 2995 2036 is_linear=0 shrinkage=0.01 Tree=4 num_leaves=31 num_cat=0 split_feature=9 9 9 5 5 9 9 2 9 9 1 5 5 1 9 1 0 2 4 2 1 9 9 9 1 0 9 9 2 4 split_gain=349464 15827.4 14109.3 7647.28 5434.01 7615.54 8383.6 4900.3 4479.81 4149.66 3811.74 2687.01 2622.92 1713.03 1431.27 1325.35 1178.25 1108.49 1083.83 1023.63 1003.16 925.042 907.387 877.008 871.428 769.429 719.29 1196.07 767.324 718.812 threshold=2.9750000000000005 3.5950000000000002 2.1250000000000004 12.500000000000002 4.5000000000000009 6.0550000000000006 8.4800000000000022 1.0000000180025095e-35 8.0200000000000014 7.0450000000000008 0.25943732193732194 3.5000000000000004 1.5000000000000002 0.62532051282051293 4.5750000000000011 0.31296641791044782 1.0000000180025095e-35 0.52013513513513521 1.5000000000000002 0.90943267259056748 1.0000000180025095e-35 2.1250000000000004 3.3250000000000006 2.7650000000000001 0.1676706827309237 1.0000000180025095e-35 4.4750000000000005 4.495000000000001 0.49341991341991348 1.5000000000000002 decision_type=10 10 10 2 2 10 10 2 10 10 2 2 2 2 10 2 2 2 10 2 2 8 10 10 2 2 10 10 2 10 left_child=2 12 3 21 5 14 9 8 -6 13 19 23 17 -7 16 -5 -3 22 -8 -11 25 -1 -2 -4 -20 -16 -18 28 -28 -15 right_child=1 4 11 15 7 6 18 -9 -10 10 -12 -13 -14 29 20 -17 26 -19 24 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.036675077186893883 0.019891958120342747 -0.0060154256089245527 0.030333689488900559 0.0090228214630083698 -0.0017359175965919633 -3.4306334590515687e-05 -0.011984053304088705 -0.010640066472474044 0.041073934247160215 0.043987027280369101 0.0026508191620057313 0.014354505975660667 0.00053341396787590762 0.032170467279803487 0.0012210850615478619 0.026329716404732095 -1.9738518678085013e-05 0.0042447502464832559 0.041141272130772059 -0.0025618412259992515 -0.0092944330936708536 0.042321016076018673 0.0074122977347227106 0.021564415324246192 -0.0019064418970237429 -0.0069630201871475764 -0.0079243828274841877 -0.00065004653490883732 0.041790858491264044 0.0065315448303601802 leaf_weight=3838.786320105195 1725.9794751256704 4670.8085190951824 2844.5112267583609 736.2213669270277 983.89794041216373 1160.4260227829218 1819.6568847298622 65411.91248382628 325.24341295659542 860.66587153077126 351.18118876218796 2721.1722265034914 4188.4080100506544 293.84744435548782 1652.2516524195671 1109.0012979507446 1746.6699296236038 1256.7251346111298 68.491637095808983 49.985387980937958 20975.108391061425 11890.974608495831 879.51004466414452 1903.7017309367657 150.04105335474014 3769.6722068041563 38.376657038927078 244.13492633402348 162.51672451198101 174.15871812403202 leaf_count=23364 10843 31143 17587 4798 6507 7653 12278 442784 1944 5170 2282 17531 27707 1807 10812 6996 11401 8199 420 324 140645 71477 5673 11915 989 24975 249 1598 979 1130 internal_value=0 -0.00749793 0.0337907 0.0386839 -0.00853486 -0.00552656 0.00607429 -0.0102567 0.00889977 0.0170268 0.0306388 0.0222773 0.00601456 0.00647919 -0.00724559 0.0194245 -0.00317704 0.0119586 -0.00945696 0.041432 -0.0083033 0.0409431 0.0156793 0.0268178 0.0115854 -0.00446903 0.00287194 0.0142213 0.0322938 0.0226295 internal_weight=0 112960 25044.4 17575 104909 38188 4928.45 66721.1 1309.14 2890.26 1261.83 7469.39 8050.62 1628.43 33259.5 1845.22 6862.51 3862.21 2038.19 910.651 26397 15729.8 2605.49 4748.21 218.533 5421.92 2191.7 445.028 200.893 468.006 internal_count=911180 757512 153668 106635 705090 253855 32053 451235 8451 18366 7776 47033 52422 10590 221802 11794 45370 24715 13687 5494 176432 94841 16516 29502 1409 35787 14227 2826 1228 2937 is_linear=0 shrinkage=0.01 Tree=5 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 10 10 9 1 1 10 9 1 9 9 5 10 5 1 9 9 10 9 10 5 10 9 4 9 split_gain=676991 10943.1 6827.83 3035.18 1296.78 1067.04 786.388 574.091 533.875 410.434 406.717 384.056 316.584 267.261 189.46 167.61 167.319 145.318 143.186 131.925 127.214 115.677 110.748 110.519 105.117 102.654 96.8164 89.5374 91.3937 85.928 threshold=0.51461192965507518 0.026551560498774003 0.97252115607261669 2.6750000000000003 2.6250000000000004 0.0013712961226701001 0.18897357583045957 0.8784809708595277 1.6450000000000002 0.05298245614035086 0.047905909351692456 0.99766892194747936 2.6750000000000003 0.034723896792862259 3.6650000000000005 3.5050000000000003 1.5000000000000002 0.18897357583045957 71.500000000000014 0.051836094939543158 3.2650000000000001 6.1150000000000011 0.0070173616986721008 5.6250000000000009 0.00014260681928130004 128.50000000000003 0.0089773964136838514 5.5050000000000008 1.5000000000000002 7.6900000000000004 decision_type=2 2 2 10 10 2 2 2 10 2 2 2 8 2 10 10 2 2 2 2 10 8 2 10 2 2 2 10 10 10 left_child=1 5 4 12 -2 24 13 10 22 29 -6 14 17 -5 -4 -12 -11 -3 27 -9 -15 -13 -7 -22 -1 -16 -10 28 -17 -8 right_child=2 3 11 6 7 8 9 19 26 16 15 21 -14 20 25 18 -18 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.012094782586846001 0.040673001460906501 0.011542599688831739 0.044264301221438693 0.0044534814366061423 0.029947728293813473 -0.00078716155672244915 0.016178459040608904 0.037841567806666393 -0.0093993061133802527 0.0092921039397957997 0.025656750004920629 0.04693707079772394 0.031008670599150953 0.0031052210176725848 0.038277074427082003 0.017534559522232172 0.00078876239926833306 0.02528361864160137 0.0046130303054828939 0.028751632946426482 -0.0056543019680042796 0.045528462569245594 0.0098432047947635791 0.0017330198983308842 -0.010907652720308915 0.022284750251649468 -0.0066354457740887196 0.023864346919089386 0.0076329773536994265 0.037292045537508547 leaf_weight=91274.060110226274 690.43591418862343 191.49926955997944 866.85756076872349 471.20069468021393 319.88424599170685 274.05016888678074 271.18203790485859 228.38401955366135 4188.2662411481142 382.78189717233181 168.7961913049221 10942.32623423636 331.34096278250217 232.10808181762695 681.88199123740196 299.11265043914318 585.12409983575344 128.67873556911945 120.03705164790154 530.62115865945816 1642.211997538805 12478.319530501962 152.55892640352249 231.00597441196442 8122.7594730705023 42.647965848445892 1817.357865229249 131.57727020978928 135.42545835673809 20.750688746571541 leaf_count=619311 4115 1204 5158 3073 2013 1729 1738 1424 28137 2494 1057 65796 2010 1503 4257 1940 3884 793 790 3365 11015 73001 952 1542 54582 272 12153 847 890 135 internal_value=0 -0.0110937 0.0442535 0.0042006 0.0289084 -0.0117423 0.000811581 0.0247081 -0.00779509 0.00728626 0.0203287 0.0458636 0.0241563 -0.00235433 0.0411098 0.0167297 0.00415162 0.0170651 0.0145336 0.0314868 -0.00387801 0.0461866 0.00301435 -0.00474329 -0.0119978 0.0373357 -0.00856294 0.0166371 0.0144487 0.0176792 internal_weight=0 110317 27636.3 4487.88 2624.27 105829 3836.37 1933.84 6432.23 1259.84 1174.83 25012 651.519 2576.53 1591.39 854.949 967.906 320.178 686.152 759.005 2105.33 23420.6 426.609 1873.22 99396.8 724.53 6005.62 566.115 434.538 291.933 internal_count=911180 746255 164925 29391 16441 716864 25384 12326 42971 8251 7537 148484 4007 17133 9687 5524 6378 1997 4467 4789 14060 138797 2681 12557 673893 4529 40290 3677 2830 1873 is_linear=0 shrinkage=0.01 Tree=6 num_leaves=31 num_cat=0 split_feature=9 9 5 9 5 9 9 9 4 5 4 5 9 9 3 0 4 9 9 9 5 9 9 9 9 9 9 9 9 0 split_gain=326020 15408.5 12256.8 7557.8 5382.93 7379.53 7934.44 3751.94 3208.37 2467.91 1602.82 5977.62 2945.61 1407.55 1299.89 1141.16 1055.91 1003.92 844.22 820.104 795.766 965.233 747.179 710.312 705.747 676.064 1089.36 647.578 628.456 555.2 threshold=2.9750000000000005 3.5950000000000002 7.5000000000000009 2.1250000000000004 4.5000000000000009 6.0550000000000006 8.4800000000000022 7.0450000000000008 1.5000000000000002 1.5000000000000002 5.5000000000000009 30.500000000000004 7.4250000000000007 4.5750000000000011 29.500000000000004 1.0000000180025095e-35 1.5000000000000002 6.1250000000000009 3.3250000000000006 2.7650000000000001 31.500000000000004 1.6450000000000002 2.1250000000000004 8.8300000000000018 8.3400000000000016 4.4750000000000005 4.495000000000001 6.1150000000000011 3.1750000000000003 1.0000000180025095e-35 decision_type=10 10 2 10 2 10 10 10 10 2 10 2 10 10 10 2 10 10 10 10 2 10 8 10 10 10 10 10 10 2 left_child=2 9 3 22 5 13 7 17 24 18 -6 12 -12 15 -4 -3 -8 27 29 -5 21 -16 -1 -18 -9 -17 -27 -7 -11 -2 right_child=1 4 14 19 10 6 16 8 -10 28 11 -13 -14 -15 20 25 23 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.034614651683650022 0.010476358170098848 -0.0059425506720032616 0.023548215552261574 0.027948387171051178 -0.010481977336618906 0.0023068487786200662 -0.011928529537041878 -0.0042879586404432858 0.03781366804605709 0.005719599590573248 -0.0068225327406155247 -0.011884283386391999 0.039768377555734133 -0.0082262109243294752 0.028783468348710303 -1.6729699494725148e-05 0.03484294838845934 0.0020102292503307749 0.0053135875211241723 0.020013708187058662 0.0085749731664482541 0.0079997330829246534 0.03965365473791805 -0.0023709343396982772 0.043420668904186305 0.030493298108549231 -0.000642340522898394 0.029899668665672882 -0.0023635967830271578 0.019863482870359907 leaf_weight=3874.0528992116451 1302.8822062015533 4634.6250883042812 1719.6562096625566 3312.2085201889277 63586.826954826713 128.59460692107677 1791.9766055196524 277.05141673982143 993.23041787743568 1496.3166653215885 201.21147808432579 1643.4999337643385 416.76747308671474 26117.903386637568 530.11956442892551 1745.6458040326834 80.836229860782623 1260.1223102360964 1391.4166810661554 2146.9209638535976 1799.6868756711483 386.27022135257721 12239.202693596482 140.33133821189404 34.914172112941742 208.36954353749752 243.90939302742481 251.21100769937038 2692.8634232282639 1220.08740003407 leaf_count=22605 8261 31143 10659 19877 436123 846 12278 1828 5740 9803 1369 11320 2423 176432 3211 11401 476 8246 8966 13155 11505 2470 70186 933 208 1228 1598 1498 17904 7488 internal_value=0 -0.00742232 0.031884 0.0349969 -0.00845953 -0.00545758 0.00591634 0.0163751 0.0290268 0.00585811 -0.0101878 -0.00191486 0.0245986 -0.00716909 0.0167449 -0.00312819 -0.00938422 0.00630571 0.0115671 0.0248279 0.0124374 0.0200229 0.0384421 0.0112307 0.00105144 0.00280628 0.0137022 0.0205573 0.000523608 0.0150159 internal_weight=0 111861 26008.1 21572.4 103757 37908.7 4958.27 2945.12 1305.2 8103.57 65848.3 2261.48 617.979 32950.5 4435.73 6832.55 2013.14 1639.93 3914.39 5459.13 2716.08 916.39 16113.3 221.168 311.966 2197.92 452.279 379.806 4189.18 2522.97 internal_count=911180 757512 153668 125823 705090 253855 32053 18366 7776 52422 451235 15112 3792 221802 27845 45370 13687 10590 24715 33032 17186 5681 92791 1409 2036 14227 2826 2344 27707 15749 is_linear=0 shrinkage=0.01 Tree=7 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 9 10 10 9 1 1 9 1 10 9 9 5 10 10 9 10 9 5 10 5 10 1 9 9 10 split_gain=636996 10821.4 5781.87 2763.58 1062 940.086 768.946 588.423 502.917 502.205 394.778 283.295 261.626 218.996 209.191 190.559 160.271 149.665 135.553 119.372 109.958 109.044 108.22 103.648 99.8931 97.2723 96.9138 88.5797 81.1409 80.2435 threshold=0.51461192965507518 0.026551560498774003 0.94052824378013633 2.6750000000000003 0.0013712961226701001 2.7350000000000008 0.18897357583045957 0.99473056197166454 8.8450000000000006 0.047905909351692456 0.05298245614035086 2.6750000000000003 0.034723896792862259 0.78322452306747448 2.1250000000000004 2.6250000000000004 1.5000000000000002 0.99989646673202526 0.18897357583045957 3.2650000000000001 0.0070173616986721008 5.6250000000000009 1.5000000000000002 0.00014260681928130004 24.500000000000004 0.0089773964136838514 0.034723896792862259 5.995000000000001 7.6900000000000004 0.13270235061645502 decision_type=2 2 2 10 2 10 2 2 8 2 2 8 2 2 10 10 2 2 2 10 2 10 2 2 2 2 2 10 10 2 left_child=1 4 5 11 23 -2 12 15 25 -7 28 18 -5 22 -9 -4 -12 -16 -3 -14 -10 -21 -11 -1 -15 -6 -17 -24 -8 -13 right_child=2 3 7 6 8 9 10 14 20 13 16 29 19 24 17 26 -18 -19 -20 21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.012051440132091877 0.037054675406419504 0.010900544983382238 0.041789644267003816 0.0044387248386076198 -0.0093758188244183714 0.031052417191864429 0.015921875734829331 0.042768484761562933 -0.0013220543687644723 0.019040487299528463 0.0091694832139473433 0.023786723372097064 0.0029186476762433872 0.025484338207853913 0.041859309811983415 0.039382859250625984 0.00085267808012060378 0.045156679674638912 0.023989235002982966 -0.0055662154958138841 0.0088663147410277497 0.0017855270896892205 0.0080379419925325959 -0.010867181711743905 0.015718836153080937 -0.0065888455108999719 0.032741851969594817 0.022598531075354693 0.036246816428465389 0.033496795292016927 leaf_weight=90119.254378378391 564.58961576223373 195.93544802069664 613.45005579292774 471.51222226023674 4131.3748412877321 439.34208217263222 273.32681593298912 14706.481008276343 298.45300060510635 250.26523280143738 384.60701924562454 153.65511962771416 234.35301843285561 405.35529442131519 1638.4584674835205 315.70398557186127 582.85005162656307 8610.4762745350599 132.7244206815958 1627.8769909143448 164.21400554478168 230.29631508886814 272.30801267921925 8050.6119557321072 141.24811379611492 1797.0985224545002 722.95249356329441 49.353122398257256 21.162572756409645 190.77239306271076 leaf_count=619311 3236 1204 3469 3073 27959 2711 1738 82161 1899 1588 2494 902 1503 2550 9740 1918 3884 50119 793 11015 1030 1542 1772 54582 909 12083 4439 313 135 1108 internal_value=0 -0.0110438 0.0418831 0.00414187 -0.0116972 0.0259996 0.000854571 0.0431502 -0.00774735 0.0219931 0.00724483 0.0228276 -0.00229053 0.0184347 0.0435328 0.0373705 0.00415898 0.0446295 0.0161862 -0.00380684 0.00229409 -0.00465506 0.0141089 -0.0119543 0.0229608 -0.008531 0.0347604 0.010272 0.0173825 0.029165 internal_weight=0 109060 28730 4499.07 104561 2122.46 3825.99 26607.5 6391.14 1557.87 1261.95 673.087 2564.04 1118.53 24955.4 1652.11 967.457 10248.9 328.66 2092.53 462.667 1858.17 571.926 98169.9 546.603 5928.47 1038.66 321.661 294.489 344.428 internal_count=911180 746255 164925 29391 716864 13079 25384 151846 42971 9843 8251 4007 17133 7132 142020 9826 6378 59859 1997 14060 2929 12557 3673 673893 3459 40042 6357 2085 1873 2010 is_linear=0 shrinkage=0.01 Tree=8 num_leaves=31 num_cat=0 split_feature=9 9 9 1 9 1 1 9 9 0 0 2 1 0 1 0 9 2 9 9 9 9 1 3 1 0 9 9 9 9 split_gain=305610 19144.6 5907.93 5138.56 5047 3226.82 8434.93 4061.3 2607.29 2054.93 1880.56 1693.18 1670.79 1448.73 1364.58 1330.3 1130.18 1106.46 1003.59 1198.99 884.86 841.121 1130.36 843.587 763.601 730.181 688.604 2680.01 2006.73 646.479 threshold=3.1750000000000003 2.2250000000000005 3.7350000000000008 0.96213569039656011 6.1150000000000011 0.091372912801484213 0.087337909992372217 7.0450000000000008 2.8250000000000006 1.0000000180025095e-35 1.0000000180025095e-35 0.59331346619482217 0.05298245614035086 1.0000000180025095e-35 0.019324122479462254 1.0000000180025095e-35 6.2150000000000007 0.22271825396825398 4.5750000000000011 4.4750000000000005 4.495000000000001 2.2250000000000005 0.80070921985815613 26.500000000000004 0.30795574288724981 1.0000000180025095e-35 9.7700000000000014 8.1200000000000028 8.2700000000000014 8.615000000000002 decision_type=10 10 10 2 10 2 2 10 10 2 2 2 2 2 2 2 10 2 10 10 10 8 2 8 2 2 10 10 10 10 left_child=1 9 10 5 -5 6 14 -8 25 11 -2 21 -13 -10 29 16 -7 -18 19 -17 -21 -1 -23 -24 -14 -3 27 -19 -29 -4 right_child=2 8 3 4 -6 15 7 -9 13 -11 -12 12 24 -15 -16 18 17 26 -20 20 -22 22 23 -25 -26 -27 -28 28 -30 -31 leaf_value=0.028086061080393507 -0.0018541565575040104 0.019502053158402775 -0.0031204538833913545 -0.0038849949401414973 0.027657927852109694 -0.010464848227704554 -0.010802347992472759 0.039813919294816036 0.0089353304847980698 0.037826843769459509 0.010338929711366678 0.037274077148025983 0.015603074993989831 0.020183572399072942 -0.010510293804344525 -0.0029796823780013034 0.018680981352793721 -0.0076910962369836668 -0.0073027407697722029 0.032798819824435894 -0.00026634025157312702 0.037694283095385479 0.012170926433209422 0.031873484781799223 0.02708532418115521 0.027275193909436984 -0.011165722602442958 0.032878456266319418 -0.0012404541672766446 -0.0091581774793600464 leaf_weight=1968.9001347124577 4944.4051948487759 3224.2551382482052 8539.5742110610008 1586.139795601368 745.75659917294979 66276.320306330919 215.17257149517536 602.07905466854572 3670.7239628434181 8411.3652896285057 1699.7526830881834 831.48853947222233 1286.75320571661 1664.1455571949482 5460.6309622973204 1007.9705926030874 168.4965942800045 5297.2015296816826 4953.757813885808 192.86592218279839 139.45580148696899 4843.7201350033283 301.16648527979851 780.4911385178566 1053.2607201486826 1932.9621742516756 2923.1857102364302 296.10791197419167 412.57125493884087 2238.2135606855154 leaf_count=11315 32897 19471 57070 10596 4274 459544 1479 3285 23232 46351 10700 4613 7836 9988 37929 6691 1061 36479 33832 1089 920 26672 1776 4382 6142 11218 20394 1692 2781 15471 internal_value=0 0.0282351 -0.00786904 -0.0084696 0.00620265 -0.00881616 -0.00486005 0.0264873 0.0173454 0.0341013 0.00126516 0.0312694 0.0250979 0.0124441 -0.0064377 -0.00964236 -0.0100112 -0.00670611 -0.0052257 0.00245111 0.0189233 0.0337487 0.0356303 0.0263877 0.0207713 0.0224155 -0.00718518 -0.00524777 0.0130155 -0.0043743 internal_weight=0 29969.2 107700 101056 2331.9 98723.6 17055.7 817.252 10492.1 19477.1 6644.16 11065.8 3171.5 5334.87 16238.4 81667.9 75373.9 9097.56 6294.05 1340.29 332.322 7894.28 5925.38 1081.66 2340.01 5157.22 8929.07 6005.88 708.679 10777.8 internal_count=911180 172996 738184 694587 14870 679717 115234 4764 63909 109087 43597 62736 18591 33220 110470 564483 521951 62407 42532 8700 2009 44145 32830 6158 13978 30689 61346 40952 4473 72541 is_linear=0 shrinkage=0.01 Tree=9 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 1 1 1 1 4 0 10 1 0 0 10 0 4 1 2 4 1 1 2 4 1 1 0 split_gain=601688 7921.72 7786.47 1057.77 721.857 681.234 463.672 299.776 254.619 239.315 210.917 185.25 176.629 137.662 133.958 130.16 102.686 102.263 92.9279 82.8718 80.2878 80.2159 69.9667 68.5554 67.5267 62.2618 56.9469 50.1124 48.9351 59.474 threshold=0.3781151175498963 0.026551560498774003 0.94052824378013633 0.0013712961226701001 0.65440738201141369 0.13270235061645502 0.99473056197166454 0.040202020202020204 0.034723896792862259 0.051836094939543158 0.047905909351692456 1.5000000000000002 1.0000000180025095e-35 0.0089773964136838514 0.98936170212765973 1.0000000180025095e-35 1.0000000180025095e-35 0.00014260681928130004 1.0000000180025095e-35 2.5000000000000004 0.74891304347826104 0.50155279503105599 2.5000000000000004 0.74891304347826104 0.047905909351692456 1.0000000180025095e-35 2.5000000000000004 0.49184758529020828 0.034723896792862259 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 2 10 2 2 10 2 2 2 10 2 2 2 left_child=1 3 4 17 10 8 28 -7 -3 -6 -2 18 14 25 22 19 23 -1 20 -12 -11 -8 -9 -10 -15 -5 -18 -13 -4 -30 right_child=2 5 6 13 9 7 21 12 16 11 15 27 -14 24 -16 -17 26 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.012009420974102809 0.02422256642589974 0.0061394042394408909 0.038563044680255482 -0.0057170978011234861 0.033313962436911974 0.016272095174082003 0.040898670581613929 0.0040826730917582947 -0.0037711545486747984 0.023383710333133773 0.01327929651134417 0.015300096702865418 0.014012492270235636 -0.0013535494244999047 0.02016075784213801 0.022247466646683343 0.004747273744717396 -0.010827648669427493 0.032885452840426446 0.0020686482536779773 0.032279525297287608 0.042098567457161638 -0.0039383516218388752 0.0028652447648040615 -0.0063182440303806075 -0.0091442875695055478 -0.008626701127734478 0.02272702791584702 0.033484973167392414 0.038520753965459634 leaf_weight=88978.528983637691 269.79956804215908 460.9672185331583 485.37896141409874 615.62926141917706 465.24235366284847 337.02237519621849 17775.725688129663 818.35775798559189 1505.0680481642485 453.11899185180664 547.36572682857513 186.94384324550629 206.40780818462372 331.08974161744118 47.889464646577835 152.12582516670227 273.01189449429512 7978.9964067339897 229.5517236739397 74.970937982201576 130.72652430832386 8115.0297660827637 125.41708825528622 173.61590856313705 1587.7758055627346 3814.7955870181322 36.041352942585945 176.74327316880226 894.32096733152866 317.89177256822586 leaf_count=619311 1635 2945 2798 4019 2741 2098 96755 5374 10134 2817 3480 1172 1276 2193 293 913 1734 54582 1327 491 763 45265 843 1123 10716 26043 242 1069 5239 1789 internal_value=0 -0.0111196 0.0393602 -0.0116532 0.0231088 0.00271746 0.0409428 0.00794022 -0.000556696 0.0272421 0.0166083 0.0248422 0.00559643 -0.00769902 0.00384469 0.0139557 -0.00210956 -0.0119122 0.0274949 0.0119288 0.0253755 0.0412748 0.00301677 -0.00308479 -0.00546161 -0.00866806 0.00318762 0.0189094 0.0358799 0.0348056 internal_weight=0 107291 30274.9 103307 2686.59 3983.8 27588.3 1535.09 2448.7 1642.33 1044.26 1177.08 1198.07 6349.29 991.664 774.462 1987.74 96957.5 813.397 622.337 583.846 25890.8 943.775 1678.68 1918.87 4430.42 309.053 363.687 1697.59 1212.21 internal_count=911180 742926 168254 716864 16408 26062 151846 9884 16178 9889 6519 7148 7786 42971 6510 4884 13233 673893 4907 3971 3580 142020 6217 11257 12909 30062 1976 2241 9826 7028 is_linear=0 shrinkage=0.01 Tree=10 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 1 1 9 10 10 9 9 10 10 5 9 5 10 10 1 9 10 10 10 5 9 9 10 9 split_gain=581329 7865.88 7268.82 2037.52 1137.67 1058.64 607.702 499.648 483.609 435.231 406.514 323.941 247.891 242.516 174.168 143.047 132.935 124.622 123.068 117.046 109.885 123.417 105.057 102.719 96.5308 89.7536 84.3699 96.8452 80.2119 79.425 threshold=0.3781151175498963 0.026551560498774003 0.94052824378013633 2.7350000000000008 2.8550000000000004 0.0013712961226701001 0.05298245614035086 0.034723896792862259 8.8450000000000006 0.99473056197166454 0.65440738201141369 2.2250000000000005 1.3750000000000002 0.13270235061645502 0.18897357583045957 46.500000000000007 3.5950000000000002 1.5000000000000002 0.65440738201141369 0.99977076053619396 0.034723896792862259 5.4350000000000014 0.0070173616986721008 0.00014260681928130004 0.0089773964136838514 1.5000000000000002 7.0450000000000008 3.0550000000000002 0.094556797295808764 5.6250000000000009 decision_type=2 2 2 10 10 2 2 2 8 2 2 10 10 2 2 2 10 2 2 2 2 10 2 2 2 2 10 10 2 10 left_child=1 5 4 12 -2 23 18 14 24 16 25 -11 -3 29 -5 -12 -4 -15 -6 -13 -18 -22 -10 -1 -7 -8 27 -21 -14 -9 right_child=2 3 9 7 6 8 10 13 22 11 15 19 28 17 -16 -17 20 -19 -20 26 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011983485705232159 0.032883981311377632 0.024942083221015161 0.037502470046099627 0.0042565484091187248 0.021487743754343751 -0.0092895433473696477 0.013394837031713703 -0.005214148693694483 -0.0013952279907037957 0.039103731433923539 0.021700503552043872 0.038642283150027351 0.0052870910814257766 0.0061237267423984902 0.015653019871201875 0.011268159547811091 0.037272937479202711 -0.0011175077987984597 0.03120591908437902 0.041118092945876948 0.025019915263434198 0.034340084573546432 0.0085127228451459258 -0.010794895136882721 -0.0064972355195946144 0.005447037056803862 0.039528014908528107 0.043357112854286319 0.016919703623000503 0.0016869609455540638 leaf_weight=88282.876505509019 768.36527159810066 358.92190897464752 896.55509683489799 473.47962854802608 212.6982806622982 4073.1709504425526 240.26000456511974 1545.5782592743635 299.73298414051533 15908.017973721027 652.32871878147125 1373.4969963133335 105.4286630153656 390.84890148043633 187.08681470155716 164.60103279352188 265.24287393689156 606.42072336375713 336.41307774186134 4061.9071481823921 296.89031761884689 272.4719158411026 166.44615408778191 7923.452562212944 1778.691181987524 347.73844167590141 1415.7418623119593 3683.7532613426447 135.41055852174759 186.94188572466373 leaf_count=619311 4228 2034 4866 3064 1301 27959 1523 10487 1899 83659 4031 7794 639 2544 1166 1049 1555 4070 2000 22102 1799 1606 1030 54582 12083 2276 7522 20943 799 1259 internal_value=0 -0.0110891 0.0381787 0.00268586 0.022575 -0.0116252 0.0185214 -0.000319694 -0.00765993 0.0396864 0.0150349 0.0400044 0.0196758 -0.00220813 0.00748428 0.0195985 0.0348288 0.00172047 0.0274416 0.0413645 0.0319567 0.0294801 0.00214234 -0.0118856 -0.00844081 0.00869456 0.0417727 0.0421829 0.0118275 -0.00446951 internal_weight=0 106514 30896.5 3990.12 2722.4 102524 1954.04 3390.36 6318.04 28174.1 1404.93 26442.9 599.761 2729.79 660.566 816.93 1731.16 997.27 549.111 10534.9 834.605 569.362 466.179 96206.3 5851.86 587.998 9161.4 7745.66 240.839 1732.52 internal_count=911180 742926 168254 26062 16408 716864 12180 22590 42971 151846 8879 142020 3472 18360 4230 5080 9826 6614 3301 58361 4960 3405 2929 673893 40042 3799 50567 43045 1438 11746 is_linear=0 shrinkage=0.01 Tree=11 num_leaves=31 num_cat=0 split_feature=9 9 5 9 9 9 5 1 9 9 5 1 1 9 9 1 3 1 0 0 9 9 0 9 9 5 9 0 1 9 split_gain=279708 16056.9 7050.66 5771.65 7006.74 5340.47 4892.05 4444.52 3355.49 2971.46 2878.97 2593.02 1359.11 1291.68 1113.78 1096.88 1074.55 1055.9 890.263 731.129 664.709 641.047 962.191 1221.38 765.006 635.723 1026.53 565.616 508.156 486.668 threshold=3.1750000000000003 2.2250000000000005 4.5000000000000009 6.0550000000000006 8.4800000000000022 3.8350000000000004 12.500000000000002 0.98936170212765973 5.4150000000000009 7.0450000000000008 7.5000000000000009 0.25943732193732194 0.62532051282051293 2.8250000000000006 3.5950000000000002 1.0000000180025095e-35 28.500000000000004 0.31296641791044782 1.0000000180025095e-35 1.0000000180025095e-35 2.2250000000000005 4.5750000000000011 1.0000000180025095e-35 4.4750000000000005 4.495000000000001 1.0000000180025095e-35 8.8300000000000018 1.0000000180025095e-35 0.45848997493734339 2.8250000000000006 decision_type=10 10 2 10 10 10 2 2 10 10 2 2 2 10 10 2 10 2 2 2 8 10 2 10 10 2 10 2 2 10 left_child=1 6 3 5 9 18 20 14 -9 12 13 -11 -5 -3 -4 19 -12 -8 -2 -7 -1 22 -17 -24 -25 26 -6 -15 -29 -18 right_child=2 10 7 4 25 15 17 8 -10 11 16 -13 -14 27 -16 21 29 -19 -20 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31 leaf_value=0.029887478648807708 0.00075916884758998545 0.023810305475507929 -0.0029796386593253653 7.3512449200622691e-06 0.034554845734119204 0.0015139247134802417 0.0078877783940377692 -0.0056442043866537072 0.029978135683040259 0.033717254445993119 0.017893717258937174 0.0024123694197966828 0.019691368385947101 0.011992194816381868 -0.010345375846761366 -0.0074643388830130447 0.010249295861263637 0.022550390728878648 0.010078015576141283 -0.005882068156027878 0.03425003248095615 -0.0090399580378628698 -0.0036884018092012143 0.032146020013440857 0.001163127132974744 -0.011769769565448538 -0.0066059454668377527 0.013743215310804677 0.025068192999095473 0.0010832440797722443 leaf_weight=4688.6807857304811 2433.6915198713541 3890.9825441837311 2122.3105587363243 1154.455625295639 80.353035569190979 1938.8378255069256 793.19479152560234 584.62606506049633 482.80631251633167 1043.6041092425585 893.82780827581882 354.4666698127985 503.87149307131767 2019.5638120025396 62758.564536675811 3401.0706573575735 1015.7349024415016 1289.6890601366758 1771.3115924149752 4303.0271697342396 13691.22486333549 20123.451993152499 747.14788164198399 194.13704890012741 135.18766571581364 1625.3194879442453 246.3572136759758 722.65379966795444 877.08288066089153 1347.9741698652506 leaf_count=25226 16004 21929 14285 7653 438 12785 4957 3968 2613 5494 5382 2282 2937 12332 445287 23527 6253 7427 10965 29175 71477 140645 4965 1028 884 11552 1697 4303 4950 8760 internal_value=0 0.0262897 -0.0077615 -0.00445233 0.00558908 -0.00588727 0.0314912 -0.00977145 0.010468 0.0150416 0.0164051 0.0257802 0.00598821 0.0198106 -0.0101044 -0.00732861 0.0085539 0.0169666 0.00468463 -0.00358474 0.0331372 -0.00827852 -0.00485636 0.00338345 0.0194276 -0.00921117 0.00351738 0.0155106 0.0199523 0.00502209 internal_weight=0 31230.6 106005 40056.3 5008.43 35047.9 20462.8 65948.3 1067.43 3056.4 10767.8 1398.07 1658.33 7510.28 64880.9 30842.9 3257.54 2082.88 4205 6241.86 18379.9 24601 4477.54 1076.47 329.325 1952.03 326.71 3619.3 1599.74 2363.71 internal_count=911180 172996 738184 272031 32053 239978 109087 466153 6581 18366 63909 7776 10590 43514 459572 213009 20395 12384 26969 41960 96703 171049 30404 6877 1912 13687 2135 21585 9253 15013 is_linear=0 shrinkage=0.01 Tree=12 num_leaves=31 num_cat=0 split_feature=5 2 1 5 2 2 1 3 4 2 1 4 4 1 2 2 4 1 1 7 4 4 1 4 1 1 3 1 4 5 split_gain=86808.1 15088.6 9117.58 7530.28 5629.68 10113.5 4778.65 3610.35 2398.12 2096.35 3128.66 2037.57 1990.38 1686.65 3325.25 1533.64 1512.21 1468.72 1456.3 1446.48 1416.73 1361.63 996.227 981.296 967.456 1758.36 894.378 865.44 856.628 780.729 threshold=1.5000000000000002 0.50155279503105599 0.98936170212765973 4.5000000000000009 0.49341991341991348 0.33477011494252878 0.091372912801484213 28.500000000000004 1.5000000000000002 0.49341991341991348 0.49844720496894418 1.5000000000000002 1.5000000000000002 0.091372912801484213 0.90943267259056748 0.33248299319727892 5.5000000000000009 0.23845060412224586 0.74891304347826104 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 0.66751700680272119 2.5000000000000004 0.75110619469026563 0.98936170212765973 27.500000000000004 0.9005813953488373 8.5000000000000018 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 8 10 2 2 10 10 2 2 2 8 2 2 2 8 10 2 10 2 2 10 2 10 2 left_child=1 4 3 9 5 7 -3 19 17 -2 13 18 -5 14 -11 28 -4 -8 22 27 -12 -6 -9 -22 -20 -26 -16 -1 -13 -19 right_child=2 6 16 12 21 -7 8 11 -10 10 20 15 -14 -15 26 -17 -18 29 24 -21 23 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0042895060052686677 -0.0044862107597073075 0.013167742567761811 0.010169602922982121 -0.0065464160513040081 0.021945349039362311 -0.0011700166922167657 -0.0034950013172075885 0.017515673572778473 -0.0044484333038669263 0.034728954135867893 0.0041743602274881605 0.0062459703393002823 -0.0099348326107132606 -0.0029745285061710557 -0.0086562447448074314 0.023942756495913323 0.032100159264942418 0.0072551099123959488 0.029705083612193064 0.036631591556192493 0.027560762064650791 -0.0045746882091817192 0.0017243536302757945 -0.010323162483079795 0.0036180059315191484 0.02394061614494206 0.0077878876582374206 0.015159823418092355 0.026400346712160405 -0.0032055303714977664 leaf_weight=3755.8742127120495 5084.9229314625263 3690.9478203356266 1785.6184434145689 40247.734114840627 8180.7789441645145 4817.3984035849571 2136.8771599084139 6461.773362249136 5970.732872620225 384.75065103173256 546.42093355953693 2773.0920787453651 30452.470816329122 4052.3096932768822 533.02281023561954 729.68149927258492 381.61930185556412 5990.4227284640074 1733.1719087511301 163.92843319475651 846.35662911832333 198.29544076323509 425.83177135884762 74.383001655340195 520.73183356225491 2334.0087068974972 871.57894043624401 909.82621282339096 228.24647718667984 809.95176859200001 leaf_count=23927 34685 22247 10972 280538 46387 32095 14446 37672 40629 1975 3542 17522 216728 27270 3724 4064 1973 37771 9183 826 4581 1352 2767 525 3348 12981 5513 5253 1254 5430 internal_value=0 0.0101929 -0.00621737 -0.00674549 0.0142292 0.0118394 0.00298068 0.0149673 0.00045855 0.000444526 0.00387496 0.0173596 -0.0080059 0.000596074 0.00868234 0.0109399 0.0140313 0.00373677 0.0194468 0.00743507 0.0169302 0.0213177 0.0165394 0.0245003 0.0238116 0.0202336 0.00154762 0.00640925 0.00777867 0.00600921 internal_weight=0 51831.6 85261.2 83094 33232.6 24853.6 18598.9 20036.2 14908 12393.7 7308.82 15206.5 70700.2 5841.66 1789.35 3731.02 2167.24 8937.25 11475.5 4829.63 1467.16 8379.07 6887.61 920.74 4587.91 2854.74 1404.6 4665.7 3001.34 6800.37 internal_count=911180 319154 592026 579081 198631 150892 120523 118797 98276 81815 47130 88791 497266 38482 11212 22840 12945 57647 65951 30006 8648 47739 40439 5106 25512 16329 9237 29180 18776 43201 is_linear=0 shrinkage=0.01 Tree=13 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 10 1 10 9 10 9 1 9 1 5 10 10 5 10 5 9 10 9 9 9 9 9 1 9 split_gain=546452 7767.58 6221.57 2043.02 934.112 714.216 587.197 553.142 385.968 335.922 331.736 484.17 278.864 258.897 201.001 128.232 124.871 124.794 119.571 114.593 113.881 95.3303 109.891 138.129 85.1312 95.4051 84.1811 98.3224 81.8121 81.0897 threshold=0.3781151175498963 0.015218299813568552 0.94052824378013633 2.7350000000000008 2.8550000000000004 0.00099748477805400022 0.13270235061645502 0.05298245614035086 0.65440738201141369 1.0450000000000002 0.99473056197166454 2.2250000000000005 0.040202020202020204 2.7350000000000008 0.034723896792862259 46.500000000000007 0.094556797295808764 0.049213243648409809 1.5000000000000002 0.65440738201141369 7.5000000000000009 7.035000000000001 0.99977076053619396 3.0550000000000002 5.6250000000000009 3.3550000000000004 3.6650000000000005 5.0750000000000011 0.012270400481782552 5.4750000000000005 decision_type=2 2 2 10 10 2 2 2 2 10 2 10 2 8 2 2 2 2 2 2 2 10 2 10 10 10 10 10 2 10 left_child=1 5 4 13 -2 -1 14 19 -9 -7 26 20 -8 16 29 -10 -3 -15 -14 -6 -12 22 -13 -24 25 -16 -4 28 -28 -5 right_child=2 3 10 6 7 9 12 8 15 -11 11 21 18 17 24 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.011856014371570647 0.030990523770537109 0.0053644701222986622 0.035401767253215456 -7.8254192278095152e-05 0.020870606839300213 0.00053164481831465828 0.013031670427628261 0.0086483427676055224 0.021213064456765903 -0.0089700102540134496 0.036489676754294299 0.037077997905622835 0.0060147921952728271 0.013754492213264207 -0.00054502013983480867 0.011337904141421624 0.016995326617966953 0.026617123798750503 -0.0010875727131809899 0.030163587717483807 0.039613915916096469 0.03721774402416074 0.039021036293486432 0.041653795241868165 0.00021172172926212982 -0.0066537065883390048 0.034036178037009777 0.033544647871503123 0.022699674524647544 0.010464382540487725 leaf_weight=93838.836727231741 796.96920235455036 196.96068750321865 941.16008566319942 438.93237867951393 216.13318067789078 397.3104580193758 279.77050086855888 588.95394676923752 660.52895340323448 5859.9016366153955 15296.746384903789 1248.1822380274534 392.54350344836712 108.00209298729897 296.77399751543999 164.17852012813091 173.72712501883507 250.09079548716545 598.3657860904932 343.71062119305134 1263.0408127754927 1634.7098127156496 4205.9981456249952 3787.1300797462463 263.90020413696766 1845.8341835588217 93.93257012963295 546.85100620985031 197.5199461877346 87.50099903345108 leaf_count=667513 4228 1178 4931 2849 1301 2377 1742 3799 4031 40632 76953 6915 2539 610 1904 1049 993 1354 4054 2000 6706 8401 22102 20943 1801 12800 538 3173 1184 580 internal_value=0 -0.0110342 0.036175 0.00121671 0.0218532 -0.0116379 -0.00146303 0.0181632 0.0148315 -0.00836669 0.0375332 0.0378046 0.00421521 0.0166735 -0.0039231 0.0192472 0.0108154 0.0227377 0.00172599 0.0265759 0.036728 0.0394438 0.0398375 0.0402684 -0.0051475 -0.00580759 0.033349 0.0310444 0.0263533 0.00167409 internal_weight=0 105028 31985.7 4932.4 2770.47 100096 4203.62 1973.51 1413.66 6257.21 29215.3 27435.8 1270.68 728.781 2932.94 824.707 370.688 358.093 990.909 559.844 16559.8 10876 9241.31 7993.13 2406.51 2142.61 1779.46 838.304 291.453 526.433 internal_count=911180 742926 168254 32404 16408 710522 28269 12180 8879 43009 151846 142020 8335 4135 19934 5080 2171 1964 6593 3301 83659 58361 49960 43045 16505 14704 9826 4895 1722 3429 is_linear=0 shrinkage=0.01 Tree=14 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 10 10 1 9 9 1 9 10 1 9 10 1 10 10 9 9 9 9 9 9 9 10 9 9 split_gain=529463 7720.01 5869.79 1985.02 801.621 715.396 654.227 575.989 414.483 383.839 333.236 270.225 247.513 204.424 197.953 153.405 150.372 133.749 120.208 118.583 103.717 121.574 87.332 84.0256 94.3081 80.979 78.8714 74.6363 68.8723 63.9887 threshold=0.3781151175498963 0.015218299813568552 0.8784809708595277 2.7350000000000008 2.6750000000000003 0.00099748477805400022 0.98755538463592529 0.13270235061645502 0.05298245614035086 2.2250000000000005 8.8450000000000006 0.040202020202020204 2.7350000000000008 0.65440738201141369 0.034723896792862259 3.2950000000000004 0.99977076053619396 0.05298245614035086 0.094556797295808764 0.049213243648409809 7.0450000000000008 3.0550000000000002 5.4350000000000014 5.6250000000000009 3.3550000000000004 3.7050000000000005 5.4750000000000005 0.00014260681928130004 7.6450000000000005 8.7300000000000022 decision_type=2 2 2 10 10 2 2 2 2 10 8 2 8 2 2 10 2 2 2 2 10 10 10 10 10 10 10 2 10 10 left_child=1 5 4 12 -2 27 15 14 28 -8 -7 29 18 -10 26 -4 -11 -17 -3 -14 21 -18 -19 24 -16 -15 -5 -1 -6 -9 right_child=2 3 6 7 8 10 9 11 13 16 -12 -13 19 25 23 17 20 22 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011910428038925594 0.029917939804831907 0.0052944427730456291 0.033703794821047191 -7.7475445824326091e-05 0.022959493515634248 -0.0089881533573531631 0.035763317350214187 0.011730954767145158 0.0088490126800339942 0.035494534275529066 -0.00021103911970653475 0.0017068954429928379 0.013516427276400065 0.023769516862811282 -0.00053975096916121035 0.033203473234409066 0.037909829098136429 0.022504320114477814 0.016669920190271106 0.025997359986363679 0.036206647451093303 0.040354963028983282 0.030001627187415576 0.0002095758684915882 -0.0066159165568264343 0.015037376939617432 0.010291596183670922 -0.010827627668359038 0.037439054125578013 0.034006583841983969 leaf_weight=86231.338078409433 549.2249793857336 197.56707471609116 807.74148079752922 438.91113016009331 420.49434499442577 5755.5151721537113 17070.661558523774 268.40148763358593 612.38063524663448 1823.2842358201742 467.71325574815273 991.94850200414658 108.80122382938862 139.17567746341228 296.67494374513626 313.48863551020622 4285.5804879069328 419.29815672338009 175.33897644281387 253.47496095299721 1497.2598271071911 3869.5037020593882 246.82986384630203 263.93609520792961 1837.853935956955 448.25233663618565 88.077427789568901 6873.2016268074512 35.633632212877274 13.54651267826557 leaf_count=619311 2864 1178 4172 2849 2451 40083 84843 1657 3914 9942 2926 6593 610 806 1904 1773 22102 2499 993 1354 7522 20943 1426 1801 12800 2787 580 48202 210 85 internal_value=0 -0.0110046 0.0352014 0.00120379 0.0194488 -0.0116111 0.0363466 -0.00144999 0.0159765 0.0367141 -0.0083285 0.00416237 0.0163622 0.0128918 -0.00389391 0.0304775 0.0381283 0.0278172 0.0106431 0.022249 0.0386259 0.03907 0.0252824 -0.00511323 -0.0057714 0.0171062 0.00165554 -0.0118305 0.0240907 0.0128012 internal_weight=0 104262 32538.8 4934.53 2205.16 99327.8 30333.6 4199.35 1655.94 28546.3 6223.23 1273.9 735.182 1199.81 2925.45 1787.36 11475.6 979.617 372.906 362.276 9652.34 8155.08 666.128 2398.46 2134.53 587.428 526.989 93104.5 456.128 281.948 internal_count=911180 742926 168254 32404 13032 710522 155222 28269 10168 145352 43009 8335 4135 7507 19934 9870 60509 5698 2171 1964 50567 43045 3925 16505 14704 3593 3429 667513 2661 1742 is_linear=0 shrinkage=0.01 Tree=15 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 10 10 9 10 9 9 2 2 4 2 10 10 2 2 0 9 9 9 9 10 9 9 9 10 split_gain=513442 7672.96 5545.85 1929.22 850.428 716.674 569.419 496.084 330.927 301.884 378.156 236.877 217.312 203.718 151.845 121.677 115.781 112.85 109.86 93.3603 89.4241 89.3189 111.562 89.0427 79.7283 78.7414 92.2573 107.364 78.2776 75.0513 threshold=0.3781151175498963 0.015218299813568552 0.94052824378013633 2.7350000000000008 2.6750000000000003 0.00099748477805400022 0.068259380757808671 0.65440738201141369 1.0450000000000002 0.99473056197166454 2.2250000000000005 2.7350000000000008 1.0000000180025095e-35 0.96178188899707895 1.5000000000000002 1.0000000180025095e-35 0.094556797295808764 0.049213243648409809 0.94469928644240586 0.95469208211143708 1.0000000180025095e-35 3.2350000000000008 5.5050000000000008 5.6250000000000009 2.6250000000000004 0.99977076053619396 7.0450000000000008 3.0550000000000002 6.2350000000000012 0.00014260681928130004 decision_type=2 2 2 10 10 2 2 2 10 2 10 8 2 2 10 2 2 2 2 2 2 10 10 10 10 2 10 10 10 2 left_child=1 5 4 11 -2 29 23 15 -7 24 -11 16 20 21 19 -6 -3 -13 -17 -9 -8 -14 -23 -5 -4 -12 27 -27 -16 -1 right_child=2 3 9 6 7 8 12 14 -10 10 25 17 13 -15 28 18 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.011885806165881375 0.030109376026262794 0.0052255898469367769 0.034278876952065891 -0.0058836896763532669 0.019254050293974069 0.00054075200311278296 0.015607837776629246 0.022662014906411003 -0.0088957986620320714 0.03485792981275114 0.035052052372415474 0.013285063805146307 0.0064748635761230191 0.010777184792857608 0.014005320278402572 0.0081120606391694057 0.016355278641954029 0.025406551170988487 0.0193787957175665 0.032254991193830282 0.0052460725599944207 -0.0023691960931650721 0.0054980200512883973 0.00050749208680901984 0.029988102411991135 0.036870970598381778 0.0352739270470903 0.039147034859551615 0.025185812689503494 -0.010796104976621984 leaf_weight=85549.286981403828 742.78435890376568 198.16550248861313 697.6836002767086 1845.9942529499531 171.5372074842453 397.10223451256752 141.49589103460312 754.41377149522305 5792.4090086221695 17098.163638085127 1463.9246442019939 109.58508110046387 171.10173499584198 183.87879002094269 297.76738530397415 571.07770624756813 176.91696716845036 256.75880122184753 102.00314265489578 117.21317532658577 202.46789216995239 1190.5952215343714 212.40686440467834 247.17862215638161 1141.7188381999731 4361.872495636344 1521.3581405878067 3948.6044207811356 79.296420052647591 6824.581278398633 leaf_count=619311 3803 1178 3469 12670 1005 2377 883 4432 40632 83659 7794 610 1068 1153 1804 3648 993 1354 601 666 1259 8119 1438 1679 6357 22102 7522 20943 449 48202 internal_value=0 -0.0109752 0.0342873 0.00119105 0.0209167 -0.0115846 -0.00143705 0.0176547 -0.00829038 0.0355416 0.0357959 0.0160613 0.00223946 0.000817198 0.0216585 0.0117356 0.0104752 0.0217806 0.0098195 0.023952 0.00950858 -0.000346277 -0.00117814 -0.00512897 0.0316156 0.0372158 0.0375379 0.0379524 0.0163566 -0.0118053 internal_weight=0 103500 33069.4 4936.55 2836.09 98563.4 4195.12 2093.31 6189.51 30233.3 28393.9 741.426 2101.95 1757.98 1248.69 844.618 375.082 366.344 673.081 871.627 343.964 1574.1 1403 2093.17 1839.4 11295.8 9831.84 8310.48 377.064 92373.9 internal_count=911180 742926 168254 32404 16408 710522 28269 12605 43009 151846 142020 4135 13920 11778 7351 5254 2171 1964 4249 5098 2142 10625 9557 14349 9826 58361 50567 43045 2253 667513 is_linear=0 shrinkage=0.01 Tree=16 num_leaves=31 num_cat=0 split_feature=9 9 5 9 9 9 5 1 9 9 1 5 9 1 9 1 4 1 3 0 1 0 9 0 9 9 1 1 4 1 split_gain=247914 12779.9 6717.14 5394.44 6265.88 5000.21 4382.56 4121.73 2835.92 2484.73 2098.31 1843.6 1211.14 1171.73 1095.85 1042.52 960.124 878.095 785.158 774.68 727.955 693.708 617.802 889.223 1070.98 624.89 605.327 476.765 429.269 455.887 threshold=3.1750000000000003 2.5750000000000006 4.5000000000000009 6.0550000000000006 8.4800000000000022 3.8350000000000004 16.500000000000004 0.98936170212765973 5.4150000000000009 7.0450000000000008 0.25943732193732194 1.5000000000000002 2.5750000000000006 0.62532051282051293 3.5950000000000002 1.0000000180025095e-35 1.5000000000000002 0.27293771043771048 28.500000000000004 1.0000000180025095e-35 0.47839423846359036 1.0000000180025095e-35 4.5750000000000011 1.0000000180025095e-35 4.4750000000000005 4.495000000000001 0.1676706827309237 0.019324122479462254 1.5000000000000002 0.63673020527859248 decision_type=10 10 2 10 10 10 2 2 10 10 2 2 8 2 10 2 10 2 10 2 2 2 10 2 10 10 2 2 10 2 left_child=1 6 3 5 9 19 12 14 -9 13 -11 20 -1 -5 -4 21 -6 -8 -13 -2 -3 -7 23 -17 -25 -26 -18 -16 -15 -30 right_child=2 11 7 4 16 15 17 8 -10 10 -12 18 -14 28 27 22 26 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31 leaf_value=0.025659206240352103 0.00068635465512688397 0.013058355473915264 -0.0028338676771986031 -1.5549770663528287e-05 -0.011694032328644133 0.001388912941355476 0.0057289821734485833 -0.0055661827984548632 0.026692974612112712 0.030197052278053655 0.0022901647705081737 0.015805202551426607 0.030655290519007141 0.024556356231399824 -0.0056000066512780899 -0.0073328837508665782 0.032306877243343267 0.018809054279334027 0.0053076417636255344 0.009316273021350999 0.021032284618542816 -0.0058150704781417583 -0.0089101389126525713 -0.0036649840031462121 0.02860155799786479 0.0010145995444464176 -0.0018227909243792495 -0.010366795144480039 0.0263570755317422 -0.0065526767924611916 leaf_weight=7238.2314167320728 2435.488345131278 2071.7133275866508 2091.506420597434 1152.1952356100082 1669.4869357347488 1947.6554954797029 719.47711504995823 578.49214224517345 515.22017706930637 1113.0055361241102 355.48390626907349 959.97581325471401 14719.226495787501 344.42560282349586 2176.2277452796698 3336.4039210528135 80.193771168589592 1790.4954353272915 2763.7184383273125 1815.6191308200359 2559.1054599583149 4261.1636185795069 19667.973770022392 743.36972938477993 207.55059739947319 135.85677127540112 147.63924843072891 58541.733991831541 66.541260629892349 114.56357231736183 leaf_count=37377 16004 11974 14285 7653 12278 12785 4496 3968 2613 5494 2282 5652 72095 1807 15556 23527 420 10158 17393 10965 13851 29175 140645 4965 1028 884 989 429731 370 760 internal_value=0 0.0239312 -0.00761034 -0.00437388 0.00528703 -0.00578412 0.0275774 -0.00961566 0.00963029 0.0139427 0.0234415 0.0132525 0.0290083 0.00562849 -0.00995079 -0.00720905 -0.00906612 0.0150597 0.00801393 0.00437213 0.0174649 -0.00355524 -0.00815072 -0.00477389 0.00308221 0.0176878 0.0101903 -0.0101959 0.0180027 0.00553897 internal_weight=0 32821.9 103498 39594.6 5043.54 34551.1 24467.4 63903.2 1093.71 3146.22 1468.49 8354.51 21957.5 1677.73 62809.5 30300 1897.32 2509.97 3723.69 4251.11 4630.82 6208.82 24091.2 4423.18 1086.78 343.407 227.833 60718 525.53 181.105 internal_count=911180 172996 738184 272031 32053 239978 124126 466153 6581 18366 7776 48870 109472 10590 459572 213009 13687 14654 23045 26969 25825 41960 171049 30404 6877 1912 1409 445287 2937 1130 is_linear=0 shrinkage=0.01 Tree=17 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 5 5 5 10 1 10 1 1 1 4 10 5 5 1 10 4 10 4 5 4 4 1 1 4 split_gain=489866 7607.03 4996.64 895.632 714.11 526.944 373.768 341.452 312.267 249.41 177.96 176.844 141.245 98.4009 97.7346 96.7584 92.3376 89.1706 86.4207 85.7439 82.154 81.4211 74.2033 73.7815 67.7321 62.8172 58.2332 47.5466 52.6748 47.342 threshold=0.3781151175498963 0.015218299813568552 0.8784809708595277 0.068259380757808671 0.00099748477805400022 0.98755538463592529 3.5000000000000004 64.500000000000014 5.5000000000000009 0.65440738201141369 0.040202020202020204 0.18897357583045957 0.034723896792862259 0.055738304093567205 0.98936170212765973 2.5000000000000004 0.99977076053619396 47.500000000000007 1.5000000000000002 0.98936170212765973 0.0043998162727802515 2.5000000000000004 0.00014260681928130004 1.5000000000000002 1.5000000000000002 1.5000000000000002 1.5000000000000002 0.051836094939543158 0.94494949494949509 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 10 2 8 2 10 10 2 2 10 left_child=1 4 7 12 22 17 11 9 -7 13 -8 25 -3 -2 26 24 -10 -4 -14 -18 -6 -13 -1 -11 -15 -5 -12 -22 -29 -9 right_child=2 3 5 6 20 8 10 29 16 23 14 21 18 15 -16 -17 19 -19 -20 -21 27 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.011847445022704246 0.0212406697282875 0.0019633664550521104 0.029540325071326132 0.0073563671918467546 -0.0091682145540556096 0.033847489874736611 0.013125011917426382 0.011020978146996088 0.033382820818883413 0.025034887156517464 0.0007423946245114385 0.013795590402017908 -0.0016660390508591004 0.018266220509776228 0.015476352193358833 0.0028028865465256287 0.037820099080223969 0.022273808139172277 -0.0059936479056351393 0.033957155633954621 -0.0036948979412344267 0.001135111421791665 -0.010758667869612172 0.018969114343718955 0.011423286169279203 0.0013272516994874185 -0.0044586819438220005 -0.007844209106455927 -0.00090904608803729636 0.0021718806127037811 leaf_weight=84435.242539137602 285.83877822756767 432.41595515608788 1660.1103328764439 601.77853205800056 3751.5095725506544 24817.56248691678 106.36328260600567 181.79599964618683 754.4859462082386 757.57836779952049 598.06271329522133 564.72763779759407 743.73531709611416 357.50875347852707 36.839019909501076 66.710999563336372 3489.4470143616199 188.00111865997314 1215.7570583671331 687.87185296416283 409.5437233299017 55.817595794796944 6760.7933162897825 272.71483069658279 242.93989573419094 242.42829078435898 336.33171534538269 1867.2434814572334 116.34280663728714 90.580173134803772 leaf_count=619311 1605 2770 8791 3752 26340 119989 676 1127 3994 4179 4029 3369 4890 2051 221 424 18050 1079 8458 3319 2777 355 48202 1556 1506 1567 2317 13157 735 584 internal_value=0 -0.0109304 0.0329559 0.00118284 -0.0115444 0.0339823 0.00531529 0.0185769 0.0343042 0.0200187 0.000844987 0.00860403 -0.00320954 0.0163315 -0.000499843 0.0142282 0.0366025 0.0288011 -0.00435108 0.037184 -0.00824469 0.0126568 -0.0117667 0.0234293 0.0154976 0.005625 -0.00112971 -0.00679697 -0.00743744 0.00807816 internal_weight=0 102275 33853.1 4934.26 97340.7 31597.5 2542.35 2255.67 29749.4 1983.29 1077.6 1464.75 2391.91 952.998 971.233 667.16 4931.8 1848.11 1959.49 4177.32 6144.64 620.545 91196 1030.29 600.449 844.207 934.394 2393.13 1983.59 272.376 internal_count=911180 742926 168254 32404 710522 155222 16286 13032 145352 11321 7243 9043 16118 5586 6567 3981 25363 9870 13348 21369 43009 3724 667513 5735 3557 5319 6346 16669 13892 1711 is_linear=0 shrinkage=0.01 Tree=18 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 2 10 2 0 2 2 4 4 2 4 10 10 10 0 2 0 2 2 10 10 2 4 4 4 split_gain=475970 7562.35 4756.27 876.188 715.666 507.464 294.853 281.994 184.152 185.924 120.145 112.983 111.794 99.1688 94.5863 90.2894 85.5277 74.6549 72.1502 65.9872 72.376 64.0948 67.2056 57.6578 70.8036 57.4146 52.3728 45.8394 45.8261 45.4179 threshold=0.3781151175498963 0.015218299813568552 0.8784809708595277 0.068259380757808671 0.00099748477805400022 0.98755538463592529 1.0000000180025095e-35 0.65440738201141369 0.96178188899707895 1.0000000180025095e-35 0.50155279503105599 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 0.2688089013099671 0.00014260681928130004 0.18897357583045957 1.0000000180025095e-35 0.96784532671629464 1.0000000180025095e-35 0.96446608946608958 0.90501253132832093 0.99951267242431652 0.0043998162727802515 0.25108695652173912 2.5000000000000004 2.5000000000000004 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 8 10 2 10 2 2 2 2 2 2 2 2 2 2 2 10 10 10 left_child=1 4 7 15 17 -4 18 11 9 16 -7 -2 -9 19 -6 21 27 -1 -5 20 -13 22 26 24 -12 -16 -3 -8 -10 -11 right_child=2 3 5 6 14 10 8 12 28 29 23 13 -14 -15 25 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011823646157862831 0.020581853634477187 0.0011058095245646223 0.028115252728034716 0.0089572950541075332 -0.0051159723848626572 0.033052307771109422 0.0008710444775969035 0.023517418210125644 0.013684058038054583 0.011970112163927904 0.031609497541658378 0.011303621828220171 0.016563151127801597 0.0029326651183970093 -0.0095390510391678302 -0.0059358083077714324 0.0059501551790172727 -0.010727628225910803 0.01689368963482021 0.01985265012092733 0.021806725043322574 0.0017170605320454846 0.0045724838055093611 0.033163157849744884 0.03521883725083829 -0.0073947704710681525 -0.0046912068014533003 -0.004647874436640876 -0.0027962326239385558 0.0020935902550183899 leaf_weight=83762.515927508473 245.31097035109997 188.21782341599464 1874.1306636631489 260.52452273666859 852.13332095742226 20737.985596597195 1088.5434179604053 853.16229505836964 201.1874368339777 231.43669608235359 595.81315200030804 542.03833638131618 317.07067278027534 89.618730083107948 3219.5820848494768 795.19577802717686 312.60380712151527 6712.7924932539463 204.43713136017323 156.12734337151051 74.643196642398834 389.32452629506588 108.05352400243282 2652.5235726684332 6190.2028646767139 2039.8529701977968 906.13683415949345 174.64368730783463 18.417211830615997 58.286883533000946 leaf_count=619311 1351 1213 9870 1572 5633 98968 7234 4695 1214 1378 3073 3306 1818 572 22960 5480 2017 48202 1178 868 422 2453 704 12718 30593 14416 6268 1206 114 373 internal_value=0 -0.0109016 0.0321721 0.00117022 -0.0115186 0.0331644 0.00524599 0.01821 0.00364027 0.00262064 0.033478 0.0145937 0.0216332 0.0128905 -0.00820665 -0.00318414 0.00126698 -0.0117423 0.0124468 0.0140452 0.0125749 -0.00180946 -0.0029513 0.0344133 0.0349019 -0.0087074 -0.00369418 0.000108019 0.0123019 0.00998314 internal_weight=0 101524 34328.6 4937.01 96586.9 32050.7 2550.08 2277.97 2085.12 1865.51 30176.5 1107.74 1170.23 862.428 6111.57 2386.93 1575.79 90475.3 464.962 772.809 616.682 1591.73 1202.41 9438.54 6786.02 5259.44 1094.35 1263.19 219.605 289.724 internal_count=911180 742926 168254 32404 710522 155222 16286 13032 13536 12208 145352 6519 6513 5168 43009 16118 10457 667513 2750 4596 3728 10638 8185 46384 33666 37376 7481 8440 1328 1751 is_linear=0 shrinkage=0.01 Tree=19 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 9 10 10 9 1 1 9 9 10 10 10 9 1 9 9 1 9 10 9 9 0 10 9 4 9 split_gain=462781 7518.15 4538.91 1769.8 717.256 653.453 537.414 490.407 365.371 356.03 324.564 320.139 218.406 168.021 118.462 118.212 116.748 123.976 105.113 107.504 102.599 93.3008 90.6519 90.2121 123.273 84.5673 75.1142 69.1887 65.8534 62.4302 threshold=0.3781151175498963 0.015218299813568552 0.8784809708595277 2.7350000000000008 0.00099748477805400022 2.6750000000000003 0.068259380757808671 0.98755538463592529 2.2250000000000005 0.05298245614035086 0.040202020202020204 8.8450000000000006 1.0450000000000002 0.65440738201141369 0.049213243648409809 0.99977076053619396 3.6650000000000005 0.05298245614035086 3.2350000000000008 5.4750000000000005 0.05298245614035086 5.4250000000000007 0.094556797295808764 7.0450000000000008 3.2050000000000005 1.0000000180025095e-35 0.00014260681928130004 3.7050000000000005 1.5000000000000002 5.7650000000000006 decision_type=2 2 2 10 2 10 2 2 10 2 2 8 10 2 2 2 10 2 10 10 2 10 2 10 10 2 2 10 10 10 left_child=1 4 5 12 26 -2 20 16 -9 -7 25 -6 14 29 -3 -10 -4 -18 -12 28 -5 -19 -14 24 -17 -8 -1 -15 -20 -11 right_child=2 3 7 6 11 9 10 8 15 13 18 -13 22 27 -16 23 17 21 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011800153374676837 0.027016077864572271 0.011845273659336049 0.029974927013314341 -0.00036412973166642947 -0.0088311089244247597 0.022077968866373438 0.013701272710486677 0.031801459345320901 0.031772980016091912 0.0072204951106949987 0.0071219715003517335 -0.00021728354322916537 0.0038523786480027717 0.02164058850424316 0.023187228174868738 0.0339251931886018 0.030209634152979236 0.019411447008718635 -0.00027753090406936078 0.0052800805198235509 -0.0060807015081822992 0.027120290436963956 0.014491854338521196 0.032272984434677139 0.03636871681111379 0.0050572148132186192 -0.010696802364329308 0.013763294939783371 -0.0051170772566560864 0.017681385934841476 leaf_weight=83093.338962838054 581.72778125107288 131.52952919900417 936.93575768172741 385.92274457216263 5611.2750590592623 478.7595162242651 241.08501745760441 18269.398373931646 1952.5047240704298 562.70973326265812 188.98964607715607 467.40562975406647 167.77027313411236 146.50740663707256 307.09520415961742 5430.0633960962296 311.06733025610447 387.38114535808563 787.0075668245554 242.5909620821476 1683.6687412559986 263.99959136545658 153.21853715181351 1601.4045773297548 3331.1549130231142 213.32803930342197 6665.0553930997849 466.66071397066116 437.45858730375767 63.486833870410919 leaf_count=619311 2864 723 4573 2539 40083 2661 1478 84843 9942 3519 1156 2926 990 806 1582 26165 1658 2202 5328 1631 11810 1437 840 7522 16880 1303 48202 2787 3024 395 internal_value=0 -0.010873 0.0314315 0.00115777 -0.0114931 0.0178555 -0.00139387 0.0323926 0.0326988 0.0147538 0.00215686 -0.00816877 0.0151991 0.0119246 0.0197861 0.0340301 0.0274622 0.025016 0.000102624 -0.000801624 -0.00501472 0.0225358 0.00893095 0.0344554 0.0348543 0.00964325 -0.0117182 0.0156455 -0.00200653 0.00828107 internal_weight=0 100777 34783.8 4939.66 95837.1 2299.85 4180.05 32483.9 30584.5 1718.12 2110.46 6078.68 759.614 1239.36 438.625 12315.1 1899.38 962.448 1656.05 1467.06 2069.59 651.381 320.989 10362.6 8761.22 454.413 89758.4 613.168 1224.47 626.197 internal_count=911180 742926 168254 32404 710522 13032 28269 155222 145352 10168 13920 43009 4135 7507 2305 60509 9870 5297 11139 9983 14349 3639 1830 50567 43045 2781 667513 3593 8352 3914 is_linear=0 shrinkage=0.01 Tree=20 num_leaves=31 num_cat=0 split_feature=9 9 9 1 9 1 1 9 9 0 0 1 9 0 0 1 9 9 9 9 9 3 0 9 9 0 0 1 1 1 split_gain=223983 10677.6 5266.82 4375.55 3534.45 2991.04 6286.71 2523.14 1624.12 1414.42 1256.96 1252.16 1108.39 1084.59 923.312 898.527 843.293 862.06 656.837 2236.38 1299.75 573.545 551.76 539.584 524.1 443.889 405.987 366.158 359.818 544.117 threshold=3.1750000000000003 2.2250000000000005 3.7350000000000008 0.96213569039656011 5.5950000000000006 0.091372912801484213 0.087337909992372217 7.0450000000000008 2.8250000000000006 1.0000000180025095e-35 1.0000000180025095e-35 0.019324122479462254 6.2150000000000007 1.0000000180025095e-35 1.0000000180025095e-35 0.77442071785552036 4.5750000000000011 4.4750000000000005 9.7700000000000014 8.1200000000000028 8.2700000000000014 27.500000000000004 1.0000000180025095e-35 4.495000000000001 2.2250000000000005 1.0000000180025095e-35 1.0000000180025095e-35 0.47385509227614492 0.98936170212765973 0.49844720496894418 decision_type=10 10 10 2 10 2 2 10 10 2 2 2 10 2 2 2 10 10 10 10 10 10 2 10 8 2 2 2 2 2 left_child=1 13 9 5 -5 6 11 -8 26 -2 12 21 -7 24 -10 18 17 -12 19 -14 -21 -4 -6 -19 -1 -23 -3 -16 29 -26 right_child=2 8 3 4 22 10 7 -9 14 -11 16 -13 15 -15 27 -17 -18 23 -20 20 -22 25 -24 -25 28 -27 -28 -29 -30 -31 leaf_value=0.020897059138980385 -0.0016658795238404733 0.015931923794428059 -0.0071743737959761014 -0.0054259319330620592 0.022377309763064269 -0.010114077814310228 -0.010501082003232137 0.02963844249674558 0.0076752214794740892 0.0087477283747290618 -0.0027718358388968451 -0.010153803871442119 -0.0072445427925547801 0.028631134383070297 0.011502847979534506 0.015716379724061594 -0.0068894032285843976 0.024813180499733137 -0.010834329229518855 0.025792530576170324 -0.00085064109934958115 0.00063605668660463661 0.0030820516209766496 -0.00028942397642901715 0.023367243113953121 -0.0045888689567258421 0.021409205018049077 0.020463048639463619 0.020306270108496376 0.028576619857502292 leaf_weight=3457.8852619379759 4831.7530137747526 3530.6033447384834 3804.1841351985931 1349.3865275681019 865.82166041433811 61275.401103585958 200.33110845088959 717.42203448712826 3819.983752951026 1786.572355851531 982.72661034762859 5039.7417804151773 4958.8331523239613 9912.9825362712145 850.52009995281696 181.89788371324539 4674.8336690813303 224.95227116346359 2677.4170780479908 339.55066540837288 397.38776697218418 2893.578171312809 178.80618719756603 138.25732597708702 3671.616079211235 3711.6400204747915 2194.3426292389631 983.39483568072319 1182.4567023068666 4417.2332468479872 leaf_count=17798 32897 19471 27367 9383 4347 459544 1479 3285 23232 10700 6691 37929 36471 46351 4870 1071 33832 1089 20394 1692 2779 19518 1140 920 18446 25656 11218 5118 5914 20578 internal_value=0 0.0221795 -0.00747898 -0.00808226 0.00526487 -0.00842876 -0.00455171 0.0208766 0.0142769 0.0011452 -0.00926533 -0.00606227 -0.00964332 0.026151 0.0104752 -0.00627158 -0.00488127 0.00209357 -0.00674924 -0.00482896 0.0114254 -0.00408135 0.0190746 0.0152578 0.0242196 -0.00229996 0.0180313 0.0163076 0.0254588 0.026212 internal_weight=0 34021 101230 94612.2 2394.01 92218.2 16366.9 917.753 11378.8 6618.33 75851.3 15449.1 69830.5 22642.2 5653.9 8555.09 6020.77 1345.94 8373.19 5695.77 736.938 10409.4 1044.63 363.21 12729.2 6605.22 5724.95 1833.91 9271.31 8088.85 internal_count=911180 172996 738184 694587 14870 679717 115234 4764 63909 43597 564483 110470 521951 109087 33220 62407 42532 8700 61336 40942 4471 72541 5487 2009 62736 45174 30689 9988 44938 39024 is_linear=0 shrinkage=0.01 Tree=21 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 1 10 10 9 10 9 10 1 1 9 10 9 9 9 4 10 9 9 9 1 9 9 9 9 split_gain=443508 6119.31 5661.72 1482.62 796.451 463.141 450.848 447.525 425.852 441.616 277.962 235.625 219.258 212.904 122.893 122.211 100.236 98.3392 96.5477 150.432 88.0869 81.769 74.4713 87.347 73.4869 69.5373 101.819 60.9251 60.6173 75.0025 threshold=0.2688089013099671 0.8784809708595277 0.0089773964136838514 2.6750000000000003 2.6750000000000003 0.0006371206545736001 0.047905909351692456 0.068259380757808671 0.98755538463592529 2.2250000000000005 0.65440738201141369 7.4250000000000007 0.049213243648409809 0.034723896792862259 0.047905909351692456 2.5450000000000004 0.99977076053619396 7.4250000000000007 7.0450000000000008 3.2050000000000005 1.5000000000000002 0.51461192965507518 3.3550000000000004 5.4750000000000005 1.5450000000000002 0.047905909351692456 3.6650000000000005 3.7050000000000005 5.6350000000000007 3.5050000000000003 decision_type=2 2 2 10 10 2 2 2 2 10 2 8 2 2 2 8 2 8 10 10 10 2 10 10 10 2 10 10 10 10 left_child=2 4 5 12 -2 -1 21 14 17 -10 20 -7 24 -9 -5 -14 -11 25 19 -18 -8 -6 -15 -24 -4 -3 -27 -12 29 -22 right_child=1 8 3 7 6 11 10 13 9 16 27 -13 15 22 -16 -17 18 -19 -20 -21 28 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.011704064418414163 0.025249141187025127 0.028744047993555774 0.010028040974816336 -0.0010471934611089868 0.0156500143417104 -0.0095105392437469464 0.0090109377103948923 0.0079586938167241269 0.030567043241012212 0.030931175386564844 0.021037060979890155 -0.0026970807226334111 0.010067741032195477 0.0049968029591663486 -0.0063932057187173008 0.021454352165368146 0.032775629621164371 0.030406776027313013 0.031145272773045751 0.035451865990048147 0.014000297509768314 0.023406241465558794 -0.0029896642756618752 0.0043855485553246885 0.00053133441708999563 0.027760245445064481 0.021224849492700235 0.013693616035598401 0.011649757983767285 -0.0016332309507336462 leaf_weight=87296.973302617669 705.8362385481596 417.91570366919041 206.90193483233452 525.19222076237202 216.02013306319714 5861.095927387476 636.98510466516018 353.15652187168598 18655.126110196114 1983.0795400291681 148.67538939416409 555.68008933961391 150.79249531030655 191.53669272363186 2372.3147768974304 251.41319766640663 5537.946671500802 521.99307854473591 1632.0441395640373 3383.6556277126074 35.531816735863686 366.56888636946678 948.70654153823853 193.30205808579922 134.41981606185436 401.35415996611118 587.11272001266479 470.55167903006077 59.958931162953377 225.08539681136608 leaf_count=657925 3429 2144 1138 3504 1252 42474 4003 2165 84843 9942 806 3556 824 1177 16870 1282 26165 2473 7522 16880 212 1992 6574 1307 805 1976 3277 2800 377 1486 internal_value=0 0.0300476 -0.0109434 -0.000915816 0.0160274 -0.0115135 0.0130131 -0.00304033 0.0312605 0.0315425 0.0102356 -0.00892051 0.0121829 0.00105481 -0.00542421 0.0171854 0.0329939 0.0267001 0.0333815 0.0337906 0.00685928 0.0205303 -0.000773508 -0.0017413 0.00628803 0.0253243 0.0238785 0.0154568 0.00258393 0.0004982 internal_weight=0 35985.4 99041.5 5327.74 2865.21 93713.7 2159.38 4584.21 33120.2 31191.9 1576.79 6416.78 743.527 1686.7 2897.51 402.206 12536.7 1928.38 10553.6 8921.6 957.561 582.589 1333.55 1142.01 341.322 1406.38 988.467 619.227 320.576 260.617 internal_count=911180 171579 739601 35646 16357 703955 12928 31597 155222 145352 9684 46030 4049 11223 20374 2106 60509 9870 50567 43045 6078 3244 9058 7881 1943 7397 5253 3606 2075 1698 is_linear=0 shrinkage=0.01 Tree=22 num_leaves=31 num_cat=0 split_feature=9 9 5 9 9 9 2 5 9 9 4 5 9 9 4 2 9 3 9 2 2 2 2 2 9 9 9 9 2 5 split_gain=213198 9859.08 6483.23 4910.28 5507.72 4622.05 4159.21 3414.67 2352.33 1996.65 1599.49 1516.67 1060.74 919.401 908.787 690.292 670.136 665.242 613.374 611.123 646.117 559.922 494.756 574.185 460.994 454.772 540.911 432.443 432.333 398.335 threshold=3.1750000000000003 2.5750000000000006 4.5000000000000009 6.0550000000000006 8.4800000000000022 3.8350000000000004 1.0000000180025095e-35 16.500000000000004 5.5950000000000006 7.0450000000000008 1.5000000000000002 1.5000000000000002 3.5950000000000002 2.5750000000000006 1.5000000000000002 0.72509541984732839 4.5750000000000011 28.500000000000004 6.1250000000000009 1.0000000180025095e-35 0.99938118811881205 0.55594679186228502 0.49341991341991348 0.27320574162679429 8.3400000000000016 6.2550000000000008 6.6150000000000011 8.8300000000000018 0.52013513513513521 28.500000000000004 decision_type=10 10 2 10 10 10 2 2 10 10 10 2 10 8 10 2 10 10 10 2 2 2 2 2 10 10 10 10 2 2 left_child=1 7 3 5 9 21 8 13 -4 18 24 28 -8 -1 -6 -9 -7 -13 -5 -18 -21 22 23 -2 -11 -20 -27 -16 -3 -14 right_child=2 11 6 4 14 16 12 15 -10 10 -12 17 29 -15 27 -17 19 -19 25 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.022836798382873842 0.0073898992468121863 0.017715986943699653 -0.0031103618548599114 0.01565823278160678 -0.011562845425363897 -0.0037618618695308571 -0.0027589608915162306 0.01680184637504685 0.022558625161354148 -0.0040468057460862098 0.026215229272866181 0.014409123065194164 -0.0089495033949145795 0.027063008006478519 0.025875552117818369 0.0053133695233854809 -0.004485356205326833 0.0048901635833494741 -0.0089444433310152706 -0.0089745203891955574 -0.0015883014240901567 -0.0011733245242485514 0.012074957377358302 -0.0044387125972072793 0.031154867689219854 0.011765538966114748 -0.0033905795358205211 -0.0019168397004443039 0.011050080877692303 -0.010694593860082917 leaf_weight=7659.363297060132 1248.1271906197071 3461.1576253175735 901.29681174457073 428.69071905314922 1597.0904872864485 5247.9100719541311 2041.7614248543978 1883.4742708057165 591.18281257152557 268.14233630895615 1227.5397707223892 995.30026748776436 19966.089759275317 15696.863300323486 96.136761575937271 724.06792722642422 4737.8799338340759 2798.3925679177046 299.67046156525612 18118.89361000061 1267.1383268237114 1356.7394562214613 1054.6628292948008 611.40579676628113 43.195124045014381 541.14087088406086 416.88637931644917 134.05109466612339 1353.4394563436508 37926.338775798678 leaf_count=37377 7584 18121 6292 2344 12278 36577 14153 10217 2924 1828 5740 5652 151387 72095 476 4437 32992 17393 2131 134895 8545 9062 6159 4164 208 3254 2861 933 7704 291397 internal_value=0 0.0213905 -0.00741261 -0.00420648 0.00498562 -0.00558697 -0.00943228 0.0244654 0.00705732 0.0128443 0.0210809 0.0121162 -0.0098429 0.0256771 -0.0088855 0.0136117 -0.00700038 0.00738753 0.00532824 -0.00770489 -0.00849173 0.00413324 0.00660377 0.00350071 0.000837093 0.00180722 0.00517034 0.00969051 0.0158421 -0.0100927 internal_weight=0 34572.1 100122 38695.3 5052.54 33642.8 61426.7 25963.8 1492.48 3225.27 1538.88 8608.29 59934.2 23356.2 1827.28 2607.54 29371.8 3793.69 1686.39 24123.9 19386 4270.94 2914.2 1859.53 311.337 1257.7 958.027 230.188 4814.6 57892.4 internal_count=911180 172996 738184 272031 32053 239978 466153 124126 9216 18366 7776 48870 456937 109472 13687 14654 213009 23045 10590 176432 143440 26969 17907 11748 2036 8246 6115 1409 25825 442784 is_linear=0 shrinkage=0.01 Tree=23 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 10 10 10 9 9 9 5 9 10 5 5 4 4 5 9 9 10 5 4 9 9 5 9 9 split_gain=425607 5624.28 5615.29 1387.33 705.583 517.848 461.531 377.034 373.283 503.63 227.058 161.015 158.668 139.268 134.251 127.015 122.68 98.4244 95.1509 90.3733 88.6122 107.168 88.4796 103.77 83.9932 81.0169 75.4859 72.2607 71.8087 104.2 threshold=0.2688089013099671 0.0089773964136838514 0.8784809708595277 1.5450000000000002 2.6750000000000003 0.068259380757808671 0.0006371206545736001 0.51461192965507518 0.98755538463592529 2.2250000000000005 7.4250000000000007 3.3550000000000004 64.500000000000014 5.705000000000001 0.036334333941340412 2.5000000000000004 97.500000000000014 1.5000000000000002 1.5000000000000002 12.500000000000002 2.9150000000000005 5.6250000000000009 0.99894970655441295 4.5000000000000009 1.5000000000000002 7.4250000000000007 5.5050000000000008 15.500000000000002 7.0450000000000008 3.2050000000000005 decision_type=2 2 2 10 10 2 2 2 2 10 8 10 2 10 2 2 2 10 10 2 10 10 2 2 8 8 10 2 10 10 left_child=1 6 4 14 -2 20 -1 16 25 19 -8 -7 17 15 -3 24 18 -9 26 -10 -5 -22 -11 28 -13 27 -6 -4 29 -24 right_child=2 3 8 5 7 11 10 12 9 22 -12 13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011668354373374384 0.024272464998905962 0.0082971397654825665 0.025811648295790142 0.00039936609015918287 0.01010696217785141 0.0075927145033581524 -0.009463981193595386 0.019500362951506027 0.029272312079514702 0.02947118137938684 -0.0027899665571839093 0.0045871134312994739 0.0073601582041723113 0.0085788772324138143 0.019419612265883752 -0.004158253473583751 -0.0016813054725757733 0.012940551933495898 0.0037618759826354032 0.032166795024815995 -0.0062989742317006419 -0.00035672947472295389 0.031095825367748096 0.033799479194285754 -0.0033582331996552441 0.029306877398243086 0.021386933611753128 0.02002657599075746 0.029427039400004004 0.033581949780379025 leaf_weight=86165.620801463723 719.90261971950531 168.73465718328953 1158.6266368925571 274.99499408900738 462.90653331577778 373.85152861475945 5807.6236909925938 805.25101664662361 17858.280144244432 1233.7962367832661 558.8038582354784 443.82889011502266 173.39261780679226 174.99959364533424 304.10757918655872 620.9334475249052 118.80570665001869 319.47355650365353 222.44572782516479 1148.0390352010727 2417.1574144214392 347.08591449260712 4274.4857836812735 3260.1967428177595 190.01323890686035 532.10556536912918 68.047708660364151 265.36862915754318 1196.5095793604851 2783.8022627085447 leaf_count=657925 3429 921 5941 1656 2832 2171 42474 4533 79469 6150 3556 2894 1067 1150 1522 4368 788 1866 1419 5374 17226 2446 19631 15869 1292 2473 423 1456 5350 13509 internal_value=0 -0.0109017 0.0290705 -0.000898903 0.0156935 -0.00249521 -0.0114764 0.0128479 0.0302174 0.0304786 -0.00887818 0.0017496 0.0162644 0.000221773 0.0154505 -0.000943766 0.00776305 0.0176371 0.00925235 0.0294471 -0.00501428 -0.00555285 0.0320162 0.0322889 0.00220526 0.0259776 0.0115526 0.0247336 0.0316923 0.0320764 internal_weight=0 97847.8 36601.4 5315.71 2890.23 4842.87 92532 2170.32 33711.2 31755.1 6366.43 1803.63 1298.12 1429.78 472.842 1254.78 872.206 1124.72 753.4 19006.3 3039.24 2764.24 12748.8 11515 633.842 1956.1 530.954 1424 8254.8 7058.29 internal_count=911180 739601 171579 35646 16357 33203 703955 12928 155222 145352 46030 11875 7466 9704 2443 8554 5462 6399 4674 84843 21328 19672 60509 54359 4186 9870 3255 7397 38490 33140 is_linear=0 shrinkage=0.01 Tree=24 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 10 1 10 9 10 9 1 10 1 9 10 9 9 9 9 10 0 9 9 9 9 9 1 9 split_gain=414866 5599.72 5397.13 1354.42 680.741 463.103 434.312 421.369 365.184 453.451 259.697 225.819 204.109 203.697 120.953 112.624 86.773 94.831 164.713 79.4278 77.0758 79.2712 76.4134 75.4064 110.13 67.5561 67.4449 84.1365 64.3189 86.0863 threshold=0.2688089013099671 0.0089773964136838514 0.8784809708595277 2.6750000000000003 2.6750000000000003 0.0006371206545736001 0.068259380757808671 0.047905909351692456 0.98755538463592529 2.2250000000000005 0.65440738201141369 7.4250000000000007 0.034723896792862259 0.049213243648409809 0.047905909351692456 2.5450000000000004 0.99977076053619396 7.0450000000000008 3.1750000000000003 7.4250000000000007 7.6450000000000005 0.51461192965507518 1.0000000180025095e-35 3.8050000000000002 5.5050000000000008 1.5450000000000002 3.3550000000000004 5.4750000000000005 0.047905909351692456 3.6650000000000005 decision_type=2 2 2 10 10 2 2 2 2 10 2 8 2 2 2 8 2 10 10 8 10 2 2 10 10 10 10 10 2 10 left_child=1 5 4 13 -2 -1 14 20 19 -10 23 -7 22 25 -5 -15 -11 18 -18 28 21 -6 -8 -9 -25 -3 -14 -28 -4 -30 right_child=2 3 8 6 7 11 12 10 9 16 -12 -13 26 15 -16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31 leaf_value=-0.011645575861585137 0.023801247978559439 0.009360472229458551 0.027451636059420356 -0.00097121955491375096 0.013805813035686587 -0.009429441106996948 0.012337250080514058 0.011588693149241018 0.028882054598318108 0.029413757220026097 0.014951796008021739 -0.0027667138086368069 0.0047267264089998198 0.0094487446055251511 -0.006292039519733103 0.02025247044635841 0.030985760906300518 0.029475430182951626 0.033728209963705937 0.028709655255949037 0.032301068980379377 0.021693064382200537 0.0030585456597254836 0.0031410132271247689 0.012849654340306977 0.0003265647987123596 -0.0028905334320683492 0.0043477926765045447 0.026345640051491481 0.020409575245409296 leaf_weight=85474.282326251268 726.77854169905186 211.64825695753098 428.75211243331432 522.4324966520071 201.92490838468075 5770.7930289357901 181.88818421959877 237.0003449767828 19183.49637298286 2039.7526797652245 628.46988585591316 557.87002739310265 193.87878131866455 153.97304983437061 2344.3760201931 258.45622362196445 5587.1647759824991 1677.889245018363 3601.888161033392 537.71400915086269 45.701417773962021 345.39379514753819 173.33931863307953 580.95074416697025 146.25356128811836 135.94854199886322 941.06210118532181 193.62734654545784 412.51116149127483 599.15125353634357 leaf_count=657925 3429 1138 2144 3504 1155 42474 1109 1390 84843 9942 3606 3556 1177 824 16870 1282 25605 7522 17440 2473 251 1838 1056 3767 921 805 6574 1307 1976 3277 internal_value=0 -0.0108748 0.0284831 -0.00089091 0.0154172 -0.0114523 -0.00295478 0.0126294 0.0296 0.0298571 0.00995016 -0.00884212 0.00107629 0.0114664 -0.0053224 0.0162191 0.0313063 0.0316616 0.0320607 0.02543 0.0198249 0.0187832 0.00780955 0.00669008 0.00509359 0.00582722 -0.000724018 -0.00165536 0.0242057 0.02283 internal_weight=0 97113.6 36980.8 5310.63 2912.47 91802.9 4550.6 2185.69 34068.3 32090.2 1592.67 6328.66 1683.8 760.026 2866.81 412.429 12906.7 10866.9 9189.05 1978.13 593.02 547.319 355.228 964.205 727.204 347.597 1328.57 1134.69 1440.41 1011.66 internal_count=911180 739601 171579 35646 16357 703955 31597 12928 155222 145352 9684 46030 11223 4049 20374 2106 60509 50567 43045 9870 3244 2993 2165 6078 4688 1943 9058 7881 7397 5253 is_linear=0 shrinkage=0.01 Tree=25 num_leaves=31 num_cat=0 split_feature=5 2 2 2 2 5 1 3 2 4 4 4 4 1 5 1 1 4 5 1 2 7 1 5 2 1 3 4 1 1 split_gain=67748.4 9982.28 7450.33 6388.1 7891.6 5407.86 4647.66 2386.28 1909.68 1848.02 1575.72 1307.13 1284.3 1271.52 1153.77 1234.02 1015.67 996.489 982.045 1064.69 979.859 972.232 939.514 923.269 824.917 737.904 645.014 578.704 514.365 1156.36 threshold=3.5000000000000004 0.50155279503105599 1.0000000180025095e-35 0.49341991341991348 0.33477011494252878 1.5000000000000002 0.091372912801484213 27.500000000000004 0.90943267259056748 1.5000000000000002 1.5000000000000002 1.5000000000000002 2.5000000000000004 0.30735492577597845 4.5000000000000009 0.25092592592592594 0.24494897959183673 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 0.33248299319727892 1.0000000180025095e-35 0.74891304347826104 1.0000000180025095e-35 0.65465367965367982 0.66751700680272119 26.500000000000004 5.5000000000000009 0.75110619469026563 0.98936170212765973 decision_type=2 2 2 2 2 2 2 8 2 10 10 10 10 2 2 2 2 8 2 2 2 2 2 2 2 2 10 10 2 2 left_child=1 3 17 4 5 7 8 21 -3 13 -4 22 -5 -8 15 16 -12 -2 19 -10 27 -1 25 24 -15 -9 -20 -13 -24 -30 right_child=2 6 10 12 -6 -7 9 11 18 -11 14 20 -14 23 -16 -17 -18 -19 26 -21 -22 -23 28 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0044233763610101859 0.007243415047264128 0.024265017834428759 -0.0061065591061649858 0.017654542296957815 -0.0022050582368121031 -0.0019550807103563849 -0.0022096540660795352 0.014130600381825524 0.014050976015638695 -0.0045283473113319032 -0.006622269600413816 0.0051314888551789017 -0.005648474065330881 0.0036469791068234696 -0.0095754514426417414 -0.0083050450639360947 0.02510144741966109 0.023691848829682127 -0.0074446443943189536 -0.0011195930172848438 0.018823781956085323 0.02754772023806927 0.02283162400898003 -0.0016813502921516925 0.01194497274637331 0.0011760816865334616 0.0057570543473067729 0.019154204722887959 0.0035682590431841766 0.019132644866059232 leaf_weight=3880.9598747044802 2027.3542269468307 814.06004618108273 38746.945238426328 10298.548494338989 5984.9380151182413 2998.6779233217239 4056.684657305479 7410.1150225400925 2424.693258702755 6663.6079430729151 156.35942624509335 2890.3707675337791 242.06514695286751 2922.4034810960293 27865.703752711415 584.30590268969536 284.64724838733673 450.0876332372427 533.4162800014019 571.69205519556999 816.76314802467823 190.75192059576511 1987.3517089486122 1603.6763364821672 2030.3482652753592 467.43768714368343 1208.718479976058 327.66445432603359 579.60791756212711 2705.4495938718319 leaf_count=24115 12360 3738 287653 53457 41625 20873 28238 40327 13311 47675 1125 18002 1754 18781 216247 4353 1308 2053 3960 3893 4139 825 9337 11042 11452 3075 7485 1681 3701 13595 internal_value=0 0.0074517 -0.00680067 0.0104157 0.00807897 0.0106165 0.0021571 0.01239 0.010116 -0.000400825 -0.00742453 0.014021 0.0171194 0.0021907 -0.00919212 0.00122589 0.0138538 0.0102317 0.00768527 0.0111565 0.009042 0.00550671 0.0155487 0.00491335 0.00704869 0.0133619 0.00171489 0.0065593 0.0188159 0.0163865 internal_weight=0 63610 70115.4 40780.7 30240.1 24255.2 22829.3 21256.5 5552.58 17276.7 67638 17184.8 10540.6 10613.1 28891 1025.31 441.007 2477.44 4738.52 2996.39 4034.8 4071.71 13150 6556.43 4952.75 7877.55 1742.13 3218.04 5272.41 3285.06 internal_count=911180 386081 525099 236506 181295 139670 149575 118797 32387 117188 510686 93857 55211 69513 223033 6786 2433 14413 28649 17204 23822 24940 70035 41275 30233 43402 11445 19683 26633 17296 is_linear=0 shrinkage=0.01 Tree=26 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 2 2 4 2 0 4 4 2 0 2 2 2 10 2 10 3 10 2 2 0 0 2 0 split_gain=401562 5561.55 5115.41 688.277 462.86 407.457 346.341 169.314 143.094 141.037 134.971 119.203 99.0823 96.0816 66.6586 64.2058 71.6702 62.7526 62.6651 52.749 52.1335 51.3847 50.1188 49.5083 48.7232 50.9529 43.4473 43.3261 42.9541 42.9064 threshold=0.2688089013099671 0.0089773964136838514 0.8784809708595277 0.068259380757808671 0.0006371206545736001 0.51461192965507518 0.98755538463592529 1.0000000180025095e-35 0.50155279503105599 1.5000000000000002 0.97156334231805941 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 0.90501253132832093 1.0000000180025095e-35 0.96352549889135264 1.0000000180025095e-35 1.0000000180025095e-35 0.99951267242431652 0.11180555555555556 0.78322452306747448 27.500000000000004 6.4727209974080338e-05 1.0000000180025095e-35 0.9566262541806021 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 10 2 2 10 10 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 left_child=1 4 5 13 23 12 -4 22 -8 21 11 -9 20 15 19 16 17 -3 -6 -10 -2 24 -5 -1 -7 27 -22 -26 -11 -21 right_child=2 3 6 7 18 9 8 10 14 28 -12 -13 -14 -15 -16 -17 -18 -19 -20 29 26 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.011697535927938832 0.016731239152407137 0.0014979079280893243 0.024806359465298505 9.6786686183954388e-05 -0.0063254244298038987 0.022053570062475169 0.028643282662980295 0.00016588371683675 0.02783733790241075 0.020491403881351813 0.010820758985608508 0.0080268894696646307 0.005710913709067982 -0.0061604077888240188 0.028779099553363451 0.00050569432063634994 0.0031090465953403689 -0.0048795908766136997 -0.0092062100772967899 0.031321796856147804 0.0093746726974097954 0.02251201937645397 0.011193750118613715 -0.010893111047599411 0.013915074636500741 0.023336451318839987 0.015761927883836853 0.020540091110476028 0.012195030354981283 0.029497313247861617 leaf_weight=76043.456389844418 197.16037014126778 174.43603228032589 2002.9341361671686 46.550234898924828 877.6291316151619 251.2932893037796 22334.015912696719 1264.5214256197214 639.47483579814434 73.479127809405327 167.94831667840481 227.62338724732399 323.5198133289814 1083.665725082159 2855.7599232047796 531.23619747161865 149.79429736733437 1335.7580634653568 5408.4659915268421 4921.7352743595839 472.06279148161411 443.61459876596928 323.83743895590305 8506.6593981906772 391.74419376254082 101.16927091777325 137.52068267762661 131.96665665507317 414.12232382595539 1746.3182847052813 leaf_count=593705 1058 1102 9870 278 5913 1258 98968 8483 3073 375 987 1355 1982 7726 12718 3370 995 9492 40117 22778 2870 2305 1858 64220 2226 524 744 670 2345 7815 internal_value=0 -0.0108407 0.0277635 -0.000888621 -0.011422 0.0150959 0.0288422 0.00368566 0.0290909 0.018041 0.00232168 0.00136506 0.0103864 -0.00372474 0.0300746 -0.00252019 -0.00348855 -0.00414295 -0.00880401 0.0305809 0.0122613 0.019739 0.00979909 -0.0116166 0.018335 0.0168395 0.0108156 0.0155845 0.0134453 0.030844 internal_weight=0 96141.6 37437.9 5305.37 90836.2 2937.65 34500.2 2030.48 32497.3 1807.39 1660.09 1492.14 1130.26 3274.89 10163.3 2191.22 1659.99 1510.19 6286.1 7307.53 806.744 1319.79 370.388 84550.1 876.173 624.88 609.583 523.711 487.601 6668.05 internal_count=911180 739601 171579 35646 703955 16357 155222 12961 145352 9703 10825 9838 6654 22685 46384 14959 11589 10594 46030 33666 4672 6983 2136 657925 4678 3420 3614 2896 2720 30593 is_linear=0 shrinkage=0.01 Tree=27 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 10 10 9 10 9 10 5 9 5 9 5 9 5 4 4 5 10 4 9 9 5 9 9 9 split_gain=391857 5539.01 4940.22 1304.45 640.608 464.611 418.588 341.299 401.229 336.995 224.714 192.005 142.585 120.452 114.326 107.711 139.054 98.819 94.3687 86.4585 86.3195 85.0447 99.5013 79.364 78.0515 72.8026 93.8059 70.5145 67.4297 63.6496 threshold=0.2688089013099671 0.0089773964136838514 0.8784809708595277 2.6750000000000003 2.6750000000000003 0.0006371206545736001 0.068259380757808671 0.98755538463592529 2.2250000000000005 0.51461192965507518 7.4250000000000007 0.036334333941340412 64.500000000000014 2.5450000000000004 97.500000000000014 5.8550000000000013 1.5000000000000002 5.6250000000000009 7.5000000000000009 1.5000000000000002 1.5000000000000002 5.5000000000000009 0.99989646673202526 1.5000000000000002 5.5150000000000006 3.6650000000000005 15.500000000000002 5.5050000000000008 4.1150000000000011 6.1150000000000011 decision_type=2 2 2 10 10 2 2 2 10 2 8 2 2 8 2 10 2 10 2 10 10 2 2 10 8 10 2 10 10 10 left_child=1 5 4 11 -2 -1 17 24 18 14 -7 -3 20 -13 19 16 23 28 -9 27 -11 -10 -23 -8 25 -4 -27 -6 -5 -22 right_child=2 3 7 6 9 10 15 8 21 12 -12 13 -14 -15 -16 -17 -18 -19 -20 -21 29 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.011594456538946821 0.022891944736750536 0.0045633260703100238 0.025326366737146382 -0.0034053350127723841 0.0095568419300031907 -0.0093597437865674381 0.0055099779167107369 0.027427998816896674 0.029389566028879214 0.018313496232842622 -0.0026912101617267625 0.0085441375618056925 0.006947568852176518 0.018813385929156302 -0.0017399239183292373 0.0092318266043543845 -0.0025760192303935165 -0.00023457416652119755 0.030026211508699292 0.0035659342909840313 0.010002341071184466 0.028000215713417053 0.03204255997425727 -0.0018602236589358228 0.026720965814429065 0.022284112829992323 0.01266571827896148 0.020312281208613576 -0.0070082776777089283 0.020933881193136862 leaf_weight=83867.913399703801 739.97839529812336 278.53181082010269 567.48958891630173 735.64241521060467 472.21663957834244 5694.463667601347 520.61422570049763 18055.226072102785 9580.9270485937595 830.50925759971142 554.53096723556519 182.53053018450737 176.33507288992405 305.19563184678555 119.27643612027168 146.12633711099625 818.05680452287197 344.18182888627052 1515.2229489088058 224.51919198036194 259.59159450232983 772.95535661280155 2869.3628283888102 203.10376812517643 805.83839732408524 524.53702457249165 125.69463150203228 69.991732001304626 1767.441902667284 67.014128372073174 leaf_count=657925 3429 1568 2649 5004 2832 42474 3258 78006 43311 4533 3556 975 1067 1506 788 948 5666 2446 6837 1419 1512 3742 13456 1351 3796 2729 696 423 12924 354 internal_value=0 -0.0108141 0.0272381 -0.000880475 0.0148343 -0.0113985 -0.00291944 0.0282924 0.0285384 0.0121479 -0.00876798 0.0111873 0.0153242 0.0149701 0.00736755 0.00102639 0.00024869 -0.00525858 0.0276292 0.00878436 0.0166007 0.029884 0.0311847 0.00344161 0.0243067 0.0227091 0.0204248 0.0109452 -0.00594939 0.0122453 internal_weight=0 95418.3 37776.7 5301.43 2959.43 90116.9 4535.17 34817.3 32793.7 2219.45 6248.99 766.258 1333.45 487.726 886.004 1687.9 1541.77 2847.27 19570.4 766.728 1157.11 13223.2 3642.32 723.718 2023.56 1217.72 650.232 542.208 2503.08 326.606 internal_count=911180 739601 171579 35646 16357 703955 31597 155222 145352 12928 46030 4049 7466 2481 5462 11223 10275 20374 84843 4674 6399 60509 17198 4609 9870 6074 3425 3255 17928 1866 is_linear=0 shrinkage=0.01 Tree=28 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 5 5 5 1 1 4 5 1 4 4 1 10 2 5 1 5 2 10 2 5 1 1 split_gain=382552 5515.28 4773.64 662.991 466.303 378.653 335.99 279.257 221.555 173.228 168.358 155.429 149.437 93.1691 89.5502 80.2121 79.853 76.7623 69.7028 65.6943 62.832 62.0611 57.9712 55.6425 53.1007 50.5559 49.8479 46.0168 43.8974 43.8228 threshold=0.2688089013099671 0.0089773964136838514 0.8784809708595277 0.068259380757808671 0.0006371206545736001 0.51461192965507518 0.98755538463592529 5.5000000000000009 1.5000000000000002 64.500000000000014 48.500000000000007 0.051836094939543158 0.047905909351692456 2.5000000000000004 1.5000000000000002 0.90508365508365518 2.5000000000000004 1.5000000000000002 0.047905909351692456 0.99951267242431652 1.0000000180025095e-35 47.500000000000007 0.98936170212765973 1.5000000000000002 0.96999699969997011 6.4727209974080338e-05 0.50155279503105599 421.50000000000006 1.0000000180025095e-35 0.49844720496894418 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 10 10 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 5 12 25 10 21 -8 17 13 16 -10 -3 18 29 19 -2 26 -7 27 -6 -4 -13 -20 -11 -1 -5 -9 -28 -14 right_child=2 3 6 8 20 9 7 15 11 24 -12 22 14 -15 -16 -17 -18 -19 23 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.011655048494684793 0.012743895367703196 0.00078290475083246072 0.024415369447276698 0.010524701613119586 -0.0062394985216351218 0.022441100389453544 0.027599306796909237 0.027897302392092222 0.010175268469466958 0.0074830694776675619 0.0015977256028168313 -0.0016932016818653561 -0.0046728018633825016 0.011064168642408039 -0.0061489551544489512 0.027387010602842505 0.0028338573338636376 0.0023763806590491802 0.019585472070318716 0.031043723907426324 -0.0091380593621296115 0.018624951971097904 0.011003332505681611 0.014765049259813484 0.033149431992676476 -0.010835826748869 0.011666035820567711 0.012212480086471768 0.0024095310132047549 -0.00049056825046227433 leaf_weight=74813.286137863994 857.87542794644833 611.9623906314373 1837.2927576303482 480.33446078002453 869.58119045197964 464.96843323111534 27554.709923714399 522.28667995333672 139.72958213090897 190.03663748502731 194.82374367117882 860.38001568615437 453.95831070840359 154.1422968506813 1633.4777717292309 931.04097692668438 89.822705864906311 267.60235992074013 635.56568364799023 4048.5727722048759 5342.3949201852083 205.83358682692051 37.530539408326149 384.22661511600018 8.4177253246307355 8376.444570697844 71.509914442896843 19.399767577648163 180.67424884438515 559.13740441203117 leaf_count=593705 4844 3980 8791 2757 5913 2308 119989 2526 855 1125 1250 5889 3175 849 11886 4055 560 1695 3251 18687 40117 1079 219 2124 46 64220 404 95 1142 3644 internal_value=0 -0.0107878 0.0267364 -0.000872647 -0.0113752 0.0145846 0.0277675 0.0280106 0.00360142 0.0173956 0.0100641 0.00036424 -0.00367055 0.0184641 -0.00470032 0.0300633 0.0118046 0.00696004 0.0192323 0.0306061 -0.00873231 0.023832 -0.00116252 0.0177693 0.00857174 -0.0115726 0.00863453 0.0273356 0.00503433 -0.00236459 internal_weight=0 94698 38099 5296.3 89401.7 2979.88 35119.1 33076 2037.76 1837.36 1142.52 1037.64 3258.54 1638.9 2646.57 5521.3 947.698 1000.12 1484.76 4590.26 6211.98 2043.13 897.911 1019.79 198.454 83189.7 732.519 541.686 252.184 1013.1 internal_count=911180 739601 171579 35646 703955 16357 155222 145352 12961 9703 6654 6963 22685 8532 18705 25363 5404 5998 7683 21308 46030 9870 6108 5375 1171 657925 4303 2621 1546 6819 is_linear=0 shrinkage=0.01 Tree=29 num_leaves=31 num_cat=0 split_feature=5 2 2 2 2 5 1 3 4 2 4 1 4 4 5 1 1 5 1 2 4 7 5 2 2 2 2 3 4 3 split_gain=63094.3 9013.53 6995.41 5644.17 7155.59 4860.95 4251.86 2117.49 1730.11 1665.59 1544.97 1170.9 1147.14 1146.51 1106.46 1136.06 897.172 882.526 954.444 868.029 864.71 859.121 845.631 831.01 857.297 740.21 710.275 602.705 515.898 483.61 threshold=3.5000000000000004 0.50155279503105599 1.0000000180025095e-35 0.49341991341991348 0.33477011494252878 1.5000000000000002 0.091372912801484213 27.500000000000004 1.5000000000000002 0.90943267259056748 1.5000000000000002 0.30735492577597845 1.5000000000000002 2.5000000000000004 4.5000000000000009 0.25092592592592594 0.24494897959183673 1.0000000180025095e-35 1.0000000180025095e-35 0.33248299319727892 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 0.25108695652173912 0.24165739710789766 0.65465367965367982 1.0000000180025095e-35 26.500000000000004 5.5000000000000009 20.500000000000004 decision_type=2 2 2 2 2 2 2 8 10 2 10 2 10 10 2 2 2 2 2 2 8 2 2 2 2 2 2 10 10 8 left_child=1 3 20 4 5 7 9 21 11 -3 29 -8 23 -5 15 16 -12 18 -11 28 -2 -1 25 24 26 -13 -9 -19 -14 -4 right_child=2 6 10 13 -6 -7 8 12 -10 17 14 22 19 -15 -16 -17 -18 27 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0042480510778469408 0.0069405603258026732 0.022679583456737724 -0.0082460052816092019 0.016658259499037029 -0.0021465620119596449 -0.0018945580442381333 -0.0021488554960462634 0.014899575152952566 -0.0044306473873516987 0.013315765777179774 -0.0064902812134289625 0.0035037202132163349 0.0049247892338033219 -0.0055468224416349646 -0.0094627591710081047 -0.0081863633828271921 0.023368996516227175 -0.0073207866801892497 -0.0010853800308440521 0.017735991726956397 0.022093170205767464 0.025702662189711289 -0.0016450104346928457 0.0062304938993659924 0.021356255219910938 0.011340442361621857 0.0034492137307203016 0.0055405328123488903 0.018042075848914402 -0.0054225018105385553 leaf_weight=3879.4615036696196 2037.1452073305845 834.54722666740417 7579.2171886712313 10486.623231753707 5911.2570711299777 2962.6668310835958 4007.2697297930717 9675.8911091387272 6552.9062018841505 2460.1871154606342 153.26367674767971 2917.9750092625618 2893.0949607938528 237.79995596408844 27104.444859400392 570.45478114485741 293.00373093783855 521.12012251466513 566.10797297954559 832.64921332895756 462.03042432665825 196.07699608802795 1586.2447517588735 1065.4474326968193 2040.4930478483438 2053.4611853510141 573.86637699604034 1211.2774103134871 334.49663192033768 30388.187310256064 leaf_count=24115 12360 3738 59593 53457 41625 20873 28238 50527 47675 13311 1125 18781 18002 1754 216247 4353 1308 3960 3893 4139 2053 825 11042 6465 9377 11452 3666 7485 1681 228060 internal_value=0 0.00713509 -0.00668096 0.00992947 0.0077269 0.0101136 0.00207938 0.011769 -0.000393923 0.00964881 -0.007302 0.00210985 0.0132874 0.0161659 -0.00907858 0.00116308 0.0131143 0.00736357 0.0106218 0.00863268 0.00974187 0.00528025 0.00471227 0.0147025 0.0154369 0.00674069 0.0142585 0.00167174 0.00628422 -0.00598614 internal_weight=0 63800.9 68587.7 41089.8 30365.4 24454.1 22711.1 21491.5 17117.9 5593.24 66088.6 10565 17415.9 10724.4 28121.2 1016.72 446.267 4758.69 3026.3 4060.24 2499.18 4075.54 6557.68 13355.7 12290.3 4971.44 10249.8 1732.4 3227.59 37967.4 internal_count=911180 386081 525099 236506 181295 139670 149575 118797 117188 32387 510686 69513 93857 55211 223033 6786 2433 28649 17204 23822 14413 24940 41275 70035 63570 30233 54193 11445 19683 287653 is_linear=0 shrinkage=0.01 Tree=30 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 1 1 1 2 1 4 1 0 4 4 1 0 2 0 1 10 10 1 0 1 4 0 0 split_gain=370992 5479.56 4560.17 647.719 466.338 362.532 322.56 185.164 174.094 143.108 141.426 117.605 112.88 89.5461 75.8318 72.4287 67.8915 67.584 64.5122 60.1271 53.4248 62.9202 50.4798 50.1434 44.6246 53.5132 41.2831 38.6579 36.3865 33.2664 threshold=0.2688089013099671 0.0089773964136838514 0.8784809708595277 0.068259380757808671 0.0006371206545736001 0.65440738201141369 0.98755538463592529 0.034723896792862259 0.047905909351692456 0.047905909351692456 0.50155279503105599 0.49844720496894418 2.5000000000000004 0.051836094939543158 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 0.091372912801484213 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.98936170212765973 6.4727209974080338e-05 0.99951267242431652 0.051836094939543158 1.0000000180025095e-35 0.74891304347826104 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 10 8 2 2 2 2 2 2 2 2 2 2 10 2 2 left_child=1 4 5 9 22 8 24 29 -2 -3 -8 -9 14 -7 26 20 -15 -12 -11 -6 21 -13 -1 -19 -4 -26 -10 -20 -25 -5 right_child=2 3 6 7 19 13 10 11 12 18 17 15 -14 16 -16 -17 -18 23 27 -21 -22 -23 -24 28 25 -27 -28 -29 -30 -31 leaf_value=-0.011627838265690322 0.016634428980395518 0.00070032337429840063 0.025563259987132488 0.012101935283761758 -0.0062603002897827142 0.022584814143015743 0.026920162913816686 -0.00073380258175535589 0.0081849483671544293 -0.0053182141015991379 0.027035627568985462 0.0029197233391023386 0.00069790354200322609 0.018464701463411278 0.015349359989630613 -0.0039651425808239615 0.012471342348856988 0.026191491762125995 0.00013122606342319928 -0.009094838494898427 0.010472829502382503 0.014086887406257962 -0.010805505841511874 0.029510386972362263 0.021218031327572415 0.025616730662689591 0.014090550666750516 -0.0099151154676879079 0.027853247360877541 0.0066551950201712675 leaf_weight=73980.299662798643 455.8460455685854 614.81080773472786 607.83643043041229 210.71272158622742 871.41754095256329 359.52251780033112 22951.415748357773 808.73491503298283 762.51448515057564 2236.3004354536533 2934.1895345002413 461.39835329353809 132.45870676636696 636.91343021392822 247.55808012187481 85.836868062615395 268.76149083673954 659.75234198570251 355.58292672038078 5299.0021530836821 179.39288242161274 56.649786978960037 8302.6390857547522 5075.0891054719687 1086.4138472229242 371.02972313761711 140.12275813519955 42.925944939255714 1793.1898366063833 239.68133218586445 leaf_count=593705 2378 3980 2842 1226 5913 1754 98968 5464 4576 16105 12710 3001 847 3284 1289 588 1475 3074 2289 40117 1015 316 64220 22785 5331 1697 754 311 7815 1351 internal_value=0 -0.0107547 0.0261207 -0.00087041 -0.011346 0.0142899 0.0271224 0.00354252 0.0113262 -0.00364397 0.0273594 0.00194101 0.00943968 0.0183623 0.0104464 0.00470276 0.0166862 0.028323 -0.00465767 -0.00869453 0.00576956 0.00414088 -0.0115449 0.0288248 0.0232871 0.0223378 0.00910172 -0.00095093 0.0290777 0.0092034 internal_weight=0 93745.4 38482.6 5292.03 88453.4 3003.7 35478.9 2042.41 1738.5 3249.62 33413.6 1592.01 1282.65 1265.2 1150.2 783.278 905.675 10462.2 2634.81 6170.42 697.441 518.048 82282.9 7528.03 2065.28 1457.44 902.637 398.509 6868.28 450.394 internal_count=911180 739601 171579 35646 703955 16357 155222 12961 9844 22685 145352 10384 7466 6513 6619 4920 4759 46384 18705 46030 4332 3317 657925 33674 9870 7028 5330 2600 30600 2577 is_linear=0 shrinkage=0.01 Tree=31 num_leaves=31 num_cat=0 split_feature=5 2 2 2 2 5 1 0 4 2 0 4 4 1 4 5 1 2 1 5 1 4 2 1 5 4 1 1 1 1 split_gain=60846.1 8566.17 6776.32 5311.02 6808.49 4609.59 4062.81 2993.38 1576.47 1566.79 1555.13 1365.38 1333.95 1149.11 1082.9 1082.29 1109.81 945.274 914.942 836.333 902.587 812.987 747.11 738.669 731.544 613.127 565.523 1053.34 560.598 485.05 threshold=3.5000000000000004 0.50155279503105599 1.0000000180025095e-35 0.49341991341991348 0.33477011494252878 1.5000000000000002 0.091372912801484213 1.0000000180025095e-35 1.5000000000000002 0.90943267259056748 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 0.74891304347826104 2.5000000000000004 4.5000000000000009 0.25092592592592594 0.33248299319727892 0.24494897959183673 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 0.75937646507266776 0.66751700680272119 1.0000000180025095e-35 5.5000000000000009 0.75110619469026563 0.96213569039656011 0.23845060412224586 0.33460559796437661 decision_type=2 2 2 2 2 2 2 2 10 2 2 10 10 2 10 2 2 2 2 2 2 8 2 2 2 10 2 2 2 2 left_child=1 3 21 4 5 8 9 12 13 -3 11 -4 24 23 -5 16 18 25 -13 20 -11 -2 29 -1 28 -10 -15 -28 -8 -9 right_child=2 6 10 14 -6 -7 7 22 17 19 -12 15 -14 26 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.011516171521751193 0.0067819279053193153 0.021981445360654377 -0.0062889726611765782 0.016181241266580472 -0.0021136602017543492 -0.0018644550692459817 -0.0033150083360019848 0.013025784397270642 0.0033916036041214382 0.012947889092088286 -0.00017864729981708247 -0.010027867537142261 -0.0062290277897746995 0.020347593350498509 -0.0054877806194047578 -0.0096549106358575099 -0.0084714565990602082 0.015726072177189462 0.023113120823644737 0.0016429662579262913 -0.0010680008389846491 0.021405528435490009 -0.0021685707397826716 5.841072969053808e-05 -0.004699293163996969 0.015911584475712115 0.0035960678568625021 0.016413335008343626 0.0036937400848566265 0.0031267919815567307 leaf_weight=9209.9852645546198 2044.5286528766155 843.26563711464405 35543.05445689708 10581.40780825913 5880.5373227968812 2948.2914021164179 1524.3849056661129 1980.3677992373705 3831.4569506049156 2479.7544358670712 2978.8756317794323 116.51463750004768 5498.5428192466497 2203.6819652169943 235.76488552987576 25916.982242152095 507.70459771156311 944.42944459617138 292.25196701288223 1729.6844841837883 563.95110437273979 467.00382721424103 559.61640827357769 599.27732720971107 2292.3508147671819 435.62169389426708 779.39324599504471 3615.4957772940397 4540.2856151014566 659.95863840728998 leaf_count=50432 12360 3738 273163 53457 41625 20873 10993 10623 24361 13311 21191 889 41362 10106 1754 210226 3942 4785 1275 11445 3893 2053 3980 4043 16773 2241 4973 17856 29252 4205 internal_value=0 0.0069769 -0.00661795 0.00969002 0.0075517 0.00986521 0.00203877 -0.000390483 0.0114648 0.00941544 -0.00723739 -0.00757449 -0.00240378 0.0129867 0.015709 -0.00927725 0.00140262 0.00667338 0.0136666 0.00719554 0.010351 0.0095011 0.00832697 0.0108162 0.000113062 0.00466976 0.0162133 0.0141403 0.00193206 0.0105515 internal_weight=0 63937.5 67866.9 41265.3 30448.2 24567.6 22672.2 17055.5 21619.3 5616.66 65355.4 62376.5 13855.6 16407.8 10817.2 26833.5 916.471 5211.51 408.767 4773.39 3043.71 2511.53 3199.94 9809.26 8357.02 4267.08 6598.57 4394.89 6064.67 2640.33 internal_count=911180 386081 525099 236506 181295 139670 149575 117188 118797 32387 510686 489495 98380 87410 55211 216332 6106 31387 2164 28649 17204 14413 18808 54475 57018 26602 32935 22829 40245 14828 is_linear=0 shrinkage=0.01 Tree=32 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 5 5 5 1 1 1 5 1 5 10 1 1 10 10 5 1 1 5 1 10 1 10 split_gain=360007 5445.69 4364.28 633.069 466.453 350.828 310.514 352.411 193.82 151.816 151.258 146.551 137.445 103.328 81.3261 79.7986 66.3407 62.6632 58.0653 53.0843 51.0931 50.4794 50.1199 46.0487 51.1223 43.4585 39.5229 37.7774 36.5148 31.653 threshold=0.2688089013099671 0.0089773964136838514 0.8784809708595277 0.068259380757808671 0.0006371206545736001 0.51461192965507518 0.98755538463592529 5.5000000000000009 1.5000000000000002 64.500000000000014 48.500000000000007 0.051836094939543158 0.047905909351692456 0.90508365508365518 1.5000000000000002 0.12560679611650488 1.5000000000000002 0.99951267242431652 0.05298245614035086 0.98936170212765973 0.18897357583045957 6.4727209974080338e-05 47.500000000000007 0.94494949494949509 0.05298245614035086 421.50000000000006 0.49844720496894418 0.78322452306747448 0.48295234405269277 0.036334333941340412 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 5 12 21 10 22 -8 20 15 18 -10 29 17 26 -7 28 25 -2 -13 -5 -1 -4 24 -6 -9 -14 -18 -17 -3 right_child=2 3 6 8 23 9 7 13 11 -11 -12 19 14 -15 -16 16 27 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011601235842530928 0.01515163335712204 -0.00091014666357431076 0.023286535981267575 0.0052373633031535119 -0.0067994672670221613 0.020751157921336513 0.026288589063628576 0.027016004927423329 0.0099074484668053801 0.0084394561491707275 0.0016342057107539326 -0.0015778875484322174 -0.0046053151088399392 0.026027005243325636 -0.0060140461273138976 0.014713311820537516 0.010985669345510636 0.030068206403163173 0.0097364759484900275 0.010468358858734384 0.010309716598200054 -0.01077509846268641 0.018118400861421049 -0.0048668274366367569 -0.0092821575010295261 0.011851239856095539 -0.0006336401627411671 0.017251722345519555 0.019679587598338572 0.0039604084248076581 leaf_weight=73153.29105143249 278.75817884504795 422.18065324425697 1877.7989364564419 743.22780448198318 1001.6822764500976 559.39568498730659 28108.433170229197 531.13332124054432 141.08822309970856 199.41292315721512 194.4010733962059 853.09830647706985 450.96806746721268 950.50394575297832 1608.3534836173058 218.66180105507374 289.70964181423187 4115.9433664083481 683.60888515412807 38.220514044165611 270.98949867486954 8228.1202225610614 208.48052248358727 304.63271529972553 4822.3750628605485 19.594603732228279 563.79057459533215 144.05820818245411 458.45732900500298 195.09022207558155 leaf_count=593705 1465 2771 8791 4454 7158 2747 119989 2526 855 1171 1250 5889 3175 4055 11886 1172 1611 18687 3939 219 1544 64220 1079 1953 36919 95 3644 765 2237 1209 internal_value=0 -0.0107219 0.0255395 -0.000866312 -0.0113174 0.0140083 0.026514 0.0267456 0.0034878 0.0166864 0.00967979 0.000437654 -0.00361637 0.0290322 -0.00461543 0.017671 0.0161199 0.0296443 0.011305 -0.00106133 0.00659265 -0.0115177 0.0227701 -0.00865691 -0.00885516 0.0264765 -0.00239869 0.0130667 0.0180758 0.000629206 internal_weight=0 92797.1 38838.4 5287.01 87510.1 3026.46 35811.9 33725.6 2046.62 1869.7 1156.77 1032.41 3240.38 5617.18 2623.11 1670.28 1110.89 4666.67 962.367 891.319 1014.22 81381.4 2086.28 6128.69 5824.06 550.728 1014.76 433.768 677.119 617.271 internal_count=911180 739601 171579 35646 703955 16357 155222 145352 12961 9703 6654 6963 22685 25363 18705 8532 5785 21308 5404 6108 5998 657925 9870 46030 44077 2621 6819 2376 3409 3980 is_linear=0 shrinkage=0.01 Tree=33 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 1 2 1 1 1 1 0 4 1 4 4 0 2 1 1 10 1 1 10 3 1 0 0 split_gain=351942 5424.17 4241.51 620.995 468.351 338.568 308.153 171.35 146.042 135.393 126.19 110.303 105.173 93.6003 81.2606 70.1761 69.0828 66.4711 60.6372 57.2384 51.1571 51.076 50.9198 49.1208 77.0794 47.5373 45.1277 40.6127 48.2527 38.6321 threshold=0.2688089013099671 0.0089773964136838514 0.8784809708595277 0.068259380757808671 0.0006371206545736001 0.51461192965507518 0.98755538463592529 0.034723896792862259 0.50155279503105599 0.047905909351692456 0.047905909351692456 0.49844720496894418 0.05298245614035086 1.0000000180025095e-35 2.5000000000000004 0.091372912801484213 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.49184758529020828 0.98936170212765973 6.4727209974080338e-05 0.50144508670520238 0.98936170212765973 0.99951267242431652 17.500000000000004 0.051836094939543158 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 10 8 2 2 2 2 2 2 2 2 10 2 2 2 left_child=1 4 5 9 22 12 27 -5 -8 -3 -7 -9 -2 17 20 -10 23 21 -11 -6 -14 26 -1 -13 -25 -17 -12 -4 -29 -27 right_child=2 3 6 7 19 10 8 11 15 18 13 16 14 -15 -16 25 -18 -19 -20 -21 -22 -23 -24 24 -26 29 -28 28 -30 -31 leaf_value=-0.011580993266656443 0.014662984444705944 0.00062268162990936006 0.024503557853690287 0.008851236159818485 -0.0062465014804706977 0.020506109274266361 0.025855268535129261 -0.00069884155330824694 0.025967535415350237 -0.0052301114914442108 0.022678410823978958 0.0097240017837197136 0.0060094224304574253 0.019575479534567144 -0.0013178437204025052 0.025234533674261254 -0.0039249518003029405 0.0062863099333198549 -0.00099763179206423919 -0.0090169912534562285 0.011161503360810157 0.021701345302260831 -0.010748108605765116 0.0020088972329577173 0.012084134414739552 0.028462176489778904 0.01290076274303557 0.020401319933054125 0.024539447369887935 0.026768900783958115 leaf_weight=72551.362018063664 297.6257194429636 617.48523733019829 620.0345800369978 456.09813243150711 869.93157355487347 535.34617510437965 23316.613973408937 806.67497919499874 2981.263444468379 2215.5116851180792 50.226292967796326 204.3322349190712 355.20101816952229 311.36986753344536 88.322450175881386 671.46506647765636 85.496683940291405 118.84422415494919 399.53489735722542 5222.6470580548048 421.33550848066807 83.295717313885689 8166.6028004437685 404.32482340931892 93.489990875124931 5162.4608357995749 784.32589221000671 1105.5448926687241 378.17052960395813 1823.2556137144566 leaf_count=593705 1563 3980 2842 2577 5913 2582 98968 5464 12710 16105 270 1185 2178 1510 577 3074 588 677 2600 40117 2336 399 64220 2633 514 22785 4265 5331 1697 7815 internal_value=0 -0.0106962 0.025111 -0.000858388 -0.0112949 0.0137793 0.0260682 0.00344644 0.0262983 -0.00358897 0.0163986 0.00190025 0.00953559 0.0147674 0.00777109 0.0272692 0.00456215 0.0133233 -0.00458346 -0.00862141 0.00880485 0.0142345 -0.0114967 0.00559558 0.00390103 0.027776 0.0134892 0.0223542 0.021456 0.0280202 internal_weight=0 92093.5 39104.7 5282.95 86810.5 3045.89 36058.8 2050.42 33955.1 3232.53 1883.41 1594.32 1162.48 1348.06 864.859 10638.4 787.644 1036.69 2615.05 6092.58 776.537 917.848 80718 702.147 497.815 7657.18 834.552 2103.75 1483.72 6985.72 internal_count=911180 739601 171579 35646 703955 16357 155222 12961 145352 22685 9703 10384 6654 7121 5091 46384 4920 5611 18705 46030 4514 4934 657925 4332 3147 33674 4535 9870 7028 30600 is_linear=0 shrinkage=0.01 Tree=34 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 5 5 1 1 5 4 1 5 10 4 10 1 1 5 5 4 1 1 5 1 10 5 split_gain=344178 5402.89 4127.52 609.149 470.366 329.032 306.174 301.378 194.428 186.429 140.352 133.365 109.38 108.847 88.3817 80.4091 77.0039 67.2196 60.589 58.3088 50.691 49.766 48.756 48.0209 43.9524 51.3021 41.2178 38.888 38.1765 36.8558 threshold=0.2688089013099671 0.0089773964136838514 0.8784809708595277 0.068259380757808671 0.00099748477805400022 0.65440738201141369 0.98755538463592529 5.5000000000000009 97.500000000000014 1.5000000000000002 0.051836094939543158 0.047905909351692456 46.500000000000007 1.5000000000000002 0.90508365508365518 1.5000000000000002 0.00014260681928130004 1.5000000000000002 0.99951267242431652 0.047905909351692456 0.98936170212765973 3.5000000000000004 47.500000000000007 2.5000000000000004 0.94494949494949509 0.05298245614035086 421.50000000000006 0.49844720496894418 0.18897357583045957 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 10 2 2 2 2 2 8 2 2 2 2 2 2 left_child=1 4 5 11 16 8 22 -8 13 17 -11 -3 23 19 18 27 -1 28 26 -2 -12 -15 -4 -7 25 -6 -9 -13 -5 -21 right_child=2 3 6 9 24 12 7 14 -10 10 20 15 -14 21 -16 -17 -18 -19 -20 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011540582521679593 0.016749222661983355 0.00061622058872600838 0.022460062360615037 0.0066000676576638793 -0.0061567162064171763 0.019160060083699793 0.025449244307120283 0.02595927252816033 0.00083500232380315524 0.0096256166984921374 -0.0015689064348333292 -0.0045412008779552558 0.0097501596136110157 0.010021432506933341 0.025200790109995885 -0.0059487599713035511 -0.010376162068466525 0.0021627700569047735 0.028937389884683595 0.013771689548602636 0.010139294158000505 0.0028675291010451832 0.01740795177826027 0.012134344454995623 -0.0041617498508762967 -0.0089480184918298653 0.011303096356769207 -0.0005927279798010783 0.011670268195895337 0.0094020519525420121 leaf_weight=75156.102642901242 367.68261931836605 617.71878066658974 1908.2929727584124 546.05875782668591 797.93101558834314 1023.8244384974241 28452.52538113296 541.88904701173306 177.78171153366566 142.55310629308224 852.51560544967651 448.28154504299164 163.84198734164238 285.00496415793896 961.97800862789154 1596.5108737051487 6143.5203335732222 270.32746040821075 4194.257491722703 458.00038605928421 38.655301734805107 147.59969475865364 212.26974245905876 107.5005598962307 250.97309673577547 3766.7345397025347 19.893005982041359 562.32832673192024 203.98195995390415 333.63906721770763 leaf_count=619311 1857 3980 8791 3175 5730 5026 119989 2526 1132 855 5889 3175 926 1567 4055 11886 48202 1695 18687 2396 219 920 1079 561 1607 29105 95 3644 1128 1972 internal_value=0 -0.0106707 0.0247003 -0.000850526 -0.0112727 0.0135565 0.0256414 0.0258703 0.0107535 0.00340578 0.000412665 -0.00356162 0.0173865 0.0118612 0.0279652 -0.0045515 -0.0114526 0.00643807 0.0285243 0.0134585 -0.00106105 0.0075806 0.0219543 0.0184925 -0.00823607 -0.00846008 0.0254403 -0.00234417 0.00797897 0.0119301 internal_weight=0 91394.2 39356 5278.93 86115.3 3064.88 36291.1 34170.5 1769.71 2054.09 1033.72 3224.84 1295.17 1591.93 5718.02 2607.12 81299.6 1020.37 4756.04 1159.32 891.171 432.605 2120.56 1131.32 4815.64 4564.67 561.782 1010.61 750.041 791.639 internal_count=911180 739601 171579 35646 703955 16357 155222 145352 9844 12961 6963 22685 6513 8712 25363 18705 667513 5998 21308 6225 6108 2487 9870 5587 36442 34835 2621 6819 4303 4368 is_linear=0 shrinkage=0.01 Tree=35 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 5 5 5 2 2 5 2 2 10 10 2 2 2 2 2 5 10 10 10 5 2 2 split_gain=336691 5381.72 4020.94 597.544 472.394 318.69 304.509 275.507 181.713 140.716 139.493 91.8603 95.4088 84.5601 72.9792 72.9436 64.2431 63.8122 60.3248 58.7106 65.3824 53.8808 48.7564 47.5121 40.2306 40.2206 39.9812 39.2086 35.0873 34.6598 threshold=0.2688089013099671 0.0089773964136838514 0.8784809708595277 0.068259380757808671 0.00048551171494175006 0.51461192965507518 0.98755538463592529 5.5000000000000009 1.5000000000000002 48.500000000000007 64.500000000000014 1.0000000180025095e-35 0.96178188899707895 3.5000000000000004 0.94701754385964931 0.091229193341869366 0.99951267242431652 0.78322452306747448 1.0000000180025095e-35 0.51530771633864425 0.99938118811881205 1.0000000180025095e-35 0.96999699969997011 47.500000000000007 0.0019640936516224501 0.026551560498774003 5.9116524425917312e-05 421.50000000000006 0.99938118811881205 0.13453458306399482 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 5 13 26 9 23 -8 19 29 17 -10 -13 25 -15 -9 27 21 -6 -5 -21 -7 -12 -4 -20 -3 -1 -17 -14 -2 right_child=2 3 6 8 18 10 7 15 11 -11 22 12 28 14 -16 16 -18 -19 24 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011543610343133445 0.013998689735346301 -0.0034024333561520647 0.022066319026284777 0.0081866847878894911 -0.0063906672133234033 0.01889756988210951 0.025057583111939442 0.02502446620286931 0.0098836729821389965 0.001502013959749591 0.0069738619892334014 -0.0015055805026806164 0.021046331052642874 -0.005852052119135984 0.0026535663098029411 0.025258655315772184 0.028392209708857568 0.019488229746920827 -0.0098473803922177125 0.0008087926843285473 0.010366441783670733 0.01403616446795076 0.031097926956670598 0.017098528467707801 -0.0081792931891300751 -0.00030822047818942686 -0.010783220526930894 0.010911434047819838 0.0059781051247276623 0.0096853108262752331 leaf_weight=70958.040586054325 250.3514017611742 925.52793987095356 1922.8460970968008 645.10904797911644 953.51947410404682 317.37817268073559 28607.485001191497 1017.9140145629644 93.102841019630432 195.80313290655613 193.86331921815872 859.93564350903034 20.813934773206711 1413.7122461050749 108.62691543996334 522.77871692180634 4205.6030768156052 579.76690930128098 3240.605450540781 282.9333528727293 95.812637835741043 809.45712551474571 8.7562209069728834 213.94144938886166 2610.5765181034803 769.2635555267334 7661.4634447842836 19.768119663000107 60.003710225224495 728.02911219000816 leaf_count=590450 1279 6306 8791 3657 6568 1497 119989 4283 536 1250 1125 5946 128 10598 767 2415 18571 2838 25483 1819 522 4197 46 1079 20181 5014 61273 94 353 4125 internal_value=0 -0.0106454 0.0243057 -0.000842752 -0.0112507 0.0133398 0.0252318 0.0254595 0.0033657 0.00924036 0.015861 0.000408433 -0.000529296 -0.00353452 -0.00524513 0.0274537 0.0279744 0.0167924 -0.00872305 0.00635185 0.00322662 0.0154054 0.00801639 0.0215689 -0.00910314 -0.00199797 -0.0114695 0.0247359 0.00985881 0.010789 internal_weight=0 90699 39593.7 5274.84 85424.2 3083.41 36510.3 34373.5 2057.71 1174.18 1909.22 1033.86 940.753 3217.13 1522.34 5766.06 4748.15 1706.6 6804.7 1023.86 378.746 1126.84 202.62 2136.79 5851.18 1694.79 78619.5 542.547 80.8176 978.381 internal_count=911180 739601 171579 35646 703955 16357 155222 145352 12961 6654 9703 6963 6427 22685 11365 25363 21080 8532 52232 5998 2341 5694 1171 9870 45664 11320 651723 2509 481 5404 is_linear=0 shrinkage=0.01 Tree=36 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 5 5 5 2 2 5 2 2 2 10 2 2 2 5 2 5 10 10 10 5 2 2 split_gain=329469 5360.78 3921.95 586.156 474.487 308.483 303.155 252.119 183.65 177.146 102.282 89.5545 93.0865 83.5051 75.3977 71.9391 66.8205 62.7722 60.2508 57.0112 63.6172 46.977 68.5803 46.3483 40.3494 40.2121 39.5643 37.6402 37.1398 33.6403 threshold=0.2688089013099671 0.0089773964136838514 0.8784809708595277 0.068259380757808671 0.00048551171494175006 0.65440738201141369 0.98755538463592529 5.5000000000000009 97.500000000000014 1.5000000000000002 46.500000000000007 1.0000000180025095e-35 0.96178188899707895 3.5000000000000004 0.13453458306399482 0.94701754385964931 0.091229193341869366 0.99951267242431652 1.0000000180025095e-35 0.51530771633864425 0.99938118811881205 1.5000000000000002 0.94754041967664271 47.500000000000007 5.9116524425917312e-05 0.0019640936516224501 0.026551560498774003 421.50000000000006 0.96999699969997011 0.99938118811881205 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 5 13 24 8 23 -8 14 19 -7 -11 -13 26 -2 -15 -9 27 -6 -5 -21 -16 -23 -4 -1 -20 -3 -18 -12 -14 right_child=2 3 6 9 18 10 7 16 -10 11 28 12 29 15 21 -17 17 -19 25 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011524126302997291 0.015245017731999922 -0.003375719014212299 0.021686992227533838 0.008070223034270619 -0.0063528932090491774 0.017867831872927266 0.024681470556025365 0.024645486918525084 0.00079298194136647642 0.009732414308007557 0.0082732376389677096 -0.0014919721715802817 0.020579113373325995 -0.005816733536990271 0.012056994121010479 0.0026224369160752249 0.024782399354919389 0.02787211456162151 -0.0098165803747096384 0.00080031303349421671 0.010209156021776447 0.0066099285577970717 0.016416886710180604 0.01679892376066984 -0.010757305883874651 -0.0081436946327945962 -0.00030519555904276279 0.010756169854947538 0.028382312497278468 0.0058985352828293544 leaf_weight=70370.177047222853 401.69438652694225 923.53379641473293 1936.8423152267933 647.86049817502499 949.61679408699274 1147.9297581464052 28752.248920917511 1023.2039807587862 178.20120742917061 93.601789146661758 155.75114277005196 859.10553395748138 21.072298094630241 1408.1014449223876 654.75300404429436 108.81624203920364 527.47295980155468 4241.0574232637882 3218.3768228217959 283.07112853229046 96.313329309225082 469.45639809966087 84.077548518776894 215.5711669921875 7603.4120592698455 2595.8422596603632 769.11986689269543 19.852507323026657 9.7600372582674009 60.203998908400536 leaf_count=590450 1995 6306 8791 3657 6568 5587 119989 4283 1132 536 876 5946 128 10598 3460 767 2415 18571 25483 1819 522 2809 448 1079 61273 20181 5014 94 50 353 internal_value=0 -0.0106203 0.0239265 -0.000835041 -0.011229 0.0131284 0.0248387 0.0250654 0.0104256 0.00332626 0.0168082 0.000404237 -0.000524252 -0.00350748 0.0114918 -0.00521135 0.0269651 0.0274608 -0.00868827 0.00626745 0.00318891 0.010244 0.00809953 0.0211974 -0.0114494 -0.0090697 -0.00198051 0.0242736 0.00945905 0.00970473 internal_weight=0 90008.2 39817.9 5270.8 84737.4 3101.62 36716.2 34563.8 1788.18 2061.23 1313.44 1033.98 940.382 3209.57 1609.98 1516.92 5811.59 4788.38 6763.84 1027.24 379.384 1208.29 553.534 2152.41 77973.6 5814.22 1692.65 547.325 165.511 81.2763 internal_count=911180 739601 171579 35646 703955 16357 155222 145352 9844 12961 6513 6963 6427 22685 8712 11365 25363 21080 52232 5998 2341 6717 3257 9870 651723 45664 11320 2509 926 481 is_linear=0 shrinkage=0.01 Tree=37 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 5 5 5 4 2 2 4 4 2 5 4 2 5 10 10 2 10 10 10 2 5 2 split_gain=322497 5340.03 3829.18 574.991 476.608 302.477 300.648 248.718 172.71 132.614 130.248 89.8248 87.3166 90.8314 78.3026 67.5292 65.1483 64.8682 64.3799 60.1755 57.2001 49.5352 49.4887 45.375 44.6766 40.7213 40.1945 39.0414 35.1805 34.1575 threshold=0.2688089013099671 0.0089773964136838514 0.8784809708595277 0.068259380757808671 0.00048551171494175006 0.99473056197166454 0.51461192965507518 5.5000000000000009 1.5000000000000002 48.500000000000007 64.500000000000014 1.5000000000000002 1.0000000180025095e-35 0.96178188899707895 2.5000000000000004 2.5000000000000004 0.091229193341869366 48.500000000000007 1.5000000000000002 1.0000000180025095e-35 455.50000000000006 0.78322452306747448 0.026551560498774003 0.96999699969997011 0.97252115607261669 5.9116524425917312e-05 0.0019640936516224501 0.50155279503105599 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 10 2 2 10 10 2 2 10 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 6 11 25 20 9 -7 18 15 14 17 -10 -14 21 -2 -9 22 27 -6 24 29 -3 -12 -4 -1 -21 -5 -13 -8 right_child=2 3 5 8 19 7 10 16 12 -11 23 28 13 -15 -16 -17 -18 -19 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011504879622906347 0.01128521946463752 -0.0029804539975676514 0.020253915743681593 0.0093110281638049183 -0.006315263076571276 0.024343723037352553 0.018531256336455169 0.024322022906689 0.0095845777693577133 0.0014508072959003747 0.0067906531779128379 -0.0032765866054242786 -0.0014784749066216886 0.0095543599841312124 0.0096109917903019742 0.0022948230225300508 0.027132525662181776 -0.0057955250714079908 0.0020141739765740284 -0.009785905338193443 0.0040412247773888169 0.019412650209873001 0.0004238811146111735 0.029775255826421231 0.022730909105224142 -0.010731567248131194 -0.0081081899628138252 0.0045207779758769141 -0.0071683444074799752 0.014511391043434253 leaf_weight=69785.950602538884 897.04020816087723 947.87124899029732 1457.2158011198044 500.45759643614292 945.74192643910646 28299.058762490749 295.59871762990952 1001.3494280427694 94.092593744397163 196.34667637944221 195.27036836743355 347.20094558596611 858.28316444158554 81.726577281951904 161.30407321453094 92.128159523010254 4677.2583880871534 428.15145017206669 272.34643331170082 3196.2913801446557 18.905752003192902 530.76387363672256 777.08972500264645 8.9841751456260663 1455.4472900182009 7545.7209861204028 2581.2105391770601 257.77801583707333 701.75802426785231 741.91522930562496 leaf_count=590450 4844 6593 6686 2757 6568 117461 1372 4168 536 1250 1125 2414 5946 481 849 560 20391 3209 1695 25483 94 2544 5157 46 6422 61273 20181 1546 5312 3767 internal_value=0 -0.0105953 0.0235619 -0.0008274 -0.0112074 0.0244611 0.0129229 0.024727 0.00328739 0.00895777 0.0153536 -0.0034806 0.000400089 -0.000519255 0.0162455 0.0104479 0.0266369 -0.00231156 0.00618455 -0.00865358 0.0213791 0.0169278 -0.00144681 0.00780164 0.0214917 -0.0114294 -0.00903635 0.00768248 -0.00588019 0.0156567 internal_weight=0 89321.7 40028.6 5266.76 84054.9 36909.2 3119.35 33977.7 2064.68 1185.52 1933.84 3202.07 1034.1 940.01 1729.58 989.168 5678.61 2153.11 1030.58 6723.24 2931.57 1568.28 1724.96 204.255 2912.66 77331.7 5777.5 758.236 1048.96 1037.51 internal_count=911180 739601 171579 35646 703955 155222 16357 142020 12961 6654 9703 22685 6963 6427 8532 5404 24559 14959 5998 52232 13202 7683 11750 1171 13108 651723 45664 4303 7726 5139 is_linear=0 shrinkage=0.01 Tree=38 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 10 10 10 9 9 9 9 1 9 1 1 10 1 9 9 9 9 9 10 9 1 9 9 4 split_gain=315762 5319.46 3742.39 1223.77 589.576 478.756 413.153 302.282 277.864 260.478 244.59 157.753 136.816 142.136 125.221 119.166 110.314 98.8585 95.2502 87.0954 109.256 83.8671 64.9943 64.8672 64.0122 94.1903 63.7774 55.5316 52.2377 50.6756 threshold=0.2688089013099671 0.0089773964136838514 0.8784809708595277 1.5450000000000002 7.6900000000000004 0.00048551171494175006 0.068259380757808671 0.99473056197166454 0.51461192965507518 2.3350000000000004 7.4250000000000007 4.1450000000000005 3.3550000000000004 0.034723896792862259 3.0550000000000002 0.12560679611650488 0.047905909351692456 0.036334333941340412 0.012270400481782552 3.6650000000000005 4.8650000000000011 5.4750000000000005 7.035000000000001 2.8550000000000004 0.99989646673202526 3.2050000000000005 0.05298245614035086 9.0500000000000025 8.7300000000000022 1.5000000000000002 decision_type=2 2 2 10 8 2 2 2 2 10 8 10 10 2 10 2 2 2 2 10 10 10 10 10 2 10 2 10 10 10 left_child=1 5 4 17 8 -1 16 19 14 -9 -7 -10 -8 28 -2 -13 27 -3 -16 -4 -21 -15 24 -18 -11 -26 -22 -5 -14 -17 right_child=2 3 7 6 -6 10 12 9 11 22 -12 15 13 21 18 29 23 -19 -20 20 26 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.011409719874345621 0.013844591216326122 0.0081239843626599688 0.022713885975087104 -0.0015121987506732087 0.022252488168590778 -0.0092179130445669017 0.006641514371677008 0.023661411565065401 0.01703753125691072 0.024070064086292333 -0.002508045420967176 0.01583578651861171 0.0049817804227862026 -0.0029285233814747599 0.010958301386072003 0.010246558834713693 -5.4701966929996077e-05 0.017582157627483105 0.0030000974558813038 0.014123958395905059 0.024044930098533986 0.0042925798286712145 0.023800555282334695 -0.0061139443392630123 0.025287260523249082 0.027334471854502281 0.019029410767078172 0.011356931948786167 0.023977264092366075 0.0042282878986235469 leaf_weight=76693.758697882295 195.57802355289459 169.62697179615498 1502.6043726205826 522.96927988529205 537.85697141289711 6086.4185403585434 387.10375817120075 20741.864073261619 672.71037900447845 1901.5967335253954 596.50666499882936 298.91081428527832 299.1858773380518 942.45400515198708 198.75528885424137 399.39286409318447 192.20745457708836 317.08690150082111 618.12112049758434 320.39098955690861 384.90769235789776 193.93247339129448 2026.7894594073296 2187.110125169158 5799.3903769850731 3669.3744386285543 742.81400795280933 35.8277577906847 15.213318958878515 215.3530467748642 leaf_count=651723 954 921 6381 3439 2429 48211 2171 85107 3211 8282 4021 1476 1734 6574 1047 2174 1176 1522 3822 1530 1751 1307 8401 16462 24300 15930 3540 251 89 1244 internal_value=0 -0.0105706 0.023211 -0.000819828 0.0127226 -0.011186 -0.00235922 0.024098 0.0107502 0.0243634 -0.008619 0.0133625 0.00135954 -4.98184e-05 0.00665723 0.0106566 -0.00468543 0.0142858 0.00493642 0.0210273 0.0192772 -0.00169619 0.0254503 -0.00562446 0.0257444 0.0260806 0.0207413 -0.000687083 0.00590094 0.00813828 internal_weight=0 88639.4 40226.4 5262.72 3136.68 83376.7 4776 37089.7 2598.82 34139 6682.93 1586.37 1837.89 1450.79 1012.45 913.657 2938.11 486.714 816.876 2950.72 1448.11 1136.39 13397.2 2379.32 11370.4 9468.76 1127.72 558.797 314.399 614.746 internal_count=911180 739601 171579 35646 16357 703955 33203 155222 13928 142020 52232 8105 11875 9704 5823 4894 21328 2443 4869 13202 6821 7881 56913 17638 48512 40230 5291 3690 1823 3418 is_linear=0 shrinkage=0.01 Tree=39 num_leaves=31 num_cat=0 split_feature=5 2 2 2 2 5 1 0 3 4 2 4 5 1 4 4 0 1 5 1 7 2 5 4 2 2 2 3 2 0 split_gain=53148.9 7104.95 6016.7 4279.77 5686.29 3794.77 3441.52 2571.9 1653.37 1466.78 1237.9 1202.85 994.304 937.42 889.067 858.972 798.655 700.256 827.399 682.175 665.411 662.531 648.034 636.226 628.323 628.402 618.151 567.745 541.449 503.747 threshold=3.5000000000000004 0.50155279503105599 1.0000000180025095e-35 0.49341991341991348 0.33477011494252878 1.5000000000000002 0.091372912801484213 1.0000000180025095e-35 27.500000000000004 1.5000000000000002 0.90943267259056748 1.5000000000000002 4.5000000000000009 0.25092592592592594 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.24494897959183673 1.0000000180025095e-35 0.33248299319727892 1.0000000180025095e-35 5.5000000000000009 0.25108695652173912 0.24165739710789766 0.75937646507266776 26.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 8 10 2 10 2 2 10 10 2 2 2 2 2 2 2 8 2 2 2 10 2 2 left_child=1 3 23 4 5 8 10 11 20 16 -3 22 13 19 -5 24 -4 18 -12 -11 -1 -17 -8 -2 25 28 -9 -20 -10 -14 right_child=2 6 9 14 -6 -7 7 26 15 12 17 -13 29 -15 -16 21 -18 -19 27 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0037994355279650977 0.0063030760703606924 0.019678918774578478 -0.0060684693362316276 0.014678254460169628 -0.0020108188495540592 -0.0017559623307590567 0.0018227876584603585 0.0096731568062539217 0.013174283512279528 -0.0061844590370091369 0.011804824773646925 -0.0060194540420278374 -0.0094541664756622144 -0.007911165255827508 -0.0053186073754291976 0.005700798730812244 0.00040673471820149373 -0.0026025286789836993 -0.0068306680358728123 0.02010970905781902 0.022333543368042021 0.015597093806143323 -0.0045194730181547463 0.019096514897359754 0.0056249602120557844 0.018608685066968552 -0.0020437662775684979 0.0064273185316817858 0.0031290447844168606 -0.0013769122284488359 leaf_weight=3854.1014822497964 2042.2346401810646 864.69818763434887 33976.730070710182 10766.018772020936 5707.8261367753148 2863.7303524687886 5962.9018881767988 2655.0515319630504 9904.231291629374 145.56838394701481 2513.7018400132656 5266.6794098094106 24458.933489099145 536.60878466069698 227.02495387941599 3220.7166470512748 2017.9438411667943 695.10459219664335 457.75011750310659 306.24514479190111 203.95843242108822 856.36246142536402 2207.4614040628076 480.10309494286776 1062.2763789743185 2112.7776119410992 542.21714555472136 1097.2058580815792 567.31881712377071 797.28848553448915 leaf_count=24115 12360 3738 273163 53457 41625 20873 40245 14828 50527 1125 13311 41362 210226 4353 1754 19683 14490 5050 3658 1308 825 4139 16773 2053 6465 9377 3980 6630 3666 6021 internal_value=0 0.0064668 -0.00640269 0.0089192 0.00698301 0.00906596 0.00191221 -0.000374853 0.0104888 -0.0070163 0.00867137 -0.00229291 -0.00881413 0.0010249 0.0142653 0.0118071 -0.00570545 0.00667332 0.00825805 0.0116381 0.00473096 0.00777945 0.000109241 0.00873819 0.0130104 0.0136338 0.00768611 0.00252441 0.0126301 -0.00919918 internal_weight=0 63609.1 64761.7 41346.3 30353.3 24645.5 22262.8 16634.3 21781.7 62239.3 5628.46 13437 26244.6 988.422 10993 17723.7 35994.7 4763.76 4068.66 451.814 4058.06 4077.08 8170.36 2522.34 13646.6 12584.3 3197.27 1554.96 10471.6 25256.2 internal_count=911180 386081 525099 236506 181295 139670 149575 117188 118797 510686 32387 98380 223033 6786 55211 93857 287653 28649 23599 2433 24940 23822 57018 14413 70035 63570 18808 10288 54193 216247 is_linear=0 shrinkage=0.01 Tree=40 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 10 1 9 5 9 10 10 9 10 9 10 10 5 9 9 9 1 1 9 9 1 10 9 9 split_gain=307337 4924.18 4098.08 1072.02 663.025 520.663 399.178 303.816 286.456 223.055 195.7 170.367 155.268 137.424 119.251 115.985 95.4815 93.7289 86.1219 77.3527 77.0915 73.9683 108.697 73.9217 66.3356 60.8073 59.3733 57.9844 84.4864 54.2374 threshold=0.18897357583045957 0.78322452306747448 0.0070173616986721008 9.0500000000000025 2.6750000000000003 0.97252115607261669 0.00048551171494175006 0.05298245614035086 3.2050000000000005 4.5000000000000009 7.4250000000000007 0.068259380757808671 0.51461192965507518 7.0550000000000006 0.036334333941340412 7.035000000000001 0.99951267242431652 0.036334333941340412 1.5000000000000002 5.6250000000000009 7.6900000000000004 3.6650000000000005 0.13363095238095238 0.98936170212765973 5.4750000000000005 2.5450000000000004 1.0000000180025095e-35 0.99766892194747936 2.8250000000000006 5.705000000000001 decision_type=2 2 2 8 10 2 2 2 10 2 8 2 2 8 2 8 2 2 2 10 10 10 2 2 10 8 2 2 10 10 left_child=2 4 6 8 25 13 -1 20 14 15 -8 19 18 21 -4 27 -11 -5 -9 -10 -6 -3 -23 -18 26 -2 -13 -7 -29 -20 right_child=1 5 3 17 7 9 10 12 11 16 -12 24 -14 -15 -16 -17 23 -19 29 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.011384901327469069 0.014719037292670652 0.020112554585030328 -0.0019812437513754412 0.0077465353403424952 0.012652527754051089 0.021917584927138089 -0.0093056310672393391 0.0064703537306715466 -0.0064694809933774399 0.022552991184021383 -0.0031023676460669326 0.0027416032333080708 0.0092352436906740342 0.023245981771045893 0.0056572110154169998 0.022877507080797041 0.026536937998026887 0.016836323396452652 -0.00058484519216690149 -0.001229913773708389 0.026253677303968811 0.020103412071134957 0.013304035161765138 0.023481167319695115 0.0045724217748788435 0.020963777937729626 -0.0035323025971082467 0.023599002849596325 0.025265298212265228 0.0084727926344363019 leaf_weight=75838.854928903282 235.63266810774803 605.09562894701958 395.62652089446783 210.60586325079203 594.89268180727959 1080.0240823924541 5646.728282853961 427.39044451713562 2453.7327403724194 935.64372304081917 558.90776930004358 189.27539417147636 675.06044472754002 518.71442510187626 422.81812514364719 15920.686458736658 4568.1589538902044 245.87937200069427 515.10644492506981 318.31584446877241 44.812176048755646 363.58508440852165 665.39413447678089 957.59265127778053 167.76220424473286 460.9821213632822 742.80388028919697 6899.3428949713707 5443.76878708601 75.844338685274124 leaf_count=651723 1071 2669 2533 1230 3014 4689 45107 2494 18539 4183 3788 1101 3679 2224 2395 64784 19588 1226 3399 2368 231 1696 3367 3930 1105 2032 5220 28300 23010 485 internal_value=0 0.0225587 -0.0106424 -0.00198654 0.0102903 0.023538 -0.0111854 0.00773409 -0.00341032 0.0238252 -0.00874694 -0.00454654 0.00551616 0.0187616 0.00196487 0.0234548 0.0255072 0.0126426 0.00305077 -0.00586782 0.0136053 0.0173381 0.0157066 0.0260074 -0.00121637 0.0188515 -0.00225827 0.0241395 0.0243339 0.000577638 internal_weight=0 40987.7 87191.3 5146.82 3029.72 37958 82044.5 2333.11 4690.33 35805.2 6205.64 3871.89 1693.4 2152.79 818.445 29343.8 6461.4 456.485 1018.34 2772.05 639.705 1634.07 1028.98 5525.75 1099.84 696.615 932.079 13423.1 12343.1 590.951 internal_count=911180 174845 736335 35717 16405 158440 700618 13302 33261 148484 48895 28333 10057 9956 4928 120783 27701 2456 6378 20907 3245 7732 5063 23518 7426 3103 6321 55999 51310 3884 is_linear=0 shrinkage=0.01 Tree=41 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 2 2 2 2 0 2 2 0 2 0 2 2 2 2 10 10 3 3 10 10 0 2 2 split_gain=301131 4811.41 4085.81 434.009 401.085 393.693 294.467 111.23 104.761 103.074 99.9061 77.1393 74.5739 79.9729 83.4333 72.9724 74.9465 57.4903 50.1108 61.8792 45.2721 42.3154 41.8692 41.7289 36.5567 35.2787 31.9638 30.0203 29.3983 29.013 threshold=0.18897357583045957 0.8784809708595277 0.0070173616986721008 0.51461192965507518 0.00048551171494175006 0.036334333941340412 0.99473056197166454 0.50155279503105599 1.0000000180025095e-35 1.0000000180025095e-35 0.96784532671629464 1.0000000180025095e-35 1.0000000180025095e-35 0.95030864197530873 1.0000000180025095e-35 0.94469928644240586 1.0000000180025095e-35 0.90501253132832093 0.96999699969997011 1.0000000180025095e-35 1.0000000180025095e-35 0.97252115607261669 5.9116524425917312e-05 23.500000000000004 27.500000000000004 0.068259380757808671 0.0013712961226701001 1.0000000180025095e-35 0.99040761869709237 0.49341991341991348 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 8 10 2 2 2 2 2 left_child=2 3 4 8 22 18 21 -8 -2 24 11 25 -5 14 23 16 -10 -9 19 -4 -6 -3 -1 -14 -7 -11 -22 -21 -12 -16 right_child=1 6 5 12 20 9 7 17 15 10 28 -13 13 -15 29 -17 -18 -19 -20 27 26 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011443373151146555 0.012510989483352379 0.019117349055395971 -0.0014629746786807823 0.017935721941673761 -0.0065982777528070568 -0.0020831954708212664 0.023192864324116241 0.024867718860992101 0.0043920345574316585 -0.0036126095404848562 0.018003672816354347 0.0040276662346430923 0.016449936056040469 0.019060584529990449 0.009408388512847702 0.012270521746249066 0.010927799663016729 0.023242144179913101 0.00029044557740947794 -0.0061691988510951482 -0.0099147100301722989 0.021497459845909596 -0.010649084854002096 0.010352345039286637 0.0064082210146677769 -0.00048175282336623647 -0.0083541692921958871 -0.0026141469543128214 0.0053217272511246359 0.018813668525200722 leaf_weight=67854.607863679528 364.58926799893379 1496.5708221197128 413.01546730101109 499.23052483797073 869.54531937092543 58.39343336224556 23612.838964700699 7833.3439560085535 975.50776039063931 581.65241683274508 20.285125583410263 280.82840088009834 129.13479043543339 217.44371040165424 38.313894733786583 188.09781037271023 213.92879705131054 3012.2119373530149 193.05312725901604 1803.7248741239309 2396.9020912125707 1491.3267533183098 7355.9271969795227 857.48464445769787 384.80854374170303 944.03404925763607 2901.2038966342807 273.55769599974155 184.81894269585609 227.82286863029003 leaf_count=590450 1831 6738 2678 2266 6102 346 96755 32888 5988 4272 126 1692 670 1018 188 980 1121 12377 1314 13785 19621 6464 61273 4505 2170 6395 23172 1861 1078 1056 internal_value=0 0.0222404 -0.0106186 0.0113802 -0.0111646 -0.00197011 0.0233168 0.0235779 0.00774438 0.000923923 -3.7894e-05 -0.000788807 0.0145964 0.0134625 0.0124908 0.00648281 0.00556754 0.0244162 -0.00461767 -0.00499815 -0.00871308 0.0203053 -0.0113657 0.0111504 0.00528945 -0.00167536 -0.00906017 -0.00570103 0.00657599 0.0174597 internal_weight=0 41157.8 86516.4 3711.55 81378.2 5138.17 37446.3 34458.4 1742.12 2454.82 2011.62 1806.51 1969.43 1470.2 1252.76 1377.53 1189.44 10845.6 2683.35 2490.3 6167.65 2987.9 75210.5 986.619 443.202 1525.69 5298.11 2077.28 205.104 266.137 internal_count=911180 174845 736335 19623 700618 35717 155222 142020 9920 16079 13563 12359 9703 7437 6419 8089 7109 45265 19638 18324 48895 13202 651723 5175 2516 10667 42793 15646 1204 1244 is_linear=0 shrinkage=0.01 Tree=42 num_leaves=31 num_cat=0 split_feature=9 9 9 9 9 4 0 0 9 9 9 9 0 9 9 9 4 4 0 9 9 4 9 9 4 9 3 4 9 0 split_gain=147020 5449.28 4294.34 2987.06 4069.29 2010.05 1223.5 873.053 801.546 786.827 3508.56 933.825 770.65 739.17 720.304 670.472 653.588 511.635 466.715 425.645 651.676 367.185 341.361 1090.52 1167.22 366.704 331.025 324.349 320.545 278.481 threshold=3.1750000000000003 2.5750000000000006 3.7350000000000008 6.1150000000000011 9.0500000000000025 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 4.495000000000001 7.0550000000000006 7.0450000000000008 6.1250000000000009 1.0000000180025095e-35 7.6900000000000004 4.4750000000000005 2.5750000000000006 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 6.9850000000000012 7.035000000000001 1.5000000000000002 8.0200000000000014 8.2000000000000011 1.5000000000000002 8.7300000000000022 28.500000000000004 2.5000000000000004 8.8300000000000018 1.0000000180025095e-35 decision_type=10 10 10 10 10 10 2 2 10 10 10 10 2 10 10 8 10 10 2 10 10 10 10 10 10 10 10 10 10 2 left_child=1 15 7 6 5 9 21 -2 14 10 11 17 22 -7 -8 29 18 -5 26 -13 27 -4 -11 24 -24 -25 -3 -21 -27 -1 right_child=2 16 3 4 -6 13 8 -9 -10 12 -12 19 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 23 25 -26 28 -28 -29 -30 -31 leaf_value=0.015299761964987982 -0.0013749157872177569 0.012734421370197256 -0.0082969831458561908 0.015522708597129557 -0.0098966203091117796 -0.00086977157261555749 -0.0018954959575362459 0.0067802992028281571 -0.0065857515811597843 -0.0085270103535824964 0.020635851858453957 -0.0049002581258920479 0.011323864067738705 0.021216496708477816 0.015506431815006484 0.020028572020192939 -0.0041777695067779855 -0.0096014816793789301 0.013638070464256431 0.023640682606607108 -0.011230746178003532 -0.009903162403578426 -0.0094194069137084006 -0.0093150063153300995 0.019294178171735388 0.022236025483727207 0.0072534308527563516 -0.010995613341671597 -0.011343241921314551 0.018684480909988734 leaf_weight=5506.3326305374503 4548.6161324009299 1509.3332526311278 32563.145309723914 412.42399379611015 6350.2305337116122 203.33501987159252 1633.7554064691067 1845.2422700002789 7808.6189545914531 1844.9709563180804 817.43916911631823 3297.5376688614488 295.12663432955742 594.76199616491795 278.39113257080317 18310.769008599222 317.44408565759659 100.88059783726931 2970.2941659390926 169.77264066040516 120.898831628263 25284.640870064497 225.6505466029048 1188.1047179698944 379.95080085843801 72.543164484202862 4081.9839337021112 32.157518833875656 46.747077904641628 4352.0478591322899 leaf_count=26676 32897 8032 273688 1929 56131 1519 11401 10700 60006 15923 3368 26366 1668 2502 1311 78364 2217 887 14616 826 1083 221113 1878 10300 1686 319 24005 277 406 19086 internal_value=0 0.0167434 -0.0069206 -0.00752388 -0.00366059 0.0003793 -0.00844741 0.000978647 -0.00516477 -0.000968869 0.00170573 -0.00203773 -0.00423606 0.0155895 0.000638066 0.0188966 0.00991229 0.010585 0.0104347 -0.00382741 0.00713122 -0.00899903 -0.00545804 -0.0024982 0.00859533 -0.00763686 0.00873298 0.0181248 0.00907709 0.016794 internal_weight=0 37048.2 90114.9 83721.1 16152.5 9802.3 67568.6 6393.86 9720.77 9004.2 4951.11 4133.67 4053.09 798.097 1912.15 28169.1 8879.06 513.305 8561.61 3620.37 322.829 57847.8 3757.97 1913 605.601 1307.39 5591.32 201.93 119.29 9858.38 internal_count=911180 172996 738184 694587 127068 70937 567519 43597 72718 66916 34736 31368 32180 4021 12712 124126 48870 2816 46653 28552 2186 494801 30512 14589 3564 11025 32037 1103 725 45762 is_linear=0 shrinkage=0.01 Tree=43 num_leaves=31 num_cat=0 split_feature=9 9 9 2 4 9 9 2 9 2 2 2 9 4 9 9 9 9 2 2 3 4 9 9 9 2 4 9 4 2 split_gain=143969 5325.21 4251.81 3241.63 2061.5 1940.23 2585.15 2678.54 2004.66 1440.27 1024.91 973.797 661.588 636.577 635.897 563.56 1279.87 473.197 411.551 355.707 349.962 312.031 471.17 311.763 819.234 305.002 286.886 267.958 1106.11 255.921 threshold=3.1750000000000003 2.5750000000000006 3.7650000000000001 1.0000000180025095e-35 5.5000000000000009 6.2150000000000007 8.2700000000000014 0.90501253132832093 8.1200000000000028 0.90943267259056748 0.99938118811881205 0.22271825396825398 2.5750000000000006 2.5000000000000004 4.5750000000000011 8.8850000000000016 5.5950000000000006 4.9150000000000009 0.55329477380706471 0.20112359550561798 28.500000000000004 1.5000000000000002 7.3800000000000008 7.035000000000001 6.9850000000000012 0.49341991341991348 2.5000000000000004 9.7700000000000014 5.5000000000000009 0.49341991341991348 decision_type=10 10 10 2 10 10 10 2 10 2 2 2 8 10 10 10 8 10 2 2 10 10 10 10 10 2 10 10 10 2 left_child=1 12 19 4 15 10 7 8 11 -9 14 -7 -1 18 -5 16 -4 -6 25 -2 -20 -18 -23 24 -13 -3 -26 28 -8 -21 right_child=2 13 3 5 17 6 27 9 -10 -11 -12 23 -14 -15 -16 -17 21 -19 20 29 -22 22 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=0.016559650533091785 0.0056019523502982803 0.01009115580584863 -0.0045011156503777777 -0.0067277701278566351 -0.0077717832458544115 0.015026379163630711 -0.0078179953761092543 0.021106983830043401 0.018521385765733409 -0.0018600188546861549 -0.0021027121568472818 -0.0052102189870840525 0.019766866045773469 -0.0041463655192172802 -0.0096046902405643921 -0.011183477829469638 0.0090061339731756368 0.01818514296252053 0.012812542259677618 -0.0039964805199607968 0.0053948966499947296 -0.0050864954373780668 0.017804949345482643 -0.0087876918747782848 0.02313243798944184 0.014971118880826502 -0.010871333988304156 -0.010622171732428057 0.025481634902361057 0.0009665790119697059 leaf_weight=9897.6991742774844 1249.7771965563297 3325.7193777933717 5386.2693902254105 9073.7600955069065 79.60816901922226 230.06440971791744 2769.8961853310466 799.20715045928955 390.68077458441257 414.73940426111221 2129.6106306537986 2170.6068935543299 18367.375477880239 316.65385953336954 50126.737107105553 773.06625102460384 1025.5439289808273 596.30751170963049 878.09948299080133 1401.0729141533375 2307.3888668268919 434.01226379722357 113.41007585078478 2178.4798894077539 144.70705483853817 2082.9202084764838 29.946184270083904 3998.4324979931116 103.47810281813145 4020.2173698619008 leaf_count=45762 7530 17893 39476 74029 598 1251 23884 3228 1735 3087 15330 17768 78364 2217 436622 6831 5784 2628 4662 10475 14001 3240 522 18938 701 10097 263 36112 471 27681 internal_value=0 0.0165187 -0.00688798 -0.00750554 -0.00161945 -0.00816932 -0.00469615 -0.000100789 -0.00325364 0.0132604 -0.00891855 -0.00504317 0.0186438 0.00977802 -0.00916374 -0.00308342 -0.00218363 0.015128 0.0102911 0.00079263 0.00743962 0.00575209 -0.00034405 -0.00606385 -0.00353371 0.0119705 0.0173021 -0.0089482 -0.00661878 -0.000316069 internal_weight=0 37175.9 89639.6 82968.6 8408.22 74560.3 13230.2 6358.43 5144.49 1213.95 61330.1 4753.8 28265.1 8910.78 59200.5 7732.3 6959.24 675.916 8594.13 6671.07 3185.49 1572.97 547.422 4523.74 2345.26 5408.64 174.653 6871.81 2873.37 5421.29 internal_count=911180 172996 738184 692498 59079 633419 107438 46971 40656 6315 525981 38921 124126 48870 510651 55853 49022 3226 46653 45686 18663 9546 3762 37670 18732 27990 964 60467 24355 38156 is_linear=0 shrinkage=0.01 Tree=44 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 10 10 9 5 9 9 9 10 9 9 10 9 9 1 10 9 10 5 9 4 1 4 1 9 split_gain=288704 4464.81 4065.85 992.125 580.338 455.501 399.503 273.587 241.372 234.103 185.231 137.258 123.044 121.684 161.173 115.355 102.609 93.0893 126.172 104.014 87.5239 70.9717 69.9358 68.8585 67.8049 66.1271 60.8368 60.1188 58.3719 52.5948 threshold=0.18897357583045957 0.78322452306747448 0.0070173616986721008 9.0500000000000025 8.2700000000000014 0.97252115607261669 0.00048551171494175006 0.068259380757808671 7.035000000000001 3.5000000000000004 7.4250000000000007 3.2650000000000001 2.9150000000000005 0.99766892194747936 3.0550000000000002 7.0550000000000006 0.51461192965507518 3.8050000000000002 5.6350000000000007 0.047905909351692456 0.049213243648409809 5.6250000000000009 0.9999486804008485 3.5000000000000004 5.4750000000000005 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 4.0850000000000009 decision_type=2 2 2 8 8 2 2 2 8 2 8 10 10 2 10 8 2 10 10 2 2 10 2 2 10 10 2 10 2 10 left_child=2 4 6 7 9 15 -1 12 13 16 -8 -9 -4 -7 23 25 27 -11 19 -19 -5 26 -16 -15 28 -3 -14 -2 -13 -18 right_child=1 5 3 20 -6 8 10 11 -10 17 -12 24 21 14 22 -17 29 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011327150905215884 0.0090785445864958753 0.01798455658737215 0.00058715494957366156 0.0081154510308108531 0.020548885905654304 0.020922464321390982 -0.0092196645498646822 0.0065228005436882902 0.021997415790867274 0.0094627329311935647 -0.0031932954710729941 0.0026918276979348986 -0.002771824379662956 0.022709882956822379 0.023198613820130849 0.022184699144448147 0.016344462517812696 0.011632075903404471 0.010803012738743034 -0.0011149772498709881 0.016849088864590574 -0.0010815474289193462 0.025804521687697327 0.02460016508193958 0.0046431292258334884 0.013404383105405275 -0.0068097297455014206 -0.00027796191146190548 -0.0035842970065922109 0.010885671709563732 leaf_weight=73830.438600532711 821.49078798294067 1227.4747344851494 365.63816593587399 257.10747971385717 444.15380625426769 1520.0454982370138 5541.1417392417789 292.16560123860836 18045.890961363912 265.32971268892288 561.74381846189499 186.70516562461853 451.44463574886322 8247.3375686407089 1332.8101630657911 526.23495611548424 325.35973098874092 73.120125636458397 148.03978684544563 513.99591198563576 207.23232558369637 314.73105300217867 4530.9637656211853 2514.6935041993856 167.12490168213844 424.14378406107426 2150.7325440719724 74.936841055750847 718.37402606010437 385.78228534758091 leaf_count=651723 4453 5662 2186 1456 1967 6626 45107 1594 72975 1453 3788 1087 3052 33523 5719 2224 1480 391 874 3347 1000 2368 19197 10444 1105 2070 16746 460 5123 1980 internal_value=0 0.0216231 -0.010571 -0.00192424 0.00998253 0.0225491 -0.0111239 -0.00331693 0.0228163 0.00818307 -0.00866496 0.000446677 -0.00488125 0.0236307 0.0238783 0.0181074 0.0105466 0.00438534 0.00255282 0.000472556 0.0120132 -0.00556673 0.0252122 0.0231516 -0.00120901 0.0168083 -0.0061092 0.00829639 -0.00228962 0.0133832 internal_weight=0 41421.8 85044.6 5111.26 3052.21 38369.6 79933.3 4646.92 36191.7 2608.06 6102.89 1364.37 3282.55 18145.9 16625.8 2177.85 1607.57 1000.49 735.156 587.116 464.34 2916.91 5863.77 10762 1072.2 1651.62 2602.18 896.428 905.079 711.142 internal_count=911180 174845 736335 35717 16405 158440 700618 33261 148484 14438 48895 8909 24352 75509 68883 9956 8373 6065 4612 3738 2456 22166 24916 43967 7315 7732 19798 4913 6210 3460 is_linear=0 shrinkage=0.01 Tree=45 num_leaves=31 num_cat=0 split_feature=5 2 2 2 2 5 2 0 4 4 4 2 5 2 4 0 2 2 2 2 5 5 2 4 2 0 4 2 2 2 split_gain=48415.5 6248.96 5520.06 3731.85 5007.44 3313.03 3053.2 2288.16 1420.61 1116.14 1092.4 1011.17 933.372 839.733 777.808 748.766 725.141 761.525 676.026 620.911 722.568 598.566 587.563 543.911 537.846 484.781 454.756 449.925 405.359 377.591 threshold=3.5000000000000004 0.50155279503105599 1.0000000180025095e-35 0.49341991341991348 0.33477011494252878 1.5000000000000002 0.90501253132832093 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.5000000000000002 0.90943267259056748 4.5000000000000009 0.74478940512375169 2.5000000000000004 1.0000000180025095e-35 0.25108695652173912 0.24165739710789766 0.33248299319727892 0.99938118811881205 1.0000000180025095e-35 1.0000000180025095e-35 0.75103305785123975 5.5000000000000009 0.75937646507266776 1.0000000180025095e-35 5.5000000000000009 0.76103179753406891 0.091229193341869366 0.47637648809523808 decision_type=2 2 2 2 2 2 2 2 10 10 10 2 2 2 10 2 2 2 2 2 2 2 2 8 2 2 10 2 2 2 left_child=1 3 23 4 5 10 7 9 15 21 16 -8 13 -10 -5 -4 17 28 26 -13 -21 27 -15 -2 -9 -14 -12 -3 -1 -17 right_child=2 6 8 14 -6 -7 11 24 12 -11 18 19 25 22 -16 29 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.011239457577448512 0.0059644584649267973 0.0033493954671906198 -0.0059152665494476295 0.013789922571202783 -0.0019254388882053634 -0.001669657590459873 0.018011131719510704 0.0090726603909396207 -0.007753870025499307 -0.0058563195052857633 0.0029917102219173958 -0.0024853254322996601 -0.0093123559123618992 0.018580072105865632 -0.0051732517630049529 -0.0053723307203585972 0.0041315541109209746 0.017069864720583333 0.013409138706208782 0.01112810344367287 0.0024365165704602633 -0.004390524025783913 -0.006002558897653696 0.017743341250475827 -0.0019576615508352731 -0.0013151236903285993 0.013660597650352839 -0.0030818817322796101 0.0035722925736817878 0.0036898356100934218 leaf_weight=12282.765976078808 2041.7266929000616 4443.3039758875966 32961.180786751211 10835.93254044652 5587.2830239906907 2805.2691115960479 883.44594870507717 2662.3271329775453 517.217554718256 5100.8166836947203 3756.9243887141347 679.99039643257856 23474.407162129879 311.14693103730679 220.70232842117548 721.50491876155138 1362.9351143985987 2283.6871662586927 964.495286911726 2527.2046758383512 1538.9481629133224 2150.0646695643663 141.42199654877186 485.19132959097624 530.07541717588902 783.28778138011694 447.06294330209494 1440.4302496761084 730.57131661474705 1267.5480825453997 leaf_count=63906 12360 29255 273163 53457 41625 20873 3836 14828 4344 41308 24361 5050 210226 1317 1754 5880 8618 10156 4785 13311 10288 16765 1125 2053 3972 6021 2241 10962 4730 8610 internal_value=0 0.00614762 -0.00625308 0.00844035 0.00662165 0.00856025 0.00183737 -0.000352305 -0.00686107 -0.00219792 0.00987494 0.0081879 -0.00866953 0.000950519 0.0134114 -0.00555571 0.011121 0.0117437 0.00585855 0.00635941 0.00783853 0.000124877 0.0108983 0.00822611 0.00724115 -0.00905412 0.00412627 0.00177492 0.010809 0.000402644 internal_weight=0 63234.2 62704.6 41277.6 30221 24633.7 21956.6 16327 60177.7 13134.6 21828.4 5629.59 25227.5 969.786 11056.6 34950.2 16660 15297 5168.48 4746.14 4066.15 8033.8 452.569 2526.92 3192.4 24257.7 4203.99 5883.73 13013.3 1989.05 internal_count=911180 386081 525099 236506 181295 139670 149575 117090 510686 98290 118797 32485 223033 6786 55211 287653 87410 78792 31387 28649 23599 56982 2442 14413 18800 216247 26602 40217 68636 14490 is_linear=0 shrinkage=0.01 Tree=46 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 10 10 9 9 1 9 9 9 10 9 9 9 10 10 10 1 1 10 1 9 9 9 0 9 split_gain=281462 4332.5 4045.61 964.653 558.935 447.807 400.294 261.147 234.114 210.083 201.621 183.363 137.471 122.3 119.96 151.143 117.729 112.019 103.786 67.8948 66.3229 65.3203 61.0129 60.4828 59.8615 90.5573 51.644 48.7543 47.4508 45.6893 threshold=0.18897357583045957 0.78322452306747448 0.0070173616986721008 7.6900000000000004 8.2700000000000014 0.97252115607261669 0.00048551171494175006 0.068259380757808671 7.035000000000001 3.8350000000000004 1.0000000180025095e-35 7.4250000000000007 3.2650000000000001 2.9150000000000005 0.99766892194747936 3.0550000000000002 5.5050000000000008 7.0550000000000006 0.049213243648409809 0.9999486804008485 0.51461192965507518 0.028778467908902653 0.019324122479462254 0.51461192965507518 0.051836094939543158 3.6650000000000005 8.8450000000000006 5.6250000000000009 1.0000000180025095e-35 5.4750000000000005 decision_type=2 2 2 8 8 2 2 2 8 10 2 8 10 10 2 10 10 8 2 2 2 2 2 2 2 10 10 10 2 10 left_child=2 4 6 7 9 17 -1 13 14 23 -11 -8 -9 -4 -7 -16 20 24 -5 -17 -12 -15 28 -2 -3 -26 -10 -23 -14 -24 right_child=1 5 3 18 -6 8 11 12 26 10 16 -13 22 21 15 19 -18 -19 -20 -21 -22 27 29 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.011303817106257712 0.0096132519653174368 0.019470372027079706 0.00055309799500187918 0.0071616484784784327 0.020152308587218615 0.02055562026580713 -0.0091846319860708556 0.0063968143507061826 0.021575274007267612 0.01184188963828889 0.00040075464037162982 -0.0031825661795424898 0.0080342226560010319 -0.0023261987463762783 0.022778882188361976 0.022791245286687647 0.0099895012064064991 0.021790133460052378 0.016291798140054152 0.025351008429524195 0.0056939288054011 -0.0067608542100506827 -0.003542269889857565 0.014774286233042456 0.018728611237373682 0.013056458329675967 0.026773357267283276 -0.0020025576906582002 -0.0012207518990372023 0.0030472060002909476 leaf_weight=73003.828956283629 511.96770675480366 483.15945692360401 366.19647394120693 280.09283526986837 447.0714940726757 1529.0164598375559 5498.4500737562776 293.46406544744968 17896.172933623195 434.81773906946182 625.35144613683224 560.9141753911972 108.94371837377548 507.33326840400696 10799.746817365289 1340.9789936691523 256.86009375751019 528.80905343592167 224.13513611257076 4558.8167303204536 380.90318290889263 2130.2715211361647 714.44444745779037 408.0472334176302 464.42570592463017 714.48056197166443 193.19535979628563 239.54641806334257 112.71160724759102 123.39754761755466 leaf_count=651723 2660 2141 2186 1612 1967 6626 45107 1594 72139 2186 4060 3788 628 3422 43967 5719 1509 2224 1096 19197 2136 16699 5116 1887 2019 3572 836 1861 656 847 internal_value=0 0.0212612 -0.010542 -0.00191002 0.00981861 0.0221719 -0.0110988 -0.00335043 0.0224368 0.0080539 0.00596868 -0.00862902 0.00034013 -0.00488994 0.0232366 0.023482 0.00394687 0.0177814 0.0112201 0.0247692 0.00240441 -0.00558272 -0.00133748 0.0119023 0.0165059 0.015291 0.0216308 -0.00627988 0.00332807 -0.00257177 internal_weight=0 41573.8 84163.7 5100.54 3065.02 38508.8 79063.2 4596.31 36317.9 2617.95 1697.93 6059.36 1352.96 3243.35 18228.6 16699.5 1263.11 2190.87 504.228 5899.8 1006.25 2877.15 1059.5 920.015 1662.07 1178.91 18089.4 2369.82 221.655 837.842 internal_count=911180 174845 736335 35717 16405 158440 700618 33009 148484 14438 9891 48895 8841 24168 75509 68883 7705 9956 2708 24916 6196 21982 7247 4547 7732 5591 72975 18560 1284 5963 is_linear=0 shrinkage=0.01 Tree=47 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 1 1 2 4 1 4 4 1 1 0 1 1 0 10 10 10 1 3 4 0 1 0 2 split_gain=276057 4245.93 4033.54 402.327 391.531 374.582 252.488 139.052 115.61 111.617 98.365 93.0822 76.7528 70.3983 68.5109 67.3126 56.7102 55.6032 53.1885 49.8095 44.8215 41.9466 40.2156 37.5753 39.0614 35.4051 33.9623 32.6035 38.9364 32.1815 threshold=0.18897357583045957 0.8784809708595277 0.0070173616986721008 0.00048551171494175006 0.51461192965507518 0.036334333941340412 0.98755538463592529 0.034723896792862259 0.05298245614035086 0.50155279503105599 2.5000000000000004 0.047905909351692456 1.5000000000000002 2.5000000000000004 0.047905909351692456 0.49184758529020828 1.0000000180025095e-35 0.74891304347826104 0.091372912801484213 1.0000000180025095e-35 0.0013712961226701001 5.9116524425917312e-05 0.99951267242431652 0.98936170212765973 17.500000000000004 2.5000000000000004 1.0000000180025095e-35 0.051836094939543158 1.0000000180025095e-35 0.49341991341991348 decision_type=2 2 2 2 2 2 2 2 2 2 10 2 10 8 2 2 2 2 2 2 2 2 2 2 10 10 2 2 2 2 left_child=2 4 3 21 8 14 27 -7 -2 -8 15 -6 16 19 -4 -10 17 -9 -11 23 -5 -1 -20 24 -13 -16 -24 -3 -29 -17 right_child=1 6 5 20 11 7 9 12 10 18 -12 13 -14 -15 25 29 -18 -19 22 -21 -22 -23 26 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.011365062562333559 0.011759447029926998 0.020603233612279274 -0.0011567617332801396 -0.0095581032582308378 0.017281608209851092 0.0054249789375590196 0.021817427276409812 -0.00092176556151321945 0.0042410718452477779 0.02191168295311954 -0.0021644111862668121 0.019787585263233123 -0.0031266400927808923 0.0058618539879635957 -0.0047534430730929627 0.0075181221625803827 0.0052877172045002795 0.005880713410329255 0.021188075827129556 0.016719047076669366 -0.0078223317204452174 -0.010557222644691668 0.024064952067146875 0.018321823109123014 0.010971597524891852 -0.0084313910777786393 0.022520890715821626 0.017048492481188587 0.020652255829843594 0.012383968518644119 leaf_weight=65264.400374591351 452.92473289370537 663.05019469559193 497.33100425451994 2682.4539230167866 572.58423632383347 536.56695519387722 24420.784551113844 861.26192674040794 540.13964015245438 3125.3345844447613 135.67037287354469 53.505797654390335 650.26402685046196 143.33163180947304 1844.120939783752 430.83588053286076 257.7025029361248 139.64430923759937 718.94985933601856 313.1213985979557 3339.9270770698786 7129.7349536716938 5500.3284722268581 89.076603770256042 827.99870678782463 305.02174617350101 1922.3965814709663 1182.5310705304146 401.63423392176628 198.5662377178669 leaf_count=590450 2271 2842 3327 22170 2582 3059 98968 6049 3318 12710 899 270 4669 775 13860 2418 1476 826 3074 1412 26725 61273 22785 399 4265 2451 7815 5331 1697 1014 internal_value=0 0.0209882 -0.0105189 -0.0110789 0.0108488 -0.00189423 0.0219926 0.000927321 0.00740635 0.0221973 0.00589578 0.0138755 -0.00033693 0.0125088 -0.00450145 0.00683078 0.00110438 2.73018e-05 0.0230206 0.013251 -0.00859547 -0.0112855 0.0234463 0.0121322 0.0115067 -0.00527544 0.0236651 0.0187414 0.0179622 0.00905322 internal_weight=0 41692.8 83508.4 78416.5 3757.76 5091.91 37935 2445.44 1758.14 35687.8 1305.21 1999.62 1908.87 1427.03 2646.47 1169.54 1258.61 1000.91 11267 1283.7 6022.38 72394.1 8141.67 970.581 881.505 2149.14 7422.73 2247.22 1584.17 629.402 internal_count=911180 174845 736335 700618 19623 35717 155222 16079 9920 145352 7649 9703 13020 7121 19638 6750 8351 6875 46384 6346 48895 651723 33674 4934 4535 16311 30600 9870 7028 3432 is_linear=0 shrinkage=0.01 Tree=48 num_leaves=31 num_cat=0 split_feature=9 5 9 9 9 9 1 5 9 9 9 1 1 5 1 0 5 9 0 9 5 9 9 1 0 5 9 9 9 9 split_gain=132394 5028.08 4759.97 3444.28 3465.7 3381.16 2670.74 1399.86 1282.89 976.779 947.777 801.392 758.598 652.439 561.712 540.858 488.241 479.938 563.685 581.912 472.521 455.193 452.903 428.367 363.167 307.721 499.303 732.058 385.294 1184.62 threshold=3.1750000000000003 4.5000000000000009 2.5750000000000006 6.0550000000000006 8.4800000000000022 3.8350000000000004 0.98936170212765973 16.500000000000004 5.4150000000000009 7.0450000000000008 3.5950000000000002 0.34387500000000004 1.0000000180025095e-35 1.5000000000000002 0.58847248576850109 1.0000000180025095e-35 1.0000000180025095e-35 4.5750000000000011 1.0000000180025095e-35 4.4750000000000005 28.500000000000004 8.8300000000000018 2.5450000000000004 0.27293771043771048 1.0000000180025095e-35 20.500000000000004 6.9850000000000012 7.035000000000001 4.995000000000001 4.9850000000000012 decision_type=10 2 10 10 10 10 2 2 10 10 10 2 2 2 2 2 2 10 2 10 2 10 8 2 2 2 10 10 10 10 left_child=2 3 7 5 9 24 10 22 -8 14 -3 -11 15 -4 -5 -7 21 18 -14 -20 25 -6 -1 -9 -2 -12 28 -28 29 -27 right_child=1 6 13 4 16 12 8 23 -10 11 20 -13 17 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=0.016452180936435187 0.00051783447859747546 -0.0021371315810640211 0.011667784356706947 -0.0001643928967147922 0.020155333964275837 0.0011205303950418243 -0.0049837323187187661 0.0043010828719220861 0.016433014224261723 0.018320637301840796 -0.0087036933062873949 -0.00019138480171817599 -0.0065172725430354683 0.0061987118211935446 0.011834308812965093 -0.0053888592785903341 -0.011091436232132828 -0.0080981864116590665 -0.0034230168769153113 0.012067730975400613 -0.010091921305030574 -0.0056032681298185099 0.019322230152728128 0.013282532216168305 0.006398909458311227 -0.0091716658950150506 0.025679855009761277 -0.0024808642398572588 -0.0098389416235764894 0.014106419158354169 leaf_weight=7956.9142881035805 2329.6579143628478 1883.5891082212329 5142.7924967557192 1045.8291048109531 102.53466107696295 1898.4391521736979 522.33601889759302 725.2957900390029 602.09591617435217 1369.8126011192799 13718.632989346981 281.99041160196066 2884.4015744104981 3787.8993182405829 622.3320132419467 3895.9490764439106 1259.4542453363538 16604.167364411056 693.8648789152503 372.78663713485003 31602.65063970536 207.31602583825588 17794.092462942004 1982.6888425499201 1911.5846945494413 733.08327909559011 114.96734119951725 468.44680937379599 1833.3692920356989 311.51790142059326 leaf_count=35425 16004 14285 25825 7384 438 12785 3968 4496 2613 5834 123469 1942 23527 23045 3206 29175 11552 140645 4965 1912 292131 1697 74047 10158 10965 6607 498 3840 16856 1886 internal_value=0 -0.00677252 0.0157174 -0.0038725 0.00392096 -0.00511812 -0.00875922 0.0177162 0.00648422 0.00970939 -0.00909752 0.0151603 -0.00645193 0.00934811 0.0043119 -0.00325616 -0.00832482 -0.0073528 -0.00422036 0.00199088 -0.00936627 0.00292067 0.0184354 0.010877 0.00316851 -0.00803143 -0.00536705 0.00306847 -0.00707707 -0.00222974 internal_weight=0 87270.8 37389.7 35480.1 4889.27 30590.9 51790.7 28459 1124.43 3319.96 50666.3 1651.8 26349.6 8930.69 1668.16 5794.39 1569.3 20555.2 3951.05 1066.65 48782.7 309.851 25751 2707.98 4241.24 17180 3461.38 583.414 2877.97 1044.6 internal_count=911180 738184 172996 272031 32053 239978 466153 124126 6581 18366 459572 7776 213009 48870 10590 41960 13687 171049 30404 6877 445287 2135 109472 14654 26969 153156 29687 4338 25349 8493 is_linear=0 shrinkage=0.01 Tree=49 num_leaves=31 num_cat=0 split_feature=9 9 9 2 0 9 9 2 9 9 2 0 2 2 0 9 9 9 0 0 9 9 9 2 2 9 9 0 2 2 split_gain=129752 4684.12 4019.83 3040.72 2814.32 1867.52 2440.56 2385.13 1792.31 1293.5 1258.44 1045.59 937.383 902.532 822.933 788.119 576.794 477.456 427.32 387.388 303.364 746.537 302.484 291.562 381.648 274.337 266.036 534.758 232.704 232.496 threshold=3.1750000000000003 2.2250000000000005 3.7650000000000001 1.0000000180025095e-35 1.0000000180025095e-35 6.2150000000000007 8.2700000000000014 0.90501253132832093 8.1200000000000028 5.3550000000000013 0.90943267259056748 1.0000000180025095e-35 0.99938118811881205 0.22271825396825398 1.0000000180025095e-35 2.8250000000000006 4.5750000000000011 4.4750000000000005 1.0000000180025095e-35 1.0000000180025095e-35 7.035000000000001 6.9850000000000012 4.495000000000001 0.59943502824858774 0.94701754385964931 4.3550000000000013 9.7700000000000014 1.0000000180025095e-35 0.69056183624528955 0.40078740157480325 decision_type=10 10 10 2 2 10 10 2 10 10 2 2 2 2 2 10 10 10 2 2 10 10 10 2 2 10 10 2 2 2 left_child=1 18 14 4 9 11 7 8 13 -4 -9 12 25 -7 -2 -3 17 -13 23 -17 21 29 -19 -1 28 -5 27 -8 -25 -15 right_child=2 15 3 5 -6 6 26 10 -10 -11 -12 16 -14 20 -16 19 -18 22 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.017683286060280946 -0.0015080417520326149 0.012881977432626198 -0.00046139779980609646 -0.007120461118179388 -0.005749928965481356 0.014378264004351524 -0.0071920965110451119 0.019809637009227679 0.017370972523646756 0.01321167833639976 -0.0017623514946841152 -0.0027502390373505626 -0.0014520845281773764 0.0029739765924495262 0.0062566437528387107 0.0059329105665675806 -0.0064896670493974117 0.016899973673287674 0.019419861815908272 0.011354177823908067 -0.0086231548232372033 0.016366923508937373 -0.00086839601708863781 0.015554929970590492 0.019409888641511126 -0.0096376242192816198 -0.01050586129456349 0.019122682161445307 0.0097066751702331727 -0.0063942930619837789 leaf_weight=10310.892626255751 4678.5565773993731 6224.231533639133 1339.8608671203256 4762.9707246720791 5526.9340957850218 231.66304721683264 2698.0466516315937 802.14589735865593 393.72849517315626 1430.6584036648273 407.96463891118765 973.09027361869812 1523.7754946798086 310.77194907516241 1927.2027193158865 3878.261477008462 3822.9630173072219 252.25654323399067 11231.304345354438 1996.6989307999611 2094.9710869714618 177.07366602122784 154.48313397914171 1280.7954044640064 1106.3593744635582 47601.78920352459 3821.2303191125393 79.500458180904388 1451.3723682761192 1795.0612353757024 leaf_count=44266 34553 30689 9532 40920 42454 1251 23968 3228 1735 7093 3087 7109 11064 2232 11133 23232 31018 1116 46351 9988 18938 964 1070 6022 4613 433684 36112 387 7835 15536 internal_value=0 0.0155226 -0.0067409 -0.00735849 -0.00162656 -0.00801994 -0.00455888 -6.10661e-05 -0.0031081 0.00659919 0.0125371 -0.00877036 -0.00918369 -0.00485734 0.000757273 0.0104024 -0.00448932 0.00105284 0.0179635 0.00777541 -0.00587523 -0.00335352 0.0101514 0.0168074 0.0144548 -0.00940867 -0.008794 -0.0064389 0.0124482 -0.00501175 internal_weight=0 37479.9 86806.7 80200.9 8297.45 71903.5 12812.2 6213.38 5003.27 2770.52 1210.11 59091.3 53888.5 4609.54 6605.76 12099.2 5202.79 1379.83 25380.7 5874.96 4377.88 2282.91 406.74 14149.4 3838.53 52364.8 6598.78 2777.55 2732.17 2105.83 internal_count=911180 172996 738184 692498 59079 633419 107438 46971 40656 16625 6315 525981 485668 38921 45686 63909 40313 9295 109087 33220 37670 18732 2186 62736 18470 474604 60467 24355 13857 17768 is_linear=0 shrinkage=0.01 Tree=50 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 4 4 4 4 10 0 10 10 4 10 10 0 0 4 3 3 0 4 10 4 4 4 0 split_gain=265202 4012.41 3977.46 401.862 400.974 366.027 202.507 118.256 106.669 67.4389 51.3841 47.2979 52.0225 45.7012 44.7718 44.1603 41.2441 33.0022 26.9959 25.3925 23.6796 29.0329 22.5861 22.0471 20.9232 20.1893 20.1241 19.2551 19.0808 28.8726 threshold=0.18897357583045957 0.0070173616986721008 0.78322452306747448 0.97252115607261669 0.00048551171494175006 0.036334333941340412 0.51461192965507518 1.5000000000000002 2.5000000000000004 1.5000000000000002 2.5000000000000004 0.99766892194747936 1.0000000180025095e-35 0.068259380757808671 0.0013712961226701001 1.5000000000000002 5.9116524425917312e-05 0.94052824378013633 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 29.500000000000004 26.500000000000004 1.0000000180025095e-35 1.5000000000000002 0.3781151175498963 1.5000000000000002 5.5000000000000009 2.5000000000000004 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 10 10 8 10 2 2 2 2 8 2 2 2 2 8 10 10 2 10 2 10 10 8 2 left_child=1 4 6 15 16 10 8 13 19 -8 18 -5 20 -7 -6 -4 -1 -17 -3 25 21 -13 -21 -15 -14 -2 -16 -10 -11 -30 right_child=2 5 3 11 14 7 9 -9 27 28 -12 12 24 23 26 17 -18 -19 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.011329105526659545 0.0063387953647030043 -0.0044729120649905484 0.018062260986355189 0.020191535107310372 -0.0095167312656050645 0.00025301361259967559 0.013838456382251785 -0.0023773029102381296 -0.0016247631432058196 0.010427396350836815 -0.0080371738730082385 0.022847729023957895 0.021064455433241831 0.0027477404227230868 -0.0072302221968243274 0.013217619927314518 -0.010522409488140655 0.018122392286240317 -0.0018396674978190162 0.0028697565695306165 0.021528263402570042 0.021878637120691637 0.010803656947737486 0.0059274871106419994 0.02214293485648109 0.0091342545201507485 -0.008894461910021129 0.0075161238168592482 0.0026645229718775705 0.013811044495343781 leaf_weight=64012.232918106019 736.22234527766705 1783.4808514043689 1602.6410601437092 2295.9656082093716 2651.4683706983924 624.96138840913773 974.28868900239468 746.64558920264244 144.67298401892185 227.69661524891853 345.32617039978504 5087.3571390062571 12438.922695159912 761.52644944190979 2229.7051059007645 400.22297714650631 7034.3274701312184 208.7311804741621 498.05009561032057 39.277234748005867 6743.8333775699139 7879.673612177372 415.00214220583439 305.5454538166523 2103.0279636830091 398.02886554598808 1077.7967537119985 27.410731196403503 90.57813486456871 31.257878616452217 leaf_count=590450 4383 13591 7136 9687 22170 4244 4676 5264 941 1162 2764 20832 50036 4918 17597 1894 61273 926 3283 203 27387 31992 2037 1653 8550 2198 9128 158 496 151 internal_value=0 -0.0104732 0.0204608 0.0213305 -0.0110403 -0.00185219 0.00953162 0.000937686 0.00730977 0.0124866 -0.00444221 0.021581 0.0216741 0.0024005 -0.00854862 0.0171912 -0.0112492 0.0148988 -0.00389808 0.0081199 0.0220089 0.0222588 0.0101177 0.00365823 0.0212204 0.00731977 -0.00777254 -0.000168737 0.00871831 0.00552424 internal_weight=0 82071.1 41844.8 38760.4 77005.5 5065.54 3084.44 2438.68 1760.61 1323.82 2626.86 36548.8 34252.8 1692.03 5958.97 2211.6 71046.6 608.954 2281.53 1588.53 19710.9 12967 454.279 1067.07 14542 1134.25 3307.5 172.084 349.533 121.836 internal_count=911180 736335 174845 158440 700618 35717 16405 16079 9920 6485 19638 148484 138797 10815 48895 9956 651723 2820 16874 8821 80211 52824 2240 6571 58586 6581 26725 1099 1809 647 is_linear=0 shrinkage=0.01 Tree=51 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 10 9 10 5 9 10 9 9 9 10 10 1 9 9 5 1 5 9 1 4 1 9 9 4 split_gain=260265 4002.32 3910.99 898.543 502.802 403.986 403.256 253.068 249.936 200.144 177.765 126.063 120.599 108.989 98.9427 95.5395 89.9187 80.2615 92.5305 124.286 78.7263 78.1182 73.8956 62.1973 56.6076 56.5827 55.6542 55.1482 60.2916 52.9584 threshold=0.18897357583045957 0.0070173616986721008 0.78322452306747448 7.6900000000000004 8.2700000000000014 0.97252115607261669 0.00042608799412840006 2.3350000000000004 0.068259380757808671 3.5000000000000004 7.0450000000000008 0.99766892194747936 3.2650000000000001 2.9150000000000005 7.0550000000000006 0.049213243648409809 0.51461192965507518 0.051836094939543158 3.8050000000000002 5.705000000000001 4.5000000000000009 0.80810147299509005 3.5000000000000004 5.6250000000000009 0.019324122479462254 1.5000000000000002 1.0000000180025095e-35 7.0450000000000008 3.2050000000000005 2.5000000000000004 decision_type=2 2 2 8 8 2 2 10 2 2 8 2 10 10 8 2 2 2 10 10 2 2 2 10 2 10 2 10 10 10 left_child=1 6 4 8 9 14 -1 22 13 16 -8 -9 -10 -3 25 -5 29 -11 -19 -20 27 -22 -7 26 -14 -4 -15 28 -13 -2 right_child=2 3 5 15 -6 7 10 11 12 17 -12 20 24 23 -16 -17 -18 18 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011238375296231054 0.008514544913730911 0.00032992264738337593 0.016822465065043205 0.0068632181209702528 0.019116813892250357 0.020431771781687633 -0.0091482288524634154 0.019526930065028151 0.0059780257330729458 0.011991252872262022 -0.0034915813299241046 0.021715743391207794 0.0032491561599081792 -0.0027430999455226655 0.020682716762772339 0.015567045731776197 0.012511747866141487 0.0083960250361053684 -0.00093026357087390833 0.010318295789419531 0.024492081747488272 0.020752445650733121 0.022260978582504445 -0.00099565424459903103 -0.0024325948103962524 0.012626443348207677 -0.0066183000047336541 0.020275570471566882 0.023452253977009001 -0.00026921476606433972 leaf_weight=70091.519101575017 835.85651677846909 370.51337921619415 1255.1351494640112 282.80175224691629 454.29502752423286 19279.422252461314 5665.4155197516084 1443.475747525692 297.95333117246628 117.3378524929285 615.9590033441782 4680.5840540379286 222.44099123775959 450.24246966093779 535.23300406336784 227.61922927200794 725.72898989915848 246.76215986907482 520.87136794626713 121.0551949441433 3198.2225230485201 676.79745246469975 2494.1896963119507 283.58519524335861 828.33337178081274 431.9786501377821 2095.2213924527168 1349.6775578856468 3490.4169205576181 74.780397370457649 leaf_count=648600 4453 2186 5662 1612 1967 77226 47766 6223 1594 610 4252 18882 1284 3052 2224 1096 3460 1336 3407 712 13424 2733 10101 2184 5963 2070 16746 5423 14472 460 internal_value=0 -0.0104503 0.020214 -0.00183619 0.00939875 0.0210764 -0.0110208 0.0213277 -0.00324805 0.00772797 -0.00859353 0.0223347 0.000362504 -0.00477002 0.0169366 0.0107446 0.0098859 0.00421796 0.00319162 0.001191 0.0226373 0.0238389 0.0206413 -0.00543795 -0.00122981 0.0157481 -0.00593285 0.0221482 0.0224575 0.00779323 internal_weight=0 81431.6 41931.8 5058.71 3096.69 38835.1 76372.9 36612.8 4548.29 2642.39 6281.37 14839.2 1348.73 3199.56 2222.35 510.421 1636.37 1006.03 888.689 641.927 13395.7 3875.02 21773.6 2829.05 1050.77 1687.11 2545.46 9520.68 8171 910.637 internal_count=911180 736335 174845 35717 16405 158440 700618 148484 33009 14438 52018 61157 8841 24168 9956 2708 8373 6065 5455 4119 54934 16157 87327 21982 7247 7732 19798 38777 33354 4913 is_linear=0 shrinkage=0.01 Tree=52 num_leaves=31 num_cat=0 split_feature=5 4 5 0 5 4 4 3 4 4 3 3 5 7 4 5 4 0 5 3 0 0 4 3 4 5 4 7 3 0 split_gain=43299 4292.92 2726.64 2459.36 2056.3 2225.53 1630.23 1377.92 1278.46 1254.31 777.471 729.513 683.087 656.84 620.182 508.009 495.037 428.935 385.28 362.595 360.045 352.857 260.583 253.453 231.026 214.193 210.703 199.199 192.502 190.593 threshold=3.5000000000000004 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 31.500000000000004 5.5000000000000009 1.5000000000000002 26.500000000000004 4.5000000000000009 1.5000000000000002 29.500000000000004 26.500000000000004 7.5000000000000009 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 25.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 25.500000000000004 1.5000000000000002 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 27.500000000000004 1.0000000180025095e-35 decision_type=2 10 2 2 2 8 8 8 10 10 8 10 2 2 10 2 10 2 2 10 2 2 10 10 10 2 10 2 10 2 left_child=1 2 3 10 5 12 11 13 17 21 27 -4 20 24 -7 22 23 -3 -12 -8 -2 -6 -9 -14 -5 -21 -20 -1 -22 -13 right_child=4 8 6 7 9 14 19 15 -10 -11 18 29 16 -15 -16 -17 -18 -19 26 25 28 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0033197943727803331 -0.002904294489182399 -0.0072382067443165846 -0.0072015502679986763 0.003739921785030579 -0.0062167927513259195 0.016638455028816307 0.013027486976686558 0.010335742883119191 0.007333133443288121 -0.0097676219464784692 0.007462546438811204 -0.0006795102413050786 -0.0066555900214733555 0.019509320082507189 -0.0061505921211109805 0.013106157439873483 -0.0078748893007321193 -0.00013596301524469725 0.0044370114765866116 0.0010056982215190175 -0.0042087867172497838 0.0012026476126571538 0.0061678474582618293 -0.0032739997334155268 -0.0032019793795324664 0.0082928369400195098 -0.0035477968334724636 0.020607864063031035 0.0050776390354510302 0.0041107385181610237 leaf_weight=10836.216454401612 6241.9535849243402 3060.4881345406175 1660.5560890585184 1949.5909834876657 19255.254254616797 657.31894567608833 913.7321929782629 10064.728115461767 994.58202436566353 15435.398451447487 14242.159681349993 3024.260575607419 3140.0740240961313 234.56990686058998 145.9285339564085 7047.9817832186818 5916.1349087804556 1177.5323053896427 1674.7925488203764 705.3190159201622 289.59853391349316 663.07110077142715 1762.8090965524316 7535.2234272360802 635.73381996154785 942.1614740267396 411.720886901021 67.061499878764153 973.92758876085281 1145.0936995670199 leaf_count=71998 49985 26015 14432 12256 166882 2988 4645 52669 5885 147064 84476 22433 27987 939 1248 34518 54106 8246 10703 4894 2239 4720 10723 61640 4785 5495 3103 269 6240 7597 internal_value=0 0.00580027 0.0065918 0.00749503 -0.00607756 -0.00387633 0.00132518 0.0100069 -0.0028703 -0.00762793 0.00549388 -0.00159632 -0.00442216 0.00348666 0.0124983 0.010981 -0.00555457 -0.00526485 0.0068746 0.00797519 -0.00191887 -0.0059698 0.00971455 -0.00426867 0.0020329 0.00517307 0.00286141 0.00342613 0.0029492 0.000636109 internal_weight=0 62551.1 57318.5 48927.4 60253.9 24900.2 8391.12 21695.4 5232.6 35353.7 27232 5829.91 24096.9 2819.89 803.247 18875.5 16591.4 4238.02 16328.7 2561.21 7505.48 19918.3 11827.5 10675.3 2585.32 1647.48 2086.51 10903.3 1263.53 4169.35 internal_count=911180 386081 345935 286439 525099 206433 59496 115890 40146 318666 170549 44462 202197 17980 4236 97910 143733 34261 98282 15034 58464 171602 63392 89627 17041 10389 13806 72267 8479 30030 is_linear=0 shrinkage=0.01 Tree=53 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 10 10 10 9 9 9 9 9 9 10 2 10 9 9 9 9 9 9 2 2 0 9 9 2 split_gain=254306 3982.15 3824.42 875.27 545.473 404.237 332.264 245.574 224.846 269.856 177.124 116.842 115.31 106.574 100.574 92.2693 90.6256 68.3684 85.0287 104.066 66.069 61.9664 53.4222 52.8294 55.2978 52.0815 50.9169 49.0805 46.8111 40.6623 threshold=0.18897357583045957 0.0070173616986721008 0.8784809708595277 7.6900000000000004 7.6900000000000004 0.00042608799412840006 0.51461192965507518 0.068259380757808671 0.98755538463592529 2.3850000000000002 6.2150000000000007 3.2650000000000001 3.0550000000000002 2.9150000000000005 4.1450000000000005 0.049213243648409809 1.0000000180025095e-35 0.99977076053619396 7.0450000000000008 3.2050000000000005 5.3550000000000013 5.6250000000000009 5.4750000000000005 3.6650000000000005 0.16749174917491746 0.98843892007484635 1.0000000180025095e-35 5.5050000000000008 5.2550000000000008 0.50155279503105599 decision_type=2 2 2 8 8 2 2 2 2 10 8 10 10 10 10 2 2 2 10 10 8 10 10 10 2 2 2 10 10 2 left_child=1 5 4 7 6 -1 12 13 20 29 -7 -9 -2 -3 -8 -5 26 -11 19 -19 23 -15 -13 -4 -25 27 -14 -18 -16 -10 right_child=2 3 8 15 -6 10 14 11 9 17 -12 22 16 21 28 -17 25 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.011217239264751948 0.010882870423226691 0.0002989736266605312 0.018424429437932613 0.0067463039215792898 0.018841935938301014 -0.0091753682701486289 0.014620003345424777 0.0058645497394688049 0.020118680990573564 0.020574071641901458 -0.0039483380912521751 -0.0021589873894556091 0.014633109307742134 -0.005898035010959317 0.0078789374420697358 0.015277520546511485 0.00081428229369377963 0.021967294168567315 0.020489897367124196 0.02404885964679631 0.019805829400128438 -0.00096318397605192672 0.0042002962646011301 0.018971901379967723 0.012604467072855863 0.0090061409890717127 0.0053472487695741056 0.0076977504098486105 0.012467789089540372 0.021116026785172229 leaf_weight=69328.219663575292 296.5047651976347 371.03044155240059 636.73752570152283 283.93195548653603 631.18171161413193 5503.8520977124572 707.2263929694891 299.14157003164291 16363.72771550715 2323.3620361536741 734.84315593540668 894.64758015424013 105.76225313544273 2534.0817177444696 582.48422726988792 229.04305405914783 751.2979288995266 5874.9518835097551 1862.3507473468781 4062.5957183092833 967.83218602836132 282.85566897690296 154.98540246486664 190.17331041395664 482.24918973445892 112.04706540703773 133.69466391205788 120.14997708797455 359.50208380818367 5449.1900468170643 leaf_count=648600 1398 2186 2649 1612 2724 46718 3211 1594 65533 9756 5300 6210 545 19798 3040 1096 4810 23759 7522 16880 4128 2184 1037 833 2260 582 688 771 1854 21902 internal_value=0 -0.0104233 0.0199206 -0.00182567 0.0103528 -0.0109978 0.00866178 -0.00322563 0.020872 0.0210651 -0.00855969 0.000351269 0.00528815 -0.00473895 0.01177 0.0105555 0.00393171 0.0221421 0.0224508 0.0228183 0.0178247 -0.00540251 -0.00122 0.0163601 0.0144053 0.00258849 0.00944859 0.00176333 0.00963024 0.0203678 internal_weight=0 80616.6 42013 5049.72 3799.85 75566.9 3168.67 4536.74 38213.2 35936.2 6238.7 1348.77 1519.46 3187.97 1649.21 512.975 1222.95 14123.3 11799.9 9937.55 2276.99 2816.94 1049.63 1309.16 672.423 983.495 239.457 871.448 941.986 21812.9 internal_count=911180 736335 174845 35717 19623 700618 16899 33009 155222 145352 52018 8841 8794 24168 8105 2708 7396 57917 48161 40639 9870 21982 7247 5742 3093 6163 1233 5581 4894 87435 is_linear=0 shrinkage=0.01 Tree=54 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 10 10 10 9 9 5 9 9 9 5 10 5 10 5 1 9 9 1 9 9 9 1 1 9 split_gain=249671 3970.69 3766.91 856.226 531.812 406.484 322.767 241.936 227.135 249.373 174.306 120.319 114.242 105.168 98.1149 91.2386 89.5855 76.4878 69.1092 90.1338 65.2277 64.914 64.7578 62.022 61.255 54.5277 66.7666 54.4623 54.2984 52.338 threshold=0.18897357583045957 0.0070173616986721008 0.8784809708595277 7.6900000000000004 7.6900000000000004 0.00048551171494175006 0.51461192965507518 0.068259380757808671 0.98755538463592529 2.3850000000000002 7.4250000000000007 3.5000000000000004 3.2650000000000001 2.9150000000000005 4.1450000000000005 101.50000000000001 0.049213243648409809 3.5000000000000004 0.99977076053619396 4.5000000000000009 0.81866537717601562 3.8050000000000002 5.3550000000000013 0.12560679611650488 5.6250000000000009 7.0450000000000008 3.2950000000000004 0.019324122479462254 1.0000000180025095e-35 3.6650000000000005 decision_type=2 2 2 8 8 2 2 2 2 10 8 2 10 10 10 2 2 2 2 2 2 8 8 2 10 10 10 2 2 10 left_child=1 5 4 7 6 -1 11 13 22 17 -7 -2 -9 -3 -8 23 -5 -10 -11 25 -21 -13 29 -16 28 26 -20 -14 -15 -4 right_child=2 3 8 16 -6 10 14 12 9 18 -12 21 27 24 15 -17 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011193043137819192 0.0075116806098879168 0.00029593445444306763 0.018183743655879377 0.0066558871131971098 0.018577268201799925 -0.0090073069371602067 0.014409059284497259 0.0057894199130504491 0.019943740470776322 0.020289286134719645 -0.0031258846856149929 0.0071488786327444558 0.0031737729236612877 -0.0027102973385620698 0.014114044615780603 2.7760797423426138e-06 0.015043199139087469 0.021791430352492196 0.021210910526044371 0.024165739794652023 0.020431115352698957 -0.0002159472355828272 0.019536195188996741 0.0084954449811302877 -0.00095418816119285249 0.019724495085785377 0.023206705870314859 -0.0023936551687427361 -0.0065455107841046623 0.014191263213692249 leaf_weight=69097.141721718013 915.71703466773033 371.09208057820797 638.70388408005238 284.90619457513094 633.75918510556221 5289.9308838248253 710.38807860016823 299.9890263825655 19284.147457778454 2332.3675777316093 556.95828311145306 163.91207268834114 223.21051369607449 449.05585268139839 306.10506346821785 91.530437290668488 230.2783659696579 2534.9544404894114 4464.1929700821638 2832.6669338643551 560.14808341860771 443.47063547372818 971.36007621884346 548.52821786701679 282.66808427870274 1287.2604134827852 2683.9809623807669 825.59264843165874 2074.6848234906793 675.72120453417301 leaf_count=651723 4899 2186 2649 1612 2724 45107 3211 1594 77208 9756 3788 922 1284 3052 1433 542 1096 10227 17953 11757 2257 2973 4128 2919 2184 5168 11026 5963 16746 3093 internal_value=0 -0.0104009 0.0196904 -0.00181047 0.0102126 -0.0109788 0.00854535 -0.00320082 0.0206349 0.0208291 -0.00844706 0.00522264 0.000347717 -0.00470711 0.0116004 0.00949162 0.0104049 0.0201584 0.0218625 0.0221727 0.0235492 0.00177157 0.0175782 0.0105079 -0.00536866 0.0216191 0.0219603 -0.00120877 -0.0058631 0.0161313 internal_weight=0 79985.5 42078.9 5041.48 3813.41 74944 3179.65 4526.29 38265.5 35979.7 5846.89 1523.1 1348.79 3177.5 1656.55 946.164 515.185 21819.1 14160.6 11828.2 3392.82 607.383 2285.79 854.633 2806.41 8435.43 7148.17 1048.8 2523.74 1314.43 internal_count=911180 736335 174845 35717 19623 700618 16899 33009 155222 145352 48895 8794 8841 24168 8105 4894 2708 87435 57917 48161 14014 3895 9870 4352 21982 34147 28979 7247 19798 5742 is_linear=0 shrinkage=0.01 Tree=55 num_leaves=31 num_cat=0 split_feature=9 5 9 9 9 9 5 4 5 9 9 9 9 4 4 9 0 5 5 9 0 9 9 9 5 3 9 9 9 9 split_gain=117700 4721.86 4164.06 3161.77 3113.8 3102.69 1022.25 997.132 2544.54 1075.95 857.723 720.424 694.25 686.971 662.872 499.201 423.306 398.565 397.561 330.3 309.357 299.979 291.426 416.064 291.254 284.322 283.495 317.765 337.011 276.549 threshold=3.1750000000000003 4.5000000000000009 2.2250000000000005 6.0550000000000006 8.4800000000000022 3.8350000000000004 30.500000000000004 5.5000000000000009 30.500000000000004 3.5950000000000002 7.0450000000000008 7.4250000000000007 2.8250000000000006 1.5000000000000002 1.5000000000000002 4.5750000000000011 1.0000000180025095e-35 7.5000000000000009 28.500000000000004 4.4750000000000005 1.0000000180025095e-35 4.495000000000001 5.3350000000000009 5.3450000000000006 23.500000000000004 28.500000000000004 6.1250000000000009 6.2550000000000008 6.6150000000000011 6.9850000000000012 decision_type=10 2 10 10 10 10 2 10 2 10 10 10 10 10 10 10 2 2 2 10 2 10 10 10 2 10 10 10 10 10 left_child=2 3 6 5 10 20 -1 9 11 -3 26 -9 -4 -6 -12 16 -7 -14 24 -18 -2 -21 -17 -24 -11 -19 -5 -28 -29 -26 right_child=1 7 12 4 13 15 -8 8 -10 18 14 -13 17 -15 -16 22 19 25 -20 21 -22 -23 23 -25 29 -27 27 28 -30 -31 leaf_value=0.017532043493276313 0.00049303622953625835 -0.001548041771859923 0.012188892621209596 0.010794007405584741 -0.011033786346050329 -0.0055613709681138438 0.0095094117187046849 -0.0056916293546713341 -0.010899855120316796 -0.0084490292549525073 0.00065218155573850279 0.018094140011752191 0.0091177990711129291 0.0078409214246962251 0.017250518630075345 -0.0076514080572049406 -0.0022264973785023714 0.0097394421797336473 -0.0098878189889499996 0.014655760932012374 0.0059351890038051545 -0.00089201436623120248 0.006656781921894399 -0.005609526913635564 -0.0061366066524949324 0.00090680495470213992 -0.0082701759485101674 0.0092145067584881047 -0.002994465341782077 0.00342503047185426 leaf_weight=23722.300646372139 2300.620640873909 1924.7322283238173 6237.3687264770269 458.00801514834166 1274.6317327097058 3087.9210320264101 1702.229651376605 162.93111249059439 1130.1438456103206 14544.334293700755 292.60936787724495 582.87751019001007 4078.5621410235763 227.20389155298471 1353.7269954159856 15572.828916750848 1160.2371738031507 511.46272451430559 28992.137410439551 269.60087361931801 1913.1077945902944 229.92930529266596 292.97025495022535 4925.8828277736902 1715.7891298606992 1267.8482773080468 258.66801873594522 556.03131766617298 381.02267117798328 367.22897755354643 leaf_count=99773 16004 14777 30689 2344 12278 25500 9314 1436 11394 136312 2036 2423 21585 1409 5740 133210 8251 2875 281507 1228 10965 1598 1949 41273 15545 8760 2131 3254 2861 2759 internal_value=0 -0.00660688 0.0146971 -0.00377106 0.00375849 -0.00498627 0.0169949 -0.0085897 -0.00143878 -0.00887185 0.00919086 0.0128978 0.00986712 -0.00817834 0.0143004 -0.00629796 -0.00337222 0.00739493 -0.00918085 0.000700605 0.00296387 0.00749926 -0.00696604 -0.00492093 -0.00794816 0.00344575 0.00410412 0.00154163 0.00425012 -0.00445092 internal_weight=0 83975.2 37519.8 34555 4801.9 29753.1 25424.5 49420.2 1875.95 47544.2 3300.07 745.809 12095.2 1501.84 1646.34 25539.4 4747.69 5857.87 45619.5 1659.77 4213.73 499.53 20791.7 5218.85 16627.4 1779.31 1653.73 1195.72 937.054 2083.02 internal_count=911180 738184 172996 272031 32053 239978 109087 466153 15253 450900 18366 3859 63909 13687 7776 213009 36577 33220 436123 11077 26969 2826 176432 43222 154616 11635 10590 8246 6115 18304 is_linear=0 shrinkage=0.01 Tree=56 num_leaves=31 num_cat=0 split_feature=5 1 0 1 1 3 1 1 0 5 1 5 5 5 1 1 1 5 1 7 1 1 5 1 1 1 3 5 1 1 split_gain=40571.6 4614.66 3246.53 2816.81 3489.61 2389.07 2147.2 2640.08 1226.23 918.158 910.039 712.481 692.922 653.197 745.469 838.447 587.13 980.36 614.495 579.389 498.947 671.573 402.218 399.538 455.474 378.24 371.459 351.983 648.581 628.918 threshold=3.5000000000000004 0.98936170212765973 1.0000000180025095e-35 0.74891304347826104 0.091372912801484213 26.500000000000004 0.48581488933601619 0.50144508670520238 1.0000000180025095e-35 1.5000000000000002 0.49844720496894418 1.5000000000000002 31.500000000000004 1.0000000180025095e-35 0.66522988505747138 0.66751700680272119 0.087337909992372217 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.75110619469026563 0.98936170212765973 1.0000000180025095e-35 0.50144508670520238 0.9005813953488373 0.23271742593182543 27.500000000000004 4.5000000000000009 0.27293771043771048 0.24494897959183673 decision_type=2 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 left_child=2 8 3 4 16 9 22 -8 12 19 -7 20 27 14 -9 -16 17 18 -1 -4 -5 -22 25 -12 -25 -6 -19 28 29 -2 right_child=1 -3 5 11 6 10 7 13 -10 -11 23 -13 -14 -15 15 -17 -18 26 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.01095391576917442 -0.0038548552741486585 0.0091044078151090897 0.0024218307269915978 0.01408227919207228 -0.0047192982612127565 0.0077329981836387774 0.010073057937751767 -0.0009346675284353734 -0.00025730952820415565 -0.008131958188236893 0.013299494203627532 -0.00049706259659781167 -0.007727054027223572 -0.0046823737322535365 0.01149129417696477 -0.0027914962061103437 0.016581248381927243 -0.0086878575662577579 -0.0010357878137225137 0.018803434395476954 0.00077243437404826384 0.011279847562488709 -0.0052909898583358411 0.0047238822020289183 0.012082389552888718 -2.0517058176582319e-05 0.003554853556750451 -0.0058164227843234793 -0.0058263197468955133 0.014753099452461655 leaf_weight=4168.1509469822049 339.41137166321278 1961.9944311752915 2825.3775260746479 2683.0415394231677 2256.5830697342753 11653.494355589151 4232.453841842711 3192.7186170071363 2987.371960401535 839.58549001067877 6541.3711386546493 599.12301051616669 33433.928885802627 2037.359206803143 1299.8566815778613 601.05872517079115 863.48369270563126 388.77682869136333 476.3144093900919 233.7658197581768 873.84801050275564 2001.5066657736897 3132.9714955687523 1410.8625105917454 2083.1857506930828 7113.8616250678897 683.60070469975471 18591.718116208911 1212.7287575304508 390.73103695362806 leaf_count=21660 2710 10668 18628 12524 18624 65979 22882 24239 22820 7634 31306 4428 310909 16543 6679 4622 3744 3589 3560 939 6128 9758 26192 8915 10414 52477 4617 165757 10395 1840 internal_value=0 -0.00597439 0.00560563 0.00369539 0.00244789 0.00833835 0.000670267 0.00381655 -0.00649382 0.00113132 0.00963386 0.00986391 -0.00683904 0.000103124 0.00201723 0.00697516 0.00889535 0.00773446 0.00972431 0.00367364 0.0109807 0.00808654 -0.00218916 0.0118412 0.0091111 -0.00115207 -0.000883586 -0.00539319 -0.00134318 0.00610307 internal_weight=0 58917.9 62192.4 36604.7 30447.2 25587.6 23866.9 11363.4 56955.9 3898.73 21688.9 6157.52 53968.5 7130.99 5093.63 1900.92 6580.33 5716.84 4644.47 3059.14 5558.4 2875.35 12503.4 10035.4 3494.05 9370.44 1072.38 20534.6 1942.87 730.142 internal_count=911180 525099 386081 242266 209428 143815 172258 74965 514431 27201 116614 32838 491611 52083 35540 11301 37170 33426 25220 19567 28410 15886 97293 50635 19329 71101 8206 180702 14945 4550 is_linear=0 shrinkage=0.01 Tree=57 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 5 5 4 10 4 10 5 10 4 5 5 5 4 10 10 10 4 4 4 5 3 5 3 5 split_gain=241569 3947.88 3603.45 406.235 378.032 344.126 241.322 187.519 140.748 113.576 109.975 68.4842 55.6275 51.4712 49.5239 48.4808 41.5564 38.1982 37.404 37.3008 34.9181 34.0338 33.4882 31.2424 28.09 32.5886 28.0005 25.8566 25.0444 24.886 threshold=0.18897357583045957 0.0070173616986721008 0.78322452306747448 0.00042608799412840006 0.97252115607261669 0.036334333941340412 4.5000000000000009 64.500000000000014 2.5000000000000004 0.51461192965507518 1.5000000000000002 0.99951267242431652 35.500000000000007 0.0013712961226701001 2.5000000000000004 47.500000000000007 414.50000000000006 3.5000000000000004 4.5000000000000009 5.9116524425917312e-05 0.3781151175498963 0.068259380757808671 5.5000000000000009 1.5000000000000002 2.5000000000000004 71.500000000000014 23.500000000000004 1.0000000180025095e-35 25.500000000000004 786.50000000000011 decision_type=2 2 2 2 2 2 2 2 8 2 10 2 2 2 10 2 2 2 8 2 2 2 10 8 10 2 10 2 10 2 left_child=1 3 7 19 15 14 -6 8 9 -2 12 16 21 -5 17 23 24 -3 -13 -1 -9 -7 -10 -4 -8 -26 -14 -12 -17 -30 right_child=2 5 4 13 6 10 11 20 22 -11 27 18 26 -15 -16 28 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.011246781634383656 0.0087205301310285463 -0.0025805063879745824 0.017427272472596428 -0.0094451886776652991 0.019992461961812476 0.001110593124805424 0.020658575602210964 -0.001041750230326124 0.00097365273752646198 0.013025566238909882 0.0001536106857708306 0.022756355904439075 0.0067546798803075781 -0.0076120263240984842 -0.007896192708705457 0.01894984813184368 0.0072573198571463642 -0.0051930609457974918 0.019941541207753814 -0.010445754012787894 0.0050274349118212434 0.004375881010946563 0.010186700393389427 0.014616994999556512 0.017510515442464927 0.0021287455066787649 -0.0025676282840577059 -0.0037249601636262109 0.011050214472221568 -0.011615440241549207 leaf_weight=61198.511493630707 1389.163996681571 1213.8651017099619 1461.523614898324 2922.4776108041406 30007.124753877521 501.68057565391064 825.29667100310326 163.34897319972515 202.46305318176746 1096.5637092888355 271.83715068548918 5238.359312877059 36.468582294881344 3218.4299309328198 336.82929583638906 42.353432044386864 26.365673914551735 1038.3856085762382 518.84056782722473 6423.4709768146276 225.88100042939186 877.58104954659939 49.002418011426926 542.40248800814152 111.48110628128052 15.715484812855719 276.52964647114277 467.43982426822186 197.86790750920773 4.9657408446073523 leaf_count=590450 7395 8400 6323 25293 120783 3319 3525 1098 1190 5137 1775 21422 259 26725 2764 206 117 8474 2096 58150 1331 5206 254 2422 470 71 2031 3489 979 26 internal_value=0 -0.010363 0.0193046 -0.0109471 0.0201328 -0.0017827 0.0203764 0.0089749 0.00989843 0.0106197 0.000918853 0.0220869 0.0023245 -0.00848443 -0.00431986 0.0161531 0.0196416 -0.00378501 0.0225027 -0.0111707 0.00248037 0.00318819 0.00276898 0.0166666 0.0199844 0.0156101 -0.00148145 -0.00229878 0.0119557 0.0104953 internal_weight=0 78783.5 42118.7 73762.9 38992.3 5020.62 36743.2 3126.42 2737.19 2485.73 2431.54 6736.06 1692.26 6140.91 2589.08 2249.11 978.859 2252.25 5757.2 67622 389.23 1379.26 251.465 2003.93 952.493 127.197 312.998 739.277 245.187 202.834 internal_count=911180 736335 174845 700618 158440 35717 148484 16405 13976 12532 16079 27701 10815 52018 19638 9956 4183 16874 23518 648600 2429 8525 1444 8745 4066 541 2290 5264 1211 1005 is_linear=0 shrinkage=0.01 Tree=58 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 10 10 10 9 9 9 10 5 9 4 5 4 1 5 1 9 9 10 5 1 9 9 9 9 split_gain=237269 3940.16 3556.61 837.728 494.505 329.334 303.539 289.127 216.26 253.98 150.325 139.368 113.095 107.9 92.0033 89.5806 77.2015 74.9291 73.5026 70.2388 75.1483 62.2155 59.2827 58.0028 57.88 46.9986 49.2603 46.7851 62.8935 46.2025 threshold=0.18897357583045957 0.0043998162727802515 0.8784809708595277 9.0500000000000025 7.6900000000000004 0.036334333941340412 0.51461192965507518 0.00025326936156485003 0.98755538463592529 2.3850000000000002 3.2650000000000001 7.4250000000000007 0.036334333941340412 40.500000000000007 5.6250000000000009 1.5000000000000002 3.5000000000000004 2.5000000000000004 0.012270400481782552 5.5000000000000009 0.80810147299509005 5.3550000000000013 3.8050000000000002 0.99977076053619396 23.500000000000004 1.0000000180025095e-35 2.6750000000000003 5.6250000000000009 4.1150000000000011 3.6650000000000005 decision_type=2 2 2 8 8 2 2 2 2 10 10 8 2 2 10 10 2 10 2 2 2 8 10 2 2 2 10 10 10 10 left_child=1 7 4 5 6 27 13 -1 21 16 -7 -9 -5 17 18 24 -10 25 -12 -11 23 29 -15 -21 -8 -2 -27 28 -3 -4 right_child=2 3 8 12 -6 10 15 11 9 19 14 -13 -14 22 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.011180642534596271 0.010284309533663945 -0.0041277783225587231 0.017549860003895794 0.0049960783303527401 0.017946412812884508 0.0043323272851960052 0.013557602139782148 -0.0094631858393796012 0.019307002577372154 0.020799751145637584 0.0014183295512963608 -0.0044880414138823215 0.014044898738318766 0.00680169168518612 0.0042892846103616484 0.0072700422556644549 0.021160457410034254 -0.0012832571875672526 -0.0040414025640163045 0.020107814258621303 0.019368925998698411 0.018954140515233815 -0.0033923742637924905 0.02359078255658624 0.0077424077216444011 0.011935505853523171 0.004807463373357428 -0.0020563316852994871 -0.0072672157405803363 0.013812696617063656 leaf_weight=65602.351899459958 334.37856261432171 986.45113551616669 643.0182459205389 292.82979465276003 638.77298264205456 470.17398592829704 1043.270433396101 6116.5385482385755 19258.63972003758 10197.630038544536 311.14808413386345 620.14355809986591 261.43106272816658 79.571593925356865 201.44656389206648 421.1871130168438 2544.184653237462 116.55116231739521 1188.2731519863009 578.83248905837536 694.76207283139229 976.5923485904932 201.52731436491013 2748.4150752425194 204.75070124864578 112.95952934026718 684.15154376626015 308.72816286981106 1807.1152944043279 681.33871495723724 leaf_count=635547 1638 7021 2649 1692 2724 2570 4814 53890 77208 41295 1871 4416 1226 458 1373 2201 10227 750 9039 2487 2803 4128 1409 11332 1090 497 4042 2501 15189 3093 internal_value=0 -0.0103408 0.0190925 -0.00243061 0.00991352 -0.0036598 0.00830919 -0.0109781 0.0200115 0.0202014 -0.000672475 -0.0090052 0.00926418 0.00509052 -0.00205596 0.0112578 0.0195233 0.00635119 -0.00290844 0.0212411 0.0223602 0.0170393 -0.000506706 0.0229849 0.0126036 0.0071376 0.00581759 -0.00575039 -0.00615863 0.0156272 internal_weight=0 78166.6 42160.5 5827.6 3837.12 5273.34 3198.35 72339 38323.4 36022.5 2171.04 6736.68 554.261 1529.14 1700.87 1669.21 21802.8 1248.04 1499.42 14219.6 4022.01 2300.95 281.099 3327.25 1248.02 1131.49 797.111 3102.29 2793.57 1324.36 internal_count=911180 736335 174845 42482 19623 39564 16899 693853 155222 145352 14853 58306 2918 8794 12283 8105 87435 6927 10910 57917 16622 9870 1867 13819 5904 6177 4539 24711 22210 5742 is_linear=0 shrinkage=0.01 Tree=59 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 10 10 10 9 9 9 10 5 9 4 5 5 4 2 9 9 5 9 5 9 2 4 5 9 split_gain=233084 3931.26 3510.65 820.531 482.92 325.031 295.093 291.057 220.061 259.361 147.244 139.088 109.971 105.225 90.2226 87.1057 71.7838 71.3275 66.7801 62.9461 62.495 59.719 93.6939 59.3629 56.3338 50.9567 54.3413 49.8242 47.4086 46.309 threshold=0.18897357583045957 0.0043998162727802515 0.8784809708595277 9.0500000000000025 7.6900000000000004 0.036334333941340412 0.51461192965507518 0.00025326936156485003 0.99473056197166454 2.3850000000000002 3.2650000000000001 7.4250000000000007 0.036334333941340412 3.5000000000000004 5.6250000000000009 1.5000000000000002 4.5000000000000009 3.5000000000000004 1.5000000000000002 0.18237250554323722 5.3550000000000013 3.6650000000000005 15.500000000000002 3.8050000000000002 23.500000000000004 5.6350000000000007 0.15074051531750862 2.5000000000000004 455.50000000000006 5.6250000000000009 decision_type=2 2 2 8 8 2 2 2 2 10 10 8 2 2 10 10 2 2 10 2 8 10 2 10 2 10 2 10 2 10 left_child=1 7 4 5 6 29 13 -1 20 17 -7 -9 -5 27 18 24 -11 -10 -12 -18 21 -4 -23 -15 -8 26 -25 -2 -22 -3 right_child=2 3 8 12 -6 10 15 11 9 16 14 -13 -14 23 -16 -17 19 -19 -20 -21 28 22 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011164303966309163 0.0078319923368279695 -0.0061236582017585419 0.017815577243464796 0.0049331879492066615 0.017707863541799648 0.0042797349884387825 0.013362392312028289 -0.0094341946577325454 0.019130583491107415 0.020633227897476594 -0.0014108790698240032 -0.0044559816485874159 0.013839766689836488 0.0068989184343592729 0.0042348784176907501 0.0071735479923170867 0.019611815715471683 0.020926399466409534 -0.0059121455752590181 0.022819339436773816 0.018989434490727545 0.015604966473982025 0.0068084706180112677 0.011212863397182677 0.0076363888656742155 0.0077475256055957523 -0.0027371367526056348 -0.00071587733508590148 -0.0014340190444017925 -0.0020387368599288861 leaf_weight=65044.172812208533 852.23273587226868 2781.4910400956869 869.51423752307892 293.59341963380575 640.89353394508362 471.18715658783913 1047.9027980864048 6074.1937823519111 18985.294835761189 9709.4258490949869 1006.267426982522 618.36823830008507 262.6467340439558 165.34093074500561 201.99147837609053 422.5770960599184 752.20200832188129 2503.3727809786797 490.12937398999929 3278.4949876517057 1387.3545831888914 700.70887079834938 146.38071393966675 30.413665190339088 205.51353093981743 69.258744269609451 341.15350088477135 74.121421158313751 11.459643185138701 308.28089436888695 leaf_count=635547 4444 22210 3561 1692 2724 2570 4814 53890 76171 39230 7112 4416 1226 922 1373 2201 3040 10051 3798 13528 5798 3088 701 171 1090 445 2357 455 54 2501 internal_value=0 -0.0103189 0.0188867 -0.00241137 0.00978286 -0.00363294 0.00819986 -0.01096 0.0198006 0.0200259 -0.000666247 -0.00897423 0.00913872 0.00502839 -0.00203842 0.0110998 0.0210989 0.0193398 -0.00288522 0.0222208 0.0172531 0.0159746 0.0140849 0.00178911 0.0124235 -0.000127433 -0.0015953 0.00714804 0.0188221 -0.00571609 internal_weight=0 77552.3 42193.6 5815.59 3849.41 5259.35 3208.51 71736.7 38344.2 35228.8 2169.58 6692.56 556.24 1532.52 1698.39 1675.99 13740.1 21488.7 1496.4 4030.7 3115.42 1716.6 847.09 606.167 1253.42 440.826 371.567 926.354 1398.81 3089.77 internal_count=911180 736335 174845 42482 19623 39564 16899 693853 155222 142020 14853 58306 2918 8794 12283 8105 55798 86222 10910 16568 13202 7350 3789 3895 5904 2973 2528 4899 5852 24711 is_linear=0 shrinkage=0.01 Tree=60 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 1 2 1 4 1 1 4 4 1 1 10 1 4 10 10 1 4 10 10 2 1 2 1 split_gain=229006 3922.63 3467.4 451.296 306.345 293.001 223.266 116.079 98.6644 93.6281 81.5288 78.9109 68.1574 65.7101 58.9737 51.138 49.5074 42.9335 39.544 35.4366 34.0024 33.0075 32.4997 31.9686 30.5135 28.38 25.7081 26.9119 24.7873 24.5052 threshold=0.18897357583045957 0.0043998162727802515 0.8784809708595277 0.036334333941340412 0.51461192965507518 0.00025326936156485003 0.99473056197166454 0.034723896792862259 0.50155279503105599 0.05298245614035086 2.5000000000000004 0.047905909351692456 0.051836094939543158 1.5000000000000002 2.5000000000000004 0.49184758529020828 0.091372912801484213 0.0011766494717448501 0.49184758529020828 2.5000000000000004 0.94052824378013633 0.011652591172605703 0.94494949494949509 1.5000000000000002 0.65440738201141369 0.068259380757808671 0.49341991341991348 0.98936170212765973 0.75937646507266776 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 10 2 2 10 8 2 2 2 2 10 2 2 2 8 2 2 2 2 2 2 left_child=1 5 4 12 9 -1 20 29 -8 -2 15 -6 -3 18 24 -11 -10 -7 -9 21 23 22 -14 -4 -13 -20 27 -17 -18 -5 right_child=2 3 6 7 11 17 8 13 16 10 -12 14 19 -15 -16 26 28 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011148136710802793 0.010478944454560579 -0.001818484503566269 0.016498884153357665 0.0044602208634502852 0.0153617858336965 -0.0096094417601755456 0.019462002199453189 -0.00077904884608482109 0.019515638698944657 0.0038587965606619663 -0.002107659191521628 0.009472160241866031 -0.006671088992978658 -0.0029052942288344077 0.0050277818086115113 0.0052578249269057123 0.020753630916956606 -0.0079739184407197194 -2.6015370562918299e-05 -0.0082723081605715603 0.017635516699012629 -0.0038176029880828428 -0.00040503209931616558 0.01200701162622827 0.012735681400800412 0.0043496386905962133 0.010940155150518641 0.011025196837937732 0.022210710491837791 0.013981512269330636 leaf_weight=64489.894362106919 467.95902365446091 638.40132276713848 558.66906307637691 515.92108243703842 592.56657393276691 3940.8470819965005 24037.812688663602 610.0738116428256 3065.6267939507961 547.02578486502171 134.37265755236149 418.50593777000904 1072.1974366754293 634.13318817317486 146.85677713155746 334.2485648393631 6716.5943728238344 2707.9085129871964 231.59086921066046 382.02567153424025 2344.1064281314611 1189.5148696005344 89.698149718344212 221.16507361829281 908.27377070486546 411.78402251005173 204.96385832130909 106.74637274444103 1413.1566069573164 28.525806441903114 leaf_count=635547 2271 4457 2397 2885 2582 35305 96755 4308 12369 3318 899 2091 8971 4669 775 1913 27122 23001 1560 3298 9826 9107 570 979 4255 2483 1014 505 5774 174 internal_value=0 -0.0102971 0.0186867 -0.00239218 0.00965447 -0.0109421 0.019596 0.000891199 0.0198231 0.00663283 0.00527688 0.01228 -0.0047604 -0.000282125 0.0110407 0.00610864 0.0205986 -0.00894333 0.00104496 -0.0054475 0.0170338 -0.00498856 -0.00618735 0.015225 0.0117063 0.00277457 0.00801391 0.00665386 0.0210069 0.00495908 internal_weight=0 76942.5 42218.7 5803.87 3861.52 71138.6 38357.1 2432.03 35233.2 1795.32 1327.36 2066.2 3371.84 1887.58 1473.64 1192.98 11195.4 6648.76 1253.45 2733.44 3123.94 2351.41 1161.9 779.834 1326.78 643.375 645.959 440.995 8129.75 544.447 internal_count=911180 736335 174845 42482 19623 693853 155222 16079 142020 9920 7649 9703 26403 13020 7121 6750 45265 58306 8351 21946 13202 18648 9541 3376 6346 4043 3432 2418 32896 3059 is_linear=0 shrinkage=0.01 Tree=61 num_leaves=31 num_cat=0 split_feature=5 2 2 2 2 5 1 0 4 3 4 5 2 1 0 4 4 4 5 1 5 0 1 3 2 4 1 2 5 1 split_gain=37517.8 4622.94 4450.23 2697.26 3720.43 2399.27 2349.11 1710.99 1318.31 1089.69 936.006 783.226 760.886 659.638 631.578 579.117 534.903 519.236 484.284 469.64 513.289 442.287 430.193 413.392 400.335 373.776 356.802 309.234 298.289 296.413 threshold=3.5000000000000004 0.50155279503105599 1.0000000180025095e-35 0.49341991341991348 0.33477011494252878 1.5000000000000002 0.091372912801484213 1.0000000180025095e-35 1.5000000000000002 27.500000000000004 1.5000000000000002 4.5000000000000009 0.90943267259056748 0.25092592592592594 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.24494897959183673 26.500000000000004 0.75937646507266776 5.5000000000000009 0.23845060412224586 0.47385509227614492 1.0000000180025095e-35 0.74891304347826104 decision_type=2 2 2 2 2 2 2 2 10 8 10 2 2 2 2 10 10 10 2 2 2 2 2 10 2 8 2 2 2 2 left_child=1 3 25 4 5 9 12 10 14 -1 18 13 -3 22 -4 -5 29 -18 26 20 -14 -13 -10 -22 -9 -2 -8 -16 -6 -11 right_child=2 6 8 15 28 -7 7 24 11 16 -12 21 19 -15 27 -17 17 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0038045304039979696 0.0053290441662610915 0.015859081313948538 -0.0055011842274172596 0.011929473381879867 -0.00016839174443936071 -0.001520880814058063 -0.0028734561434328428 0.007776677240133774 -0.0056087103927328855 0.0090051553082101648 -0.0055586010635734892 -0.0089530055620778669 0.009639145288948079 -0.0074337127935509596 -0.0050488208624197284 -0.0049657239504758291 -0.0016908188829667099 0.012862678628472969 -0.0041251179585585461 -0.0023216010447789158 -0.0063671898178429302 -0.0010749641225172412 0.015975848480197376 0.0054663975668341191 -0.0019550467562049283 0.015133578795289288 0.003006968921510133 0.0034281009367007104 -0.0052557713628254279 0.011752004276935363 leaf_weight=3927.614727422595 1999.9059013947845 858.57660289108753 30166.084954805672 10756.861536905169 3571.8310938924551 2648.024920091033 1357.9473225474358 2626.9834675118327 131.48114701360464 9975.6658755913377 4734.2769176065922 20961.940655067563 2514.4684639051557 474.2986982986331 662.53406392782927 206.78031452000141 766.31583150476217 360.46285997331142 2005.1052305623889 642.89851766824722 406.71931371092796 737.71513006836176 310.15255982428789 1076.7339881062508 503.77375086396933 482.66942615061998 4296.5732253417373 1227.9065194427967 1701.5602569282055 6480.6537608355284 leaf_count=24940 12360 3738 273163 53457 27072 20873 10993 14828 1125 54133 41362 210226 13311 4353 5861 1754 5566 1752 16773 5050 3658 6021 1308 6630 3980 2053 29252 8629 14553 32406 internal_value=0 0.00539783 -0.00585947 0.00737705 0.00579995 0.00746104 0.00159493 -0.000394552 -0.00645409 0.00856674 -0.00206308 -0.00830284 0.00721119 0.000755198 -0.0051498 0.0116108 0.00963049 0.00296493 9.74414e-05 0.00561129 0.00688696 -0.00868518 0.00954979 0.00222198 0.00621073 0.00723527 0.00159477 0.000457233 -0.00180993 0.0100869 internal_weight=0 61419.8 57154.7 40395.8 29432.1 24158.7 21024.1 15524.7 54672.1 21510.7 12393.9 22615.6 5499.4 915.932 32056.5 10963.6 17583.1 1126.78 7659.63 4640.82 3997.92 21699.7 441.634 1483.45 3130.76 2482.58 5654.52 1890.44 5273.39 16456.3 internal_count=911180 386081 525099 236506 181295 139670 149575 117188 510686 118797 98380 223033 32387 6786 287653 55211 93857 7318 57018 28649 23599 216247 2433 10288 18808 14413 40245 14490 41625 86539 is_linear=0 shrinkage=0.01 Tree=62 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 1 2 1 4 1 1 4 4 1 1 10 0 1 4 0 10 0 10 1 4 1 3 0 split_gain=223933 3908.26 3408.79 442.723 297.073 294.277 224.077 110.312 102.665 88.6908 78.3621 74.7449 65.6217 63.1689 56.5481 51.7281 47.5767 42.9197 40.4194 44.4788 34.7231 33.8636 33.4941 33.0765 32.7333 31.4628 30.6038 28.8349 35.7023 26.601 threshold=0.18897357583045957 0.0043998162727802515 0.8784809708595277 0.036334333941340412 0.51461192965507518 0.00025326936156485003 0.99473056197166454 0.034723896792862259 0.50155279503105599 0.05298245614035086 2.5000000000000004 0.047905909351692456 0.051836094939543158 1.5000000000000002 2.5000000000000004 0.091372912801484213 0.49184758529020828 0.0011766494717448501 1.0000000180025095e-35 0.74891304347826104 2.5000000000000004 1.0000000180025095e-35 0.94052824378013633 1.0000000180025095e-35 0.011652591172605703 0.94494949494949509 1.5000000000000002 0.98936170212765973 17.500000000000004 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 10 2 2 10 8 2 2 2 2 2 10 2 2 2 2 2 8 2 10 2 left_child=1 5 4 12 9 -1 22 29 -8 -2 16 -6 -3 18 21 -10 -11 -7 19 -9 24 27 26 -17 25 -14 -4 28 -13 -5 right_child=2 3 6 7 11 17 8 13 15 10 -12 14 20 -15 -16 23 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011128429072472466 0.01026331004771833 -0.0018442648678769664 0.01623583190088107 0.0071730550034217891 0.015075998285207778 -0.0095790550578443504 0.019206789776734512 -0.00076656030020152478 0.019258403998222508 0.0038519143856025895 -0.002047518042741225 0.017846755166914412 -0.0066277712776996959 -0.0028522994006842362 0.0049921147964854685 0.021154878403496599 0.00785572112353994 -0.0079377393333185005 0.0045034593643007419 0.0052868674570032874 -0.0082165892859163668 0.014333170982919264 0.017381032586141886 0.019689424410341647 -0.0037827358482404715 -0.00047223607356100609 0.011846715038205835 0.015935780081939997 0.0095796867894544311 0.0027552630155202791 leaf_weight=63753.676516354084 470.65211197733879 639.45258469879627 560.63053339719772 256.77022263407707 595.52056933939457 3907.8201142922044 24012.30060505867 848.26726669073105 3062.2380533069372 547.08324991166592 133.73397813737392 55.626352712512016 1065.4555561840534 631.07128025591373 146.90995964407921 6072.6719307303429 648.71093252301216 2689.8578628152609 263.99770642071962 141.64994282275438 378.05939400941133 325.51065337657928 2349.6648182868958 2063.5735909789801 1185.1866770759225 90.054215185344219 221.67790004611015 92.727106884121895 857.7934179008007 290.49862709641457 leaf_count=635547 2271 4457 2397 1474 2582 35305 96755 6049 12369 3318 899 270 8971 4669 775 24596 3432 23001 1476 826 3298 1412 9826 8300 9107 570 979 399 4265 1585 internal_value=0 -0.0102704 0.0184443 -0.00237343 0.009505 -0.0109204 0.0193475 0.000875633 0.0195755 0.0065327 0.00521207 0.0120848 -0.00472664 -0.000271867 0.01088 0.0203662 0.00602395 -0.00890989 0.00102682 9.96411e-05 -0.00540458 0.0115296 0.0167843 0.0207832 -0.00495039 -0.00614804 0.0149921 0.0106225 0.0100831 0.00482802 internal_weight=0 76141.8 42217 5790.46 3874.27 70351.4 38342.8 2432.26 35210.8 1800.18 1329.53 2074.09 3358.21 1884.99 1478.57 11198.5 1195.79 6597.68 1253.91 989.917 2718.76 1331.66 3131.97 8136.25 2340.7 1155.51 782.308 1006.15 913.42 547.269 internal_count=911180 736335 174845 42482 19623 693853 155222 16079 142020 9920 7649 9703 26403 13020 7121 45265 6750 58306 8351 6875 21946 6346 13202 32896 18648 9541 3376 4934 4535 3059 is_linear=0 shrinkage=0.01 Tree=63 num_leaves=31 num_cat=0 split_feature=9 9 9 9 9 1 1 4 9 4 9 1 9 9 9 1 1 1 9 9 4 9 9 4 9 9 9 1 1 9 split_gain=104621 3618.18 3536.96 2612.22 3247.26 1854.78 1658.6 1269.84 1256.81 1411.08 765.106 911.52 601.639 488.824 520.904 808.274 505.122 475.731 345.708 325.133 300.087 273.159 433.768 249.924 196.687 195.684 190.707 182.992 169.332 165.517 threshold=3.1750000000000003 2.2250000000000005 3.8350000000000004 6.0750000000000011 9.0500000000000025 1.0000000180025095e-35 0.77442071785552036 1.5000000000000002 6.9850000000000012 2.5000000000000004 8.0200000000000014 0.11055555555555556 2.8250000000000006 4.995000000000001 4.9850000000000012 0.25943732193732194 0.98936170212765973 0.47635027165228505 8.615000000000002 3.3950000000000005 2.5000000000000004 4.495000000000001 4.4750000000000005 1.5000000000000002 2.2250000000000005 5.3350000000000009 4.205000000000001 0.44487847222222227 0.019324122479462254 6.2550000000000008 decision_type=10 10 10 10 10 2 2 10 10 10 10 2 10 10 10 2 2 2 10 10 10 10 10 10 8 10 10 2 2 10 left_child=1 24 19 5 6 25 7 -5 29 17 28 18 -3 14 21 23 -15 -10 -12 -2 27 22 -7 -16 -1 26 -4 -14 -11 -9 right_child=2 12 3 4 -6 13 -8 8 9 10 11 -13 20 16 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.014512126897983889 0.0030440460079429557 0.01145857139499335 0.0020038268173522581 -0.0062838146954510574 -0.0094302122361837448 -0.0068481111491230382 0.011143981448127067 -0.0087845083152314953 0.01655176510160692 0.0069170521130020816 0.017439185498787823 0.013997805919697806 0.0055287943017443622 -0.009588323883668072 0.011987930286704911 -0.010188055419700952 -0.00086726603049015825 -0.00033343996564309873 -0.010242824127312282 -0.001374773932794827 -0.0044356037064545014 -0.0086608261400881337 0.0030049334830803149 -0.010625026205960666 0.016496643210584597 0.0002013554425681214 -0.0045812928784573536 0.0091529787462563805 -0.0090027921015524322 -0.0024635792548168439 leaf_weight=6849.2960758954287 2714.3553568646312 6214.6054774075747 488.11735666543245 3169.5008408650756 5471.4501923024654 6178.1521144658327 1222.0035969913006 616.50199022889137 1067.1990184411407 73.975522920489311 52.703618869185448 565.49242880195379 2649.3171262517571 32104.398141033947 403.85824028402567 400.19498373568058 678.16705527156591 197.78243977576494 313.29354745149612 4307.7261267602444 221.41345938295126 12004.644180059433 481.6351852491498 55.605258218944073 18439.451920241117 1494.6733787506819 4441.3373547643423 2938.4152555242181 690.07670341432095 1262.8682200089097 leaf_count=30723 18070 30689 3324 29436 56131 56419 6246 5990 4778 424 219 2814 15873 322543 2541 3940 4904 1656 3257 32876 1678 115243 3396 550 78364 10868 34708 15669 6995 10856 internal_value=0 0.0138119 -0.00644703 -0.0070954 -0.00332585 -0.00803908 0.000292208 -0.00136346 0.00185873 0.00591885 -4.43362e-05 0.00603952 0.00929587 -0.00866187 -0.00740921 0.000201718 -0.00940791 0.0139117 -0.00625661 0.000333302 0.00698221 -0.00775976 -0.00613554 0.00925126 0.0159591 -0.00296819 -0.00392923 0.00743464 -0.00746143 -0.00453707 internal_weight=0 37312.5 80455.7 73433.6 14702.8 58730.8 9231.4 8009.39 4839.89 2960.52 1695.54 931.49 12023.8 52306.7 19524.1 859.658 32782.6 1264.98 365.997 7022.08 5809.15 18664.4 6659.79 459.463 25288.7 6424.13 4929.45 5587.73 764.052 1879.37 internal_count=911180 172996 738184 687238 128802 558436 72671 66425 36989 20143 13709 6290 63909 509536 182089 7031 327447 6434 3476 50946 33220 175058 59815 3091 109087 48900 38032 31542 7419 16846 is_linear=0 shrinkage=0.01 Tree=64 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 4 2 4 4 4 2 2 2 10 2 2 0 10 10 0 0 3 2 0 2 0 3 10 split_gain=218090 3896.98 3301.57 434.797 295.023 287.84 215.87 98.5264 94.4513 84.3532 71.6577 56.0961 46.8263 48.5264 44.0884 42.9512 40.6859 54.2983 53.516 38.0431 35.0515 34.2708 33.9866 33.3487 33.1175 27.8534 27.8428 26.3373 30.6234 23.0609 threshold=0.18897357583045957 0.0043998162727802515 0.8784809708595277 0.036334333941340412 0.00025326936156485003 0.51461192965507518 0.98755538463592529 1.5000000000000002 0.50155279503105599 2.5000000000000004 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 0.9566262541806021 0.90501253132832093 0.0011766494717448501 0.25108695652173912 0.96352549889135264 1.0000000180025095e-35 0.011652591172605703 0.99951267242431652 1.0000000180025095e-35 1.0000000180025095e-35 27.500000000000004 0.95469208211143708 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 21.500000000000004 0.2688089013099671 decision_type=2 2 2 2 2 2 2 10 2 10 10 10 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 8 2 left_child=1 4 5 11 -1 9 -4 16 -8 12 24 19 25 22 20 -6 23 18 -18 -3 -10 -22 29 -5 26 -2 -7 28 -28 -14 right_child=2 3 6 7 15 10 8 -9 14 -11 -12 -13 13 -15 -16 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.011105089896939103 0.013605289586392099 -0.0051055528344774838 0.016107482522923326 -0.0025541067580048846 -0.0095463141335367617 0.014552524787874641 0.018899788705648072 -0.002191373724074199 0.018308468421697501 -0.00021617375180386092 0.0088241045747338119 -0.0065634192671970015 0.0022310987467398951 0.011180840055284292 0.018989824076332769 -0.0078973737753275774 -0.00073112112342291387 0.0064832825024167826 0.0047885387086011571 -0.0025131552122544436 0.020977793426192614 0.019437603620013719 0.0090312298761020503 0.0057321865159395439 0.017134055293006101 0.0079741532031711408 0.016516798716391876 0.014323792572735583 0.0097146771509935906 0.0057089402907508982 leaf_weight=62883.144757553935 151.41634394228458 1114.9114202558994 2326.9461689740419 55.186568692326546 3870.8426956087351 445.03793051838875 24511.873953104019 730.85513745248318 743.75702351331711 171.41204992681742 550.77849961817265 1074.8826969712973 278.90435053408146 172.83964571356773 3141.3336811810732 2668.7791530042887 844.66295421123505 171.22641570866108 221.77406644076109 1149.9212447702885 5640.8837763220072 1942.0862044394016 216.41271477937698 405.0291166678071 174.28712272644043 209.19735087454319 74.507396027445793 242.29522067308426 592.60072806477547 602.58529126644135 leaf_count=635547 722 8915 9870 328 35305 1891 98968 5264 3073 1099 2720 9030 1772 837 12718 23001 6042 977 1243 8458 22778 7815 1057 2225 765 971 371 1047 2909 3462 internal_value=0 -0.0102386 0.0181688 -0.0023409 -0.0108949 0.00938148 0.0190593 0.000878526 0.0192502 0.00645703 0.0119167 -0.00468216 0.00715821 0.00625568 0.0199993 -0.00887339 0.00219997 0.00125602 0.000416736 -0.00378932 0.0203801 0.0205833 0.00548032 0.00473854 0.013031 0.0103386 0.012503 0.0115 0.0104744 0.00460855 internal_weight=0 75191.2 42189.2 5768.45 69422.8 3882.27 38306.9 2428.73 35979.9 1802.77 2079.51 3339.72 1631.36 1270.74 11468.1 6539.62 1697.88 1237.66 1066.44 2264.83 8326.73 7582.97 1097.9 460.216 1528.73 360.614 1354.44 909.403 667.108 881.49 internal_count=911180 736335 174845 42482 693853 19623 155222 16079 145352 9920 9703 26403 8821 7128 46384 58306 10815 8262 7285 17373 33666 30593 6291 2553 6983 1693 6218 4327 3280 5234 is_linear=0 shrinkage=0.01 Tree=65 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 10 10 10 9 9 9 9 10 9 1 9 1 4 9 9 1 9 10 9 9 4 1 9 9 split_gain=214380 3889.86 3270.04 777.078 451.826 308.121 297.124 263.677 220.373 233.751 150.102 138.312 101.907 100.103 89.5562 100.537 79.6071 75.7315 69.9554 62.4284 56.7379 72.2649 56.5665 51.9137 94.1248 47.8521 57.7671 45.7077 40.2174 39.8383 threshold=0.18897357583045957 0.0043998162727802515 0.8784809708595277 9.0500000000000025 7.6900000000000004 0.026551560498774003 0.00025326936156485003 0.51461192965507518 0.99473056197166454 2.3850000000000002 3.3550000000000004 7.4250000000000007 5.6250000000000009 0.036334333941340412 3.0550000000000002 0.012270400481782552 4.1450000000000005 0.12560679611650488 1.5000000000000002 5.3550000000000013 3.6650000000000005 1.0000000180025095e-35 7.035000000000001 0.99989646673202526 3.2050000000000005 5.5050000000000008 2.5000000000000004 0.012270400481782552 5.6250000000000009 4.1150000000000011 decision_type=2 2 2 8 8 2 2 2 2 10 10 8 10 2 10 2 10 2 10 8 10 2 10 2 10 10 10 2 10 10 left_child=1 6 4 5 7 28 -1 14 19 -10 -7 -8 18 -5 -2 -16 -9 -18 27 20 -4 -22 23 -11 -25 26 -17 -12 29 -3 right_child=2 3 8 13 -6 10 11 16 9 22 12 -13 -14 -15 15 25 17 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.011089538800096622 0.0095976317485882232 -0.0045963596612617896 0.01686473506685977 0.0048604136626570465 0.016893131262308712 0.0033063410707962928 -0.009311579485735591 0.012952446469643251 0.018448077535441313 0.018924277676760696 0.0016103289437410431 -0.0043052809522606235 0.0036679513603201722 0.013332578162159421 0.0085093652017310204 0.001938764215497165 0.012531698381143265 0.0066089772162825832 -0.0060876307229327112 0.01790562500812665 0.017202441484359347 0.011128193412373335 0.01859079231818148 0.019879685608119604 0.021885717573848277 0.0075464868086707508 -0.0067272022293210958 -0.0029776340121715735 -0.0022218803720387855 -0.0073165560957693422 leaf_weight=62344.314328223467 305.81225180625916 832.26581913977861 875.68231512606144 294.08960407972336 646.47516888380051 600.24878525733948 5888.2216111794114 729.40120735764503 21357.740066230297 2010.7031498998404 289.4813764244318 608.92670644074678 242.68320699781179 265.24849182367325 308.0319128036499 716.56869684159756 323.69955885410309 648.21998125314713 579.1601320207119 1407.5094980299473 301.02472949028015 560.61840265989304 2061.8024978041649 5793.7116349339485 3922.5806709975004 130.08888830244541 86.171528279781342 868.98661901801825 261.40414532274008 1524.7670149803162 leaf_count=635547 1398 6066 3561 1692 2724 3346 53890 3211 86222 8209 1743 4416 1689 1226 1530 4434 1476 3418 4638 5852 1260 2529 8401 23258 15930 817 615 6627 2185 13270 internal_value=0 -0.010217 0.0179885 -0.00232163 0.00925841 -0.00352655 -0.0108775 0.00773881 0.0188764 0.0191033 -0.0010743 -0.00884238 -0.00240211 0.00887807 0.00475052 0.00355595 0.0104555 0.00858155 -0.00324988 0.0163403 0.0150721 0.0132503 0.0201183 0.0203869 0.0206895 0.00192026 0.0010085 -0.00183118 -0.00594333 -0.00635606 internal_weight=0 74599.8 42185.8 5758.34 3894.47 5199 68841.5 3247.99 38291.4 35146.5 2580.56 6497.15 1980.31 559.338 1546.67 1240.86 1701.32 971.92 1737.63 3144.83 1737.33 861.643 13788.8 11727 9716.29 932.829 802.74 1158.47 2618.44 2357.03 internal_count=911180 736335 174845 42482 19623 39564 693853 16899 155222 142020 18043 58306 14697 2918 8794 7396 8105 4894 13008 13202 7350 3789 55798 47397 39188 5866 5049 8370 21521 19336 is_linear=0 shrinkage=0.01 Tree=66 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 10 10 10 9 9 9 9 10 5 9 5 5 9 5 9 2 9 2 2 9 2 2 0 9 split_gain=210763 3881.19 3236.32 761.228 442.049 304.231 299.148 254.457 223.977 218.033 147.265 138.014 97.7458 97.453 94.4437 80.3605 72.2189 62.017 61.7325 60.8741 55.7086 54.2456 49.1089 71.964 44.5817 48.4148 44.3842 41.992 58.0099 39.829 threshold=0.18897357583045957 0.0043998162727802515 0.8784809708595277 9.0500000000000025 7.0550000000000006 0.026551560498774003 0.00025326936156485003 0.51461192965507518 0.99473056197166454 2.3850000000000002 3.2650000000000001 7.4250000000000007 5.6250000000000009 0.036334333941340412 3.5000000000000004 4.1450000000000005 101.50000000000001 3.5000000000000004 5.5150000000000006 5.5000000000000009 3.8050000000000002 0.18237250554323722 3.6650000000000005 0.19929078014184398 0.15074051531750862 5.6350000000000007 0.99938118811881205 1.0000000180025095e-35 1.0000000180025095e-35 5.6250000000000009 decision_type=2 2 2 8 8 2 2 2 2 10 10 8 10 2 2 10 2 2 8 2 10 2 10 2 2 10 2 2 2 10 left_child=1 6 4 5 7 29 -1 14 18 17 -7 -8 27 -5 -2 -9 -17 -10 22 -11 -16 -21 -4 -24 -22 -26 -25 28 -12 -3 right_child=2 3 8 13 -6 10 11 15 9 19 12 -13 -14 -15 20 16 -18 -19 -20 21 24 -23 23 26 25 -27 -28 -29 -30 -31 leaf_value=-0.011074145738051041 0.0066531929319410274 -0.0063212174778042064 0.016675697329930361 0.004799708838366828 0.0165279409689899 0.0034775006650999609 -0.0092829439137527003 0.012781406606715385 0.01809660434333709 0.019487883039025874 0.0058806674135906357 -0.0042741281099872618 0.0036227488269356006 0.013145029471733009 0.0064741119938473372 0.0092693741499829761 -9.704027061690026e-05 0.019770587427040499 0.017802829339847226 0.01846909395531619 0.010113459986226038 0.021514610895005528 0.017574081275156379 0.01043421185758193 -0.0027199149206640193 0.0072326666244469573 0.017194507659768911 -0.0038161429517181485 -0.003266466882935535 -0.0022031781929917121 leaf_weight=61809.344539381564 937.65493300557137 2346.3799127787352 876.74757812917233 294.82730899006128 670.94630241394043 559.03770188242197 5847.5257136151195 731.75840216875076 18814.819810509682 9869.2693403959274 114.51310884952545 607.23982982337475 243.25127750635147 266.33710291981697 167.83695156872272 870.71827359497547 90.91510608792305 2508.1679715812206 1310.6614533364773 715.06825765967369 37.509879678487778 3211.5189014822245 289.62357793748379 556.48619422316551 340.4909540489316 57.06951105594635 117.64950959384441 1485.641398049891 175.72286456823349 260.98899291455746 leaf_count=635547 4884 19336 3561 1692 2848 3074 53890 3211 76171 39824 708 4416 1689 1226 922 4295 531 10051 5419 2900 204 13074 1215 2513 2357 371 494 11497 1075 2185 internal_value=0 -0.0101958 0.0178133 -0.00230316 0.0091412 -0.00350045 -0.0108602 0.00760867 0.0186981 0.0189273 -0.0010646 -0.00881173 -0.00232217 0.00876052 0.00466778 0.0102841 0.00838385 0.0182935 0.0161442 0.0199069 0.00158002 0.02096 0.0149631 0.0134051 -0.000307966 -0.00129123 0.011614 -0.00313648 0.000342551 -0.00590902 internal_weight=0 74010.8 42174.9 5746.7 3904.9 5185.54 68264.1 3233.95 38270 35118.8 2578.17 6454.77 2019.13 561.164 1540.56 1693.39 961.633 21323 3151.17 13795.9 602.907 3926.59 1840.51 963.759 435.07 397.56 674.136 1775.88 290.236 2607.37 internal_count=911180 736335 174845 42482 19623 39564 693853 16775 155222 142020 18043 58306 14969 2918 8738 8037 4826 86222 13202 55798 3854 15974 7783 4222 2932 2728 3007 13280 1783 21521 is_linear=0 shrinkage=0.01 Tree=67 num_leaves=31 num_cat=0 split_feature=9 9 5 9 9 9 5 4 5 9 5 4 9 9 4 0 5 9 5 3 9 9 9 3 5 9 9 9 9 9 split_gain=97734.5 4857.23 3669.77 2985.75 2579.68 1506.72 930.748 917.531 2168.56 675.628 650.316 618.079 567.921 565.458 518.418 509.172 380.011 372.345 300.323 288.838 276.095 367.306 265.184 257.738 253.06 494.307 571.832 436.422 313.547 218.829 threshold=3.3250000000000006 2.5750000000000006 4.5000000000000009 6.0550000000000006 8.4800000000000022 4.5750000000000011 29.500000000000004 5.5000000000000009 30.500000000000004 7.0450000000000008 1.5000000000000002 1.5000000000000002 4.0550000000000006 7.4250000000000007 1.5000000000000002 1.0000000180025095e-35 28.500000000000004 2.5450000000000004 23.500000000000004 28.500000000000004 5.3350000000000009 5.3450000000000006 3.8350000000000004 29.500000000000004 24.500000000000004 6.9850000000000012 7.2000000000000011 4.995000000000001 4.9850000000000012 6.1250000000000009 decision_type=10 10 2 10 10 10 2 10 2 10 2 10 10 10 10 2 2 8 2 10 10 10 10 10 2 10 10 10 10 10 left_child=1 6 3 5 9 15 17 12 13 29 -3 -6 -4 -9 -11 22 18 -1 -14 -12 -7 -22 -2 -8 27 -26 -27 28 -20 -5 right_child=2 10 7 4 11 20 23 8 -10 14 19 -13 16 -15 -16 -17 -18 -19 24 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=0.013769277650079043 -0.00025263290804567145 0.0092407396467551004 -0.0045829392426761859 0.0096500004989132932 -0.010870129654445648 -0.0074025974935542282 0.012869632621869765 -0.0053832901166707978 -0.010734331167076248 0.00063457712757658113 0.0083510088060145329 0.0073215923274095674 -0.0083165892800803939 0.016333749591507941 0.015535171976484095 0.0018454293817521928 -0.009788335862101023 0.016351471032850746 -0.010223310233557652 0.0027237311756744581 0.0062866668169450322 -0.005348381999335754 -0.0053100368183784255 0.0059230737300710783 -0.0098034313197721094 0.020918118661510939 -0.0064579413236848021 -0.0089008563632967247 0.014044122492537288 0.0014690617003230632 leaf_weight=8103.1004709526896 1604.9027049615979 6207.8029233813286 3072.7690628841519 455.03481201827526 1166.4834614470601 14664.270787775517 907.90462496131659 151.26353493332863 1023.6423083245754 283.21896354854107 1258.2214888334274 222.36880452185869 12860.253445312381 578.14001937955618 1329.8706117346883 2900.4180105254054 25279.507311403751 17964.870314009488 67.00846329331398 3316.0860655680299 288.09290988743305 4661.9323105141521 2928.9245566949248 1297.3472702726722 1020.5467175766826 127.01958633214235 191.08443083614111 231.23459439724684 259.15617104619741 1161.6849229559302 leaf_count=36316 11727 32049 27733 2344 12278 133210 4520 1427 11376 2036 7307 1409 130900 2423 5740 18908 269118 75619 703 22384 1949 41273 25500 7671 10691 540 1860 2417 1506 8246 internal_value=0 0.0128433 -0.00659779 -0.0039914 0.0034394 -0.00526025 0.0150211 -0.00843761 -0.00134578 0.00834017 0.00713258 -0.00795746 -0.008726 0.0118301 0.012919 -0.00142659 -0.00904398 0.0155488 -0.00776881 0.00427159 -0.00671328 -0.00467122 -0.0035198 0.00878298 -0.00405341 -0.00641083 0.00447338 0.00160816 0.00905853 0.00377163 internal_weight=0 39055.3 76528.8 31667.2 4618.66 27048.5 28273.2 44861.6 1753.05 3229.81 10782.1 1388.85 43108.6 729.404 1613.09 7434.25 40035.8 26068 14756.3 4574.31 19614.3 4950.03 4533.83 2205.25 1896.05 1338.65 318.104 557.399 326.165 1616.72 internal_count=911180 185866 725314 264620 32053 232567 124126 460694 15226 18366 61740 13687 445468 3850 7776 56135 417735 111935 148617 29691 176432 43222 37227 12191 17717 13091 2400 4626 2209 10590 is_linear=0 shrinkage=0.01 Tree=68 num_leaves=31 num_cat=0 split_feature=5 2 2 2 2 1 5 0 4 3 4 5 2 1 0 4 4 4 5 0 2 5 1 3 2 4 1 2 5 3 split_gain=33740.4 4081.64 4056.81 2384.94 3275.45 2096.52 2088.68 1518.71 1269.77 964.055 861.212 720.635 664.796 590.529 588.415 511.202 468.876 466.086 442.175 425.157 415.307 442.774 374.985 374.347 348.707 323.912 320.879 280.681 275.848 270.007 threshold=3.5000000000000004 0.50155279503105599 1.0000000180025095e-35 0.49341991341991348 0.33477011494252878 0.091372912801484213 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 27.500000000000004 1.5000000000000002 4.5000000000000009 0.90943267259056748 0.25092592592592594 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 0.99040761869709237 1.0000000180025095e-35 0.24494897959183673 26.500000000000004 0.75937646507266776 5.5000000000000009 0.23845060412224586 0.47385509227614492 1.0000000180025095e-35 26.500000000000004 decision_type=2 2 2 2 2 2 2 2 10 8 10 2 2 2 2 10 10 10 2 2 2 2 2 10 2 8 2 2 2 10 left_child=1 3 25 4 6 12 9 10 14 -1 18 13 -3 22 -4 -5 -11 -18 26 -13 -14 -22 -10 -23 -9 -2 -7 -16 -6 -8 right_child=2 5 8 15 28 7 29 24 11 16 -12 19 20 -15 27 -17 17 -19 -20 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0035798494764108695 0.0050851901717215873 0.015013187315349926 -0.0053382698083635884 0.011304600870590551 -0.00015296669957427786 -0.0027765388889831482 -0.0065468893994887045 0.0073270271700263912 -0.0054250419434652541 0.0095308782035642935 -0.005420684366477393 -0.0088046662191883177 -0.002301071167076093 -0.0072912572748424932 -0.0048818564113382798 -0.0048367064292921319 -0.0016894644839174015 0.012195189334716777 -0.0040160064284005832 -0.00096864995542414684 0.0090901226930927611 -0.006217343817990684 0.015001073639393365 0.0052239449602433262 -0.0018795093413653979 0.014271848887525727 0.0028761740380525737 0.0033212705325027757 -0.0051244394629553006 0.00061394820588122961 leaf_weight=3863.581400886178 1975.4167322516441 843.14980272203684 29028.459689855576 10630.386945597827 3483.8104952722788 1318.0134709849954 738.15362836420536 2593.4438631236553 127.15340647101402 16267.274610579014 4568.0841563791037 19944.813222847879 614.22936130315065 455.42664913088083 637.35848800837994 199.89662692695856 747.80087552219629 357.27411910146475 1941.5185411795974 717.30418317019939 2500.3978731408715 390.8176479563117 306.56459768116474 1065.9860888049006 488.96992819756269 476.3580449745059 4217.9061974808574 1207.0732427090406 1642.1962892860174 1836.9160042703152 leaf_count=24940 12360 3738 273163 53457 27072 10993 6949 14828 1125 86539 41362 210226 4968 4353 5861 1754 5566 1752 16773 6021 13376 3660 1308 6645 3980 2053 29252 8629 14553 13924 internal_value=0 0.00513394 -0.00570258 0.00700371 0.00550551 0.00151435 0.00706653 -0.000396893 -0.00629058 0.00809788 -0.0019997 -0.0081533 0.00685422 0.000661706 -0.00499028 0.0110067 0.00910269 0.00279949 9.02402e-05 -0.00853263 0.00534938 0.00653687 0.00901274 0.00215458 0.00586657 0.00687008 0.00153035 0.000486613 -0.00174566 -0.00143873 internal_weight=0 60309.8 54875.9 39767.3 28937 20542.5 23811 15127.9 52424.2 21235.9 12045.5 21551.3 5414.58 889.145 30872.9 10830.3 17372.3 1105.07 7477.44 20662.1 4571.43 3957.2 433.718 1456.8 3082.41 2451.77 5535.92 1844.43 5126.01 2575.07 internal_count=911180 386081 525099 236506 181295 149575 139670 117188 510686 118797 98380 223033 32387 6786 287653 55211 93857 7318 57018 216247 28649 23681 2433 10305 18808 14413 40245 14490 41625 20873 is_linear=0 shrinkage=0.01 Tree=69 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 10 10 10 9 9 9 10 9 9 1 9 1 10 9 9 1 9 9 9 1 9 9 9 9 split_gain=204454 3861.92 3124.25 724.206 414.311 299.3 293.17 246.417 213.57 206.285 140.151 134.323 110.403 82.3512 80.8265 95.8818 71.3589 73.4206 65.3674 66.7498 91.028 65.1798 58.3416 42.4154 38.0823 46.3434 36.2101 37.5735 33.9132 33.1052 threshold=0.18897357583045957 0.0043998162727802515 0.8784809708595277 7.6450000000000005 7.0550000000000006 0.00025326936156485003 0.026551560498774003 0.51461192965507518 0.98755538463592529 2.3350000000000004 3.3550000000000004 6.2150000000000007 0.049213243648409809 5.6250000000000009 3.0550000000000002 0.012270400481782552 4.1450000000000005 0.12560679611650488 0.99977076053619396 7.0450000000000008 3.2050000000000005 0.012270400481782552 5.3550000000000013 5.5050000000000008 3.6650000000000005 1.0000000180025095e-35 5.6250000000000009 4.1150000000000011 5.4350000000000014 8.2700000000000014 decision_type=2 2 2 8 8 2 2 2 2 10 10 8 2 10 10 2 10 2 2 10 10 2 8 10 10 2 10 10 10 10 left_child=1 5 4 6 7 -1 26 14 22 -10 -8 -7 -5 21 -2 -16 -9 -18 -11 20 -20 -12 24 -17 -4 -26 27 -3 -19 -21 right_child=2 3 8 12 -6 11 10 16 9 18 13 -13 -14 -15 15 23 17 28 19 29 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.011048409338244093 0.0092079243447472977 -0.0045589896070786931 0.015859314639536586 0.0046185038474444674 0.01614997064411829 -0.0093050437847091612 0.0031023779084603346 0.012501655484266423 0.017958614985739182 0.017995072975074657 0.00066944899098586325 -0.0048204910594095915 0.013336324378116746 0.0033390933887414232 0.0083007290370552735 0.0010328575208399884 0.012263456759154896 0.0051271029392564631 0.019341371335026732 0.017430920856561873 0.021253995112660858 -0.004139335997049875 0.017315791079722278 0.0073702148436281083 0.016112904170002038 0.010669058764044193 -0.002152402056647784 -0.0072125325561962919 0.010548237429235089 0.020995944527519482 leaf_weight=60782.768590033054 308.51162920892239 828.47912544757128 651.60922072827816 372.05225188285112 672.84607684612274 5631.9690713733435 605.13481176644564 734.71105298399925 21250.140098437667 2400.3991097658873 355.15909156948328 757.76207958906889 238.31625101715326 220.87670543044806 309.49770587682724 800.88973721861839 321.28355957567692 489.39225962758064 6172.5694768726826 1519.1833256334066 4169.0689119398594 1365.8429866507649 988.36785060167313 121.65233924984932 235.66540339589119 464.80232693254948 235.38256926089525 1499.3053546473384 150.99997518956661 314.38200780749321 leaf_count=635547 1398 6066 2649 2135 2848 52450 3346 3211 86312 9819 2164 5856 1099 1554 1527 5049 1456 2581 24819 6248 16880 10844 4128 764 984 2109 2004 13270 789 1274 internal_value=0 -0.0101603 0.0175237 -0.00227284 0.00901 -0.010832 -0.00350252 0.00752585 0.0183959 0.0185871 -0.00109973 -0.00877322 0.00802235 -0.00240921 0.00463056 0.00348436 0.0101552 0.00836248 0.0195033 0.0198006 0.0201124 -0.00314696 0.0154692 0.00186854 0.0141193 0.0125006 -0.00589016 -0.00626811 0.00640537 0.0180422 internal_weight=0 72893 42076 5720.55 3909.78 67172.5 5110.18 3236.94 38166.2 35825.7 2547.01 6389.73 610.369 1941.88 1540.55 1232.04 1696.39 961.676 14575.6 12175.2 10341.6 1721 2340.44 922.542 1352.08 700.468 2563.17 2327.78 640.392 1833.57 internal_count=911180 736335 174845 42482 19623 693853 39248 16775 155222 145352 17908 58306 3234 14562 8738 7340 8037 4826 59040 49221 41699 13008 9870 5813 5742 3093 21340 19336 3370 7522 is_linear=0 shrinkage=0.01 Tree=70 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 5 1 4 5 4 1 1 1 10 5 5 5 1 1 10 1 4 5 0 4 1 1 split_gain=201068 3853.4 3095.91 408.124 301.39 258.446 217.437 203.523 98.5475 96.9167 70.6778 68.7483 67.6159 62.4449 58.3877 46.8992 43.9344 43.355 42.8337 40.375 35.8398 34.4847 32.7369 29.8892 28.042 28.0225 27.1516 26.6551 26.0136 25.409 threshold=0.18897357583045957 0.0043998162727802515 0.8784809708595277 0.036334333941340412 0.00025326936156485003 0.51461192965507518 0.99473056197166454 5.5000000000000009 39.500000000000007 0.034723896792862259 2.5000000000000004 1.5000000000000002 1.5000000000000002 0.051836094939543158 0.90508365508365518 0.48581488933601619 0.0011766494717448501 455.50000000000006 3.5000000000000004 64.500000000000014 0.047905909351692456 0.51630627437079057 0.94052824378013633 0.21889880952380952 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 0.019324122479462254 0.047905909351692456 decision_type=2 2 2 2 2 2 2 2 2 2 10 2 10 2 2 2 2 2 2 2 2 2 2 2 8 2 2 10 2 2 left_child=1 4 5 13 -1 8 17 -8 10 26 29 15 20 -3 -9 -11 -6 22 -15 -14 -7 -17 24 -12 -4 -22 -5 -13 -10 -2 right_child=2 3 6 9 16 12 7 14 28 11 23 27 19 18 -16 21 -18 -19 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011033432587851152 0.0099433520190859454 -0.0017264376234428444 0.015235675890689443 0.0069004681666117356 -0.009434330281181182 0.014606700982656937 0.018107647419690225 0.02054958813859379 0.011322138704282529 -0.00099607539473102209 0.0067526011576342802 -0.00072259643563013466 0.0093007018884676967 -0.0038755057579592874 0.017877472302067092 0.0072118869822362262 -0.0077420871334772925 0.0012912652107087755 -0.0064203715051298575 0.0010763381630358078 0.01278900694094713 0.0017829027123204503 0.016403765792641488 -0.0031068285687322452 0.01104868458883153 0.0095171813873746718 0.0024566505148018577 -0.0040381534138547361 0.00016725208740988657 0.0069764007075640237 leaf_weight=60259.245725549757 412.80758792161942 632.69768150895834 563.56723181903362 259.0477356761694 3753.3573921248317 486.68936534225941 28894.523626863956 5101.1341630965471 22.556124642491341 325.60108253359795 47.032180093228817 672.9233508631587 488.98322936892509 1249.6249188259244 973.84252792596817 191.56626454740763 2594.8281420692801 20.695526331663132 1405.0197071656585 67.990606561303139 586.37135304510593 300.58686186373234 2350.2947377711535 88.803460948169231 223.35170051455498 472.88411697745323 293.01809161901474 379.06381574273109 285.77113883197308 959.69151820242405 leaf_count=635547 1928 4457 2381 1474 35305 2072 117461 20600 119 2243 261 4923 2327 9435 3959 1044 23001 94 12511 393 2565 1808 9754 579 973 2346 1585 3002 1889 5144 internal_value=0 -0.0101393 0.0173605 -0.0022547 -0.0108151 0.00889748 0.0182305 0.0184575 0.00613474 0.000860338 0.00718778 -0.000226674 0.0112841 -0.00454957 0.0201212 0.0019482 -0.00874262 0.0157175 -0.00522242 0.00829674 0.0123604 0.00389609 0.0158127 0.000306933 0.0140473 0.0113284 0.00454184 -0.0019173 0.000983304 0.00786877 internal_weight=0 72316.6 42047 5709.15 66607.4 3919.58 38127.4 34969.5 1816.66 2421.81 1508.33 1869.74 2102.92 3287.34 6074.98 817.754 6348.19 3157.91 2654.64 556.974 1545.94 492.153 3137.21 135.836 786.919 1059.26 552.066 1051.99 308.327 1372.5 internal_count=911180 736335 174845 42482 693853 19623 155222 142020 9920 16079 7912 13020 9703 26403 24559 5095 58306 13202 21946 2720 6983 2852 13108 840 3354 4911 3059 7925 2008 7072 is_linear=0 shrinkage=0.01 Tree=71 num_leaves=31 num_cat=0 split_feature=9 9 5 9 4 1 9 1 9 5 2 0 5 9 9 0 1 9 9 9 4 9 9 1 2 9 1 2 4 0 split_gain=92340.3 4580.69 3542.94 2963.3 3626.16 1774.29 1669.04 1114.6 963.455 960.563 949.87 532.867 475.523 446.98 444.463 440.522 525.705 394.262 587.403 393.088 377.765 370 310.815 286.175 258.007 248.643 239.565 196.329 187.29 177.612 threshold=3.3250000000000006 2.6750000000000003 30.500000000000004 6.1150000000000011 1.5000000000000002 0.77442071785552036 3.8350000000000004 1.0000000180025095e-35 6.9850000000000012 16.500000000000004 0.99938118811881205 1.0000000180025095e-35 1.5000000000000002 8.8850000000000016 3.5950000000000002 1.0000000180025095e-35 0.98936170212765973 4.495000000000001 4.4750000000000005 2.6750000000000003 2.5000000000000004 7.3800000000000008 6.2550000000000008 0.27293771043771048 0.52013513513513521 3.1750000000000003 0.028778467908902653 0.41625412541254131 2.5000000000000004 1.0000000180025095e-35 decision_type=10 10 2 10 10 2 10 2 10 2 2 2 2 10 10 2 2 10 10 8 10 10 10 2 2 10 2 2 10 2 left_child=1 9 3 6 5 21 29 11 22 19 13 -8 24 -10 -4 16 -9 18 -17 -1 -12 27 -6 -11 -3 28 -16 -5 -14 -2 right_child=2 12 14 4 8 -7 7 15 10 23 20 -13 25 -15 26 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.013395158811578208 -0.0012573936966437916 0.0097626021181321208 -0.0017387641230772854 0.0049365268825154332 -0.0098204686892704139 0.012215129487135672 0.0011222517455918386 -0.0081871913979562096 0.014270335815402857 0.0037546337381002708 0.017121575176056815 -0.0050467590315299328 0.0057495324844822884 -0.00018529173635935335 -0.0047057114421076227 -0.0033792047360951837 0.001514258817362991 -0.0061589843385071678 0.014514217258248875 0.015963050055062895 -0.010124846192884049 -0.0092529607012188982 0.0027384678897675032 0.010883404961227526 0.0048728611728787148 -0.00083483163349736694 -0.0098129185390659363 -0.005162194383037823 -0.0054504389990145128 0.0033273521566544229 leaf_weight=9154.7972189560533 2276.2678002044559 4058.9324583113194 734.12082507461309 282.2612002491951 274.24857197701931 504.95979518443346 2238.1268843710423 24969.748370684683 2235.6494722142816 766.69046896696091 62.548408359289169 3739.9230781570077 3184.615943916142 236.53265399485826 953.01745699346066 749.09912060201168 571.33937454968691 3412.3054241687059 242.96945462375879 17088.772968515754 272.92987325787544 3179.7100164070725 700.13473320007324 2120.8552598953247 1469.8740829303861 849.38930094242096 25323.187565460801 605.42044162005186 156.65144696086645 1343.7998801246285 leaf_count=41290 17750 20257 6097 1881 2684 2347 16080 251663 10533 4857 268 30195 19716 2037 9298 5789 4132 29911 1077 72095 2939 33546 5155 11021 8704 6646 278064 5558 1280 8310 internal_value=0 0.0124815 -0.00651719 -0.00488405 0.000527357 -0.00546447 -0.00602732 -0.00667949 0.00777126 0.0144649 0.0107446 -0.00273714 0.00653692 0.0128873 -0.00941327 -0.00746651 -0.00797018 -0.00454575 0.00100311 0.0150673 -0.00504487 -0.00765937 -0.000796353 0.0089906 0.00846263 0.0039963 -0.00962768 -0.00195105 0.00522443 0.000444503 internal_weight=0 38850.6 74908.3 47898 8354.4 4572.35 39543.6 35923.5 3782.04 29131.1 2807.66 5978.05 9719.46 2472.18 27010.3 29945.5 25541.1 4404.37 992.069 26243.6 335.478 4067.39 974.383 2887.55 5528.81 4190.66 26276.2 887.682 3341.27 3620.07 internal_count=911180 185866 725314 431855 66948 43332 364907 338847 23616 129263 15777 46275 56603 12570 293459 292572 255795 36777 6866 113385 3207 40985 7839 15878 28961 27642 287362 7439 20996 26060 is_linear=0 shrinkage=0.01 Tree=72 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 4 4 4 5 5 2 2 10 5 10 5 2 2 5 5 0 2 2 2 10 4 10 split_gain=196042 3901.25 3049.02 357.264 302.36 266.779 200.784 187.093 87.829 78.106 66.7414 64.9178 49.4617 49.0445 46.14 43.9477 40.1363 39.7728 39.0099 37.4796 36.6667 35.8247 34.4592 29.7261 29.1972 28.6289 27.6304 27.5318 32.5377 27.0985 threshold=0.13270235061645502 0.78322452306747448 0.0043998162727802515 0.98755538463592529 0.00025326936156485003 0.026551560498774003 0.3781151175498963 5.5000000000000009 2.5000000000000004 1.5000000000000002 1.5000000000000002 80.500000000000014 47.500000000000007 0.091229193341869366 0.94754041967664271 0.0011766494717448501 54.500000000000007 0.99977076053619396 3.5000000000000004 1.0000000180025095e-35 0.96352549889135264 103.50000000000001 3.5000000000000004 1.0000000180025095e-35 0.98675438596491249 0.98004975124378124 0.9566262541806021 0.94052824378013633 2.5000000000000004 0.068259380757808671 decision_type=2 2 2 2 2 2 2 2 10 10 8 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 8 2 left_child=2 6 4 12 -1 14 8 -5 11 16 21 19 27 -9 18 -6 29 -15 -4 23 -14 -8 -12 -2 -18 -13 -21 28 -3 -7 right_child=1 3 5 7 15 9 10 13 -10 -11 22 25 20 17 -16 -17 24 -19 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011011660804314583 0.012695577148632453 0.014542228039764292 -0.0040865444103217394 0.017846781768172591 -0.00940188840124862 0.0003446307002372001 0.010863379473643185 0.017778293771214353 -0.0022075810973010198 -0.0030600796783234836 0.008359929047634853 -0.00095935682586605151 0.010072690195434997 0.01802966683659997 -0.00060798241595180812 -0.0077021162986940445 -0.0035355075738619374 0.020506801953379825 -0.0065446007754534899 0.004577342579856849 0.023756006030507249 0.0049360411449970313 0.0032123186749701527 0.0065822075717998623 0.011756249450378252 0.017959408557797697 0.0092937116673221781 0.016040855132818221 0.0092358211840789638 0.0031826414122784882 leaf_weight=59423.683375246823 136.34322167932987 1207.2996031194925 1348.8359698951244 29410.130394116044 3717.4163581132889 773.14364916086197 1374.9727441370487 1050.3808756619692 167.37290530651808 717.67939686030149 329.98083691298962 178.17433539777994 306.20572720468044 758.42203430831432 232.01034901291132 2574.5312021374702 241.39968609809875 4458.6047990471125 1238.438978984952 880.90621671825647 20.921476975083351 110.13552792370319 214.63037359714508 190.90833605825901 13.167119413614271 8.3746491670608503 144.60452742874622 1401.8690263479948 127.78472791612148 595.65871129184961 leaf_count=635547 656 5169 10102 119989 35305 5210 6376 4283 1127 5438 1580 1241 1436 3130 1735 23001 1895 17950 11174 5179 92 621 1237 915 83 47 719 5819 572 3552 internal_value=0 0.0169585 -0.0102097 0.0178997 -0.0107909 -0.00280812 0.00720003 0.0181811 0.00467202 -0.000312942 0.0093257 0.00542005 0.0146228 0.0197498 -0.00488004 -0.00870638 0.000901546 0.0201467 -0.00526313 0.00618267 0.0109478 0.0104238 0.00633126 0.00912923 -0.00274456 -0.000110046 0.00524239 0.0150621 0.0140343 0.00157964 internal_weight=0 42478 70876 38741.6 65715.6 5160.33 3736.4 35677.5 1706.68 2341.05 2029.72 1539.31 3064.08 6267.41 2819.29 6291.95 1623.37 5217.03 2587.27 1352.76 327.127 1485.11 544.611 327.252 254.567 186.549 1025.51 2736.95 1335.08 1368.8 internal_count=911180 178138 733042 158440 693853 39189 19698 145352 9884 16178 9814 8757 13088 25363 23011 58306 10740 21080 21276 7469 1528 6997 2817 1571 1978 1288 5898 11560 5741 8762 is_linear=0 shrinkage=0.01 Tree=73 num_leaves=31 num_cat=0 split_feature=9 9 5 9 9 9 5 2 0 9 5 2 2 5 0 9 9 9 9 2 2 5 5 2 9 9 9 3 2 9 split_gain=89266.4 4438.48 3499.05 2883.37 3108.82 1633.08 831.815 737.115 704.652 704.449 1005.2 659.321 559.958 558.202 533.391 440.096 406.102 370.064 353.867 351.403 313.996 305.115 345.241 319.863 307.794 274.906 634.349 266.452 242.466 241.556 threshold=3.3250000000000006 2.5750000000000006 30.500000000000004 6.1150000000000011 8.4800000000000022 3.8350000000000004 29.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 8.1200000000000028 2.5000000000000004 0.99938118811881205 0.88944444444444459 1.5000000000000002 1.0000000180025095e-35 3.5950000000000002 4.5750000000000011 4.4750000000000005 2.5450000000000004 0.85379556042751448 0.90943267259056748 1.0000000180025095e-35 20.500000000000004 0.90501253132832093 8.8300000000000018 7.035000000000001 6.9850000000000012 28.500000000000004 0.72509541984732839 5.2650000000000006 decision_type=10 10 2 10 10 10 2 2 2 10 2 2 2 2 2 10 10 10 8 2 2 2 2 2 10 10 10 10 2 10 left_child=1 6 3 5 9 -2 18 8 29 10 12 14 -5 -3 -9 -4 17 -16 -1 -11 -14 24 -23 -24 -6 26 -12 -15 -8 -7 right_child=2 13 15 4 21 7 28 11 -10 19 25 -13 20 27 16 -17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.013126469118803288 0.00043991343812120755 0.0087522289585175959 -0.0017109192408528667 0.0039527937480503383 0.016399038106297687 -0.00040143201681816162 0.010419870268206861 -0.0081329274221978373 -0.0055636728398302639 0.014599805640681553 -0.0024166181990953194 -0.001202179322743998 0.016438903691973365 0.0080588800368263953 -0.0031244776575575549 -0.0095854386408173939 -0.0061304486784233472 0.0094040353891244131 0.01565377654820569 -0.0094939983197609695 0.0004881932294827395 -0.0093934496144919607 0.013214391946815318 -0.0066580036880880015 -0.0051181180847501284 -0.007285064496471475 0.020208208131189714 0.0026379419703531177 0.002835638087278455 0.0078441788131833421 leaf_weight=8049.5222629979253 3605.5630657449365 6187.0066080093384 729.76080766320229 1526.2443657591939 103.86202757805586 1078.9170328751206 1625.8998840898275 24645.101824469864 3861.0684428140521 915.77156039327383 824.04235246777534 1706.9220297038555 763.57674754410982 1252.4309582710266 676.02067966014147 25871.20657402277 2658.8773769140244 362.01913354545832 17771.941292531788 64.817827098071575 147.20634739845991 2582.9314952641726 135.99004686623812 200.28759113699198 184.70698378235102 686.16323120892048 145.86008632928133 3284.7403505668044 569.06293297559023 529.7132251933217 leaf_count=36316 26060 32049 6097 10008 438 8175 8471 251665 31774 3976 7433 12911 3207 7307 5280 287362 23910 1955 75619 677 1004 28096 687 2088 1697 7028 609 22384 3720 3177 internal_value=0 0.0122694 -0.00646669 -0.00483787 0.00052262 -0.00597252 0.0143635 -0.00662346 -0.00324692 0.00539437 0.00357055 -0.00723808 0.0076557 0.00679849 -0.0076016 -0.00936941 -0.00405957 0.00124487 0.0148659 0.0130072 0.0138609 -0.00718293 -0.00815259 0.00137836 0.00262636 -0.00244107 0.000985847 0.00413433 0.00845359 0.0023138 internal_weight=0 38740.6 74006.6 47405.7 8281.46 39124.2 28016.4 35518.6 5469.7 5073.68 4093.09 30048.9 2437.03 10724.2 28342 26601 3696.92 1038.04 25821.5 980.589 910.783 3207.78 2919.21 336.278 288.569 1656.07 969.902 4537.17 2194.96 1608.63 internal_count=911180 185866 725314 431855 66948 364907 124126 338847 43126 33942 29289 295721 14219 61740 282810 293459 31145 7235 111935 4653 4211 33006 30871 2775 2135 15070 8042 29691 12191 11352 is_linear=0 shrinkage=0.01 Tree=74 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 1 4 1 4 5 5 1 1 1 5 10 2 10 1 1 5 5 5 2 0 5 1 split_gain=191226 3801.31 3042.23 349.42 303.4 262.317 194.624 182.535 86.3849 84.8853 65.0152 64.2806 63.6672 55.3568 53.6631 48.9009 46.7866 46.5377 43.9629 35.8271 34.6774 34.4343 34.2406 33.2854 32.7901 30.9395 29.1958 29.1383 28.2074 28.0464 threshold=0.13270235061645502 0.78322452306747448 0.0043998162727802515 0.98755538463592529 0.00025326936156485003 0.026551560498774003 0.3781151175498963 5.5000000000000009 0.034723896792862259 2.5000000000000004 0.040202020202020204 1.5000000000000002 1.5000000000000002 1.5000000000000002 0.90508365508365518 0.051836094939543158 0.49844720496894418 47.500000000000007 0.0011766494717448501 0.96352549889135264 0.99951267242431652 0.047905909351692456 0.48581488933601619 1.5000000000000002 3.5000000000000004 414.50000000000006 0.49341991341991348 1.0000000180025095e-35 3.5000000000000004 0.15018796992481201 decision_type=2 2 2 2 2 2 2 2 2 10 2 8 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 4 17 -1 15 9 -5 -7 10 27 21 22 16 20 -4 -12 29 -6 -19 25 -8 -10 -23 -13 -9 -24 -2 -17 -3 right_child=1 3 5 7 18 8 11 14 12 -11 13 24 -14 -15 -16 28 -18 19 -20 -21 -22 23 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010990416179514191 0.011595583935337658 0.016250479799011668 -0.0021309072286810268 0.01761860677153634 -0.0093696929440052062 0.0033204391595825574 0.012514436261290923 0.018139244801675381 -0.0016975281468991034 -0.0021565525219185773 0.0025442058158572567 0.0082402547374173067 -0.0029486215078797168 0.0020143168228410196 0.017363219713566604 -0.0043003961894619623 0.0085696504788999213 0.010004013978623875 -0.0076623467325439565 0.023501795527467135 0.020200006429061817 0.010933028998296568 0.00059242827200138158 0.0073066043165543448 0.0032186323222931023 0.0064109501013399984 0.0057459147000387669 0.0061464280589179432 -0.0065363446839637705 0.014122780815446472 leaf_weight=58602.782444164157 196.23855870962143 946.64755667746067 539.41146186739206 29294.154014587402 3681.9321298524737 514.14030572026968 471.1005252301693 611.24439351260662 319.18941489607096 166.60940876603127 201.0296900421381 330.56968657672405 1036.3146235942841 588.35408981144428 990.31242600083351 1068.2326289564371 358.99989318847656 306.56035590171814 2554.4755357727408 21.012573212385178 4640.3967063575983 543.48314863443375 288.91791424155235 473.71326361596584 214.35099951922894 23.352122724056244 177.44760032743216 196.28482410311699 1195.7894249856472 1792.8001865893602 leaf_count=635547 974 3926 3872 119989 35305 2945 2046 2522 2287 1127 1174 1580 8158 3873 4055 8208 1796 1436 23001 92 18687 2453 1798 2498 1237 99 990 940 10931 7634 internal_value=0 0.0167385 -0.0101802 0.0176706 -0.0107673 -0.00277442 0.00711314 0.0179499 -0.000299485 0.00462411 0.00535726 0.00920344 -0.00132104 0.00415636 0.0194992 -0.00483669 0.00640674 0.0144321 -0.00867035 0.0108698 0.0199002 0.0102793 0.000826077 0.00924419 0.00626494 0.0177077 0.00255328 0.00887068 -0.00548136 0.014858 internal_weight=0 42367.2 69978.6 38626.5 64839.2 5139.44 3740.73 35559.5 2336.01 1707.52 1540.91 2033.22 1821.87 1148.38 6265.31 2803.43 560.03 3067.02 6236.41 327.573 5274.99 1488.3 785.555 1017.2 544.921 634.597 466.366 392.523 2264.02 2739.45 internal_count=911180 178138 733042 158440 693853 39189 19698 145352 16178 9884 8757 9814 13233 6843 25363 23011 2970 13088 58306 1528 21308 6997 5075 4951 2817 2621 2788 1914 19139 11560 is_linear=0 shrinkage=0.01 Tree=75 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 1 4 1 4 5 5 1 1 10 5 1 10 2 1 1 5 5 5 2 0 5 10 split_gain=188140 3764.65 3038.81 355.346 305.68 258.513 189.81 170.862 84.6017 82.9112 63.2863 62.6553 62.5443 54.0176 50.4285 48.372 47.861 46.0575 45.5837 35.0275 34.7003 33.6671 33.5336 32.6186 31.9875 30.1854 28.4953 28.2206 28.024 27.5552 threshold=0.13270235061645502 0.78322452306747448 0.0043998162727802515 0.98755538463592529 0.00022280584380490002 0.026551560498774003 0.3781151175498963 5.5000000000000009 0.034723896792862259 2.5000000000000004 0.040202020202020204 1.5000000000000002 1.5000000000000002 1.5000000000000002 0.90508365508365518 0.051836094939543158 0.0011766494717448501 47.500000000000007 0.49844720496894418 0.99951267242431652 0.96352549889135264 0.047905909351692456 0.48581488933601619 1.5000000000000002 3.5000000000000004 414.50000000000006 0.49341991341991348 1.0000000180025095e-35 3.5000000000000004 0.94052824378013633 decision_type=2 2 2 2 2 2 2 2 2 10 2 8 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 4 17 -1 15 9 -5 -7 10 27 21 22 18 19 -4 -6 29 -12 25 -19 -8 -10 -23 -13 -9 -24 -2 -17 -3 right_child=1 3 5 7 16 8 11 14 12 -11 13 24 -14 -15 -16 28 -18 20 -20 -21 -22 23 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010982917258844475 0.011424916874842705 0.01365726441181773 -0.002112526977868259 0.017482338931190177 -0.0093836130640073904 0.0032815965440079549 0.012353566423725615 0.017915085263110603 -0.0016823662725565251 -0.0021377764519606999 0.0025154251852330368 0.0081359317605474088 -0.0029250131384168732 0.001991796424217848 0.017228686193224447 -0.0042696695671813854 -0.0076285851222013968 0.0098700232378426157 0.0084570137909859584 0.019991791786522134 0.023110890680814542 0.01079447797063844 0.0005863165566158357 0.0072099263909967161 0.0031812172866493298 0.0063384437125830776 0.0056730390257570549 0.0060715563325418878 -0.0065025762886024123 0.015661844674253605 leaf_weight=57749.6224347651 197.173548579216 1340.4744820147753 538.66737663000822 29227.597137719393 4001.8338987007737 515.01922331750393 472.4560192078352 612.69613687694073 318.84709167480469 166.3931076452136 201.29515947401524 331.45583780109882 1034.2425700128078 589.05276395380497 988.07618516683578 1065.1763397529721 2540.1947609558702 307.60952788591385 360.13773310184479 4641.8311679512262 21.153585970401764 544.94693304598331 289.00981194525957 475.25680699944496 214.70153596997261 23.382902771234512 177.92738487571478 196.71608226001263 1190.0083334296942 1403.9334493726492 leaf_count=632072 974 5741 3872 119989 38780 2945 2046 2522 2287 1127 1174 1580 8158 3873 4055 8208 23001 1436 1796 18687 92 2453 1798 2498 1237 99 990 940 10931 5819 internal_value=0 0.0165911 -0.0101599 0.0175211 -0.0107508 -0.00275238 0.00702528 0.0178036 -0.000296639 0.00456909 0.0052917 0.00908626 -0.00130918 0.00410723 0.0193021 -0.00480484 -0.00870216 0.014259 0.00632673 0.0196902 0.010722 0.0101467 0.000817556 0.00912463 0.00618817 0.0174895 0.00252462 0.00875135 -0.00544792 0.0146827 internal_weight=0 42316.3 69420.5 38566.8 64291.7 5128.9 3749.59 35493.6 2335.05 1710.77 1544.38 2038.82 1820.03 1150.49 6265.99 2793.85 6542.03 3073.17 561.433 5277.91 328.763 1492.66 785.784 1020.2 546.157 636.079 466.937 393.89 2255.18 2744.41 internal_count=911180 178138 733042 158440 693853 39189 19698 145352 16178 9884 8757 9814 13233 6843 25363 23011 61781 13088 2970 21308 1528 6997 5075 4951 2817 2621 2788 1914 19139 11560 is_linear=0 shrinkage=0.01 Tree=76 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 10 9 10 10 9 9 9 10 10 2 9 9 4 9 4 0 9 2 4 9 9 4 9 9 split_gain=185120 3729.43 3035.39 576.882 437.861 361.174 307.958 183.965 180.462 168.145 134.264 105.03 87.3508 81.788 73.4133 72.7443 65.2366 73.4673 63.1491 63.0345 52.969 51.2094 47.9167 52.399 57.9092 46.8496 45.05 45.985 38.665 46.3895 threshold=0.13270235061645502 0.78322452306747448 0.0043998162727802515 6.3850000000000007 8.2700000000000014 0.98755538463592529 0.00022280584380490002 2.4750000000000005 0.026551560498774003 0.3781151175498963 7.4250000000000007 3.2650000000000001 5.5150000000000006 0.049213243648409809 0.99977076053619396 1.0000000180025095e-35 7.0450000000000008 3.3250000000000006 1.5000000000000002 5.6250000000000009 1.5000000000000002 1.0000000180025095e-35 3.6650000000000005 0.16749174917491746 1.5000000000000002 3.0250000000000004 5.5050000000000008 2.5000000000000004 3.5350000000000006 5.4250000000000007 decision_type=2 2 2 8 8 2 2 10 2 2 8 10 8 2 2 2 10 10 10 10 10 2 10 2 10 10 10 10 10 10 left_child=2 4 6 8 9 12 -1 -7 -4 15 -8 -10 22 -5 -9 21 17 -16 -11 20 -13 -2 -3 -24 -25 -17 27 -27 -20 -30 right_child=1 5 3 13 -6 7 10 14 11 18 -12 19 -14 -15 16 25 -18 -19 28 -21 -22 -23 23 24 -26 26 -28 -29 29 -31 leaf_value=-0.010968719975059936 0.012314436754269839 0.014560898342916974 -0.005833357231175753 0.0037531465204967713 0.015292011032921391 0.017096844264636007 -0.0091415144738454454 0.016974651990568898 0.0024219727192944418 0.0088333799243649532 -0.0042743682833501695 -0.0022779964573033397 0.016293952169436594 0.011489130302561899 0.018543509414955014 0.0062781163306668674 0.017180224596359601 0.020362654794730876 0.0099589842594777732 0.0035674892225582293 -0.0063504155597314841 0.0040056111851465197 0.015002577607185446 0.011814978025731058 0.0058749913491768129 0.000998188451001694 0.0062498517087479638 -0.0064759333685580093 0.00048154754317934436 0.0080934010675688447 leaf_weight=57248.637508928776 126.43061853945255 862.36917258799076 2446.5919884294271 448.39778757095337 537.74593725800514 21966.452256307006 5872.2127051874995 2347.0117443501949 456.75618620961905 1260.4045673012733 627.32276844233274 958.3545638769865 1135.3193567246199 196.58038727939129 5648.9424859583378 208.40878550708294 1803.131265565753 3657.3850312680006 101.98967681825161 132.7230958044529 479.03079918026924 179.47666023671627 294.02043426036835 553.94144639372826 233.22835087776184 746.03816258907318 142.78953078389168 92.527720741927624 243.03777292370796 119.39759810268879 leaf_count=632072 617 3517 20865 2755 2252 90684 57096 9553 2510 6022 4685 7133 4752 958 22836 989 7522 14757 457 961 4007 891 1233 2485 1101 4837 925 691 1384 633 internal_value=0 0.0164472 -0.0101396 -0.00273049 0.00693889 0.0173753 -0.0107345 0.0176609 -0.00400524 0.00554412 -0.00867175 -0.00179856 0.0140901 0.00611097 0.0185816 0.00309035 0.0189211 0.0192584 0.0076719 -0.00302634 -0.00363519 0.00743963 0.0128028 0.0114005 0.010055 0.00197208 0.00105762 0.000173491 0.00451974 0.00298913 internal_weight=0 42260 68866.6 5118.43 3758.25 38501.8 63748.2 35422.9 4473.46 3220.5 6499.54 2026.86 3078.88 644.978 13456.5 1495.67 11109.5 9306.33 1724.83 1570.11 1437.39 305.907 1943.56 1081.19 787.17 1189.76 981.355 838.566 464.425 362.435 internal_count=911180 178138 733042 39189 19698 158440 693853 145352 35476 17446 61781 14611 13088 3713 54668 8950 45115 37593 8496 12101 11140 1508 8336 4819 3586 7442 6453 5528 2474 2017 is_linear=0 shrinkage=0.01 Tree=77 num_leaves=31 num_cat=0 split_feature=9 9 2 9 9 9 1 2 4 9 1 2 9 9 9 9 9 4 9 9 9 9 9 9 4 1 4 9 2 9 split_gain=83685.4 4410.3 2453.61 1247.7 1849.08 1626.81 1110.23 1125.39 1102.56 986.139 709.135 641.617 502.419 459.338 714.83 377.34 369.029 352.546 326.468 319.002 277.409 258.617 501.365 212.901 667.311 182.281 179.581 285.171 178.858 178.712 threshold=3.3550000000000004 2.6750000000000003 1.0000000180025095e-35 6.2150000000000007 8.4800000000000022 4.495000000000001 0.091372912801484213 0.90943267259056748 5.5000000000000009 8.1200000000000028 1.0000000180025095e-35 0.22271825396825398 1.3750000000000002 8.8850000000000016 5.5950000000000006 3.7650000000000001 4.205000000000001 2.5000000000000004 4.4750000000000005 2.9750000000000005 4.9150000000000009 7.035000000000001 6.9850000000000012 9.7700000000000014 5.5000000000000009 0.59921259842519692 1.5000000000000002 7.3800000000000008 0.52391349552921618 4.995000000000001 decision_type=10 10 2 10 10 10 2 2 8 10 2 2 10 10 10 10 10 10 10 10 10 10 10 10 10 2 10 10 2 10 left_child=1 12 8 5 6 15 7 -5 13 11 -7 -8 -1 14 16 -4 -2 19 -17 -3 -10 22 25 24 -6 -13 -16 -28 -21 -12 right_child=2 17 3 4 23 10 9 -9 20 -11 29 21 -14 -15 26 18 -18 -19 -20 28 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.014637996340147705 0.0020359824464900927 0.0084746624497595655 -0.0013345217624113487 0.015944856883162679 -0.0071931775268548794 -0.0021159147482583689 0.012133486832768419 -0.003513884004333391 -0.0052193272208602834 0.010506805327599794 -0.0077663196483282919 -0.0056001997512844792 0.011710582402062587 -0.010724911135193471 0.0069015613203410745 -0.0060451409341436826 -0.0046035614792667452 -0.0030527969838214913 0.0027052225250678956 0.0063064568660030022 0.013569398470836259 -0.007931791111911406 0.013329051380761807 -0.010024911534665167 0.018575973288963484 0.0030744947840724429 -0.004558072353069007 0.013410115682015021 0.0025235502072951223 -0.0092435675559402238 leaf_weight=20551.396031625569 1035.6621083840728 4358.3573905751109 3290.9783301502466 753.00382099300623 1972.2480518519878 1633.0322256237268 228.99613461643457 491.02910821884871 90.914073474705219 522.04460634291172 11312.990007407963 1529.961303524673 8202.6792660355568 604.32498624175787 1004.3344269543886 6356.0392455756664 4366.5248148813844 404.60433384776115 457.02997878193855 3162.3349405750632 579.35184954106808 1737.6504542306066 178.65979088842869 3070.3809574916959 105.8864009976387 287.79943864792585 384.94364569336176 114.63048835843801 2066.6571409329772 29658.985919140279 leaf_count=90189 6912 23378 26452 3220 21349 13023 1251 4454 738 2938 118212 15544 39074 6831 5784 62077 36253 3145 3410 18378 2628 18942 964 36112 436 2228 3240 522 14237 329259 internal_value=0 0.0118141 -0.00642301 -0.00708622 -0.0040027 -0.00772257 -9.42382e-05 0.00826435 -0.00126802 -0.00241265 -0.00857811 -0.0041145 0.0138029 -0.00236474 -0.00163318 -0.00411505 -0.00333068 0.00609079 -0.00545815 0.00647666 0.0110209 -0.00511093 -0.0026557 -0.00835194 -0.00588017 -0.00422677 0.00446442 -0.000435156 0.00481134 -0.00883568 internal_weight=0 38746 71767.4 63586.7 10877.7 52709.1 5729.14 1244.03 8180.69 4485.11 42605 3963.07 28754.1 7510.42 6906.1 10104 5402.19 9991.95 6813.07 9587.35 670.266 3734.07 1996.42 5148.52 2078.13 1817.76 1503.91 499.574 5228.99 40972 internal_count=911180 188401 722779 659871 107438 552433 49541 7674 62908 41867 460494 38929 129263 59542 52711 91939 43165 59138 65487 55993 3366 37678 18736 57897 21785 17772 9546 3762 32615 447471 is_linear=0 shrinkage=0.01 Tree=78 num_leaves=31 num_cat=0 split_feature=9 9 5 9 4 1 9 1 5 9 2 5 9 9 9 5 9 4 9 9 9 1 1 1 9 9 9 3 1 2 split_gain=82194.2 4350.31 3324.81 2760.02 3256.24 1609.03 1374.57 935.626 895.43 852.829 834.253 429.455 411.286 380.54 371.583 371.469 354.082 349.772 292.007 275.281 375.871 255.929 242.431 238.685 262.469 232.774 231.102 220.781 188.658 179.282 threshold=3.3550000000000004 2.6750000000000003 30.500000000000004 6.1150000000000011 1.5000000000000002 0.77442071785552036 4.495000000000001 1.0000000180025095e-35 16.500000000000004 6.9850000000000012 0.99938118811881205 1.5000000000000002 3.5950000000000002 8.8850000000000016 2.6750000000000003 3.5000000000000004 7.3800000000000008 2.5000000000000004 6.2550000000000008 4.4750000000000005 3.8350000000000004 0.27293771043771048 0.028778467908902653 0.98936170212765973 5.3350000000000009 3.1750000000000003 5.3350000000000009 28.500000000000004 0.47839423846359036 0.41625412541254131 decision_type=10 10 2 10 10 2 10 2 2 10 2 2 10 10 8 2 10 10 10 10 10 2 2 2 10 10 10 10 2 2 left_child=1 8 3 6 5 16 15 26 14 18 13 28 -4 -11 -1 19 29 -12 -6 20 -2 -10 -14 -9 -25 27 -8 -13 -3 -5 right_child=2 11 12 4 9 -7 7 23 21 10 17 25 22 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.012634151622898413 0.0013545200607016656 0.0058311685218600988 -0.0014295705885490407 0.0047296234883780668 -0.0096962568491630215 0.011554138151750682 -0.0043095243423105396 -0.0079305557129380824 0.0034165453990349006 0.013536881886417098 0.016394589666617426 0.0090582810900407471 -0.0044415047085567825 1.4808988453746291e-05 0.01514718067809352 -0.0059757442553293495 -0.0091027021200038079 -0.01002018030633987 0.0026909249622677728 0.0077786177735495081 -0.0038023574989406506 0.010175827142824665 -0.0096805444402809169 -0.0063935338821289557 0.0043760775807219886 -0.00060167363410336839 0.00048609117658484486 0.0033072262027400733 0.0094865046893210462 -0.0049950401137237302 leaf_weight=9057.1357381716371 2513.3765566647053 2589.7664139196277 649.93090853095055 280.19538719207048 262.76073167473078 501.15357558429241 3676.7907537668943 23517.376882113516 762.07451828569174 2197.8520950824022 62.179480768740177 926.14178372174501 917.01565549522638 229.88885732740164 16793.556559085846 2025.9872827231884 3017.9137449637055 258.66726513952017 690.13082902878523 335.11589170992374 3229.5250879526138 2114.2856026366353 23990.015256226063 737.2286646142602 326.52608418464661 994.97393140941858 1382.8057416379452 2390.4879351258278 3104.6129180192947 586.18904788047075 leaf_count=41290 17317 14619 5500 1881 2684 2347 30340 246765 4857 10533 268 5118 9298 2037 72095 20012 33546 2939 5155 1952 27634 11021 278064 6479 2157 7873 10313 15878 15650 5558 internal_value=0 0.0116999 -0.00639274 -0.0047812 0.000520431 -0.00530928 -0.00591709 -0.00691493 0.0136778 0.00742738 0.0102536 0.00602138 -0.00928273 0.0122564 0.0142667 -0.00226745 -0.007485 -0.00490105 -0.000724852 -0.00103136 -0.00154545 0.008385 -0.00948766 -0.00772098 -0.00308774 0.00364052 -0.00299887 0.00491316 0.00782408 -0.00185001 internal_weight=0 38733 71388.6 45831.7 8086.93 4385.45 37744.7 29640.7 28727.1 3701.48 2748.59 10006 25557 2427.74 25850.7 8104 3884.3 320.847 952.892 6078.02 5742.9 2876.36 24907 24581.1 1063.75 4311.6 5059.6 3316.63 5694.38 866.384 internal_count=911180 188401 722779 429917 66948 43332 362969 296054 129263 23616 15777 59138 292862 12570 113385 66915 40985 3207 7839 46903 44951 15878 287362 255401 8636 28869 40653 20996 30269 7439 is_linear=0 shrinkage=0.01 Tree=79 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 10 9 10 10 9 9 9 10 10 9 9 2 9 4 4 0 9 9 4 1 9 1 4 0 split_gain=179242 3583.09 3024.47 542.25 402.408 341.438 307.793 204.93 178.236 162.796 127.704 92.9627 80.4766 78.9305 73.4881 73.0388 73.0725 68.5035 62.2531 60.2727 52.4635 49.8094 39.828 44.5421 45.2889 38.9356 64.9063 35.9498 43.1788 34.9779 threshold=0.13270235061645502 0.78322452306747448 0.0043998162727802515 6.3850000000000007 8.2700000000000014 0.98755538463592529 0.00025326936156485003 2.5750000000000006 0.026551560498774003 0.3781151175498963 6.2150000000000007 3.2650000000000001 5.5150000000000006 0.049213243648409809 0.99977076053619396 7.0450000000000008 3.3250000000000006 1.0000000180025095e-35 5.6250000000000009 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 3.0250000000000004 5.5050000000000008 2.5000000000000004 1.0000000180025095e-35 3.6650000000000005 0.82683658170914553 1.5000000000000002 1.0000000180025095e-35 decision_type=2 2 2 8 8 2 2 10 2 2 8 10 8 2 2 10 10 2 10 10 10 2 10 10 10 2 10 2 10 2 left_child=2 4 6 8 9 12 -1 -7 -4 17 -8 -10 25 -5 -9 16 -16 21 20 -11 -13 -2 -19 24 -24 29 -27 28 -28 -3 right_child=1 5 3 13 -6 7 10 14 11 19 -12 18 -14 -15 15 -17 -18 22 -20 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31 leaf_value=-0.010935205345602383 0.012112244620514056 0.017470680251053125 -0.0057637085656385449 0.0035396600357241992 0.014863344593740493 0.016806232796446764 -0.0091089115845046729 0.016774590862071347 0.0022058340201155085 0.0087521444341468347 -0.0046857874908379686 -0.0021634820277790724 0.016025839133614689 0.011113822405595599 0.018345074130913703 0.01690849733741661 0.020203274119523475 0.0059645438980579259 0.0036608069587206666 0.0045341120828722601 -0.0062424167350723005 0.0039316651588514433 0.0011007117194661192 0.0063385747227511138 -0.0063645752713058605 0.01407007601337531 0.010725974050231575 0.016505261419042502 0.0052124270438437884 0.01247561616760982 leaf_weight=56505.359306775033 127.03046387434006 271.70171521604061 2422.4964595362544 451.6785319596529 538.91915138065815 22439.983004808426 5344.5562097504735 2300.0134882628918 460.90557765215635 1261.0248568952084 743.56214223057032 949.42305099964142 1132.9410324394703 197.85529568791389 5023.8488809168339 1788.4099484533072 3656.5636197328568 210.25334848463535 132.00688422471285 463.20334418118 472.1387375742197 179.74410916864872 741.34559866786003 142.18105913698673 91.268733315169811 649.92746512591839 454.50970469415188 70.701579362154007 206.60584977269173 289.62360340356827 leaf_count=635547 617 1122 20865 2755 2252 93355 52450 9367 2510 6022 5856 7133 4752 958 20351 7522 14757 989 961 2474 4007 891 4837 925 691 2658 2073 307 992 1184 internal_value=0 0.0161883 -0.0101024 -0.00268677 0.0068663 0.0171026 -0.010705 0.0173817 -0.00393601 0.00552622 -0.0085687 -0.00173813 0.0139076 0.00584683 0.0183931 0.0187487 0.0191278 0.00310743 -0.0029082 0.007619 -0.00351821 0.00731911 0.00201714 0.00116573 0.000282389 0.0126725 0.0117702 0.00972774 0.00900293 0.0148934 internal_weight=0 42039.8 67680 5086.5 3754.97 38284.8 62593.5 35208.8 4436.97 3216.05 6088.12 2014.47 3076.01 649.534 12768.8 10468.8 8680.41 1491.82 1553.57 1724.23 1421.56 306.775 1185.05 974.795 832.614 1943.07 1381.74 731.817 661.116 561.325 internal_count=911180 178138 733042 39189 19698 158440 693853 145352 35476 17446 58306 14611 13088 3713 51997 42630 35108 8950 12101 8496 11140 1508 7442 6453 5528 8336 6030 3372 3065 2306 is_linear=0 shrinkage=0.01 Tree=80 num_leaves=31 num_cat=0 split_feature=0 2 4 2 3 2 2 4 4 2 2 7 4 3 2 2 4 4 2 2 4 2 2 3 2 4 2 3 2 2 split_gain=14170.9 9185.21 3272.57 1915.23 1893.62 1154.49 2363.53 1025.38 905.886 866.553 2248.33 584.479 475.207 370.936 356.764 1691.67 740.297 701.164 318.822 932.847 431.346 284.871 430.319 268.16 265.761 296.062 255.547 244.775 241.23 225.876 threshold=1.0000000180025095e-35 0.25108695652173912 2.5000000000000004 0.99938118811881205 26.500000000000004 0.51234756097560985 0.49341991341991348 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 0.24165739710789766 1.0000000180025095e-35 1.5000000000000002 22.500000000000004 0.92342186961021067 0.90501253132832093 1.5000000000000002 1.5000000000000002 0.33248299319727892 0.33477011494252878 1.5000000000000002 0.67574992574992587 0.49341991341991348 29.500000000000004 0.46697819314641748 2.5000000000000004 0.90943267259056748 29.500000000000004 0.50155279503105599 1.0000000180025095e-35 decision_type=2 2 10 2 8 2 2 10 10 2 2 2 10 8 2 2 8 10 2 2 8 2 2 8 2 10 2 8 2 2 left_child=1 9 3 5 11 6 18 -8 21 -1 -11 24 23 -5 15 17 -17 -7 -3 20 -20 22 29 -12 25 -2 -18 -22 -9 -6 right_child=4 2 -4 13 8 14 7 28 -10 10 12 -13 -14 -15 -16 16 26 -19 19 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0085927742498626506 -0.0032929297644267337 -0.0067197215233743704 -0.008193123388160653 -0.0024538971890944125 0.0078022133119797716 -0.0032285424647246685 0.00014461505526722421 0.0092080310279516169 0.0032112350172510424 -0.0036833824283861302 0.002942090957125206 0.0159392307381413 0.0010243787700190932 0.0064640880327479621 -0.0071929442990870873 -0.0054925187556370356 0.014586479157472609 -0.0066292243296619535 -0.00081331914176772198 -0.0038998136086047493 -0.0017673170774856995 0.0044625425363351246 0.010384371068995575 0.012281306285382191 0.0032277819288017294 0.0082562970945016662 -0.0049547040871914605 0.010555313102846606 -0.0083458692553938091 0.0030567308063878941 leaf_weight=6220.3672273159027 2671.5175101086497 2176.9830458983779 12230.906199507415 563.33115484565496 7788.2797558829188 22171.163675442338 2752.1243036612868 2759.2210489436984 4301.3291173800826 2586.9799972772598 359.99381846189499 222.66476887464523 604.44263280183077 2710.8314592689276 3242.4058495014906 293.62316831946373 781.35207893699408 8345.072652310133 1157.0991805270314 9533.1734588369727 200.96397714316845 1751.8883215636015 7993.1798430085182 2106.3736792728305 1218.8077085092664 242.0735199674964 73.190700449049473 814.6436048746109 80.571905240416527 1151.2871033027768 leaf_count=33929 23574 22167 136552 5086 43990 207193 22084 16242 30037 24278 2597 953 4534 17033 35464 2871 3596 88406 9730 91420 1749 11549 41283 10433 8608 1432 750 4498 903 8239 internal_value=0 -0.00211306 -0.00349484 -0.00249816 0.00620329 -0.00294537 -0.000994682 0.00449444 0.00734881 0.00601682 0.00318472 0.000157211 0.00897071 0.00492972 -0.00403367 -0.00371016 0.00820596 -0.0041585 -0.00320566 -0.00255214 0.00336104 0.00830131 0.00869848 0.0109181 -0.000693167 -0.00233337 0.0129128 0.00811697 0.00870998 0.00719106 internal_weight=0 81764.8 69886.7 57655.8 27341 54381.6 19474.8 5591.92 22986 11878.2 5657.79 4355.06 3070.81 3274.16 34906.8 31664.4 1148.17 30516.2 13882.9 11705.9 2172.71 18684.6 16932.7 2466.37 4132.4 2913.59 854.543 1015.61 2839.79 8939.57 internal_count=911180 741515 665744 529192 169665 507073 168793 39229 135098 75771 41842 34567 17564 22119 338280 302816 7217 295599 129564 107397 15977 105061 93512 13030 33614 25006 4346 6247 17145 52229 is_linear=0 shrinkage=0.01 Tree=81 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 10 9 10 10 9 9 9 10 10 9 9 9 4 4 1 4 9 9 1 9 9 1 4 1 split_gain=175768 3539.7 3015.95 530.84 392.674 344.976 309.488 194.281 175.732 158.181 127.782 90.3689 80.279 76.7403 70.1059 64.414 79.4367 61.3606 59.3942 57.8284 57.029 51.0785 50.2459 37.9569 60.9533 37.7151 65.7133 34.1812 41.3487 32.9932 threshold=0.13270235061645502 0.78322452306747448 0.0043998162727802515 6.3850000000000007 8.2700000000000014 0.98755538463592529 0.00022280584380490002 2.4750000000000005 0.026551560498774003 0.3781151175498963 6.2150000000000007 3.2650000000000001 5.5150000000000006 0.049213243648409809 0.99977076053619396 7.0450000000000008 3.3250000000000006 5.6250000000000009 2.5000000000000004 2.5000000000000004 0.019324122479462254 1.5000000000000002 3.0250000000000004 3.6650000000000005 1.0000000180025095e-35 4.0550000000000006 5.2650000000000006 0.82683658170914553 1.5000000000000002 0.028778467908902653 decision_type=2 2 2 8 8 2 2 10 2 2 8 10 8 2 2 10 10 10 10 10 2 10 10 10 2 10 10 2 10 2 left_child=2 4 6 8 9 12 -1 -7 -4 18 -8 -10 23 29 -9 16 -16 21 20 25 -2 -13 -22 -3 -25 -11 -27 28 -26 -5 right_child=1 5 3 13 -6 7 10 14 11 19 -12 17 -14 -15 15 -17 -18 -19 -20 -21 22 -23 -24 24 27 26 -28 -29 -30 -31 leaf_value=-0.010925851486863487 0.0073457828661111467 0.014064348783035474 -0.0057275722822689151 0.0084974771906054375 0.01467029628294601 0.016637348137588676 -0.0091283158601067147 0.016598965908114046 0.0021593121216115577 0.0098738467766080976 -0.0048075460653559136 -0.0021542788531705749 0.015847838465846312 0.010951303770568214 0.018089804023164152 0.016759429288651376 0.019983608456384045 0.0036357941461605502 -0.0028856165120015355 0.0017447350277111065 0.0068987406067878799 -0.0061894544265216692 0.001415578551173756 0.014688132597326969 0.010590394636094637 0.0048472801096215478 0.010616025870698107 0.016205824435445042 0.005198172965118669 0.002034909355638553 leaf_weight=55538.237904019654 329.95380266010761 862.82385304570198 2410.8244479969144 101.99765656143427 539.31242287158966 21687.951443269849 5599.1055603325367 2346.2840817123652 461.66612216085196 675.72822819650173 779.78539533913136 948.39425458759069 1132.7229644060135 198.43572077900171 5616.981987029314 1779.428984478116 3656.8530976176262 132.14960996061563 150.70362947136164 158.05337595939636 211.14720821380615 468.74580124020576 801.56822531670332 349.82640653848648 455.95117419958115 600.59984904527664 294.18860703706741 71.075833469629288 206.66726168990135 350.32794643938541 leaf_count=632072 1618 3517 20865 611 2252 90684 55560 9553 2510 2983 6221 7133 4752 958 22836 7522 14757 961 1064 883 981 4007 5287 1447 2073 3138 1492 307 992 2144 internal_value=0 0.0160285 -0.0100789 -0.00266582 0.00677282 0.0169406 -0.0106862 0.0172222 -0.00390684 0.00545088 -0.00860012 -0.00172407 0.0137312 0.00576669 0.0181689 0.0185022 0.0188366 -0.00288127 0.00306704 0.00751036 0.00373517 -0.00348899 0.0025588 0.0124994 0.0112533 0.0080906 0.00674393 0.0096155 0.00890859 0.00349219 internal_weight=0 41927.8 66989.7 5072.54 3761.26 38166.6 61917.1 35087.5 4421.78 3221.94 6378.89 2010.96 3079.07 650.761 13399.5 11053.3 9273.84 1549.29 1493.37 1728.57 1342.67 1417.14 1012.72 1946.34 1083.52 1570.52 894.788 733.694 662.618 452.326 internal_count=911180 178138 733042 39189 19698 158440 693853 145352 35476 17446 61781 14611 13088 3713 54668 45115 37593 12101 8950 8496 7886 11140 6268 8336 4819 7613 4630 3372 3065 2755 is_linear=0 shrinkage=0.01 Tree=82 num_leaves=31 num_cat=0 split_feature=5 1 4 1 1 1 1 4 1 0 5 5 5 1 5 0 1 4 5 1 4 5 1 1 1 1 1 0 4 4 split_gain=27497.7 3175.04 2682.66 1946.42 2069.26 1488.86 2372.26 1244.97 1165.37 1120.59 660.221 626.775 589.47 507.724 554.075 476.353 469.538 371.151 406.931 478.915 350.303 370.348 310.944 262.895 254.004 238.575 237.188 340.478 495.992 223.009 threshold=3.5000000000000004 0.98936170212765973 2.5000000000000004 0.48581488933601619 0.091372912801484213 0.50144508670520238 0.66522988505747138 1.5000000000000002 0.028778467908902653 1.0000000180025095e-35 1.5000000000000002 28.500000000000004 2.5000000000000004 0.087337909992372217 1.5000000000000002 1.0000000180025095e-35 0.012270400481782552 5.5000000000000009 4.5000000000000009 0.25092592592592594 1.5000000000000002 1.0000000180025095e-35 0.24494897959183673 0.12062851552946931 0.23845060412224586 0.23845060412224586 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 decision_type=2 2 10 2 2 2 2 10 2 2 2 2 2 2 2 2 2 10 2 2 10 2 2 2 2 2 2 2 10 10 left_child=2 7 3 4 12 -5 -7 15 -4 20 -8 17 13 14 26 16 -2 18 19 22 21 24 -9 -18 -6 -11 27 -1 -29 -19 right_child=1 -3 8 5 9 6 10 11 -10 25 -12 -13 -14 -15 -16 -17 23 29 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0093396126145201732 0.0012312705106581375 0.0073990545980308691 0.0051768241978526076 0.010233199398784032 -0.0025704190358668039 -0.0010233782850263631 0.0086073634243195481 -0.0049960671537174987 -0.005864419911974326 -0.0012877328000586682 0.00034625762190190827 -0.0091717406277981479 -0.0029023506171282983 0.014215316011641997 -0.00019732927066953319 0.00024837842726071227 -0.0079924190319904196 0.01222466729460777 -0.006859171637440856 -0.0071378304254329228 -0.0042337291769383775 -0.003882696112588927 0.013672387853777605 -0.0048425232540658522 0.0026196911799774422 0.0073224631940787049 -0.00058633253552210155 0.0067143433609944915 -0.0003458437188230469 -0.0054075271565279205 leaf_weight=3791.1143095940351 1184.8679297119379 1863.6065993160009 1352.5554788634181 10377.548149511218 1238.31049926579 4246.8257534503937 9790.8023925423622 127.63735556602478 3259.8722848594189 373.3580252751708 1073.4847214072943 12661.335107646883 717.00360834598541 783.57920424640179 1329.0031396821141 1904.7389927282929 2995.0843229740858 185.19863884150982 5872.4683530405164 406.39939033985138 2665.8656480908394 1799.4998928904533 296.43134984374046 22974.323860868812 3953.2785682529211 2330.7883105278015 443.36069125682116 7028.1150678023696 1159.1578602865338 117.07836046814919 leaf_count=20247 9794 10668 8500 54229 10994 35881 54366 1184 31646 3172 8489 150570 6559 3601 11217 15663 33927 1042 64151 4238 25160 16650 1308 231380 28780 13394 3636 40758 8802 1174 internal_value=0 -0.00541089 0.00468862 0.00532403 0.00348458 0.00731675 0.00531388 -0.00590083 -0.00262667 0.000443832 0.0077911 -0.00784385 0.00594908 0.00638574 0.00593958 -0.00458583 -0.00492493 -0.0054438 -0.0059326 0.000619445 -0.00114944 2.66741e-05 0.00805351 -0.0052058 0.00138173 0.00613366 0.00659616 0.00686201 0.00571476 0.00539534 internal_weight=0 50589.2 57713.5 53101.1 27612.4 25488.7 15111.1 48725.6 4612.43 12361.1 10864.3 19666.5 15251.3 14534.3 13750.8 29059 27154.3 7005.21 6702.94 830.468 9656.95 6991.09 424.069 25969.4 5191.59 2704.15 12421.7 11978.4 8187.27 302.277 internal_count=911180 525099 386081 345935 192970 152965 98736 514431 40146 98150 62855 223667 94820 88261 84660 290764 275101 73097 70881 6730 81584 56424 2492 265307 39774 16566 73443 69807 49560 2216 is_linear=0 shrinkage=0.01 Tree=83 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 10 9 10 10 9 9 10 9 10 9 1 5 5 5 1 9 9 9 1 0 9 9 5 5 split_gain=172300 3495.85 3007.11 520.657 382.842 347.998 311.14 183.675 154.411 153.059 127.328 108.736 101.447 79.8846 70.5956 69.1475 79.5588 64.0925 60.5205 53.1042 48.156 44.4631 52.7598 42.1953 42.1524 41.6703 41.3573 39.5775 39.2755 37.9689 threshold=0.13270235061645502 0.78322452306747448 0.0043998162727802515 5.6250000000000009 8.2700000000000014 0.98755538463592529 0.00022280584380490002 2.4750000000000005 0.51461192965507518 0.026551560498774003 6.2150000000000007 3.3550000000000004 0.036334333941340412 5.5150000000000006 0.99977076053619396 3.0250000000000004 0.023937770392229853 4.5000000000000009 3.5000000000000004 1.5000000000000002 0.81866537717601562 7.0450000000000008 3.3250000000000006 9.0500000000000025 0.019324122479462254 1.0000000180025095e-35 5.6350000000000007 5.1750000000000007 429.50000000000006 22.500000000000004 decision_type=2 2 2 8 8 2 2 10 2 2 8 10 2 8 2 10 2 2 2 2 2 10 10 8 2 2 10 10 2 2 left_child=2 4 6 9 8 13 -1 18 15 -4 -8 -11 23 29 -9 -2 25 21 -7 27 -19 22 -16 -5 -13 -17 -21 -18 -15 -3 right_child=1 5 3 12 -6 7 10 14 -10 11 -12 24 -14 28 17 16 19 20 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010909535107736347 0.0074802759076384373 0.012930031681920069 -0.0059620344417428374 -0.0012763018280658952 0.014476434384123651 0.016289358633094605 -0.009098545854125754 0.016409538260570847 0.0082554679693937951 0.0019303807259100367 -0.0047756730557089776 -0.00013021172764693056 0.0081751487595001799 0.015876908087821287 0.017451389905800731 0.0096224442348620508 0.002438395757982055 0.020053345086971874 0.017869212688855895 -0.0012504166239713933 0.0167504674777476 0.016066405898266016 0.019290379687417428 0.0040697253050696394 -0.0044286951853792977 0.0032568401417015125 0.0054903489717739234 0.0089003051587380946 -0.0011618726222450552 0.0090792106145251902 leaf_weight=54897.414854131639 393.77399119734764 1645.9709629118443 2229.6710539013147 288.83837077021599 539.64812496304512 18798.80355733633 5553.4464927017689 2346.2943585216999 1181.1989574730396 495.91505719721317 776.65199092775583 288.47794166952372 362.65663635730743 1118.4536181986332 4085.8978224545717 218.03901901841164 404.87521027773619 2681.2553603053093 2783.830570101738 603.67835652083158 528.43310223519802 1207.1004811376333 2523.6444357335567 302.01215433329344 1090.6319610178471 194.63466902077198 107.1793849170208 123.7530806735158 13.693979635834692 303.21631981432438 leaf_count=632072 1770 6939 19336 2501 2252 79366 55560 9553 5572 2729 6221 1786 2010 4685 16754 1073 2341 10784 11318 4286 2218 5168 10191 1692 9135 968 691 745 67 1397 internal_value=0 0.0158697 -0.0100553 -0.00264491 0.00668033 0.0167797 -0.0106675 0.0170637 0.00537664 -0.00419123 -0.00856816 -0.00208548 0.00401175 0.0135581 0.0179846 0.00371458 0.00281707 0.0183198 0.0164931 0.00155088 0.0195096 0.0178312 0.0181535 0.00145631 -0.00352955 0.00662015 -0.00023408 0.00395114 0.0156708 0.012331 internal_weight=0 41803.4 66285.7 5058.2 3766.78 38036.6 61227.5 34955.3 3227.13 4104.7 6330.1 1875.02 953.507 3081.33 13372.6 2045.93 1652.16 11026.3 21582.6 1239.49 3209.69 7816.64 6609.54 590.851 1379.11 412.674 710.858 528.628 1132.15 1949.19 internal_count=911180 178138 733042 39189 19698 158440 693853 145352 17446 32986 61781 13650 6203 13088 54668 11874 10104 45115 90684 8063 13002 32113 26945 4193 10921 2041 4977 3086 4752 8336 is_linear=0 shrinkage=0.01 Tree=84 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 1 4 4 1 10 1 4 1 10 4 1 1 1 10 1 1 1 4 10 10 10 1 1 split_gain=169614 3466.13 3002.83 353.819 313.424 238.625 166.856 74.1755 72.1754 54.695 52.6921 49.2022 44.7331 40.618 40.5359 42.9012 48.715 36.5465 35.5312 72.3535 33.9882 32.0044 31.5684 26.3535 24.0328 23.7777 22.9118 22.0252 21.6602 21.6082 threshold=0.13270235061645502 0.78322452306747448 0.0043998162727802515 0.98755538463592529 0.00022280584380490002 0.026551560498774003 0.3781151175498963 0.034723896792862259 2.5000000000000004 2.5000000000000004 0.040202020202020204 0.0011766494717448501 0.051836094939543158 1.5000000000000002 0.13363095238095238 0.94052824378013633 2.5000000000000004 0.047905909351692456 0.49844720496894418 0.091372912801484213 0.99951267242431652 0.49184758529020828 0.12560679611650488 1.0000000180025095e-35 2.5000000000000004 0.068259380757808671 0.65440738201141369 2.9517374969145752e-05 1.0000000180025095e-35 0.49844720496894418 decision_type=2 2 2 2 2 2 2 2 10 8 2 2 2 10 2 2 8 2 2 2 2 2 2 2 10 2 2 2 2 2 left_child=2 6 4 14 27 12 8 23 10 17 -2 -6 28 25 -3 16 -16 -8 19 -5 -21 -12 -11 -7 -14 -9 -19 -1 -4 -27 right_child=1 3 5 18 11 7 9 13 -10 22 21 -13 24 -15 15 -17 -18 26 -20 20 -22 -23 -24 -25 -26 29 -28 -29 -30 -31 leaf_value=-0.010968642282392763 0.0080935933553991993 0.01507404078224794 -0.0027077526540894114 0.01663521027244785 -0.0092442404008997309 0.0025279540102892449 0.011222647483900148 -0.0013661798900987904 -0.0020096563207316165 0.0095730731370172722 0.0021087825289886554 -0.0074301457251625133 -0.0048443600247181388 -0.0033319794190953328 0.011876705228138305 0.014032727154053737 0.004507625880800413 0.0071744103426223775 0.016625450220708281 0.015911213061781095 0.018140866762707573 0.0054467586039198181 0.00057703475682623095 0.012442237208127527 -0.0079043863226219719 -0.00068763462865112108 0.0099226653688276756 -0.010338587015990186 0.0039620218098993772 0.003448989981301916 leaf_weight=48147.194752424955 400.19036287069321 989.02328117191792 479.99690972268581 8834.5366963893175 3841.2041641250253 489.72797294706106 542.45351658761501 685.57139509171247 163.92728639394045 56.13140957057476 540.61312476545572 2447.8323714137077 1900.1861341074109 605.90141470730305 937.27026535570621 1059.7828956842422 99.204224810004234 861.03065985441208 17778.265473499894 752.28272961080074 7497.1151982694864 612.86923016607761 127.86724153161049 28.364032559096813 296.73808445781469 239.78791518509388 468.36012732982635 6270.9767471030354 54.186686351895332 266.75931214541197 leaf_count=564080 1914 4090 3427 37020 38780 2767 2331 5045 1127 265 3467 23001 16270 4873 4090 4447 461 4336 74619 3079 30634 3376 728 178 2869 1696 2154 67992 445 1619 internal_value=0 0.0157422 -0.0100356 0.0166511 -0.0106518 -0.00262424 0.00660177 -0.000263104 0.00430119 0.00852384 0.00496705 -0.00853815 -0.0046266 -0.00122374 0.0134053 0.012618 0.0111714 0.00903522 0.0169384 0.0172641 0.0179375 0.00388232 0.0033214 0.00307073 -0.00525768 -0.000152208 0.00814265 -0.010896 -0.00203118 0.00149081 internal_weight=0 41720.9 65754.4 37947.5 60707.2 5047.22 3773.44 2316.11 1717.6 2055.84 1553.67 6289.04 2731.11 1798.02 3085.28 2096.26 1036.47 1871.84 34862.2 17083.9 8249.4 1153.48 183.999 518.092 2196.92 1192.12 1329.39 54418.2 534.184 506.547 internal_count=911180 178138 733042 158440 693853 39189 19698 16178 9884 9814 8757 61781 23011 13233 13088 8998 4551 8821 145352 70733 33713 6843 993 2945 19139 8360 6490 632072 3872 3315 is_linear=0 shrinkage=0.01 Tree=85 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 1 1 5 1 5 5 10 1 1 5 1 10 1 5 1 5 3 10 1 10 5 5 split_gain=166983 3445.17 2999.7 315.809 291.812 235.108 217.741 159.091 72.6452 69.7048 72.3739 57.1262 54.4783 49.416 49.2454 46.6576 44.2358 38.7429 33.907 29.3237 28.083 26.0007 25.5768 25.2167 23.4796 22.3256 21.2381 20.0412 24.462 19.1972 threshold=0.13270235061645502 0.8784809708595277 0.0043998162727802515 0.00022280584380490002 0.51461192965507518 0.026551560498774003 0.99473056197166454 5.5000000000000009 0.034723896792862259 0.05298245614035086 1.5000000000000002 0.12560679611650488 1.5000000000000002 1.5000000000000002 0.0011766494717448501 0.90508365508365518 0.051836094939543158 455.50000000000006 0.48295234405269277 0.94052824378013633 0.48581488933601619 4.5000000000000009 0.50144508670520238 3.5000000000000004 17.500000000000004 2.9517374969145752e-05 1.0000000180025095e-35 0.2688089013099671 97.500000000000014 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 left_child=2 4 3 25 9 16 17 -8 21 29 18 -6 20 -13 -5 -9 26 19 -11 -3 -10 -7 -22 -18 -15 -1 -4 -12 -29 -2 right_child=1 6 5 14 11 8 7 15 12 10 27 13 -14 24 -16 -17 23 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.010956125222270319 0.0068175277337847911 0.01254295911256428 -0.0026853663938990334 -0.0092171316876223652 0.012453897035929687 0.0020732916006253052 0.016536087330302009 0.018703915000697201 -0.0015425113320107593 0.0033428191926694073 0.00041863701825231819 0.01066939001233461 -0.0027418445937693143 0.013641758727984017 -0.007396680519683581 0.016280337030467575 -0.0041003798176513419 0.00059565437039232633 0.0075411914200230511 0.014764746639976017 0.0052854303847551676 0.0082444262269356465 0.00047828860581629952 -0.0062494551012253312 0.0064795102561477228 -0.010319177258263864 0.003911369548674287 0.0047240163859410328 -0.00049983531318182641 0.010893393962889046 leaf_weight=47722.308447279036 473.77490749955177 794.77254000306129 479.16257349401712 3814.1125634536147 673.8265505284071 438.03904110193253 27916.162504941225 5097.2499279081821 314.12159408628941 299.16222547739744 435.21347088366747 774.94081479310989 1014.2648154050112 49.289211139082909 2434.3857358321548 940.98518881201744 1043.5259831547737 21.06227819621563 538.86106514930725 2351.969220533967 179.58624146878719 80.879991210997105 288.46365056186914 1145.1534458324313 641.27525572478771 6220.1989604085684 54.33875147998333 351.92083726078272 120.27977572381496 152.83494158834219 leaf_count=564080 2187 3354 3427 38780 2875 2428 117461 20600 2287 1725 3028 3409 8158 229 23001 3959 8208 94 2636 9754 991 517 1797 10931 3190 67992 445 2059 793 785 internal_value=0 0.0156177 -0.0100158 -0.0106361 0.00736595 -0.00260305 0.0166205 0.0168544 -0.000260583 0.00495063 0.00392352 0.010044 -0.00121259 0.00893595 -0.00850789 0.0183262 -0.00459544 0.0141131 0.00604243 0.0142036 0.000770449 0.00303514 0.00232274 -0.00522481 0.00699072 -0.0108827 -0.00201347 0.00196664 0.00339339 0.00781166 internal_weight=0 41633.6 65228.5 60191 4511.38 5037.54 37122.2 33954.4 2315.36 2372.05 1745.44 2139.33 1796.44 1465.51 6248.5 6038.24 2722.18 3167.8 838.023 3146.74 782.171 518.919 468.05 2188.68 690.564 53942.5 533.501 907.414 472.201 626.61 internal_count=911180 178138 733042 693853 22916 39189 155222 142020 16178 13213 10241 9703 13233 6828 61781 24559 23011 13202 4361 13108 5075 2945 2788 19139 3419 632072 3872 5880 2852 2972 is_linear=0 shrinkage=0.01 Tree=86 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 10 10 9 10 9 9 10 4 5 5 4 9 4 9 9 10 9 9 5 9 5 5 2 2 split_gain=164403 3425.92 2996.41 512.019 414.776 318.203 267.388 222.545 175.262 147.041 129.389 106.466 96.2053 69.9395 57.5297 57.017 56.9239 56.6121 48.0849 47.1337 46.0919 45.4639 60.7656 41.3687 72.3041 40.9071 39.6177 37.5948 35.9913 34.569 threshold=0.13270235061645502 0.8784809708595277 0.0043998162727802515 5.6250000000000009 7.6900000000000004 0.00022280584380490002 0.51461192965507518 0.99473056197166454 2.6250000000000004 0.026551560498774003 6.2150000000000007 3.3550000000000004 0.036334333941340412 2.5000000000000004 35.500000000000007 3.5000000000000004 1.5000000000000002 5.3550000000000013 1.5000000000000002 6.1150000000000011 3.8050000000000002 0.99989646673202526 3.3250000000000006 3.6650000000000005 15.500000000000002 9.0500000000000025 455.50000000000006 23.500000000000004 0.15074051531750862 0.97385509227614497 decision_type=2 2 2 8 8 2 2 2 10 2 8 10 2 10 2 2 10 8 10 10 10 2 10 10 2 8 2 2 2 2 left_child=2 4 5 9 6 -1 13 17 15 -4 -7 -11 25 14 28 -9 27 23 -13 21 -16 -10 -23 -3 -25 -5 -19 -8 -2 -27 right_child=1 7 3 12 -6 10 16 8 19 11 -12 18 -14 -15 20 -17 -18 26 -20 -21 -22 22 -24 24 -26 29 -28 -29 -30 -31 leaf_value=-0.010869441109917546 0.0074464695561238282 0.014318680467429542 -0.0058742460576209771 -0.0011846083254735554 0.014215397369570476 -0.0090190233464608732 0.010603855051127311 0.016004954596910984 0.016415600103135676 0.0019076622466584834 -0.0046277969638162117 -0.0021790681888729456 0.0080618523696513282 -0.0022640109929732057 0.0057331990067169391 0.017492833444228046 0.0057001263020557084 0.015621262971577999 -0.0061528060559755239 0.016584003750620146 -0.0022053903184139794 0.0176412989399479 0.019458989247830794 0.012560288637652029 0.0050296912214488742 0.0028059547194596479 -0.0026553452823616427 0.0060424109202703051 0.0039777376905225119 0.01300978302893048 leaf_weight=53470.482351340353 410.46459922194481 875.40189638733864 2204.9111632406712 286.70170999318361 723.71746824681759 5442.911037735641 1100.6848235577345 18983.72277289629 1411.3036507964134 496.260069899261 765.35937805473804 918.77757656574249 363.82202558219433 191.27975799143314 107.69863580912352 2979.8194385617971 439.88030999898911 1390.348349198699 455.47736268490553 2816.1544759571552 227.90605430305004 4595.5175063312054 3066.306433647871 737.50285130739212 154.14687107503414 263.83829411119223 11.962400391697882 216.17165125906467 1102.7842475101352 37.981352806091309 leaf_count=632072 1942 3561 19336 2501 3027 55560 4814 81051 5715 2729 6221 6964 2010 1340 605 12190 2201 5798 3957 11864 1663 18819 12381 3088 701 1441 54 1090 6234 251 internal_value=0 0.0154955 -0.00999603 -0.00258209 0.00727735 -0.0106206 0.00595489 0.016499 0.0167362 -0.00412473 -0.00847767 -0.00206245 0.00401945 0.00349236 0.0040879 0.0162068 0.00881468 0.0139651 -0.00349611 0.0177142 0.000342176 0.0180649 0.0183687 0.0127745 0.0112584 0.00152045 0.0154654 0.00985506 0.00491862 0.00409002 internal_weight=0 41542.8 64706.5 5027.77 4520.59 59678.8 3796.87 37022.2 33852.8 4075.43 6208.27 1870.52 952.343 2040.13 1848.85 21963.5 1756.74 3169.36 1374.25 11889.3 335.605 9073.13 7661.82 1767.05 891.65 588.521 1402.31 1316.86 1513.25 301.82 internal_count=911180 178138 733042 39189 22916 693853 19889 155222 142020 32986 61781 13650 6203 11784 10444 93241 8105 13202 10921 48779 2268 36915 31200 7350 3789 4193 5852 5904 8176 1692 is_linear=0 shrinkage=0.01 Tree=87 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 4 4 5 4 10 4 5 5 5 10 10 4 10 4 10 5 5 10 10 10 4 5 split_gain=161878 3404.74 2992.22 320.515 278.919 228.356 226.808 141.992 79.6335 64.3692 64.0981 53.0008 49.6697 40.9641 37.2891 32.696 32.1272 29.7306 29.4091 27.5045 26.408 25.1675 24.9158 23.2643 23.1578 24.3493 23.0036 19.4483 20.7306 54.505 threshold=0.13270235061645502 0.8784809708595277 0.0043998162727802515 0.00022280584380490002 0.51461192965507518 0.026551560498774003 0.99473056197166454 5.5000000000000009 2.5000000000000004 1.5000000000000002 39.500000000000007 1.5000000000000002 0.0011766494717448501 1.5000000000000002 455.50000000000006 54.500000000000007 64.500000000000014 0.2688089013099671 0.94052824378013633 4.5000000000000009 0.65440738201141369 2.5000000000000004 0.068259380757808671 1.0000000180025095e-35 103.50000000000001 0.011652591172605703 2.9517374969145752e-05 0.99977076053619396 2.5000000000000004 65.500000000000014 decision_type=2 2 2 2 2 2 2 2 10 10 2 8 2 10 2 2 2 2 2 10 2 8 2 2 2 2 2 2 10 2 left_child=2 4 3 26 8 13 14 -8 10 15 17 20 -5 24 18 22 -13 -2 21 27 -6 -3 -7 -11 25 -4 -1 28 -9 -30 right_child=1 6 5 12 11 9 7 19 -10 23 -12 16 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.010931559026629215 0.004798326606998686 0.012826927382072827 -0.0043520559670108183 -0.0091653468988947447 0.0088483691815344455 0.00025975462361216121 0.016317848994277868 0.017137041416418679 -0.00088913360379164739 -0.00042612746451752232 0.0015434103471339538 0.0080684520622043617 -0.007325569912358402 -0.0063525739403797136 0.00056443943427755469 -0.0024971921649804946 0.00077976711278619879 0.0073740227922456441 0.014473682444440765 0.015820942879592216 0.011627475654703508 0.0067684926549286548 0.0029812642252900179 -0.0042060857473069048 -0.0066487605505167512 -0.0018796909456647785 -0.010279544754641717 0.018449319180338375 0.016827473655222955 -0.007111438294090746 leaf_weight=46885.122633576393 832.43626566976309 720.91880859434605 916.71895698457956 3762.3810015022755 500.48517809808254 771.68399306386709 27725.395740687847 662.67148193717003 220.55438393354416 259.62466613203287 356.31614522635937 499.66018833220005 2405.7628652080894 850.0202741920948 21.072824895381927 248.45205828547478 68.802164629101753 970.73043292760849 2352.2568808794022 523.24586416780949 1079.2231006622314 75.77483044564724 596.37672097980976 436.6952042132616 233.08262179046869 704.46148028969765 6117.0328186303377 4789.3003343939781 35.10205665230751 13.045853838324545 leaf_count=564080 4622 3027 7574 38780 2284 5210 117461 2693 1473 1794 2351 2331 23001 7827 94 1978 393 4767 9754 2238 4695 327 3552 3644 2225 5385 67992 19431 143 54 internal_value=0 0.0153762 -0.00997653 -0.0106052 0.00719238 -0.00256178 0.01638 0.0166202 0.00483452 -0.000254856 0.00541909 0.00980474 -0.00844778 -0.00453477 0.0138225 0.000840063 0.00718629 0.00618495 0.0139113 0.0180118 0.010747 0.0122507 0.00144614 -0.00279672 -0.00370147 -0.00327772 -0.0108563 0.0182202 0.0166767 0.0103411 internal_weight=0 41447 64187.4 59170.3 4528.21 5017.12 36918.8 33748.8 2380.04 2312.83 2159.48 2148.17 6168.14 2704.28 3170.02 1616.51 568.462 1803.17 3148.95 6023.37 1579.71 796.694 1368.06 696.32 1854.26 1621.18 53002.2 5500.12 710.819 48.1479 internal_count=911180 178138 733042 693853 22916 39189 155222 142020 13213 16178 11740 9703 61781 23011 13202 10740 2724 9389 13108 24559 6979 3354 8762 5438 15184 12959 632072 22321 2890 197 is_linear=0 shrinkage=0.01 Tree=88 num_leaves=31 num_cat=0 split_feature=9 9 5 9 4 1 9 1 9 5 0 0 5 9 9 9 9 9 9 1 9 1 9 9 9 3 1 1 9 9 split_gain=71795 3793.21 3066.35 2466.3 2859.89 1393.86 1242.88 855.969 726.203 660.404 563.972 429.02 419.201 397.3 367.025 482.281 476.623 331.894 306.623 284.43 257.592 219.211 234.04 217.467 216.921 219.332 211.044 205.625 177.842 684.612 threshold=3.3550000000000004 2.5750000000000006 30.500000000000004 6.1150000000000011 1.5000000000000002 0.77442071785552036 4.495000000000001 0.055738304093567205 6.2550000000000008 29.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 4.2350000000000012 8.4800000000000022 8.7300000000000022 6.9850000000000012 7.3800000000000008 2.5450000000000004 0.012270400481782552 4.4750000000000005 0.98936170212765973 5.3350000000000009 8.8850000000000016 3.1750000000000003 28.500000000000004 0.27293771043771048 0.028778467908902653 4.995000000000001 4.9850000000000012 decision_type=10 10 2 10 10 2 10 2 10 2 2 2 2 10 10 10 10 10 8 2 10 2 10 10 10 10 2 2 10 10 left_child=1 9 3 6 5 17 10 11 -6 18 19 -8 -3 -4 16 -16 -10 -5 -1 -2 -12 28 -23 -17 25 -14 -11 -15 29 -9 right_child=2 12 13 4 8 -7 7 21 14 26 20 -13 24 27 15 23 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.011846230350515217 0.0030154661102101687 0.0076928101140110866 -0.0051069362066388773 -0.0017395676913864943 -0.0095156029025582865 0.01065994738514757 0.00034500039889111093 -0.0074108378044564381 0.0026638366096825654 0.0023982198662620257 0.00054556473420216349 -0.0054782799636135596 0.0087746144976750453 -0.0045606904024185022 -0.010927788258972426 0.014123985370722281 0.012415086993765628 -0.0089224471047455508 0.014243587320472815 -0.0048856830453166142 0.011102706131253784 -0.0062514463099692585 0.0040456156512509965 0.00029507846555192421 -0.00052620771574913682 0.0032740494302061795 0.0095614028130314287 -0.0097124589782083496 -0.0083800831050391839 0.0037714476544239823 leaf_weight=7772.7341322749853 504.7453546077013 6210.300033017993 2253.9564267843962 833.54904055595398 246.05990853905678 491.18306509405375 2161.4669202640653 6296.9444201737642 670.61848295480013 555.95979813486338 2356.5567331910133 3050.9100745841861 1010.0729996711016 804.85468274354935 209.15414267033339 234.45364218205214 1984.7164365425706 2818.2217713743448 17011.315160825849 4680.3726174905896 256.25302092730999 708.69506388157606 320.57992716133595 220.81443742662668 960.11642074584961 2567.7735943719745 1580.7493018731475 20713.888180620968 14935.247779011726 599.63498067110777 leaf_count=36316 3557 33357 23691 7439 2684 2347 16925 67928 5155 3765 16758 26941 5652 8721 2711 1104 9923 33546 75619 45323 1277 6479 2157 2039 7873 17393 8426 260450 170756 4868 internal_value=0 0.0110267 -0.00621244 -0.00463654 0.000495145 -0.00515561 -0.00573934 -0.00672037 0.00706049 0.0130318 -0.00220751 -0.00306348 0.00600464 -0.00910138 0.00828911 0.00164201 0.00995236 -0.00728289 0.0134917 -0.00411655 0.00158096 -0.00755415 -0.0030443 0.00741668 0.00369434 0.00482693 0.00769758 -0.00951977 -0.00776677 -0.00643857 internal_weight=0 37669 67352.9 43580.2 7708.77 4142.95 35871.4 28073.5 3565.82 26920.8 7797.93 5212.38 10748.3 23772.7 3319.76 664.422 2655.33 3651.77 24784 5185.12 2612.81 22861.1 1029.27 455.268 4537.96 3577.85 2136.71 21518.7 21831.8 6896.58 internal_count=911180 188401 722779 429917 66948 43332 362969 296054 23616 124126 66915 43866 64275 292862 20932 5854 15078 40985 111935 48880 18035 252188 8636 3143 30918 23045 12191 269171 243552 72796 is_linear=0 shrinkage=0.01 Tree=89 num_leaves=31 num_cat=0 split_feature=5 2 2 2 2 1 5 0 0 3 2 5 5 7 2 5 3 2 2 5 3 5 1 2 5 1 1 0 2 1 split_gain=24795.3 3048.35 2839.35 1712.32 2270.08 1492.77 1437.6 1052.78 921.842 700.648 473.488 470.449 292.594 288.927 288.794 303.084 282.672 271.286 238.253 224.146 219.208 212.81 392.638 401.134 209.731 189.765 404.435 186.638 185.556 185.488 threshold=3.5000000000000004 1.0000000180025095e-35 0.50155279503105599 0.49341991341991348 0.33477011494252878 0.091372912801484213 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 27.500000000000004 0.90943267259056748 31.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.99040761869709237 1.0000000180025095e-35 26.500000000000004 0.76506899055918665 0.75937646507266776 1.0000000180025095e-35 26.500000000000004 4.5000000000000009 0.27293771043771048 0.75103305785123975 31.500000000000004 0.74891304347826104 0.66751700680272119 1.0000000180025095e-35 0.49341991341991348 0.33460559796437661 decision_type=2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 10 2 2 2 10 2 2 2 2 2 2 2 2 2 left_child=2 24 3 4 6 10 9 12 11 13 -4 21 17 -1 -12 -16 -17 -7 29 -6 -8 22 23 -3 27 26 -11 -2 -10 -9 right_child=1 8 5 -5 19 7 20 18 28 25 14 -13 -14 -15 15 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0023335936353862659 0.0087057529530285144 0.011674773520240621 0.013172758635037441 0.0095847841297702716 -7.7158572023042603e-05 0.00014202566261563724 -0.0062177198508756729 0.0077648146441654511 -0.0039572440942495677 0.0075329060694170535 -0.0020115624118975145 -0.0069915947202308275 -0.0046575598425681961 0.015162454117216562 0.0078279121068914881 -0.0058690588656819019 0.0045781055287836651 -0.0041436629731955651 -0.0017193632895893894 -0.0047912047759313889 0.00059991293015476145 -0.005225447585653362 -0.0052131396282128805 -0.0049450876942284039 -0.0033609611473527944 0.0092211726434181657 -0.0005470535600870331 0.0020502503420360739 0.0020056578712030022 0.0012778588241617176 leaf_weight=3436.3026804178953 1523.8825912028551 360.28730321675539 773.82847123593092 10199.324053175747 3198.4260864630342 6369.6205615624785 651.46651757508516 1866.4528672620654 757.46152506768703 9496.9435575976968 561.38699528574944 26864.620633631945 2670.707166031003 185.00591556727886 2387.380100466311 347.31183511763811 1018.4624377563596 1922.9161469265819 445.44200055301189 1473.2631916552782 1708.3367097377777 15185.372546002269 1012.9833282083273 243.28486514091492 221.64731878042221 6242.6313614547253 662.71253297477961 582.36835415661335 1677.84860239923 577.07967408001423 leaf_count=24115 8529 1835 3738 55211 27072 53242 6949 10623 7649 54468 4968 310517 26419 825 13376 3660 6645 18719 3980 14553 13924 164373 10395 2375 1752 34026 5363 4132 13542 4205 internal_value=0 -0.00527302 0.00449028 0.00609304 0.00477671 0.00133779 0.00610004 -0.000363699 -0.00583679 0.00697005 0.00596982 -0.00617073 -0.00177888 0.002989 0.00467794 0.00567854 0.00192143 -0.000851762 0.00500669 -0.00156378 -0.00128222 -0.00485825 -0.00140893 0.00497572 0.00589184 0.00784899 0.00700585 0.00686554 0.000150999 0.00623282 internal_weight=0 48429.8 56195 37254.4 27055.1 18940.6 22383.4 13852.2 46101.9 20023.6 5088.37 43666.5 10963.2 3621.31 4314.54 3753.15 1365.77 8292.54 2888.97 4671.69 2359.8 16801.9 1616.56 603.572 2327.9 16402.3 10159.7 2106.25 2435.31 2443.53 internal_count=911180 525099 386081 236506 181295 149575 139670 117188 510686 118797 32387 489495 98380 24940 28649 23681 10305 71961 18808 41625 20873 178978 14605 4210 14413 93857 59831 12661 21191 14828 is_linear=0 shrinkage=0.01 Tree=90 num_leaves=31 num_cat=0 split_feature=9 9 5 9 9 9 1 5 9 5 9 5 9 9 5 9 1 5 5 1 9 9 9 9 9 3 1 1 1 5 split_gain=70162.4 3728.07 3005.25 2424.92 2383.22 1235.87 847.553 630.659 574.703 817.046 400.799 388.798 388.579 455.249 311.235 307.025 269.281 260.745 308.493 243.511 241.125 226.154 324.765 217.196 212.275 215.382 206.921 205.984 201.573 218.673 threshold=3.3550000000000004 2.5750000000000006 30.500000000000004 6.0550000000000006 8.4800000000000022 4.495000000000001 1.0000000180025095e-35 29.500000000000004 8.1200000000000028 2.5000000000000004 4.2350000000000012 1.5000000000000002 7.0450000000000008 7.5550000000000006 3.5000000000000004 2.5450000000000004 0.31158186076218869 1.0000000180025095e-35 20.500000000000004 0.091372912801484213 8.8300000000000018 4.4750000000000005 3.8350000000000004 5.3350000000000009 3.1750000000000003 28.500000000000004 0.028778467908902653 0.27293771043771048 0.79531763417305601 25.500000000000004 decision_type=10 10 2 10 10 10 2 2 10 2 10 2 10 10 2 8 2 2 2 2 10 10 10 10 10 10 2 2 2 2 left_child=1 7 3 5 8 14 23 15 9 12 -4 -3 16 -14 21 -1 -5 20 -19 -20 -6 22 -2 -7 25 -13 -12 -9 29 -11 right_child=2 11 10 4 17 6 -8 27 -10 28 26 24 13 -15 -16 -17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.011699416124483551 0.001185213301304363 0.0075507137080186486 -0.0050306808195558685 -0.0013171228148707659 0.014685335498390999 -0.0042230646876104542 -0.0075256861228931837 0.0024420338835229724 0.011664678282044268 -0.0055467420515778612 -0.0044877206537626167 0.0087298741569707856 0.014076439921784598 -0.0056245661746882726 -0.005713121320419963 0.014101413266334278 0.0074027172451398109 -0.0090782889168614152 -0.0060680664319681223 0.011794429736379017 -0.0047953593440454795 0.0070711517933437678 -0.003686877282012183 0.00051926555392090197 -0.00048185426140813921 0.0032796187632108597 -0.0096770904127286735 0.0095229212449359866 0.0085610534663356115 0.0041238001652905941 leaf_weight=7759.4110188186169 2445.6757403761148 6217.5789885595441 2235.7525558024645 671.8916492536664 101.51068710535765 3558.0480788722634 22836.336942836642 555.02266785502434 934.0653749704361 1185.6044110134244 798.39681900292635 1010.5891826078296 866.70420827716589 135.65107949823141 1911.1284252554178 16936.746085897088 748.88406948745251 2293.2189393043518 179.79589972645044 132.60907869040966 169.8536463752389 322.69048526138067 3105.3862749189138 1325.5507139116526 957.50054202973843 2566.2783784791827 20437.66783246398 1581.3036088943481 149.08677735179663 291.27198487520218 leaf_count=36316 17317 33357 23691 5378 438 30340 253726 3765 4653 12909 8721 5652 4062 1184 20012 75619 4369 28096 2089 686 1697 1952 27634 10129 7873 17393 260450 8426 824 2422 internal_value=0 0.0109022 -0.00617576 -0.00461572 0.000410107 -0.00572835 -0.00671707 0.0128958 0.00459403 0.00296293 -0.00905799 0.00592679 0.00664262 0.0114103 -0.00220777 0.0133467 0.00327906 -0.00683675 -0.00780829 0.00151417 0.00249189 -0.00106725 -0.00154034 -0.00293586 0.00370004 0.00481951 -0.00948199 0.00768329 -0.00252082 -0.0036395 internal_weight=0 37584.4 66836.8 43365 7860.15 35504.8 27719.9 26832.5 4983.16 4049.09 23471.8 10751.9 2423.13 1002.36 7784.88 24696.2 1420.78 2876.99 2605.62 312.405 271.364 5873.75 5551.06 4883.6 4534.37 3576.87 21236.1 2136.33 1625.96 1476.88 internal_count=911180 188401 722779 429917 68807 361110 294195 124126 35801 31148 292862 64275 14993 5246 66915 111935 9747 33006 30871 2775 2135 46903 44951 40469 30918 23045 269171 12191 16155 15331 is_linear=0 shrinkage=0.01 Tree=91 num_leaves=31 num_cat=0 split_feature=0 2 4 1 3 2 1 4 4 1 1 1 3 2 1 4 4 1 1 4 1 1 2 1 3 3 2 2 4 1 split_gain=11849 7800.48 2989.77 1640.88 1595.66 978.182 2032.07 867.747 753.946 734.783 1902.65 459.306 316.909 316.205 1491.92 645.022 634.574 291.021 798.24 370.731 231.788 308.399 224.069 218.901 211.934 207.859 180.092 280.823 178.657 175.921 threshold=1.0000000180025095e-35 0.25108695652173912 2.5000000000000004 1.0000000180025095e-35 26.500000000000004 0.51234756097560985 0.50144508670520238 1.5000000000000002 1.5000000000000002 0.75110619469026563 0.98936170212765973 0.49844720496894418 22.500000000000004 0.92342186961021067 0.091372912801484213 1.5000000000000002 1.5000000000000002 0.66751700680272119 0.66522988505747138 1.5000000000000002 0.50144508670520238 0.98936170212765973 0.90943267259056748 0.49844720496894418 29.500000000000004 29.500000000000004 0.46697819314641748 0.34514106583072107 1.5000000000000002 0.72245564892623726 decision_type=2 2 10 2 8 2 2 10 10 2 2 2 8 2 2 10 8 2 2 8 2 2 2 2 8 8 2 2 10 2 left_child=1 9 3 12 26 6 7 -5 11 24 28 -6 -3 14 16 -16 -7 18 -8 -20 -13 -22 -18 -9 -1 -21 27 29 -11 -2 right_child=4 2 -4 5 8 13 17 23 -10 10 -12 20 -14 -15 15 -17 22 -19 19 25 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0044313003089221717 -0.0013010036038576074 -0.0023914468503491403 -0.0079937897306799517 0.00014979581510738966 0.0061128735654787016 -0.0052973262897154363 -0.0037081182611668796 -0.0082511736433964183 0.0029709749455373731 -0.0015633662615399258 0.0079302181676724134 0.010431350628842453 0.0060286654157508651 -0.0069019978292558463 -0.0030249223158878512 -0.0063872343611675363 0.014225442672385338 -0.0065256614478126796 -0.00080880604259732814 -0.0016976534545121828 0.0028523184027192039 0.0094913916912629757 -0.0046510472439712366 0.008685831962817657 0.0092585876209648824 0.0099191383549554844 0.0033145758902207298 -0.0082883336751717034 -0.007205554155298664 0.0051803308999031975 leaf_weight=1150.9084785506129 1950.6371693238616 537.71578270196915 11356.482467964292 2634.4982284381986 9164.9549939334393 263.93116910755634 9046.3004587739706 78.573335692286491 4166.7400999367237 1648.9183462113142 3512.9375939741731 5986.0864919275045 2649.2739125862718 3022.9352626502514 21052.129381641746 7826.7891755923629 727.64680022746325 2046.7631003856659 1105.9801239222288 191.55493836849928 1113.4278353378177 1882.883686862886 68.832409903407097 2647.5767168477178 4335.5901426151395 786.19817014783621 1214.0890285298228 476.79017409682274 850.76591788977385 533.26930812746286 leaf_count=7825 16703 5086 136552 21956 55880 2731 91654 947 30037 15240 19018 30822 17037 35464 207332 88565 3436 22132 9724 1746 8236 10123 750 16138 24250 4494 8763 5537 9438 3564 internal_value=0 -0.00200133 -0.00332479 -0.0023552 0.00574545 -0.00278611 -0.000948341 0.00424253 0.00680707 0.00559971 0.00318501 0.00768785 0.00460801 -0.00381964 -0.00350842 -0.00393618 0.00814102 -0.00306012 -0.00242282 0.00315717 0.00929485 0.00702432 0.0125941 0.00819767 0.00824596 0.00764325 7.117e-05 -0.00125885 -0.00348368 9.04726e-05 internal_weight=0 77542.3 66043.2 54686.7 26488.9 51499.7 18537.4 5360.65 22314.1 11499.1 6012.62 18147.4 3186.99 32962.3 29939.3 28878.9 1060.41 13176.8 11130 2083.73 8982.4 2996.31 796.479 2726.15 5486.5 977.753 4174.79 2960.7 2499.68 2483.91 internal_count=911180 741515 665744 529192 169665 507069 168791 39041 135098 75771 43696 105061 22123 338278 302814 295897 6917 129750 107618 15964 49181 18359 4186 17085 32075 6240 34567 25804 24678 20267 is_linear=0 shrinkage=0.01 Tree=92 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 10 10 9 10 9 9 10 9 1 9 9 10 9 9 1 0 9 1 9 2 9 2 0 9 split_gain=155872 3274.01 2973.91 490.513 380.459 319.893 249.505 214.385 186.63 142.325 124.329 93.3662 90.8398 58.9378 67.3209 55.1917 48.0544 43.9493 65.521 42.8767 51.6901 41.3021 40.8595 36.6906 34.9808 50.1207 34.3023 35.8481 32.8416 30.7617 threshold=0.13270235061645502 0.8784809708595277 0.0043998162727802515 5.6250000000000009 7.0550000000000006 0.00025326936156485003 0.51461192965507518 0.99473056197166454 2.6250000000000004 0.026551560498774003 6.2150000000000007 3.3550000000000004 0.036334333941340412 3.0250000000000004 0.019324122479462254 5.3550000000000013 6.1150000000000011 0.99989646673202526 3.3250000000000006 4.1450000000000005 0.12560679611650488 1.0000000180025095e-35 5.5050000000000008 0.019324122479462254 3.6650000000000005 0.19929078014184398 9.0500000000000025 0.97385509227614497 1.0000000180025095e-35 5.5150000000000006 decision_type=2 2 2 8 8 2 2 2 10 2 8 10 2 10 2 8 10 2 10 10 2 2 10 2 10 2 8 2 2 10 left_child=2 4 5 9 6 -1 13 15 -9 -4 -7 -11 26 -2 21 24 17 -10 -19 -8 -21 -15 -16 -13 -3 -26 -5 28 -28 -24 right_child=1 7 3 12 -6 10 19 8 16 11 -12 23 -14 14 22 -17 -18 18 -20 20 -22 -23 29 -25 25 -27 27 -29 -30 -31 leaf_value=-0.010820370032874447 0.0068640440482798807 0.013877813861542646 -0.0057810563716146303 -0.0010047040836306785 0.013611420126302728 -0.0088941547811650801 0.010372926155125728 0.015799939339962408 0.016095524644443009 0.0016799869272556872 -0.0044604795480021895 -0.00021849213070352012 0.0078642408376035037 0.0090326879590344484 0.00066421656973930513 0.015114901826294326 0.016213788741361219 0.017258250932661492 0.019150506880263644 0.010413807432055224 0.005581523100587165 0.0027163081882106009 0.031742455694953112 -0.0042303050091521193 0.014705302440488658 0.009521842543849704 0.00052167134080744371 0.0129229283287427 0.0086581335261775444 0.0053229088971903172 leaf_weight=52049.16793987155 398.5249264985323 871.15700580179691 2173.9220626205206 282.33449303358793 747.76659849286079 5044.7032765299082 753.74890518188477 21575.975588932633 1408.5701949447393 500.51951607316732 723.13935866206884 289.90598846226931 364.15101870894432 219.10973910987377 1051.4618339091539 1392.5979135930538 2776.7775830626488 4555.2600472122431 3058.4758934080601 333.71310338377953 657.50069940090179 196.24019137024879 4.5343242958188048 1067.0218498334289 265.37119027972221 627.9823831319809 200.13894724845886 37.988564118742943 65.95687111467123 157.16266623139381 leaf_count=635547 1770 3561 19336 2501 3164 52450 3211 93241 5715 2729 5856 1786 2010 1059 6874 5852 11864 18819 12381 1456 3370 963 30 9135 1079 2710 1131 251 310 1019 internal_value=0 0.015124 -0.00993396 -0.00252058 0.00709515 -0.0105728 0.00580336 0.0161173 0.0163529 -0.00404425 -0.00833829 -0.00201153 0.00394132 0.0034171 0.00257358 0.0136266 0.0173641 0.0177182 0.0180184 0.00857535 0.00720841 0.00604839 0.0013839 -0.00337319 0.012452 0.0110616 0.00150529 0.00383576 0.00253845 0.00606377 internal_weight=0 41051.9 62798.9 4981.94 4519.76 57817 3772 36532.2 33375.1 4031.37 5767.84 1857.45 950.57 2027.03 1628.51 3157.11 11799.1 9022.31 7613.74 1744.96 991.214 415.35 1213.16 1356.93 1764.51 893.354 586.419 304.084 266.096 161.697 internal_count=911180 178138 733042 39189 22916 693853 19752 155222 142020 32986 58306 13650 6203 11715 9945 13202 48779 36915 31200 8037 4826 2022 7923 10921 7350 3789 4193 1692 1441 1049 is_linear=0 shrinkage=0.01 Tree=93 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 10 10 9 10 9 9 10 9 1 9 9 10 9 9 9 1 0 1 9 1 9 9 2 0 split_gain=153514 3256.48 2969.62 481.798 373.557 322.286 246.736 218.913 175.129 140.678 124.754 91.7517 88.5566 56.9807 64.5502 54.7872 45.6377 44.5717 61.812 42.6426 40.4941 48.6295 39.4438 36.1661 35.2102 49.4183 35.026 33.5501 34.7366 32.0505 threshold=0.13270235061645502 0.8784809708595277 0.0043998162727802515 5.6250000000000009 7.6900000000000004 0.00022280584380490002 0.51461192965507518 0.99473056197166454 2.6250000000000004 0.026551560498774003 6.2150000000000007 3.3550000000000004 0.036334333941340412 3.0250000000000004 0.019324122479462254 5.3550000000000013 6.1150000000000011 0.99989646673202526 3.3250000000000006 5.5050000000000008 4.1450000000000005 0.12560679611650488 1.0000000180025095e-35 0.019324122479462254 3.6650000000000005 1.0000000180025095e-35 5.4850000000000012 9.0500000000000025 0.97385509227614497 1.0000000180025095e-35 decision_type=2 2 2 8 8 2 2 2 10 2 8 10 2 10 2 8 10 2 10 10 10 2 2 2 10 2 10 8 2 2 left_child=2 4 5 9 6 -1 13 15 -9 -4 -7 -11 27 -2 22 24 17 -10 -19 -16 -8 -22 -15 -13 -3 -26 -23 -5 29 -29 right_child=1 7 3 12 -6 10 20 8 16 11 -12 23 -14 14 19 -17 -18 18 -20 -21 21 26 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.010815160594779881 0.0067832120622994775 0.013753260974592701 -0.0057473890965233868 -0.00099538815103040264 0.013605721947326177 -0.008918251933399934 0.010253391284632834 0.015708742393936059 0.015937241964042687 0.0016618384385253058 -0.0045817292569331246 -0.00021633495291027366 0.0077611189265313629 0.0088763737311639262 0.00065731284589941698 0.01497429209587813 0.016103091508337757 0.017134302499173297 0.018973690223439817 0.0060126653064133473 0.010275055565414319 0.0044024197954025662 0.0027149783929351387 -0.0042008670776455346 0.01414212665143383 0.0092106669605352548 0.009904115343607179 0.00051632177064965751 0.012699274580380232 0.0085443989602097901 leaf_weight=51275.465320646763 399.23758886754513 870.26041185855865 2164.8356974795461 282.12815815210342 722.41772720217705 5289.2533486932516 754.90493033826351 21484.679770484567 1408.3350263983011 500.92365442961454 758.52971120178699 289.8689591139555 365.29380050301552 220.24094569683075 1051.8781408593059 1391.6225762665272 2767.9514851570129 4542.3946634083986 3056.119625851512 173.1621165573597 339.15440312027931 520.06938923895359 196.69352008402348 1063.7704804167151 311.83003447949886 583.35149681568146 148.83264756202698 200.1901898086071 38.269595243036747 66.165415860712528 leaf_count=632072 1770 3561 19336 2501 3027 55560 3211 93241 5715 2729 6221 1786 2010 1061 6874 5852 11864 18819 12381 1115 1476 2669 964 9135 1260 2529 749 1131 251 310 internal_value=0 0.0150128 -0.00991466 -0.00250072 0.00701354 -0.0105576 0.00576168 0.0160071 0.0162459 -0.00401582 -0.00837435 -0.00199455 0.00389578 0.00339487 0.00257101 0.0134905 0.0172261 0.0175713 0.0178741 0.0014143 0.00850205 0.00719052 0.00596967 -0.00334762 0.0123209 0.0109285 0.00562656 0.00148934 0.00379057 0.00251058 internal_weight=0 40943.1 62294.7 4971.45 4526.59 57323.2 3804.17 36416.5 33259.5 4019.4 6047.78 1854.56 952.047 2041.21 1641.97 3157.06 11774.8 9006.85 7598.51 1225.04 1762.96 1008.06 416.934 1353.64 1765.44 895.182 668.902 586.753 304.625 266.356 internal_count=911180 178138 733042 39189 22916 693853 19889 155222 142020 32986 61781 13650 6203 11784 10014 13202 48779 36915 31200 7989 8105 4894 2025 10921 7350 3789 3418 4193 1692 1441 is_linear=0 shrinkage=0.01 Tree=94 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 4 4 5 4 10 5 4 5 10 10 10 5 4 4 10 10 10 5 10 4 5 5 split_gain=151202 3239.46 2965.32 324.661 258.022 223.415 216.347 146.693 73.399 59.4064 53.9799 50.2601 50.2414 39.7003 38.8637 35.0345 30.712 28.9068 28.4742 28.0585 27.6294 24.0725 23.9888 23.4364 21.9975 20.9858 18.8407 19.826 52.2878 18.1677 threshold=0.13270235061645502 0.8784809708595277 0.0043998162727802515 0.00022280584380490002 0.51461192965507518 0.99473056197166454 0.026551560498774003 5.5000000000000009 2.5000000000000004 1.5000000000000002 47.500000000000007 2.5000000000000004 0.0011766494717448501 93.500000000000014 1.5000000000000002 455.50000000000006 0.2688089013099671 0.94052824378013633 0.65440738201141369 54.500000000000007 4.5000000000000009 1.5000000000000002 0.068259380757808671 2.9517374969145752e-05 0.011652591172605703 1.0000000180025095e-35 0.99977076053619396 2.5000000000000004 65.500000000000014 107.50000000000001 decision_type=2 2 2 2 2 2 2 2 10 10 2 10 2 2 10 2 2 2 2 2 10 8 2 2 2 2 2 10 2 2 left_child=2 4 3 23 8 15 14 -7 10 19 16 13 -5 18 24 17 -2 21 -6 22 26 -3 -8 -1 -4 -11 27 -9 -29 -26 right_child=1 5 6 12 11 7 9 20 -10 25 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 29 -27 -28 28 -30 -31 leaf_value=-0.010880400268802661 0.0044970176987465587 0.012894516109881175 -0.0045635821591686471 -0.009077017794308407 0.0085148462492850314 0.01582913056982662 0.00020931931153605113 0.016698261719559272 -0.00085083012699193944 -0.00044570924630303306 0.0014825284296178412 0.0046778949000772074 -0.0072030709346109509 0.0050919686404796594 -0.0062145004557217325 0.00050637655332112352 0.0070915634971609465 0.014003346899082151 0.011216267738240606 -0.0023060893142954671 0.015338369399602224 0.009040452883700225 0.0028806642617569232 -0.010210481874547159 -0.0018082154787976905 -0.0040525692501963565 0.017994005376798763 0.016394244747493642 -0.0070593217673465469 -0.0065743180062901854 leaf_weight=44915.266760036349 848.91816060990095 569.04283875226974 1039.8358436971903 3660.088786765933 573.21187120676041 27161.868749782443 770.58869732171297 660.91833302378654 219.02030170708895 258.6995954066515 327.21466644108295 200.68654803931713 2348.8316914588213 155.84553182125092 831.12142614275217 21.073242709040642 986.29489283263683 2340.0039043277502 1221.9604329317808 244.08854002505541 512.16330876946449 226.59719561040401 596.28531891107559 5909.1437231525779 701.63037963956594 428.50674752146006 4757.8245299607515 35.166280806064606 13.026923671364782 90.267986454069614 leaf_count=564080 4714 2381 8915 38780 2601 117461 5210 2693 1473 1794 2186 984 23001 813 7827 94 4840 9754 5305 1978 2238 973 3552 67992 5418 3644 19431 143 54 851 internal_value=0 0.0149037 -0.00989542 -0.0105426 0.0069333 0.0158991 -0.002481 0.0161413 0.00466553 -0.000233121 0.00522426 0.00944321 -0.00834451 0.00993338 -0.00442102 0.0133571 0.0058914 0.0134435 0.0103537 0.000816969 0.0175593 0.0117969 0.00137467 -0.0108025 -0.00360725 -0.00269476 0.0177674 0.0162467 0.0100546 -0.0023515 internal_weight=0 40830.8 61794.4 56833.3 4533.15 36297.7 4961.02 33141 2381.45 2298.17 2162.43 2151.7 6008.92 1951.02 2662.86 3156.72 1835.21 3135.64 1795.17 1610.96 5979.1 795.64 1366.87 50824.4 1831.73 687.206 5466.94 709.112 48.1932 791.898 internal_count=911180 178138 733042 693853 22916 155222 39189 142020 13213 16178 11740 9703 61781 8719 23011 13202 9554 13108 7906 10740 24559 3354 8762 632072 15184 5438 22321 2890 197 6269 is_linear=0 shrinkage=0.01 Tree=95 num_leaves=31 num_cat=0 split_feature=5 2 2 2 2 2 5 4 4 3 5 5 2 2 4 5 2 4 4 4 7 3 2 5 3 4 2 2 2 2 split_gain=22726.7 2799.94 2555.05 1559.56 2040.11 1339.76 1305.64 1098.81 698.701 637.69 558.385 446.317 412.041 354.051 348.053 355.99 410.86 337.066 306.975 336.05 269.61 268.434 258.717 275.455 259.982 249.896 242.95 236.856 211.407 253.599 threshold=3.5000000000000004 1.0000000180025095e-35 0.50155279503105599 0.49341991341991348 0.33477011494252878 0.90501253132832093 1.5000000000000002 1.5000000000000002 1.5000000000000002 27.500000000000004 28.500000000000004 1.0000000180025095e-35 0.90943267259056748 0.76103179753406891 5.5000000000000009 4.5000000000000009 0.74478940512375169 2.5000000000000004 2.5000000000000004 5.5000000000000009 1.0000000180025095e-35 20.500000000000004 0.99040761869709237 1.0000000180025095e-35 26.500000000000004 3.5000000000000004 0.75103305785123975 0.98843892007484635 0.65465367965367982 0.76506899055918665 decision_type=2 2 2 2 2 2 2 10 10 8 2 2 2 2 10 2 2 10 10 10 2 8 2 2 10 10 2 2 2 2 left_child=2 -2 3 4 6 8 9 21 11 20 14 13 -7 -4 15 16 -9 -5 -11 -20 -1 -3 -14 -24 -25 28 -18 -23 -10 -30 right_child=1 7 5 17 -6 12 -8 10 25 18 -12 -13 22 -15 -16 -17 26 -19 19 -21 -22 27 23 24 -26 -27 -28 -29 29 -31 leaf_value=0.0022180461216181006 0.0056211070654685613 -0.0065050752076853324 0.0037573310909978352 0.0094626375395640266 -0.0014980489429441085 0.012494413842046382 -0.0012609393257306135 -0.0068813489962866424 -0.0049719557335488459 0.0078856013603433479 -0.0089405394291138442 -0.0027574267051871247 -0.0019075737064959417 -0.001974889758743415 0.0056562586662288706 -0.0066653138083775237 0.012598177878361247 -0.0044834978664092138 -0.0018373855463075951 0.01040106364797937 0.014773311076458842 -0.0041350554325931986 0.0075139268467918465 -0.00576360135754647 0.0043841961145424562 -0.0076262564664810184 -0.0049069156203858984 0.0015001792052002261 0.0023148866135804373 -0.0048709720994018161 leaf_weight=3380.9888436570764 2296.0324102714658 4996.8222977370024 5336.9130734875798 9844.3905131518841 4562.6856961548328 760.82726531475782 2311.5129381269217 375.90467721223831 1563.8087215647101 15125.347527690232 11475.385515995324 2026.1555061712861 548.23280820995569 1350.0851385071874 279.33974450826645 5389.9784110710025 284.87654308229685 176.40880566090345 679.54797295480967 334.95278602838516 180.14771044254303 20892.989882946014 2356.4342605695128 336.88335162401199 1007.4830500036478 1080.5022412240505 109.85952347517014 773.47905776649714 1430.1563553437591 747.98279306292534 leaf_count=24115 14413 59593 37774 53457 41625 3836 20873 4229 16175 86539 150391 19167 4968 12530 2120 63869 1317 1754 5566 1752 825 221562 13376 3660 6645 12100 1107 6498 11721 7623 internal_value=0 -0.005148 0.00432296 0.00585533 0.00458768 0.00129913 0.00584911 -0.00570266 -0.000336064 0.00668334 -0.00761799 0.00135419 0.00571707 0.00260001 -0.00526133 -0.00575637 0.000600958 0.00921713 0.00752843 0.00220332 0.00285318 -0.00441573 0.00450352 0.00545326 0.00184127 -0.00339 0.00772631 -0.00393388 -0.00216677 -0.00015277 internal_weight=0 46874.7 55141.4 36596 26575.2 18545.5 22012.5 44578.6 13535.6 19701 17915.3 8713.15 5009.86 6687 6439.96 6160.62 770.641 10020.8 16139.8 1014.5 3561.14 26663.3 4249.03 3700.8 1344.37 4822.45 394.736 21666.5 3741.95 2178.14 internal_count=911180 525099 386081 236506 181295 149575 139670 510686 117090 118797 223033 69471 32485 50304 72642 70522 6653 55211 93857 7318 24940 287653 28649 23681 10305 47619 2424 228060 35519 19344 is_linear=0 shrinkage=0.01 Tree=96 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 10 10 9 10 9 9 10 9 9 1 10 9 9 9 1 9 3 9 2 1 9 2 9 10 split_gain=148379 3218.59 2957.35 474.161 366.286 326.579 232.201 227.106 157.98 136.695 125.558 89.1574 84.6974 55.8365 55.3775 61.8018 47.1625 56.6334 53.9686 41.0679 48.0628 39.3949 37.2995 36.1629 47.8453 34.3793 32.1736 33.9621 30.021 29.7411 threshold=0.13270235061645502 0.8784809708595277 0.0043998162727802515 5.6250000000000009 7.0550000000000006 0.00022280584380490002 0.51461192965507518 0.99473056197166454 2.6250000000000004 0.026551560498774003 6.2150000000000007 3.3550000000000004 0.036334333941340412 5.3550000000000013 3.0250000000000004 0.019324122479462254 0.99989646673202526 7.0450000000000008 3.3250000000000006 4.1450000000000005 0.12560679611650488 5.5050000000000008 27.500000000000004 3.6650000000000005 0.19929078014184398 0.019324122479462254 9.0500000000000025 0.97385509227614497 5.4350000000000014 0.00099748477805400022 decision_type=2 2 2 8 8 2 2 2 10 2 8 10 2 8 10 2 2 10 10 10 2 10 10 10 2 2 8 2 10 2 left_child=2 4 5 9 6 -1 14 13 -9 -4 29 -11 26 23 -2 22 -10 18 -18 -8 -21 -17 -16 -3 -25 -13 -5 -28 -22 -7 right_child=1 7 3 12 -6 10 19 8 16 11 -12 25 -14 -15 15 21 17 -19 -20 20 28 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=-0.010787829962015565 0.0066127197224843878 0.013486699643151299 -0.0056879585489551373 -0.00092064032870035656 0.013235880067358043 -0.0095329110345634561 0.0099999459959080449 0.015504521252535604 0.015621894081021652 0.0016202500336209118 -0.0044907666294281123 -0.00027258084527439943 0.0076569993836328532 0.014710609954244582 -0.0018492329831432219 0.00061554673805024193 0.016883922128007323 0.015546000784984831 0.018550629672585809 0.0099897592403553042 0.0041633470873611925 0.0059010994810701472 0.0069438795582066641 0.014179039839318961 0.0091270530783584564 -0.0041548173754318166 0.0025051200668489014 0.012562298890273268 0.009170674539457177 -0.0080112322368434581 leaf_weight=50238.824388533831 400.4346009939909 867.49017417430878 2147.6308978646994 280.38357153534889 747.72921311855316 2920.3003133907914 756.67053830623627 21258.174861162901 2174.2981698364019 501.53047539293766 751.23367282003164 290.78360503911972 366.04614321142435 1387.7814432531595 55.627982795238495 1053.7541668117046 4511.4969681352377 1613.0456136167049 3412.1331569105387 336.4349961578846 505.77551271021366 162.79859878122807 363.29245454072952 266.44071218371391 632.42477026581764 1058.2232300639153 266.20394279062748 38.423519909381866 156.8681698590517 2292.9291263520718 leaf_count=632072 1770 3561 19336 2501 3164 32009 3211 93241 8902 2729 6221 1786 2010 5852 276 6874 18819 7200 13858 1456 2581 1049 1746 1079 2710 9135 1441 251 789 23551 internal_value=0 0.0147757 -0.0098726 -0.00246196 0.00683921 -0.0105252 0.00557776 0.0157731 0.0160183 -0.00397157 -0.00831286 -0.00197963 0.00388435 0.0132096 0.00327966 0.00246358 0.0169509 0.017254 0.0176017 0.00824256 0.00691158 0.00132286 0.00577625 0.0120302 0.0106246 -0.00331799 0.00152378 0.00377366 0.00534874 -0.00886363 internal_weight=0 40662.7 61152.5 4949.23 4539.39 56203.3 3791.66 36123.3 32969.1 3998.17 5964.46 1850.54 951.057 3154.14 2035.91 1635.47 11711 9536.68 7923.63 1755.75 999.079 1216.55 418.92 1766.36 898.865 1349.01 585.011 304.627 662.644 5213.23 internal_count=911180 178138 733042 39189 22916 693853 19752 155222 142020 32986 61781 13650 6203 13202 11715 9945 48779 39877 32677 8037 4826 7923 2022 7350 3789 10921 4193 1692 3370 55560 is_linear=0 shrinkage=0.01 Tree=97 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 10 10 9 10 9 9 10 9 5 9 5 10 9 9 5 9 5 5 9 9 9 2 10 10 split_gain=146163 3202.9 2953.1 465.713 359.893 328.962 231.638 229.782 148.156 135.099 125.339 87.6283 82.5907 55.4227 53.6904 53.5488 55.4984 47.9859 53.6965 50.9066 44.5276 36.3556 63.7624 36.2372 34.1508 32.8602 31.4624 32.9262 31.1532 29.8092 threshold=0.13270235061645502 0.8784809708595277 0.0043998162727802515 5.6250000000000009 7.6900000000000004 0.00022280584380490002 0.99473056197166454 0.51461192965507518 2.6250000000000004 0.026551560498774003 6.2150000000000007 3.2650000000000001 0.036334333941340412 5.3550000000000013 3.5000000000000004 3.0250000000000004 35.500000000000007 0.99989646673202526 7.0450000000000008 3.3250000000000006 64.500000000000014 3.6650000000000005 15.500000000000002 455.50000000000006 5.4750000000000005 4.8550000000000013 9.0500000000000025 0.97385509227614497 0.65440738201141369 0.00099748477805400022 decision_type=2 2 2 8 8 2 2 2 10 2 8 10 2 8 2 10 2 2 10 10 2 10 2 2 10 10 8 2 2 2 left_child=2 4 5 9 7 -1 13 15 14 -4 29 -11 26 21 -8 -2 24 -10 19 -19 28 -3 25 -15 -17 -23 -5 -28 -9 -7 right_child=1 6 3 12 -6 10 8 20 17 11 -12 -13 -14 23 -16 16 -18 18 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.010775415739879599 0.0065357088789051087 0.013369082490845863 -0.0056545539434700474 -0.00091204920645948184 0.013237051751069595 -0.0095090625318860009 0.015218002646365279 0.006704917146052653 0.015481423236639634 0.001776050914504777 -0.004459470382997272 -0.003231304377706037 0.0075576018095892886 0.014728659976407267 0.01667846895688805 0.0027166187161047745 -0.0013033896979856385 0.016768864958010717 0.015461567693367746 0.018389318746363709 0.0037556677007028463 0.0090608256374017735 0.0046771277641825858 -0.0027361637466270512 0.0073664867087804087 0.013377401639051217 0.0024772150327377865 0.012348560611094706 0.009715514579335666 -0.0079804853408630937 leaf_weight=49795.95598860085 401.09806844592094 866.37642702460289 2138.7596104741096 280.19538331776857 721.96451963484287 2898.4576978087425 18241.956897869706 507.80345675349236 2172.0973148792982 468.04626826941967 748.95220103114843 1379.6567658185959 367.14620207995176 1374.4527706950903 2920.1194829642773 1149.4347733408213 316.38933242857456 4497.0994487255812 1605.6725878566504 3407.6657744944096 202.05981406569481 286.72872114181519 155.58384948968887 11.983864963054655 183.11252447217703 458.14446072280407 266.50907984375954 38.696310490369797 1063.6836667954922 2278.816483721137 leaf_count=632072 1770 3561 19336 2501 3027 32009 81051 2355 8902 2510 6221 11140 2010 5798 12190 6629 2322 18819 7200 13858 1078 1187 701 54 1063 1901 1441 251 4672 23551 internal_value=0 0.0146712 -0.00985347 -0.00244246 0.00676159 -0.0105104 0.01567 0.0055389 0.0159185 -0.00394348 -0.00828311 -0.00196288 0.00383943 0.0130811 0.0154195 0.00325875 0.00246164 0.0168225 0.0171288 0.0174674 0.00817451 0.0119067 0.0104996 0.0145777 0.00335558 0.0117158 0.0015075 0.00372878 0.00874268 -0.00883625 internal_weight=0 40543.4 60661.2 4939.01 4545.55 55722.2 35997.9 3823.58 32844.6 3986.46 5926.23 1847.7 952.547 3153.27 21162.1 2050.03 1648.94 11682.5 9510.44 7904.77 1773.55 1766.83 900.457 1386.44 1332.55 744.873 585.401 305.205 1571.49 5177.27 internal_count=911180 178138 733042 39189 22916 693853 155222 19889 142020 32986 61781 13650 6203 13202 93241 11784 10014 48779 39877 32677 8105 7350 3789 5852 7692 3088 4193 1692 7027 55560 is_linear=0 shrinkage=0.01 Tree=98 num_leaves=31 num_cat=0 split_feature=5 2 2 2 2 2 5 4 0 4 3 5 0 2 4 5 2 4 5 4 4 7 2 5 3 2 2 2 2 5 split_gain=21705.5 2683.05 2425.11 1484.56 1935.83 1275.17 1236.04 1079.82 909.504 616.292 606.286 546.826 422.86 394.414 335.017 341.21 391.982 321.043 309.941 292.305 320.695 258.527 245.831 259.767 248.39 230.584 217.446 261.259 210.966 206.475 threshold=3.5000000000000004 1.0000000180025095e-35 0.50155279503105599 0.49341991341991348 0.33477011494252878 0.90501253132832093 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 27.500000000000004 28.500000000000004 1.0000000180025095e-35 0.90943267259056748 5.5000000000000009 4.5000000000000009 0.74478940512375169 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 5.5000000000000009 1.0000000180025095e-35 0.99040761869709237 1.0000000180025095e-35 26.500000000000004 0.75103305785123975 0.98089094449853953 0.88029850746268667 0.76103179753406891 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 10 2 10 8 2 2 2 10 2 2 10 2 10 10 2 2 2 10 2 2 2 2 2 left_child=2 -2 3 4 6 8 10 12 9 18 21 14 26 -7 15 16 -9 -5 28 -12 -21 -1 -15 -24 -25 -18 27 -3 -4 -6 right_child=1 7 5 17 29 13 -8 11 -10 -11 19 -13 -14 22 -16 -17 25 -19 -20 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=0.002167112520882523 0.0054992325975992788 -0.0045056621439851759 0.0025532843902556276 0.0092765672384859613 -2.503097606568014e-05 0.012291165486985294 -0.0012317857360407117 -0.0068139287141806551 0.0047249500852920333 -0.004834364104228126 0.0077216437264030395 -0.0088826340412656978 0.00055487602573894108 -0.0018730081683723419 0.0055365267672061857 -0.0065980055698138087 0.012338292860733369 -0.0044337053930901659 -0.0035389747800605043 -0.0018276648085366765 0.010187040796980816 0.014561895952800033 0.0073523994196640283 -0.0056932754899248709 0.0043025173320383478 -0.004836286538451833 -7.6936456369945045e-05 -0.0078961158030692157 -0.0023310746082198996 -0.0046401850705507482 leaf_weight=3347.9546860530972 2276.8095348104835 21054.867238618433 3829.414164043963 9742.8614019155502 3094.1543782353401 749.17592836171389 2283.513219319284 368.94570630043745 2809.9863102212548 3898.7029511705041 14984.186822809279 11210.685711525381 1646.7201959788799 541.55274252593517 277.60701487958431 5288.1044087558985 281.43915785849094 173.84082043915987 1682.6245101168752 671.56753438711166 331.9818384796381 177.18376706540585 2337.8449287489057 330.81771078705788 1000.2768840938807 108.23749214410782 985.34510843455791 2547.7925178557634 1149.8152318000793 1411.6423472836614 leaf_count=24115 14413 231523 29255 53457 27072 3836 20873 4229 18800 41308 86539 150391 14490 4968 2120 63869 1317 1754 16765 5566 1752 825 13376 3660 6645 1107 9306 32334 10962 14553 internal_value=0 -0.00508452 0.00423905 0.00573904 0.0044959 0.0012752 0.00572938 -0.00563506 -0.00033119 -0.00167654 0.00654402 -0.00755627 -0.00435095 0.00560581 -0.00520512 -0.00569827 0.000573463 0.00903622 0.000171501 0.00737172 0.00214689 0.00279011 0.00441628 0.00534461 0.00181826 0.00756784 -0.0046795 -0.00487165 0.00142538 -0.00147093 internal_weight=0 46046.6 54549.1 36218.9 26302.2 18330.2 21796.4 43769.7 13370.5 10560.6 19512.9 17535 26234.7 4959.67 6324.33 6046.73 758.622 9916.7 6661.85 15987.7 1003.55 3525.14 4210.49 3668.94 1331.09 389.677 24588 23602.7 4979.23 4505.8 internal_count=911180 525099 386081 236506 181295 149575 139670 510686 117090 98290 118797 223033 287653 32485 72642 70522 6653 55211 56982 93857 7318 24940 28649 23681 10305 2424 273163 263857 40217 41625 is_linear=0 shrinkage=0.01 Tree=99 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 5 4 10 10 5 1 4 10 5 10 1 5 2 1 5 1 2 10 1 1 1 2 4 2 split_gain=143463 3183.2 2944.82 370.898 288.263 244.267 123.171 83.7666 79.7774 72.9844 63.7135 58.3093 57.0282 56.6126 47.7604 47.0032 44.9882 38.627 36.7907 36.761 34.6749 30.1393 29.7523 28.7672 28.5871 23.9815 22.1622 22.1481 20.7492 20.3189 threshold=0.13270235061645502 0.94052824378013633 0.0035319819580763002 0.65440738201141369 0.00017857718921725002 0.026551560498774003 6.5000000000000009 2.5000000000000004 0.99951267242431652 0.99473056197166454 97.500000000000014 0.12560679611650488 2.5000000000000004 0.2688089013099671 1.5000000000000002 0.00099748477805400022 0.051836094939543158 455.50000000000006 0.95469208211143708 0.98936170212765973 46.500000000000007 0.24494897959183673 0.97837774661056576 0.0089773964136838514 0.15018796992481201 1.0000000180025095e-35 0.48581488933601619 0.49341991341991348 2.5000000000000004 0.99938118811881205 decision_type=2 2 2 2 2 2 2 10 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 left_child=2 3 4 7 -1 16 9 10 17 -3 13 -7 18 -2 26 -6 25 28 20 -10 -5 -9 -12 -18 -14 -4 -13 -28 -8 -24 right_child=1 6 5 12 15 11 8 21 19 -11 22 14 24 -15 -16 -17 23 -19 -20 -21 -22 -23 29 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.010773990679487908 0.0041015746841336813 0.013405082556264386 -0.0027822475723859462 0.010986136318331672 -0.0091477061919441587 0.0023785563081061265 0.015357654041418036 0.0042029478479310694 0.017775794072582552 0.015500739743619997 0.00019051865044483944 -0.0015574348752187819 0.010630682438545714 0.0072225981406219024 -0.0027415260084650383 -0.0073330664754735486 -0.0063187492172624704 0.0034682330706801118 0.014704985428420511 0.015180981942816408 0.0068306054044885781 -0.002583313228774693 0.028616049391309392 -0.004119444947678126 0.0029270721284193968 0.0039005926120597237 0.00026400606757764666 0.0047160557958294746 0.011272023984690696 0.0019577360328058009 leaf_weight=48685.058061875403 903.31448728591204 1770.6202951222658 529.49225673824549 1599.4682695716619 3794.1216609999537 622.66310102492571 940.6626327931881 103.33132698386908 4457.2390571683645 27050.188375502825 249.15235862135887 282.49362325668335 72.752721831202507 1629.8046411722898 915.807263225317 2288.2940134853125 1159.5607088655233 30.840433701872826 230.36305642127991 622.19279423356056 229.62708428502083 178.49065836519003 6.3474307209253293 1220.986472517252 142.5648323148489 59.757675558328629 289.08050759136677 182.15108364075422 143.23082685470581 5.2025725543498993 leaf_count=625923 5061 7401 3886 6839 41590 3728 3884 595 18204 118850 1661 2077 314 7818 7585 22990 11264 132 953 2764 1111 1208 32 10700 672 511 1798 990 611 28 internal_value=0 0.0145492 -0.00983103 0.00736533 -0.0105176 -0.00268551 0.0156469 0.00510102 0.0169263 0.015372 0.00562517 -0.000233087 0.0104268 0.00610964 -0.00120712 -0.00846501 -0.00457838 0.0145038 0.0109388 0.0174579 0.0104644 -9.50994e-05 0.000917874 -0.00519072 0.00553001 -0.00210452 0.000657253 0.00198491 0.0148178 0.0166081 internal_weight=0 40365.4 60029.5 5350.42 54767.5 5261.99 35015 3075.64 6194.17 28820.8 2793.82 2292.2 2274.78 2533.12 1669.53 6082.42 2969.8 1114.73 2059.46 5079.43 1829.1 281.822 260.702 2380.55 215.318 589.25 753.725 471.232 1083.89 11.55 internal_count=911180 178138 733042 26292 690503 42539 151846 16403 25595 126251 14600 16178 9889 12879 12450 64580 26361 4627 8903 20968 7950 1803 1721 21964 986 4397 4865 2788 4495 60 is_linear=0 shrinkage=0.01 Tree=100 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 10 10 10 9 10 9 9 4 4 5 5 4 5 9 9 5 10 4 4 9 5 9 9 5 split_gain=141333 3175.66 2942.97 477.744 380.184 333.412 217.395 200.076 126.52 149.902 125.933 95.7048 86.9789 66.4441 61.3897 54.332 51.1814 49.0859 43.1358 41.9751 58.5795 41.2789 37.2049 36.7812 35.6125 33.5191 33.072 32.8752 31.4105 32.6631 threshold=0.13270235061645502 0.94052824378013633 0.0023884368129074005 5.6250000000000009 7.0550000000000006 0.65440738201141369 0.00017857718921725002 0.020015737973153553 0.99766892194747936 2.6250000000000004 0.026551560498774003 3.2650000000000001 6.2550000000000008 1.5000000000000002 2.5000000000000004 80.500000000000014 3.5000000000000004 1.5000000000000002 5.5000000000000009 3.5350000000000006 5.6350000000000007 23.500000000000004 0.2688089013099671 5.5000000000000009 2.5000000000000004 8.2700000000000014 32.500000000000007 9.0500000000000025 5.3550000000000013 455.50000000000006 decision_type=2 2 2 8 8 2 2 2 2 10 2 10 8 10 10 2 2 10 2 10 10 2 2 10 8 8 2 8 8 2 left_child=2 4 6 7 5 13 -1 -4 28 16 27 -9 -8 15 21 22 -10 26 -11 -15 -21 -7 -2 -20 -6 -12 -13 -5 -3 -30 right_child=1 8 3 10 24 14 12 11 9 18 25 17 -14 19 -16 -17 -18 -19 23 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.010761939069612739 0.0033753006024656012 0.012656791707098635 -0.0063652825560354112 -0.0022919230995463629 0.013913769156011634 0.010576823880071496 -0.0091145649165418324 0.0014023916369664876 0.015033227227163926 0.016266789836022623 0.0036390169073627315 -0.0013768346761328079 -0.0052110248221503971 0.0057697588998035457 0.0029860764190870986 -4.4805359079182474e-05 0.016477780770727465 -0.0059880326528555699 0.018059777974809614 -0.0015747341140139154 0.007273036506997255 0.0063493551756926871 0.0064526621795097097 0.01506911257337332 0.0081744475776251782 0.0091769867474752985 -0.0056917556669784123 0.002070786808140448 0.014793015027392123 -0.0026262993242053825 leaf_weight=48254.339650340378 615.125363714993 1613.0807603597641 2607.8728840947151 324.24305812269449 794.48975150287151 1405.7048842459917 4743.0642014369369 538.92827093601227 17770.449878931046 7833.0493824481964 189.41204015910625 868.62984933704138 648.9113679304719 153.97285930812359 139.8181394636631 210.48688799887896 2845.4341057240963 521.70476888120174 2840.2450030297041 460.61238057911396 89.345323272049427 276.39097940921783 1087.2885023355484 480.85727475583553 125.14315074682236 258.38083542883396 223.29101991653442 369.6263964176178 1489.1191358715296 10.842901527881621 leaf_count=625923 3473 6684 24869 3098 3357 5970 52488 2961 79921 33284 1337 6487 5634 741 672 1378 11958 4780 11485 3062 544 1331 5226 2149 538 1191 2083 2191 6317 48 internal_value=0 0.0144483 -0.00981176 -0.00310944 0.00728078 0.00606835 -0.0105491 -0.00450273 0.0155493 0.0157379 0.00270019 -0.0022462 -0.00864478 0.00378151 0.00935297 0.00474813 0.0152326 -0.00346478 0.0166717 0.00115474 -0.000137338 0.00988219 0.00534073 0.0176268 0.0131328 0.00683448 -0.00225921 3.21059e-05 0.0136254 0.0146671 internal_weight=0 40241.5 59548.4 5902.09 5358.38 4438.75 53646.3 4760.43 34883.1 31770 1141.66 2152.55 5391.98 2616.83 1821.91 1912.9 20615.9 1613.63 11154.2 703.931 549.958 1682.1 1702.41 3321.1 919.633 447.793 1091.92 693.869 3113.04 1499.96 internal_count=911180 178138 733042 48997 26292 22397 684045 41180 151846 138797 7817 16311 58122 14424 7973 10077 91879 13350 46918 4347 3606 7301 8699 13634 3895 2528 8570 5289 13049 6365 is_linear=0 shrinkage=0.01 Tree=101 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 10 10 10 9 10 9 9 9 10 9 9 9 10 9 9 9 9 10 9 10 9 9 9 9 split_gain=139245 3165.57 2940.8 469.94 374.08 326.158 219.188 198.016 129.901 141.287 123.016 94.0909 86.9655 58.9306 51.4649 36.2293 41.9131 35.8157 40.9017 47.2473 32.7764 32.2333 31.4707 31.1906 28.1128 27.4825 27.233 26.2212 24.9436 20.7055 threshold=0.13270235061645502 0.94052824378013633 0.0023884368129074005 5.6250000000000009 7.0550000000000006 0.65440738201141369 0.00017857718921725002 0.020015737973153553 0.99766892194747936 2.6250000000000004 0.026551560498774003 3.2650000000000001 6.2350000000000012 2.6750000000000003 0.2688089013099671 5.5050000000000008 4.0550000000000006 7.035000000000001 0.9999486804008485 3.3250000000000006 8.2700000000000014 9.0500000000000025 5.3550000000000013 0.0089773964136838514 3.7050000000000005 0.0070173616986721008 3.7050000000000005 5.2150000000000007 8.8850000000000016 4.8650000000000011 decision_type=2 2 2 8 8 2 2 2 2 10 2 10 8 10 2 10 10 10 2 10 8 8 8 2 10 2 10 10 10 10 left_child=2 4 6 7 5 13 -1 23 22 -10 21 -9 -8 -2 -15 16 -16 18 -11 -20 -12 -5 24 -4 -3 -23 -7 -28 -19 -26 right_child=1 8 3 10 -6 26 12 11 9 17 20 -13 -14 14 15 -17 -18 28 19 -21 -22 25 -24 -25 29 -27 27 -29 -30 -31 leaf_value=-0.010749989933651522 0.0078111620650018233 0.01375691526486859 -0.0071515027329796289 -0.0022729231785947059 0.013006750511195835 0.010864364920672559 -0.00908990323912914 0.0013874229535069322 0.015153015281551838 0.01540722178839465 0.0035943101003346658 -0.0034388354614973251 -0.0051852071283615651 0.0012493605033746802 0.0061812205860591806 0.0086500092396060227 0.0024016279730796038 0.014995838878577132 0.016437010646356859 0.018031724455164624 0.0090643044381864095 -0.00073910757749379044 0.014547150109313496 -0.0048658104466570654 0.0090112576988029755 0.0047128720369478206 0.0071302503192931512 0.01021319286993478 0.020294021781493716 0.012434168929936169 leaf_weight=47827.03849247098 312.87653978168964 867.88219180703163 1664.6596620678902 323.68675899505615 919.25939387083054 661.83620047569275 4706.5952138900757 539.29340912401676 20517.419157922268 1711.9910969138145 189.84809783101082 1609.5727658048272 649.0485902056098 860.29941602796316 457.48587377369404 171.71349070221186 818.02517836540937 1724.3038374036551 4348.5881853401661 3243.6363907456398 258.97394368052483 180.86946553736925 1497.2200357764959 930.86739265918732 288.43133670091629 189.15030717104673 712.84759336709976 450.06095971167088 93.687845408916473 456.30552825331688 leaf_count=625923 1313 3614 16648 3098 3895 2726 52460 2961 91879 7032 1337 13350 5662 5450 2183 925 4553 7845 18402 13261 1191 1163 6365 8221 1191 1028 3223 2024 378 1879 internal_value=0 0.0143496 -0.00979281 -0.00308637 0.00719984 0.00599896 -0.0105352 -0.00447287 0.0154533 0.015645 0.00267112 -0.00222761 -0.00861669 0.00373855 0.00318634 0.00433778 0.00375725 0.0165526 0.0168035 0.0171183 0.00675054 3.17772e-05 0.0135031 -0.00633176 0.0125338 0.00204789 0.009245 0.00832339 0.0152689 0.0111085 internal_weight=0 40113.9 59069.6 5886.92 5364.4 4445.15 53182.7 4744.39 34749.5 31639.6 1142.53 2148.87 5355.64 2620.4 2307.52 1447.22 1275.51 11122.2 9304.22 7592.22 448.822 693.707 3109.84 2595.53 1612.62 370.02 1824.74 1162.91 1817.99 744.737 internal_count=911180 178138 733042 48997 26292 22397 684045 41180 151846 138797 7817 16311 58122 14424 13111 7661 6736 46918 38695 31663 2528 5289 13049 24869 6684 2191 7973 5247 8223 3070 is_linear=0 shrinkage=0.01 Tree=102 num_leaves=31 num_cat=0 split_feature=5 2 2 2 2 1 5 0 0 3 5 2 5 7 2 2 3 3 2 5 1 5 1 2 5 5 5 2 2 1 split_gain=20454.9 2539.8 2268.26 1392.38 1809.45 1206.64 1151.04 851.784 818.597 568.115 427.165 391.97 255.197 244.368 232.022 230.323 242.935 196.618 196.334 195.977 186.695 199.158 265.528 334.425 184.753 182.53 176.259 165.461 487.263 163.056 threshold=3.5000000000000004 1.0000000180025095e-35 0.50155279503105599 0.49341991341991348 0.33477011494252878 0.091372912801484213 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 27.500000000000004 31.500000000000004 0.90943267259056748 1.0000000180025095e-35 1.0000000180025095e-35 0.76506899055918665 0.99040761869709237 22.500000000000004 26.500000000000004 0.75937646507266776 1.0000000180025095e-35 0.64326765188834167 4.5000000000000009 0.27293771043771048 0.75103305785123975 23.500000000000004 31.500000000000004 1.5000000000000002 0.78956442831215978 0.78598691384950936 0.74891304347826104 decision_type=2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 8 10 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 25 3 4 6 11 9 12 10 13 20 -4 14 -1 -7 -13 26 -8 -9 -6 21 22 23 -3 -23 -2 -17 28 -26 -11 right_child=1 8 5 -5 19 7 17 18 -10 29 -12 15 -14 -15 -16 16 -18 -19 -20 -21 -22 24 -24 -25 27 -27 -28 -29 -30 -31 leaf_value=0.0021069455361103916 0.0062820857195985715 0.010891669548169993 0.012293159782341495 0.0088191694648375278 -1.9827450144537563e-05 0.00017705758370787161 -0.0060502571761898464 0.0057298340231338799 0.0002298190905146895 0.0063890692141459569 -0.006703560141470704 -0.0018306492990519574 -0.0044252058703813839 0.014296533973384026 -0.0039074508706563957 0.0041821815855687576 0.0062797923430545641 0.00061219697235098984 -0.0016699244531618394 -0.004563143816007126 -0.007283610112453192 -0.0051391362049455803 -0.0043686513636704448 -0.0047113556700575229 -0.0026787020173700336 -0.0034195567483413063 -0.0074918830055594014 -0.006996391784164736 0.012359683616284974 0.0084856542540111528 leaf_weight=3296.9003818407655 2031.9799341857433 344.0834156498313 722.6422456279397 9759.8771480023861 3042.3030839785933 6062.2950857952237 607.52646715193987 2345.1374389082193 2314.921087577939 9774.1001464501023 24710.819683365524 532.01768420636654 2504.3578259348869 173.09732575714588 1804.7902943864465 286.1724791303277 3097.264587007463 1635.1391753554344 423.27458687126637 1380.1156589686871 2212.3669579848647 9872.8986955806613 754.31877441704273 228.6490780711174 1476.0185409635305 214.39072193950415 235.98018322885036 503.7810595780611 252.28368724882603 5978.387796446681 leaf_count=24115 12661 1835 3738 55211 27072 53242 6949 14828 21191 59831 310517 4968 26419 825 18719 1878 18903 13924 3980 14553 26730 115844 8206 2375 16201 1752 2900 6232 1555 34026 internal_value=0 -0.0050076 0.00413889 0.00560041 0.00438691 0.0012467 0.00558693 -0.000329581 -0.0055532 0.0063779 -0.00588494 0.00549616 -0.001645 0.00271501 -0.000759971 0.004313 0.00521605 -0.00119263 0.00459845 -0.00143767 -0.0045919 -0.00414855 -0.000470939 0.00466255 -0.00455172 0.00535617 -0.00109376 -0.00195347 -0.000483519 0.00718477 internal_weight=0 44916.5 53661.4 35647.4 25887.6 18013.9 21465.2 13139.9 42670.1 19222.5 40355.2 4874.08 10371.4 3470 7867.09 4151.43 3619.42 2242.67 2768.41 4422.42 15644.4 13432 1327.05 572.732 12105 2246.37 522.153 2232.08 1728.3 15752.5 internal_count=911180 525099 386081 236506 181295 149575 139670 117188 510686 118797 489495 32387 98380 24940 71961 28649 23681 20873 18808 41625 178978 152248 12416 4210 139832 14413 4778 23988 17756 93857 is_linear=0 shrinkage=0.01 Tree=103 num_leaves=31 num_cat=0 split_feature=9 9 5 9 4 1 9 1 9 5 2 9 9 4 9 9 9 4 9 5 1 9 9 9 1 1 9 5 9 9 split_gain=60022.1 3221.88 2665.6 2133.26 2284.83 1141.89 1086.62 741.579 705.236 516.676 505.52 391.265 322.813 315.61 294.905 284.14 277.48 270.893 239.365 214.783 209.375 194.889 184.143 242.63 181.518 170.97 188.358 163.943 157.159 625.32 threshold=3.3550000000000004 2.6250000000000004 30.500000000000004 6.0550000000000006 1.5000000000000002 0.77442071785552036 4.495000000000001 1.0000000180025095e-35 6.2550000000000008 30.500000000000004 0.90943267259056748 4.2350000000000012 7.3800000000000008 2.5000000000000004 2.6250000000000004 2.9750000000000005 6.9850000000000012 2.5000000000000004 8.8850000000000016 3.5000000000000004 0.028778467908902653 5.3350000000000009 4.4750000000000005 3.8350000000000004 0.27293771043771048 0.98936170212765973 5.3350000000000009 1.5000000000000002 4.995000000000001 4.9850000000000012 decision_type=10 10 2 10 10 2 10 2 10 2 2 10 10 10 8 10 10 10 10 2 2 10 10 10 2 2 10 2 10 10 left_child=1 9 3 6 5 12 17 21 -6 14 16 -4 -5 -12 -1 -3 -10 19 -18 22 -13 -8 23 -2 -11 28 -27 -17 29 -9 right_child=2 15 11 4 8 -7 7 25 10 24 13 20 -14 -15 -16 27 18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.010964485599933358 0.001388950468434394 0.0071503321383871426 -0.004716037614184731 -0.0015596602349585605 -0.0070436241938937969 0.0095932139078626234 -0.0041712433521369219 -0.0071893584435195534 0.0029699205495430513 0.0023745634943038775 0.013467328894026369 -0.004089814991992873 -0.0086774530071160264 -0.0088005326092148537 0.013296981337931366 0.0053432274880455856 0.011838687828006483 -0.0081624050312423119 0.0005734027374783697 -0.0048322069426151235 -0.0094812682766537617 0.00038769385225258544 0.0070847993101130959 -0.0030797312338959001 0.0090672711187634557 -0.0061423462485579649 0.0033572773907254152 0.0017572828741553533 -0.0081050039601382132 0.0037042402541763862 leaf_weight=8261.0108438879251 2221.7164283692837 4757.465287566185 2088.067973010242 847.41352010518312 358.49564310908318 477.81980420649052 3435.9103493914008 5919.5968547835946 571.51839169114828 545.1227320432663 83.391592510044575 749.32528715580702 2568.3221980258822 268.85677593201399 15764.451665267348 2895.6620578095317 2012.8297271579504 686.36091998964548 208.11721560359001 1552.5402150973678 18595.636657692492 1289.6499380096793 294.63189631700516 2681.4930381178856 1579.2839244678617 680.81281647831202 301.00561084598303 2277.8452941775322 13834.669702105224 578.42721296101809 leaf_count=40270 15986 27106 23691 7950 4012 2367 30340 68622 4551 3872 406 8721 33546 3420 73698 17057 10518 7793 2037 16993 260450 10129 1816 24327 8722 6479 2070 17676 171665 4890 internal_value=0 0.0102355 -0.00597219 -0.0044744 0.000385775 -0.00488611 -0.00554827 -0.00651107 0.00624508 0.012077 0.00775999 -0.00882853 -0.00691159 -0.00352882 0.012495 0.00538643 0.00918399 -0.00217697 0.0107831 -0.00156839 -0.00927243 -0.00292707 -0.000593519 -0.00105491 0.00734992 -0.00730567 -0.00322995 0.00376437 -0.00750247 -0.00621966 internal_weight=0 36080.8 62306.6 40873.6 7396.76 3893.56 33476.8 26040.1 3503.21 26149.9 3144.71 21433 3415.74 352.248 24025.5 9930.97 2792.47 7436.74 2220.95 6750.38 19345 4725.56 5197.84 4903.21 2124.41 21314.5 981.818 5173.51 20332.7 6498.02 internal_count=911180 188401 722779 429917 68807 43863 361110 294195 24944 126562 20932 292862 41496 3826 113968 61839 17106 66915 12555 59122 269171 40469 42129 40313 12594 253726 8549 34733 245177 73512 is_linear=0 shrinkage=0.01 Tree=104 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 4 10 5 4 10 4 2 2 5 10 2 2 2 2 2 5 2 10 5 10 2 5 split_gain=135748 3105.53 2931.59 347.914 301.122 220.038 127.993 140.74 78.9836 59.6151 57.0613 54.3453 53.1454 53.075 37.0247 35.7232 31.2177 28.8963 28.5715 27.3536 27.063 26.4395 31.549 24.7839 22.9589 21.7279 20.1175 19.457 19.1455 19.1013 threshold=0.13270235061645502 0.94052824378013633 0.0023884368129074005 0.65440738201141369 0.026551560498774003 0.00017857718921725002 0.99766892194747936 5.5000000000000009 2.5000000000000004 0.0089773964136838514 97.500000000000014 2.5000000000000004 0.2688089013099671 1.5000000000000002 0.091229193341869366 0.95469208211143708 46.500000000000007 0.00099748477805400022 0.97837774661056576 0.94701754385964931 0.95030864197530873 0.87439320388349528 0.50155279503105599 455.50000000000006 0.091229193341869366 0.068259380757808671 2.5000000000000004 2.9517374969145752e-05 0.99938118811881205 28.500000000000004 decision_type=2 2 2 2 2 2 2 2 10 2 2 8 2 10 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 5 8 9 27 23 -8 10 19 12 15 -2 21 -9 16 -5 -7 -12 24 -11 22 25 -3 -4 -6 -17 -1 -20 -21 right_child=1 6 4 11 13 17 7 14 -10 20 18 -13 -14 -15 -16 26 -18 -19 28 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010802079035206259 0.0039482122515622402 0.013436355968851834 -0.0040938994105024478 0.010610145039432283 -8.8251729713209765e-06 -0.0090675453771306147 0.015177177406020995 0.015056197424451849 -0.00012339565202224199 -0.0037810371722856819 0.00025057783334968004 0.0053048176194797729 0.0069678670914837121 -0.0025659338111682002 0.01726390662942592 0.012105752204013333 0.0066733999749679883 -0.007458758977784855 0.027786664801522667 -0.0036923197059336929 0.00091156011425947542 0.0039244253404847381 -0.0017261739798654508 0.0025672457319346376 -0.0068631744316801895 0.0031728662180778456 0.018281761909785466 -0.0101450678502145 0.0019896343220275471 0.0050742235073185527 leaf_weight=41986.49066875875 905.72217552363873 3076.7201384305954 373.03270200639963 1600.0885076224804 481.4182086661458 3702.2940984591842 25657.847973391414 902.55578871071339 281.3187867552042 1386.9549367204309 247.96573574841022 215.55685487389565 1634.9533038884401 675.96047495305538 4797.3639185279608 149.13233262300491 230.44023281335831 1598.515323728323 6.4493744224309904 132.568284727633 134.8482535853982 228.51680717617273 508.68468750268221 21.12289734184742 1516.2257552817464 387.31557793915272 81.60111877322197 5049.5354526638985 5.1936947107315063 30.589699290692806 leaf_count=564080 5061 12957 2758 6839 3142 41590 115044 4032 1803 11931 1661 986 7818 5438 19721 610 1111 16532 32 1144 978 1423 3944 92 15695 2231 343 61843 28 313 internal_value=0 0.0142 -0.00976309 0.0071179 -0.00305319 -0.0105139 0.0153014 0.0154929 0.00492766 -0.00486505 0.00543509 0.0100823 0.00589139 -0.000215215 0.0169143 0.0105819 0.0101146 -0.0085824 0.000969439 -0.00597712 -0.00336522 0.000774235 0.000251611 0.0133622 -0.00631638 0.0014097 0.01429 -0.0107315 0.0162792 -0.00204872 internal_weight=0 39814 58193 5358.42 5856.12 52336.8 34455.6 31357.8 3081.6 3574.22 2800.28 2276.82 2540.68 2281.9 5699.92 2061.26 1830.53 5300.81 259.609 2052.42 1521.8 1605.94 1377.42 3097.84 1889.26 868.734 230.733 47036 11.6431 163.158 internal_count=911180 178138 733042 26292 48997 684045 151846 138797 16403 32819 14600 9889 12879 16178 23753 8903 7950 58122 1721 19910 12909 10740 9317 13049 18453 5373 953 625923 60 1457 is_linear=0 shrinkage=0.01 Tree=105 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 10 10 2 5 2 2 5 2 5 2 2 10 2 5 3 2 2 2 0 5 5 5 split_gain=133758 3100.14 2930.63 341.043 296.879 221.922 131.565 133.237 62.5745 59.09 38.0374 37.2435 35.1431 33.9724 40.6088 31.3191 31.9724 30.5275 30.223 28.9431 28.9336 29.2745 27.4323 27.1071 26.6397 26.5891 26.1182 24.3827 23.1445 23.1205 threshold=0.13270235061645502 0.94052824378013633 0.0023884368129074005 0.65440738201141369 0.026551560498774003 0.00017857718921725002 0.99766892194747936 5.5000000000000009 0.3781151175498963 0.0089773964136838514 0.94754041967664271 46.500000000000007 0.091229193341869366 0.96784532671629464 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 0.9566262541806021 0.00099748477805400022 0.99040761869709237 22.500000000000004 28.500000000000004 0.94701754385964931 0.95030864197530873 0.99938118811881205 1.0000000180025095e-35 455.50000000000006 97.500000000000014 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 left_child=2 3 5 8 9 -1 27 -8 15 23 11 -5 -9 14 -6 22 -17 -16 -18 -7 21 -15 -2 -4 -11 -20 -24 -3 -10 -12 right_child=1 6 4 10 13 19 7 12 28 24 29 -13 -14 20 17 16 18 -19 25 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010719865206902348 -8.4565454726544519e-05 0.013317520653195294 -0.0062830936793390867 0.010028226020394682 0.00079661822407776559 -0.00904157031673581 0.01509745726221313 0.014975401316741004 0.0068920645381251242 -0.0037531394176073215 0.011335897745210677 0.0059564773895107162 0.017130884783702657 -0.008058859312233416 0.0031954529889686059 0.0045200578192464806 0.00070985876789975242 -0.0025685034771380922 0.016523644151180222 -0.0074265393178582096 0.0024439744446091748 0.021550665227699946 0.010760462025606064 -0.0020311509293633565 0.00090191068058098351 0.0037157538129338513 0.0049344221571729725 0.0025399995638912031 0.0022141762563261448 0.017573816854028489 leaf_weight=46618.498116292059 59.106001034379005 3073.1504888087511 1880.3222150430083 1764.4454649090767 1042.1946473419666 3675.9332233443856 25536.008361876011 898.37201826274395 1230.1121951043606 1383.3101388886571 164.33327797055244 257.41303606331348 4786.3245127350092 4.2555449083447483 101.93305740505457 649.22498864680529 631.89730763435364 932.23394240438938 22.107794016599655 1589.4414917230606 185.118592441082 15.504676774144171 130.87013949453831 162.92850019782782 134.92766277492046 60.744576394557953 186.75276093184948 21.135919198393822 115.71611477434635 93.06878550350666 leaf_count=625923 283 12957 18453 7571 6480 41590 115044 4032 5813 11931 673 1253 19721 27 607 3398 4327 7908 115 16532 1060 96 593 1457 978 309 859 92 706 392 internal_value=0 0.0141055 -0.00974396 0.00703699 -0.00302966 -0.0105001 0.0152107 0.0154057 0.00487054 -0.00483372 0.00997077 0.00950983 0.0167902 -0.000213141 -0.000596472 0.00361856 0.00291362 -0.00200038 0.00145445 -0.00855405 0.00367176 0.015174 0.00617086 -0.00594404 -0.00333944 0.00713333 0.00733492 0.0132439 0.00648985 0.0135913 internal_weight=0 39680.8 57726.6 5365.79 5842.73 51883.9 34315 31220.7 3086.53 3561.49 2279.26 2021.86 5684.7 2281.24 2076.36 1740.7 1363.97 1034.17 714.75 5265.37 204.879 19.7602 376.729 2043.25 1518.24 82.8524 317.623 3094.29 1345.83 257.402 internal_count=911180 178138 733042 26292 48997 684045 151846 138797 16403 32819 9889 8824 23753 16178 14995 9884 8149 8515 4751 58122 1183 123 1735 19910 12909 424 1452 13049 6519 1065 is_linear=0 shrinkage=0.01 Tree=106 num_leaves=31 num_cat=0 split_feature=5 2 2 2 2 2 5 4 0 4 5 0 4 2 4 5 2 4 5 2 2 2 2 5 2 2 2 4 2 5 split_gain=19264.4 2405.14 2127.75 1317.94 1693.1 1124.26 1072.08 1038.88 796.833 566.67 515.234 383.248 374.668 352.77 308.803 306.697 349.41 290.33 279.417 270.364 254.875 327.158 215.174 226.829 208.126 245.319 203.007 198.71 186.97 186.902 threshold=3.5000000000000004 1.0000000180025095e-35 0.50155279503105599 0.49341991341991348 0.33477011494252878 0.90501253132832093 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 28.500000000000004 1.0000000180025095e-35 1.5000000000000002 0.90943267259056748 5.5000000000000009 4.5000000000000009 0.74478940512375169 2.5000000000000004 1.0000000180025095e-35 0.33248299319727892 0.25108695652173912 0.24165739710789766 0.99040761869709237 1.0000000180025095e-35 0.98089094449853953 0.88029850746268667 0.75103305785123975 5.5000000000000009 0.76103179753406891 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 10 2 10 2 2 10 2 10 2 2 10 2 2 2 2 2 2 2 2 2 10 2 2 left_child=2 -2 3 4 6 8 12 11 9 18 14 24 20 -7 15 16 -9 -5 28 27 21 -1 -15 -24 25 -3 -18 -14 -4 -6 right_child=1 7 5 17 29 13 -8 10 -10 -11 -12 -13 19 22 -16 -17 26 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0067192286220369782 0.005213244300393929 -0.0043370872884835668 0.0024633493900790295 0.0088454164540216276 -1.7676864694856507e-05 0.011807541529095094 -0.0011578207267336094 -0.0066602462661645876 0.0044732346741129516 -0.004703420724985358 -0.008739699643522383 0.00056021228504122915 0.0016193511895209287 -0.0017819101479234678 0.0053572649972439225 -0.0064440950870707468 0.011754666156751017 -0.0044023032814685401 -0.0034096460278931241 0.0087863174487020773 0.0024502383333152512 0.011140230034920541 0.0069760780034459711 0.0017377732355187425 6.7236420953451667e-05 -0.0077134470413647528 -0.0046624709521775895 0.0090819726196063339 -0.0022139469043158267 -0.0044946605752380431 leaf_weight=11462.895646117628 2221.2582353651524 20125.893408901989 3726.1460493728518 9454.5842240229249 2998.4217341244221 716.71998070180416 2207.4059149250388 351.95333192497492 2730.841238476336 3744.7201945930719 10557.66239067167 1595.6826590001583 3176.1465302780271 523.89164877682924 270.92331882566214 5035.3194281086326 271.73615999519825 168.37426085025072 1618.5818368121982 832.01037642359734 1145.2935718223453 1960.0603743717074 2283.5970036387444 1295.6543079987168 955.36825107783079 2409.5997286811471 104.20486050844193 401.96647116541862 1108.9999704137444 1353.3744796067476 leaf_count=68636 14413 231523 29255 53457 27072 3836 20873 4229 18800 41308 150391 14490 24361 4968 2120 63869 1317 1754 16765 4785 8618 10156 13376 10305 9306 32334 1107 2241 10962 14553 internal_value=0 -0.00492577 0.00403486 0.00545966 0.0042712 0.00121238 0.00543818 -0.00546613 -0.000324268 -0.0016089 -0.00740747 -0.00418216 0.00620537 0.00533444 -0.00507653 -0.00556701 0.000500375 0.00861362 0.000186674 0.00365166 0.00697843 0.0073648 0.00420375 0.00507986 -0.0045043 -0.0046981 0.0072041 0.0024577 0.00139055 -0.00140998 internal_weight=0 43899.6 52909.7 35160.5 25537.6 17749.2 21185.8 41678.3 12929.3 10198.4 16591.8 25086.5 18978.4 4819.86 6034.14 5763.21 727.894 9622.96 6453.73 4410.12 14568.2 13423 4103.14 3579.25 23490.9 22535.5 375.941 3578.11 4835.15 4351.8 internal_count=911180 525099 386081 236506 181295 149575 139670 510686 117090 98290 223033 287653 118797 32485 72642 70522 6653 55211 56982 31387 87410 78792 28649 23681 273163 263857 2424 26602 40217 41625 is_linear=0 shrinkage=0.01 Tree=107 num_leaves=31 num_cat=0 split_feature=9 9 5 9 4 1 9 1 9 5 2 0 0 9 9 4 9 9 9 1 9 1 9 3 1 9 9 9 5 5 split_gain=57043.2 3090.6 2571.78 2043.45 2172.34 1081.04 1045.57 713.09 669.373 484.968 477.062 450.208 407.625 388.845 315.227 301.842 291.439 268.795 260.817 238.245 223.622 208.998 204.809 174.281 164.227 180.123 153.197 606.059 519.036 147.848 threshold=3.3550000000000004 2.6250000000000004 30.500000000000004 6.0550000000000006 1.5000000000000002 0.77442071785552036 4.495000000000001 1.0000000180025095e-35 6.2550000000000008 30.500000000000004 0.90943267259056748 1.0000000180025095e-35 1.0000000180025095e-35 4.2350000000000012 7.3800000000000008 2.5000000000000004 2.6250000000000004 2.9750000000000005 6.9850000000000012 0.012270400481782552 8.8850000000000016 0.028778467908902653 4.4750000000000005 29.500000000000004 0.98936170212765973 5.3350000000000009 4.995000000000001 4.9850000000000012 17.500000000000004 1.5000000000000002 decision_type=10 10 2 10 10 2 10 2 10 2 2 2 2 10 10 10 8 10 10 2 10 2 10 10 2 10 10 10 2 2 left_child=1 9 3 6 5 14 12 11 -6 16 18 -8 19 -4 -5 -12 -1 -3 -10 -2 -20 -15 -14 -11 26 -26 27 -9 -29 -19 right_child=2 17 13 4 8 -7 7 24 10 23 15 -13 22 21 -16 -17 -18 29 20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.010724015303440096 0.0027328887640517153 0.006980901786992174 -0.004614623296815658 -0.0015139638049446191 -0.006956572954828614 0.0093229241595212276 0.00099278976189260846 -0.0071169716135391428 0.0029534244203723334 0.01060553576294025 0.013173616013343197 -0.0053743855696820652 0.00018457451599427892 -0.0039832248848041714 -0.0086044387749913877 -0.0087395876715917024 0.0130581996653234 0.0051775588921179304 0.011596718043184953 -0.0046025898059719123 0.0006355335253878454 -0.0094165256896844903 0.0099046380058244229 0.0047826516965526677 -0.0060884299813666219 0.0032388945058505363 -0.0080279790062423289 -0.0087465088665523352 0.010950788362984291 0.0017564943403933148 leaf_weight=8163.5492039546371 493.04575391113758 4716.9937580451369 2047.9774296730757 836.62101868540049 351.09871289879084 473.15338851511478 1811.3386333584785 5803.5918874368072 566.46881341189146 890.86240195482969 82.711885415017605 2870.1365569829941 2270.5000624656677 736.8767292201519 2502.5353784486651 261.88645823299885 15515.207156546414 2872.8675916716456 1981.5167373344302 4341.0680242627859 205.41748707741499 18047.742701344192 239.65652752667665 1215.1085767298937 671.74596463143826 299.28204897046089 13519.036224961281 212.44424572587013 361.27698974311352 2254.7034584879875 leaf_count=40270 3557 27106 23691 7950 4012 2367 13902 68622 4551 4731 406 26567 16758 8721 33546 3420 73698 17057 10518 45323 2037 260450 1277 7863 6479 2070 171665 2535 2355 17676 internal_value=0 0.0100246 -0.00590131 -0.00442219 0.000379086 -0.00482342 -0.00548211 -0.00643801 0.00612944 0.0118445 0.00761249 -0.00291082 -0.00215677 -0.00875228 -0.00682793 -0.00347989 0.0122535 0.0052581 0.00900074 -0.00385442 0.0105671 -0.00920339 0.00111259 0.00724583 -0.00722932 -0.00321364 -0.0074253 -0.00614771 0.00365704 0.00367324 internal_weight=0 35629.3 60987.1 40154.5 7261.41 3812.31 32893.1 25548.9 3449.1 25784.7 3098 4681.48 7344.27 20832.6 3339.16 344.598 23678.8 9844.56 2753.4 4834.11 2186.93 18784.6 2510.16 2105.97 20867.4 971.028 19896.3 6377.31 573.721 5127.57 internal_count=911180 188401 722779 429917 68807 43863 361110 294195 24944 126562 20932 40469 66915 292862 41496 3826 113968 61839 17106 48880 12555 269171 18035 12594 253726 8549 245177 73512 4890 34733 is_linear=0 shrinkage=0.01 Tree=108 num_leaves=31 num_cat=0 split_feature=9 9 5 9 9 9 1 5 0 9 5 0 9 2 9 9 1 1 5 5 2 1 9 9 1 2 5 1 1 9 split_gain=56079.9 3062.17 2557.44 2012.25 1901.38 1035.93 708.689 456.34 443.261 442.645 600.719 400.754 389.072 361.617 299.85 276.496 236.219 234.355 220.417 276.447 219.006 208.925 201.115 190.994 185.539 170.09 198.246 165.081 163.23 177.27 threshold=3.3550000000000004 2.5750000000000006 30.500000000000004 6.0550000000000006 8.4800000000000022 4.495000000000001 1.0000000180025095e-35 30.500000000000004 1.0000000180025095e-35 8.1200000000000028 2.5000000000000004 1.0000000180025095e-35 4.2350000000000012 0.88847429519071319 2.9750000000000005 2.5450000000000004 0.023937770392229853 0.012270400481782552 20.500000000000004 1.0000000180025095e-35 0.85379556042751448 0.028778467908902653 4.4750000000000005 8.8300000000000018 0.091372912801484213 0.20112359550561798 25.500000000000004 0.27293771043771048 0.98936170212765973 5.3350000000000009 decision_type=10 10 2 10 10 10 2 2 2 10 2 2 10 2 10 8 2 2 2 2 2 2 10 10 2 2 2 2 2 10 left_child=1 7 3 5 9 11 8 15 -7 10 13 17 -4 -5 -3 -1 -15 -2 19 23 -11 -14 -13 -6 -20 -12 -27 -9 -8 -30 right_child=2 14 12 4 18 6 28 27 -10 20 25 22 21 16 -16 -17 -18 -19 24 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=0.010611762733207415 0.0027023212066514292 0.0070463202004067303 -0.0045829777701985588 0.0029557623244997979 0.013301823743534771 0.00098239626196019981 -0.0073941462696513072 0.0024242275897344311 -0.005338669797132092 0.011865024873271943 0.0070484490094131456 0.00018271510078999914 -0.003954968822798618 -0.00062880509929045451 0.0036337731980895915 0.012955282125594205 0.0136804065253107 -0.0045702339635952452 -0.005419695502501729 -0.0087756355034111846 -0.0090384649098235147 -0.0093957702140723704 0.0098219005066183009 -0.004545448855985474 0.010734684900242318 -0.0054032196015698052 0.0041470565866124041 0.0089474035935722205 -0.0060525968372767136 0.0032031229516376555 leaf_weight=7373.5449856594205 493.63368204981089 5167.9897805228829 2041.5300363600254 1458.9311502128839 97.22247552126646 1812.1927407607436 19781.001787237823 523.2492927312851 2860.4930023774505 823.43150574713945 175.42024159431458 2270.6688833907247 734.73070611804724 138.90106427669525 5131.4140322357416 15870.080650657415 680.93423561751842 4328.148481592536 160.64527099579573 2036.7159754484892 53.369298316538334 17907.438087634742 239.26059172302485 156.45774540305138 127.54644119739532 1051.8103500753641 273.97304210066795 1500.3911431729794 668.9795890673995 299.59650762379169 leaf_count=36389 3557 29542 23691 10544 438 13902 245177 3736 26567 3976 1044 16758 8721 1013 34733 75697 3436 45323 2089 28096 677 260450 1277 1697 686 12690 2421 8304 6479 2070 internal_value=0 0.00994196 -0.00587275 -0.0043962 0.000376567 -0.00545051 -0.00640557 0.0118153 -0.00288719 0.00419121 0.00270633 -0.0021389 -0.00872747 0.00594197 0.00534611 0.0122119 0.0112561 -0.0038257 -0.00651244 -0.00754953 0.0105927 -0.00918134 0.00110158 0.00229449 0.00172983 -0.00220526 -0.00342966 0.00726072 -0.00719788 -0.00318965 internal_weight=0 35566.7 60673 39989.3 7235.36 32754 25422.3 25267.3 4672.69 4656.77 3779.97 7331.71 20683.7 2278.77 10299.4 23243.6 819.835 4821.78 2578.59 2290.4 876.801 18642.2 2509.93 253.68 288.192 1501.2 1325.78 2023.64 20749.6 968.576 internal_count=911180 188401 722779 429917 68807 361110 294195 124126 40469 35801 31148 66915 292862 14993 64275 112086 4449 48880 33006 30231 4653 269171 18035 2135 2775 16155 15111 12040 253726 8549 is_linear=0 shrinkage=0.01 Tree=109 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 4 2 10 4 1 10 1 2 1 10 1 4 1 2 2 2 10 10 2 1 4 2 4 split_gain=129535 3011.51 2918.21 331.371 290.883 222.113 126.516 74.1606 63.9182 58.7175 52.4887 51.0068 48.2184 33.6349 33.3956 32.0018 28.9616 28.7977 27.692 27.418 26.5989 25.6735 20.9896 20.8695 19.6583 18.7489 18.5649 18.1633 16.3072 18.7107 threshold=0.13270235061645502 0.94052824378013633 0.0023884368129074005 0.65440738201141369 0.026551560498774003 0.00017857718921725002 0.99766892194747936 2.5000000000000004 0.50155279503105599 0.0089773964136838514 2.5000000000000004 0.12560679611650488 0.3781151175498963 0.040202020202020204 0.95469208211143708 0.091372912801484213 0.00099748477805400022 0.24494897959183673 1.5000000000000002 0.15018796992481201 0.94701754385964931 0.95030864197530873 0.091229193341869366 0.068259380757808671 2.9517374969145752e-05 0.50952467343976793 0.49184758529020828 1.5000000000000002 0.16749174917491746 1.5000000000000002 decision_type=2 2 2 2 2 2 2 10 2 2 8 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 10 2 10 left_child=2 3 5 7 9 24 -3 12 -8 20 14 -6 13 -2 28 -10 -7 -9 23 -12 22 27 -4 -13 -1 -25 -15 -11 -5 -30 right_child=1 6 4 10 11 16 8 17 15 21 19 18 -14 26 -16 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 29 -31 leaf_value=-0.010769856734128643 0.0066055705958133516 0.01309803833011915 -0.0041138709525505978 0.011305146940336892 0.0022381243847789606 -0.0090075791405603376 0.014905909991489814 0.0041105736512051525 0.014926333808314976 -0.0029205714434530176 0.010147961380276755 -0.0013974503760020034 0.0068014468750233203 0.0019273160889455444 0.013930984163676937 0.016207590405601581 -0.0073826787364567959 -0.0025396946834021811 -0.0029739066190335025 0.0026042470969902531 -0.0020176820877164619 0.0008705162171184493 -0.0067668728865602837 0.0031246125157526929 -0.01010105469609643 -0.00089665568301770685 0.004461946043428696 -0.0053986172144558486 0.0099488048897412428 0.0071014790993185152 leaf_weight=40684.886518329382 413.35763783752918 3076.2708345204592 372.89047102630138 565.90758219361305 623.88575015962124 3628.3557730689645 20684.013639822602 103.15700571984053 2632.7720535695553 941.06890063732862 72.825787082314491 634.41241530328989 1224.3694371730089 539.85254158079624 230.92021669447422 7510.3721617758274 1572.2059479802847 176.56787434220314 540.78091813623905 142.36587563157082 162.56422989070415 135.02513315528631 1489.1156969964504 267.15939521044493 4927.1593558415771 204.84478563070297 621.84396259486675 431.36823120713234 956.5994735211134 304.17361757159233 leaf_count=564080 1914 13049 2758 2348 3728 41590 94592 595 12074 7770 314 4756 5843 3467 953 32131 16532 1208 4565 672 1457 978 15695 1627 61843 1502 3376 4161 4203 1399 internal_value=0 0.0139313 -0.00970712 0.00696012 -0.00298904 -0.0104744 0.0150318 0.00482232 0.0152248 -0.00478433 0.00985638 -0.000196982 0.0053129 0.00415577 0.0103478 0.015875 -0.00851635 -8.72072e-05 -0.00111929 0.00515721 -0.0058969 -0.00329011 -0.00623558 -0.000212818 -0.0106976 0.00137942 0.00328408 -0.00369944 0.00989487 0.00926186 internal_weight=0 39255.4 56615.7 5351.94 5803.12 50812.6 33903.4 3079.15 30827.2 3532.03 2272.79 2271.08 2799.42 1575.05 2057.6 10143.1 5200.56 279.725 1647.2 215.192 2024.57 1507.46 1862.01 1106.42 45612 472.004 1161.7 1372.44 1826.68 1260.77 internal_count=911180 178138 733042 26292 48997 684045 151846 16403 138797 32819 9889 16178 14600 8757 8903 44205 58122 1803 12450 986 19910 12909 18453 7885 625923 3129 6843 11931 7950 5602 is_linear=0 shrinkage=0.01 Tree=110 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 4 2 10 4 4 10 2 2 10 2 2 2 2 2 2 3 0 2 10 10 0 4 3 split_gain=127656 3008.03 2917.12 324.953 286.761 224.031 130.224 72.4387 60.8132 58.1863 51.3951 48.678 47.1218 32.735 30.4398 29.0061 26.3526 25.2713 25.1797 27.8618 23.4079 26.4037 25.816 23.1009 20.8876 20.7115 19.9341 18.3209 17.97 16.9196 threshold=0.13270235061645502 0.94052824378013633 0.0023884368129074005 0.65440738201141369 0.026551560498774003 0.00017857718921725002 0.99766892194747936 2.5000000000000004 0.50155279503105599 0.0089773964136838514 2.5000000000000004 1.5000000000000002 0.3781151175498963 0.95469208211143708 0.90501253132832093 0.00099748477805400022 0.94701754385964931 0.95030864197530873 0.87439320388349528 0.50155279503105599 1.0000000180025095e-35 0.9566262541806021 29.500000000000004 1.0000000180025095e-35 0.091229193341869366 0.068259380757808671 2.9517374969145752e-05 1.0000000180025095e-35 1.5000000000000002 29.500000000000004 decision_type=2 2 2 2 2 2 2 10 2 2 8 10 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 10 10 left_child=2 3 5 7 9 26 -3 12 -8 16 13 18 20 -5 23 -7 24 28 19 25 22 -22 -2 -10 -4 -6 -1 -24 -11 -27 right_child=1 6 4 10 11 15 8 -9 14 17 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 27 -25 -26 29 -28 -29 -30 -31 leaf_value=-0.010759311216112162 0.0022193437288105791 0.012983973311395247 -0.0040835858665528952 0.0097868280257021253 -6.3235730660294529e-05 -0.0089815805731747068 0.014831467449197696 -8.6381028908302278e-05 0.016417775693826523 -0.0028971183986794906 0.0051010702679514502 -0.0024627480577359669 0.0067208777904575138 0.013781281245695332 0.014851534120326594 -0.007350469446866798 -0.0020004510643496106 0.00086132600232332072 0.0038189109964759187 -0.0016324872890582346 0.0028845584229024151 0.0071993406930161413 0.011301098850155523 0.015120550007965833 -0.0067343191466717823 0.00011337126545131759 -0.010083029687065934 0.0057780942141354118 -0.0053660792509312265 0.0045308136664422979 leaf_weight=40319.347218319774 103.92402422428131 3072.2830418497324 371.90434584021568 1828.3704963177443 481.23019147664309 3602.5992905944586 20580.472225576639 279.66069695353508 5670.203879982233 939.20963429659605 215.38326250016689 668.07717514038086 1226.6450400203466 231.09347039461136 2621.6654828339815 1563.3488082811236 162.32604748010635 135.10078793764114 229.1707768663764 503.94863398373127 1065.3392830565572 163.60245747864246 105.89429610967636 1811.2897559851408 1481.3897879645228 130.79128547757864 4886.8100691661239 138.7694588303566 429.65268646925688 257.23659139871597 leaf_count=564080 478 13049 2758 7950 3142 41590 94592 1803 23976 7770 986 5438 5843 953 12082 16532 1457 978 1423 3944 6396 775 478 8147 15695 793 61843 630 4161 1438 internal_value=0 0.0138419 -0.00968808 0.00688181 -0.0029659 -0.0104608 0.0149469 0.0047668 0.0151434 -0.00475334 0.00974896 -0.000195082 0.00525081 0.010235 0.0157788 -0.00848796 -0.00586399 -0.00326483 0.000750373 0.000238273 0.00410772 0.00345896 0.00639491 0.0161037 -0.00620239 0.00132284 -0.0106862 0.00816854 -0.00367207 0.00304184 internal_weight=0 39114.6 56162.1 5358.68 5790.04 50372.1 33755.9 3083.84 30683.6 3519.58 2274.85 2270.45 2804.17 2059.46 10103.2 5165.95 2015.62 1503.96 1602.38 1373.21 1577.53 1228.94 348.588 7481.49 1853.29 869.258 45206.2 244.664 1368.86 388.028 internal_count=911180 178138 733042 26292 48997 684045 151846 16403 138797 32819 9889 16178 14600 8903 44205 58122 19910 12909 10740 9317 8757 7171 1586 32123 18453 5373 625923 1108 11931 2231 is_linear=0 shrinkage=0.01 Tree=111 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 10 10 10 9 10 9 9 4 4 4 1 9 9 4 9 0 9 9 0 0 9 9 10 9 split_gain=125808 3005.13 2915.98 445.009 338.023 291.93 225.955 185.375 133.932 135.264 112.309 85.1232 78.0283 66.69 55.4916 45.9297 40.3943 40.1673 39.6089 37.7217 36.4382 34.277 33.5675 33.3359 32.6089 32.2371 32.139 32.0834 31.1837 40.0258 threshold=0.13270235061645502 0.94052824378013633 0.0023884368129074005 5.6250000000000009 6.4750000000000005 0.65440738201141369 0.00017857718921725002 0.020015737973153553 0.99766892194747936 2.6250000000000004 0.015218299813568552 6.2350000000000012 3.2650000000000001 1.5000000000000002 1.5000000000000002 1.5000000000000002 0.012270400481782552 8.2700000000000014 3.5350000000000006 2.5000000000000004 5.4250000000000007 1.0000000180025095e-35 7.6900000000000004 6.1150000000000011 1.0000000180025095e-35 1.0000000180025095e-35 2.6250000000000004 5.3550000000000013 0.99998754262924205 3.3550000000000004 decision_type=2 2 2 8 8 2 2 2 2 10 2 8 10 10 10 10 2 8 10 8 10 2 10 10 2 2 10 8 2 10 left_child=2 4 6 7 5 13 -1 -4 27 -10 -5 -8 -9 16 -7 -14 24 -12 -15 22 -20 -21 -6 25 -2 28 -18 -3 -11 -30 right_child=1 8 3 10 19 14 11 12 9 23 17 -13 15 18 -16 -17 26 -19 20 21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.010674889921945499 0.0091358552405058323 0.011892004628287845 -0.0061480060983641963 -0.0005974456640974225 0.012122489580214129 0.0097229436412967236 -0.0089433848572991175 0.0011276110514038126 0.014568318165084328 0.015296019698556736 0.002656872754056475 -0.0050308059627981938 -0.0020943649250598265 0.0052282316844879289 0.0056449583478029152 -0.0057512040050533035 0.0074007333001460023 0.0079438170058755853 -0.0019064685856150154 0.0042459355976500997 0.0044140819217292635 0.015339413663268409 0.017998212865326678 0.014938522240474823 0.0042705162647841991 0.015480561993602418 0.0028915594632733009 0.013939079205411849 0.016389634600770694 0.018453746148447366 leaf_weight=44803.551698956639 276.62555809319019 1599.777232915163 2520.0007148981094 544.36948970705271 730.28262749314308 1351.29398432374 4497.0935471281409 544.31751813739538 19657.782508790493 1144.3501113802195 249.29916039854288 634.51717535406351 1075.0950674191117 155.64267212152481 443.1026187390089 504.70408205688 182.76354083418846 339.2599113881588 412.75263894349337 101.33894355595112 117.08460978418589 38.409454211592674 112.16223526000977 2477.1972227394581 274.40731942653656 3260.1537679135799 1169.6880259886384 1468.3356357216835 2490.8999116718769 1508.3159145712852 leaf_count=625923 1235 6684 24869 4323 3120 5770 52460 2961 91879 4694 1879 5662 8570 741 2047 4780 765 1615 2764 454 745 162 518 11310 1219 14252 6752 6365 10559 6103 internal_value=0 0.0137538 -0.00966908 -0.00294292 0.00680422 0.0056161 -0.0104472 -0.00431374 0.0148634 0.0150635 0.00267638 -0.0084596 -0.0021376 0.00346762 0.00871594 -0.00326263 0.00443076 0.0057044 0.000793104 0.0121066 -0.000509739 0.00729495 0.0129048 0.015958 0.00671298 0.0162585 0.00350091 0.0128717 0.0167516 0.0171681 internal_weight=0 38972.4 55712.2 5777.05 5365.55 4383.36 49935.2 4644.12 33606.8 30538.7 1132.93 5131.61 2124.12 2588.96 1794.4 1579.8 1903.48 588.559 685.48 982.193 529.837 139.748 842.445 10880.9 551.033 8403.72 1352.45 3068.11 5143.57 3999.22 internal_count=911180 178138 733042 48997 26292 22038 684045 41180 151846 138797 7817 58122 16311 14221 7817 13350 9971 3494 4250 4254 3509 616 3638 46918 2454 35608 7517 13049 21356 16662 is_linear=0 shrinkage=0.01 Tree=112 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 10 10 10 9 10 9 9 9 5 5 9 5 5 9 5 5 10 10 9 5 9 9 9 9 split_gain=123995 2999.59 2913.8 437.647 332.348 285.677 227.815 184.098 137.489 127.582 109.769 85.3497 85.0927 47.0728 46.9096 42.953 39.2555 35.8901 34.5024 32.1181 31.6025 30.3686 29.9156 28.6281 26.0936 53.1826 23.9778 23.3831 31.5032 22.6343 threshold=0.13270235061645502 0.94052824378013633 0.0023884368129074005 5.6250000000000009 6.4750000000000005 0.65440738201141369 0.00017857718921725002 0.011652591172605703 0.99766892194747936 2.6250000000000004 0.015218299813568552 3.3550000000000004 6.2350000000000012 2.6250000000000004 3.5000000000000004 3.5000000000000004 8.2700000000000014 5.5000000000000009 23.500000000000004 5.3550000000000013 25.500000000000004 455.50000000000006 0.99999827146530174 0.18897357583045957 3.7050000000000005 15.500000000000002 5.2750000000000012 5.6350000000000007 3.8050000000000002 7.0450000000000008 decision_type=2 2 2 8 8 2 2 2 2 10 2 10 8 10 2 2 8 2 2 8 2 2 2 2 10 2 10 10 10 10 left_child=2 4 6 7 5 13 -1 -4 19 15 -5 -9 -8 -2 23 -10 -12 29 -7 24 -13 -21 -19 -15 -3 -26 -25 28 -16 -11 right_child=1 8 3 10 -6 18 12 11 9 17 16 20 -14 14 27 -17 -18 22 -20 21 -22 -23 -24 26 25 -27 -28 -29 -30 -31 leaf_value=-0.010663647741404015 0.0072063436311639775 0.012980021509531339 -0.0066618360309125858 -0.00059169645218381064 0.0119891404457198 0.0092352783531972574 -0.0089177402286756309 0.0003154848474737118 0.014312282547826275 0.015704121220364478 0.0026257110089521773 -0.0029642697210888538 -0.0049981062029148243 0.00099210927056304389 0.0038667419538993318 0.015660126671900181 0.0078472929619279128 0.015564504775974448 0.0055083889637117869 0.013956016788876785 -0.0058908707670033266 -0.0028036061785031469 0.017515933448670702 0.004086854222556436 0.011627344797874029 0.0045343239251396036 0.0079251703474407416 0.0061001304453704008 -0.00061529597296589868 0.014163094752387556 leaf_weight=44404.278783138841 292.66278584301472 850.40944010019302 1912.0279486253858 544.16330680251122 981.89790917932987 1498.9548387229443 4465.086164958775 728.90135320276022 16799.122572615743 6457.7529468685389 249.73304741084576 1498.669323682785 632.2929730117321 248.80042075365782 215.06601269543171 2751.6389531493187 339.99485421925783 1314.6193056553602 297.74391207098961 1454.0929343849421 489.48314041644335 10.892731949687002 1952.1166569441557 975.38876086473465 620.80993893742561 127.40078529715538 195.34792083501816 85.58077148348093 579.05159696936607 1118.1479367613792 leaf_count=625923 1218 3614 19476 4323 4254 6381 52460 4193 79921 27843 1879 12423 5662 1470 1177 11958 1615 5566 1436 6317 5088 48 8068 4774 2525 545 989 545 4048 5441 internal_value=0 0.0136674 -0.00965033 -0.00292068 0.00672995 0.00555326 -0.0104338 -0.00428456 0.0147809 0.0149845 0.00264733 -0.00261165 -0.00843154 0.00342902 0.00294822 0.014502 0.0056361 0.0158545 0.00861767 0.0127618 -0.0036848 0.0138314 0.0167306 0.00407265 0.0117816 0.0104196 0.00472731 0.00113376 0.000598547 0.0154767 internal_weight=0 38827.5 55264.6 5762.97 5370.49 4388.6 49501.7 4629.08 33457 30393.4 1133.89 2717.05 5097.38 2591.9 2299.24 19550.8 589.728 10842.6 1796.7 3063.61 1988.15 1464.99 3266.74 1419.54 1598.62 748.211 1170.74 879.698 794.118 7575.9 internal_count=911180 178138 733042 48997 26292 22038 684045 41180 151846 138797 7817 21704 58122 14221 13003 91879 3494 46918 7817 13049 17511 6365 13634 7233 6684 3070 5763 5770 5225 33284 is_linear=0 shrinkage=0.01 Tree=113 num_leaves=31 num_cat=0 split_feature=9 9 2 9 9 9 4 1 2 9 1 2 9 9 9 9 9 9 9 9 9 4 9 9 9 9 1 4 4 1 split_gain=52092 2880.75 1597.11 956.528 1300.61 1278.77 697.408 599.764 674.552 599.357 553.755 433.037 331.663 456.562 289.283 281.239 275.939 257.566 210.603 327.616 199.234 429.655 192.955 180.463 159.154 496.435 540.574 153.655 149.074 132.458 threshold=3.3550000000000004 2.5750000000000006 1.0000000180025095e-35 6.2150000000000007 8.4800000000000022 4.495000000000001 5.5000000000000009 0.091372912801484213 0.90943267259056748 8.1200000000000028 0.019324122479462254 0.22271825396825398 8.8850000000000016 5.5950000000000006 2.5750000000000006 3.7650000000000001 2.9750000000000005 4.205000000000001 7.035000000000001 6.9850000000000012 9.7700000000000014 5.5000000000000009 4.4750000000000005 4.9150000000000009 4.995000000000001 4.9850000000000012 0.25943732193732194 2.5000000000000004 1.5000000000000002 0.59921259842519692 decision_type=10 10 2 10 10 10 8 2 2 10 2 2 10 10 8 10 10 10 10 10 10 10 10 10 10 10 2 10 10 2 left_child=1 14 6 5 7 15 12 8 -5 11 -7 -9 13 17 -1 -4 27 -2 19 29 21 -6 -17 -8 25 -12 28 -3 -27 -13 right_child=2 16 3 4 20 10 23 9 -10 -11 24 18 -14 -15 -16 22 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.010066242747944485 0.0014671109946799805 0.0071166200789832632 -0.0010332544378565201 0.013455453865927277 -0.0062633564281500765 -0.002069955629303693 -0.0049403982715111655 0.010525399646405944 -0.0028978810989159667 0.0089433098999605019 -0.0077217041783688269 -0.0046491011924635851 -0.010395224380694082 0.0033521614153004006 0.012321423758839951 -0.005353081583516715 0.0035156112875652291 -0.0042960034383876982 -0.0071090595343978585 0.0113953724276096 -0.0094990154796521318 0.014925470452383056 0.001958353403027773 0.011164060183907665 -0.008609474224098251 0.010313183872247849 -0.0095627136556471655 -0.0033290687109259558 -0.0099934078172764802 0.0032173637322352772 leaf_weight=8891.4970685765147 967.35120459645987 4932.7435432374477 2888.8850313723087 621.73419836908579 1565.2766764238477 1559.9981789365411 80.493049547076225 213.35823100060225 424.41608200594783 459.87411569058895 8471.1584757305682 1255.1143464632332 473.33639924228191 1385.3926922678947 15787.37289968133 5346.7425545938313 5040.7540980130434 3909.9044007956982 1377.197274684906 168.41939792782068 2321.8682560771704 101.93050583451986 387.08561252057552 513.30565872788429 23254.886041831225 373.63835965842009 284.3210113234818 144.96088918298483 40.024275302886963 258.06398566812277 leaf_count=45762 6912 28348 26452 3220 21349 13893 738 1251 4454 2938 111161 15544 6831 9546 78364 62077 34733 36253 18942 964 36112 436 3410 2628 328500 2539 3851 1194 550 2228 internal_value=0 0.00966655 -0.0057749 -0.00639793 -0.00338988 -0.0070169 -0.00140812 0.000129347 0.00682102 -0.00174644 -0.00788955 -0.0032488 -0.00232396 -0.00171392 0.0115089 -0.00357758 0.00517304 -0.00315295 -0.00420958 -0.00183496 -0.00760527 -0.0049679 -0.00485949 0.008981 -0.00816955 -0.00705379 0.00105238 0.00681841 0.0083484 -0.00330752 internal_weight=0 34797.3 58703.8 51374 8767.25 42606.7 7329.78 4778.18 1046.15 3732.03 33984 3272.15 6735.98 6262.65 24678.9 8622.71 10118.5 4877.26 3058.8 1681.6 3989.08 1667.21 5733.83 593.799 32424 9169.14 697.984 5077.7 413.663 1513.18 internal_count=911180 188401 722779 659871 107438 552433 62908 49541 7674 41867 460494 38929 59542 52711 124126 91939 64275 43165 37678 18736 57897 21785 65487 3366 446601 118101 6940 29542 3089 17772 is_linear=0 shrinkage=0.01 Tree=114 num_leaves=31 num_cat=0 split_feature=9 9 2 0 9 9 9 1 2 9 1 0 2 9 9 9 9 9 9 0 9 9 9 4 4 9 4 0 1 1 split_gain=51211.9 2854.45 1581.8 1294.33 944.604 1284.95 1273.55 590.347 666.094 588.473 551.239 537.931 425.115 413.019 290.844 270.736 245.433 219.721 214.281 214.067 208.334 321.325 198.675 422.67 175.479 282.952 150.435 130.409 130.249 121.395 threshold=3.3550000000000004 2.5750000000000006 1.0000000180025095e-35 1.0000000180025095e-35 6.2150000000000007 8.4800000000000022 4.495000000000001 0.091372912801484213 0.90943267259056748 8.1200000000000028 0.019324122479462254 1.0000000180025095e-35 0.22271825396825398 5.3550000000000013 2.5750000000000006 2.9750000000000005 4.205000000000001 4.4750000000000005 3.7350000000000008 1.0000000180025095e-35 7.035000000000001 6.9850000000000012 9.7700000000000014 5.5000000000000009 2.5000000000000004 6.285000000000001 2.5000000000000004 1.0000000180025095e-35 0.59921259842519692 0.019324122479462254 decision_type=10 10 2 2 10 10 10 2 2 10 2 2 2 10 8 10 10 10 10 2 10 10 10 10 10 10 10 2 2 2 left_child=1 14 3 13 6 7 11 8 -6 12 -8 18 -9 -2 -1 26 -5 -13 -4 -12 21 28 23 -7 -18 -26 -3 -17 -14 -20 right_child=2 15 4 16 5 22 10 9 -10 -11 19 17 20 -15 -16 27 24 -19 29 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0099793840759278916 0.0003522160542779075 0.0070426527533225657 -0.0021021967945300782 0.0010358993501065057 0.013405868926995591 -0.0062305443770645785 -0.002051614920178072 0.010415223299236545 -0.0028739119814052976 0.0088593352469591487 -0.0083835139946178104 0.00014729210597848202 -0.0046175028141403375 0.0082943144075508565 0.012243130326486447 0.0023376012921429309 -0.0062576798367098823 0.011027231156028669 0.001159171881152613 -0.0053946567085774192 -0.0070767318453304334 0.011278711892610619 -0.0094795768924364979 0.014812545106123625 -0.0043986160916040561 0.012846918410537455 -0.00330125763824669 0.0057451933388283282 0.0031812407555519566 -0.0062921156336830288 leaf_weight=8879.2596202343702 1339.8800078779459 4934.695595279336 2083.1666285097599 675.92561143636703 617.81315258145332 1557.8222086280584 1558.2135561853647 213.45855446904898 423.67997473478317 459.59217474609613 29603.811866499484 1469.8399698138237 1251.0865703187883 1280.6034112125635 15729.737547323108 3357.5845931991935 3526.7254250124097 212.44538453966379 229.53887103497982 2607.3463229835033 1369.6913906112313 168.45961614698172 2303.4554853253067 101.68175580352545 363.46316950768232 128.87276539951563 144.72148095071316 1687.5580620244145 258.38274858146906 4606.8020101226866 leaf_count=45762 10887 28348 20433 4785 3220 21349 13893 1251 4454 2938 418285 11562 15544 7093 78364 24960 36027 1116 1893 28316 18942 964 36112 436 3506 610 1194 9773 2228 56935 internal_value=0 0.00958757 -0.00574592 -0.00139682 -0.00636858 -0.00337232 -0.00698558 0.000128461 0.00678325 -0.00173435 -0.00786057 -0.00355048 -0.00322735 0.00423344 0.0114263 0.00511821 -0.00453932 0.00152125 -0.00478353 -0.00814158 -0.00418289 -0.00182064 -0.00757911 -0.00494118 -0.00547696 0.000115537 0.00674794 0.00347741 -0.00328256 -0.00593847 internal_weight=0 34733.6 58411.8 7315.47 51096.3 8725.12 42371.2 4762.16 1041.49 3720.67 33769.4 8601.79 3261.08 2620.48 24609 10124.6 4694.99 1682.29 6919.51 32211.2 3047.62 1677.93 3962.96 1659.5 4019.06 492.336 5079.42 5045.14 1509.47 4836.34 internal_count=911180 188401 722779 62908 659871 107438 552433 49541 7674 41867 460494 91939 38929 17980 124126 64275 44928 12678 79261 446601 37678 18736 57897 21785 40143 4116 29542 34733 17772 58828 is_linear=0 shrinkage=0.01 Tree=115 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 10 10 10 9 10 9 9 9 9 9 1 9 0 10 10 2 9 9 10 9 9 1 9 10 split_gain=120608 2922.3 2905.29 417.946 314.136 258.938 228.274 182.527 133.08 134.948 107.31 81.5481 76.0531 49.327 47.8565 45.174 52.3255 43.144 38.6971 35.5985 34.0936 34.087 32.7051 30.8587 30.5563 50.4452 30.2145 25.0017 24.8122 22.6485 threshold=0.13270235061645502 0.94052824378013633 0.0023884368129074005 5.6250000000000009 5.5050000000000008 0.51461192965507518 0.00017857718921725002 0.011652591172605703 0.99766892194747936 2.6250000000000004 0.026551560498774003 5.995000000000001 2.9150000000000005 8.2700000000000014 3.8050000000000002 4.1450000000000005 0.047905909351692456 5.535000000000001 1.0000000180025095e-35 0.068259380757808671 0.2688089013099671 0.96999699969997011 6.1150000000000011 5.3550000000000013 0.99997490644454967 3.3250000000000006 4.8650000000000011 0.62532051282051293 5.6050000000000013 0.78322452306747448 decision_type=2 2 2 8 8 2 2 2 2 10 2 8 10 8 10 10 2 10 2 2 2 2 10 8 2 10 10 2 10 2 left_child=2 4 6 7 5 14 -1 -4 23 -10 21 -8 -9 17 -2 -7 18 -6 -17 -14 -19 -5 24 -3 -11 -26 -16 -25 -29 -18 right_child=1 8 3 10 13 15 11 12 9 22 -12 -13 19 -15 26 16 29 20 -20 -21 -22 -23 -24 27 25 -27 -28 28 -30 -31 leaf_value=-0.010644328069833026 0.0044666219135512525 0.011682825298036423 -0.006604792946040423 -0.00072710889272088058 0.02083949350412664 0.0091248015296845758 -0.0089042678879602006 0.0012860318792905206 0.014336346315107371 0.014728324222093586 0.0063548082249309272 -0.0052096363222578516 -0.0040726983166155849 0.012373121604701878 -0.00092478315380451273 0.012459999358306301 0.002972108728150021 0.0029773911159632605 0.0055059297558181274 -0.0012864563583059037 0.0091722985696611452 0.0063341637531201169 0.014715410342253302 0.014512502664518772 0.015609752281157754 0.017359338572756261 0.0024697845003969206 0.013785359514631928 0.0088017518451391219 0.0064556409242715754 leaf_weight=43573.870937120169 727.49132838845253 1593.067607820034 1892.4523678421974 608.79859264194965 27.709156528115273 1020.5977776795626 4349.3663082756102 432.97508259862661 19269.530755981803 1479.0288446843624 448.91837146133184 692.53128891065717 1628.0210326761007 785.85202793776989 425.78479541093111 189.10332734882832 370.98753988742828 107.80627758800983 138.72114691138268 638.36367790400982 504.93836949765682 77.011026121675968 2439.3524851202965 1048.9991253614426 4098.9653174430132 2756.0105306953192 682.51824884861708 226.58237957954407 178.68806563317776 375.59340724349022 leaf_count=625923 3431 6684 19476 4705 150 4294 51745 2286 91879 6157 2528 6377 14649 3356 2697 776 1925 682 573 4769 2390 584 11310 4552 18001 11450 4299 1055 758 1719 internal_value=0 0.0135262 -0.00961767 -0.00288065 0.00667427 0.00521559 -0.0104112 -0.00422363 0.0146355 0.0148375 0.00255385 -0.00839679 -0.00255425 0.0106943 0.00247378 0.00761816 0.00618698 0.0086343 0.00951734 -0.00328791 0.00808237 6.58165e-05 0.0157338 0.0126443 0.0160319 0.0163132 0.00116567 0.0136975 0.011588 0.00472462 internal_weight=0 38447.3 54342.3 5726.54 5357.1 3930.8 48615.8 4591.81 33090.2 30042.9 1134.73 5041.9 2699.36 1426.31 1835.79 2095 1074.41 640.454 327.824 2266.38 612.745 685.81 10773.4 3047.34 8334 6854.98 1108.3 1454.27 405.27 746.581 internal_count=911180 178138 733042 48997 26292 19714 684045 41180 151846 138797 7817 58122 21704 6578 10427 9287 4993 3222 1349 19418 3072 5289 46918 13049 35608 29451 6996 6365 1813 3644 is_linear=0 shrinkage=0.01 Tree=116 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 4 10 2 4 1 10 10 2 1 1 1 2 10 1 1 0 2 2 0 4 1 1 2 split_gain=118884 2918.01 2903.23 300.979 272.369 230.264 136.7 68.1403 56.6405 51.4531 49.5686 47.727 44.6796 34.1665 31.6333 30.2982 27.5335 26.2126 26.093 25.7918 26.3145 25.6685 24.9502 24.4315 19.6859 19.6579 17.4469 16.8477 16.6362 24.7763 threshold=0.13270235061645502 0.94052824378013633 0.0023884368129074005 0.65440738201141369 0.026551560498774003 0.00014260681928130004 0.99766892194747936 2.5000000000000004 0.0089773964136838514 0.50155279503105599 2.5000000000000004 0.12560679611650488 0.3781151175498963 0.00099748477805400022 0.95469208211143708 0.040202020202020204 0.24494897959183673 0.15018796992481201 0.94701754385964931 0.068259380757808671 0.43775826446280997 0.091372912801484213 1.0000000180025095e-35 0.95030864197530873 0.091229193341869366 1.0000000180025095e-35 2.5000000000000004 0.49184758529020828 1.0000000180025095e-35 0.98089094449853953 decision_type=2 2 2 2 2 2 2 10 2 2 8 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 left_child=2 3 5 7 8 -1 -3 12 18 -8 14 -6 15 -7 -5 22 -9 -12 24 -13 -21 -11 -2 26 -4 -23 -10 -17 -20 -30 right_child=1 6 4 10 11 13 9 16 23 21 17 19 -14 -15 -16 27 -18 -19 28 20 -22 25 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.010646735779623957 0.0086631398795290835 0.012538029792411618 -0.0040088402456562354 0.0094002135400521342 0.0022000201919041684 -0.0089612885187668606 0.014471342430520904 0.0039532323566353984 -0.003125153067315293 0.01448817152561092 0.0096795917034845583 -0.0021283206832415631 0.0064682691906853733 -0.0071998608287709466 0.013326730441361796 0.0018069220182204779 -0.0025500702888099198 0.0023108260654541453 -0.0037222513383369255 -0.0020083495429376852 0.0019916222183557113 0.015944398120878764 0.00376498324646254 0.00092098955080676217 -0.0065982090893553823 0.014733082237048034 -0.0065933438366827688 0.004218704641668093 -0.00085749858883796477 0.01723953827181909 leaf_weight=42666.929081551731 210.3790098130703 3042.4579312056303 368.40130308270454 1826.9588993787766 622.99872130155563 4007.799213770777 20007.280703037977 103.37232378870249 1183.7010581120849 2546.7763841152191 72.938191264867783 942.78011137247086 1227.9864206314087 1518.4248522147536 231.13483595848083 541.1145471855998 175.84718903154135 142.76609027385712 120.2500870898366 271.24215348809958 417.80258744955063 5575.7696700692177 205.65045380592346 134.38745956122875 1446.1782989278436 1763.474893912673 165.3045936524868 623.25524543970823 29.908230759203434 10.126776486635206 leaf_count=619311 974 13049 2758 7950 3728 48202 94592 595 10222 12074 314 7568 5843 16532 953 3467 1208 672 1041 2123 2759 23984 940 978 15695 8147 1709 3376 320 96 internal_value=0 0.0134438 -0.00959894 0.0066022 -0.00285865 -0.010398 0.0145574 0.00456894 -0.00462172 0.014763 0.00936319 -0.00015459 0.00503736 -0.00847731 0.00984118 0.00392552 -0.000142425 0.0048025 -0.00573088 -0.00105353 0.000417035 0.0153532 0.0062419 -0.00314508 -0.00607251 0.0156533 -0.00355014 0.00309788 -0.00186334 0.00372011 internal_weight=0 38297.2 53906.2 5361.4 5713.08 48193.2 32935.8 3087.61 3458.26 29893.3 2273.8 2254.82 2808.39 5526.22 2058.09 1580.4 279.22 215.704 1974.86 1631.82 689.045 9886.02 416.029 1483.39 1814.58 7339.24 1349.01 1164.37 160.285 40.035 internal_count=911180 178138 733042 26292 48997 684045 151846 16403 32819 138797 9889 16178 14600 64734 8903 8757 1803 986 19910 12450 4882 44205 1914 12909 18453 32131 11931 6843 1457 416 is_linear=0 shrinkage=0.01 Tree=117 num_leaves=31 num_cat=0 split_feature=9 9 5 9 4 9 1 1 9 5 9 9 9 4 4 1 5 9 1 1 1 1 5 9 9 1 9 9 9 9 split_gain=48959.5 2756.67 2416.16 1776.9 1887.39 942.355 938.541 663.038 586.852 460.772 375.915 296.433 260.323 246.262 234.009 230.466 368.828 214.063 210.512 204.343 222.565 180.669 179.969 174.202 153.533 151.555 158.032 147.57 146.222 557.718 threshold=3.3550000000000004 2.6250000000000004 30.500000000000004 6.0550000000000006 1.5000000000000002 4.495000000000001 0.77442071785552036 1.0000000180025095e-35 6.2550000000000008 16.500000000000004 4.2350000000000012 7.3800000000000008 2.6250000000000004 2.5000000000000004 2.5000000000000004 0.087337909992372217 2.5000000000000004 2.9750000000000005 0.028778467908902653 0.12062851552946931 0.23271742593182543 0.27293771043771048 3.5000000000000004 5.3350000000000009 7.3800000000000008 0.98936170212765973 5.3350000000000009 8.0200000000000014 4.995000000000001 4.9850000000000012 decision_type=10 10 2 10 10 10 2 2 10 2 10 10 8 10 10 2 2 10 2 2 2 2 2 10 10 2 10 10 10 10 left_child=1 9 3 5 6 13 11 23 -6 12 -4 -5 -1 22 17 16 24 -3 -12 -17 -21 -11 -2 -7 -10 28 -27 -22 29 -9 right_child=2 14 10 4 8 7 -8 25 15 21 18 -13 -14 -15 -16 19 -18 -19 -20 20 27 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.010163392787443047 -0.00052596538104070949 0.006755675967905753 -0.0043967251103655307 -0.0013702143528016258 -0.0067554900258622753 -0.0039326193596139784 0.0087183935358866281 -0.0068596476001421868 0.00073184544198709434 0.0026418746840909898 -0.0036623348214206426 -0.008408454243749237 0.012440655834976031 -0.0079517287868527096 -0.0029903171211553576 0.013382458459580414 -0.0088243891255255641 0.0037087284849775383 -0.0092535651145110882 -0.0025921695904106753 0.0047640388983665235 0.0087291976489317236 -0.0045255035759163061 0.00047040686197139409 0.014332388096956668 -0.0058245417489959251 0.0030599640182802637 0.010969008484116785 -0.0077850516222456572 0.0036835818131028897 leaf_weight=7685.9586289823055 4959.9218233674765 4465.1160304248333 1949.1754801161587 805.83512531220913 332.52774608880281 3264.3633794486523 458.7764120772481 5446.8436409272254 155.71055797487497 656.38543323427439 701.70315679907799 2324.7680112123489 14470.977282240987 637.11686537787318 364.17892032116652 648.81974747031927 214.63670899719 4767.7802950292826 16685.108626175672 219.93939477577806 700.57536520063877 1895.6410934627056 1455.1376564390957 1239.8618875220418 177.75471062958241 637.98899812251329 291.76389861851931 846.27188760787249 12608.02865825966 552.63143269345164 leaf_count=39188 42129 25994 23691 7950 4012 30340 2367 68622 1234 4654 8721 33546 72095 7793 3230 3425 3146 32615 260450 2598 5346 10625 16993 10129 809 6479 2070 4374 171665 4890 internal_value=0 0.00942061 -0.00568355 -0.00421855 0.000377906 -0.00523642 -0.00463926 -0.00617929 0.00584127 0.0111873 -0.00856106 -0.00659677 0.0116507 -0.00202209 0.00487214 0.00725462 0.00140041 0.00518226 -0.00902791 0.00858294 0.00682041 0.00716353 -0.00143319 -0.00272061 0.00798166 -0.00697668 -0.00303651 0.00815874 -0.00717355 -0.00588848 internal_weight=0 34306 57315.3 37979.3 6885.62 31093.7 3589.38 24041.5 3296.24 24709 19336 3130.6 22156.9 7052.18 9597.08 2963.71 548.102 9232.9 17386.8 2415.61 1766.79 2552.03 6415.06 4504.23 333.465 19537.3 929.753 1546.85 18607.5 5999.48 internal_count=911180 188401 722779 429917 68807 361110 43863 294195 24944 126562 292862 41496 111283 66915 61839 20932 5189 58609 269171 15743 12318 15279 59122 40469 2043 253726 8549 9720 245177 73512 is_linear=0 shrinkage=0.01 Tree=118 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 10 10 10 9 10 9 4 9 4 9 4 9 9 5 5 5 5 2 2 5 9 10 9 9 split_gain=116416 2898.65 2882.72 405.633 303.791 248.599 231.586 178.724 136.855 128.216 103.48 83.8723 73.3576 71.0444 64.7915 46.7792 44.9736 43.5691 41.8625 39.7993 38.2972 36.519 36.0544 34.583 33.063 33.6517 43.9106 32.5428 31.8813 31.2712 threshold=0.13270235061645502 0.0023884368129074005 0.94052824378013633 5.6250000000000009 5.5050000000000008 0.51461192965507518 0.00014260681928130004 0.011652591172605703 0.99766892194747936 2.6250000000000004 0.015218299813568552 5.995000000000001 1.5000000000000002 2.9150000000000005 2.5000000000000004 8.2700000000000014 1.5000000000000002 3.8350000000000004 5.535000000000001 23.500000000000004 438.50000000000006 3.5000000000000004 32.500000000000007 0.16749174917491746 1.0000000180025095e-35 1.5000000000000002 3.8050000000000002 0.2688089013099671 8.2700000000000014 6.1150000000000011 decision_type=2 2 2 8 8 2 2 2 2 10 2 8 10 10 10 8 10 10 10 2 2 2 2 2 2 2 10 2 8 10 left_child=1 6 4 7 5 14 -1 -3 -4 21 -5 -8 19 -9 24 18 22 -14 -6 -7 27 -10 -15 -19 -2 -26 -27 -20 -12 -11 right_child=2 3 8 10 15 12 11 13 9 29 28 -13 17 16 -16 -17 -18 23 20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.010632057217830082 0.0055543709959814174 -0.0065331329702886919 0.012427159596002275 -0.00062591220211828701 0.020471032122870002 0.0091575904038286408 -0.0089391649382154596 0.0011951906912567518 0.013985670792809862 0.01582618761938856 0.0026951014169221948 -0.0053407547680893105 0.0083027367615332217 -0.0015032186382056983 -0.004108119532447301 0.012137251920973573 -0.0053370022171850317 0.0095567867990217336 0.0032641398908946732 0.0048361742435093086 -0.0080884678162116957 0.015243325816344497 -0.0052701983595834067 0.00051947653319000403 0.0038125010732552029 0.0040261102077076534 -0.0013356879244819555 0.0094086480315808286 0.007401299117925011 0.014531218325251668 leaf_weight=42071.962343294173 380.85649591684341 1870.1697955280542 3031.7449421286583 543.06290187686682 27.916402630507946 1361.2079404592514 4726.4365598782897 434.51618742197752 16267.196975722909 8270.7884915918112 248.44907554239035 750.60139165818691 160.15431420505047 1236.7612385675311 140.44035315513611 782.02169668674469 694.72194692492485 50.127856984734535 104.36330153048038 252.68112942576408 14.535582706332205 2690.7566145807505 319.77562287449837 272.66396823525429 656.09784518927336 240.04176244884729 419.95590508729219 495.12076506763697 342.21490447968245 2407.6029479801655 leaf_count=619311 1724 19476 13049 4323 150 5789 57645 2286 79921 35608 1879 7089 676 9487 1031 3356 6775 218 656 1209 89 11958 3156 1395 3369 1267 3036 2327 1615 11310 internal_value=0 -0.0095731 0.0133357 -0.00282764 0.00653724 0.00510473 -0.0103803 -0.00415959 0.0144508 0.0146578 0.00252488 -0.00844602 0.00745782 -0.00250684 0.00241938 0.0104951 -0.00322137 0.00403859 0.00849459 0.008481 0.00795008 0.0141642 -0.00227711 0.00192292 0.0029596 0.00220871 0.000614403 0.00833896 0.00542175 0.0155342 internal_weight=0 53238.7 38026.3 5689.67 5358.19 3934.23 47549 4555.94 32668.1 29636.3 1133.73 5477.04 2096.84 2685.77 1837.39 1423.96 2251.26 482.946 641.936 1613.89 614.02 18958 1556.54 322.792 1696.95 1316.1 659.998 599.484 590.664 10678.4 internal_count=911180 733042 178138 48997 26292 19714 684045 41180 151846 138797 7817 64734 9287 21704 10427 6578 19418 2289 3222 6998 3072 91879 12643 1613 9396 7672 4303 2983 3494 46918 is_linear=0 shrinkage=0.01 Tree=119 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 10 10 10 9 10 9 9 9 9 9 1 9 0 10 10 10 9 9 9 9 1 1 9 9 split_gain=114763 2896.21 2878.6 398.901 298.025 243.357 233.545 176.966 140.581 121.197 101.215 83.8943 69.8563 46.9221 42.6902 41.4339 49.5104 40.3635 37.7384 34.6682 31.8067 31.7065 37.8181 41.5526 31.336 29.8695 28.6933 24.3183 25.2158 22.8513 threshold=0.13270235061645502 0.0023884368129074005 0.94052824378013633 5.6250000000000009 5.5050000000000008 0.51461192965507518 0.00014260681928130004 0.011652591172605703 0.99766892194747936 2.6250000000000004 0.026551560498774003 5.995000000000001 2.9150000000000005 8.2700000000000014 3.8050000000000002 4.1450000000000005 0.047905909351692456 5.535000000000001 1.0000000180025095e-35 0.068259380757808671 0.2688089013099671 0.99989646673202526 7.0450000000000008 3.3250000000000006 5.3550000000000013 4.8650000000000011 0.047905909351692456 0.62532051282051293 5.6050000000000013 8.8300000000000018 decision_type=2 2 2 8 8 2 2 2 2 10 2 8 10 8 10 10 2 10 2 2 2 2 10 10 8 10 2 2 10 8 left_child=1 6 4 7 5 14 -1 -3 24 -10 26 -8 -9 17 -2 -7 18 -6 -17 -14 -19 -11 23 -23 -4 -16 29 -26 -29 -5 right_child=2 3 8 10 13 15 11 12 9 21 -12 -13 19 -15 25 16 -18 20 -20 -21 -22 22 -24 -25 27 -27 -28 28 -30 -31 leaf_value=-0.010621390841323726 0.0042698704038398871 -0.0065004171845430914 0.011354148741311977 -0.00094393874188944112 0.02009818105428202 0.0088208681634196571 -0.0089141467000380531 0.001182603035379453 0.014104977838003824 0.014170389851270353 0.006179588791155737 -0.0053075780197007864 -0.0039766228753415137 0.012035309501635581 -0.00092365375766544078 0.012146098686199829 0.0045903205354933417 0.0029251016229180655 0.0052888591497262105 -0.0012175244269546517 0.0089015459150467071 0.015301457888690537 0.014193125274411741 0.016798035197264999 0.014197308855306059 0.0024523089583644141 -0.0010492672643559091 0.013537389809430169 0.0084829370524982361 0.0068418462902164754 leaf_weight=41694.95955209434 730.66952334344387 1860.8332485407591 1586.6021294593811 61.801529422402382 28.1487652733922 1020.4656897187233 4692.475089084357 434.74859998375177 18847.692448675632 1659.8405401408672 450.30100849270821 747.7546645514667 1611.1110323145986 780.76547738909721 425.41789746284485 189.68619851768017 749.45539835095406 108.00471641868353 139.11945644021034 634.854670971632 507.40598178654909 4221.3193553984165 1445.1773413866758 3309.9337696731091 1040.1722971051931 682.58846085518599 525.83417102694511 222.55764454603195 177.35804323852062 96.650471553206444 leaf_count=619311 3431 19476 6684 502 150 4294 57645 2286 91879 7041 2528 7089 14649 3356 2697 776 3644 682 573 4769 2390 18819 7200 13858 4552 4299 4170 1055 758 617 internal_value=0 -0.00955448 0.0132563 -0.00280612 0.00646757 0.00504957 -0.0103671 -0.00413114 0.0143759 0.0145866 0.00249771 -0.00841843 -0.0024865 0.0103875 0.00239348 0.00737655 0.00600965 0.00838829 0.00924476 -0.00319672 0.00785268 0.0154401 0.0156749 0.0159592 0.0123235 0.00115611 7.48082e-05 0.0133916 0.0112958 0.00380513 internal_weight=0 52811.3 37872.4 5676.13 5361.73 3937.4 47135.2 4541.55 32510.7 29484 1134.59 5440.23 2680.71 1424.32 1838.68 2098.73 1078.26 643.559 328.806 2245.97 615.411 10636.3 8976.43 7531.25 3026.69 1108.01 684.286 1440.09 399.916 158.452 internal_count=911180 733042 178138 48997 26292 19714 684045 41180 151846 138797 7817 64734 21704 6578 10427 9287 4993 3222 1349 19418 3072 46918 39877 32677 13049 6996 5289 6365 1813 1119 is_linear=0 shrinkage=0.01 Tree=120 num_leaves=31 num_cat=0 split_feature=9 9 5 9 4 9 9 9 5 9 0 9 9 9 9 9 9 9 9 9 5 4 4 4 5 5 9 9 5 9 split_gain=46806.8 2666.34 2361.42 1699.73 1804.4 911.752 893.671 560.542 424.451 371.709 341.371 243.865 242.213 203.143 353.403 295.647 197.273 194.314 170.025 167.764 158.666 145.262 136.912 126.634 186.99 301.107 238.729 242.716 125.287 123.022 threshold=3.3550000000000004 2.5750000000000006 30.500000000000004 6.0550000000000006 1.5000000000000002 4.495000000000001 7.3800000000000008 6.2550000000000008 16.500000000000004 4.2350000000000012 1.0000000180025095e-35 2.9750000000000005 2.5450000000000004 8.4800000000000022 8.7300000000000022 6.9850000000000012 5.5950000000000006 5.6050000000000013 6.1250000000000009 4.4750000000000005 1.5000000000000002 2.5000000000000004 2.5000000000000004 1.5000000000000002 21.500000000000004 24.500000000000004 4.995000000000001 4.9850000000000012 1.5000000000000002 8.8850000000000016 decision_type=10 10 2 10 10 10 10 10 2 10 2 10 8 10 10 10 10 10 10 10 2 8 10 10 2 2 10 10 2 10 left_child=1 8 3 5 6 10 18 -6 12 -4 21 22 -1 15 -15 -9 20 -18 -5 -12 -7 -2 -3 24 -22 26 27 -26 -13 -16 right_child=2 11 9 4 7 16 -8 13 -10 -11 19 28 -14 14 29 -17 17 -19 -20 -21 23 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0099652224608400407 -0.0029819542392120284 0.0067489703853973486 -0.0043302185196100584 0.0076925565364907023 -0.0066854090308248893 -0.0056131575410541716 -0.0082363211470080702 0.0025006158539740086 0.0071124496730160603 -0.0089739907362048951 0.00021015480795765122 0.0047445482185807979 0.012242168406043752 -0.010694235066576914 0.011934103122853876 0.010554034879576639 0.0062783042772770947 -0.0042543595365303923 -0.00026741386771445843 0.0092568589655297392 -0.0072162184646902142 -0.0087873504335355332 -0.003242543128587782 -0.0088063226716739804 -0.0092669544466591029 -0.0087116315478584332 -0.006596090243972336 0.011724586790013321 0.0015409485696825768 0.00097474603187131252 leaf_weight=6863.2732023373246 4078.2643643207848 4844.018455632031 1918.5019439384341 400.91500182822347 326.41853956878185 11270.168600860983 2310.8532109633088 618.78826012462378 2438.0815348625183 16975.662385761738 2176.118279658258 2770.8674523383379 14632.016293436289 162.4086205214262 215.74294497072697 1731.0448123663664 189.36938543245196 2333.9233575351536 811.50821531563997 226.30036806315184 5144.3841928467155 481.94454584643245 141.14020782709122 3719.5625320114195 68.801399942487478 418.80344250798225 182.78943916037679 276.23046304285526 2182.1519627571106 195.01130218058825 leaf_count=35425 42435 28348 23691 2231 4012 127704 33821 5155 14654 269171 16758 17057 74047 2711 1104 9923 1562 28617 7811 1277 69416 6445 1194 55476 989 6118 2596 1717 17676 2039 internal_value=0 0.00925868 -0.0056217 -0.00416399 0.000368641 -0.00516829 -0.00458831 0.00574336 0.0110667 -0.00850246 -0.00198834 0.00490468 0.0115152 0.00713132 0.00179347 0.00843331 -0.0061063 -0.0034639 0.00236473 0.00106233 -0.00642259 -0.0035955 0.00646609 -0.00735245 -0.00646462 -0.00238009 0.00264372 0.00753875 0.00333314 0.006731 internal_weight=0 33871.5 56233.5 37339.4 6772.69 30566.7 3523.28 3249.41 23933.4 18894.2 6962.63 9938.18 21495.3 2923 573.163 2349.83 23604 2523.29 1212.42 2402.42 21080.7 4560.21 4985.16 9810.57 6091.01 946.625 527.821 345.032 4953.02 410.754 internal_count=911180 188401 722779 429917 68807 361110 43863 24944 124126 292862 66915 64275 109472 20932 5854 15078 294195 30179 10042 18035 264016 48880 29542 136312 80836 11420 5302 2706 34733 3143 is_linear=0 shrinkage=0.01 Tree=121 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 1 10 5 1 1 10 1 5 1 5 5 0 10 0 5 1 1 1 3 5 10 10 split_gain=112413 2891.53 2840.93 285.947 261.899 234.906 140.459 99.6437 56.5144 53.0237 43.3968 40.1742 35.0099 34.7783 31.5268 28.8445 28.5077 26.4099 24.1359 23.4411 23.3005 23.1522 22.9538 22.5092 21.4182 21.3673 21.2883 19.756 18.18 17.1732 threshold=0.13270235061645502 0.0023884368129074005 0.94052824378013633 0.65440738201141369 0.015218299813568552 0.00014260681928130004 0.99766892194747936 5.5000000000000009 0.12560679611650488 0.3781151175498963 1.5000000000000002 0.13363095238095238 0.051836094939543158 0.00099748477805400022 0.040202020202020204 1.5000000000000002 0.90508365508365518 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 0.068259380757808671 1.0000000180025095e-35 455.50000000000006 0.15018796992481201 0.48295234405269277 1.0000000180025095e-35 19.500000000000004 1.5000000000000002 0.0070173616986721008 9.6955882327165472e-06 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 left_child=1 5 3 9 12 29 22 -8 18 14 20 21 25 -7 19 24 -9 -13 -6 -2 -10 -5 -4 -11 -16 -3 -19 -25 -14 -1 right_child=2 4 6 11 8 13 7 16 10 23 -12 17 28 -15 15 -17 -18 26 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31 leaf_value=-0.010703672377256357 0.0078436353876140605 -0.003425015988781466 0.01229295647348156 0.012710029641766507 0.00024795929848787262 -0.0088821417533262673 0.01420598418322601 0.016001060920956902 -0.0010994529824834309 0.0077795740679337221 -0.0028518916709343424 0.0094168556056915664 -0.0063643885716984849 -0.007084026956877704 0.001570309383280202 0.0010316467994523097 0.013953386839781408 0.011943055206968423 0.0038713408313280459 0.0032887003622226844 0.0021753439658585005 0.0091273954664775475 0.0018795624479963674 0.0064778898042269894 0.0054270862444462335 0.0032085601596493025 0.0062217784238830978 0.0035283518323934245 -0.0044815400207714653 -0.010174649280373789 leaf_weight=33611.085877157748 224.18601147830486 479.35890417546034 2994.263845205307 388.3600660264492 518.63657104223967 3907.2926819697022 23756.389659330249 4673.1153333485126 654.10047943145037 438.30958273261786 1193.5409989878535 822.8956034630537 1290.7789484187961 1484.2646542042494 226.14825928211212 665.82398042827845 795.65158234536648 72.282727509737015 284.78334154933691 227.77423568069935 325.33191272616386 336.82081435620785 21.31822182238102 459.54916654527187 396.34780548512936 54.030276566743851 648.72555853426456 448.91856429725885 850.85797413438559 7506.7112758308649 leaf_count=514855 1046 3832 12957 1622 3007 48202 115044 19898 4690 1937 10773 3549 13890 16532 1329 4515 3855 322 2056 1052 1994 1415 92 2119 1942 526 2981 2463 8229 104456 internal_value=0 -0.00952901 0.0131537 0.0064095 -0.00277467 -0.0103497 0.0142741 0.0144861 -0.000733841 0.00442857 -0.00157171 0.00910453 -0.00504542 -0.00838713 0.00327565 0.00247845 0.0157031 0.0081926 0.00153232 0.00554809 -1.16842e-05 0.011046 0.0122193 0.00591836 0.00402595 -0.00275306 0.00679535 0.00502038 -0.00561635 -0.0106071 internal_weight=0 52160.8 37596.9 5356.14 5651.42 46509.4 32240.7 29225.2 2976.39 3087.06 2172.97 2269.08 2675.03 5391.56 1740.28 1288.32 5468.77 1543.9 803.42 451.96 979.432 725.181 3015.58 1346.78 622.496 533.389 721.008 908.468 2141.64 41117.8 internal_count=911180 733042 178138 26292 48997 684045 151846 138797 22520 16403 17457 9889 26477 64734 9884 7786 23753 6852 5063 2098 6684 3037 13049 6519 3271 4358 3303 4582 22119 619311 is_linear=0 shrinkage=0.01 Tree=122 num_leaves=31 num_cat=0 split_feature=9 9 5 9 4 9 1 1 9 5 2 9 9 4 9 9 4 1 9 9 9 5 9 9 5 1 5 1 2 4 split_gain=45393.3 2611.89 2327.67 1651.3 1749.31 892.525 873.777 647.572 542.636 419.636 376.365 369.419 283.65 260.748 241.942 235.623 234.988 212.625 210.2 173.405 168.055 166.208 166.254 164.995 195.585 164.34 149.818 135.726 667.356 132.354 threshold=3.3550000000000004 2.5750000000000006 30.500000000000004 6.0550000000000006 1.5000000000000002 4.495000000000001 0.77442071785552036 1.0000000180025095e-35 6.2550000000000008 16.500000000000004 0.90943267259056748 4.2350000000000012 7.3800000000000008 2.5000000000000004 2.5450000000000004 2.9750000000000005 2.5000000000000004 0.028778467908902653 6.9850000000000012 3.8350000000000004 8.8850000000000016 1.0000000180025095e-35 5.3850000000000007 4.4750000000000005 1.0000000180025095e-35 0.27293771043771048 1.5000000000000002 0.21089696071163824 0.78956442831215978 2.5000000000000004 decision_type=10 10 2 10 10 10 2 2 10 2 2 10 10 10 8 10 10 2 10 10 10 2 10 10 2 2 2 2 2 10 left_child=1 9 3 5 6 16 12 21 -6 14 18 -4 -5 -12 -1 29 19 -13 -10 -2 -20 -7 -23 -21 -25 -11 -9 28 -28 -3 right_child=2 15 11 4 8 7 -8 26 10 25 13 17 -14 -15 -16 -17 -18 -19 20 23 -22 22 -24 24 -26 -27 27 -29 -30 -31 leaf_value=0.0098402393684715213 0.000558454535432325 0.0066458763050385936 -0.004283404484830465 -0.0013398957038852717 -0.0066292177887344378 -0.0040348451477477797 0.0084377518868170298 -0.0059157364561993808 0.0027887171147616503 0.0026067993041578113 0.012380418375743302 -0.0034708585789745496 -0.0083002357274767832 -0.0085405518753628121 0.012125532853912093 0.0032809443406824346 -0.007852357334555608 -0.0091685187213827787 0.010708810112908232 -0.0034604318933421367 0.00091679380787270065 -0.001795964493948991 0.0058940562714252564 0.0087951659039308665 -0.0089542718890338272 0.008544982009958884 0.0092717458284292693 -0.0082264670422503659 -0.0078428187221610355 -0.0032125748004931984 leaf_weight=6811.6964691579342 2652.9706792794168 4821.7458298653364 1900.9670595675707 792.86855532228947 322.50824001431465 2859.0148433074355 451.07981333881617 8917.135693103075 545.2696285918355 629.07938688248396 79.68003960698843 682.8724416680634 2238.5457290001214 236.09114872291684 14481.408559679985 4931.6212035417557 617.14328120276332 16028.462724849582 1845.1669211015105 3325.9219395704567 193.66594269126654 1184.7782309651375 368.60153109580278 233.58377825468779 84.555391564965248 1798.3886276036501 270.71990586072206 8300.8287641629577 1438.3739132545888 140.14028613269329 leaf_count=35425 21894 28348 23691 7950 4012 26657 2367 108792 4551 4496 406 8721 33546 3420 74047 34733 7793 260450 10518 34775 2037 11119 2693 1429 1024 10158 1971 121786 21177 1194 internal_value=0 0.00914514 -0.00557654 -0.00412416 0.000365872 -0.00511926 -0.00454752 -0.00605411 0.00567588 0.0109454 0.00704438 -0.00846053 -0.00647975 -0.00326146 0.0113945 0.00482891 -0.00196355 -0.0089357 0.00830373 -0.00138641 0.00977868 -0.00260424 2.88008e-05 -0.00280233 0.0040777 0.0070061 -0.00685837 -0.0076981 -0.00513188 0.00636744 internal_weight=0 33614.1 55570.8 36958.5 6704.88 30253.6 3482.49 23339.5 3222.38 23720.6 2899.87 18612.3 3031.41 315.771 21293.1 9893.51 6914.18 16711.3 2584.1 6297.03 2038.83 4412.39 1553.38 3644.06 318.139 2427.47 18927.1 10009.9 1709.09 4961.89 internal_count=911180 188401 722779 429917 68807 361110 43863 294195 24944 124126 20932 292862 41496 3826 109472 64275 66915 269171 17106 59122 12555 40469 13812 37228 2453 14654 253726 144934 23148 29542 is_linear=0 shrinkage=0.01 Tree=123 num_leaves=31 num_cat=0 split_feature=9 9 5 9 4 9 9 1 9 9 0 5 9 1 0 1 1 1 5 1 1 5 9 1 5 9 9 1 1 5 split_gain=44635.5 2597.1 2313.87 1625.2 1720.39 883.523 862.327 642.967 533.157 406.248 400.545 392.078 369.466 362.625 329.334 213.261 212.407 206.047 342.096 200.178 203.175 166.018 159.839 155.957 150.041 143.269 138.944 134.796 612.906 139.428 threshold=3.3550000000000004 2.3350000000000004 30.500000000000004 6.0550000000000006 1.5000000000000002 4.495000000000001 7.3800000000000008 1.0000000180025095e-35 6.2550000000000008 2.8250000000000006 1.0000000180025095e-35 30.500000000000004 4.2350000000000012 0.58374587458745886 1.0000000180025095e-35 0.012270400481782552 0.028778467908902653 0.087337909992372217 2.5000000000000004 0.12062851552946931 0.23271742593182543 7.5000000000000009 4.4750000000000005 0.25092592592592594 1.5000000000000002 7.3800000000000008 8.0200000000000014 0.21089696071163824 0.20701970443349751 21.500000000000004 decision_type=10 10 2 10 10 10 10 2 10 10 2 2 10 2 2 2 2 2 2 2 2 2 10 2 2 10 10 2 2 2 left_child=1 11 3 5 6 14 13 10 -6 -3 -7 -1 -4 -5 15 -2 -14 18 25 -19 -21 -11 -16 -13 -9 -10 -22 28 -26 -30 right_child=2 9 12 4 8 7 -8 24 17 21 -12 23 16 -15 22 -17 -18 19 -20 20 26 -23 -24 -25 27 -27 -28 -29 29 -31 leaf_value=0.011560469394543856 0.0027941303825364063 0.0075725393891526048 -0.0042528772391774942 -0.0026993673844205386 -0.0065947526972795359 0.001153601936635747 -0.0081624109455486864 -0.0058814173579305488 0.00067385125958077609 0.0048575925024824428 -0.0050161044257317697 0.00084883339090875644 -0.0034448978288592366 0.0083202394758601344 0.00022518935331056214 -0.0042810453966549682 -0.0091474601958906453 0.013108977699071066 -0.0087458347682208819 -0.0025575905356640108 0.0045071718987035889 0.0015339748367906433 0.0091043131312189725 0.0081663957786269285 -0.0078101268799845519 0.013930677174457836 0.010577960519717882 -0.0081984014243482312 -0.0088284123115267739 0.011074707359314427 leaf_weight=19761.462811589241 476.24810246378183 5022.3152711987495 1895.4936892166734 656.59242249652743 320.95956115052104 1737.7249622792006 2262.0686969906092 8879.6656019613147 153.40070752054453 5026.5094573870301 2667.5766684934497 384.33923073858023 681.14708117768168 547.74485115334392 2163.350807197392 4039.9915076382458 15905.326385494322 625.23838433623314 205.34813283756375 216.32265231013298 694.88204670697451 2143.9452595189214 223.70701884478331 1202.5733458548784 1413.7804813235998 173.97998454421759 824.14389185607433 8246.2267625294626 41.082482751458883 245.69299906119704 leaf_count=101763 3557 28210 23691 6887 4012 13902 33821 108792 1234 31245 26567 2920 8721 3155 16758 45323 260450 3425 3146 2598 5346 17380 1277 6883 20946 809 4374 121786 629 1573 internal_value=0 0.00907351 -0.00554823 -0.00409888 0.000363462 -0.00508814 -0.00452311 -0.00602153 0.00563335 0.00539149 -0.00258239 0.0111764 -0.00843531 0.00231246 -0.00194702 -0.00353495 -0.00891328 0.00698983 0.00137234 0.00825756 0.00650961 0.00386384 0.00105731 0.00639413 -0.00682627 0.00771893 0.00780086 -0.00766976 -0.00510628 0.00822345 internal_weight=0 33541.1 55297.7 36815.7 6680.68 30135 3466.41 23231.7 3214.28 12192.8 4405.3 21348.4 18482 1204.34 6903.3 4516.24 16586.5 2893.32 532.729 2360.59 1735.35 7170.45 2387.06 1586.91 18826.4 327.381 1519.03 9946.78 1700.56 286.775 internal_count=911180 188401 722779 429917 68807 361110 43863 294195 24944 76835 40469 111566 292862 10042 66915 48880 269171 20932 5189 15743 12318 48625 18035 9803 253726 2043 9720 144934 23148 2202 is_linear=0 shrinkage=0.01 Tree=124 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 4 10 4 1 10 10 1 1 0 1 1 1 1 10 0 1 0 1 4 10 1 1 4 split_gain=109411 2883.34 2779.32 278.977 257.987 235.6 137.503 62.1706 54.8221 47.8066 44.1851 40.7568 30.2855 27.2579 26.2956 25.7836 29.0613 26.4342 25.2197 24.9539 24.6757 24.6353 24.6199 27.9284 24.482 21.7685 21.6273 17.6165 15.1033 15.0551 threshold=0.13270235061645502 0.0023884368129074005 0.94052824378013633 0.65440738201141369 0.026551560498774003 0.00017857718921725002 0.99766892194747936 2.5000000000000004 0.0089773964136838514 2.5000000000000004 0.12560679611650488 0.3781151175498963 0.00099748477805400022 0.040202020202020204 0.24494897959183673 1.0000000180025095e-35 0.66522988505747138 0.091372912801484213 0.12560679611650488 0.15018796992481201 0.068259380757808671 1.0000000180025095e-35 0.13363095238095238 1.0000000180025095e-35 0.43775826446280997 2.5000000000000004 2.9517374969145752e-05 0.047905909351692456 0.9005813953488373 2.5000000000000004 decision_type=2 2 2 2 2 2 2 10 2 8 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 10 left_child=1 5 3 7 8 26 -4 11 18 22 -6 13 -7 21 -9 16 17 -8 -3 -11 29 -2 23 -5 -22 27 -1 -10 -20 -12 right_child=2 4 6 9 10 12 15 14 25 19 20 -13 -14 -15 -16 -17 -18 -19 28 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010656227980677566 0.008370463179161047 -0.0035078653429449157 0.012110562018697426 0.012986163469207874 0.002169102852190258 -0.0087640425710258704 0.014046398683319906 0.00387787550961695 -0.0003607012914854728 0.0092966420051957474 -0.001559809739103777 0.0062103384071257517 -0.0070435259363075273 0.002991367684889995 -0.0024975167183970159 0.014003109831300776 0.013945787445473144 0.015130822103468292 -0.0065450248953585338 0.0020957549209285023 -0.0018856123574955924 0.0035088882221161952 0.008740637303479782 0.0088374273974162407 0.001995834810010982 -0.0063494184844608489 -0.0099202451906002971 -0.0031873952897586329 -0.0031284738948119703 -0.0054709501180030522 leaf_weight=36356.436642128974 211.30508071184158 449.03122093528509 2998.3873268812895 355.47262479364872 620.95160065591335 3363.780422411859 2967.0526560842991 103.0529435351491 282.5364868119359 72.758765384554863 817.41266594827175 1226.0367071330547 1470.2845745608211 1160.0838419720531 173.80863460898399 11876.394689261913 4740.9087362885475 9273.4909935295582 1334.965951628983 142.13799257576466 267.28899916261435 205.70016726851463 1393.8515046089888 298.52984271943569 414.51028420776129 172.51810199767351 4485.274157691747 1003.7549792155623 143.27507562935352 111.89069288223982 leaf_count=564080 974 4065 13049 1481 3728 41590 14681 595 1983 314 6489 5843 16532 6843 1208 58586 23432 42098 14895 672 2123 940 6164 1258 2759 1804 61843 9122 950 1079 internal_value=0 -0.0094968 0.0130294 0.00635485 -0.00273656 -0.0103283 0.0141488 0.00439624 -0.00447639 0.00902084 -9.72011e-05 0.00484275 -0.00824075 0.00377958 -0.000124479 0.0143605 0.0146105 0.014868 -0.00558341 0.0045338 -0.000970681 0.00597235 0.0094917 0.0110924 0.000474173 -0.00301387 -0.0105754 -0.00256651 -0.00621388 -0.00203072 internal_weight=0 51293.9 37199 5342.74 5618.14 45675.8 31856.2 3079.99 3386.08 2262.75 2232.05 2803.13 4834.06 1577.09 276.862 28857.8 16981.5 12240.5 1927.27 214.897 1611.1 417.005 2047.85 654.002 681.799 1458.81 40841.7 1286.29 1478.24 929.303 internal_count=911180 733042 178138 26292 48997 684045 151846 16403 32819 9889 16178 14600 58122 8757 1803 138797 80211 56779 19910 986 12450 1914 8903 2739 4882 12909 625923 11105 15845 7568 is_linear=0 shrinkage=0.01 Tree=125 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 10 10 10 10 9 9 9 2 5 10 9 9 2 5 10 5 9 10 9 9 9 5 10 5 split_gain=107870 2882.48 2780.33 402.485 279.694 243.103 229.041 144.181 141.361 137.903 120.757 58.3581 53.9615 45.692 42.1367 40.4345 39.8429 39.8987 37.4794 36.4578 33.4799 33.0503 41.1937 32.1297 35.5389 42.363 30.7094 30.6553 29.4268 28.5916 threshold=0.13270235061645502 0.0013712961226701001 0.94052824378013633 5.6250000000000009 5.5050000000000008 0.011652591172605703 0.51461192965507518 0.00014260681928130004 0.99766892194747936 0.0070173616986721008 2.6250000000000004 2.9150000000000005 5.5250000000000012 0.96784532671629464 3.5000000000000004 0.049213243648409809 8.2700000000000014 5.535000000000001 1.0000000180025095e-35 438.50000000000006 0.068259380757808671 1.5000000000000002 3.8050000000000002 0.99989646673202526 7.0450000000000008 3.3250000000000006 5.3550000000000013 3.5000000000000004 0.2688089013099671 455.50000000000006 decision_type=2 2 2 8 8 2 2 2 2 2 10 10 8 2 2 2 8 10 2 2 2 2 10 2 10 10 8 2 2 2 left_child=1 7 4 5 6 -3 18 -1 26 -5 27 -7 -9 15 -8 -11 17 -6 -2 28 -13 -20 -23 -12 25 -25 -4 -10 -19 -28 right_child=2 3 8 9 16 11 14 12 10 13 23 20 -14 -15 -16 -17 -18 19 21 -21 -22 22 -24 24 -26 -27 29 -29 -30 -31 leaf_value=-0.010579093020513478 0.0050253657103210159 -0.0067195524085960868 0.011050697964354695 -0.0023991140571901566 0.019882488955247215 0.00093381346181220298 0.0081261271808892692 -0.0092066979532573496 0.013636374456211516 0.0016216624674604391 0.013867518270900776 -0.0038317831941952832 -0.0063806459196138598 0.010745254303276084 0.0050656561485929721 0.0066232272259137172 0.011629022505920581 0.0032705601261279293 0.0031280097551637936 -0.0080041433814776568 -0.0011049284909909287 0.0033527955866318464 -0.0016357174750153416 0.014994039361976687 0.013929388214963152 0.016515347640764042 0.013204689605304361 0.01480629641267941 0.0091162070295599407 -0.0030221234507459135 leaf_weight=39980.943610373884 403.83070035278797 2553.0025083273649 1575.2658412009478 508.14426309615374 28.238207712769508 438.9974681660533 1442.6198764741421 3549.7238961048424 15622.162842676044 459.75980726629496 1642.2786308377981 1585.3331145048141 834.49012203142047 95.586017847061157 653.7235398888588 249.27292828261852 771.81655444204807 104.1751007810235 700.91641100496054 14.389384262263773 628.86117903888226 253.05100218951702 478.63629435747862 4140.6772644221783 1399.8012161552906 3280.6837610900402 1406.6707087010145 2614.5468738675117 496.73070081323385 10.943038135766981 leaf_count=619311 1839 27968 6684 4406 150 2286 6163 45138 79921 3154 7041 14649 9444 571 3124 1346 3356 656 3670 89 4769 1337 3581 18819 7200 13858 6317 11958 2327 48 internal_value=0 -0.00947797 0.0129543 -0.00326893 0.00628493 -0.00451666 0.00491303 -0.0103903 0.0140798 0.00167933 0.0142954 -0.00239695 -0.00866879 0.00425501 0.00717175 0.00338005 0.010097 0.00825953 0.00233462 0.00772611 -0.00305732 0.00157614 8.9539e-05 0.0151518 0.0153909 0.0156665 0.0120116 0.0138041 0.00810279 0.0130794 internal_weight=0 50884.1 37041.2 6518.96 5348.13 5206.19 3932.78 44365.2 31693 1312.76 28700.2 2653.19 4384.21 804.619 2096.34 709.033 1415.35 643.533 1836.43 615.295 2214.19 1432.6 731.687 10463.4 8821.16 7421.36 2992.88 18236.7 600.906 1417.61 internal_count=911180 733042 178138 59149 26292 49672 19714 673893 151846 9477 138797 21704 54582 5071 9287 4500 6578 3222 10427 3072 19418 8588 4918 46918 39877 32677 13049 91879 2983 6365 is_linear=0 shrinkage=0.01 Tree=126 num_leaves=31 num_cat=0 split_feature=9 9 2 0 9 9 9 2 0 2 2 9 9 2 9 9 9 0 9 9 4 9 9 9 9 2 0 4 0 4 split_gain=42695.2 2517.46 1416.99 1138.8 840.827 1094.22 1126.53 560.116 503.891 487.087 565.877 492.238 387.724 370.726 323.304 218.426 208.059 201.444 196.926 192.419 355.972 185.45 269.59 162.69 349.986 405.146 161.096 160.144 159.242 143.513 threshold=3.3550000000000004 2.3350000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3.9350000000000005 6.2150000000000007 8.4800000000000022 0.98004975124378124 1.0000000180025095e-35 0.90501253132832093 0.92342186961021067 8.1200000000000028 2.8250000000000006 0.22271825396825398 5.3550000000000013 4.205000000000001 4.5750000000000011 1.0000000180025095e-35 4.4750000000000005 9.7700000000000014 5.5000000000000009 7.035000000000001 6.9850000000000012 4.995000000000001 4.9850000000000012 0.73935688405797106 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 2.5000000000000004 decision_type=10 10 2 2 10 10 10 2 2 2 2 10 10 2 10 10 10 2 10 10 10 10 10 10 10 2 2 10 2 10 left_child=1 17 3 14 26 7 9 8 23 11 -11 13 -3 -7 -2 -5 18 -1 -10 20 -8 22 -15 24 -6 -26 -4 -17 29 -14 right_child=2 12 4 15 5 6 19 -9 16 10 -12 -13 28 21 -16 27 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.010157524257445805 0.00059958098237304191 0.0074263947776182608 -0.0026878428115246311 0.0010174907442595958 -0.0073771870983116482 0.0099441652402382924 -0.0058971056899807944 -0.001649179203004409 -0.0031376357798374964 0.012600584940945165 -0.0030105793592042195 0.0083815814662850773 0.0030901329623226571 -0.0030381073197473115 0.0077665676642040687 -0.0056288064954547858 -0.0052852436736167633 0.01213284036753594 0.0069283294540305098 -0.0093026616666308098 0.013784342703303858 -0.0067794974180604671 0.01053935712976945 -0.0084752941469671342 -0.009450104262749703 0.0075659395119020102 0.0022912842544525135 0.005794406556318462 0.0058671191783483114 -0.0053163168829577371 leaf_weight=11914.156317092478 1289.9261604174972 4969.7939738184214 2975.3797519616783 653.10284516960382 10230.761452216655 206.90378028899431 1437.6980123966932 1694.4439422339201 535.11453950032592 588.4928417429328 383.51176019385457 435.65298748761415 4468.7540091574192 1423.6707647293806 1229.2003229707479 3654.2680632323027 2332.031477663666 9110.6576423123479 305.20301954075694 2086.825669772923 98.172296710312366 1262.3299310803413 162.98176656663418 19738.294368043542 236.57859895005822 342.49259377270937 831.35786262899637 126.99047227948904 2420.8765851035714 212.74750780314207 leaf_count=64251 10887 28210 32295 4785 146544 1251 21349 15647 5111 3424 4258 2938 32242 17768 7093 39243 27366 47315 2046 36112 436 18938 964 311063 3571 2708 6082 900 14194 2189 internal_value=0 0.00892364 -0.00548762 -0.00127256 -0.00610716 -0.00650154 -0.00318242 -0.00725939 -0.0075413 0.000180172 0.00644108 -0.00156279 0.00528399 -0.00298048 0.00409669 -0.00432279 -0.00374795 0.0110135 0.000518319 -0.0073255 -0.00463907 -0.00391912 -0.00164342 -0.00793523 -0.0069491 0.000614062 -0.00160045 -0.00524517 0.00378487 0.00270811 internal_weight=0 33097 54261.4 6953.49 47307.9 43501.2 8086.24 35414.9 33720.5 4463.54 972.005 3491.54 12072.2 3055.89 2519.13 4434.36 3172.35 21024.8 840.318 3622.7 1535.87 2848.98 1586.65 30548.1 10809.8 579.071 3806.74 3781.26 7102.38 4681.5 internal_count=911180 188401 722779 62908 659871 621494 107438 514056 498409 49541 7682 41859 76835 38921 17980 44928 34523 111566 7157 57897 21785 37670 18732 463886 152823 6279 38377 40143 48625 34431 is_linear=0 shrinkage=0.01 Tree=127 num_leaves=31 num_cat=0 split_feature=5 2 2 2 2 4 1 5 0 4 5 0 2 4 4 5 1 5 4 1 2 2 1 4 2 5 5 1 1 4 split_gain=14362.7 1818.72 1588.07 1042.77 1230.19 913.623 845.785 762.219 564.685 453.79 434.629 307.913 287.032 268.88 242.467 232.538 265.283 221.583 221.071 219.155 205.33 184.871 199.494 154.462 154.139 163.127 150.887 150.187 193.893 149.276 threshold=3.5000000000000004 1.0000000180025095e-35 0.50155279503105599 0.49341991341991348 0.33477011494252878 1.5000000000000002 0.091372912801484213 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 28.500000000000004 1.0000000180025095e-35 0.90943267259056748 1.5000000000000002 5.5000000000000009 4.5000000000000009 0.25092592592592594 1.0000000180025095e-35 2.5000000000000004 0.74891304347826104 0.33248299319727892 0.98089094449853953 0.12062851552946931 5.5000000000000009 0.99040761869709237 1.0000000180025095e-35 1.0000000180025095e-35 0.75110619469026563 0.96213569039656011 2.5000000000000004 decision_type=2 2 2 2 2 10 2 2 2 10 2 2 2 10 10 2 2 2 10 2 2 2 2 10 2 2 2 2 2 10 left_child=2 -2 3 4 7 11 12 13 9 17 14 21 -4 19 15 16 -7 -8 -5 -1 23 22 -3 -15 -14 -26 -6 -21 -29 -12 right_child=1 5 6 18 26 10 8 -9 -10 -11 29 -13 24 20 -16 -17 -18 -19 -20 27 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.0051298907619866706 0.0045776103400637915 -0.0072376124504744946 0.011108774230589209 0.0080512805492396495 4.0841473168721675e-06 0.0064528775309347268 0.0013016445411245319 -0.0010072426917647373 0.003873240752054208 -0.0044167424181550535 -0.0071036159105087341 0.00063832966944634881 -0.0015538168931062005 0.0013892545845113752 0.0048381942780512917 -0.0060703851460293234 -0.0063312230147451135 -0.0031925983003833918 -0.0041420385338314372 0.010139991607861405 0.0079451708603018763 0.00035046364458758765 -0.0039756346654066287 0.0082295183024916063 0.006188914555351574 0.0015755929440909476 -0.0042375341855124581 0.0013418349228961055 0.0075964912466711136 -0.0096744893140621718 leaf_weight=7945.62582167238 2061.7011130154133 2094.3010169193149 617.68956004083157 8612.7325844764709 2727.8705531656742 339.05487160757184 4428.0526960231364 2005.964333999902 2496.9760340452194 3362.3041331842542 4555.5465682707727 1455.1876302994788 477.50710508972406 2916.2294540181756 249.93017805740237 4430.598573166877 311.39583662897348 1458.3452833257616 151.30435441806912 1758.8391735255718 755.36595363169909 886.06098400056362 17892.684068404138 372.26555727422237 2121.7646700963378 1199.9475732296705 1210.9656242392957 591.50611446797848 3057.6689511016011 4479.2466606087983 leaf_count=54475 14413 32477 3738 53457 27072 2415 40245 20873 18808 41362 71631 14490 4968 24361 2120 63869 4238 16773 1754 10106 4785 9306 231380 2241 13376 10305 14553 4973 17856 78760 internal_value=0 -0.00456141 0.00361266 0.00489961 0.00379533 -0.0050749 0.00105618 0.00482965 -0.000346613 -0.00148589 -0.0070421 -0.00380922 0.00478657 0.00550266 -0.00477771 -0.0052507 0.000332636 0.000188203 0.00784077 0.00618678 0.00324355 -0.00411928 -0.00431744 0.00216359 0.00375869 0.00452238 -0.00129997 0.0077396 0.00658265 -0.0083782 internal_weight=0 38755.7 48268.9 32106.3 23342.3 36694 16162.6 19403.5 11745.7 9248.7 14365.8 22328.2 4416.91 17397.5 5330.98 5081.05 650.451 5886.4 8764.04 13353.6 4043.86 20873 19987 3288.5 3799.22 3321.71 3938.84 5408.01 3649.18 9034.79 internal_count=911180 525099 386081 236506 181295 510686 149575 139670 117188 98380 223033 287653 32387 118797 72642 70522 6653 57018 55211 87410 31387 273163 263857 26602 28649 23681 41625 32935 22829 150391 is_linear=0 shrinkage=0.01 Tree=128 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 10 10 10 10 9 9 9 2 2 0 10 5 9 9 5 9 5 5 10 9 9 9 5 10 split_gain=105380 2874.42 2744.93 390.302 271.318 240.506 224.6 144.876 141.125 135.044 120.708 53.6672 53.5742 49.4091 44.7867 44.2107 39.3102 38.2623 39.9996 36.6571 38.6202 36.7158 34.2148 32.4295 31.9942 34.767 42.358 30.6535 30.4957 30.0983 threshold=0.13270235061645502 0.0013712961226701001 0.94052824378013633 5.6250000000000009 5.5050000000000008 0.011652591172605703 0.65440738201141369 0.00014260681928130004 0.99766892194747936 0.0070173616986721008 2.6250000000000004 4.3750000000000009 5.5250000000000012 1.0000000180025095e-35 0.96784532671629464 1.0000000180025095e-35 0.049213243648409809 1.5000000000000002 2.3350000000000004 9.0500000000000025 438.50000000000006 5.535000000000001 1.0000000180025095e-35 23.500000000000004 0.99989646673202526 7.0450000000000008 3.3250000000000006 5.3550000000000013 3.5000000000000004 0.78322452306747448 decision_type=2 2 2 8 8 2 2 2 2 2 10 10 8 2 2 2 2 2 10 8 2 10 2 2 2 10 10 8 2 2 left_child=1 7 4 5 6 -3 13 -1 27 -5 28 -7 -9 15 16 -2 -11 22 -19 20 21 -6 -15 -8 -12 26 -26 -4 -10 -23 right_child=2 3 8 9 19 11 23 12 10 14 24 -13 -14 17 -16 -17 -18 18 -20 -21 -22 29 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.010564165751425957 0.0089340467678738298 -0.0066759949979508315 0.010945051878673805 -0.0024072858826931108 0.019808098795565846 -0.00084066479766152827 0.0084107845627630646 -0.0091787802188156315 0.013529668083158326 0.001578389304398922 0.013768175366568039 -0.0036975501610234151 -0.0063523628259913294 0.0024258402804214628 0.010594087459050697 0.0030884794579361468 0.0065103882703366435 0.0087655308738122037 0.00015278434338245042 0.011522313881215154 -0.0079316290754827233 0.0065388684481630724 0.0068566412707342364 0.0045185325974901863 0.014888825437232025 0.013835586920466278 0.016414521528940407 0.01297714885044542 0.014701743652701025 0.011112347754578051 leaf_weight=39327.798750832677 226.79043281078339 2531.6492686495185 1569.9936887472868 507.34768007695675 28.219022303819656 1234.249402448535 1325.7455481141806 3510.7392421960831 15402.296259179711 459.563321813941 1634.9258628487587 1407.2463898211718 828.98484801128507 662.09619960933924 95.90397085249424 301.23355376720428 249.25947394222021 57.517949312925339 862.67810422182083 737.28636106848717 14.354950569570063 408.68494793772697 236.54575826972723 255.28036472201347 4107.4342928081751 1380.4357981830835 3267.1165905743837 1408.0844887346029 2593.6893708854914 222.09436641633511 leaf_count=619311 998 27968 6684 4406 149 8360 5657 45138 79921 3154 7041 13344 9444 3428 571 1352 1346 247 5677 3221 90 2168 1132 1223 18819 7200 13858 6365 11958 950 internal_value=0 -0.00945023 0.0128485 -0.00323804 0.00621993 -0.00447353 0.00486892 -0.0103728 0.0139768 0.00163316 0.0141941 -0.00236266 -0.00863887 0.00290624 0.0041805 0.0055992 0.00331274 0.00212445 0.000691134 0.00998177 0.00829495 0.00864842 0.00359214 0.00778232 0.0150523 0.0152921 0.0155647 0.0119059 0.0136986 0.00814917 internal_weight=0 50152.7 36702.5 6485.22 5338.53 5173.15 3927.89 43667.5 31364 1312.07 28385.9 2641.5 4339.72 2346.86 804.727 528.024 708.823 1818.84 920.196 1410.64 673.353 658.998 898.642 1581.03 10389.9 8754.99 7374.55 2978.08 17996 630.779 internal_count=911180 733042 178138 59149 26292 49672 19714 673893 151846 9477 138797 21704 54582 12834 5071 2350 4500 10484 5924 6578 3357 3267 4560 6880 46918 39877 32677 13049 91879 3118 is_linear=0 shrinkage=0.01 Tree=129 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 10 10 10 10 9 9 9 10 10 9 9 10 10 9 9 9 10 9 9 9 1 9 1 9 split_gain=103905 2874.01 2743.61 384.232 266.419 238.284 219.982 146.244 144.824 132.182 114.142 53.6536 53.2604 40.4904 37.2368 36.9011 36.9252 33.0227 32.5986 33.1412 40.1803 30.7063 29.9741 29.1544 30.1403 28.7507 25.0572 25.7668 22.7063 29.7889 threshold=0.13270235061645502 0.0013712961226701001 0.94052824378013633 5.6250000000000009 5.5050000000000008 0.011652591172605703 0.51461192965507518 0.00014260681928130004 0.99766892194747936 0.0070173616986721008 2.6250000000000004 5.5250000000000012 2.9150000000000005 0.049213243648409809 0.78322452306747448 9.0500000000000025 5.535000000000001 0.068259380757808671 0.99989646673202526 7.0450000000000008 3.3250000000000006 5.3550000000000013 0.2688089013099671 3.8050000000000002 4.8650000000000011 9.1600000000000019 0.62532051282051293 5.6050000000000013 0.051836094939543158 4.3750000000000009 decision_type=2 2 2 8 8 2 2 2 2 2 10 8 10 2 2 8 10 2 2 10 10 8 2 10 10 8 2 10 2 10 left_child=1 7 4 5 6 -3 23 -1 21 -5 -10 -9 -7 -11 28 16 -6 -14 -12 20 -20 -4 -18 -2 -25 -17 -23 -28 -8 -30 right_child=2 3 8 9 15 12 14 11 10 13 18 -13 17 -15 -16 25 22 -19 19 -21 -22 26 -24 24 -26 -27 27 -29 29 -31 leaf_value=-0.010553987537802461 0.0038287752696676224 -0.0066438376831821008 0.010848685465726402 -0.002387022377140469 0.019320339107056422 0.00082994707079690603 0.0080170732007197217 -0.0091555826976493625 0.013647564968845602 0.0024704329261794494 0.013669428112981552 -0.0063195016118192402 -0.0037529426756964164 0.0071553819731532053 0.0083627921609680661 0.01797153800783053 0.0029688704026324952 -0.0010355791201379851 0.014816308764415059 0.013783378644251979 0.016305354216970852 0.013708471425651188 0.0086816869883664903 -0.00083963321551708649 0.0025648098849073635 0.010833846912094103 0.013051833634323327 0.0078637637573660078 0.0065956349300650531 0.0025862298527717683 leaf_weight=38973.842705331743 736.20678884536028 2518.5298164561391 1568.1096291393042 506.54209362715483 28.562771387398243 440.63237012177706 300.67048105597496 3484.5693695731461 17883.206141337752 520.26402213424444 1630.2923519611359 824.98271407932043 1571.2827328369021 285.82639207690954 1048.1694590002298 61.588562175631523 110.85817568749189 625.14363637566566 4086.3678839802742 1371.8509843349457 3256.1554853618145 1017.2080988436937 535.44187328219414 422.18423651903868 677.14583593606949 674.14101427793503 212.83546902239323 173.98711651563644 405.28588923811913 341.41161142289639 leaf_count=619311 3431 27968 6684 4406 150 2286 1239 45138 91879 3545 7041 9444 14649 1526 4512 279 699 4769 18819 7200 13858 4552 2508 2697 4299 2942 1055 758 1766 1770 internal_value=0 -0.00943158 0.0127764 -0.00321417 0.0061541 -0.00444398 0.0048163 -0.0103607 0.0139101 0.0016161 0.0141312 -0.00861267 -0.002343 0.00413164 0.00703028 0.00988229 0.00819352 -0.00297953 0.0149673 0.0152101 0.0154766 0.0118105 0.00770178 0.00228873 0.00125738 0.0114313 0.0128847 0.0107183 0.00569674 0.00476242 internal_weight=0 49751.6 36541.7 6468.22 5341.67 5155.59 3931.07 43283.4 31200 1312.63 28227.9 4309.55 2637.06 806.09 2095.54 1410.59 674.863 2196.43 10344.7 8714.37 7342.52 2972.14 646.3 1835.54 1099.33 735.73 1404.03 386.823 1047.37 746.698 internal_count=911180 733042 178138 59149 26292 49672 19714 673893 151846 9477 138797 54582 21704 5071 9287 6578 3357 19418 46918 39877 32677 13049 3207 10427 6996 3221 6365 1813 4775 3536 is_linear=0 shrinkage=0.01 Tree=130 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 10 10 10 10 9 9 9 2 2 0 10 5 9 9 5 9 5 10 5 9 9 9 10 5 split_gain=102453 2873.39 2742.95 378.263 261.463 236.047 215.849 148.56 147.615 129.389 107.865 53.7308 52.5382 48.0986 43.4158 43.0895 37.5478 37.3218 38.9387 37.0873 37.6363 34.1917 33.3682 33.2059 31.9657 31.5973 38.116 30.753 29.5286 28.2919 threshold=0.13270235061645502 0.0013712961226701001 0.94052824378013633 5.6250000000000009 5.5050000000000008 0.011652591172605703 0.65440738201141369 0.99766892194747936 0.00014260681928130004 0.0070173616986721008 2.6250000000000004 5.5250000000000012 4.3750000000000009 1.0000000180025095e-35 0.96784532671629464 1.0000000180025095e-35 0.049213243648409809 1.5000000000000002 2.3350000000000004 9.0500000000000025 438.50000000000006 5.535000000000001 1.0000000180025095e-35 0.99989646673202526 23.500000000000004 7.0450000000000008 3.3250000000000006 5.3550000000000013 0.78322452306747448 3.5000000000000004 decision_type=2 2 2 8 8 2 2 2 2 2 10 8 10 2 2 2 2 2 10 8 2 10 2 2 2 10 10 8 2 2 left_child=1 8 4 5 6 -3 13 27 -1 -5 29 -10 -7 15 16 -2 -11 22 -19 20 21 -6 -15 -12 -8 26 -25 -4 -23 -9 right_child=2 3 7 9 19 12 24 10 11 14 23 -13 -14 17 -16 -17 -18 18 -20 -21 -22 28 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010543880639749344 0.0087832538764407286 -0.0066117241359876242 0.010753598456470535 -0.0023669009414870237 0.019126859609684903 -0.000817692700662513 0.0082426948953848739 0.013433659739135483 -0.0091323947480702397 0.0015346185030059504 0.013572241581198486 -0.0062867002433127659 -0.0036488921814142694 0.0023680246124395256 0.010375783315771365 0.0030183201269641182 0.0063463631432969445 0.0086127694859616695 0.00012533659100948309 0.0113381736972151 -0.0079300626659582867 0.0063675306900259424 0.0067386028341198147 0.014745174850396685 0.0043848705504175014 0.013732001042230362 0.016198541635302717 0.012793287323639619 0.010890061631145235 0.014568631995157467 leaf_weight=38622.848117515445 227.40225046873093 2505.5202436372638 1566.1653823405504 505.74384497851133 28.642464764416218 1232.2487696111202 1327.1098282337189 15202.790045469999 3458.6130561232567 460.53353278338909 1625.5703699588776 821.01421470940113 1400.2372910380363 663.24412471055984 96.547427959740162 301.62319235503674 250.32288756221533 57.662321180105209 863.84789481014013 734.3633928745985 14.348949633538721 410.85066678375006 237.14317020773888 4065.1270965188742 256.2555211186409 1363.2569701224566 3244.9064982682467 1399.9386775940657 222.58635357022285 2567.1735851168633 leaf_count=619311 998 27968 6684 4406 149 8360 5657 79921 45138 3154 7041 9444 13344 3428 571 1352 1346 247 5677 3221 90 2168 1132 18819 1223 7200 13858 6365 950 11958 internal_value=0 -0.00941297 0.0127051 -0.00319053 0.00608865 -0.00441469 0.00476422 0.0138446 -0.0103486 0.00159928 0.0140696 -0.00858647 -0.00232363 0.00284196 0.00408363 0.00549638 0.00322904 0.00207119 0.000656427 0.00978208 0.0080927 0.00843996 0.00351914 0.0148838 0.00761834 0.0151297 0.0153903 0.0117163 0.00795672 0.0135976 internal_weight=0 49353.6 36380 6451.15 5345.08 5138.01 3934.29 31034.9 42902.5 1313.15 28068.8 4279.63 2632.49 2350.92 807.404 529.025 710.856 1821.9 921.51 1410.79 676.428 662.079 900.387 10298.9 1583.37 8673.29 7310.03 2966.1 633.437 17770 internal_count=911180 733042 178138 59149 26292 49672 19714 151846 673893 9477 138797 54582 21704 12834 5071 2350 4500 10484 5924 6578 3357 3267 4560 46918 6880 39877 32677 13049 3118 91879 is_linear=0 shrinkage=0.01 Tree=131 num_leaves=31 num_cat=0 split_feature=5 2 2 2 2 4 2 5 4 5 3 5 2 4 5 2 4 2 2 2 4 4 4 3 3 2 4 2 2 2 split_gain=13543.9 1719.47 1492.75 985.767 1154.4 889.055 788.936 712.469 444.419 420.648 410.368 277.435 257.407 230.464 219.727 248.43 209.3 207.741 198.914 210.647 188.543 159.559 198.205 152.919 151.616 158.618 148.567 147.203 179.301 161.878 threshold=3.5000000000000004 1.0000000180025095e-35 0.50155279503105599 0.49341991341991348 0.33477011494252878 1.5000000000000002 0.90501253132832093 1.5000000000000002 1.5000000000000002 28.500000000000004 29.500000000000004 1.0000000180025095e-35 0.90943267259056748 5.5000000000000009 4.5000000000000009 0.72792207792207797 2.5000000000000004 0.76103179753406891 0.98089094449853953 0.92890109890109895 3.5000000000000004 2.5000000000000004 5.5000000000000009 26.500000000000004 20.500000000000004 0.99040761869709237 2.5000000000000004 0.65465367965367982 0.76506899055918665 0.7576941287878789 decision_type=2 2 2 2 2 10 2 2 10 2 8 2 2 10 2 2 10 2 2 2 10 10 10 10 8 2 10 2 2 2 left_child=2 -2 3 4 7 18 8 10 11 13 -1 17 -8 14 15 -7 -5 -4 19 -3 27 -12 -23 -9 -14 -26 -11 -10 29 -29 right_child=1 5 6 16 -6 9 12 23 20 26 21 -13 24 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.0031984641370997663 0.0044650989809109634 -0.0036585220879101032 0.0030851958496462897 0.0078894709381604113 -0.001273768576954775 -0.0063591775094338525 0.010688064736110107 -0.0056842466733503195 -0.004457853477650181 -0.007019720069195612 0.0067931803660977756 -0.0024465311974516037 -0.0012577259481159162 0.0047238488560176969 -0.005995084820149499 0.0061619699370363459 -0.0040980285095664438 -0.0016727720675829706 0.00068098040511982969 -0.0074786688480917738 -0.0071216569389770676 -0.0017715908988366496 0.0091134336846634394 0.00067454219959911055 -0.0016062437227686627 0.0053113096966207977 -0.009624938717444487 0.00070223117028858487 -0.0044300292236199848 0.01123244694072538 leaf_weight=5737.1446826756001 2028.6281464770436 19287.494520649314 4645.2095659375191 8445.2847436144948 3862.4324295446277 297.98979791626334 609.47977469488978 510.65760656818748 1297.565107434988 4427.6059745326638 10608.641451947391 1702.8950595781207 533.2544825784862 246.32361243665218 4317.1570532731712 338.41186982765794 148.20644545555115 1143.5653984770179 973.15483542531729 1560.1870702728629 876.36191602051258 484.12207496911287 255.60707433521748 1457.9585532434285 375.4522712752223 2829.6832601949573 4329.2808779217303 1054.2583134248853 622.97601342573762 169.45141449570656 leaf_count=43632 14413 252117 37774 53457 41625 4160 3836 6949 16175 71631 69123 19167 5642 2120 63869 2493 1754 12530 10172 25364 12100 4536 1506 13924 3952 19055 78760 10674 7623 1047 internal_value=0 -0.00449102 0.00353494 0.00479436 0.00371125 -0.00499884 0.0010328 0.00472176 -0.000337843 -0.00696991 0.00537814 0.00110153 0.00466199 -0.00471699 -0.00518645 0.000299047 0.00768273 0.00214527 -0.00373813 -0.00394441 -0.00301984 0.00648007 0.00198964 -0.000974923 0.00367954 0.00450098 -0.0083077 -0.00187659 -6.28774e-05 0.00216039 internal_weight=0 37806.2 47370.2 31510.1 22916.6 35777.6 15860.2 19054.1 11512.3 13956.8 17085.5 7491.67 4347.87 5199.88 4953.56 636.402 8593.49 5788.77 21820.8 20847.7 4020.61 11348.4 739.729 1968.62 3738.39 3205.14 8756.89 3144.25 1846.69 1223.71 internal_count=911180 525099 386081 236506 181295 510686 149575 139670 117090 223033 118797 69471 32485 72642 70522 6653 55211 50304 287653 277481 47619 75165 6042 20873 28649 23007 150391 35519 19344 11721 is_linear=0 shrinkage=0.01 Tree=132 num_leaves=31 num_cat=0 split_feature=9 9 5 9 9 9 1 9 9 5 9 5 2 1 1 5 5 9 5 2 9 9 5 1 9 5 9 9 5 2 split_gain=39873.5 2389.52 2137.29 1468.26 1375.97 804.865 589.879 396.245 361.626 328.853 309.038 410.314 268.848 211.834 192.43 180.64 221.604 179.196 160.288 159.992 151.112 147.014 174.95 142.268 141.589 141.072 133.926 332.827 133.823 129.753 threshold=3.3550000000000004 2.2250000000000005 30.500000000000004 6.0550000000000006 8.4800000000000022 4.495000000000001 1.0000000180025095e-35 2.8250000000000006 4.2350000000000012 30.500000000000004 8.1200000000000028 2.5000000000000004 0.88847429519071319 0.028778467908902653 0.023937770392229853 20.500000000000004 1.0000000180025095e-35 3.8350000000000004 1.0000000180025095e-35 0.85379556042751448 5.3850000000000007 4.4750000000000005 1.0000000180025095e-35 0.30795574288724981 8.8300000000000018 1.5000000000000002 7.035000000000001 6.9850000000000012 7.5000000000000009 0.40758719884933481 decision_type=10 10 2 10 10 10 2 10 10 2 10 2 2 2 2 2 2 10 2 2 10 10 2 2 10 2 10 10 2 2 left_child=1 9 3 5 10 17 18 -3 -4 -1 11 12 -5 -10 -14 16 24 -2 -7 -12 -20 -19 -23 -11 -6 -8 27 29 -9 -13 right_child=2 7 8 4 15 6 25 28 13 23 19 26 14 -15 -16 -17 -18 21 20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.011193733468315172 4.3962516465312456e-05 0.0072923587351326671 -0.0040460562374983857 0.0025838241803613823 0.011909767237706495 -0.0039594049598269954 -0.0057243665755073647 0.0045731579945231214 -0.0032011027869988241 0.001998282595455131 0.010489900299924849 0.0037068229389821349 -0.00079847288472386193 -0.0090091787826535718 0.012631844543867531 0.0018386208894743156 -0.0083339910276381546 -0.0038574994605675129 -0.0016871143533903918 -0.0087194913699010935 0.0057064817904855713 0.0078117404870680475 -0.0087467473938037353 0.0085347353911410014 -0.00420649453198712 -0.0075009445060941283 -0.0060485028380758725 0.014807421318793361 0.0015488637470721508 -0.0052767574422740602 leaf_weight=18592.289207875729 2772.1939443536103 5319.1166844293475 1814.1426273658872 1348.1180567406118 90.092079259455204 2774.2367465868592 8517.2897362112999 4898.9021882489324 655.6156316138804 506.92988044768572 740.02699241042137 243.60197862237692 130.57676236331463 14885.873401083052 583.04014005511999 255.88843477889895 1711.9820160418749 3591.085667848587 1155.4029920175672 46.056492913514376 363.36890517920256 230.53586866334081 88.22706226631999 970.40799298882484 138.03585905954242 9405.1879952028394 491.33422600850463 136.6533222720027 2086.2052450180054 472.85748919099569 leaf_count=99773 24122 30689 23691 10544 438 26657 108792 31245 8721 3786 3976 2059 1013 260450 3436 2775 28096 40132 11119 677 2693 1523 1138 5528 1697 144934 7028 609 17380 6459 internal_value=0 0.00870566 -0.00539792 -0.00398477 0.000353739 -0.00494387 -0.00585915 0.00523589 -0.00827099 0.0108329 0.0037127 0.00240838 0.0052111 -0.00876417 0.0101744 -0.00605867 -0.00710027 -0.00190085 -0.00252971 0.00936443 8.18168e-05 -0.00327978 0.00322869 0.00629183 0.00215813 -0.00665666 -0.00188964 0.000505582 0.00366991 -0.00222227 internal_weight=0 32373.9 52641.4 35285.8 6388.26 28897.5 22215.5 12304.2 17355.6 20069.6 4192.27 3406.18 2061.73 15541.5 713.617 2196 1940.11 6682.04 4293.01 786.083 1518.77 3909.85 318.763 1477.34 228.128 17922.5 1344.45 853.113 6985.11 716.459 internal_count=911180 188401 722779 429917 68807 361110 294195 79314 292862 109087 35801 31148 14993 269171 4449 33006 30231 66915 40469 4653 13812 42793 2661 9314 2135 253726 16155 9127 48625 8518 is_linear=0 shrinkage=0.01 Tree=133 num_leaves=31 num_cat=0 split_feature=9 9 5 9 4 9 9 9 9 2 2 9 5 2 2 4 4 9 2 9 9 9 9 5 9 9 5 4 2 2 split_gain=39208.8 2373.42 2124.61 1444.5 1526.42 796.376 779.533 478.322 389.494 364.938 392.926 361.515 328.363 324.205 313.382 237.053 217.013 192.021 190.983 183.74 152.88 138.797 137.98 172.191 134.894 488.308 402.094 132.477 127.369 114.715 threshold=3.3550000000000004 2.2250000000000005 30.500000000000004 6.0550000000000006 1.5000000000000002 4.495000000000001 7.3800000000000008 6.2550000000000008 2.8250000000000006 1.0000000180025095e-35 0.99938118811881205 4.2350000000000012 30.500000000000004 0.90943267259056748 0.41625412541254131 2.5000000000000004 2.5000000000000004 5.3350000000000009 0.97385509227614497 6.9850000000000012 3.8350000000000004 8.8850000000000016 4.4750000000000005 1.0000000180025095e-35 4.995000000000001 4.9850000000000012 17.500000000000004 2.5000000000000004 0.69056183624528955 0.65465367965367982 decision_type=10 10 2 10 10 10 10 10 10 2 2 10 2 2 2 10 10 10 2 10 10 10 10 2 10 10 2 10 2 2 left_child=1 12 3 5 6 16 14 -6 -3 17 24 -4 -1 19 -5 -15 20 -7 -13 -9 -2 -21 -22 -24 25 -11 -27 29 -14 -10 right_child=2 8 11 4 7 9 -8 13 27 10 -12 18 28 15 -16 -17 -18 -19 -20 21 22 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=0.011127359318402854 0.00052160863512077293 0.0072231352698425453 -0.0040164763050556896 0.0067210692904994627 -0.0064352657049294697 -0.0044220579743197829 -0.0079897342451143334 0.0027120909976640164 0.0046472730293573971 -0.0065020481550256753 -0.0010387220200901745 -0.008957354001904028 0.0083359357914762934 0.011919552718513905 -0.0037388775578035306 -0.0084099009776271976 -0.0076994964017941397 0.00053843094773037216 -0.0030087132962951378 0.010218392578579252 -0.0032947541866428474 0.0011394859394314957 0.0082938754580818477 -0.008814950400891074 -0.0074403034500305767 -0.0083346841784444955 0.010022355483566392 -0.0029583564563746786 0.0021377432224680237 0.0015662243874277652 leaf_weight=18516.540096893907 2581.4378613941371 5316.4055682197213 1809.2527734003961 660.59889257326722 306.58599601686001 2819.4953980147839 2123.959273584187 532.10824630782008 5113.6865664720535 4992.2340508364141 1262.7698273845017 14866.693544302136 975.09868320077658 77.517102811485529 505.68794114142656 220.55713442340493 585.47163772210479 1079.0169330462813 560.04007598012686 1752.3389222882688 3203.2753063477576 186.28979097306728 222.51716214418411 79.966677300632 11439.806352872401 183.07037023827434 342.66911574825644 292.30218767374754 502.33282057195902 1582.3619620874524 leaf_count=99773 21894 30689 23691 4057 4012 28841 33821 4551 33656 68625 11141 261567 5559 406 5985 3420 7793 9038 7604 10518 34775 2037 1429 1024 171660 2535 2355 2773 3755 12196 internal_value=0 0.00863879 -0.00536941 -0.00395943 0.000351416 -0.00491253 -0.00438285 0.00541642 0.00518331 -0.00582599 -0.00642014 -0.00824543 0.0107654 0.00672873 0.00218576 -0.00312303 -0.00188451 -0.00304911 -0.0087414 0.00791727 -0.00132522 0.00934597 -0.00268512 0.00377087 -0.00682087 -0.00553668 0.00363016 0.00363151 0.00622852 0.00391918 internal_weight=0 32298.7 52393.4 35157.4 6365.64 28791.7 3290.25 3075.4 12304.8 22119.1 18220.5 17236 19994 2768.81 1166.29 298.074 6672.67 3898.51 15426.7 2470.74 6087.2 1938.63 3505.76 302.484 16957.8 5517.97 525.739 6988.35 1477.43 6696.05 internal_count=911180 188401 722779 429917 68807 361110 43863 24944 79314 294195 256316 292862 109087 20932 10042 3826 66915 37879 269171 17106 59122 12555 37228 2453 245175 73515 4890 48625 9314 45852 is_linear=0 shrinkage=0.01 Tree=134 num_leaves=31 num_cat=0 split_feature=9 5 9 9 9 9 1 9 0 5 9 5 9 5 2 1 9 1 5 5 2 0 9 9 9 9 1 2 9 1 split_gain=38557.4 2254.57 1896.64 1290.42 1335.65 1260.53 649.598 446.551 360.348 334.188 302.035 399.319 295.957 275.062 265.761 211.532 201.812 188.688 177.816 216.523 155.349 141.959 213.169 137.59 130.995 324.553 126.277 125.804 121.25 116.29 threshold=3.2350000000000008 30.500000000000004 2.1250000000000004 6.0550000000000006 8.4800000000000022 3.8350000000000004 1.0000000180025095e-35 4.2350000000000012 1.0000000180025095e-35 30.500000000000004 8.1200000000000028 2.5000000000000004 2.8250000000000006 1.5000000000000002 0.88847429519071319 0.028778467908902653 4.5750000000000011 0.023937770392229853 20.500000000000004 1.0000000180025095e-35 0.85379556042751448 1.0000000180025095e-35 4.4750000000000005 8.8300000000000018 7.035000000000001 6.9850000000000012 0.30795574288724981 0.40758719884933481 8.8850000000000016 0.23132664437012262 decision_type=10 2 10 10 10 10 2 10 2 2 10 2 10 2 2 2 10 2 2 2 2 2 10 10 10 10 2 2 10 2 left_child=2 3 9 5 10 -2 8 -3 -7 -1 11 14 -4 16 29 -9 21 -16 19 23 -12 -8 -23 -6 25 27 -11 -13 -20 -5 right_child=1 7 12 4 18 6 13 15 -10 26 20 24 -14 -15 17 -17 -18 -19 28 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.01111981190018841 0.00075167425994407573 -0.0037535779607753336 0.0072291949383539071 -0.0018316301301714774 0.011767094498545396 0.001177244363974556 -0.0041585145374557096 -0.0031465484198807663 -0.0043320803088006911 0.001948282726901087 0.010381709938932377 0.0036218776426720435 0.0040150668360084676 -0.0073223932313728817 -0.00076431076681512391 -0.0089664561244713527 -0.0057707300202551179 0.012564878171740857 0.0099090195851499439 -0.0082866914187726941 -0.0086692986317741996 -0.0028911895895979037 0.0081157328660357367 -0.0041653265619191141 -0.006011329189421666 0.014655012734776688 0.0082568205614708817 -0.0052301277783498466 -0.004057470059026568 0.0045112351051250629 leaf_weight=18086.666084751487 3809.2770010270178 2054.5500058420002 5755.9859222397208 419.91097119450569 89.479550436139107 1960.3097881525755 1544.0177566260099 652.30173464119434 3010.3164417594671 490.31009852141142 734.41364505887032 243.82744251191616 5703.6685817614198 10509.724007297307 130.20675319433212 14660.784653276205 8126.0752492137253 576.08467978239059 107.54353781789541 1689.5537284016609 45.451811723411083 482.55548725277185 276.92384678125381 137.48600395396352 487.98731248453259 135.87688925117254 899.21649898588657 470.07142294943333 147.29610312357545 927.50144938006997 leaf_count=97828 31630 26231 33141 3943 438 15952 17916 8721 30139 3660 3976 2059 38577 161539 1013 260450 105394 3436 687 28096 677 4290 1758 1697 7028 609 5147 6459 2088 6601 internal_value=0 -0.00517118 0.00885743 -0.00374561 0.000349101 -0.00461951 -0.00540918 -0.0081312 -0.00215932 0.0107567 0.00365994 0.00236959 0.00562947 -0.00618064 0.00513899 -0.00871854 -0.00503011 0.0101076 -0.00601124 -0.00705475 0.00927139 -0.00241743 0.00112219 0.00211592 -0.00188194 0.000489373 0.00603078 -0.00220678 0.00183645 0.00253453 internal_weight=0 53429.5 30935.8 36061.9 6342.69 29719.2 25909.9 17367.6 4970.63 19476.2 4171.33 3391.47 11459.7 20939.3 2053.7 15313.1 10429.6 706.291 2171.36 1916.52 779.865 2303.5 759.479 226.966 1337.76 849.776 1389.53 713.899 254.84 1347.41 internal_count=911180 732827 178353 437425 68807 368618 336988 295402 46091 106635 35801 31148 71718 290897 14993 269171 129358 4449 33006 30231 4653 23964 6048 2135 16155 9127 8807 8518 2775 10544 is_linear=0 shrinkage=0.01 Tree=135 num_leaves=31 num_cat=0 split_feature=9 9 2 0 9 9 9 1 0 1 2 9 9 2 9 9 0 9 9 9 9 9 9 9 9 9 1 0 0 2 split_gain=37921 2339.88 1280.36 1053.12 784.868 1022.29 1031.84 531.406 473.025 420.579 512.96 434.258 375.392 343.628 282.267 203.605 190.507 187.523 191.401 333.369 183.702 174.105 239.737 173.401 160.065 339.341 384.351 141.057 137.211 134.386 threshold=3.3550000000000004 2.2250000000000005 1.0000000180025095e-35 1.0000000180025095e-35 3.9350000000000005 6.2150000000000007 8.4800000000000022 0.019324122479462254 1.0000000180025095e-35 0.091372912801484213 0.92342186961021067 8.1200000000000028 2.8250000000000006 0.22271825396825398 5.3550000000000013 4.205000000000001 1.0000000180025095e-35 9.7700000000000014 8.7300000000000022 8.8850000000000016 4.5750000000000011 7.035000000000001 6.9850000000000012 4.4750000000000005 4.995000000000001 4.9850000000000012 0.25943732193732194 1.0000000180025095e-35 1.0000000180025095e-35 0.78956442831215978 decision_type=10 10 2 2 10 10 10 2 2 2 2 10 10 2 10 10 2 10 10 10 10 10 10 10 10 10 2 2 2 2 left_child=1 16 3 14 27 7 9 -6 24 10 -7 13 -3 -11 -2 -5 -1 18 -8 -20 23 22 -15 -10 25 -9 29 -4 -14 -27 right_child=2 12 4 15 5 6 17 8 20 11 -12 -13 28 21 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.0097784613173620243 0.00064835779847213532 0.0070859889328693595 -0.0025574453604479967 0.0009402325884006992 -0.0015631261261528373 0.012313737315545289 -0.010043341848900824 -0.0071875335854989708 -0.0030276049008588343 0.0097818596943521369 -0.0028638767939716749 0.0080947470774519557 0.0025536778630560453 -0.0028172245764368732 0.0074049992149786935 -0.0051539468019635281 0.011756809977554641 -0.0091628081851289761 0.0098802953238584876 -0.004787652108464352 -0.0050985700677129622 -0.0065569090526434804 0.010139563748296339 0.00655704650620954 -0.0083053510852788733 0.010156615867782912 -0.0093358358632328591 0.0021433809080138931 0.0055098032747700103 -0.0078738749776175627 leaf_weight=11281.841940939426 1271.7124975025654 5310.9265211969614 2899.3794685415924 644.19385431706905 1665.6023345664144 553.41632911190391 428.91288661956787 9749.7817167900503 522.58737988770008 203.02667247131467 372.60077976435423 420.70075084269047 4614.2580360919237 1371.3728534244001 1203.3734902366996 3679.9353557564318 8561.1963558867574 1948.7515435218811 189.73101492598653 845.196901217103 2251.9951900541782 1198.8027453273535 159.40263023227453 295.4820329323411 18641.490803960711 288.21929834783077 223.97895146533847 818.54417777433991 2380.0523448958993 48.258370582014322 leaf_count=62736 10887 30689 32295 4785 15616 3416 7640 146558 5111 1251 4258 2938 34431 17772 7093 40143 46351 36112 1169 12976 27366 18942 964 2045 311081 1973 3572 6082 14194 734 internal_value=0 0.0085075 -0.00531375 -0.00126853 -0.00592364 -0.00631908 -0.00302972 -0.00707015 -0.00735659 0.000241008 0.00620673 -0.00140643 0.00508159 -0.00276943 0.0039334 -0.00424606 0.010632 -0.00713114 -0.00442646 -0.00209861 -0.00362424 -0.003703 -0.00146801 0.000434317 -0.00775238 -0.00675257 0.000814196 -0.0015225 0.0035596 0.00757064 internal_weight=0 32148.3 51896.5 6799.22 45097.2 41379.3 7691.92 33687.4 32021.8 4279.32 926.017 3353.31 12305.2 2932.6 2475.09 4324.13 19843 3412.59 1463.84 1034.93 3070.06 2729.58 1530.78 818.069 28951.7 10310.2 560.457 3717.92 6994.31 336.478 internal_count=911180 188401 722779 62908 659871 621494 107438 514056 498440 49541 7674 41867 79314 38929 17980 44928 109087 57897 21785 14145 34522 37678 18736 7156 463918 152837 6279 38377 48625 2707 is_linear=0 shrinkage=0.01 Tree=136 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 4 4 10 10 1 1 2 5 0 4 5 1 10 1 4 1 10 5 5 5 10 4 split_gain=98366 3112.87 2397.9 260.726 244.965 212.553 146.933 84.8763 50.9363 47.2704 42.9334 39.0246 34.1001 26.8866 26.6166 26.4628 26.1497 25.6635 25.3355 25.3325 23.9142 18.8933 24.5616 18.3261 17.9281 17.3629 16.7755 16.5941 16.4858 18.8868 threshold=0.094556797295808764 0.8784809708595277 0.0013712961226701001 0.0089773964136838514 0.99473056197166454 0.3781151175498963 0.00014260681928130004 5.5000000000000009 1.5000000000000002 2.5000000000000004 0.65440738201141369 0.036334333941340412 0.040202020202020204 0.90508365508365518 0.86984754376058737 455.50000000000006 1.0000000180025095e-35 2.5000000000000004 133.50000000000003 0.13712060166532367 0.97252115607261669 0.15018796992481201 2.5000000000000004 0.13712060166532367 9.6955882327165472e-06 1.5000000000000002 126.50000000000001 1.0000000180025095e-35 0.99977076053619396 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 10 10 2 2 2 2 2 2 2 8 2 2 2 2 10 2 2 2 2 2 2 10 left_child=2 5 6 19 15 9 24 -6 11 12 21 23 16 28 17 20 -2 26 -14 -4 -3 -7 -23 -5 -1 -16 -12 -10 29 -9 right_child=1 4 3 8 7 10 -8 13 27 -11 14 -13 18 -15 25 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010624837109778911 0.0075979764811481025 0.010080709631961768 -0.0040380387251508863 8.5297612797671144e-06 0.01360278287174199 0.0073168627340605601 -0.0085502518266921575 0.014344020509135698 -0.0018024985786739265 -0.0018731092993971518 0.0083291141628012971 0.00082717524184913618 0.002855929439044115 0.01325377486732638 0.0083253744210438317 -0.00026328281415135879 0.003156985906514231 0.0030881854134367477 -0.0016512467311843141 -0.0062981371569087062 0.011872001865203327 0.0052922855060577815 -0.00057939794107700034 -0.0026181134836719376 -0.010061959317663445 0.014181621437926971 0.0034696459312190567 -0.0045494330757008348 0.015503520262163563 0.0086057630601775875 leaf_weight=30503.267816696316 266.89791652560234 1539.6760056614876 648.81802747771144 373.85614904016256 22686.706083059311 437.31597580015659 4211.0608971640468 545.69503870606422 353.18569132685661 200.63675027340651 1067.8638706356287 932.13669127225876 1329.5437236577272 765.69715455174446 94.95062829554081 21.203936696052551 263.48020136356354 116.97171026468277 137.62490624189377 2104.6718893162906 1444.503526777029 820.67125001549721 78.013352066278458 917.51717241108418 6947.3445326946676 108.45504097640514 76.10171902179718 582.81648260354996 4086.4151210784912 64.095691740512848 leaf_count=514855 1260 6686 6271 2689 117461 1937 54582 2292 2801 1502 4701 6385 7970 3959 399 94 1227 560 1081 23791 6422 4095 487 8026 104456 468 385 6030 18043 265 internal_value=0 0.0124071 -0.00947549 -0.00351623 0.0135825 0.00508144 -0.0103213 0.0138722 -0.00155595 0.00275396 0.00690844 -0.000732146 0.00321871 0.0149913 0.00809114 0.0108687 0.00539179 0.00754965 0.00243314 -0.00576558 0.0109478 0.00561213 0.00478257 -0.00185769 -0.0105204 0.0114479 0.00800584 -0.00351292 0.0152746 0.0137409 internal_weight=0 36152.5 47574.7 5913 31154 4998.53 41661.7 28148.6 3159.51 2198.18 2800.34 2223.51 1997.55 5461.9 1464.34 3005.38 530.378 1260.94 1467.17 2753.49 2984.18 1336 898.685 1291.37 37450.6 203.406 1143.97 936.002 4696.21 609.791 internal_count=911180 181294 729886 55993 155222 26072 673893 142020 25931 13040 13032 17100 11538 24559 6513 13202 2487 5646 9051 30062 13108 6519 4582 10715 619311 867 5086 8831 20600 2557 is_linear=0 shrinkage=0.01 Tree=137 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 9 10 10 10 10 9 4 10 9 9 4 4 2 1 9 2 0 9 9 1 9 0 10 3 9 split_gain=97001.3 3108.03 2399.54 320.711 250.333 248.777 178.015 176.024 148.371 105.149 103.005 56.578 55.2244 52.4596 50.2862 45.3153 40.5277 40.0596 38.6689 33.2088 33.1065 45.2327 31.1765 42.2038 28.1468 30.4197 27.8825 27.6578 26.735 33.0629 threshold=0.094556797295808764 0.8784809708595277 0.0013712961226701001 5.6250000000000009 0.99473056197166454 5.5050000000000008 0.51461192965507518 0.0089773964136838514 0.00014260681928130004 0.0070173616986721008 2.6250000000000004 2.5000000000000004 0.99989646673202526 5.5250000000000012 5.3550000000000013 1.5000000000000002 1.5000000000000002 0.96784532671629464 0.75110619469026563 9.0500000000000025 1.0000000180025095e-35 1.0000000180025095e-35 7.0450000000000008 3.3550000000000004 0.62470657276995312 6.1150000000000011 1.0000000180025095e-35 0.049213243648409809 29.500000000000004 1.5450000000000002 decision_type=2 2 2 8 2 8 2 2 2 2 10 10 2 8 8 10 10 2 2 10 2 2 10 10 2 10 2 2 8 10 left_child=2 5 8 7 14 6 11 -4 -1 -5 -6 20 -12 -10 -3 28 -8 27 19 -7 21 -2 23 -14 -16 -26 -20 -11 29 -9 right_child=1 4 3 9 10 18 16 15 13 17 12 -13 22 -15 24 -17 -18 -19 26 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.010510547070821026 0.0083292429761274728 0.0096579802826256816 -0.0067632988086573191 -0.0023987898493360669 0.013341366449563572 0.0090352205578275776 0.0071958759389520012 0.0083198889315900491 -0.0090722182666099112 0.0014430552204924842 0.013119126048052354 -0.0036665674580143521 0.014539033578805984 -0.0062368332725883241 0.013137870565810193 -0.0049862324448306993 0.0033377676047938328 0.010083446673153052 0.0003322296397983158 0.015941186609376361 0.0016790700533781705 0.001980674115985708 0.013531580080441395 0.016084030814096074 0.01192676990839288 0.0054610887435298855 0.0099127959390179921 0.0062053650872481003 -0.001072434011856597 -0.0040054158292111173 leaf_weight=37112.625928085297 198.37008008360863 1720.0155851244926 2169.9772933386266 503.65741313993931 17410.947443410754 1042.4125148877501 1206.3052080124617 22.515884324908257 3373.0387761071324 458.90711231529713 2050.2331987023354 168.25811418145895 4098.8175026625395 809.04370566830039 956.86479757726192 724.57813846319914 351.63941226899624 83.494299970567226 84.585048399865627 74.61543045938015 1571.3261058777571 258.44134142994881 1315.7886424958706 3109.2569325566292 214.06681130826473 110.23762887716293 47.400233551859856 166.08568253368139 1116.1362448334694 652.07552844285965 leaf_count=619311 903 7350 25140 4406 93241 5064 5306 108 45138 3154 8902 1325 19304 9444 4316 7337 1726 508 383 351 9604 1196 7200 13373 1056 480 214 912 8843 5585 internal_value=0 0.012339 -0.00945719 -0.00349034 0.0135198 0.00502574 0.00373959 -0.00467647 -0.0103093 0.00109442 0.0138142 0.00190567 0.0145927 -0.0085237 0.0107751 -0.00287615 0.00632507 0.00357771 0.0088917 0.00949653 0.00236795 0.00473754 0.0149471 0.0152055 0.012275 0.00972895 0.00377292 0.00270859 -0.00202235 -0.00359403 internal_weight=0 35989.6 47192.1 5897.43 30986.2 5003.35 3754.34 4685.28 41294.7 1212.14 27985 2196.4 10574.1 4182.08 3001.18 2515.31 1557.94 708.487 1249.01 1117.03 2028.14 456.811 8523.86 7208.07 1281.17 324.304 131.985 624.993 1790.73 674.591 internal_count=911180 181294 729886 55993 155222 26072 20060 47013 673893 8980 142020 13028 48779 54582 13202 21873 7032 4574 6012 5415 11703 2099 39877 32677 5852 1536 597 4066 14536 5693 is_linear=0 shrinkage=0.01 Tree=138 num_leaves=31 num_cat=0 split_feature=0 2 4 1 3 2 1 4 1 1 4 1 7 2 1 4 4 1 1 4 3 2 4 1 1 4 1 1 3 2 split_gain=5849 4020.38 1992.66 898.683 829.498 506.976 1072.91 488.674 409.172 891.841 373.519 289.391 282.4 206.957 752.622 420.666 348.506 201.866 421.659 201.646 168.331 130.141 168.833 128.706 157.582 125.472 116.953 116.701 115.948 114.548 threshold=1.0000000180025095e-35 0.25108695652173912 2.5000000000000004 0.012270400481782552 26.500000000000004 0.51234756097560985 0.50144508670520238 1.5000000000000002 0.75110619469026563 0.98936170212765973 1.5000000000000002 0.49844720496894418 1.0000000180025095e-35 0.92342186961021067 0.091372912801484213 1.5000000000000002 1.5000000000000002 0.66751700680272119 0.66522988505747138 1.5000000000000002 24.500000000000004 0.46697819314641748 2.5000000000000004 0.50144508670520238 0.98936170212765973 2.5000000000000004 0.49844720496894418 0.72245564892623726 29.500000000000004 0.90943267259056748 decision_type=2 2 10 2 8 2 2 10 2 2 10 2 2 2 2 10 8 2 2 8 8 2 10 2 2 10 2 2 8 2 left_child=1 8 3 20 12 6 7 -5 28 25 11 -6 21 14 16 -16 -7 18 -8 -20 -3 22 27 -13 -25 -10 -9 -2 -1 -18 right_child=4 2 -4 5 10 13 17 26 9 -11 -12 23 -14 -15 15 -17 29 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.0034289392004454569 -0.0041283041217025822 -0.0014665182224574901 -0.0072464168608797098 2.309277032617737e-05 0.0045481763066636954 -0.0045195374650744595 -0.003003929978211653 -0.0073207458930489248 -0.001934162262229209 0.0057527948673795227 0.0022687801725225281 0.0082489841619188316 0.012751166158836218 -0.0061190815246591115 -0.0023690309209643758 -0.0054796061464320945 0.011976383263780747 -0.0058272833082362264 -0.00069647267129503037 0.006262075628936479 0.0047149130958427255 0.0022228732387455682 0.0065291673662449213 0.0021897717126927226 0.0074099066683621442 -0.0095173901330779694 0.0071419589267103243 0.0022448311634014292 0.0073054851884822771 -0.0034608044091479933 leaf_weight=981.6257528886199 1673.2997487485409 543.96821549907327 8231.5836411640048 2140.3150836452842 7695.4177986085415 205.36027611419559 7067.0413924157619 57.434315357357264 1720.0619536340237 3019.9878906533122 3472.1398703120649 4939.0784874968231 160.93973897397518 2103.8932978622615 16628.36893023178 5886.8507100455463 539.0265887118876 1572.8191232904792 884.0749780125916 787.28792215883732 2316.9656614996493 974.34117355570197 203.17672224342823 925.32420621812344 1541.9066118150949 249.89085729047656 2110.7378931045532 346.88411217927933 3605.614020023495 52.773280169814825 leaf_count=7825 20596 6519 136552 21956 55880 2731 91654 947 20571 19018 30037 30822 953 33663 207332 88565 3436 22132 9724 6240 17405 8608 1432 8236 10123 4107 16138 2978 24250 750 internal_value=0 -0.00162594 -0.00273974 -0.00187494 0.00439927 -0.00226186 -0.000778132 0.00341274 0.00432015 0.00233834 0.00522625 0.00590622 -0.000174062 -0.00311532 -0.00284424 -0.00318232 0.00670482 -0.00252927 -0.00193566 0.00258132 0.0035396 -0.000824587 -0.00216007 0.00731728 0.00545212 -0.0028961 0.00675885 -0.00303398 0.00647594 0.0105998 internal_weight=0 60705.7 51128.5 42896.9 21932.5 40036 14619.7 4308.49 9577.18 4989.94 18573.9 15101.7 3358.64 25416.3 23312.4 22515.2 797.16 10311.2 8738.4 1671.36 2860.93 3197.7 2223.36 7406.31 2467.23 1969.95 2168.17 2020.18 4587.24 591.8 internal_count=911180 741515 665744 529192 169665 505268 168791 39041 75771 43696 135098 105061 34567 336477 302814 295897 6917 129750 107618 15964 23924 33614 25006 49181 18359 24678 17085 23574 32075 4186 is_linear=0 shrinkage=0.01 Tree=139 num_leaves=31 num_cat=0 split_feature=5 2 2 2 2 4 2 5 4 5 3 2 2 4 5 2 2 4 4 2 2 4 4 7 5 4 3 5 3 2 split_gain=12106 1537.33 1326.66 904.077 1016.42 847 700.658 633.129 405.821 399.857 377.664 248.419 236.201 214.965 201.328 227.814 200.48 253.653 188.111 184.125 195.307 174.87 207.977 167.542 154.694 149.385 141.244 136.041 134.579 138.674 threshold=3.5000000000000004 1.0000000180025095e-35 0.50155279503105599 0.49341991341991348 0.33477011494252878 1.5000000000000002 0.90501253132832093 1.5000000000000002 3.5000000000000004 28.500000000000004 27.500000000000004 0.76506899055918665 0.90943267259056748 5.5000000000000009 4.5000000000000009 0.72792207792207797 0.65465367965367982 1.5000000000000002 2.5000000000000004 0.98089094449853953 0.92890109890109895 2.5000000000000004 5.5000000000000009 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 26.500000000000004 1.0000000180025095e-35 20.500000000000004 0.99040761869709237 decision_type=2 2 2 2 2 10 2 2 10 2 8 2 2 10 2 2 2 8 10 2 2 10 10 2 2 10 10 2 8 2 left_child=2 -2 3 4 7 19 8 10 11 13 23 16 -8 14 15 -7 17 -4 -5 20 -3 -12 -23 -1 -18 -11 -9 -6 -14 -30 right_child=1 5 6 18 27 9 12 26 -10 25 21 -13 28 -15 -16 -17 24 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0014101145554957512 0.0042023455962298959 -0.0035148540937609573 0.0010620149294108987 0.0075839762411527272 4.5991311183049991e-05 -0.0062270966597529048 0.010386186641648034 -0.0055767315161865602 -0.0069998166114505758 -0.0068396824194664509 0.0061173240110821946 -0.0029040944213908114 -0.0012115716905789745 0.0046468550263183339 -0.0058368179724174532 0.0059674752643607259 0.0032390729680310633 -0.0043286940721826775 -0.003968487445430287 0.00069505546770913637 -0.0072845812437863765 -0.0020178173530599666 0.0084278398276528832 0.012705055487014689 -0.0026316165820766176 -0.0095235482004410055 0.0006395173873171196 -0.0040857398972060591 -0.0015032713096242661 0.0050491262522279227 leaf_weight=2895.8477540910244 1991.0713886171579 18640.349286518991 2860.8204914554954 8204.5238623097539 2607.9961847998202 286.58519621565938 578.17953885346651 491.30199672281742 842.74773224443197 4222.6366784088314 12774.2225600034 2047.1017199531198 518.52861605584621 240.47164939716458 4142.9928102567792 329.13877299427986 3683.0678840950131 1256.12164459005 143.41383938491344 957.69375304877758 1483.7514847666025 573.21759698912501 285.56745921075344 137.56652794778347 511.13427666947246 4075.5104762762785 1427.7525357827544 1147.5559760741889 365.49730240553617 2777.4573763124645 leaf_count=24115 14413 252117 26953 53457 27072 4160 3836 6949 12100 71631 86539 24462 5642 2120 63869 2493 31304 16180 1754 10172 25364 5566 1752 825 6091 78760 13924 14553 3952 19055 internal_value=0 -0.00434074 0.00337476 0.00457766 0.00352848 -0.00483551 0.000983933 0.0044873 -0.000326629 -0.00681187 0.0051136 0.000216302 0.00444638 -0.00457773 -0.00504387 0.000291582 0.00098488 -0.000582746 0.00738551 -0.00358892 -0.0037928 0.00582367 0.00145562 0.00192234 0.00252363 -0.00815782 -0.00095192 -0.00121651 0.00350843 0.00428714 internal_weight=0 36370.2 46129.6 30689 22341 34379.1 15440.7 18585.5 11201 13297.3 16666.4 10358.2 4239.66 4999.19 4758.72 615.724 8311.14 4116.94 8347.94 21081.8 20124.1 13633 858.785 3033.41 4194.2 8298.15 1919.05 3755.55 3661.48 3142.95 internal_count=911180 525099 386081 236506 181295 510686 149575 139670 117090 223033 118797 104990 32485 72642 70522 6653 80528 43133 55211 287653 277481 93857 7318 24940 37395 150391 20873 41625 28649 23007 is_linear=0 shrinkage=0.01 Tree=140 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 9 10 10 10 9 10 9 4 9 4 4 2 10 10 9 2 9 9 10 9 9 3 9 2 2 split_gain=95150.1 3098.69 2394.5 315.881 305.229 174.909 173.992 149.427 146.163 112.602 102.999 83.5902 53.6147 52.7034 49.2922 43.0534 38.8863 38.3665 32.7681 30.5367 30.1337 30.0709 40.3909 26.9267 26.0755 34.191 25.6908 32.2281 24.6357 23.3455 threshold=0.094556797295808764 0.94052824378013633 0.0013712961226701001 5.6250000000000009 0.51461192965507518 5.5050000000000008 0.0089773964136838514 0.00014260681928130004 0.99766892194747936 2.6250000000000004 0.0070173616986721008 8.2700000000000014 2.5000000000000004 5.5250000000000012 1.5000000000000002 1.5000000000000002 0.96784532671629464 0.78322452306747448 0.99989646673202526 5.3550000000000013 1.0000000180025095e-35 7.0450000000000008 3.3550000000000004 0.049213243648409809 5.4250000000000007 3.8350000000000004 29.500000000000004 1.5450000000000002 0.16749174917491746 0.37341365461847392 decision_type=2 2 2 8 2 8 2 2 2 10 2 8 10 8 10 10 2 2 2 8 2 10 10 2 10 10 8 10 2 2 left_child=2 4 7 6 5 12 -4 -1 19 -10 -5 14 20 -9 17 26 23 -6 -11 -3 -2 22 -20 -12 25 -16 27 -8 -27 -21 right_child=1 8 3 10 11 -7 15 13 9 18 16 -13 -14 -15 24 -17 -18 -19 21 29 -22 -23 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=-0.010498686137456296 0.0045731968521739996 0.010459718093226107 -0.0067303633020201117 -0.0023782671974661852 0.0064982501361982442 0.0077448896195084103 0.0081695877364253346 -0.0090481388424247366 0.013281668176062956 0.013305422049929112 0.0014339634153470982 0.011845188530665867 -0.0035794221853498527 -0.0061949863459796256 0.0072159758067427346 -0.0049240132201394272 0.0099379715131998388 0.0094063286891853965 0.014464139452295629 0.011034135054995198 0.0016597164508892685 0.013465375244338993 0.015980225797263582 0.0061338388953657216 0.007730477634542131 0.0081899340383157077 -0.0010965853977618291 -0.0039785979735582882 0.00027397717755594787 0.01366648620216418 leaf_weight=36608.332598011941 458.63535313308239 1547.3407995849848 2155.9404119439423 502.1409417539835 898.07959152758121 658.80286714434624 22.597203925251961 3342.6212274469435 16962.140520021319 1601.7934820502996 458.33869835734367 438.97642284631729 166.82256805151701 802.94448276236653 159.32912668585777 718.59026132524014 83.819357648491859 916.79224875569344 4067.3531409502029 600.69740116596222 1571.0328098535538 1298.9239330589771 3093.9789838343859 166.07061045616865 208.2337566614151 46.457803621888161 1117.0879150927067 649.93137399852276 255.70701442658901 767.22025571763515 leaf_count=619311 2099 6684 25140 4406 3998 3341 108 45138 91879 7041 3154 2017 1325 9444 676 7337 508 3906 19304 2895 9604 7200 13373 912 962 200 8843 5585 1320 3470 internal_value=0 0.0122553 -0.00943455 -0.00346584 0.00555117 0.00322563 -0.00464711 -0.0102949 0.0135493 0.0137788 0.00108616 0.00782239 0.00187015 -0.00849552 0.00711165 -0.00285644 0.00354248 0.00796728 0.0146169 0.011422 0.00231806 0.0148652 0.0151191 0.00268396 0.004793 0.00346756 -0.00202624 -0.00357041 0.00149105 0.0125105 internal_weight=0 35718.3 46628.4 5874.52 5778.87 2855.29 4664.15 40753.9 29939.4 27024.2 1210.37 2923.58 2196.49 4145.57 2484.6 2508.21 708.229 1814.87 10062 2915.26 2029.67 8460.26 7161.33 624.409 669.728 461.494 1789.62 672.529 302.165 1367.92 internal_count=911180 181294 729886 55993 29448 16369 47013 673893 151846 138797 8980 13079 13028 54582 11062 21873 4574 7904 46918 13049 11703 39877 32677 4066 3158 2196 14536 5693 1520 6365 is_linear=0 shrinkage=0.01 Tree=141 num_leaves=31 num_cat=0 split_feature=2 1 1 1 4 4 1 1 4 2 1 4 4 3 2 3 4 2 2 4 4 3 3 4 7 2 1 1 4 4 split_gain=4202.59 2329.81 2859.21 1340.05 926.505 501.205 338.221 853.404 294.476 293.647 588.375 412.862 311.758 287.158 333.794 248.563 226.389 182.246 340.742 171.094 223.254 156.513 139.581 129.057 132.892 128.947 114.247 403.221 138.715 111.139 threshold=0.50155279503105599 0.50144508670520238 0.74891304347826104 0.012270400481782552 2.5000000000000004 2.5000000000000004 0.96213569039656011 0.75110619469026563 2.5000000000000004 0.92342186961021067 0.091372912801484213 1.5000000000000002 1.5000000000000002 27.500000000000004 0.4663841807909605 20.500000000000004 1.5000000000000002 0.67403517342452379 0.66349106014087067 2.5000000000000004 5.5000000000000009 22.500000000000004 29.500000000000004 2.5000000000000004 1.0000000180025095e-35 0.90943267259056748 0.66751700680272119 0.66522988505747138 1.5000000000000002 3.5000000000000004 decision_type=2 2 2 2 10 10 2 2 10 2 2 10 8 8 2 8 10 2 2 10 10 8 8 10 2 2 2 2 8 10 left_child=1 13 5 8 9 15 7 16 21 10 12 17 -5 14 23 -3 22 18 -12 -15 -21 -2 -4 24 -1 -14 27 -17 -29 -6 right_child=3 2 6 4 29 -7 -8 -9 -10 -11 11 -13 25 19 -16 26 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0021071962248246281 -0.0010215450280985435 -0.0054020004685593091 0.0015236628431020091 -0.0037255797952077084 -0.0048520074817322715 -0.0074256330295227827 0.005888770675404712 -0.0022712698796609429 -0.0049695291097040578 -0.0058758858650226758 -0.0016178025534293874 -0.0044768826650003514 0.011661509119057247 0.0055269737379371672 0.0053838267301624648 -0.002133381770420406 0.00037022376200497809 -0.0026626992410132082 0.0027843669366617702 -0.0022780627824352108 0.0075440145682738914 0.0045318576605936443 0.009009696223238441 0.0070349914068660374 0.012646009084180379 -0.00407058573656199 -0.0040397691154246407 0.00079641501400398447 0.0065892447021303627 -0.0077254498551075669 leaf_weight=1672.7765186168253 599.27174165844917 1931.3570717386901 294.23943063244224 224.09409872069955 2093.5810178369284 2107.4613401778042 5161.1454285755754 2243.6692489497364 437.47484952956438 2163.8452766276896 8344.751276858151 6543.9344069771469 533.53359524160624 14886.542876359075 1687.9699827693403 6559.2638029307127 511.11476150155067 8410.6784079894423 2227.6876867935061 642.11313626170158 361.81074338406324 3313.8055911920965 1622.501517675817 193.80725042521954 63.368839710950851 57.738113209605217 1472.0295340642333 932.71144203841686 742.40025116875768 3769.8025621026754 leaf_count=17943 6926 28665 2721 2925 32379 34235 34143 27398 5591 34708 100724 95732 3488 107655 14034 81852 4698 106838 20161 7402 2389 24632 10619 1305 383 826 19245 9362 5714 66487 internal_value=0 0.00212218 6.98962e-06 -0.00241738 -0.00307926 -0.00293832 0.00412427 0.00217484 0.00281147 -0.00233463 -0.00204374 -0.00231084 0.00631851 0.0046786 0.00213594 -0.00212572 0.00628365 -0.00156416 -0.000690234 0.00525751 0.00126178 0.00368138 0.00786051 -0.000704718 -0.00156871 0.0101253 -0.00147381 -0.0010151 0.00336377 -0.00669946 internal_weight=0 43086.3 23577.9 38720.2 34369.6 13745.2 9832.67 4671.52 4350.55 28506.3 26342.4 25527.1 815.366 19508.4 3617.92 11637.8 2427.86 18983.1 10572.4 15890.5 1003.92 3913.08 1916.74 1929.95 1736.15 591.272 9706.41 8234.38 1675.11 5863.38 internal_count=911180 409763 258652 501417 464268 179073 79579 45436 37149 365402 330694 323455 7239 151111 33665 144838 18038 227723 120885 117446 9791 31558 13340 19631 18326 4314 116173 96928 15076 98866 is_linear=0 shrinkage=0.01 Tree=142 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 4 10 4 10 10 4 4 5 5 5 10 4 3 4 5 10 10 0 5 10 3 3 split_gain=93631 3094.45 2392.49 299.382 250.662 150.682 149.881 86.4439 50.0613 45.7868 44.9382 43.3256 33.0463 26.7253 25.0526 24.1535 20.2934 20.24 18.7476 16.8798 16.5243 15.1636 14.8503 14.4749 14.0455 11.5761 12.3264 11.6382 11.0312 10.8989 threshold=0.094556797295808764 0.94052824378013633 0.0013712961226701001 0.51461192965507518 0.0089773964136838514 0.00014260681928130004 0.99766892194747936 5.5000000000000009 2.5000000000000004 0.036334333941340412 2.5000000000000004 0.78322452306747448 0.2688089013099671 2.5000000000000004 1.5000000000000002 97.500000000000014 107.50000000000001 455.50000000000006 9.6955882327165472e-06 1.5000000000000002 16.500000000000004 5.5000000000000009 101.50000000000001 0.97252115607261669 0.0043998162727802515 1.0000000180025095e-35 7.5000000000000009 0.78322452306747448 27.500000000000004 23.500000000000004 decision_type=2 2 2 2 2 2 2 2 8 2 10 2 2 10 10 2 2 2 2 10 10 10 2 2 2 2 2 2 10 10 left_child=2 3 5 10 19 18 17 -8 11 13 12 -5 -2 16 -11 -14 -6 23 -1 24 -13 -9 -22 29 -4 27 -27 -10 -19 -3 right_child=1 6 4 8 9 -7 7 21 25 14 -12 20 15 -15 -16 -17 -18 28 -20 -21 22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.010596917625847151 0.0025605131449994616 0.013174708173318124 -0.0057917003760677632 0.0068486799604604385 -0.0017060321832089442 -0.0084684397433374553 0.013439620341687719 0.015031108381700074 -0.00010061841401407865 0.00078929837096738888 -0.00084169968710165618 0.014156535784555143 0.0052888776661180184 -0.005900691709418442 -0.0022663355504009232 0.00035480814402308764 -0.0052307626527290443 0.012750263910570938 -0.010012354262137662 -0.0068733304954853884 0.0094595996360412188 0.01300991658630745 0.0054034797804687227 0.011823063548831999 -0.003995244502649817 0.0054796932350835775 0.017515334729070405 0.0046892187515690572 -0.0030468095805257396 0.0097315841467596961 leaf_weight=29465.934202518314 1437.0603614300489 106.97385078668594 1222.522937387228 1291.2371558248997 1440.8239160999656 4113.8894005529583 21616.213925734162 4804.3454029709101 94.660240337252617 931.8147037923336 252.64888708293438 69.531323358416557 1057.2834542170167 209.47976136207581 376.82723692059517 109.48729619383812 184.23019310832024 6.2672287374734887 6741.5631034225225 814.18470976129174 1188.4195826053619 402.25949203968048 97.683418586850166 2124.3466556221247 675.79768235236406 61.403605908155441 9.8783131539821607 109.30030229687691 15.001467972993851 653.91242943704128 leaf_count=514855 8581 458 13141 5838 11965 54582 115044 21581 496 6385 1848 301 5211 2282 3245 729 2054 27 104456 10263 5167 2172 456 9625 6658 268 45 508 65 2874 internal_value=0 0.012183 -0.00941459 0.00548707 -0.00344161 -0.010282 0.0134845 0.0137182 0.00773751 -0.0015196 0.00318492 0.00815959 0.00357562 -0.00253897 -9.05803e-05 0.00482588 -0.00210563 0.0113275 -0.0104881 -0.00566879 0.00940824 0.014875 0.00915153 0.0113992 -0.00515217 0.00367859 0.0071476 0.0024662 0.0016081 0.0102157 internal_weight=0 35507.9 46177.1 5778.59 5855.68 40321.4 29729.3 26822.8 2922.11 3143.18 2856.48 2646.87 2603.83 1834.53 1308.64 1166.77 1625.05 2906.5 36207.5 2712.51 1355.63 5206.6 1286.1 2885.23 1898.32 275.242 71.2819 203.961 21.2687 760.886 internal_count=911180 181294 729886 29448 55993 673893 151846 138797 13079 25931 16369 11762 14521 16301 9630 5940 14019 13049 619311 30062 5924 23753 5623 12957 19799 1317 313 1004 92 3332 is_linear=0 shrinkage=0.01 Tree=143 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 9 10 10 10 9 10 9 9 10 10 9 9 1 1 9 0 9 9 10 1 9 1 9 10 0 split_gain=92339.2 3093.96 2393.94 311.955 293.668 171.728 170.439 153.732 152.136 102.386 99.8042 84.0716 53.3503 46.4442 34.5417 33.9687 31.308 29.3651 27.7728 36.0312 33.2326 27.6849 37.234 27.5005 25.5722 25.9273 20.8696 20.8513 19.0428 19.0238 threshold=0.094556797295808764 0.94052824378013633 0.0013712961226701001 5.6250000000000009 0.51461192965507518 5.5050000000000008 0.0089773964136838514 0.99766892194747936 0.00014260681928130004 2.6250000000000004 0.0070173616986721008 8.2700000000000014 5.5250000000000012 0.78322452306747448 0.99989646673202526 4.205000000000001 5.3550000000000013 0.80070921985815613 1.0000000180025095e-35 2.9750000000000005 1.0000000180025095e-35 7.0450000000000008 3.3550000000000004 0.049213243648409809 0.62532051282051293 5.6050000000000013 0.15018796992481201 9.0500000000000025 9.6955882327165472e-06 1.0000000180025095e-35 decision_type=2 2 2 8 2 8 2 2 2 10 2 8 8 2 2 10 8 2 2 10 2 10 10 2 2 10 2 10 2 2 left_child=2 4 8 6 5 18 -4 16 28 -9 -5 13 -10 -6 -11 29 -3 27 20 -20 -2 22 -16 -12 -18 -26 -15 -7 -1 -8 right_child=1 7 3 10 11 17 15 9 12 14 23 -13 -14 26 21 -17 24 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.010588641550409679 0.0062045946932624517 0.010264311446189958 -0.0066715153385091533 -0.002312356613186115 0.0055516861526011029 0.0077692698254348625 -0.0023861730233450842 0.013185603614136166 -0.009002637896314834 0.013115653455183285 0.002335232790362996 0.011708113899551462 -0.0061134304469667783 0.01016492504874676 0.014334230992620744 -0.0038489859900070968 0.013187202655586575 0.00098062341481342571 0.003934927673358497 0.0003587170802136184 0.0013471527906147695 0.013368744480317659 0.015796748471908779 0.0067877370588308571 0.012538505371043869 0.0072310613830759828 0.0074108271266173876 0.014895459550997749 -0.00999695185385183 0.00046691192138945787 leaf_weight=29195.430445741862 275.66058987379074 1541.5251909941435 2133.8829047493637 499.2142961807549 1217.6358361244202 554.51057814061642 750.91448053717613 16702.199672937393 3292.6791334114969 1590.2208422571421 518.5356315150857 435.88519731163979 793.04702522978187 403.11870738863945 4019.3573349714279 1409.2708730325103 987.65366980433464 60.390967018902302 361.64239531755447 1274.9646137356758 287.99984024465084 1278.172689422965 3070.6203836202621 189.38022595643997 200.92754462361336 169.84625270962715 866.67308171093464 44.343443766236305 6684.7154093123972 339.30736900866032 leaf_count=514855 1268 6684 25140 4406 5572 2849 5656 91879 45138 7041 3545 2017 9444 1677 19304 14316 4552 271 1578 8839 1343 7200 13373 1029 1055 758 3813 221 104456 1901 internal_value=0 0.0121176 -0.00939628 -0.00341612 0.00542821 0.0031497 -0.00459576 0.0134263 -0.0102702 0.0136641 0.00111173 0.00765698 -0.00844184 0.00694708 0.0144667 -0.00282363 0.0112397 0.00762672 0.00180829 0.00114896 0.00372271 0.0147234 0.0149676 0.00352636 0.0123465 0.0101072 0.00828517 0.00829694 -0.0104784 -0.00149821 internal_weight=0 35343.3 45806.4 5840.51 5782.83 2859.51 4633.38 29560.5 39965.9 26660.6 1207.13 2923.31 4085.73 2487.43 9958.37 2499.49 2899.95 659.245 2200.27 1636.61 563.66 8368.15 7089.98 707.916 1358.43 370.774 1269.79 598.854 35880.1 1090.22 internal_count=911180 181294 729886 55993 29448 16369 47013 151846 673893 138797 8980 13079 54582 11062 46918 21873 13049 3341 13028 10417 2611 39877 32677 4574 6365 1813 5490 3070 619311 7557 is_linear=0 shrinkage=0.01 Tree=144 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 10 10 10 10 9 4 9 4 4 10 5 10 9 5 9 10 3 5 5 5 10 1 9 9 split_gain=91069.8 2837.77 2628.63 337.016 235.305 220.967 189.527 157.543 153.555 115.793 96.8178 58.722 53.4164 49.5616 48.8693 35.1784 34.3381 34.2127 34.1639 33.7382 31.335 30.2315 27.924 27.4214 26.9974 26.4975 26.4761 26.0875 25.9619 25.4069 threshold=0.13270235061645502 0.0013712961226701001 0.94052824378013633 5.6250000000000009 5.5050000000000008 0.011652591172605703 0.65440738201141369 0.99766892194747936 0.00014260681928130004 0.0070173616986721008 2.6250000000000004 2.5000000000000004 5.5250000000000012 1.5000000000000002 2.5000000000000004 0.99989646673202526 22.500000000000004 0.049213243648409809 9.0500000000000025 438.50000000000006 5.3550000000000013 0.78322452306747448 29.500000000000004 23.500000000000004 4.5000000000000009 455.50000000000006 0.3781151175498963 0.62532051282051293 5.535000000000001 5.6050000000000013 decision_type=2 2 2 8 8 2 2 2 2 2 10 10 8 10 10 2 2 2 10 2 8 2 8 2 2 2 2 2 10 10 left_child=1 8 4 5 6 -3 11 20 -1 -5 -9 26 -10 16 23 -12 22 -11 19 21 -4 28 -7 -8 -17 27 -2 -22 -6 -29 right_child=2 3 7 9 18 13 14 10 12 17 15 -13 -14 -15 -16 24 -18 -19 -20 -21 25 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.010468795961687189 0.0021451832957783469 -0.0063942305261110097 0.010176851163896586 -0.0022927141069181661 0.0096209311752835699 -0.0024602280147337503 0.0082015698490767903 0.013143304255869154 -0.0089793190685053745 0.0023091143314320365 0.013027116740212057 -0.0030089152426891301 -0.0060807867270788584 -0.004396255256575954 0.00031902573230640455 0.014268449139764872 -0.0038979390657487333 0.0066148599549578791 0.015568317976947932 -0.0059989583899525923 0.013245481672184076 0.011197728680843805 0.00043121559082366819 0.0044900172826980635 0.015496887132095089 -0.0032118886747908044 0.0043706884780906072 0.012538475910067881 0.0061447946832335707 0.0072668818881160445 leaf_weight=35555.578594971448 1232.3123576641083 2407.2487384714186 1539.2368770390749 498.46013832464814 449.51330687850714 519.64647424966097 1241.6220214515924 16588.960912019014 3268.3398781903088 519.15367329865694 1585.0442142039537 168.98355109244585 789.3499202132225 727.8919777944684 98.125472173094749 5721.949662566185 403.78449039161205 286.31420201808214 80.853692039847374 15.08374661952257 974.87334607541561 433.38662432134151 934.91316670179367 237.06395857036114 2602.8132432550192 10.97599548101425 944.09951031208038 199.39012192189693 411.57326617091894 168.84564071893692 leaf_count=619311 7048 27968 6684 4406 1987 3920 5290 91879 45138 3545 7041 1230 9444 7250 471 28286 3955 1526 360 94 4509 1969 6579 1119 11591 48 4556 1053 2168 755 internal_value=0 -0.0092672 0.0121985 -0.0030317 0.00572513 -0.00421384 0.00447208 0.0133686 -0.0102585 0.00149539 0.0136105 0.00266968 -0.00841546 -0.00218434 0.00715303 0.0143926 -0.00131796 0.00383965 0.00925984 0.00887035 0.0111529 0.00904361 -0.000601763 0.00760653 0.0146525 0.0122625 0.00311058 0.0123889 0.00795944 0.0101213 internal_weight=0 45910.7 34704.7 6297.41 5312.62 4993.48 3922.21 29392.1 39613.3 1303.93 26498.8 2345.4 4057.69 2586.24 1576.81 9909.81 1858.34 805.468 1390.41 1309.56 2893.32 1294.47 1454.56 1478.69 8324.76 1354.09 2176.41 1343.11 861.087 368.236 internal_count=911180 733042 178138 59149 26292 49672 19714 151846 673893 9477 138797 12834 54582 21704 6880 46918 14454 5071 6578 6218 13049 6124 10499 6409 39877 6365 11604 6317 4155 1808 is_linear=0 shrinkage=0.01 Tree=145 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 4 4 4 10 10 10 1 1 2 5 1 2 5 10 5 2 1 5 5 1 10 5 split_gain=89822.6 3087.73 2394.53 282.887 241.871 161.336 154.975 75.2282 48.5256 44.6429 43.3162 41.676 36.3732 31.608 26.3428 24.5538 23.501 23.4556 22.3399 20.6136 19.9159 19.6861 18.7817 16.8999 16.7093 15.7364 15.5566 15.2801 15.049 14.7606 threshold=0.094556797295808764 0.94052824378013633 0.0013712961226701001 0.51461192965507518 0.0089773964136838514 0.99766892194747936 0.00014260681928130004 5.5000000000000009 2.5000000000000004 1.5000000000000002 2.5000000000000004 0.78322452306747448 0.036334333941340412 0.2688089013099671 0.15018796992481201 0.13712060166532367 0.96352549889135264 97.500000000000014 0.90508365508365518 0.95030864197530873 455.50000000000006 9.6955882327165472e-06 198.50000000000003 1.0000000180025095e-35 0.13712060166532367 101.50000000000001 1.0000000180025095e-35 0.25092592592592594 0.98755538463592529 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 8 10 10 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 6 10 15 20 21 -7 11 12 13 -5 24 16 -10 -4 23 -15 -9 25 28 -1 -18 -2 -6 -13 -11 -12 -3 -25 right_child=1 5 4 8 9 7 -8 18 14 26 27 19 -14 17 -16 -17 22 -19 -20 -21 -22 -23 -24 29 -26 -27 -28 -29 -30 -31 leaf_value=-0.010572385616621629 0.0040317065752524979 0.010426003873820804 -0.003858832086648006 0.006636935586651219 -2.4984930736091449e-05 0.013294830419599151 -0.008389083565962888 0.014907766577342076 0.0078009752015824486 -0.0016725851177295495 0.0020852609409183548 0.0090495862859095132 0.0007925853818625643 0.0051424929034362176 0.001284805126260128 -0.0061090379565781339 0.0055036075166739916 0.00028796919468952596 0.01299675414167945 0.012605744251647287 0.0014394062219415717 -0.0099654861089435859 0.023149138351479279 0.0026657989742470034 -0.0025358963267720978 0.0048889727538849945 -0.0043553604425077951 -0.0029153266416459662 0.011875652791822389 0.0001996409107660675 leaf_weight=28664.128869656473 321.22033488750458 1455.5660040527582 635.99103196710348 1293.723450794816 374.06648778915405 21199.767949268222 4029.8869032897055 4426.752638682723 94.269904106855392 348.62838497012854 103.41138224303722 1102.7633798271418 930.77378775179386 1060.1404877901077 181.46873904764652 2041.5394364446402 141.02913193404675 109.84244592487812 709.80944015085697 152.82796710729599 21.325262099504471 6569.7242406196892 6.301576390862464 467.68900814652443 909.22612357884645 99.072308108210564 568.78178545832634 149.36903159320354 1409.632325977087 504.48792021721601 leaf_count=514855 1502 6448 6271 5838 2689 115044 54582 19898 415 2801 659 4824 6385 5211 902 23791 677 729 3855 638 92 104456 35 2619 8026 462 6030 1189 6509 3748 internal_value=0 0.0119903 -0.00936019 0.00531713 -0.00336782 0.0133119 -0.0102468 0.0135579 0.00750492 -0.00148099 0.00308301 0.00792059 -0.000712414 0.00346572 0.00351256 -0.00557455 0.00247416 0.00468673 0.0146437 0.0091465 0.0110675 -0.0104592 0.00625834 0.00204311 -0.00180399 0.00870661 -0.00333587 -0.000869608 0.0111392 0.00138605 internal_weight=0 35010.5 45072.7 5787.62 5809.01 29222.9 39263.7 26336.3 2924.13 3131.48 2863.49 2648.39 2214.07 2610.71 275.739 2677.53 1440.73 1169.98 5136.56 1354.66 2886.52 35233.9 147.331 1293.4 1283.29 1201.84 917.41 252.78 2865.2 972.177 internal_count=911180 181294 729886 29448 55993 151846 673893 138797 13079 25931 16369 11762 17100 14521 1317 30062 8581 5940 23753 5924 13049 619311 712 7869 10715 5286 8831 1848 12957 6367 is_linear=0 shrinkage=0.01 Tree=146 num_leaves=31 num_cat=0 split_feature=9 9 9 9 9 1 1 0 1 1 9 9 2 1 0 9 9 2 9 9 9 1 0 0 9 9 1 1 3 2 split_gain=33420.7 1724.23 1289.11 1235.68 1333.08 1002.43 436.218 364.389 374.511 305.52 296.384 542.394 331.914 405.077 294.703 259.477 239.876 221.209 182.066 181.632 306.249 351.288 164.273 150.512 144.122 230.737 136.85 126.731 140.497 121.413 threshold=3.2350000000000008 2.1250000000000004 3.8350000000000004 6.0750000000000011 9.0500000000000025 0.019324122479462254 0.77442071785552036 1.0000000180025095e-35 0.98936170212765973 0.63673020527859248 6.9850000000000012 7.0550000000000006 0.76506899055918665 0.25092592592592594 1.0000000180025095e-35 2.8250000000000006 8.7300000000000022 0.96178188899707895 7.6900000000000004 4.995000000000001 4.9850000000000012 0.25943732193732194 1.0000000180025095e-35 1.0000000180025095e-35 4.495000000000001 4.4750000000000005 0.59921259842519692 0.91759259259259263 19.500000000000004 0.59532897128316986 decision_type=10 10 10 10 10 2 2 2 2 2 10 8 2 2 2 10 10 2 10 10 10 2 2 2 10 10 2 2 8 2 left_child=1 22 23 5 6 14 9 8 19 10 26 -12 13 -13 -4 -3 -14 -6 -15 20 -7 -22 27 -2 25 -9 -5 29 -29 -1 right_child=2 15 3 4 17 7 -8 24 -10 -11 11 12 16 18 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.010665855959638256 -0.0012589111132898256 0.00683973975854442 0.00056555119676656145 -0.0035267293123702271 -0.008776263076157878 -0.0069086255457015567 0.006719952597824607 -0.0031059450702373708 0.0010583294878257162 -0.0073723246312685951 0.00959969335042502 0.01063813450650144 -0.0075086141279074826 -0.0062301673480038358 -0.0042971647437043958 0.0037695396682800759 0.012188946384439124 -0.000841520854772897 0.0037957290037927806 -0.0081905344630533311 0.0073958547806859979 -0.0092283696905791444 0.011402067074773798 0.0025569335914721624 -0.0050967500157914417 0.009692072689153286 0.0060492605805095561 -0.00020498169472739055 0.00821163341942612 0.0082226466890717928 leaf_weight=6335.5674799308181 3296.0632782094181 5520.1228284016252 2165.524358112365 1820.7856219857931 2591.2980177812278 9589.1698811165988 935.13136230036616 643.39727931469679 513.90855889394879 605.9250654168427 745.48742418736219 425.3181359693408 672.08342807739973 395.62430667504668 2936.1156960055232 5490.9391844049096 68.088163547217846 406.45878958329558 334.07487479969859 16993.67234062776 324.17234023287892 209.09924616664648 7892.9447226896882 1505.9815016388893 2631.3906163200736 180.36572877690196 162.56188501790166 253.17356427013874 915.59814170747995 2995.6899606585503 leaf_count=36564 34739 33141 19180 24732 50160 152450 6246 6431 4579 10416 5611 2440 11449 6738 30644 38577 335 5971 3426 305097 2707 3572 45297 10850 32667 1109 1278 1516 5267 17991 internal_value=0 0.00843843 -0.00498913 -0.00551084 -0.00223045 -0.00634147 0.000429309 -0.00701573 -0.0073986 -0.000695478 0.000179446 0.00237356 -0.000468897 0.00288121 -0.00223306 0.00530871 -0.00569664 -0.00770041 -0.00164006 -0.00755888 -0.00649844 0.000877389 0.0103121 -6.22143e-05 -0.00395403 -0.000303775 -0.00274185 0.00949268 0.00638847 0.00988149 internal_weight=0 29404 50151.7 45349.7 9162.84 36186.8 6165.08 31085.2 27630 5229.95 4624.02 2640.68 1895.19 1155.02 5101.64 11011.1 740.172 2997.76 729.699 27116.1 10122.4 533.272 18393 4802.04 3455.15 823.763 1983.35 10500 1168.77 9331.26 internal_count=911180 178353 732827 687238 128802 558436 72671 508612 468405 66425 56009 29999 24388 12604 49824 71718 11784 56131 10164 463826 158729 6279 106635 45589 40207 7540 26010 61338 6783 54555 is_linear=0 shrinkage=0.01 Tree=147 num_leaves=31 num_cat=0 split_feature=9 9 2 0 9 9 9 1 1 2 9 0 9 2 9 0 9 9 9 9 0 9 9 9 9 1 3 9 2 1 split_gain=32868.4 2115.85 1097.42 925.393 714.705 1006.05 910.661 443.166 343.917 447.617 375.895 343.089 328.579 298.491 237.645 187.594 181.399 185.645 284.232 179.966 174.49 164.222 158.938 206.804 144.629 122.241 137.78 122.491 139.239 121.17 threshold=3.3550000000000004 2.2250000000000005 1.0000000180025095e-35 1.0000000180025095e-35 6.2150000000000007 4.495000000000001 8.4800000000000022 0.019324122479462254 0.091372912801484213 0.92705099778270517 8.1200000000000028 1.0000000180025095e-35 2.8250000000000006 0.22271825396825398 5.3550000000000013 1.0000000180025095e-35 9.7700000000000014 8.7300000000000022 8.8850000000000016 4.205000000000001 1.0000000180025095e-35 3.7350000000000008 7.035000000000001 6.9850000000000012 4.4750000000000005 0.91759259259259263 19.500000000000004 2.2250000000000005 0.58637267904509294 0.05298245614035086 decision_type=10 10 2 2 10 10 10 2 2 2 10 2 10 2 10 2 10 10 10 10 2 10 10 10 10 2 8 8 2 2 left_child=1 20 3 14 5 11 8 -7 9 -6 13 21 -3 -10 -2 -9 17 -8 -19 -5 25 -4 23 -15 -13 27 -27 -1 -29 -30 right_child=2 12 4 19 6 7 16 15 10 -11 -12 24 -14 22 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31 leaf_value=0.0080123321695857799 0.00058911253123742127 0.0067056936016618076 -0.0016651908608122281 0.00076400390681061398 0.011909690522492558 -0.0017647299114374728 -0.0099405298933141605 -0.0077505941276163485 0.0093418448631082725 -0.002744391380247414 0.0078110361265716736 5.5868971679651455e-05 0.0033395398325091886 -0.0025624204499475594 0.006887944630535792 -0.0047270763153205919 -0.0089912065421847136 0.0094719367878417053 -0.0043908322596550847 -0.0050611238133808998 0.011304898375039571 -0.005250116081055349 -0.0062848654027396148 0.0097094504358355219 0.0096004475815423661 -0.00021016452410002509 0.0081079764260529544 0.011440355604737556 0.01191411347122294 0.0066433359247072893 leaf_weight=2888.1364360451698 1242.5829836428165 5094.1866136342287 1853.1193926632404 624.71923335641623 508.72610266879201 1425.7748305015266 393.1769020371139 23833.684970378876 196.54388168081641 353.13703409582376 402.29624263942242 1335.402405641973 6731.9200164936483 1297.6867164969444 1156.4095162674785 2245.4049788638949 1772.3433946594596 181.93128293007612 790.72407278046012 3511.7654874101281 8038.537196174264 4116.0638861171901 1114.6321823894978 153.57208907604218 180.18105877190828 253.73273948580027 925.31669888645411 4607.9993285685778 635.26559010148048 1391.6072129905224 leaf_count=16865 10887 30689 20433 4785 3442 13893 7640 418285 1251 4232 2938 11562 48625 17772 7093 28316 36112 1169 12976 40143 46351 58828 18942 964 1116 1520 5332 26775 3603 8641 internal_value=0 0.00810153 -0.00512857 -0.00131572 -0.0057197 -0.00630892 -0.00284224 -0.00719347 0.000305128 0.00590537 -0.00122001 -0.00305837 0.00478954 -0.00253521 0.0036254 -0.00749027 -0.00688062 -0.00414186 -0.00179786 -0.00418137 0.0101915 -0.00413718 -0.00344498 -0.00126381 0.00119058 0.00935526 0.0063179 0.00973132 0.0104796 0.00829531 internal_weight=0 30566.7 48689.9 6535.48 42154.4 34989.6 7164.77 27504.9 4026.59 861.863 3164.73 7484.77 11826.1 2762.43 2398.99 26079.1 3138.18 1365.83 972.655 4136.48 18740.6 5969.18 2565.89 1451.26 1515.58 10702.1 1179.05 9523.01 6634.87 2026.87 internal_count=911180 188401 722779 62908 659871 552433 107438 460494 49541 7674 41867 91939 79314 38929 17980 446601 57897 21785 14145 44928 109087 79261 37678 18736 12678 62736 6852 55884 39019 12244 is_linear=0 shrinkage=0.01 Tree=148 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 4 10 4 10 10 4 1 1 4 5 1 10 1 5 5 5 1 3 10 1 1 5 split_gain=87607.4 3032.79 2390.87 276.661 238.823 159.559 155.605 72.3502 46.9565 43.4932 41.187 41.0331 30.8224 25.7682 25.6398 24.0969 23.1337 22.4048 21.553 19.7362 19.5912 19.4234 19.3758 17.9943 16.156 16.097 14.8995 14.8277 14.1832 14.4856 threshold=0.094556797295808764 0.94052824378013633 0.0013712961226701001 0.51461192965507518 0.0089773964136838514 0.99766892194747936 0.00014260681928130004 5.5000000000000009 2.5000000000000004 0.036334333941340412 2.5000000000000004 0.78322452306747448 0.2688089013099671 2.5000000000000004 0.15018796992481201 0.13712060166532367 1.5000000000000002 97.500000000000014 0.90508365508365518 9.6955882327165472e-06 0.11055555555555556 107.50000000000001 455.50000000000006 1.5000000000000002 0.49844720496894418 16.500000000000004 0.97252115607261669 0.25092592592592594 0.14337101747173689 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 8 2 10 2 2 10 2 2 10 2 2 2 2 2 2 2 2 10 2 2 2 2 left_child=2 3 6 10 15 22 19 -7 11 13 12 28 20 21 -10 -4 -11 -14 -9 -1 -2 -6 26 24 -22 -13 -3 -12 29 -5 right_child=1 5 4 8 9 7 -8 18 14 16 27 25 17 -15 -16 -17 -18 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010558915801714999 0.0042814926201379215 0.0098501699567499386 -0.0038288636967720759 0.0067742385394047137 -0.0016339048233520001 0.013209024549348823 -0.0083579590354415662 0.01479857219884392 0.0077464535960086048 0.00078957509732290531 0.0021129099031642743 0.013767421402760884 0.005093373892826554 -0.0057839720962130628 0.0013085731744225779 -0.0060642627769197993 -0.0021610411014007951 0.00033831159675007199 0.01290955690121747 -0.0099466001989749683 0.00062851139739137057 -0.0051105933152328746 0.001475884599190578 0.00038019804556235412 0.0043529487888485183 0.0088218305958452214 0.011489548587688929 -0.0028274131025231189 0.0058490934095094121 0.010696915739404305 leaf_weight=28116.359301451594 418.6808587834239 754.13363774120808 633.10567288845778 282.45741966366768 1429.1167317554355 20879.711175233126 3986.9113963134587 4389.6927980184555 94.078202411532402 928.42312874644995 103.03902381658554 69.378857091069221 1058.0315065607429 205.63861140608788 180.65712375938892 2023.4761271439493 372.25782621651888 109.32872358709574 700.36858381330967 6476.518413644284 179.97153881937265 181.0488134175539 21.272196888923645 508.26989375799894 330.08836602419615 1280.3708912134171 2093.0511851012707 148.0344859957695 866.74354840815067 141.19976012408733 leaf_count=514855 2071 3332 6271 1193 11965 115044 54582 19898 415 6385 659 301 5211 2282 902 23791 3245 729 3855 104456 1114 2054 92 3713 1683 5623 9625 1189 4035 610 internal_value=0 0.0118982 -0.00933054 0.00528045 -0.00332858 0.0132224 -0.0102287 0.0134696 0.00744765 -0.00145071 0.00306814 0.00785708 0.00344103 -0.00245055 0.00351311 -0.00553153 -5.48979e-05 0.00464804 0.0145387 -0.0104443 0.00246052 -0.00202483 0.0109843 0.00171184 0.0030388 0.00907604 0.0110553 -0.000799935 0.00658206 0.00808162 internal_weight=0 34608.6 44352.9 5770.33 5773.07 28838.2 38579.8 25969.8 2914.89 3116.49 2855.44 2640.15 2604.37 1815.8 274.735 2656.58 1300.68 1167.36 5090.06 34592.9 1437.01 1610.17 2868.46 1018.33 510.06 1349.75 2847.18 251.074 1290.4 423.657 internal_count=911180 181294 729886 29448 55993 151846 673893 138797 13079 25931 16369 11762 14521 16301 1317 30062 9630 5940 23753 619311 8581 14019 13049 6510 2797 5924 12957 1848 5838 1803 is_linear=0 shrinkage=0.01 Tree=149 num_leaves=31 num_cat=0 split_feature=0 2 4 2 3 2 2 4 4 2 2 7 4 2 2 2 2 4 4 4 3 4 2 4 2 2 3 3 2 3 split_gain=4962.71 3429.92 1786.95 777.759 708.001 428.686 899.205 438.99 315.653 262.317 837.312 247.754 228.152 184.395 359.762 175.085 608.579 375.249 300.919 174.061 142.841 117.195 113.204 150.641 112.96 199.388 112.227 112.206 107.787 100.294 threshold=1.0000000180025095e-35 0.25108695652173912 2.5000000000000004 0.98843892007484635 26.500000000000004 0.51234756097560985 0.49341991341991348 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 0.24165739710789766 1.0000000180025095e-35 1.5000000000000002 0.33248299319727892 0.33477011494252878 0.92342186961021067 0.90501253132832093 1.5000000000000002 1.5000000000000002 1.5000000000000002 20.500000000000004 2.5000000000000004 0.46697819314641748 2.5000000000000004 0.67574992574992587 0.49341991341991348 20.500000000000004 29.500000000000004 0.96178188899707895 29.500000000000004 decision_type=2 2 10 2 8 2 2 10 10 2 2 2 10 2 2 2 2 10 8 8 8 10 2 10 2 2 8 8 2 8 left_child=1 9 3 5 11 6 13 -8 24 26 21 22 27 -3 19 16 17 -7 -18 -15 -5 -11 23 -2 25 -6 -1 -12 -17 -21 right_child=4 2 -4 20 8 15 7 -9 -10 10 12 -13 -14 14 -16 28 18 -19 -20 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0022211530998687877 -0.0029516886489318718 -0.0056458490854665215 -0.0070452062655343584 -0.0017542481684365697 0.0046846184306063897 -0.0022293460998469121 -9.3924623646627102e-05 0.0064401275408236735 0.0021436924111146254 -0.0018713955885647942 0.0019447957792880614 0.012407204018962092 -1.2754586509772325e-06 -0.00066103788013014114 -0.0028353598618586239 -0.0072237545542702952 -0.0043013964886074937 -0.0052582053078114093 0.0098820155942561643 -0.0014805635882270533 0.004375262067774722 -0.0094908105012961805 0.0020891696682726725 0.0062602328992287098 0.0028543788734401634 0.0071623279490657752 0.0062419558816035675 0.0089227251400506979 -0.0019521240353325162 0.0077653007114157607 leaf_weight=830.10721689090133 1912.9426643885672 1484.1821552366018 7642.2482560053468 455.68496054783463 6910.1545077227056 15798.811727888882 2055.5702510736883 2057.3406438082457 3328.5218984372914 1609.0555583946407 271.40461648255587 148.6589782088995 463.13387447223067 842.90148769691586 6683.993383590132 1444.0184366032481 204.37630739435554 5519.3294045738876 557.96721790358424 145.68236624449492 2294.7876569963992 230.82636483386159 931.40968146920204 195.67610997706652 1394.1397281885147 6128.2202258482575 4239.225430496037 1526.8411648087204 530.29792651534081 602.66747116670012 leaf_count=5760 23574 22167 136552 5791 52229 207193 22084 17145 30037 20210 2597 953 4534 9730 91420 26000 2871 88406 4346 1749 18006 4068 8608 1432 11549 41283 28169 10433 7786 4498 internal_value=0 -0.00154441 -0.0026085 -0.00177496 0.00414074 -0.00214733 -0.000747352 0.00317451 0.00491967 0.00406231 0.00218199 -0.000197924 0.0062576 -0.00240014 -0.00181801 -0.00295469 -0.00269958 -0.00301353 0.00607959 0.00245531 0.00335975 -0.00282731 -0.000814321 -0.00209684 0.00555989 0.00584918 0.00558355 0.00786956 -0.0058078 0.00596539 internal_weight=0 57490.5 48319.9 40677.6 20949.7 37927.1 13872.3 4112.91 17761 9170.59 4101.26 3188.69 2261.38 9759.43 8275.24 24054.8 22080.5 21318.1 762.344 1591.25 2750.47 1839.88 3040.03 2108.62 14432.5 13038.4 5069.33 1798.25 1974.32 748.35 internal_count=911180 741515 665744 529192 169665 505395 168793 39229 135098 75771 41842 34567 17564 129564 107397 336602 302816 295599 7217 15977 23797 24278 33614 25006 105061 93512 33929 13030 33786 6247 is_linear=0 shrinkage=0.01 Tree=150 num_leaves=31 num_cat=0 split_feature=9 5 9 9 9 9 1 9 0 5 5 9 5 9 2 1 9 1 5 5 2 9 9 9 1 1 2 2 0 9 split_gain=31737.7 1998.66 1685.67 1094.76 1105.43 1054.64 545.052 423.708 314.257 294.934 253.826 248.318 313.703 246.899 218.337 210.237 168.109 166.566 159.667 189.573 132.122 113.425 112.576 272.919 110.953 108.656 533.389 104.876 104.852 180.563 threshold=3.2350000000000008 30.500000000000004 2.1250000000000004 6.0550000000000006 8.4800000000000022 3.8350000000000004 1.0000000180025095e-35 4.2350000000000012 1.0000000180025095e-35 30.500000000000004 1.5000000000000002 8.1200000000000028 2.5000000000000004 2.8250000000000006 0.88847429519071319 0.028778467908902653 4.5750000000000011 0.023937770392229853 20.500000000000004 1.0000000180025095e-35 0.77728174603174616 8.8300000000000018 7.035000000000001 6.9850000000000012 0.30795574288724981 0.21089696071163824 0.78956442831215978 0.40758719884933481 1.0000000180025095e-35 4.4750000000000005 decision_type=10 2 10 10 10 10 2 10 2 2 2 10 2 10 2 2 10 2 2 2 2 10 10 10 2 2 2 2 2 10 left_child=2 3 9 5 11 -2 8 -3 -7 -1 16 12 14 -4 -5 -9 28 -16 19 21 -13 -6 23 27 -11 26 -12 -14 -8 -30 right_child=1 7 13 4 18 6 10 15 -10 24 25 20 22 -15 17 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.010502496481962505 0.00064655169501715124 -0.0034603298845164838 0.0066703326457382009 0.0024150135829289908 0.011075837929362864 0.0010423061745962049 -0.0038338203196565997 -0.0027511839021097085 -0.0041947062792480746 0.0017130987876255825 0.008620497592315644 0.0098257737695973749 0.0034485309539428639 0.0036658199932197489 -0.00078136705464303699 -0.0087381049614623594 -0.0054386170360157179 0.012083811409976473 0.001970126516716695 -0.0080007650665722008 -0.0077588652284910778 -0.0038761995270080712 -0.0056612383266690458 0.013850721227413366 0.0077485577186031532 -0.0074982371642899623 -0.0071804956234930066 -0.004867963173111064 -0.0029062022813085039 0.0075178212454405239 leaf_weight=16758.135866716504 3645.5017835348845 1923.0053952932358 5476.9754331186414 1282.0091786459088 84.565620087087154 1909.7802348919213 1443.6105320267379 613.90647270902991 2864.3928048312664 471.18014412373304 254.82429475709796 685.09504689276218 232.48660949990153 5463.3889976739883 125.10244149714708 13160.754565943033 7532.5401151366532 514.58777067810297 237.76518772915006 1522.2261510193348 45.569496434181929 126.8202212639153 447.49401013180614 130.17934872955084 861.50125757604837 8020.8540784716606 1321.7405880875885 436.00579265132546 463.26532015949488 259.11545107513666 leaf_count=97828 31630 26231 33141 10544 438 15952 17916 8721 30139 3660 2001 3957 2059 38577 1013 260450 105394 3436 2775 28096 696 1697 7028 609 5147 136716 22822 6459 4290 1758 internal_value=0 -0.00491179 0.00826855 -0.00353502 0.000388084 -0.0043659 -0.00512505 -0.00785743 -0.00209978 0.0101424 -0.00587355 0.003474 0.00226193 0.00516994 0.00479602 -0.00847128 -0.00473262 0.0095678 -0.00571453 -0.00676848 0.00872907 0.00210541 -0.00164586 0.000603946 0.00561467 -0.0070265 -0.00462654 -0.00197567 -0.00227743 0.000832858 internal_weight=0 49283.2 29031.2 33585.5 5869.91 27715.6 24070.1 15697.7 4774.17 18090.8 19296 3898.53 3167.87 10940.4 1921.7 13774.7 9698.53 639.69 1971.38 1733.61 730.665 211.386 1246.17 798.672 1332.68 9597.42 1576.56 668.492 2165.99 722.381 internal_count=911180 732827 178353 437425 68807 368618 336988 295402 46091 106635 290897 35801 31148 71718 14993 269171 129358 4449 33006 30231 4653 2135 16155 9127 8807 161539 24823 8518 23964 6048 is_linear=0 shrinkage=0.01 Tree=151 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 10 10 9 10 9 10 9 4 9 4 2 4 10 9 10 9 2 2 0 9 9 3 9 10 2 split_gain=85732.5 3004.37 2386.26 292.708 270.93 164.063 160.326 158.657 156.495 94.9609 93.4356 78.4437 53.3418 53.1211 45.8862 38.7182 37.8265 36.5564 31.5821 30.4662 25.5969 27.6443 24.7148 41.7396 24.5599 36.2266 24.1659 29.5814 23.6353 23.1771 threshold=0.094556797295808764 0.94052824378013633 0.0013712961226701001 5.6250000000000009 0.51461192965507518 0.0089773964136838514 0.99766892194747936 5.5050000000000008 0.00014260681928130004 2.6250000000000004 0.0070173616986721008 5.5050000000000008 1.5000000000000002 5.5250000000000012 2.5000000000000004 0.95030864197530873 1.5000000000000002 0.99989646673202526 5.3550000000000013 0.78322452306747448 3.8350000000000004 0.16749174917491746 1.0000000180025095e-35 1.0000000180025095e-35 7.0450000000000008 3.3550000000000004 29.500000000000004 1.5450000000000002 0.036334333941340412 0.37341365461847392 decision_type=2 2 2 8 2 2 2 8 2 10 2 8 10 8 10 2 10 2 8 2 10 2 2 2 10 10 8 10 2 2 left_child=2 4 8 5 7 -4 18 14 -1 -8 -5 12 19 -10 22 28 26 -11 -3 -6 -14 -22 23 -2 25 -19 27 -7 -12 -20 right_child=1 6 3 10 11 16 9 -9 13 17 15 -13 20 -15 -16 -17 -18 24 29 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010431501373810031 0.0076116247918569567 0.009915832750224951 -0.0065285722295519355 -0.0022406348974233306 0.0058488633490793489 0.0077325084725579953 0.012922281787243875 0.0073534701488607683 -0.0089011849739143879 0.012776041032165722 0.00092492417420420286 0.0099872409137242973 0.0067045427769349894 -0.005979536454903186 -0.0033545742895926389 0.0092972227300475302 -0.0046888233792194761 0.014039474039690952 0.010520918700352034 0.0086051702055257168 0.0085586024516585285 0.00052413053538536715 0.0015603229522362487 0.0015491131169620468 0.013138654682078808 0.015497705327853478 -0.0010348683640257178 -0.003848311737132723 0.0049671887857382835 0.013184267226545886 leaf_weight=34050.108157522976 201.32865573465824 1524.2114624679089 2077.7969139888883 494.28576339408755 807.01777212321758 22.84435261785984 15950.206511169672 656.02243490517139 3174.904303342104 1563.8510770946741 372.66087992489338 824.46741683781147 158.72541180253029 774.03535791113973 163.09333349019289 96.969970889389515 696.6117986664176 3903.5746041238308 578.6252384185791 797.11130084097385 50.880100920796394 270.47850920259953 1570.2715185284615 260.51406332850456 1222.7990060001612 3022.9094187766314 1108.2087787687778 639.6983662545681 236.40909123420715 750.58327813446522 leaf_count=619311 903 6684 25140 4406 3585 108 91879 3341 45138 7041 2646 3792 676 9444 1325 610 7337 19304 2895 3413 218 1395 9604 1196 7200 13373 8843 5585 1318 3470 internal_value=0 0.0118164 -0.00930477 -0.00329829 0.00522891 -0.00445822 0.013147 0.00303836 -0.010213 0.013397 0.00109388 0.00737619 0.00634332 -0.00832851 0.00174882 0.00342831 -0.00271474 0.0141765 0.0108983 0.00721851 0.00341901 0.00179621 0.00215841 0.00419191 0.0144452 0.0146759 -0.00193814 -0.00344901 0.00249392 0.0120249 internal_weight=0 34276.7 43744.5 5745.49 5759.91 4545.16 28516.8 2851.23 37999 25663.3 1200.33 2908.68 2084.21 3948.94 2195.21 706.04 2467.36 9713.13 2853.42 1604.13 480.084 321.359 2032.11 461.843 8149.28 6926.48 1770.75 662.543 609.07 1329.21 internal_count=911180 181294 729886 55993 29448 47013 151846 16369 673893 138797 8980 13079 9287 54582 13028 4574 21873 46918 13049 6998 2289 1613 11703 2099 39877 32677 14536 5693 3964 6365 is_linear=0 shrinkage=0.01 Tree=152 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 9 10 10 10 10 9 4 9 9 4 10 4 10 9 10 3 9 9 9 9 9 4 10 9 9 split_gain=84561.1 3003 2386.64 288.294 265.957 176.619 164.256 162.627 157.935 91.4995 89.8088 53.8448 53.1783 52.5558 45.0262 39.0885 37.3434 37.205 31.5577 25.1554 23.797 29.0124 23.4576 34.4471 22.9003 23.9022 20.7059 20.24 18.4826 18.1906 threshold=0.094556797295808764 0.94052824378013633 0.0013712961226701001 5.6250000000000009 0.65440738201141369 5.5050000000000008 0.99766892194747936 0.0089773964136838514 0.00014260681928130004 0.0070173616986721008 2.6250000000000004 2.5000000000000004 5.5250000000000012 5.4850000000000012 1.5000000000000002 0.18897357583045957 1.5000000000000002 0.99989646673202526 5.3550000000000013 0.049213243648409809 29.500000000000004 1.5450000000000002 7.0450000000000008 3.3550000000000004 9.0500000000000025 5.535000000000001 2.5000000000000004 9.6955882327165472e-06 4.1150000000000011 8.8850000000000016 decision_type=2 2 2 8 2 8 2 2 2 2 10 10 8 8 10 2 10 2 8 2 8 10 10 10 10 8 10 2 10 10 left_child=2 4 8 7 5 11 18 -4 27 -5 -8 15 -10 14 -6 -2 20 -12 -3 26 21 -9 23 -19 25 -7 -11 -1 -18 -24 right_child=1 6 3 9 13 24 10 16 12 19 17 -13 -14 -15 -16 -17 28 22 -20 -21 -22 -23 29 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010539927777345269 0.00066227054448177755 0.0098325814594495842 -0.006497039349207305 -0.0022214839163037492 0.0078099432682378189 0.018457934855026423 0.012884105215004727 0.0076346767735647452 -0.0088777609141154189 0.0030544405617074773 0.012692360275588651 -0.0027965434570108704 -0.0059470362053215195 0.010236402769100889 0.0037813244180064307 0.0034209358628482741 -0.0022124304951135361 0.013982583900332052 0.011943418388523646 0.0065074316590837608 -0.0010252042151116978 -0.0038199780962455709 0.012788322229261294 0.015408097632658059 0.013540416222419402 0.006784241853113198 -0.0027133260129767103 -0.0099128941388246915 -0.0057469405543094047 0.01793543010186411 leaf_weight=27402.776365742087 719.88862267881632 1521.7579344958067 2067.0565233305097 493.56507385149598 1200.9523195177317 17.960049889981747 15838.055826857686 22.905402913689613 3151.565622754395 445.27515788376331 1558.4470616579056 197.15949905663729 770.50054794177413 664.85166132450104 360.77021580934525 1792.6962149739265 213.78925767540932 3880.3785944283009 1324.9117970019579 189.40557136386633 1107.4725436419249 638.00724034011364 1141.3150065988302 3010.1485877633095 58.652516961097717 749.35181041061878 72.355231203138828 6338.6783913820982 480.37565029412508 73.057842209935188 leaf_count=514855 4671 6684 25140 4406 5170 109 91879 108 45138 2900 7041 1524 9444 3055 1664 9240 1662 19304 6365 1029 8843 5585 6898 13373 280 3735 645 104456 5675 302 internal_value=0 0.0117556 -0.0092866 -0.0032741 0.00517448 0.00346962 0.0130933 -0.00442889 -0.0102014 0.00108266 0.0133476 0.00223567 -0.00830201 0.00788173 0.0068793 0.00263054 -0.00269289 0.0141074 0.010815 0.0033892 -0.00192135 -0.00342299 0.0143795 0.0146053 0.00751784 0.00705748 0.00224821 -0.0104221 -0.00465838 0.013098 internal_weight=0 34110.4 43393.7 5730.21 5762.28 3535.71 28348.1 4529.61 37663.5 1200.6 25501.4 2709.74 3922.07 2226.57 1561.72 2512.58 2462.55 9663.35 2846.67 707.036 1768.39 660.913 8104.9 6890.53 825.964 767.312 517.63 33741.5 694.165 1214.37 internal_count=911180 181294 729886 55993 29448 19559 151846 47013 673893 8980 138797 15435 54582 9889 6834 13911 21873 46918 13049 4574 14536 5693 39877 32677 4124 3844 3545 619311 7337 7200 is_linear=0 shrinkage=0.01 Tree=153 num_leaves=31 num_cat=0 split_feature=5 1 4 4 1 1 1 1 1 5 3 1 5 1 5 1 4 5 1 1 3 1 5 4 4 1 7 5 3 4 split_gain=10041.1 1157.4 1019.05 803.415 739.593 652.558 569.521 770.928 494.136 377.648 334.133 446.106 294.686 253.526 223.181 193.251 176.128 166.74 188.789 165.1 159.179 157.878 193.542 156.851 145.991 117.313 116.788 116.679 113.654 109.291 threshold=3.5000000000000004 0.98936170212765973 2.5000000000000004 1.5000000000000002 0.48581488933601619 0.091372912801484213 0.50144508670520238 0.66522988505747138 0.028778467908902653 28.500000000000004 27.500000000000004 0.081725417439703116 1.5000000000000002 0.019324122479462254 1.5000000000000002 0.23271742593182543 5.5000000000000009 4.5000000000000009 0.26944684528954194 0.066767983789260368 29.500000000000004 0.24165739710789766 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 0.24494897959183673 1.0000000180025095e-35 289.50000000000006 20.500000000000004 4.5000000000000009 decision_type=2 2 10 10 2 2 2 2 2 2 8 2 2 2 2 2 10 2 2 2 8 2 2 10 10 2 2 2 8 10 left_child=2 3 4 13 5 10 -6 28 -4 16 11 12 26 -2 20 -7 17 18 25 -15 -9 -17 23 -23 -11 -5 -1 -21 -8 -10 right_child=1 -3 8 9 6 15 7 14 29 24 -12 -13 -14 19 -16 21 -18 -19 -20 27 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00036502049691693709 0.00099058120245482128 0.0046242455151496538 0.0034630759064437715 -0.0038521183197039437 0.0071068839092371895 -0.0026120383743976888 -0.0047085845241740176 0.0035762094424486462 -0.0056254364304370672 -0.0065707773177338807 0.0047526815137431807 0.011295862747315517 -0.0078142113245984711 -0.0069706228659412927 0.00024852531790378732 0.0084097994154901969 0.0041038345080108935 -0.0055079057090126581 -0.0060067128451720322 -0.003066574246338404 0.0067346498362978657 0.0025827467963713468 -0.0023879866084727656 -0.0013002163318475699 -0.0093552008284972388 0.0093886141615738845 0.01240462552078909 -0.0059746882464596883 0.00025537933317285185 0.0010141217968676131 leaf_weight=1605.3343010209501 1297.9495930820704 1447.4122863300145 1064.6774277873337 95.599127363413572 7767.5359817743301 1821.8552864864469 562.71378492191434 2324.2319092825055 1983.8224138766527 3878.1031016297638 9166.4567912779748 340.15909086540341 493.49264417216182 1333.5455181859434 820.62449393048882 278.57579177618027 236.59839314594865 3843.7129625231028 265.07966271415353 15863.444180525839 5090.3094301335514 4149.9397321082652 1550.2933247797191 1388.3283997662365 3660.2759157679975 223.01417464017868 84.827846139669418 1511.0696269348264 2557.7924413196743 283.32357895374298 leaf_count=15203 13354 10668 8500 1184 54229 23086 8240 18120 28886 71731 68019 2427 8626 25059 8489 2098 2216 64151 4166 227021 36246 36853 19004 17109 78839 1380 545 25330 27641 2760 internal_value=0 -0.00412359 0.00315693 -0.00451671 0.00359949 0.0022982 0.00502028 0.003593 -0.00215662 -0.006539 0.00386558 0.000643618 -0.00101574 -0.00328324 0.0051969 0.000304173 -0.00430243 -0.00475166 0.000228335 -0.00357975 0.00574458 0.00102534 0.000735133 0.00160937 -0.00792276 0.00541577 0.000969278 -0.00331949 -0.000639761 -0.0047957 internal_weight=0 33655.8 43334.3 32208.4 40002.5 20879.3 19123.2 11355.7 3331.82 12202.4 11690.3 2523.81 2183.65 20006 8235.17 9188.99 4664 4427.41 583.693 18708.1 7414.54 7367.14 7088.56 5538.27 7538.38 318.613 1690.16 17374.5 3120.51 2267.15 internal_count=911180 525099 386081 514431 345935 192970 152965 98736 40146 223667 94820 26801 24374 290764 62855 98150 73097 70881 6730 277410 54366 75064 72966 53962 150570 2564 15748 252351 35881 31646 is_linear=0 shrinkage=0.01 Tree=154 num_leaves=31 num_cat=0 split_feature=9 9 5 9 9 9 1 9 9 5 9 5 1 9 9 5 5 5 9 5 1 9 1 1 3 9 1 3 9 9 split_gain=30233 2009.28 1805.71 1152.13 1046.11 641.18 469.586 341.202 304.115 274.696 234.68 291.62 209.398 189.198 234.001 154.83 182.153 145.576 133.853 132.306 129.169 127.723 122.119 485.191 115.677 113.695 112.249 129.637 107.871 107.765 threshold=3.3550000000000004 2.2250000000000005 30.500000000000004 6.0550000000000006 8.4800000000000022 4.495000000000001 1.0000000180025095e-35 4.2350000000000012 2.8250000000000006 30.500000000000004 8.1200000000000028 2.5000000000000004 0.028778467908902653 7.0450000000000008 7.5550000000000006 20.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3.8350000000000004 1.5000000000000002 0.23132664437012262 5.3850000000000007 0.21089696071163824 0.20701970443349751 29.500000000000004 2.2250000000000005 0.81291666666666684 26.500000000000004 8.8300000000000018 7.035000000000001 decision_type=10 10 2 10 10 10 2 10 10 2 10 2 2 10 10 2 2 2 10 2 2 10 2 2 10 8 2 8 10 10 left_child=1 9 3 5 10 18 17 -4 -3 25 11 13 -9 20 -15 16 28 -7 -2 -8 -5 -19 23 -21 -11 -1 -27 -28 -6 -13 right_child=2 8 7 4 15 6 19 12 -10 24 -12 29 -14 14 -16 -17 -18 21 -20 22 -22 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=0.0089237113482675458 -3.7405319981808484e-05 0.0064751944965399412 -0.0035888410247739075 -0.0018323239434364764 0.010886417845501458 -0.0038078039994646345 -0.0052584030848511652 -0.0026514917370416237 0.0032066118071917798 0.009217482606326469 0.0085594306422829437 0.0006245002085826292 -0.008673162052840527 0.011195322788390822 -0.0050428920191814917 0.0019780321396748722 -0.007924868752436514 -0.0015331484505244242 -0.0030071278921763858 -0.0071855408570007575 0.0049067842068935118 0.0053880132502462808 -0.0076350856610213208 0.0078338129695000227 0.0033486839585115924 0.011188542800698196 0.0035423908201067883 0.0099298630678099492 -0.0038175294031502806 -0.005564305449755092 leaf_weight=4450.2558756321669 2622.2402880080044 4994.1345420107245 1655.4952082298696 470.25964726880193 83.24215504527092 2608.9702827557921 7700.5800082832575 604.80034888908267 6619.5621508359909 558.00250973552465 716.58521853387356 786.44307302683592 12784.951704647392 598.49898582696915 104.19418690726161 234.39623562991619 1481.3316211923957 1102.4836524575949 3603.2933840975165 1170.5995678044856 719.6783155836165 351.68633646890521 6847.1537195071578 263.50059898197651 843.60797788202763 10474.577141359448 408.71339333057404 1427.5032576397061 124.53538454696536 438.09803185984492 leaf_count=26075 24122 30689 23691 4603 438 26657 108792 8721 48625 3278 4653 9127 260450 4062 1184 2775 28096 11119 42793 20946 5144 2693 121786 2202 6036 62596 2500 8602 1697 7028 internal_value=0 0.00786072 -0.00501405 -0.00367167 0.000379807 -0.00455956 -0.00543021 -0.00787165 0.00461217 0.00993792 0.00339916 0.00221291 -0.00840117 0.00467317 0.00878755 -0.0056381 -0.00669499 -0.00239466 -0.00175626 -0.00620195 0.00224351 0.000140712 -0.00707934 -0.00442589 0.00568514 0.0102936 0.0107887 0.00850811 0.00207333 -0.00158964 internal_weight=0 29776.4 47073 32027.8 5757.26 26270.5 20045 15045.2 11613.7 18162.7 3833.76 3117.17 13389.8 1892.63 702.693 1923.51 1689.11 4063.14 6225.53 15981.8 1189.94 1454.17 8281.25 1434.1 1401.61 16761 12310.8 1836.22 207.778 1224.54 internal_count=911180 188401 722779 429917 68807 361110 294195 292862 79314 109087 35801 31148 269171 14993 5246 33006 30231 40469 66915 253726 9747 13812 144934 23148 9314 99773 73698 11102 2135 16155 is_linear=0 shrinkage=0.01 Tree=155 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 10 4 4 10 1 2 4 10 4 2 1 10 5 5 5 2 10 0 10 1 0 1 split_gain=82739.5 2976.16 2380.68 261.31 229.953 164.972 158.786 69.0179 44.4113 37.8784 36.128 29.5499 27.0675 25.9693 25.4132 24.3183 23.7196 21.3692 20.6368 20.3826 20.0671 18.5059 18.5028 17.082 16.4496 15.1795 15.156 14.5454 17.5568 14.2175 threshold=0.094556797295808764 0.94052824378013633 0.0013712961226701001 0.51461192965507518 0.011652591172605703 0.99766892194747936 0.00014260681928130004 5.5000000000000009 0.78322452306747448 1.5000000000000002 2.5000000000000004 0.2688089013099671 0.13712060166532367 0.87439320388349528 1.5000000000000002 0.036334333941340412 2.5000000000000004 0.96352549889135264 0.90508365508365518 9.6955882327165472e-06 97.500000000000014 455.50000000000006 198.50000000000003 0.20112359550561798 0.0043998162727802515 1.0000000180025095e-35 0.98755538463592529 0.33460559796437661 1.0000000180025095e-35 0.24494897959183673 decision_type=2 2 2 2 2 2 2 2 2 10 10 2 2 2 8 2 8 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 6 10 12 21 19 -7 16 15 11 17 -4 14 -10 -6 -5 -2 -9 -1 -13 26 -19 -16 -14 -18 27 -3 -29 -12 right_child=1 5 4 8 9 7 -8 18 13 -11 29 20 24 -15 23 -17 25 22 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.010528981419629857 0.001944967130523774 0.011144103748457004 -0.0034880183713647383 0.0063735954679437082 -0.0014706094394954508 0.013016708768183489 -0.0082728360743954503 0.014583375098437113 0.0087780347762900345 -0.0029939902688143651 0.0024676148840620639 0.0049223388161286274 -0.0064580499961646122 0.011704898157829135 0.0098736354135711656 0.00076929668587034277 -0.00021042754785455129 0.005206542937440755 0.01270646778375556 -0.0098955109391567278 0.00040921940330829702 0.0014337339584644217 0.02261909942215019 0.004488042871669885 -0.0047274327844241647 0.0076293877274145909 0.011550464965067515 0.0082173077130692392 0.011687535264490274 -0.0025004911902179695 leaf_weight=26945.243405554444 1287.5663671568036 678.15836574137211 719.10997380688787 1286.7912021577358 1018.0803991630673 20193.304903417826 3884.7592265158892 4322.4531515538692 924.65068025887012 796.14302080124617 91.028144486248493 1057.2521028295159 1283.4765872731805 209.45771804451942 74.66556404531002 925.1637309640646 93.934155479073524 141.67800056934357 677.65028940141201 6259.2253773212433 108.6459768563509 21.247396841645241 6.3772684484720221 278.82072700560093 960.05904507264495 33.506729021668434 1377.4911730587482 556.81820805370808 197.50160500407219 156.8678404763341 leaf_count=514855 7869 2985 7020 5838 8458 115044 54582 19898 4078 7725 590 5211 15822 891 322 6385 496 677 3855 104456 729 92 35 1303 10583 151 6509 2497 966 1258 internal_value=0 0.0116752 -0.00926093 0.00512261 -0.00324529 0.01302 -0.0101858 0.0132772 0.00723483 -0.00115687 0.00297154 0.00331913 -0.00517633 0.00844106 0.00790619 -0.000404207 0.00596603 0.00235868 0.014329 -0.0104096 0.00450178 0.0107312 0.00595656 0.00562562 -0.00571748 0.00185081 0.0108015 0.0100814 0.00912591 -0.000676188 internal_weight=0 33775.9 42791.3 5751.24 5702.03 28024.6 37089.2 25193.4 2901.83 2739.39 2849.42 2601.52 2962.65 1487.59 1278.14 1943.24 1414.23 1435.62 5000.1 33204.5 1165.9 2831.22 148.055 353.486 2243.54 127.441 2809.97 1432.48 754.32 247.896 internal_count=911180 181294 729886 29448 55993 151846 673893 138797 13079 22568 16369 14521 33425 6594 5703 14843 6485 8581 23753 619311 5940 13049 712 1625 26405 647 12957 6448 3463 1848 is_linear=0 shrinkage=0.01 Tree=156 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 10 10 10 9 10 9 9 9 4 4 10 4 10 9 1 1 9 10 10 10 9 9 10 9 4 split_gain=81611.1 2976.51 2381.75 280.575 256.4 168.813 160.282 159.428 150.279 88.5684 84.6533 75.7659 53.3311 50.495 42.2228 38.3697 35.7849 33.9688 31.8768 30.1819 25.3281 26.604 24.2752 23.2684 23.1709 22.0012 32.9855 20.6962 20.3525 19.579 threshold=0.094556797295808764 0.94052824378013633 0.0013712961226701001 5.6250000000000009 0.51461192965507518 0.99766892194747936 0.00014260681928130004 0.0089773964136838514 5.5050000000000008 0.0070173616986721008 2.6250000000000004 5.6250000000000009 5.5250000000000012 2.5000000000000004 2.5000000000000004 0.99989646673202526 2.5000000000000004 0.78322452306747448 5.3550000000000013 0.80070921985815613 0.62532051282051293 5.6050000000000013 0.049213243648409809 0.026551560498774003 0.18897357583045957 7.0450000000000008 3.3550000000000004 9.6955882327165472e-06 9.0500000000000025 2.5000000000000004 decision_type=2 2 2 8 2 2 2 2 8 2 10 8 8 10 10 2 10 2 8 2 2 10 2 2 2 10 10 2 10 10 left_child=2 4 6 7 8 18 27 -4 14 -5 -7 13 -8 17 24 -12 23 -6 -3 28 -20 -22 29 -9 -2 26 -17 -1 -10 -11 right_child=1 5 3 9 11 10 12 16 19 22 15 -13 -14 -15 -16 25 -18 -19 20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010521266736284361 0.00063298827789859684 0.0096620234764032125 -0.0064306430047546808 -0.0021803789971273865 0.0053004777421269246 0.012773654595728599 -0.0088286823484779592 -0.003382930619279845 0.0072924581550897725 0.0030088107474439559 0.012528316369414167 0.0098703736422361774 -0.0058738657617951329 0.00038524650875258992 -0.0032400715339143864 0.013853857744901202 -0.0062675371022610409 0.0079060596258594459 0.012638657892108465 0.00037358595242378758 0.012072786864788153 0.0065819756545425689 0.0064139326453393156 -0.0013167017093131273 0.0028646810813813088 0.012993766923323376 0.015256682722231827 -0.0098801876211294746 0.01428949500723159 -0.0026227031015234261 leaf_weight=26696.596567697823 719.90020124614239 1513.2042106539011 2042.0842174962163 491.02257350459695 1000.7149798572063 15491.095029950142 3097.6847733557224 988.16962150484324 550.83348289877176 445.0528851300478 1544.8323874026537 761.35179772973061 760.8629435300827 139.71885155886412 161.29364974796772 3822.9598783701658 245.60146207734942 1000.670161858201 956.36131651699543 59.895439557731152 189.01001340150833 165.51358515024185 189.24560340493917 1215.3103532493114 1315.1618212014437 1187.3907820135355 2984.8652010858059 6206.5078717619181 44.964433938264847 71.679509058594704 leaf_count=514855 4671 6684 25140 4406 4512 91879 45138 9447 2849 2900 7041 3531 9444 713 1325 19304 2812 4323 4552 271 1055 758 1029 9614 7032 7200 13373 104456 221 645 internal_value=0 0.0116159 -0.00924247 -0.00322073 0.0050685 0.0129685 -0.0101742 -0.00436732 0.00293909 0.00108127 0.01323 0.00716093 -0.00824603 0.00619748 0.00168488 0.0139711 -0.00264688 0.00660324 0.0106509 0.00714027 0.0117923 0.00950934 0.00334981 -0.00224332 0.00207522 0.0142498 0.0144689 -0.0104003 0.00782052 0.00222762 internal_weight=0 33609.7 42449.8 5688.17 5754.5 27855.2 36761.7 4491.17 2852.05 1197 25031.1 2902.46 3858.55 2141.1 2196.36 9540.05 2449.08 2001.39 2824.09 655.693 1310.88 354.524 705.978 2203.48 2035.06 7995.22 6807.83 32903.1 595.798 516.732 internal_count=911180 181294 729886 55993 29448 151846 673893 47013 16369 8980 138797 13079 54582 9548 13028 46918 21873 8835 13049 3341 6365 1813 4574 19061 11703 39877 32677 619311 3070 3545 is_linear=0 shrinkage=0.01 Tree=157 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 10 9 10 10 10 9 9 9 4 4 10 10 4 9 5 5 9 5 10 5 9 9 5 10 5 split_gain=80500.4 2975.82 2381.91 276.302 252.078 172.686 167.293 161.738 158.012 86.7457 80.011 53.3797 51.1777 49.3378 42.4037 39.0261 36.6889 35.3901 31.8777 29.4887 29.0712 30.6322 24.8228 23.7194 23.5719 22.1636 23.386 21.3228 21.0114 20.055 threshold=0.094556797295808764 0.94052824378013633 0.0013712961226701001 5.6250000000000009 0.65440738201141369 0.99766892194747936 5.5050000000000008 0.00014260681928130004 0.0089773964136838514 0.0070173616986721008 2.6250000000000004 5.5250000000000012 5.4850000000000012 2.5000000000000004 1.5000000000000002 0.99989646673202526 0.18897357583045957 2.5000000000000004 5.3550000000000013 22.500000000000004 97.500000000000014 3.1750000000000003 455.50000000000006 0.049213243648409809 429.50000000000006 9.0500000000000025 5.535000000000001 4.5000000000000009 9.6955882327165472e-06 3.5000000000000004 decision_type=2 2 2 8 2 2 8 2 2 2 10 8 8 10 10 2 2 10 8 2 2 10 2 2 2 10 8 2 2 2 left_child=2 4 7 8 6 18 13 28 -4 -5 29 -9 14 16 -6 -12 -2 19 -3 -10 -18 -22 -20 -11 -14 26 -8 -17 -1 -7 right_child=1 5 3 9 12 10 25 11 17 23 15 -13 24 -15 -16 27 20 -19 22 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010513613443899492 0.00062644965799543294 0.0095816777640293366 -0.0063991953755438468 -0.0021616556709209444 0.0075729388285756859 0.012585578772303232 0.018064443118194894 -0.0088051943748257942 -0.0015871898778489404 0.0022031831374818931 0.012447958822669471 -0.0058415320488833661 0.010218109356139531 -0.0026857799118497607 0.0036628712972315287 0.013835259415935761 0.0037088576015261976 -0.0062354492167197694 0.011841699863860619 -0.0043279772469694642 0.007058380435180484 -0.0029876606539495443 -0.0032623595057606194 0.0063379335022723171 -0.0056912271462276924 0.013200811599573588 0.0065729670356168392 0.014948851820386187 -0.0098648825929333311 0.013594692089283898 leaf_weight=26450.104879099876 720.13886562734842 1510.6468789428473 2031.6509137675166 490.32636173069477 1199.6270967125893 13060.828340113163 18.138993501663208 3075.0022324919701 1688.5994362458587 517.23517506569624 1539.2848200052977 757.44089867174625 650.70123203098774 195.16986716538668 360.76286551356316 5435.0581865459681 1626.4843320995569 244.40271212533116 1295.4130731970072 511.46268638968468 39.598056197166443 129.99007526040077 10.97302335500717 189.59794507920742 9.4482349157333356 59.100636154413223 747.81494744867086 2515.1754620075226 6154.2377464324236 2319.150013640523 leaf_count=514855 4671 6684 25140 4406 5170 79921 109 45138 13491 3545 7041 9444 3005 1524 1664 28286 8096 2812 6317 5570 186 958 48 1029 50 280 3735 11591 104456 11958 internal_value=0 0.0115573 -0.00922428 -0.00319697 0.00501565 0.0129175 0.00335753 -0.0101627 -0.00433827 0.00107029 0.0131833 -0.00821946 0.00765638 0.00215775 0.00666893 0.0139054 0.00253344 -0.0026254 0.0105709 -0.00222436 0.00329805 -0.000641956 0.0117148 0.00331227 0.00999041 0.00730038 0.0068451 0.0141876 -0.0103912 0.0127377 internal_weight=0 33443.5 42110.1 5673.28 5756.98 27686.5 3536.44 36436.8 4476.12 1197.16 24869.5 3832.44 2220.54 2711.38 1560.39 9489.52 2516.21 2444.46 2817.03 2200.06 1796.07 169.588 1306.39 706.833 660.149 825.055 765.954 7950.23 32604.3 15380 internal_count=911180 181294 729886 55993 29448 151846 19559 673893 47013 8980 138797 54582 9889 15435 6834 46918 13911 21873 13049 19061 9240 1144 6365 4574 3055 4124 3844 39877 619311 91879 is_linear=0 shrinkage=0.01 Tree=158 num_leaves=31 num_cat=0 split_feature=5 2 2 4 2 2 1 5 5 0 4 0 2 4 4 5 5 1 1 2 2 4 4 2 1 1 4 5 4 5 split_gain=9333.13 1183.47 998.717 734.632 723.337 752.343 534.208 479.269 349.83 343.915 318.503 224.513 203.67 179.584 175.582 161.473 159.918 181.826 153.708 148.588 176.976 147.795 144.774 144.617 120.804 130.669 116.497 114.325 109.35 107.589 threshold=3.5000000000000004 1.0000000180025095e-35 0.50155279503105599 1.5000000000000002 0.49341991341991348 0.33477011494252878 0.091372912801484213 1.5000000000000002 28.500000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 0.90943267259056748 5.5000000000000009 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 0.26944684528954194 0.74891304347826104 0.97385509227614497 0.92890109890109895 2.5000000000000004 2.5000000000000004 0.33248299319727892 0.75110619469026563 0.96213569039656011 5.5000000000000009 1.0000000180025095e-35 6.5000000000000009 31.500000000000004 decision_type=2 2 2 10 2 2 2 2 2 2 10 2 2 10 10 2 2 2 2 2 2 10 10 2 2 2 10 2 10 2 left_child=2 29 4 11 5 7 12 14 13 10 15 19 -4 16 18 -8 17 -5 -1 20 -3 -6 -10 26 -20 -26 -16 -7 -15 -2 right_child=1 3 6 8 21 27 9 -9 22 -11 -12 -13 -14 28 23 -17 -18 -19 24 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0042665981163172188 0.0045170479610160061 -0.0035223481499914487 0.010051445741469423 0.0055253527283458852 0.0069771238755368626 0.00012058733190048357 0.0012384945982407529 -0.00088458031174776426 -0.0064665930749200594 0.0032210671691205194 -0.00390581255337985 0.00074482474006285426 0.0031881511670652936 0.0097093076583863458 0.001010176115335432 -0.0028627592725161228 -0.0054915016275767911 -0.0059207389841346662 0.0089486975610938695 0.00034181509060816326 -0.0075688154098885055 -0.003745425306711762 -0.0092953666821728002 0.0069259714491210775 0.000941557968791089 0.0063965819971087846 0.0073042542774899681 -0.0038469096444186048 -0.0048936051261949907 -0.0035243578092855709 leaf_weight=7037.841869790107 1670.991365108639 15756.144676923752 495.21175376325846 301.07313654944301 7492.49487676844 2397.003737192601 3933.571493037045 1768.8182894475758 3739.5926367975771 2198.1575654484332 2883.2316562347114 1281.9851375296712 3407.6442460082471 142.9146025814116 2594.4376800358295 1269.9135961942375 3699.1646601073444 257.46898553520441 1495.0587533414364 912.94316469505429 1160.447792083025 130.79166158288717 3504.924802057445 653.70781411230564 524.33723174035549 2701.7675178274512 331.66266354545951 1042.009486220777 79.974933531135321 184.78011394292116 leaf_count=54475 12661 238977 3738 2487 53457 27072 40245 20873 71631 18808 41362 14490 28649 956 24361 16773 63869 4166 10106 10952 23234 1754 78760 4785 4973 17856 2241 14553 1164 1752 internal_value=0 -0.00403943 0.0030727 -0.00450618 0.00416243 0.00318636 0.000909023 0.00404431 -0.00647675 -0.000286314 -0.0012397 -0.00329722 0.004059 -0.00428037 0.00461269 0.000237581 -0.00473843 0.000249092 0.00520301 -0.00358785 -0.00379993 0.00679316 -0.00783516 0.00267359 0.00659892 0.00550998 0.00172359 -0.00108155 0.00446964 0.00371636 internal_weight=0 32692.4 42357.7 30836.6 28169.9 20546.6 14187.7 17107.6 11725.1 10284.9 8086.72 19111.5 3902.86 4480.6 15338.8 5203.49 4257.71 558.542 11759 17829.5 16916.6 7623.29 7244.52 3579.81 4721.16 3226.1 2926.1 3439.01 222.89 1855.77 internal_count=911180 525099 386081 510686 236506 181295 149575 139670 223033 117188 98380 287653 32387 72642 118797 57018 70522 6653 87410 273163 262211 55211 150391 31387 32935 22829 26602 41625 2120 14413 is_linear=0 shrinkage=0.01 Tree=159 num_leaves=31 num_cat=0 split_feature=0 2 4 1 2 1 4 1 1 1 1 2 1 1 2 1 4 4 4 4 4 2 1 2 4 4 4 2 1 1 split_gain=4273.87 2977.07 1621.26 688.299 366.88 792.603 389.146 345.112 353.092 316.383 644.918 310.633 170.083 313.156 157.475 552.244 340.035 275.96 151.288 111.128 109.668 100.65 91.0847 90.5234 89.9176 148.589 86.3655 78.1268 77.6009 70.9447 threshold=1.0000000180025095e-35 0.25108695652173912 2.5000000000000004 0.012270400481782552 0.51234756097560985 0.50144508670520238 1.5000000000000002 0.49184758529020828 0.50144508670520238 0.75110619469026563 0.98936170212765973 0.28015151515151521 0.66751700680272119 0.65858556175923211 0.92342186961021067 0.091372912801484213 1.5000000000000002 1.5000000000000002 1.5000000000000002 1.5000000000000002 2.5000000000000004 0.96178188899707895 0.49844720496894418 0.90943267259056748 5.5000000000000009 1.5000000000000002 1.5000000000000002 0.41202270381836947 0.28147007042253525 0.20701970443349751 decision_type=2 2 10 2 2 2 10 2 2 2 2 2 2 2 2 2 10 8 8 8 10 2 2 2 8 10 10 2 2 2 left_child=1 9 3 19 5 6 -5 24 -9 26 20 -10 13 -7 15 17 29 -6 -15 -3 -11 -16 -8 -19 25 -2 -1 -13 -28 -17 right_child=7 2 -4 4 14 12 22 8 11 10 -12 27 -14 18 21 16 -18 23 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=0.0064628680525842756 0.0032036543824604186 0.0020984090610608268 -0.0068695337061867633 -9.018498976479786e-05 -0.0042243577518756206 -0.0027208551626208078 -0.0069689718196862347 0.0071602933815794736 0.0051965810982212216 -0.0017392954294678268 0.0050216500194797302 0.0010289610420510275 -0.0055123563831009706 -0.00062043099388274568 -0.0070295724506289131 -0.0036015479314943379 -0.0050663197039007421 0.011369639544983597 0.0056580741240148192 0.0069540806487791507 -0.0093134334408626479 -0.0017802896799167158 0.0065626335149109099 -0.0030752411944707544 0.0071193540358076802 0.00038534462016985522 0.0069260413226280987 -0.0040320476597599094 2.9414217632499919e-05 -0.001794669881731349 leaf_weight=3523.6210320219398 8507.9723491445184 2063.736232381314 7149.9076338596642 1970.1415875591338 186.02244564145803 6370.7424048744142 51.080646723508835 4970.6569310799241 2475.4483434893191 1569.4119595438242 2810.1983654946089 837.47070102766156 1409.5521184504032 824.89039621502161 1351.9158061556518 2630.5831312052906 5233.2887678965926 460.74225094541907 717.70930147171021 610.83942771330476 217.68235818296671 500.49802381172776 1902.043965138495 47.894122697412968 455.38836966827512 2397.9892534948885 260.68747678026557 479.74944721907377 436.06626539304852 12492.725231029093 leaf_count=25999 71904 19512 136552 21956 2731 91360 947 34757 19650 20571 19018 8594 22132 9934 26000 39412 88565 3436 6324 4412 4107 7663 16138 750 3172 24426 1724 7162 4352 167920 internal_value=0 -0.00147276 -0.00249359 -0.00168772 -0.00204989 -0.000725191 0.00304562 0.00391585 0.00540692 0.00384975 0.00203485 0.00310895 -0.00231202 -0.00174197 -0.00281601 -0.00257004 -0.00286924 0.00619781 0.0023007 0.00320738 -0.00266189 -0.00561128 0.00620874 0.0100095 0.00276576 0.00258397 0.00582675 -0.000814327 0.00260976 -0.00210896 internal_weight=0 54792 45974.3 38824.4 36149.8 13246.2 3923.27 20124.7 8763.33 8817.67 4597.29 3792.67 9322.89 7913.34 22903.7 21051.3 20356.6 694.659 1542.6 2674.58 1787.09 1852.41 1953.12 508.636 11361.3 10906 4220.37 1317.22 696.754 15123.3 internal_count=911180 741515 665744 529192 505268 168791 39041 169665 70163 75771 43696 35406 129750 107618 336477 302814 295897 6917 16258 23924 24678 33663 17085 4186 99502 96330 32075 15756 6076 207332 is_linear=0 shrinkage=0.01 Tree=160 num_leaves=31 num_cat=0 split_feature=9 5 9 9 4 9 9 9 1 9 0 5 1 2 5 1 4 9 9 2 4 4 9 1 2 1 4 0 9 9 split_gain=28300.8 1820.79 1376.81 937.462 1146.44 1115.65 598.841 508.86 490.382 370.096 295.6 260.565 233.866 233.414 231.809 228.657 187.348 173.208 149.462 133.52 122.006 140.377 106.468 103.512 488.395 102.002 95.9059 94.5281 94.4225 172.494 threshold=3.1750000000000003 30.500000000000004 2.1250000000000004 6.0550000000000006 1.5000000000000002 3.8350000000000004 7.3800000000000008 3.5950000000000002 1.0000000180025095e-35 6.2550000000000008 1.0000000180025095e-35 30.500000000000004 0.028778467908902653 0.90943267259056748 1.5000000000000002 0.58374587458745886 2.5000000000000004 2.8250000000000006 4.5750000000000011 0.88029850746268667 5.5000000000000009 3.5000000000000004 4.3150000000000004 0.21089696071163824 0.78956442831215978 0.30795574288724981 2.5000000000000004 1.0000000180025095e-35 5.3350000000000009 5.3450000000000006 decision_type=10 2 10 10 10 10 10 10 2 10 2 2 2 2 2 2 10 10 10 2 10 10 10 2 2 2 10 2 10 10 left_child=2 3 11 5 6 27 15 -3 10 -6 -7 -1 -9 19 18 -5 -15 -4 -10 20 21 -11 -14 24 -16 -13 -19 -2 -20 -30 right_child=1 7 17 4 9 8 -8 12 14 13 -12 25 22 16 23 -17 -18 26 28 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.010164849621255532 -0.00052208249272302264 -0.0001464426575247207 0.0063813398523866654 -0.0023510666905937048 -0.0060272668253291183 0.00098993246946258058 -0.0075488705436942286 -0.0021694037827871067 -0.0022494891290160573 0.0062341821841315403 -0.0041458530053243544 0.0017060685033761136 -0.005519189044628444 0.010993752397643735 0.0083705318647437979 0.0069295399508630222 -0.0080549527673714049 0.0040081458381440952 -0.0059303503101390811 0.011939455039507805 0.010053456417723464 -0.0016376329015042282 -0.0086069701421550709 -0.0073212835578551783 -0.0069903578224951735 0.0075756549386577126 -0.0038815983328092498 0.0026042863569301217 0.0074373677879890979 -0.0041833824886603347 leaf_weight=15969.663207381964 2429.5037963911891 867.64755725488067 5301.2387862280011 580.69725169241428 273.19486525654793 1875.6995437927544 1806.6131851971149 647.59592293575406 2093.3815455138683 891.89844930917025 2784.2591015100479 457.73772355169058 1229.8869933709502 71.480199430137873 248.12273303791881 489.06868163123727 185.94225858896971 4494.7091689929366 5477.5395642779768 483.56710628792644 515.82899104431272 303.67233840748668 12130.696071106941 7586.096069034189 1248.4326401315629 838.27051261812449 159.53923792392015 1606.707204375416 138.70054473727942 1615.5349984019995 leaf_count=97828 23853 9586 33141 6887 4012 15952 33821 9298 23964 6663 30139 3660 20346 406 2001 3155 3420 31542 80885 3424 3076 3943 257718 136716 22822 5147 1678 11588 1203 23306 internal_value=0 -0.0046774 0.00810714 -0.00335812 0.000365886 -0.00412781 -0.00403776 -0.00757796 -0.00497647 0.00501317 -0.00207863 0.00981489 -0.00803826 0.00624306 -0.00571006 0.00189178 -0.00276557 0.00514542 -0.00460256 0.00729958 0.00598856 0.00423476 -0.00832273 -0.00684712 -0.00444359 0.00550257 0.0037377 0.000722441 -0.0052837 -0.00326458 internal_weight=0 47581.8 27221.2 32705.9 5601.96 27104 2876.38 14875.8 23067.8 2725.58 4659.96 17265.7 14008.2 2452.39 18407.8 1069.77 257.422 9955.49 9325.16 2194.97 1711.4 1195.57 13360.6 9082.65 1496.56 1296.01 4654.25 4036.21 7231.78 1754.24 internal_count=911180 738184 172996 441236 68807 372429 43863 296948 336988 24944 46091 106635 287362 20932 290897 10042 3826 66361 129358 17106 13682 10606 278064 161539 24823 8807 33220 35441 105394 24509 is_linear=0 shrinkage=0.01 Tree=161 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 10 1 10 1 0 1 1 0 1 10 1 1 0 10 1 1 3 10 1 1 10 split_gain=78612.6 2945.8 2373.87 247.101 221.386 173.319 162.551 42.8554 33.5833 30.7822 26.2188 21.1656 20.8572 19.7233 21.8098 19.7834 18.5764 18.4477 16.2919 16.228 16.1576 25.9454 15.4407 13.6692 13.3844 12.554 11.5401 11.6169 16.2952 10.9593 threshold=0.094556797295808764 0.94052824378013633 0.0013712961226701001 0.51461192965507518 0.011652591172605703 0.99766892194747936 0.00014260681928130004 0.78322452306747448 0.2688089013099671 0.049213243648409809 0.13712060166532367 9.6955882327165472e-06 0.15018796992481201 1.0000000180025095e-35 0.66522988505747138 0.091372912801484213 1.0000000180025095e-35 0.062895569620253167 0.0043998162727802515 0.15018796992481201 0.11152570480928686 1.0000000180025095e-35 0.97252115607261669 0.31296641791044782 0.38307814674885665 23.500000000000004 0.99977076053619396 0.48581488933601619 0.50144508670520238 0.00048551171494175006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 left_child=2 3 6 8 10 22 11 19 20 17 -4 -1 16 14 15 -7 -9 -6 -12 -5 21 -2 25 -22 -10 -3 -17 -28 -29 -8 right_child=1 5 4 7 9 13 29 12 24 -11 18 -13 -14 -15 -16 26 -18 -19 -20 -21 23 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-0.010502674776855748 0.0057640182728648515 0.012430825130833607 -0.0034134909077668143 0.007302268780330635 -6.0020470429440375e-05 0.012795638045896302 -0.0086526564086722279 0.01165593558767819 0.0050897430849371787 0.00041967458903917831 -0.0063638737062836686 -0.009846704598992442 0.0073875020854705081 0.012767981576086452 0.01271194140596614 0.012545916315529145 0.0076975548859184 -0.0024115508907363581 -0.0046276791212900813 0.0050231076478818252 -0.0010384339600488588 0.0010147726030665118 0.010934905577517251 0.001783247955933806 0.0030381431420403761 0.0087268213035165548 0.014252581101186698 0.012802726025393141 0.014264004323938824 -0.0075657863209891334 leaf_weight=25956.507072877139 238.46368688344955 106.7544369250536 712.75468913465738 466.59096525609493 437.62544623017311 2467.2364803552628 2174.3744257241488 270.47047963738441 647.31527577340603 881.60157202929258 1260.6776901483536 6068.9083142057061 999.60884071886539 9878.4797816872597 3956.8636433780193 657.50765350461006 211.08151325583458 1403.6285658814013 946.07473243027925 945.36327027529478 211.98487575352192 222.22860834747553 2051.4508177191019 903.03830180317163 625.03589332103729 640.54233112931252 4476.4794808030128 1708.9449442028999 1378.8281985670328 1618.1559294983745 leaf_count=514855 1248 465 7020 2006 2919 14681 32412 1145 3319 6483 15822 104456 4509 58586 23432 3080 940 13166 10583 4479 1587 1066 9687 5814 3335 2897 21911 10381 6726 22170 internal_value=0 0.011476 -0.00919683 0.00496443 -0.00316802 0.0128442 -0.0101465 0.00702283 0.00287347 -0.00111692 -0.00508096 -0.0103784 0.00821113 0.0131133 0.0133462 0.013581 0.00992084 -0.00185264 -0.00561954 0.00577627 0.0018977 0.00347308 0.0104866 0.0012468 0.00408191 0.00925595 0.0138167 0.0139271 0.0134553 -0.00818892 internal_weight=0 33064.3 41460.3 5741.18 5642.36 27323.1 35817.9 2893.12 2848.07 2722.86 2919.51 32025.4 1481.16 24524.3 14645.9 10689 481.552 1841.25 2206.75 1411.95 1575.72 460.692 2798.75 1115.02 1272.35 747.297 8221.76 7564.25 3087.77 3792.53 internal_count=911180 181294 729886 29448 55993 151846 673893 13079 16369 22568 33425 619311 6594 138797 80211 56779 2085 16085 26405 6485 9715 2314 13049 7401 6654 3362 42098 39018 17107 54582 is_linear=0 shrinkage=0.01 Tree=162 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 10 10 9 10 10 9 9 9 10 10 9 1 9 1 9 1 10 5 1 1 10 0 5 9 9 split_gain=77543.7 2946.63 2374.76 268.232 242.77 177.3 164.053 162.19 154.66 84.2292 75.6583 53.5091 50.5262 40.0325 39.7647 32.3542 32.0276 26.6193 25.3956 27.042 25.229 23.2165 22.6415 22.1961 26.3657 21.4866 21.4347 20.9766 20.9105 22.247 threshold=0.094556797295808764 0.94052824378013633 0.0013712961226701001 5.6250000000000009 0.65440738201141369 0.99766892194747936 0.00014260681928130004 5.5050000000000008 0.0089773964136838514 0.0070173616986721008 2.6250000000000004 5.5250000000000012 5.4850000000000012 0.99989646673202526 0.3781151175498963 5.3550000000000013 0.80070921985815613 9.0500000000000025 0.62532051282051293 5.6050000000000013 0.75110619469026563 0.026551560498774003 429.50000000000006 0.98936170212765973 1.0000000180025095e-35 9.6955882327165472e-06 1.0000000180025095e-35 4.5000000000000009 5.535000000000001 5.6350000000000007 decision_type=2 2 2 8 2 2 2 8 2 2 10 8 8 2 2 8 2 10 2 10 2 2 2 2 2 2 2 2 8 8 left_child=2 4 6 8 7 15 25 14 -4 -5 -7 -8 -6 -12 23 -3 17 28 -17 -20 -11 -10 -14 24 -2 -1 -22 -15 -9 -30 right_child=1 5 3 9 12 10 11 16 21 20 13 -13 22 27 -16 18 -18 -19 19 -21 26 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.010495164307983558 0.0029982716786966859 0.0094095537900551612 -0.006331093469039548 -0.0021297914180797876 0.0065285647497075041 0.012628813855488563 -0.0087549338880852264 0.017839309047492785 -0.003660287096425257 0.0040365652646321016 0.012291830605444976 -0.0057662108901548178 0.010061756092805607 0.013709879562776774 0.0036750512927412088 0.012419789443815806 0.0010502900326077762 0.014470241900768959 0.011886613497190507 0.0062972360632467641 -0.0040355524491069005 -0.0016955250623323229 -0.005590490861837976 0.0058488177901976392 0.00011030619415531196 -0.009831387571616718 0.0069141919587007604 0.014821424027411668 0.00043473565228117331 0.0074921868661315021 leaf_weight=25716.533438503742 433.12995454668999 1500.6311701536179 2005.8924360610545 487.72458058968186 1557.2689196914434 15010.437976792455 3019.8121398277581 18.23524833470583 1093.2901081740856 606.90335959196091 1523.9428627640009 747.27785725146532 646.19775046408176 5338.9696075022221 1010.1644676327705 943.60890571773052 77.376048639416695 55.532691761851311 184.01775565743446 163.4376298636198 74.907915323972702 1336.7878453433514 9.3757991343736631 95.669496104121208 1170.2049798518419 6017.8359312675893 23.481773041188717 2489.4111786037683 48.113820806145668 623.27139074355364 leaf_count=514855 2029 6684 25140 4406 6834 91879 45138 109 10882 4072 7041 9444 3005 28286 4976 4552 352 265 1055 758 381 10991 50 451 7979 104456 121 11591 311 3087 internal_value=0 0.0114187 -0.00917828 -0.00314385 0.0049119 0.0127952 -0.0101351 0.00328465 -0.00427591 0.00106546 0.0130687 -0.00816206 0.00750898 0.0137747 0.00210385 0.0104081 0.00717388 0.00780975 0.0115687 0.00925746 0.00327505 -0.00257947 0.0098379 0.00116967 0.00089047 -0.0103693 -0.00142228 0.0140633 0.0072734 0.00698643 internal_weight=0 32899 41130.4 5628.99 5744.54 27154.5 35501.5 3531.7 4435.97 1193.02 24362.8 3767.09 2212.84 9352.32 2709.17 2791.7 822.529 745.153 1291.06 347.455 705.293 2430.08 655.574 1699 1603.33 31734.4 98.3897 7828.38 689.62 671.385 internal_count=911180 181294 729886 55993 29448 151846 673893 19559 47013 8980 138797 54582 9889 46918 15435 13049 4124 3772 6365 1813 4574 21873 3055 10459 10008 619311 502 39877 3507 3398 is_linear=0 shrinkage=0.01 Tree=163 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 10 4 4 1 5 4 10 5 4 10 1 1 5 1 5 10 10 1 1 1 3 5 split_gain=76492.3 2946.26 2374.97 238.336 215.961 181.216 165.522 58.7342 55.741 34.9699 34.8152 26.0493 25.7622 23.4636 22.6656 22.3688 21.8683 21.8092 19.8463 18.1313 17.9088 17.2026 20.4217 16.1603 16.0884 15.3529 14.5357 14.1449 20.3004 13.3971 threshold=0.094556797295808764 0.94052824378013633 0.0013712961226701001 0.65440738201141369 0.011652591172605703 0.99766892194747936 0.00014260681928130004 5.5000000000000009 0.2688089013099671 2.5000000000000004 1.5000000000000002 0.13712060166532367 97.500000000000014 1.5000000000000002 0.036334333941340412 1.0000000180025095e-35 2.5000000000000004 9.6955882327165472e-06 0.15018796992481201 0.90508365508365518 455.50000000000006 0.13363095238095238 1.5000000000000002 0.0043998162727802515 0.98755538463592529 0.11055555555555556 0.98936170212765973 0.33460559796437661 23.500000000000004 182.50000000000003 decision_type=2 2 2 2 2 2 2 2 2 8 10 2 2 10 2 2 10 2 2 2 2 2 2 2 2 2 2 2 10 2 left_child=2 3 6 8 11 20 17 -7 16 21 14 -4 13 15 -6 -10 25 -1 -11 -9 24 22 -5 -13 27 29 -27 28 -3 -2 right_child=1 5 4 9 10 7 -8 19 12 18 -12 23 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.010487711681845436 0.0035210476057018171 0.014798613901487402 -0.0033533416545792082 0.0079355166503411439 -0.001408916780216866 0.012777411528025086 -0.0081354029268721033 0.014245571662988612 0.0039908637262060145 0.0078390315239640681 -0.0028722190006384191 -0.0063047974178660638 0.00068340974688284014 0.0027946037413875764 0.00075884336440296823 0.0066028350328809814 -0.0019227184078818189 -0.0098160843376745768 0.0013646118600001054 0.012448533170219185 0.0011971645009508267 0.0072104870612268212 0.011738899828109314 -0.0045687132057963152 0.011182196571993389 0.0011863873587783362 0.0054622118640427529 0.0087059945712248381 0.0099685690000099018 0.014392895179135603 leaf_weight=25478.651559937745 410.52874890714884 102.7754433453083 708.48987943306565 423.98260961472988 1010.8780359253287 19334.539315626025 3741.7698196023703 4219.4533988386393 602.55673281848431 71.695526987314224 784.58800445497036 1248.9217293038964 172.17399969696999 462.2154229581356 922.48704964667559 719.23608465492725 139.92653197795153 5967.199408467859 139.40101104974747 647.627795830369 21.303430303931236 1365.9008110910654 211.64461614191532 939.52204856276512 1349.3991591483355 928.9460304453969 86.946530908346176 743.52595131099224 567.50975947082043 11.656410858035086 leaf_count=514855 1997 438 7020 1854 8458 115044 54582 19898 2716 314 7725 15822 1132 2487 6385 3509 1134 104456 672 3855 92 6164 885 10583 6509 6108 402 3463 2547 74 internal_value=0 0.0113621 -0.00915993 0.00486085 -0.0031203 0.0127466 -0.0101237 0.0130246 0.0032495 0.00743464 -0.00109558 -0.00501993 0.00437745 0.00473396 -0.00037459 0.00541213 0.00185122 -0.0103603 0.00356354 0.0140065 0.0103307 0.00784291 0.00920193 -0.00555948 0.0104012 0.00221843 0.00155234 0.00965569 0.0107092 0.00382122 internal_weight=0 32732.9 40802.5 5746.81 5614.89 26986.1 35187.6 24201.6 3534.19 2212.62 2717.95 2896.93 1956.18 1784.01 1933.37 1321.79 1578 31445.9 211.097 4867.08 2784.51 2001.53 635.627 2188.44 2763.21 1438.08 1015.89 1413.81 670.285 422.185 internal_count=911180 181294 729886 29448 55993 151846 673893 138797 19559 9889 22568 33425 9844 8712 14843 6225 9715 619311 986 23753 13049 8903 2739 26405 12957 8581 6510 6448 2985 2071 is_linear=0 shrinkage=0.01 Tree=164 num_leaves=31 num_cat=0 split_feature=5 2 2 2 2 2 0 5 0 3 5 2 2 5 2 2 3 7 3 5 5 5 3 3 3 2 5 2 5 5 split_gain=8575.13 1084.38 910.455 672.647 681.569 479.632 469.777 440.955 309.384 283.564 245.339 178.482 145.262 143.191 122.697 121.475 113.105 107.959 108.634 107.5 101.417 98.9364 107.381 92.9282 165.018 87.2199 111.063 86.8709 83.9975 107.659 threshold=3.5000000000000004 1.0000000180025095e-35 0.50155279503105599 0.49341991341991348 0.33477011494252878 0.90501253132832093 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 29.500000000000004 31.500000000000004 0.90943267259056748 0.35319472616632858 1.0000000180025095e-35 0.76506899055918665 0.97385509227614497 26.500000000000004 1.0000000180025095e-35 20.500000000000004 1.0000000180025095e-35 31.500000000000004 1.0000000180025095e-35 26.500000000000004 19.500000000000004 28.500000000000004 0.49341991341991348 11.500000000000002 0.75937646507266776 23.500000000000004 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 10 2 10 2 2 2 10 8 10 2 2 2 2 2 left_child=2 20 3 4 7 8 10 9 13 17 12 -7 -3 14 27 23 -9 18 -1 -6 -2 -13 -23 -12 -25 26 -8 -4 29 -14 right_child=1 6 5 -5 19 11 25 16 -10 -11 15 21 28 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.00042421418564272348 0.0043441019609629086 -0.0064003496986121556 7.8558278278978395e-05 0.0065992184189768632 0.00014100868948228485 0.0095965036226735734 0.0025236546760938972 -0.0053372511056979646 0.0030989156610527926 0.0054380088487017168 -0.0074156417055663169 0.0043137163974590782 -0.0004337166260145256 -0.0036121179450867131 -0.0031020325952961585 -0.00096962132865767588 0.00058815526396421586 0.012062976265700845 0.0034713099553955575 -0.0037572423713619308 -0.0035249720888465823 -0.0051088307747150707 0.002313459190225704 -0.0033178434202945036 -0.005913241776262658 0.0019945640209556256 -0.0068305771529094551 0.0077389399723242673 -0.0010530095967527951 -0.0039653683003591069 leaf_weight=1892.6834304258227 1637.1119515113533 1557.9202932044864 4538.1074401177466 7424.9109863601625 2342.8131683729589 480.56189071759582 220.11802024021745 427.92274933680892 2149.4525522403419 9913.3888643123209 2482.6185261048377 2206.241660811007 983.80461799353361 1853.2399390041828 1340.5628112703562 578.02991217747331 1303.1404436454177 116.10519702732563 3064.3344050720334 1013.3993084840477 181.9880896396935 249.82652297988534 886.83916156738997 3185.1151096597314 10610.927004795521 1265.6656859815121 299.80295008420944 153.03006190806627 1647.0293765552342 7039.1492341272533 leaf_count=17794 12661 26622 51998 55211 27072 3836 2320 6949 18800 75165 53311 17204 12430 26398 18648 8186 13924 829 25009 14553 1752 3960 7485 54225 194795 13542 5329 1246 23998 115928 internal_value=0 -0.00393906 0.00297431 0.0040276 0.00307641 0.000884216 -0.00439557 0.00390202 -0.000264174 0.00445399 -0.00471178 0.00389807 -0.00356657 -0.00118096 -0.000433986 -0.00547458 -0.000876619 0.00253113 0.00230787 -0.00103606 0.00355686 0.00307889 0.000682122 -0.00563455 -0.00531404 0.000578032 -0.00287029 0.000328448 -0.00311002 -0.0035323 internal_weight=0 31689.3 41356.6 27498.7 20073.8 13857.9 29870.2 16717.6 10034.4 14986.5 28084.6 3823.47 11227.9 7884.94 6031.7 16856.7 1731.06 5073.12 4957.02 3356.21 1819.1 3342.91 1136.67 16278.7 13796 1785.59 519.921 4691.14 9669.98 8022.95 internal_count=911180 525099 386081 236506 181295 149575 510686 139670 117090 118797 489495 32485 178978 98290 71892 310517 20873 43632 42803 41625 14413 28649 11445 302331 249020 21191 7649 53244 152356 128358 is_linear=0 shrinkage=0.01 Tree=165 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 10 10 10 9 10 9 9 9 10 10 4 4 9 1 5 1 1 9 10 4 4 9 10 5 9 split_gain=75280.2 2944.44 2373.04 264.735 234.218 184.774 166.925 151.439 139.607 81.4935 74.3359 68.3382 54.1017 41.8104 39.8658 37.9777 33.4723 32.9252 29.9888 26.224 24.9166 24.849 27.1771 22.1041 21.9293 21.4452 21.9134 21.1059 20.4682 31.4978 threshold=0.094556797295808764 0.94052824378013633 0.0013712961226701001 5.6250000000000009 0.51461192965507518 0.99766892194747936 0.00014260681928130004 0.0089773964136838514 5.5050000000000008 0.0070173616986721008 8.2700000000000014 2.6250000000000004 5.5250000000000012 0.99989646673202526 0.78322452306747448 2.5000000000000004 2.5000000000000004 5.3550000000000013 0.80070921985815613 22.500000000000004 0.75110619469026563 0.62532051282051293 5.6050000000000013 9.6955882327165472e-06 1.5000000000000002 2.5000000000000004 7.5550000000000006 0.18897357583045957 40.500000000000007 3.8050000000000002 decision_type=2 2 2 8 2 2 2 2 8 2 8 10 8 2 2 10 10 8 2 2 2 2 10 2 10 10 10 2 2 10 left_child=2 4 6 7 8 17 23 -4 15 -5 14 -7 -8 -13 25 27 19 -3 -10 -9 -11 -19 -23 -1 -16 26 -6 -2 -29 -30 right_child=1 5 3 9 10 11 12 16 18 20 -12 13 -14 -15 24 -17 -18 21 -20 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-0.010479770905364396 0.00055690008215152206 0.0092427778701008965 -0.0062734524327640344 -0.0020666290582137246 0.0051615040518294868 0.012554964125748918 -0.008708795451726958 -0.0015609274313853685 0.0075021390810538439 0.0040148502787647382 0.01075293272758481 0.012130255978021623 -0.0056847959130649026 0.01394897483886425 0.0082248010276230726 -0.0031343584531311943 -0.0061013395890192256 0.012272031617281472 6.4615745897409949e-05 -0.0041663646314345076 -0.001412451168216344 0.011788398659557464 0.0061590110471689465 -0.0098001923689885716 0.0052848043291056765 0.00063829716683756516 0.021225164049425271 0.003223199368206493 0.0044692494299910547 -0.0034543215262845452 leaf_weight=25185.409455657005 720.58325181156397 1493.7006607502699 1986.3524604700506 485.13627856597304 1102.1147728264332 14757.481890916824 2974.9917950071394 1681.6855722591281 595.444609567523 606.84964744001627 410.483453348279 1511.1120601445436 738.48714453727007 7730.1155181378126 909.97871485352516 159.45465726405382 238.99598455801606 936.80326689779758 59.643144607543945 501.51803120970726 98.291543319821358 181.58391466736794 162.51039606332779 5909.2173216380179 351.78590156137943 109.06023018807173 8.5581492632627469 1111.414958961308 85.141199693083763 122.13999988138676 leaf_count=514855 4671 6684 25140 4406 4966 91879 45138 13491 3070 4072 2017 7041 9444 39877 3906 1325 2812 4552 271 5570 502 1055 758 104456 1584 567 39 5599 448 985 internal_value=0 0.0113008 -0.00913938 -0.0030969 0.00480536 0.0126948 -0.0101113 -0.00422678 0.00277291 0.00108797 0.00681099 0.0129772 -0.00810742 0.0136516 0.00615892 0.00156564 -0.00254838 0.0102515 0.00682498 -0.00215944 0.00325832 0.0114279 0.00912973 -0.0103506 0.00740512 0.00486978 0.00528528 0.00193314 0.00268517 -0.000199698 internal_weight=0 32519.1 40406.9 5598.83 5745.8 26773.3 34808.1 4408.55 2853.82 1190.28 2891.98 23998.7 3713.48 9241.23 2481.5 2198.73 2422.2 2774.6 655.088 2183.2 705.141 1280.9 344.094 31094.6 1261.76 1219.73 1110.67 2039.28 1318.7 207.281 internal_count=911180 181294 729886 55993 29448 151846 673893 47013 16369 8980 13079 138797 54582 46918 11062 13028 21873 13049 3341 19061 4574 6365 1813 619311 5490 5572 5005 11703 7032 1433 is_linear=0 shrinkage=0.01 Tree=166 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 10 10 9 10 10 9 9 9 4 10 10 4 9 1 4 9 1 1 9 10 10 0 9 9 10 split_gain=74262.8 2943.23 2373.03 260.679 230.08 188.713 168.4 155.898 150.05 79.7928 64.5862 54.1328 50.5374 44.2798 42.521 33.4685 33.0951 32.8981 31.0517 30.4216 25.4822 24.373 24.3571 23.3737 22.4307 21.7743 20.9389 20.0178 21.7287 19.1912 threshold=0.094556797295808764 0.94052824378013633 0.0013712961226701001 5.6250000000000009 0.65440738201141369 0.99766892194747936 0.00014260681928130004 5.5050000000000008 0.0089773964136838514 0.0070173616986721008 2.6250000000000004 5.5250000000000012 7.0550000000000006 2.5000000000000004 0.99989646673202526 0.18897357583045957 2.5000000000000004 5.3550000000000013 0.80070921985815613 1.5000000000000002 9.0500000000000025 0.7696153846153847 0.75110619469026563 6.1150000000000011 9.6955882327165472e-06 0.026551560498774003 1.0000000180025095e-35 5.535000000000001 5.6350000000000007 0.98755538463592529 decision_type=2 2 2 8 2 2 2 8 2 2 10 8 8 10 2 2 10 8 2 10 10 2 2 10 2 2 2 8 8 2 left_child=2 4 6 8 7 17 24 13 -4 -5 -7 -8 19 15 -12 -2 25 29 20 -6 27 -19 -11 -23 -1 -10 -24 -9 -29 -3 right_child=1 5 3 9 12 10 11 18 16 22 14 -13 -14 -15 -16 -17 -18 21 -20 -21 -22 23 26 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.01047243392985249 0.00055117107000297427 0.0081427835922161778 -0.0062421467348403774 -0.0020487281205821043 0.0073442425732087192 0.012522313463265678 -0.008685176324978703 0.017356087716564609 -0.0032532062989335912 0.0039674180419122422 0.012054931142433001 -0.0056527939807287488 0.010543048409092528 -0.00259509150912273 0.013892858852189705 0.0031012277632886426 -0.0060694801741442541 0.011940651547070419 0.00095085661640767927 0.0043807173551501585 0.01409951795150193 0.011705658876818853 -0.0039890961499940121 0.0047715281510177137 -0.0097849006216692447 -0.001242927100413059 0.0068294125040449828 0.0003426399635912568 0.0073034408443332392 0.010423702855866157 leaf_weight=24952.19229183346 720.79141817986965 821.48160041868687 1976.4013313874602 484.48473959043622 1352.1558236032724 14648.547090217471 2953.3599532581866 18.46717444062233 973.95587890222669 607.95814294368029 1505.3774483054876 735.25748011097312 392.20036110281944 193.22920928150415 7683.9570614993572 1799.8801279813051 237.85374269261956 1081.5696991682053 77.239831157028675 465.6874733120203 55.992280691862106 93.430743992328644 74.724893182516098 101.33833584189415 5859.5168475694954 1205.9583969861269 23.521903730928898 48.322519958019257 623.16729857027531 669.5184635668993 leaf_count=514855 4671 3605 25140 4406 5832 91879 45138 109 9447 4072 7041 9444 1916 1524 39877 9240 2812 5350 352 2141 265 511 381 504 104456 9614 121 311 3087 3079 internal_value=0 0.0112458 -0.00912102 -0.00307367 0.0047562 0.0126476 -0.0101 0.00317462 -0.0041983 0.00107669 0.0129346 -0.00808073 0.00728745 0.00201838 0.0135918 0.00237203 -0.00252756 0.0101758 0.00698655 0.00658506 0.00761152 0.0113542 0.00322085 0.00809783 -0.0103417 -0.00214109 -0.00139897 0.00708499 0.00680252 0.00916701 internal_weight=0 32352.4 40085.2 5584.86 5747.13 26605.2 34500.3 3537.09 4394.17 1190.69 23837.9 3688.62 2210.04 2713.9 9189.33 2520.67 2417.77 2767.34 823.189 1817.84 745.949 1276.34 706.205 194.769 30811.7 2179.91 98.2468 689.957 671.49 1491 internal_count=911180 181294 729886 55993 29448 151846 673893 19559 47013 8980 138797 54582 9889 15435 46918 13911 21873 13049 4124 7973 3772 6365 4574 1015 619311 19061 502 3507 3398 6684 is_linear=0 shrinkage=0.01 Tree=167 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 10 9 10 9 10 9 9 10 10 4 2 9 4 4 5 5 9 5 2 9 4 9 10 5 split_gain=73263.9 3357.26 1983.64 275.436 227.984 192.627 134.964 129.411 128.278 110.646 78.0105 61.0073 53.5407 48.762 43.2326 40.7198 39.4117 32.8327 29.9931 24.7888 24.7328 24.178 23.9417 24.7064 23.8002 32.7757 21.7853 21.4124 20.4906 20.3814 threshold=0.068259380757808671 0.94052824378013633 0.00099748477805400022 0.3781151175498963 5.6250000000000009 0.99766892194747936 0.0089773964136838514 5.4750000000000005 6.4727209974080338e-05 5.5050000000000008 0.0055486904457211009 2.6250000000000004 5.5250000000000012 0.78322452306747448 0.99989646673202526 1.5000000000000002 0.95030864197530873 5.3550000000000013 1.5000000000000002 2.5000000000000004 74.500000000000014 455.50000000000006 9.0500000000000025 488.50000000000006 0.37341365461847392 6.1150000000000011 2.5000000000000004 1.8450000000000004 0.18897357583045957 32.500000000000007 decision_type=2 2 2 2 8 2 2 8 2 8 2 10 8 2 2 10 2 8 10 10 2 2 10 2 2 10 10 10 2 2 left_child=2 3 8 7 6 17 -4 15 -1 13 -6 -7 -10 26 -13 20 -12 -3 -15 27 28 24 23 -11 25 -19 -5 -8 -2 -29 right_child=1 5 4 9 10 11 19 -9 12 22 16 14 -14 18 -16 -17 -18 21 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.010382163710076971 0.00094419090741075572 0.0090926773692572346 -0.0063819546140062066 0.0043568434375457271 -0.0027386629890257664 0.012490133244972145 0.0024053869972301177 0.005995641141523976 -0.0091221978281122718 0.0089283658202532479 0.001480709419147525 0.011980502525398175 -0.0064146203390495005 0.0077977045752395399 0.013837640965666953 -0.0016645824102137089 0.0084828377862446788 0.01153901859711899 0.0037790561188653185 -0.0062018044292821463 -0.0019188252705294913 -0.0034618024225019643 0.015598124340528889 -0.0074365144674452552 0.012609192439149325 0.0063067567550430031 -0.00057019124424634662 -0.0021942795146638028 0.0034137504870084484 -0.0048484902448303847 leaf_weight=29046.593953602016 745.16359720379114 1488.1716255694628 2340.0932025648654 1450.6594808846712 508.18177055940032 14539.969866961241 84.691844046115875 621.9858460277319 3781.8219704255462 901.47769732773304 575.65354138985276 1499.6112317740917 905.13227119669318 792.74056120216846 7637.7049767673016 509.10214570909739 93.42934688180685 367.81290322542191 242.54362730681896 201.26065742969513 176.78930857032537 11.027860358357428 54.266045749187469 9.3207530528306943 715.48969775438309 177.49630388617516 95.659115813672543 1402.2135135382414 611.85856394469738 364.51945584639907 leaf_count=593705 4550 6684 30551 6767 4827 91879 420 3287 61000 4273 3962 7041 12808 3413 39877 3929 624 2049 1099 2457 1396 48 227 52 3427 841 577 11984 3124 4302 internal_value=0 0.0110467 -0.00922157 0.00443118 -0.00369295 0.0126011 -0.00474029 0.00200189 -0.0101345 0.00625651 0.00021506 0.0128925 -0.00859932 0.00517659 0.0135328 0.000785955 0.00245847 0.010101 0.00685623 -0.00286877 0.00159934 0.0112808 0.00914535 0.00876089 0.0114097 0.00983594 0.00405204 -0.00250645 0.00205767 -0.00274191 internal_weight=0 32648.9 39303.6 6211.57 5570.04 26437.3 4392.78 2664.9 33733.5 3546.67 1177.26 23677.3 4686.95 2581.6 9137.32 2042.91 669.083 2760 1035.28 2052.69 1533.81 1271.83 965.064 910.798 1260.8 545.309 1546.32 1851.42 1357.02 1766.73 internal_count=911180 184540 726640 32694 59127 151846 49714 16286 667513 16408 9413 138797 73808 11856 46918 12999 4586 13049 4512 19163 9070 6365 4552 4325 6317 2890 7344 16706 7674 16286 is_linear=0 shrinkage=0.01 Tree=168 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 10 10 9 9 10 9 9 10 10 4 9 4 4 5 5 9 5 4 9 9 5 10 10 5 split_gain=72276.6 3353.45 1985.34 270.03 224.869 196.558 133.837 129.556 126.607 108.929 76.4769 57.5938 53.6643 47.9196 43.9453 39.9042 32.806 29.4696 24.5274 24.2263 23.8189 23.2172 24.2329 21.3673 21.3106 20.8835 26.614 20.4975 19.3096 17.7844 threshold=0.068259380757808671 0.94052824378013633 0.00099748477805400022 0.3781151175498963 5.6250000000000009 0.99766892194747936 0.0089773964136838514 6.4727209974080338e-05 5.4750000000000005 5.5050000000000008 0.0055486904457211009 2.6250000000000004 5.5250000000000012 0.78322452306747448 0.99989646673202526 1.5000000000000002 5.3550000000000013 1.5000000000000002 2.5000000000000004 76.500000000000014 455.50000000000006 9.0500000000000025 488.50000000000006 3.5000000000000004 4.205000000000001 9.0500000000000025 16.500000000000004 0.18897357583045957 0.98755538463592529 4.5000000000000009 decision_type=2 2 2 2 8 2 2 2 8 8 2 10 8 2 2 10 8 10 10 2 2 10 2 10 10 10 2 2 2 2 left_child=2 3 7 8 6 16 -4 -1 15 13 -6 -7 -9 23 -13 19 28 -15 24 27 -18 22 -11 -5 -8 -12 -27 -2 -3 -16 right_child=1 5 4 9 10 11 18 12 -10 21 25 14 -14 17 29 -17 20 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.010373850921654276 0.00091871384430413598 0.0079905926633994477 -0.0063509241120166529 0.0042356040652511574 -0.0027162509422977645 0.012458414477061659 -0.0013357946923886544 -0.0091014782824043409 0.0059283650668340657 0.008847409098932519 0.0018567909932825386 0.011906947359471847 -0.0063831561248788382 0.00772128721647093 0.013451095532698827 -0.0016496103292835686 0.011337147328573381 0.0037387779728568645 -0.0061703373576312082 -0.0019289277447491749 -0.0034302213036465612 0.015407833911261005 -0.0073884774934923608 -0.002064847513509791 -0.0034885635278744586 -0.002077741235488179 0.012042215452945815 0.0033853251748019366 0.010283151478897768 0.014488499941667225 leaf_weight=28780.504236258566 746.42104765027761 819.43060581386089 2328.0720260366797 1491.7290426939726 507.2557493634522 14431.760788172483 860.65160003304482 3752.6732130013406 622.74993625283241 900.63349168747663 605.86638632416725 1493.8154324442148 900.52114484831691 792.58121809363365 5160.407456740737 508.58818485587835 1256.2054265290499 242.70419383049011 200.26914833113551 174.18425481021404 11.018146425485609 54.386268928647041 9.2877056002616865 55.842785909771919 987.36904857680202 18.964168779551983 45.081960953772068 614.05502148717642 665.9960360378027 2430.9632060825825 leaf_count=593705 4558 3605 30551 7019 4827 91879 6100 61000 3287 4273 4080 7041 12808 3413 28286 3929 6317 1099 2457 1378 48 227 52 325 10606 174 332 3134 3079 11591 internal_value=0 0.0109925 -0.00920384 0.00438574 -0.00366698 0.0125551 -0.0047106 -0.0101235 0.00198104 0.00619307 0.000212899 0.0128511 -0.00857541 0.00512232 0.0134748 0.000777958 0.0100268 0.00678766 -0.00284622 0.00158246 0.0112087 0.00906104 0.00868169 0.00400826 -0.00248599 0.00243084 0.00786127 0.00203203 0.00901847 0.0137833 internal_weight=0 32482.8 38987.2 6213.16 5553.53 26269.6 4376.36 33433.7 2666 3547.16 1177.17 23516.9 4653.19 2582.86 9085.19 2043.25 2752.65 1035.29 2048.29 1534.66 1267.22 964.307 909.921 1547.57 1848.02 669.913 64.0461 1360.48 1485.43 7591.37 internal_count=911180 184540 726640 32694 59127 151846 49714 667513 16286 16408 9413 138797 73808 11856 46918 12999 13049 4512 19163 9070 6365 4552 4325 7344 16706 4586 506 7692 6684 39877 is_linear=0 shrinkage=0.01 Tree=169 num_leaves=31 num_cat=0 split_feature=9 5 9 9 4 9 9 9 9 2 2 5 9 9 5 2 2 5 2 4 9 2 9 4 4 9 5 3 9 9 split_gain=25232 1660.41 1275.06 827.673 1011.53 999.001 535.984 479.415 328.843 261.288 312.055 232.74 218.197 318.842 295.023 205.96 192.221 192.101 184.346 170.136 156.765 125.019 111.708 107.944 120.947 101.289 94.8851 94.4058 90.0374 87.6315 threshold=3.1750000000000003 30.500000000000004 2.1250000000000004 6.0550000000000006 1.5000000000000002 3.8350000000000004 7.3800000000000008 4.1150000000000011 6.2550000000000008 1.0000000180025095e-35 0.99938118811881205 30.500000000000004 4.995000000000001 4.9850000000000012 17.500000000000004 0.90943267259056748 0.41625412541254131 1.5000000000000002 0.97385509227614497 2.5000000000000004 2.8250000000000006 0.88029850746268667 5.3350000000000009 5.5000000000000009 3.5000000000000004 5.5050000000000008 1.5000000000000002 29.500000000000004 3.5950000000000002 2.1250000000000004 decision_type=10 2 10 10 10 10 10 10 10 2 2 2 10 10 2 2 2 2 2 10 10 2 10 10 10 10 2 10 10 8 left_child=2 3 11 5 6 -2 16 28 -6 22 12 29 13 17 -15 21 -5 -11 -9 -17 -4 23 -7 24 -10 26 -14 -13 -3 -1 right_child=1 7 20 4 8 9 -8 18 15 10 -12 27 25 14 -16 19 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0085662254924692566 0.0006757903462942654 -7.15668206200261e-05 0.0061365529905942021 0.0055018507783345496 -0.005873713462024123 -0.0034684384194499209 -0.0073847729710508634 -0.0083531383639772142 0.0059430257376823373 -0.0035745533942588559 -0.00071576397937414657 0.0087923854126232392 -0.0060850132201864526 -0.007834225270911906 0.0092276608882848922 0.010604076071337603 -0.0032416598778218352 -0.0070001464401296225 -0.0021135389619361088 -0.0079643569793766862 0.0035684901671364727 0.011688727053083272 0.00041584581612756877 0.0096588944211663148 -0.0015257644861263523 -0.0047799555769805083 -0.0083761394771320451 0.0031605722186425866 -0.0046968047350457029 0.01031810642345524 leaf_weight=3820.9691146090627 3882.731312610209 832.15233193710446 5077.6049378141761 589.30604897066951 259.27969335019588 3071.5729651488364 1691.4538409784436 11756.309137094766 856.90570435672998 4028.2371516190469 1346.3618165068328 491.21029649674892 3434.6928579881787 150.74525947123766 309.25380354374647 68.816959012299776 438.5537005700171 2757.7695492245257 493.37037758156657 174.39551203325391 4469.3155774734914 448.90358049422503 975.54874319210649 490.34923372045159 290.26164591684937 2064.1065407693386 3815.6857731342316 755.34934785217047 851.57862742245197 11297.802604712546 leaf_count=24130 35441 9586 33141 4057 4012 33918 33821 265408 6663 54295 12810 3061 55808 2535 2355 406 5985 50377 7708 3420 33220 3424 9038 3076 3943 37084 78768 5746 14246 73698 internal_value=0 -0.00454475 0.00783865 -0.00326106 0.000335436 -0.00399997 -0.00392392 -0.00741413 0.00480933 -0.00482692 -0.00534556 0.00953292 -0.00572196 -0.00442054 0.00363635 0.00599832 0.00177128 -0.00496668 -0.00810183 -0.00271042 0.00493433 0.00701349 -0.00253214 0.00573183 0.00405324 -0.00673437 -0.00729077 0.0053798 -0.00241087 0.00987535 internal_weight=0 45078.3 25912.3 31144.9 5308.23 25836.7 2719.31 13933.4 2588.91 21954 17906.9 16365.3 16560.5 7246.01 459.999 2329.63 1027.86 6786.01 12249.7 243.212 9546.92 2086.42 4047.12 1637.52 1147.17 9314.49 7250.38 1246.56 1683.73 15118.8 internal_count=911180 738184 172996 441236 68807 372429 43863 296948 24944 336988 294032 106635 281222 109562 4890 20932 10042 104672 273116 3826 66361 17106 42956 13682 10606 171660 134576 8807 23832 97828 is_linear=0 shrinkage=0.01 Tree=170 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 10 10 9 9 10 9 9 10 10 2 9 5 2 9 1 9 9 1 9 5 9 5 9 10 split_gain=70935.5 3324.45 1984.35 264.46 218.096 197.816 132.81 130.494 122.121 105.571 75.018 56.3879 53.292 47.7503 44.0951 38.1921 32.2746 26.7223 24.5286 24.2087 23.8278 23.2084 22.7013 22.5677 22.5233 22.2281 20.8445 20.5373 20.2894 19.0595 threshold=0.068259380757808671 0.94052824378013633 0.00099748477805400022 0.3781151175498963 5.6250000000000009 0.99766892194747936 0.0089773964136838514 6.4727209974080338e-05 5.4750000000000005 5.2550000000000008 0.0055486904457211009 2.6250000000000004 5.5250000000000012 0.78322452306747448 0.99989646673202526 0.95030864197530873 5.3550000000000013 438.50000000000006 0.16749174917491746 9.0500000000000025 0.7696153846153847 6.1150000000000011 4.3750000000000009 0.91759259259259263 4.205000000000001 455.50000000000006 4.8550000000000013 6.5000000000000009 4.8950000000000005 0.98755538463592529 decision_type=2 2 2 2 8 2 2 2 8 8 2 10 8 2 2 2 8 2 2 10 2 10 10 2 10 2 10 2 10 2 left_child=2 3 7 8 6 16 -4 -1 18 13 -6 -7 -9 22 -13 -12 29 19 -2 -11 25 -22 -5 -10 -8 27 -24 -18 -28 -3 right_child=1 5 4 9 10 11 24 12 23 17 15 14 -14 -15 -16 -17 20 -19 -20 -21 21 -23 26 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.010363501874801036 0.002779640714590722 0.0079333708127161656 -0.0063107989352898511 0.0047945537742198254 -0.0027212240047341887 0.012405033972419923 -0.0016409726807375036 -0.0090776090254968064 0.0064028158686914903 0.0083532601410492846 0.0014130581610803613 0.011841724105208187 -0.0063603224770429848 0.0066488973976732311 0.013726145399418761 0.0082854312674451244 0.010959393376929154 -0.0056310757949320604 0.00018314497807046847 0.015204605472692239 0.011526339610822013 0.0045621141081402302 -0.00078581577475634169 -0.0006826036629453509 -0.0037544769427061589 -0.0027533919224956792 0.0096997642129504624 0.014017771230410652 0.0026269641307583415 0.010214735182923507 leaf_weight=28385.805900767446 473.93303550034761 817.55681855976582 2310.9621805213392 808.34981869161129 506.70676902681589 14243.23085218668 911.8610230833292 3714.8166994787753 573.41666980832815 1165.887424364686 576.34002520143986 1486.8501700013876 895.80505506321788 917.97255945205688 7532.8327534943819 94.062671668827534 745.3361564129591 13.232828274369238 1566.082955121994 53.959665223956108 91.594055503606796 100.19963175058365 166.44781742244959 48.776664473116398 1127.9306881725788 10.511855140328406 45.549916744232178 311.25407919287682 370.15327300876379 663.31724864244461 leaf_count=593705 2327 3605 30551 3566 4827 91879 6594 61000 3072 5553 3962 7041 12808 4006 39877 624 3994 75 10672 225 511 504 865 215 12569 46 222 1310 1896 3079 internal_value=0 0.0109282 -0.00918111 0.00435056 -0.00363617 0.0124975 -0.00466934 -0.0101101 0.00196918 0.00614066 0.000182557 0.0127968 -0.00854966 0.0048788 0.0134155 0.00237731 0.00995596 0.008503 0.000786358 0.00865633 0.0111331 0.00788799 0.00371023 0.00584736 -0.00280966 0.0117164 0.00220459 0.0118603 0.00340195 0.00895525 internal_weight=0 32206.4 38524.3 6203.76 5527.86 26002.7 4350.75 32996.4 2662.21 3541.55 1177.11 23262.9 4610.62 2308.47 9019.68 670.403 2739.77 1233.08 2040.02 1219.85 1258.9 191.794 1390.5 622.193 2039.79 1067.1 582.151 1056.59 415.703 1480.87 internal_count=911180 184540 726640 32694 59127 151846 49714 667513 16286 16408 9413 138797 73808 10555 46918 4586 13049 5853 12999 5778 6365 1015 6549 3287 19163 5350 2983 5304 2118 6684 is_linear=0 shrinkage=0.01 Tree=171 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 10 10 10 9 9 9 4 9 10 10 1 10 1 4 9 9 4 4 9 1 9 9 0 split_gain=69980.5 3321.28 1985.99 259.654 215.096 202.073 159.084 131.782 131.696 73.5474 71.0875 61.57 53.4122 44.3539 41.4374 36.8864 29.847 27.7531 27.4171 25.7879 24.1298 24.0644 26.6364 20.6442 20.5636 20.7418 20.5416 20.2568 20.1281 19.766 threshold=0.068259380757808671 0.94052824378013633 0.00099748477805400022 0.51461192965507518 5.6250000000000009 0.99894970655441295 5.4750000000000005 6.4727209974080338e-05 0.0089773964136838514 0.0055486904457211009 8.2700000000000014 2.6250000000000004 5.5250000000000012 2.5000000000000004 5.3550000000000013 0.78322452306747448 0.18897357583045957 0.80070921985815613 0.99997490644454967 0.75110619469026563 2.5000000000000004 3.7050000000000005 4.8650000000000011 1.5000000000000002 2.5000000000000004 7.5550000000000006 0.7696153846153847 6.1150000000000011 1.8450000000000004 1.0000000180025095e-35 decision_type=2 2 2 2 8 2 8 2 2 2 8 10 8 10 8 2 2 2 2 2 10 10 10 10 10 10 2 10 10 2 left_child=2 3 7 6 8 14 13 -1 -4 -6 15 -7 -9 16 21 24 -2 -8 -13 -11 28 -3 -23 -17 25 -5 -16 -28 -10 -21 right_child=1 5 4 10 9 11 17 12 20 19 -12 18 -14 -15 26 23 -18 -19 -20 29 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.010355285361259063 0.00028523478460578902 0.010236583271623041 -0.0062798282751905668 0.0049159452771096474 -0.0026989155068156074 0.012384150314643771 0.0069230143186369336 -0.0090568368686861894 0.0023246624461724253 0.0031931544959350705 0.010400073065287634 0.012290351089428343 -0.0063288822650487114 -0.0034798928271470579 0.011825992734661868 0.0078651575224327162 0.0025567097086086027 0.00028857158052063319 0.013735140722681829 -0.0044455640802471726 -0.0061036722696877757 0.0056553474013538094 0.0092985549064999885 0.005013703413371649 0.00049108944736617882 0.020445563698972675 0.011881911367175355 0.0063925110260364369 -0.0026602745175793763 0.0062379338482673454 leaf_weight=28125.549689948559 1033.0734748020768 899.5808629244566 2299.1948827542365 1104.7585316896439 505.79073226079345 13906.333460792899 714.29952422529459 3686.2467156425118 84.924403250217438 566.54569032415748 402.16322845220566 1619.752382799983 891.2754025273025 188.88000553846359 1346.6976448148489 908.47808890044689 1314.5818082764745 69.157076306641102 6945.465790964663 82.75447578728199 198.05244385078549 327.63302505016327 517.91361828148365 352.38713522255421 109.28209138661623 8.6680213958024961 120.36180725693703 152.26645702123642 1752.6236786544323 21.900956645607948 leaf_count=593705 6924 4522 30551 4966 4827 90412 3753 61000 420 4039 2017 7905 12808 1636 6873 3906 6984 318 37151 430 2457 1357 2140 1584 567 39 687 799 16286 117 internal_value=0 0.0108749 -0.0091633 0.00430568 -0.00361039 0.0124527 0.00239864 -0.0100992 -0.00463977 0.000180722 0.0064997 0.012795 -0.00852569 0.00118208 0.0101671 0.00586812 0.00155716 0.00633738 0.0134619 0.0023507 -0.00278733 0.00909811 0.00788688 0.00706823 0.00463056 0.00503684 0.0113192 0.00881601 -0.00242989 -0.00220986 internal_weight=0 32041.7 38214.9 6205.73 5511.79 25836 3319.99 32703.1 4334.8 1176.99 2885.74 22471.6 4577.52 2536.54 3364.45 2483.57 2347.66 783.457 8565.22 671.201 2035.6 1745.13 845.547 1260.87 1222.71 1113.43 1619.33 272.628 1837.55 104.655 internal_count=911180 184540 726640 32694 59127 151846 19615 667513 49714 9413 13079 135468 73808 15544 16378 11062 13908 4071 45056 4586 19163 8019 3497 5490 5572 5005 8359 1486 16706 547 is_linear=0 shrinkage=0.01 Tree=172 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 10 10 9 9 10 9 9 10 9 4 4 10 5 1 9 5 4 5 5 1 9 5 1 1 split_gain=69040.1 3317.54 1987.58 254.935 212.135 206.106 133.073 130.582 116.682 103.414 72.1042 58.431 53.5297 48.8148 41.347 38.2962 28.2322 27.9196 27.6331 25.233 24.3229 45.3127 23.8726 23.3545 22.6083 28.6683 26.0263 23.8375 21.5992 21.3118 threshold=0.068259380757808671 0.94052824378013633 0.00099748477805400022 0.3781151175498963 5.6250000000000009 0.99894970655441295 6.4727209974080338e-05 0.0089773964136838514 5.4750000000000005 5.6250000000000009 0.0055486904457211009 2.6250000000000004 5.5250000000000012 0.78322452306747448 5.3550000000000013 1.5000000000000002 2.5000000000000004 0.99997490644454967 786.50000000000011 0.75110619469026563 3.7050000000000005 15.500000000000002 2.5000000000000004 74.500000000000014 9.5000000000000018 0.80810147299509005 5.7750000000000012 438.50000000000006 0.91759259259259263 0.98936170212765973 decision_type=2 2 2 2 8 2 2 2 8 8 2 10 8 2 8 10 10 2 2 2 10 2 10 2 2 2 10 2 2 2 left_child=2 3 6 8 7 14 -1 -4 15 13 -6 -7 -8 -5 20 23 -15 -13 29 -12 -3 -22 -9 -2 26 27 -11 -26 -10 -16 right_child=1 5 4 9 10 11 12 22 28 24 19 17 -14 16 18 -17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.010347112379594528 0.0019998750854374257 0.010176682692383423 -0.0062488925864504583 0.0039175425330830209 -0.002676754569421081 0.012354154485046493 -0.009036050158693458 -0.0024098112740739688 0.0062522646537106746 0.0093331799000677534 0.0031561526308761263 0.012222825062599012 -0.006297479952928218 0.0071147482307358147 0.011809962578284825 -0.0016147946122663695 0.00052946981307669231 0.013684342567639013 -0.0073861694266081921 -0.0021895765505257738 0.0088789320905720837 0.0027878484475011671 -0.0060723320095973244 -0.0018715715761743747 0.012736032061442261 -0.0016646200517386731 0.0049420849392165008 -0.0035937035822847774 -0.00067866259089700441 0.0085003083539185471 leaf_weight=27867.580461040139 1358.4639907851815 895.84586137533188 2287.5301246121526 1585.8799942731857 504.8829824142158 13801.223919838667 3657.9214653782547 1834.3484556153417 575.05824906378984 414.44385169446468 567.45125739648938 1612.4504931122065 886.78511704877019 996.57368588447571 1378.4511561393738 506.76507075130939 69.652324199676514 6901.7550078853965 7.9165940731763831 104.5705578699708 697.07035970687866 148.07672365009785 197.08872361853719 176.00945845246315 249.98805076628923 15.940665334463118 200.17272038757801 9.2707974761724454 48.776718586683273 226.53519557416439 leaf_count=593705 7674 4522 30551 7529 4827 90412 61000 16706 3072 2110 4039 7905 12808 4323 7048 3929 327 37151 34 547 2884 613 2457 1396 1136 73 859 51 215 1277 internal_value=0 0.0108223 -0.00914547 0.00426175 -0.00358473 0.0124087 -0.0100884 -0.0046103 0.0019254 0.00601971 0.000178901 0.0127561 -0.00850169 0.00502997 0.0100973 0.000768662 0.00668456 0.0134076 0.0112509 0.00232433 0.00902864 0.00781172 -0.00276515 0.00155581 0.00896967 0.0113518 0.00790306 0.0121521 0.00571035 0.0113428 internal_weight=0 31876.3 37908.2 6207 5495.87 25669.3 32412.3 4318.97 2665.07 3541.92 1176.9 22315.4 4544.71 2652.11 3353.9 2041.24 1066.23 8514.21 1612.9 672.022 1740.99 845.147 2031.44 1534.47 889.816 275.2 614.617 259.259 623.835 1604.99 internal_count=911180 184540 726640 32694 59127 151846 667513 49714 16286 16408 9413 135468 73808 12179 16378 12999 4650 45056 8359 4586 8019 3497 19163 9070 4229 1260 2969 1187 3287 8325 is_linear=0 shrinkage=0.01 Tree=173 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 9 9 10 10 10 9 9 9 9 2 10 10 10 1 9 2 9 1 9 2 9 1 9 9 1 split_gain=68112.6 3314.26 1989.21 250.56 210.026 209.197 152.418 134.366 129.487 70.6896 70.4536 55.4298 53.6446 41.2337 36.8272 35.624 29.2674 28.4237 26.6131 24.5393 38.5226 22.2024 19.8883 20.231 18.609 18.2923 18.0156 16.5389 24.6578 16.191 threshold=0.068259380757808671 0.94052824378013633 0.00099748477805400022 0.51461192965507518 0.99894970655441295 5.6250000000000009 5.4750000000000005 6.4727209974080338e-05 0.0089773964136838514 0.0055486904457211009 8.2700000000000014 2.6250000000000004 5.5250000000000012 5.3550000000000013 0.95030864197530873 0.78322452306747448 0.18897357583045957 0.99997490644454967 0.80070921985815613 3.7050000000000005 0.19929078014184398 4.1150000000000011 0.7696153846153847 6.1150000000000011 0.87439320388349528 9.0500000000000025 0.062895569620253167 7.0450000000000008 3.3550000000000004 0.50144508670520238 decision_type=2 2 2 2 2 8 8 2 2 2 8 10 8 8 2 2 2 2 2 10 2 10 2 10 2 10 2 10 10 2 left_child=2 3 7 6 13 8 16 -1 -4 -7 15 -6 -9 19 -11 -5 -2 -13 25 -3 -21 29 -15 -24 -17 -8 -27 28 -19 -10 right_child=1 4 5 10 11 9 18 12 21 14 -12 17 -14 22 -16 24 -18 27 -20 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.010338982102657648 -4.8247910290797825e-05 0.010117286774827886 -0.0062179922551991494 0.0045331853126394364 0.012324581426638002 -0.002654740734052446 0.0063080577644234106 -0.0090152477594167956 -0.00067386644315257558 0.0013508338213646573 0.010273756194696152 0.012156081698233678 -0.0062661159458018735 0.01168410933428971 0.0080753382477810071 0.0064438527179949533 0.002113268115905976 0.013265030723147811 0.00027248316243023827 0.010898340145020136 0.0062952637265512104 -0.0036545395373226409 0.011791891409327212 0.0062821987633188978 0.0099772881799187162 0.014839791804028725 -0.00065088599595985802 0.012396986251651549 0.014566874214966847 -0.0036745902646888508 leaf_weight=27611.881010700017 1124.864854902029 892.11284346878529 2275.967171061784 1224.6077930629253 13696.521661475301 503.98345182090998 661.07375258952379 3629.8392705731094 621.77701442688704 578.03735696151853 399.21943710744381 1605.127436503768 882.33391569182277 1336.0379568040371 94.798523008823395 1088.3619635403156 1413.6846651062369 3356.9998546391726 69.14726435393095 264.89290463924408 579.66906000673771 1152.6908902451396 119.15141561627388 151.23159216344357 172.69934412837029 46.000697433948517 8.972005680203436 933.22818990796804 2567.7840820550919 252.97136558592319 leaf_count=593705 7804 4522 30551 5572 90412 4827 3482 61000 4356 3962 2017 7905 12808 6873 624 4765 7740 18467 318 1113 2384 12924 687 799 725 218 53 6484 12200 1883 internal_value=0 0.0107701 -0.00912758 0.00421802 0.0123652 -0.0035591 0.00234644 -0.0100775 -0.0045808 0.000177102 0.00637431 0.0127177 -0.00847767 0.0100288 0.00229828 0.00574803 0.00115547 0.013354 0.00619686 0.0089607 0.007739 -0.00274293 0.0111836 0.00871019 0.00692775 0.00676896 0.0123116 0.0136343 0.0138292 -0.00154166 internal_weight=0 31711.4 37604.3 6208.63 25502.8 5480.23 3323.74 32124.1 4303.41 1176.82 2884.89 22159.7 4512.17 3343.1 672.836 2485.67 2538.55 8463.14 785.194 1736.67 844.562 2027.44 1606.42 270.383 1261.06 716.046 54.9727 6858.01 5924.78 874.748 internal_count=911180 184540 726640 32694 151846 59127 19615 667513 49714 9413 13079 135468 73808 16378 4586 11062 15544 45056 4071 8019 3497 19163 8359 1486 5490 3753 271 37151 30667 6239 is_linear=0 shrinkage=0.01 Tree=174 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 9 10 10 10 9 10 9 9 4 10 10 9 5 9 4 5 9 9 4 9 5 9 9 5 4 split_gain=67197.8 3313.77 1990.64 343.435 206.3 162.886 135.679 128.376 119.937 72.0913 69.3045 54.0375 52.4853 51.018 42.8125 28.8937 24.0447 23.8004 29.2694 23.6289 23.6204 23.7032 23.4806 22.8458 37.586 20.8499 20.1232 19.9347 24.9194 17.4292 threshold=0.068259380757808671 0.97252115607261669 0.00099748477805400022 0.65440738201141369 5.6250000000000009 5.5050000000000008 5.9116524425917312e-05 0.0089773964136838514 0.99894970655441295 7.0550000000000006 0.0055486904457211009 5.5250000000000012 2.6250000000000004 2.5000000000000004 0.18897357583045957 0.99997490644454967 5.535000000000001 101.50000000000001 3.1750000000000003 2.5000000000000004 371.50000000000006 4.0550000000000006 5.5150000000000006 2.5000000000000004 5.0150000000000006 32.500000000000007 9.0500000000000025 9.0500000000000025 16.500000000000004 2.5000000000000004 decision_type=2 2 2 2 8 8 2 2 2 8 2 8 10 10 2 2 8 2 10 10 2 10 8 10 10 2 10 10 2 8 left_child=2 3 6 5 7 13 -1 -4 20 23 -6 -8 -10 14 -2 -14 -7 -16 -19 25 22 -22 -3 -5 -25 -9 -18 -12 -29 -11 right_child=1 8 4 9 10 16 11 19 12 29 27 -13 15 -15 17 -17 26 18 -20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-0.010336878544959491 0.00034859976695227149 0.009614952620335647 -0.0061871276886031135 0.0067588269234043832 -0.0026328734627593209 0.017050932855126238 -0.009019898266757153 -0.0018255861974809664 0.012295423522739036 0.011333836060958368 0.0017107277692331474 -0.0063017251952173841 0.01209010149482281 -0.0029704536525170335 0.0032579829722965566 0.013584205562177725 0.0056998191547749464 0.0069523885106348307 -0.0030492442757022466 -0.0060243224870585727 0.012255186316103103 -0.0066715847163074521 0.011529461932360641 -0.0023557690715868143 0.0066999067415577165 -0.0044725357063749444 0.011268408974539307 -0.0020963836594006377 0.011521326200906354 0.0066282287752582195 leaf_weight=27183.595678310841 1040.2739877030253 1374.5223038047552 2264.5052856057882 2196.7543226480484 503.09207794070244 20.607632406055927 3745.9398091584444 1453.5318867862225 13592.235062763095 447.41871893405914 608.66302325949073 908.81896584108472 1597.7852049469948 226.0910716354847 1643.0625694468617 6814.7079414278269 843.81977931410074 38.079966858029366 126.32594548910856 195.61080068349838 11.281154349446298 16.003851220011711 1199.7860681265593 75.149507910013199 117.49181842803955 374.19603338092566 70.300837844610214 18.991454355418682 45.952757351100445 95.516874626278877 leaf_count=590450 6979 6430 30551 9566 4827 124 63687 12303 90412 2356 4080 13376 7905 1865 8127 37151 4263 177 936 2457 49 67 6470 344 541 4403 334 174 332 444 internal_value=0 0.0107183 -0.00910971 0.00461591 -0.0035337 0.0027134 -0.0100667 -0.00455156 0.0124396 0.00721668 0.000175323 -0.00848919 0.0126796 0.0016018 0.0019648 0.0133004 0.00636889 0.002895 -0.00073265 -0.00272103 0.0104091 0.00115381 0.0105072 0.00646926 0.00316728 -0.0023675 0.00612807 0.00227266 0.00753914 0.010506 internal_weight=0 31547.2 37302.9 6940.89 5464.54 4008.56 31838.4 4287.84 24606.3 2932.33 1176.7 4654.76 22004.7 3073.83 2847.74 8412.49 934.728 1807.47 164.406 2023.34 2601.59 27.285 2574.31 2389.4 192.641 1827.73 914.121 673.607 64.9442 542.936 internal_count=911180 184540 726640 36056 59127 22805 667513 49714 148484 13251 9413 77063 135468 18084 16219 45056 4721 9240 1113 19163 13016 116 12900 10451 885 16706 4597 4586 506 2800 is_linear=0 shrinkage=0.01 Tree=175 num_leaves=31 num_cat=0 split_feature=5 1 4 4 1 1 1 1 1 5 3 1 5 1 1 5 5 4 4 3 5 1 3 5 7 3 1 4 1 1 split_gain=7335.18 840.159 776.434 687.484 560.751 470.122 439.549 558.46 378.257 310.508 260.42 344.15 228.715 211.387 167.281 164.926 146.168 140.159 134.597 129.174 123.392 141.781 121.158 97.5578 94.1597 90.0113 89.1707 87.5044 83.0544 79.6837 threshold=3.5000000000000004 0.98936170212765973 2.5000000000000004 1.5000000000000002 0.48581488933601619 0.091372912801484213 0.50144508670520238 0.66522988505747138 0.028778467908902653 28.500000000000004 27.500000000000004 0.081725417439703116 1.5000000000000002 0.028778467908902653 0.066767983789260368 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 5.5000000000000009 29.500000000000004 4.5000000000000009 0.26944684528954194 20.500000000000004 289.50000000000006 1.0000000180025095e-35 20.500000000000004 0.24494897959183673 4.5000000000000009 0.23271742593182543 0.34556677890011228 decision_type=2 2 10 10 2 2 2 2 2 2 8 2 2 2 2 2 2 10 10 8 2 2 8 2 2 8 2 10 2 2 left_child=2 3 4 13 5 10 -6 25 -4 18 11 12 24 -2 -15 19 22 -11 20 -9 21 26 -7 -16 -1 -8 -5 -10 -24 -30 right_child=1 -3 8 9 6 16 7 15 27 17 -12 -13 -14 14 23 -17 -18 -19 -20 -21 -22 -23 28 -25 -26 -27 -28 -29 29 -31 leaf_value=0.00017304345940369315 0.0008833145057202484 0.0040744409791936094 0.0030703456439153381 -0.0035948937193498909 0.0064950678500131764 -0.0025634054968798198 -0.0044405286103383632 0.0031203910694366523 -0.005343969675306307 -0.0061311667302193845 0.0042616338088571123 0.010718411672545301 -0.0075649356445511686 -0.0071857049982245414 -0.0027515262710848688 0.00020851464747926725 -0.0021871870335050856 -0.0090914677661416438 0.0037137187049050579 0.0061202441484338376 -0.0051458265999282252 -0.0056831284696798271 -0.0010635671851991707 -0.0056031892794065567 0.011876952042550789 0.00025700246001421822 0.008543847413731492 0.0008685858183849303 0.0033208580878644977 0.00065993895004917659 leaf_weight=1450.2224278785288 1335.0117557086051 1300.8867830112576 965.8752198331058 87.20372861623764 6906.7292906977236 837.20704942569137 495.53022412210703 2100.0267684943974 1754.5110501237214 3346.2100667729974 8299.6454726271331 282.95840736851096 425.54782730340958 1015.5107643343508 14048.724501945078 744.95034658908844 1883.863124076277 3063.7372606545687 213.27292280644178 4535.4791734293103 3362.9417064934969 233.38933126628399 1017.8805673196912 1311.6906971521676 72.159241959452629 2306.704043071717 197.74670687317848 260.36436232551932 2447.9212487749755 2083.0543434359133 leaf_count=15203 15674 10668 8500 1184 54229 12284 8240 18120 28886 71731 68019 2427 8626 22739 227021 8489 26024 78839 2216 36246 64151 4166 13143 25330 545 27641 1380 2760 23135 23564 internal_value=0 -0.00378286 0.0028294 -0.00414512 0.00323671 0.00204498 0.00454776 0.00322694 -0.00207476 -0.00617197 0.00344633 0.000413112 -0.00108385 -0.00294298 -0.00325491 0.00466997 0.000260564 -0.00754609 -0.00402081 0.00517084 -0.00444582 9.57827e-05 0.00098264 -0.00299504 0.000727796 -0.000573681 0.00482901 -0.00454118 0.00151766 0.00209754 internal_weight=0 29516.3 38870.6 28215.4 35889.9 18800.5 17089.4 10182.7 2980.75 10504.5 10530.5 2230.89 1947.93 17710.9 16375.9 7380.46 8269.93 6409.95 4094.55 6635.51 3881.28 518.34 6386.06 15360.4 1522.38 2802.23 284.95 2014.88 5548.86 4530.98 internal_count=911180 525099 386081 514431 345935 192970 152965 98736 40146 223667 94820 26801 24374 290764 275090 62855 98150 150570 73097 54366 70881 6730 72126 252351 15748 35881 2564 31646 59842 46699 is_linear=0 shrinkage=0.01 Tree=176 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 9 10 10 10 9 10 9 9 10 2 1 10 1 0 9 9 1 9 9 9 1 9 2 1 9 split_gain=66136.3 3311.79 1989.54 337.434 203.348 159.866 136.843 127.037 122.322 71.8092 67.9726 54.2574 50.0869 45.8991 35.1658 29.8083 29.3225 23.2375 31.2585 22.758 22.9766 21.9757 21.6972 21.4357 21.1284 18.9126 18.7916 25.9918 17.6994 16.827 threshold=0.068259380757808671 0.97252115607261669 0.00099748477805400022 0.65440738201141369 5.6250000000000009 5.5050000000000008 5.9116524425917312e-05 0.0089773964136838514 0.99894970655441295 7.0550000000000006 0.0055486904457211009 5.5250000000000012 2.6250000000000004 0.2688089013099671 0.95030864197530873 0.80070921985815613 0.99997490644454967 0.13363095238095238 1.0000000180025095e-35 9.0500000000000025 5.535000000000001 0.98936170212765973 4.205000000000001 5.5150000000000006 5.6250000000000009 0.96213569039656011 3.6650000000000005 0.23123827392120072 0.062895569620253167 2.6750000000000003 decision_type=2 2 2 2 8 8 2 2 2 8 2 8 10 2 2 2 2 2 2 10 8 2 10 8 8 2 10 2 2 10 left_child=2 3 6 5 7 13 -1 -4 23 17 -6 -8 -10 21 -12 19 -14 18 -5 20 -7 -2 -9 26 -22 -25 -3 -28 -21 -19 right_child=1 8 4 9 10 15 11 22 12 -11 14 -13 16 -15 -16 -17 -18 29 -20 28 24 -23 -24 25 -26 -27 27 -29 -30 -31 leaf_value=-0.010328281754415209 0.00011675623297554342 0.010671250982400793 -0.006156004099916049 0.0096521081503639795 -0.0026126241580980863 0.016774817883912694 -0.008999183712610874 -0.0015523438825471583 0.012261480453038954 0.010438330889469749 0.0013199965913284137 -0.0062661342482554375 0.012025047933864927 0.0028378173137074904 0.007869216219870398 0.00068525853877044146 0.013534632606378823 0.0081689567648456744 0.0055226112191779624 0.014747840149640451 -0.00028456892127505301 0.0054204310360432082 -0.0036367776928348007 0.011854745611832845 0.0065449649235335174 0.0083971713830565814 0.011024031020872819 0.0069607688803412981 0.00046651689554121398 0.0053136572191335397 leaf_weight=26872.083785943687 1501.3473370298743 684.34344662725925 2252.0852159783244 423.08541420102119 501.90646772831678 20.757382214069366 3714.5244807079434 905.82255690917373 13458.809283837676 539.97857293486595 578.30263756588101 902.95398284122348 1589.1433584392071 1490.087131395936 95.529493682086468 85.834840998053551 6761.4700786918402 242.11663044989109 323.43596123158932 55.539699345827103 48.368336990475655 82.413134731352329 1112.9273290336132 1016.1718424260616 713.73466373234987 187.3717026412487 238.52336028218269 463.05049630999565 10.285076871514319 1399.0226775407791 leaf_count=590450 10100 3576 30551 1776 4827 124 63687 6594 90412 2800 3962 13376 7905 7570 624 396 37151 1155 1391 256 317 414 12569 5419 3569 1097 1018 1906 59 6129 internal_value=0 0.0106616 -0.00908979 0.00456419 -0.0035093 0.00267917 -0.010055 -0.00452311 0.012395 0.00714505 0.000173344 -0.00846473 0.012639 0.00157802 0.00224848 0.00630111 0.0132474 0.00640026 0.00786297 0.00686909 0.00639425 0.00039274 -0.00270148 0.0103401 0.00611152 0.0113165 0.00949225 0.00834221 0.0125164 0.0057349 internal_weight=0 31334.9 36936.1 6936.01 5446.57 4008.37 31489.6 4270.84 24398.9 2927.64 1175.74 4617.48 21809.4 3073.85 673.832 934.52 8350.61 2387.66 746.521 848.685 782.86 1583.76 2018.75 2589.46 762.103 1203.54 1385.92 701.574 65.8248 1641.14 internal_count=911180 184540 726640 36056 59127 22805 667513 49714 148484 13251 9413 77063 135468 18084 4586 4721 45056 10451 3167 4325 4010 10514 19163 13016 3886 6516 6500 2924 315 7284 is_linear=0 shrinkage=0.01 Tree=177 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 5 1 1 4 5 5 4 4 1 1 4 5 5 10 3 1 1 5 5 5 10 10 split_gain=65250 3311.07 1990.87 331.749 175.664 138.157 124.881 60.1564 40.9875 34.7554 27.5311 34.6678 23.1459 23.0492 22.4015 22.2392 22.1398 20.7938 24.6936 20.6188 19.7206 18.1164 17.7879 17.6201 15.9796 15.7922 15.5931 14.1326 14.0618 13.4921 threshold=0.068259380757808671 0.97252115607261669 0.00099748477805400022 0.65440738201141369 0.0070173616986721008 5.9116524425917312e-05 0.99894970655441295 0.2688089013099671 5.5000000000000009 0.13712060166532367 0.13363095238095238 2.5000000000000004 371.50000000000006 276.50000000000006 2.5000000000000004 2.5000000000000004 0.13712060166532367 0.18773496240601503 2.5000000000000004 1.5000000000000002 1.5000000000000002 0.00025326936156485003 21.500000000000004 0.55440163581575563 0.82683658170914553 24.500000000000004 164.50000000000003 1.5000000000000002 0.020015737973153553 0.99998754262924205 decision_type=2 2 2 2 2 2 2 2 2 2 2 8 2 2 10 10 2 2 10 2 2 2 10 2 2 2 2 2 2 2 left_child=2 3 5 7 16 -1 12 14 -8 19 20 22 -3 17 -2 28 -4 27 -19 -6 -5 -7 23 25 -24 -12 -21 -9 -11 -10 right_child=1 6 4 10 9 21 8 13 29 15 11 -13 -14 -15 -16 -17 -18 18 -20 26 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.01032034013019888 0.0017856715126046544 0.01037258083419648 -0.0037197531473446904 0.0074502818535358215 -0.0012335362616375893 -0.0090063399406019908 0.01238191605969823 0.004387144545844505 0.012430703257083816 -0.0030306378444375903 0.0093330611062010984 0.0023751991225264618 0.0011039431959591218 -0.0030434514373793866 -0.001819122369256091 -0.0053512760923539451 -0.0058939647398124654 0.0037354904287016178 -0.0013488830883382553 0.0028194448456406308 0.010524555379499135 -0.0077420360500600263 0.0061061490258962434 0.0058731468170955502 0.0090088757382936879 0.016838754841560773 -0.0054058293627908937 0.0074155705491390691 -0.0012719931665930025 0.01375749208552718 leaf_weight=26625.072163671255 1856.2340358868241 2552.6952294260263 615.01645701751113 608.06377908587456 494.34516148269176 2533.8935097269714 17234.877900019288 417.85130143165588 986.69425767660141 844.54430859908462 77.759887486696243 191.65168699622154 27.230136349797249 46.661815606057644 190.04087276756763 235.08102726191282 1963.9101304896176 1151.594810642302 104.16361225396395 268.23534156754613 317.66602969169617 2050.5178234800696 1391.7923205047846 74.899248480796814 219.5695541203022 43.834767177700996 25.214497752487659 244.12312790751457 984.84702822193503 3433.4456630349159 leaf_count=590450 11375 12900 6799 2759 3298 45097 112488 1825 5049 8676 354 907 116 325 1586 2955 26306 5831 688 2275 1343 31966 6347 328 1023 190 274 1175 8544 17931 internal_value=0 0.0106109 -0.00907186 0.00451862 -0.00348413 -0.0100443 0.0123545 0.00265084 0.0126022 -0.00177404 0.00707945 0.00641935 0.0102748 0.00390082 0.00145089 -0.00245594 -0.00537546 0.00406978 0.00331375 1.29181e-05 0.00850522 -0.00844084 0.00684807 0.00968862 0.00650168 0.0120389 0.00211269 0.00550397 -0.00208388 0.0134613 internal_weight=0 31170.9 36640.7 6935.91 5431.19 31209.5 24234.9 4010.67 21655 2852.27 2925.24 1999.51 2579.93 1964.39 2046.27 2064.47 2578.93 1917.73 1255.76 787.795 925.73 4584.41 1807.86 196.494 1611.36 121.595 293.45 661.974 1829.39 4420.14 internal_count=911180 184540 726640 36056 59127 667513 148484 22805 135468 26022 13251 9149 13016 9844 12961 20175 33105 9519 6519 5847 4102 77063 8242 872 7370 544 2549 3000 17220 22980 is_linear=0 shrinkage=0.01 Tree=178 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 9 10 10 10 9 10 9 4 9 2 10 10 1 9 4 1 4 9 9 9 1 9 9 9 9 split_gain=64373.4 3311.39 1992.74 325.972 201.058 156.651 139.494 127.618 124.768 72.2454 65.865 54.8885 48.6824 45.1492 33.8822 32.496 30.5108 29.0789 27.7993 22.7621 22.6282 29.7763 21.8915 21.8829 22.0851 21.7344 35.818 20.6849 19.6506 19.6012 threshold=0.068259380757808671 0.97252115607261669 0.00099748477805400022 0.65440738201141369 5.6250000000000009 5.5050000000000008 5.9116524425917312e-05 0.99894970655441295 0.0089773964136838514 7.0550000000000006 0.0055486904457211009 5.5250000000000012 1.5000000000000002 2.6250000000000004 0.95030864197530873 0.2688089013099671 0.99997490644454967 0.80070921985815613 3.5350000000000006 2.5000000000000004 0.13363095238095238 3.5000000000000004 5.5150000000000006 9.0500000000000025 5.535000000000001 0.24165739710789766 5.3550000000000013 5.6250000000000009 1.8450000000000004 3.6650000000000005 decision_type=2 2 2 2 8 8 2 2 2 8 2 8 10 10 2 2 2 2 10 10 2 10 8 10 8 2 10 8 10 10 left_child=2 3 6 5 8 12 -1 22 -4 20 -6 -8 15 -9 -12 -2 -15 23 -14 28 -5 -22 29 24 -7 26 -23 -26 -10 -3 right_child=1 7 4 9 10 17 11 13 19 -11 14 -13 18 16 -16 -17 -18 -19 -20 -21 21 25 -24 -25 27 -27 -28 -29 -30 -31 leaf_value=-0.010312438013439815 0.0010902611473348157 0.0105617793161505 -0.0060997309583017394 0.0077122511123729597 -0.0025471672328092128 0.016429442783294963 -0.0089590730305142731 0.012204471037507379 0.0023835751869448539 0.010328208711435456 0.0013313666260085456 -0.0061930258659706585 0.0024549090615182969 0.011894400084657848 0.0077475782749492628 0.0034550404574516351 0.013442066175459544 0.00065841727337141525 -0.0018560983810655711 -0.0059333398662279914 0.0058836650551421709 -0.0079263678798455073 0.011200316260942368 0.012290480160971935 -0.00030369078335217053 -0.0040675016166313582 0.024526825396610771 0.0064510446260999067 -0.0025492270037492711 0.0081760035713276322 leaf_weight=26380.246260646731 1185.9325824603438 677.95153814554214 2231.476295761764 745.30904720723629 499.27765714749694 20.950725577771664 3659.3543693311512 13250.360818758607 84.701645717024803 536.53007382154465 577.94660123437643 892.34160001948476 205.90120656788349 1574.1196778565645 95.969272315502167 1139.3888255804777 6676.4686001464725 85.80427797883749 546.85162499547005 192.76539316773415 1577.2710140198469 6.1238244920968992 1192.9102665036917 66.138365641236305 48.408879421651363 50.779980391263962 7.6482866108417511 714.04538562893867 1734.6796530075371 699.87084509432316 leaf_count=590450 7265 3576 30551 3167 4827 124 63687 90412 420 2800 3962 13376 1006 7905 624 5501 37151 396 4312 2457 6975 31 6516 315 317 241 37 3569 16286 2924 internal_value=0 0.01056 -0.00905366 0.00447268 -0.00345851 0.00262252 -0.0100335 0.0123143 -0.0044715 0.00701245 0.000205631 -0.0084168 0.00153345 0.0125661 0.00224507 0.00224898 0.0131468 0.00620648 -0.000676904 -0.00266578 0.0062672 0.00561122 0.0102086 0.00676683 0.0063005 -0.00104565 0.0100964 0.00602218 -0.00231958 0.00934991 internal_weight=0 31008.8 36348.8 6937.08 5416.82 4013.42 30931.9 24071.7 4243.62 2923.66 1173.19 4551.7 3078.07 21500.9 673.916 2325.32 8250.59 935.348 752.753 2012.15 2387.13 1641.82 2570.73 849.543 783.405 64.5521 13.7721 762.454 1819.38 1377.82 internal_count=911180 184540 726640 36056 59127 22805 667513 148484 49714 13251 9413 77063 18084 135468 4586 12766 45056 4721 5318 19163 10451 7284 13016 4325 4010 309 68 3886 16706 6500 is_linear=0 shrinkage=0.01 Tree=179 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 9 10 10 10 9 10 9 4 9 10 10 9 5 9 9 4 9 4 9 5 5 9 5 9 4 split_gain=63511.8 3310.26 1993.93 320.419 198.24 153.344 140.814 130.195 123.672 71.9794 64.5714 54.9966 47.6606 42.7358 31.8035 31.0218 27.2574 23.0614 24.3863 23.285 22.5131 21.5843 21.3243 36.5658 20.1859 20.0153 19.4864 25.2364 25.526 20.8408 threshold=0.068259380757808671 0.97252115607261669 0.00099748477805400022 0.65440738201141369 5.6250000000000009 5.5050000000000008 5.9116524425917312e-05 0.99894970655441295 0.0089773964136838514 7.0550000000000006 0.0055486904457211009 5.5250000000000012 1.5000000000000002 2.6250000000000004 0.2688089013099671 0.99997490644454967 3.5350000000000006 371.50000000000006 5.5150000000000006 4.0550000000000006 2.5000000000000004 5.535000000000001 2.5000000000000004 5.0150000000000006 160.50000000000003 32.500000000000007 6.3850000000000007 8.5000000000000018 9.7700000000000014 2.5000000000000004 decision_type=2 2 2 2 8 8 2 2 2 8 2 8 10 10 2 2 10 2 8 10 10 8 10 10 2 2 8 2 8 10 left_child=2 3 6 5 8 12 -1 17 -4 22 -6 -8 14 -9 -2 -15 24 18 -3 -19 25 -7 -5 -24 -14 -10 -23 28 -28 -29 right_child=1 7 4 9 10 21 11 13 20 -11 -12 -13 16 15 -16 -17 -18 19 -20 -21 -22 26 23 -25 -26 -27 27 29 -30 -31 leaf_value=-0.010304574320562565 0.0010787917364151393 0.009329426762369258 -0.0060689959050057194 0.0064855938804700575 -0.0025260187813331753 0.016133870669386007 -0.0089383515529834964 0.012176989169756298 -0.001769504253889243 0.01026530927110777 0.0022201270937357927 -0.0061619283414986459 0.0016260106809270957 0.011831318974809255 0.003417399844011489 0.013395847360943982 -0.0018397276346647864 0.012048896598599408 0.011296471768529595 -0.0067425143655413409 -0.005902243724206435 0.0037953511489791031 -0.0024339008727641753 0.0064933589169519348 0.014634043828095371 -0.0043765000467274138 1.7736966818590611e-05 0.011264709114546544 0.0066409342794217672 0.001771736691984572 leaf_weight=26137.589677967131 1186.55252725631 1357.563647121191 2220.4049990698695 2193.8614475876093 498.4274381659925 21.120333097875118 3631.3000981397927 13147.975741565228 1446.5630262419581 534.42997950315475 674.66448333486915 887.89888901636004 193.32787858694792 1566.7244322299957 1140.4139381498098 6632.7282870709896 546.20385355502367 11.205234944820406 1176.412547364831 16.024033829569817 191.8477886505425 295.44490728527308 75.12314236164093 117.87274573743343 12.714129388332365 369.77920650318265 69.467458218336105 164.74649186432362 358.43322657048702 26.903002984821796 leaf_count=590450 7265 6430 30551 9566 4827 124 63687 90412 12303 2800 4586 13376 934 7905 5501 37151 4312 49 6470 67 2457 1726 344 541 72 4403 315 783 1630 143 internal_value=0 0.0105102 -0.00903568 0.00442825 -0.00343359 0.00259505 -0.0100228 0.0122747 -0.00444261 0.00694801 0.000203568 -0.00839286 0.00151754 0.0125303 0.00222491 0.0130969 -0.000670597 0.0101443 0.0102426 0.000990421 -0.00264436 0.00613933 0.00620525 0.00301845 0.00242869 -0.00230025 0.00590863 0.00691639 0.00556569 0.00993212 internal_weight=0 30845.2 36058.5 6936.62 5401.69 4015.33 30656.8 23908.6 4228.6 2921.29 1173.09 4519.2 3079.21 21347.4 2326.97 8199.45 752.246 2561.21 2533.98 27.2293 2008.19 936.115 2386.86 192.996 206.042 1816.34 914.995 619.55 427.901 191.649 internal_count=911180 184540 726640 36056 59127 22805 667513 148484 49714 13251 9413 77063 18084 135468 12766 45056 5318 13016 12900 116 19163 4721 10451 885 1006 16706 4597 2871 1945 926 is_linear=0 shrinkage=0.01 Tree=180 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 9 10 10 10 9 10 9 4 9 10 10 9 4 4 9 9 9 9 4 9 4 9 4 0 9 split_gain=62662.2 3308.9 1995.06 314.88 195.449 150.205 142.137 132.833 122.582 71.7228 63.3051 55.1018 46.9963 40.4297 39.5264 31.5342 22.9849 22.2664 20.9527 35.7781 20.8009 19.3231 19.2389 19.878 18.5762 17.768 25.0283 17.6681 24.0951 20.6472 threshold=0.068259380757808671 0.97252115607261669 0.00099748477805400022 0.65440738201141369 5.6250000000000009 5.5050000000000008 5.9116524425917312e-05 0.99894970655441295 0.0089773964136838514 7.0550000000000006 0.0055486904457211009 5.5250000000000012 2.5000000000000004 2.6250000000000004 0.18897357583045957 0.99997490644454967 2.7650000000000001 2.5000000000000004 2.5000000000000004 5.0150000000000006 5.535000000000001 1.8450000000000004 6.3850000000000007 5.5000000000000009 9.0500000000000025 2.5000000000000004 7.6450000000000005 2.5000000000000004 1.0000000180025095e-35 7.6900000000000004 decision_type=2 2 2 2 8 8 2 2 2 8 2 8 10 10 2 2 10 10 10 10 8 10 8 10 10 8 10 10 2 10 left_child=2 3 6 5 8 12 -1 16 -4 18 -6 -8 14 -9 -2 -15 -3 21 -5 -20 -7 -10 23 -22 -12 26 -11 29 -29 -24 right_child=1 7 4 9 10 20 11 13 17 25 24 -13 -14 15 -16 -17 -18 -19 19 -21 22 -23 27 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.010296748309906978 0.00029647433617554099 0.011410324466664538 -0.0060382989480952057 0.0064215671421483898 -0.0025050140628769834 0.015847292356822636 -0.0089176081722651332 0.012149883852220877 0.0023825507923187486 0.0099227902048228903 0.001650837487500666 -0.0061308690804567903 -0.0029028634315047784 0.011768910112407193 0.002740148741947745 0.013350330856381916 0.0094029487622335223 -0.0058711967487017772 -0.0024106683202464027 0.0064184981462608219 0.0033133704811878968 -0.0025095028197401558 0.0066205740070909916 0.019112497981308943 0.007244560064963307 0.0062650999797634688 0.016117044555352934 -0.0010138965116231759 0.012494057103950277 0.011935315819151094 leaf_weight=25897.086028113961 1042.4058294817805 860.74790176749229 2209.4311465807259 2193.5795568972826 497.58497384563088 21.286398999392986 3603.4889708384871 13046.045591048896 84.697121776640415 358.29239846765995 609.60042307898402 883.49519780650735 224.57588115334511 1559.3194019049406 1813.3847405612469 6589.0076876953244 1691.0476747602224 190.93823353201151 75.088835045695305 118.05413495004177 287.79137352854013 1728.6674727611244 459.78586309403181 8.1901572197675687 65.773955598473549 94.289708167314529 79.750412747263908 55.245072536170483 17.353380218148232 86.914315357804298 leaf_count=590450 6979 5458 30551 9566 4827 124 63687 90412 420 2026 4080 13376 1865 7905 9240 37151 7558 2457 344 541 1674 16286 2110 52 506 444 330 270 76 415 internal_value=0 0.0104607 -0.00901767 0.00438437 -0.0034088 0.00256805 -0.0100121 0.0122355 -0.00441379 0.00688383 0.000201539 -0.00836889 0.00150179 0.0124951 0.00184817 0.0130477 0.0100801 -0.00262303 0.00614354 0.00298595 0.00607498 -0.00228101 0.00584771 0.00375055 0.0021956 0.0102029 0.0110505 0.00685 0.00221494 0.00746551 internal_weight=0 30682.2 35770.8 6935.99 5386.69 4016.93 30384.1 23746.2 4213.73 2919.06 1172.96 4486.98 3080.37 21194.4 2855.79 8148.33 2551.8 2004.3 2386.72 193.143 936.567 1813.36 915.28 295.982 675.374 532.333 438.043 619.299 72.5985 546.7 internal_count=911180 184540 726640 36056 59127 22805 667513 148484 49714 13251 9413 77063 18084 135468 16219 45056 13016 19163 10451 885 4721 16706 4597 1726 4586 2800 2356 2871 346 2525 is_linear=0 shrinkage=0.01 Tree=181 num_leaves=31 num_cat=0 split_feature=9 5 9 9 4 9 9 9 9 2 2 5 9 9 5 2 2 5 2 4 9 2 9 9 4 4 5 3 9 9 split_gain=21618.2 1470.75 1146.89 692.469 856.482 855.936 459.671 442.778 279.688 232.457 284.798 203.254 190.09 278.213 257.405 181.683 174.288 171.783 158.493 149.923 138.033 114.715 97.638 95.7755 91.2879 98.0805 91.1814 84.266 80.0429 79.9382 threshold=3.1750000000000003 30.500000000000004 2.1250000000000004 6.0550000000000006 1.5000000000000002 3.8350000000000004 7.3800000000000008 4.1150000000000011 6.2550000000000008 1.0000000180025095e-35 0.99938118811881205 30.500000000000004 4.995000000000001 4.9850000000000012 17.500000000000004 0.97385509227614497 0.90943267259056748 1.5000000000000002 0.41625412541254131 2.5000000000000004 2.8250000000000006 0.88029850746268667 5.5050000000000008 5.3350000000000009 5.5000000000000009 3.5000000000000004 1.5000000000000002 29.500000000000004 2.1250000000000004 5.3250000000000011 decision_type=10 2 10 10 10 10 10 10 10 2 2 2 10 10 2 2 2 2 2 10 10 2 10 10 10 10 2 10 8 10 left_child=2 3 11 5 6 -2 18 -3 -6 23 12 28 13 17 -15 -9 21 -11 -5 -18 -4 24 26 29 25 -10 -14 -13 -1 -7 right_child=1 7 20 4 8 9 -8 15 16 10 -12 27 22 14 -16 -17 19 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0082256322196783173 0.00062131131334109172 -0.0022425486363935351 0.0058414361844782818 0.0050756369118902566 -0.00566535755864801 -0.0028341771742770396 -0.007173292674448363 -0.0081670364305727206 0.0055731404059216998 -0.0034323309447532556 -0.0006154053400982541 0.0085120767704347546 -0.0058465361515625492 -0.0076617061983940259 0.0088512280776319556 -0.0017870363403370895 0.010138305386727909 -0.0067900336007691029 -0.0030943463242009924 -0.0078548305107140719 0.0033569948356255404 0.011392165758864054 -0.0045127075982287906 0.0003957602516719998 0.0091571606633034947 -0.0013679805715775123 -0.0081841376551168472 0.0030408244281495034 0.0099625810242410812 -0.0092657963915516433 leaf_weight=3557.1823563575745 3669.0396643728018 1577.7293081171811 4768.6184551902115 558.54732260107994 241.03732026740909 2693.3786016367376 1547.6079748347402 10720.290753729641 807.30272277444601 3777.3792552947998 1287.21592874825 464.64803308993578 3192.2111589387059 139.50320499762893 291.97088327258825 465.73905266821384 65.200842402875423 2553.8346008360386 413.03450729325414 159.8114676065743 4211.1133996471763 404.77084209024906 1925.0161434262991 927.55316892638803 456.46621800586581 272.21887189149857 3496.2046418301761 714.17013375088573 10438.362285882235 208.18449518829584 leaf_count=24130 35441 23832 33141 4057 4012 30354 33821 265408 6663 54295 12810 3061 55808 2535 2355 7708 406 50377 5985 3420 33220 3424 37084 9038 3076 3943 78768 5746 73698 3564 internal_value=0 -0.00437196 0.00750896 -0.00313016 0.000286969 -0.00382684 -0.00378873 -0.00720191 0.00455298 -0.00462325 -0.00513381 0.00918522 -0.00551207 -0.00425724 0.0035123 -0.0079014 0.00569022 -0.00478673 0.00160245 -0.00264104 0.00467634 0.00665615 -0.00649727 -0.00240145 0.00540809 0.00382282 -0.00706846 0.0051974 0.00952111 -0.00329564 internal_weight=0 41851.2 24154.1 29087.5 4926 24161.5 2519.19 12763.8 2406.81 20492.5 16663.3 15174.4 15376.1 6762.69 431.474 11186 2165.77 6331.21 971.582 225.012 8979.73 1940.76 8613.43 3829.12 1535.99 1079.52 6688.42 1178.82 13995.5 2901.56 internal_count=911180 738184 172996 441236 68807 372429 43863 296948 24944 336988 294032 106635 281222 109562 4890 273116 20932 104672 10042 3826 66361 17106 171660 42956 13682 10606 134576 8807 97828 33918 is_linear=0 shrinkage=0.01 Tree=182 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 9 10 10 10 9 10 9 10 9 2 10 5 9 9 9 9 2 2 2 9 5 2 9 9 2 split_gain=61515.9 3284.12 1993.34 309.021 189.37 144.819 143.142 133.949 121.546 69.5579 62.1238 54.7241 41.9501 39.6426 33.0764 31.6825 22.7082 24.4302 22.6466 20.4311 20.1288 19.7398 20.1531 18.108 17.9263 24.8402 32.4979 24.6669 17.2613 24.6988 threshold=0.068259380757808671 0.97252115607261669 0.00099748477805400022 0.65440738201141369 5.6250000000000009 5.5050000000000008 5.9116524425917312e-05 0.99894970655441295 0.0089773964136838514 7.0550000000000006 0.0055486904457211009 5.5250000000000012 0.2688089013099671 2.6250000000000004 0.95030864197530873 0.99997490644454967 371.50000000000006 5.5150000000000006 4.0550000000000006 5.535000000000001 1.8450000000000004 0.86391694725028068 0.16749174917491746 0.30810147299509005 6.3850000000000007 8.5000000000000018 0.091229193341869366 9.7700000000000014 3.6650000000000005 0.23123827392120072 decision_type=2 2 2 2 8 8 2 2 2 8 2 8 2 10 2 2 2 8 10 8 10 2 2 2 8 2 2 8 10 2 left_child=2 3 6 5 8 12 -1 16 -4 21 -6 -8 -2 -9 -12 -15 17 28 -18 -7 -10 22 -5 -24 -21 27 -27 -26 -3 -30 right_child=1 7 4 9 10 19 11 13 20 -11 14 -13 -14 15 -16 -17 18 -19 -20 24 -22 -23 23 -25 25 26 -28 -29 29 -31 leaf_value=-0.010287012775585259 0.00036867754732473147 0.010359366130186761 -0.0059984735118991271 0.007235882467156049 -0.0025111828378508423 0.015656658977897982 -0.0088935872573451778 0.012104540266476407 0.002111014575650349 0.010112312062961844 0.0012426951238039548 -0.0061080262019232159 0.002705063906075997 0.011713005404458774 0.007564506950056905 0.013302984162731932 0.011874198974170422 0.011177683728112935 -0.0066977495144635362 0.0037465700633670302 -0.0028029999324748617 0.0083573444290255955 0.001585861635949952 0.0054429813154054122 -5.5599241298649824e-05 -0.0070713624826383445 0.01072965630801114 0.0064563024253662619 0.010723381000907903 0.0067356595335360614 leaf_weight=25543.399007104337 1583.5117712840438 657.17202879488468 2193.8581240661442 622.70976543426514 497.13124205172062 21.39359350502491 3567.6824386045337 12869.812373414636 87.162848554551601 528.33422935009003 579.20848763361573 879.03549224510789 1493.1409127339721 1550.6449313163757 96.560345716774464 6534.4556197822094 11.130178317427637 1161.6217002272606 16.010616973042488 295.89709936827421 1909.3776460103691 333.72110779583454 134.36250169575214 1293.0808876156807 69.536962985992432 10.870351761579512 181.37909867614508 355.85336300730705 235.70996227860451 455.40851290524006 leaf_count=590450 10514 3533 30551 2701 4827 124 63687 90412 432 2800 3962 13376 7570 7905 624 37151 49 6470 67 1726 18731 1413 594 5743 315 45 881 1630 1017 1880 internal_value=0 0.0104026 -0.0089946 0.00434995 -0.00337963 0.00254994 -0.00999876 0.0121865 -0.00437376 0.00682947 0.000172072 -0.00834293 0.00150256 0.0124493 0.00214602 0.012998 0.0100164 0.0101148 0.000918427 0.00599665 -0.00258847 0.0061019 0.00573477 0.00507992 0.00577043 0.00674001 0.00972313 0.00539183 0.00919903 0.0080957 internal_weight=0 30415.8 35353.4 6923.79 5363.3 4011.58 29990.1 23492 4190.4 2912.21 1172.9 4446.72 3076.65 20954.9 675.769 8085.1 2537.05 2509.91 27.1408 934.93 1996.54 2383.87 2050.15 1427.44 913.537 617.64 192.249 425.39 1348.29 691.118 internal_count=911180 184540 726640 36056 59127 22805 667513 148484 49714 13251 9413 77063 18084 135468 4586 45056 13016 12900 116 4721 19163 10451 9038 6337 4597 2871 926 1945 6430 2897 is_linear=0 shrinkage=0.01 Tree=183 num_leaves=31 num_cat=0 split_feature=9 9 9 9 9 1 4 4 9 9 1 1 9 1 1 9 1 9 1 1 9 9 9 9 1 4 1 9 9 1 split_gain=20979.3 1278.4 880.824 871.566 836.434 647.289 341.152 286.761 242.463 236.864 307.926 227.589 215.082 194.075 259.087 189.653 196.194 171.241 144.9 119.322 114.904 128.885 108.07 100.29 92.6881 90.0615 80.7325 79.7079 77.4429 76.9306 threshold=3.2350000000000008 2.1250000000000004 3.9350000000000005 5.955000000000001 9.7700000000000014 0.012270400481782552 5.5000000000000009 3.5000000000000004 4.995000000000001 4.9850000000000012 0.25943732193732194 0.98936170212765973 8.4800000000000022 0.091372912801484213 0.087337909992372217 8.1200000000000028 0.7696153846153847 2.8250000000000006 0.6401754385964914 0.31835016835016838 8.7300000000000022 8.8300000000000018 8.3400000000000016 4.5150000000000006 1.0000000180025095e-35 2.5000000000000004 0.028778467908902653 7.6900000000000004 2.1250000000000004 0.98936170212765973 decision_type=10 10 10 10 10 2 10 10 10 10 2 2 10 2 2 10 2 10 2 2 10 10 10 10 2 10 2 10 8 2 left_child=1 28 24 5 6 -4 7 12 9 23 -11 -10 13 14 -5 16 18 -3 19 -15 -14 -22 -9 -7 -2 -26 -23 -21 -1 -30 right_child=2 17 3 4 -6 8 -8 22 11 10 -12 -13 20 15 -16 -17 -18 -19 -20 27 21 26 -24 -25 25 -27 -28 -29 29 -31 leaf_value=0.0079358488991831972 0.0025979319980331378 0.0057676660394494041 -0.002189861012268771 0.00088347538031103786 -0.0084037080774535897 -0.0041914597966730737 0.007328576361104097 -0.0083071524314767848 -0.0074774216726289349 0.0072429194937456559 -0.0087778352187104693 -0.00032293583008404994 -0.0096340280195547096 -0.0049442165226655779 0.011304264279822611 0.0073078776406751006 0.0043487215702150963 0.0030840320670969946 -0.007897013108826699 -0.00024389153936721754 0.011285530942284485 0.00087129669911998231 0.009697296689838807 -0.0063682954096001909 -0.00063311628646122093 -0.0070409386116846318 -0.0062998275603593111 0.010293146684137775 0.0098828799519523544 0.0074433573297171957 leaf_weight=4105.8327696397901 866.80965693667531 4734.4902386926115 4269.4538819603622 708.04243349283934 1636.6601622477174 3354.1264550983906 525.81722684949636 616.41785784065723 13772.861047439277 328.42689725011587 189.02026180922985 459.45706311613321 297.04703915864229 627.54161823168397 359.83799489960074 278.8912391923368 497.87490271031857 4776.5722242034972 418.49412950128317 1168.8418838568032 64.109270840883255 253.99958816915751 35.24452456459403 5735.4912852048874 3626.802813231945 233.45932397246361 411.05115087330341 76.487947750836611 9397.9626995772123 1498.8386748060584 leaf_count=28271 7045 33141 47629 7977 43074 55670 4362 13924 310278 3091 3940 4773 7639 11955 3228 2166 4157 38577 9613 18822 398 4165 211 112399 42468 3950 9158 735 67646 10718 internal_value=0 0.00728803 -0.00441609 -0.00494781 -0.00203035 -0.00577568 -0.000384997 -0.00108263 -0.00641788 -0.00519039 0.00139064 -0.00724646 -0.000293547 0.000723194 0.00439491 -0.000554768 -0.00134094 0.00441991 -0.00257721 -0.00138849 -0.00439141 -0.00225566 -0.0073334 -0.00556503 -0.000357102 -0.00102065 -0.003561 0.000403292 0.00910631 0.00954733 internal_weight=0 24513.7 40812.3 36085.2 7976.36 28108.8 6339.7 5813.88 23839.4 9607.06 517.447 14232.3 5162.22 4136.01 1067.88 3068.13 2789.24 9511.06 2291.37 1872.87 1026.21 729.16 651.662 9089.62 4727.07 3860.26 665.051 1245.33 15002.6 10896.8 internal_count=911180 178353 732827 679364 141584 537780 98510 94148 490151 175100 7031 315051 80013 58653 11205 47448 45282 71718 41125 31512 21360 13721 14135 168069 53463 46418 13323 19557 106635 78364 is_linear=0 shrinkage=0.01 Tree=184 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 5 1 1 4 5 1 5 4 4 5 1 4 5 10 3 1 1 5 5 10 10 5 split_gain=60403.8 3260.22 1991.65 303.351 166.627 144.122 134.953 55.822 33.1233 32.9442 26.239 33.1046 22.3186 22.1124 21.9186 21.0948 20.7256 20.3021 19.7585 22.8626 18.9085 18.8377 17.203 17.0244 15.6203 15.1261 14.6568 13.9762 13.5647 13.5611 threshold=0.068259380757808671 0.97252115607261669 0.00099748477805400022 0.65440738201141369 0.0070173616986721008 5.9116524425917312e-05 0.99894970655441295 0.2688089013099671 5.5000000000000009 0.13712060166532367 0.13363095238095238 2.5000000000000004 371.50000000000006 0.13712060166532367 276.50000000000006 2.5000000000000004 2.5000000000000004 1.5000000000000002 0.18773496240601503 2.5000000000000004 1.5000000000000002 0.00025326936156485003 21.500000000000004 0.55440163581575563 0.82683658170914553 164.50000000000003 24.500000000000004 0.99998754262924205 0.020015737973153553 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 10 10 2 2 10 2 2 10 2 2 2 2 2 2 2 left_child=2 3 5 7 13 -1 12 16 -8 17 20 22 -3 -4 18 28 -2 -6 29 -20 -5 -7 23 26 -24 -19 -12 -10 -11 -9 right_child=1 6 4 10 9 21 8 14 27 15 11 -13 -14 -15 -16 -17 -18 25 19 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010277352337158071 0.0016967548413924702 0.010052969969205542 -0.0035507122667120623 0.0071329772304043627 -0.0011811562326572082 -0.0089062983786622613 0.012201021936538648 0.0042021854157762604 0.012125820690279652 -0.0029262029142261402 0.009034487100437515 0.0021708439361024308 0.00092175613708504831 -0.0057463967285154597 -0.0030438579114161553 -0.0052064916641843999 -0.0017808434813684389 0.0028408551757165309 0.0035688646784148531 -0.0013349140182658092 0.010152879545479585 -0.0075916789224714431 0.0058184106842769368 0.0055889686664254744 0.0087059643375803405 -0.0053138911187361861 0.016261673118741091 0.013496939816384263 -0.0011889309717778654 0.0071666642989767501 leaf_weight=25198.561694771051 1854.9683137685061 2495.4137637540698 603.09426446631551 600.64371071755886 491.10531279072165 2432.8463392816484 16447.683283954859 417.03240309655666 958.46236935257912 833.4672730229795 77.242013111710548 190.8429758399725 27.057820394635201 1915.2758946567774 46.54393894970417 229.70104721933603 188.82012377679348 267.46553983911872 1150.6286945641041 103.63795281946659 316.63145224750042 1974.7641186788678 1384.6025736927986 74.589421942830086 216.65280051529408 24.860247105360031 44.071381077170372 3313.5892818272114 975.45118493959308 244.94631455093622 leaf_count=590450 11375 12900 6799 2759 3298 45097 112488 1825 5049 8676 354 907 116 26306 325 2955 1586 2275 5831 688 1343 31966 6347 328 1023 274 190 17931 8544 1175 internal_value=0 0.0103458 -0.00897164 0.00431615 -0.00335072 -0.00998555 0.0121389 0.00253221 0.0124048 -0.00168208 0.00677634 0.0061308 0.00995502 -0.00522058 0.00373668 -0.00235187 0.00137547 6.08274e-05 0.00390137 0.00316367 0.00817541 -0.0083173 0.00655132 0.00934848 0.0062091 0.00214735 0.01166 0.0131893 -0.00198939 0.00529911 internal_weight=0 30154.1 34946.6 6911.85 5340.42 29606.2 23242.2 4006.58 20719.7 2822.05 2905.28 1988 2522.47 2518.37 1962.79 2038.62 2043.79 783.431 1916.25 1254.27 917.275 4407.61 1797.16 195.903 1601.26 292.326 121.313 4272.05 1808.92 661.979 internal_count=911180 184540 726640 36056 59127 667513 148484 22805 135468 26022 13251 9149 13016 33105 9844 20175 12961 5847 9519 6519 4102 77063 8242 872 7370 2549 544 22980 17220 3000 is_linear=0 shrinkage=0.01 Tree=185 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 10 10 9 10 9 9 4 2 10 1 5 9 9 9 5 9 4 1 4 5 1 9 9 split_gain=59594.3 3260.33 1993.15 298.091 183.786 145.48 139.678 137.815 119.408 67.6852 60.2024 54.8076 50.0183 44.7737 32.0777 29.4116 28.3879 26.7759 34.0548 26.6208 28.5804 33.072 24.3353 21.5179 21.2291 27.793 26.8338 21.3022 20.3088 19.83 threshold=0.068259380757808671 0.97252115607261669 0.00099748477805400022 0.65440738201141369 5.6250000000000009 5.9116524425917312e-05 5.5050000000000008 0.99977076053619396 0.0089773964136838514 7.0550000000000006 0.0055486904457211009 5.5250000000000012 2.8250000000000006 1.5000000000000002 0.95030864197530873 0.2688089013099671 0.80070921985815613 353.50000000000006 4.4150000000000009 5.3550000000000013 3.6650000000000005 19.500000000000004 3.5350000000000006 2.5000000000000004 0.13363095238095238 3.5000000000000004 216.50000000000003 0.23845060412224586 9.0500000000000025 5.535000000000001 decision_type=2 2 2 2 8 2 8 2 2 8 2 8 10 10 2 2 2 2 10 8 10 2 10 10 2 10 2 2 10 8 left_child=2 3 5 6 8 -1 13 17 -4 24 -6 -7 -9 15 -12 -2 28 19 -19 20 -3 -22 -15 -10 -5 -26 -27 -28 29 -8 right_child=1 7 4 9 10 11 16 12 23 -11 14 -13 -14 22 -16 -17 -18 18 -20 -21 21 -23 -24 -25 25 26 27 -29 -30 -31 leaf_value=-0.01026963795025683 0.0010585366468224711 0.010651025066861086 -0.005933472646397946 0.0074012497263379355 -0.0024749723682672958 -0.0088501246221470084 0.015464308017149889 0.012084929023129749 -0.0022040493468484944 0.0099701849375009848 0.0012234050816866307 -0.0060449680405757194 0.013168816505442478 0.0022715193453027079 0.0074388683501754307 0.0033076422825226996 0.00039590287869929091 0.011388861703119183 -0.0065345546401805819 0.011226265366433912 0.0089147890838149352 0.002972793014973297 -0.0017615260402810494 -0.005763244598565114 0.0056256214033151217 -0.0039442857171015609 0.025350709888073024 -0.0032313705533766023 0.011732246432109707 0.0057255467451894646 leaf_weight=24966.478504024446 1185.4989600852132 960.07687889039516 2169.6601218357682 741.3364309668541 495.10259067267179 3507.3476809263229 21.499895796179771 13118.430553890765 1798.8446828387678 522.95537327229977 578.65710515528917 869.09953255951405 6303.2632167115808 206.58301321417093 96.944965377449989 1141.0764168128371 85.34094362705946 21.187259897589684 21.21583379805088 1907.5578913614154 640.79406705498695 109.70530420541763 542.52437729388475 187.5746840313077 1574.6793620586395 53.848811343312263 6.2284247875213605 4.4854375422000885 66.954315468668938 759.65283409506083 leaf_count=590450 7265 5381 30551 3167 4827 63687 124 93266 16706 2800 3962 13376 35573 1006 624 5501 396 95 88 10903 2730 448 4312 2457 6975 256 30 23 315 3886 internal_value=0 0.010297 -0.00895325 0.00427249 -0.00332577 -0.00997483 0.00250527 0.0121012 -0.00431161 0.00671262 0.000174021 -0.00829306 0.0124367 0.00147699 0.00211529 0.00216162 0.00589344 0.0103214 0.00242111 0.010414 0.00950819 0.00804621 -0.000649324 -0.00254014 0.00599702 0.00536196 -0.00106864 0.0133846 0.00644663 0.00599359 internal_weight=0 29994.9 34669.7 6912.66 5326.78 29342.9 4009.13 23082.2 4156.08 2903.53 1170.7 4376.45 19421.7 3075.68 675.602 2326.58 933.448 3660.54 42.4031 3618.13 1710.58 750.499 749.107 1986.42 2380.58 1639.24 64.5627 10.7139 848.107 781.153 internal_count=911180 184540 726640 36056 59127 667513 22805 148484 49714 13251 9413 77063 128839 18084 4586 12766 4721 19645 183 19462 8559 3178 5318 19163 10451 7284 309 53 4325 4010 is_linear=0 shrinkage=0.01 Tree=186 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 5 1 5 1 0 1 5 10 5 1 10 10 5 10 0 10 5 2 5 5 2 1 split_gain=58798.4 3259.27 1994.07 293.048 162.936 146.819 140.543 53.9915 34.7145 32.1788 26.4738 25.6837 25.4848 22.0042 21.4048 20.2759 19.706 19.2262 19.0948 18.8441 14.8248 13.9876 13.8559 13.4172 13.0522 13.0443 24.8812 16.6223 13.3365 12.6367 threshold=0.068259380757808671 0.97252115607261669 0.00099748477805400022 0.65440738201141369 0.0070173616986721008 5.9116524425917312e-05 0.99977076053619396 0.2688089013099671 7.5000000000000009 0.13712060166532367 353.50000000000006 0.13363095238095238 1.0000000180025095e-35 0.13712060166532367 276.50000000000006 0.99473056197166454 1.5000000000000002 0.18773496240601503 0.00022280584380490002 0.8784809708595277 164.50000000000003 5.1029428504989491e-06 1.0000000180025095e-35 0.020015737973153553 1.5000000000000002 0.97156334231805941 198.50000000000003 235.50000000000003 0.51530771633864425 0.05298245614035086 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 5 7 13 21 10 25 -8 16 15 12 -5 -4 17 -3 -6 24 -7 -13 29 -1 -21 -11 -9 28 -27 -28 -2 -18 right_child=1 6 4 11 9 18 8 14 -10 23 -12 19 -14 -15 -16 -17 20 -19 -20 22 -22 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-0.010382500436892036 0.0017568675639846574 0.0093460301251836915 -0.0034897463453581364 0.0095434636984192567 -0.0011549730305812776 -0.0089246879091924112 0.012206376728820505 0.0041264531582551923 0.013312840032678179 -0.0031921841322513915 0.0024010962677251937 0.0050389897724966038 0.0061872565882089749 -0.0056877573310397831 -0.0030395945626330622 0.010913192050297256 0.0040918307611074161 0.0030981669091144815 -0.0075988396557152551 0.0063634384839312353 -0.0052812188073299701 -0.0097928610388198084 0.0092248030758523801 -0.0015622577664985899 0.007032123200602293 0.0030540707584071959 0.03619816436945629 0.0068202547762171552 1.2693900840371894e-05 -0.00086688860124533109 leaf_weight=19679.448881249875 1125.2528584375978 1281.3923487067223 599.19470812007785 504.34759613871574 490.17257716879249 2196.2173549644649 15823.246855065227 417.10720148682594 3454.6198447942734 938.78480702266097 42.330297768115997 993.38201522827148 410.31143695116043 1898.6281666122377 46.5196368470788 2320.8032797947526 198.56062318384647 1255.8236620649695 2149.2701198980212 776.59558573365211 24.74573739990592 5057.0173274464905 216.39027048647404 1093.1015119999647 245.63412915915251 194.7834282591939 3.8174928575754157 3.8870236799120903 718.19317502528429 69.337953586131334 leaf_count=482063 6538 6397 6799 2177 3298 41622 110157 1825 18682 10211 183 4561 1925 26306 325 13065 1497 6519 35441 3498 274 108387 1090 9964 1175 945 20 22 5436 778 internal_value=0 0.0102492 -0.00893504 0.00423015 -0.00330143 -0.00996415 0.0120642 0.00247904 0.0124047 -0.00165166 0.0102633 0.00665128 0.00803789 -0.00516048 0.00366287 0.0103557 7.09546e-05 0.00382539 -0.00826893 0.00601279 0.00212436 -0.010262 0.00698698 -0.00231533 0.00520339 0.00134199 0.00375123 0.0213766 0.00107735 0.00280841 internal_weight=0 29834.4 34394.5 6912.05 5312.53 29082 22922.4 4011.02 19277.9 2814.7 3644.53 2901.03 914.659 2497.82 1965.08 3602.2 782.817 1918.56 4345.49 1986.37 292.644 24736.5 992.986 2031.89 662.741 2045.93 202.488 7.70452 1843.45 267.899 internal_count=911180 184540 726640 36056 59127 667513 148484 22805 128839 26022 19645 13251 4102 33105 9844 19462 5847 9519 77063 9149 2549 590450 4588 20175 3000 12961 987 42 11974 2275 is_linear=0 shrinkage=0.01 Tree=187 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 5 2 5 10 10 5 5 10 2 10 2 10 5 2 2 5 5 2 2 5 2 5 split_gain=58011.2 3259.05 1995.47 288.017 161.019 148.185 143.506 52.8534 33.2325 31.5829 26.2313 25.4214 24.3235 20.9566 20.5648 20.4893 19.4783 19.1692 16.8354 14.1883 13.0452 12.7857 12.7569 24.0552 15.8029 13.0571 11.383 12.8694 10.1904 27.4419 threshold=0.068259380757808671 0.97252115607261669 0.00099748477805400022 0.65440738201141369 0.0070173616986721008 5.9116524425917312e-05 0.99977076053619396 0.2688089013099671 7.5000000000000009 0.95030864197530873 353.50000000000006 0.78322452306747448 0.026551560498774003 276.50000000000006 1.5000000000000002 0.99473056197166454 0.84654631083202525 0.00022280584380490002 0.8577380952380953 5.1029428504989491e-06 466.50000000000006 0.15074051531750862 0.97156334231805941 198.50000000000003 235.50000000000003 0.51530771633864425 0.99261982570806107 113.50000000000001 0.69264507422402166 210.50000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 5 7 18 19 10 22 -8 12 15 -5 -6 -9 -11 -3 20 -7 21 -1 28 -4 25 -24 -25 -2 27 -16 -13 -30 right_child=1 6 4 11 9 17 8 13 -10 14 -12 16 -14 -15 26 -17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31 leaf_value=-0.010376341803543273 0.0017381535951358613 0.0092804541505645162 -0.004060737557397393 0.0049730128612398214 -0.0028277775640951929 -0.0089044363654541287 0.012178335052295042 0.0037840047691495684 0.013264512554280182 -0.0011775939406037828 0.0023775408156321625 0.0070871612978167199 -0.00084316700943243815 -0.0030147070625925112 0.010290996421203657 0.010858771944341318 0.0093883270750387705 -0.0075713133970353851 -0.0029307869431052275 -0.0097798604992189574 -0.0026937587466264608 -0.0058631180451220897 0.0030206134244141624 0.035229604656351922 0.0067300221076283416 1.2566845726732291e-05 0.0022225099622040405 -0.0050403984746318865 0.0039000404077120048 0.018352063334940567 leaf_weight=19495.141226284206 1125.9905720874667 1277.5615043342113 515.21580903604627 728.59443844854832 1462.3014225997031 2179.2850769460201 15701.693893909454 1920.1423057243228 3432.6444356739521 139.21359786391258 42.322229295969009 1607.3956035673618 1069.0217741541564 46.435062900185585 40.954432126134634 2309.1683727949858 325.21576242148876 2135.5819134153426 305.39754061773419 5013.3213552720845 14.560823336243628 1667.0539585761726 194.97056107968092 3.8828851133584967 3.8996835350990295 718.19856022298336 93.701689064502716 6.3200502283871165 209.28042367100716 14.01898419857025 leaf_count=482063 6538 6397 4608 3295 15031 41622 110157 9519 18682 910 183 7461 8994 325 298 13065 1427 35441 3976 108387 69 24521 945 20 22 5436 721 68 935 64 internal_value=0 0.0102012 -0.00891658 0.00418753 -0.0032767 -0.00995348 0.0120274 0.0024527 0.0123732 -0.00163702 0.0102042 0.00658925 -0.00198964 0.00362347 0.00154867 0.0102966 0.0071318 -0.00824463 -0.00512984 -0.0102543 0.00673409 -0.00543759 0.0013279 0.00370879 0.0209491 0.00106614 0.00424085 0.00824137 0.00680908 0.00480735 internal_weight=0 29676 34122.5 6912.59 5299.18 28823.3 22763.4 4013.52 19134.3 2811.51 3629.05 2899.07 2531.32 1966.58 280.19 3586.73 2170.47 4314.87 2487.67 24508.5 1845.26 2182.27 2046.94 202.753 7.78257 1844.19 140.976 47.2745 1830.7 223.299 internal_count=911180 184540 726640 36056 59127 667513 148484 22805 128839 26022 19645 13251 24025 9844 1997 19462 9956 77063 33105 590450 8529 29129 12961 987 42 11974 1087 366 8460 999 is_linear=0 shrinkage=0.01 Tree=188 num_leaves=31 num_cat=0 split_feature=9 5 9 9 9 4 9 9 9 2 0 2 5 2 0 2 2 4 9 2 4 9 9 4 4 9 9 9 2 9 split_gain=19575.2 1385.53 1085.51 621.022 777.835 776.574 420.666 419.933 254.608 216.109 349.422 267.054 195.895 184.306 175.838 158.252 141.07 139.068 126.325 109.102 97.8225 91.5997 87.6312 82.1317 86.0244 78.4603 74.7341 282.422 152.104 110.623 threshold=3.1750000000000003 30.500000000000004 2.1250000000000004 6.0550000000000006 3.8350000000000004 1.5000000000000002 4.2350000000000012 7.3800000000000008 6.2550000000000008 1.0000000180025095e-35 1.0000000180025095e-35 0.99938118811881205 30.500000000000004 0.97385509227614497 1.0000000180025095e-35 0.90943267259056748 0.41625412541254131 2.5000000000000004 2.8250000000000006 0.88029850746268667 1.5000000000000002 4.995000000000001 3.5950000000000002 5.5000000000000009 3.5000000000000004 2.1250000000000004 4.995000000000001 4.9850000000000012 0.74478940512375169 5.6250000000000009 decision_type=10 2 10 10 10 10 10 10 10 2 2 2 2 2 2 2 2 10 10 2 10 10 10 10 10 8 10 10 2 10 left_child=2 3 12 4 -2 7 22 16 -7 10 -6 14 25 -8 20 19 -5 -17 -4 23 26 -16 -3 24 -10 -1 27 -11 -29 -28 right_child=1 6 18 5 9 8 13 -9 15 11 -12 -13 -14 -15 21 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 29 28 -30 -31 leaf_value=0.0079897115064269403 0.00059839895393285934 3.3559837955549169e-05 0.0056257436609613133 0.0048453788722465328 0.0020699341734885914 -0.0055276701418898611 -0.0081095651017895742 -0.007030152873898258 0.0053790727796898677 -0.0048797000696742142 -0.0044531319160472744 -0.00055882701304786847 0.004986370517702279 -0.0015323581636533304 -0.0011190871316438184 0.0098772680103807776 -0.0029841930785513811 -0.0077762987159031858 0.0032120147583795874 0.011239255119029068 -0.0068792798563447879 -0.0052304595446928479 -0.0045001352799465101 0.008876630870107885 -0.0012389404200195519 0.0097461121446935101 -0.0066331570660733774 -0.0094441612907152622 0.0088789025959866638 -0.0016097639674419661 leaf_weight=3415.6277884766459 3568.0686885602772 761.69726225361228 4614.4966310672462 542.25053644552827 1224.7465526051819 231.36410372704268 9976.7962926756591 1469.6837118268013 782.12727892026305 3045.8271517753601 2492.2730312384665 1258.3268741331995 1144.1396634578705 445.05164229869843 1337.9138616062701 63.183550398796797 399.78391870111227 151.90953066945076 4090.139697317034 381.2731511220336 5145.1119125038385 910.81191991269588 968.33781145885587 437.88474800437689 262.27492884919047 9958.8445223644376 3496.1585264541209 55.969200510531664 237.77316574007273 501.23069796338677 leaf_count=24130 35441 9586 33141 4057 11311 4012 261567 33821 6663 53847 31645 12810 8807 7604 16267 406 5985 3420 33220 3424 111510 14611 18191 3076 3943 73698 73057 1118 1941 8871 internal_value=0 -0.00425094 0.00728376 -0.00302702 -0.00369786 0.000279665 -0.00707064 -0.00368937 0.00442344 -0.00447576 -0.0023038 -0.00498068 0.00895781 -0.00782869 -0.0053584 0.00553105 0.00152264 -0.00259057 0.00449158 0.00646845 -0.00582213 -0.00278434 -0.00250405 0.0052413 0.00371713 0.00929756 -0.00508079 -0.0039766 0.00538766 -0.00600328 internal_weight=0 40147.8 23223.2 27995.9 23274.2 4721.74 12151.9 2411.72 2310.02 19706.1 3717.02 15989.1 14518.6 10421.8 14730.8 2078.65 942.034 215.093 8704.64 1863.56 12482.1 2248.73 1730.04 1482.29 1044.4 13374.5 7336.96 3339.57 293.742 3997.39 internal_count=911180 738184 172996 441236 372429 68807 296948 43863 24944 336988 42956 294032 106635 269171 281222 20932 10042 3826 66361 17106 250344 30878 27777 13682 10606 97828 138834 56906 3059 81928 is_linear=0 shrinkage=0.01 Tree=189 num_leaves=31 num_cat=0 split_feature=9 9 9 9 9 1 4 4 9 0 1 9 1 9 2 4 9 0 1 1 0 2 9 1 9 9 3 9 9 2 split_gain=19249.1 1079.58 994.465 787.695 787.563 653.295 308.6 271.136 252.406 219.45 217.4 213.997 286.787 194.883 201.861 220.31 211.665 172.395 161.564 153.334 139.829 124.417 124.372 115.955 112.931 118.043 105.298 103.417 101.102 89.5015 threshold=3.1750000000000003 2.1250000000000004 3.8350000000000004 5.955000000000001 9.7700000000000014 0.012270400481782552 5.5000000000000009 3.5000000000000004 4.995000000000001 1.0000000180025095e-35 0.98936170212765973 4.9850000000000012 0.25943732193732194 8.4800000000000022 0.90045045045045058 1.5000000000000002 8.1200000000000028 1.0000000180025095e-35 0.7696153846153847 0.6401754385964914 1.0000000180025095e-35 0.68091632946090597 2.8250000000000006 0.91759259259259263 8.7300000000000022 8.8300000000000018 19.500000000000004 4.3550000000000013 8.3400000000000016 0.59532897128316986 decision_type=10 10 10 10 10 2 10 10 10 2 2 10 2 10 2 10 10 2 2 2 2 2 10 2 10 10 8 10 10 2 left_child=1 20 -2 5 6 9 7 13 11 -4 -10 17 -13 14 16 -16 18 27 19 21 23 -5 -3 29 -15 -26 -25 -7 -9 -1 right_child=2 22 3 4 -6 8 -8 28 10 -11 -12 12 -14 24 15 -17 -18 -19 -20 -21 -22 -23 -24 26 25 -27 -28 -29 -30 -31 leaf_value=0.0092672306405564165 0.00012281935407245674 0.0055749211499075873 0.00062755663067249636 0.00048103685161070552 -0.0083141508596923965 -0.0041047777930315861 0.0071081879835818412 -0.0082080193767916382 -0.0073512077525833041 -0.0039492994626217706 -0.00027684370122455832 0.0070490648066520271 -0.0086971889760534687 -0.0095748927218974444 -0.0018194690044868128 0.0098647394407665595 0.0076490866370784805 -0.0023259260414879037 0.0041804557239782398 -0.0077991892731828398 0.010061255584051234 -0.00488490659732256 0.0031794643236240827 -0.0012850761533067564 0.011087816104322131 -0.0033585355773776853 0.0066041793990718276 -0.0066953778663095508 0.0094419724773835752 0.0069369572780096714 leaf_weight=4948.9881331175566 4649.20735373348 4610.020599488169 1830.3350139074028 1514.8847117051482 1557.6986705604941 2136.8667647205293 508.60401107743382 590.29018997214735 13203.877692312002 2449.7729377411306 449.17214899137616 319.83407521992922 181.19291256181896 282.10846249759197 253.45164280757308 444.20239033177495 304.25049263238907 1560.0137767605484 485.16372622549534 400.10903136059642 6080.3073935732245 604.54242621175945 4090.6904847212136 219.71288003027439 62.006764892488718 644.1005627848208 735.56406053900719 5525.7322046905756 34.342322841286659 2471.2600581496954 leaf_count=36564 50946 33141 18156 22586 43074 37599 4362 13924 310278 30403 4773 3091 3940 7639 3730 4294 2340 20149 4157 9613 45297 11933 33220 1516 398 13323 5267 117265 211 17991 internal_value=0 0.00723183 -0.00422498 -0.00479691 -0.00196495 -0.00558391 -0.000351038 -0.00102616 -0.00624155 -0.00199206 -0.00711847 -0.00501027 0.00135454 -0.000249374 0.000731615 0.00561997 -0.000299037 -0.00535604 -0.00110385 -0.0021214 0.00890695 -0.00104954 0.00444868 0.00806897 -0.00422668 -0.00208993 0.00478966 -0.00597294 -0.00723762 0.00849115 internal_weight=0 23156.5 39991.8 35342.6 7685.76 27656.8 6128.06 5619.45 23376.7 4280.11 13653 9723.64 501.027 4994.82 4006.6 697.654 3308.95 9222.61 3004.7 2519.54 14455.8 2119.43 8700.71 8375.53 988.216 706.107 955.277 7662.6 624.633 7420.25 internal_count=911180 172996 738184 687238 141584 545654 98510 94148 497095 48559 315051 182044 7031 80013 58653 8024 50629 175013 48289 44132 106635 34519 66361 61338 21360 13721 6783 154864 14135 54555 is_linear=0 shrinkage=0.01 Tree=190 num_leaves=31 num_cat=0 split_feature=9 5 9 9 9 9 9 1 1 5 5 9 9 9 1 9 5 5 5 2 9 9 1 2 5 9 2 1 1 9 split_gain=18927.5 1371.58 1073.72 600.538 755.859 632.805 416.892 338.979 200.052 198.703 186.961 156.177 181.511 243.609 125.613 122.442 118.894 111.91 121.754 101.178 92.1866 90.3379 87.7978 295.979 95.261 85.5329 84.9885 81.8214 80.68 80.5405 threshold=3.1750000000000003 30.500000000000004 2.1250000000000004 6.0550000000000006 4.0850000000000009 8.4800000000000022 4.2350000000000012 1.0000000180025095e-35 0.028778467908902653 30.500000000000004 1.5000000000000002 6.9850000000000012 7.0550000000000006 8.1200000000000028 0.58847248576850109 2.8250000000000006 1.0000000180025095e-35 20.500000000000004 1.0000000180025095e-35 0.21498599439775909 4.5750000000000011 5.3850000000000007 0.21458087367178272 0.78956442831215978 23.500000000000004 3.5950000000000002 0.77728174603174616 0.1676706827309237 0.27293771043771048 2.1250000000000004 decision_type=10 2 10 10 10 10 10 2 2 2 2 10 10 10 2 10 2 2 2 2 10 10 2 2 2 10 2 2 2 8 left_child=2 3 9 4 -2 11 25 16 -8 29 20 14 -13 19 -5 -4 -6 18 27 -14 -9 -18 23 24 -12 -3 -15 -7 -11 -1 right_child=1 6 15 5 7 17 8 10 -10 28 22 12 13 26 -16 -17 21 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0078727675167651247 -4.6703147197917189e-06 3.199396044075067e-05 0.0055244999564627471 -0.0016363456378601208 -0.0032334318031538123 0.0094518543429425016 -0.0017275080755422287 -0.0017183764685857364 -0.0081045564224753071 0.00059388643214715992 -0.0063172909886264547 0.0099870660967666166 0.0064030270094593304 0.0082258690295527841 0.0042445219642708257 0.0031472445650913457 -0.00097903233696281498 0.0020225761134968858 -0.0072811172781191312 -0.0042797943758508764 -0.0046426507233524282 0.0050606734030646614 -0.0068980112789906083 -0.0064178669495507049 0.0088680378069756777 -0.0044518180944747403 -0.0075058633423326949 -0.0044638156784218641 0.0065119531939022667 0.0096591994950639467 leaf_weight=3392.2575157359242 4584.7436248958111 761.74627259746194 4605.5968789793551 977.7807192504406 2517.7995716631413 76.542239889502525 517.9924905076623 1308.3697722554207 9777.2635013293475 319.73461469262838 52.121136505156755 500.99123701453209 111.68086111545563 546.29628692567348 577.85414988547564 4091.2402580156922 1090.2288211025298 194.64795298501849 1141.5457132570446 430.04830023646355 6123.4645202420652 320.4393254853785 5933.3529626093805 1002.7694932594895 199.18347488343716 963.63682206347585 36.643999505788088 94.31983108818531 824.09918841719627 9856.9227380976081 leaf_count=24130 48945 9586 33141 13066 29163 639 8721 17315 260450 2970 1232 4469 802 3957 4796 33220 12346 2775 28096 8015 105394 2693 131386 22344 1611 18191 696 1496 5837 73698 internal_value=0 -0.00419863 0.00718032 -0.00297902 -0.00364045 0.000284504 -0.00702132 -0.00453916 -0.0077837 0.00885658 -0.00523995 0.00281315 0.00498058 0.0027504 0.000548154 0.00440617 -0.00193125 -0.0050533 -0.00610274 -0.00207746 -0.00412783 0.000392913 -0.00638989 -0.00398584 0.00571857 -0.00247224 0.00723696 0.00177008 0.00485768 0.00920181 internal_weight=0 39841.5 23089.9 27820.8 23132.5 4688.35 12020.6 18547.7 10295.3 14393 14619.3 3181.3 1625.66 1124.67 1555.63 8696.84 3928.47 1507.06 1312.41 541.729 7431.83 1410.67 7187.43 1254.07 251.305 1725.38 582.94 170.862 1143.83 13249.2 internal_count=911180 738184 172996 441236 372429 68807 296948 323484 269171 106635 279282 35801 17939 13470 17862 66361 44202 33006 30231 8817 122709 15039 156573 25187 2843 27777 4653 2135 8807 97828 is_linear=0 shrinkage=0.01 Tree=191 num_leaves=31 num_cat=0 split_feature=9 5 9 9 9 9 9 4 5 5 2 9 4 9 9 4 2 2 0 4 9 9 5 2 9 9 4 2 5 0 split_gain=18611.9 1357.6 1204.12 619.005 712.984 447.32 342.459 262.727 245.832 198.299 182.593 178.202 295.192 152.783 139.632 135.266 131.114 169.699 196.704 122.399 121.785 291.007 224.386 102.951 97.8895 178.549 93.0118 85.1373 83.1398 81.682 threshold=3.2350000000000008 30.500000000000004 2.1250000000000004 5.5950000000000006 4.495000000000001 8.8850000000000016 4.2350000000000012 5.5000000000000009 4.5000000000000009 30.500000000000004 0.97385509227614497 7.0450000000000008 1.5000000000000002 2.8250000000000006 3.7650000000000001 3.5000000000000004 0.99938118811881205 0.16749174917491746 1.0000000180025095e-35 3.5000000000000004 4.995000000000001 4.9850000000000012 17.500000000000004 0.20112359550561798 7.2000000000000011 6.9850000000000012 1.5000000000000002 0.98089094449853953 1.5000000000000002 1.0000000180025095e-35 decision_type=10 2 10 10 10 10 10 10 2 2 2 10 10 10 10 10 2 2 2 10 10 10 2 2 10 10 10 2 2 2 left_child=2 3 9 4 14 7 -3 8 11 -1 -8 15 27 -4 -2 29 17 18 -6 -7 21 28 -23 -10 25 -25 -16 -13 -19 -5 right_child=1 6 13 5 16 19 10 -9 23 -11 -12 12 -14 -15 26 -17 -18 20 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.0091526721131967425 0.00060542499617818402 -0.0027541105527463545 0.0054744778261597493 0.0023560039838792265 0.00027586504431861071 -0.0073483075489617199 -0.0080422311991394328 0.0080568319283288899 0.0044961122677341959 0.0048112694958593726 -0.0014801349055332403 0.001321572022938035 0.0087619655602126645 0.0029068783356957129 -0.0013906218599045899 -0.0068218794080141462 -0.001494648137700158 -0.0041481273819490554 -0.0051128240672062833 0.0024414188845017972 -0.0067414911927156295 -0.0074320982415223003 0.0084540232817424364 -0.0037142752710920667 -0.0081345752135666641 0.0084203225916387042 -0.005134515961394589 -0.0096141243245768879 -0.0072180236953768651 -0.0022049353395695178 leaf_weight=13187.423542916775 2838.2336357049644 1578.995268303901 4601.2250127010047 1414.140422962606 1047.3839692138135 978.13442290201783 9783.4256836939603 463.99792702496052 169.80327070876956 1143.3231104128063 443.24342928081751 175.02375267446041 715.08643885701895 4669.2807689495385 2439.7023857757449 242.92584810778499 955.51743292436004 2086.5008454844356 1917.6709669791162 146.89255369082093 6673.9894737675786 130.01802055537701 281.22821385785937 1014.8332028836012 376.99320274591446 137.71118618547916 911.49505240097642 120.00273175910115 1528.4150413535535 543.60157115384936 leaf_count=97828 28108 26231 33141 15302 11885 23973 261567 3567 1503 8807 7604 1934 6097 38577 31283 4368 10122 33936 26003 2039 143559 2502 2351 20285 9261 1184 15032 3020 33658 6453 internal_value=0 -0.00425507 0.0069896 -0.00303016 -0.00387153 -0.00033614 -0.00708858 0.000864213 0.000184523 0.00880631 -0.00775782 0.00181235 0.00528965 0.00418125 -0.00102666 0.000216254 -0.00507585 -0.00532626 -0.00320931 -0.00607008 -0.00591287 -0.00453931 0.00343153 -0.00289113 -0.00371124 -0.00226438 -0.00240893 -0.00312655 -0.0054461 0.00108958 internal_weight=0 39115 23601.3 27309.3 20810.2 6499.15 11805.7 5374.12 4910.12 14330.7 10226.7 3210.78 1010.11 9270.51 6189.43 2200.67 14620.7 13665.2 2965.05 1125.03 10700.2 4026.16 411.246 1699.34 1529.54 1152.54 3351.2 295.026 3614.92 1957.74 internal_count=911180 732827 178353 437425 338439 98986 295402 72974 69407 106635 269171 37174 11051 71718 74423 26123 264016 253894 37888 26012 216006 72447 4853 32233 30730 21469 46315 4954 67594 21755 is_linear=0 shrinkage=0.01 Tree=192 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 2 10 10 3 4 10 4 4 10 2 2 4 2 4 10 4 2 4 2 3 3 2 split_gain=56159.5 3173.39 1985.54 281.847 159.324 148.239 140.637 51.7214 30.7131 25.1227 22.2455 21.4649 19.9965 19.1317 19.0958 17.7769 17.0211 17.0182 16.2993 15.5232 15.2253 14.5409 14.2081 13.7113 17.9437 13.1456 12.6802 27.8036 15.5356 12.5087 threshold=0.068259380757808671 0.97252115607261669 0.00099748477805400022 0.65440738201141369 0.0070173616986721008 5.9116524425917312e-05 0.99977076053619396 0.2688089013099671 0.87439320388349528 0.78322452306747448 0.99473056197166454 21.500000000000004 2.5000000000000004 0.00025326936156485003 2.5000000000000004 1.5000000000000002 0.026551560498774003 0.8577380952380953 0.50155279503105599 2.5000000000000004 0.96352549889135264 2.5000000000000004 5.1029428504989491e-06 1.5000000000000002 0.83402203856749324 2.5000000000000004 0.50952467343976793 29.500000000000004 18.500000000000004 0.45488466757123475 decision_type=2 2 2 2 2 2 2 2 2 2 2 8 10 2 10 10 2 2 2 8 2 8 2 8 2 10 2 10 10 2 left_child=2 3 5 7 17 22 10 14 12 21 -3 29 16 -7 20 -9 -6 -4 -8 -12 26 -5 -1 -13 -25 -10 27 -2 -28 -11 right_child=1 6 4 9 8 13 18 15 25 11 19 23 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 28 -29 -30 -31 leaf_value=-0.010363867248588506 -0.00031337820851050553 0.0090850528876138259 -0.0054001733926963185 0.0054002351651261885 -0.0024677386110109408 -0.0088194003457540745 0.012087575758397914 0.0041893927546425742 0.0016547887318314131 0.0071157330593909079 0.010987682301353184 0.0072576865874842333 -0.0046693362181085179 -0.0074714288307039366 -0.0017035705237879461 0.002020737684389005 -0.00067004167706452523 -0.0028687562114026962 0.012706552539147939 0.0081193075100378549 0.0042968924818644928 0.00045678947288024471 -0.0097604281882788767 0.0045307450858972339 0.0095797529522730612 -0.0045730875119236267 0.0062456446638509246 0.0031860213599991184 -0.00018971025002609406 0.011568287674675208 leaf_weight=18951.955995080993 339.68928392231464 1280.1835934817791 2160.9948317632079 658.62421667575836 1239.3536944128573 2342.7772741317749 12122.86687155813 1442.3901887536049 343.15169443562627 105.25340600311756 2095.1677896603942 1373.6581127494574 254.1884890049696 1912.4018677473068 186.82651908695698 512.215307764709 915.93424348905683 302.78432805463672 6554.3053401261568 207.34397841989994 194.6078784018755 65.41142800450325 4913.4029967337847 434.35813671350479 84.000784486532211 37.60648088902235 40.069782167673111 684.68541318923235 587.94030835479498 157.52169580757618 leaf_count=482063 2019 6464 29129 2979 12285 45097 87756 6957 2728 472 12073 6381 3204 31966 1586 2887 7428 3976 41083 1108 938 316 108387 2026 378 377 291 3767 4360 699 internal_value=0 0.0101233 -0.00887875 0.00418064 -0.00323591 -0.00993305 0.0119567 0.00245947 -0.00159956 0.0065652 0.0101418 0.0071067 -0.00201662 -0.00821358 0.0013431 0.00362108 -0.00170377 -0.00508908 0.0123048 0.0107294 0.00165128 0.00495363 -0.0102396 0.00673475 0.00534894 0.00103968 0.0013397 0.0020256 0.000220893 0.00978484 internal_weight=0 29127.1 33374.6 6867.25 5254.01 28120.5 22259.9 3988.42 2790.23 2878.83 3582.7 2154.79 2409.48 4255.18 2033.82 1954.61 2155.29 2463.78 18677.2 2302.51 1846.99 724.036 23865.4 1892.02 518.359 380.758 1652.38 1024.37 628.01 262.775 internal_count=911180 184540 726640 36056 59127 667513 148484 22805 26022 13251 19645 9956 22917 77063 12961 9844 19713 33105 128839 13181 11375 3295 590450 8785 2404 3105 10437 5786 4651 1171 is_linear=0 shrinkage=0.01 Tree=193 num_leaves=31 num_cat=0 split_feature=9 9 9 9 9 2 2 0 0 4 4 9 2 4 9 9 2 0 2 4 2 9 9 9 9 9 0 2 4 9 split_gain=18059.6 1052.74 948.802 752.362 760.121 430.451 364.92 318.663 301.188 290.683 263.481 184.071 190.421 210.505 198.699 148.324 145.971 143.379 134.674 121.807 113.572 111.851 111.946 107.273 105.214 96.8739 87.6533 83.6087 79.4035 76.7318 threshold=3.1750000000000003 2.1250000000000004 3.8350000000000004 5.955000000000001 9.7700000000000014 1.0000000180025095e-35 0.98843892007484635 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 3.5000000000000004 8.4800000000000022 0.90045045045045058 1.5000000000000002 8.1200000000000028 4.3550000000000013 0.23123827392120072 1.0000000180025095e-35 0.36032786885245904 2.5000000000000004 0.68091632946090597 8.7300000000000022 8.8300000000000018 2.8250000000000006 4.995000000000001 8.3400000000000016 1.0000000180025095e-35 0.96178188899707895 1.5000000000000002 7.6900000000000004 decision_type=10 10 10 10 10 2 2 2 2 10 10 10 2 10 10 10 2 2 2 10 2 10 10 10 10 10 2 2 10 10 left_child=1 17 26 5 9 7 8 -4 15 10 11 12 14 -14 16 -7 28 -1 -18 23 29 -13 -23 -3 -10 -12 -2 -24 -5 -20 right_child=2 19 3 4 -6 6 -8 -9 24 -11 25 21 13 -15 -16 -17 18 -19 20 -21 -22 22 27 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0078782906085174114 -0.00081385239398876837 0.0055835732157123374 0.0018131594778421534 0.0046540645265519326 -0.0082416291433409835 -0.004152837901366003 -0.0009897373436246863 -0.0043973597564358723 -0.0011861714928822281 0.0069798932570439643 -0.0081390420209376396 -0.0095321734756180585 -0.0017469324810093848 0.0097681261063177656 0.007513966885858603 -0.0069932460395009432 -0.0076847908989875558 0.0099171588423540933 -8.5615656767050425e-05 -0.0022825978518000003 -0.0047792409314700978 0.01096862225893297 -0.0069104988740087969 0.0033145665178432437 -0.0054713573394651127 0.0092889984489249299 0.0021472010877574047 0.00035612489930270076 -0.0024155487511905104 0.010349001362636872 leaf_weight=8228.5339415594935 3159.3339313566685 4435.1409640014172 1245.0589394532144 563.38718678057194 1513.3668955415487 2052.7449451182038 1380.1223090626299 2455.7159550748765 1410.4443051032722 500.92948866449296 576.22958578728139 273.40541364252567 250.52901647612453 433.38355942629278 299.13204326108098 17610.39552440308 391.1428906545043 5938.1585831791162 1117.8429292738438 271.97157935425639 594.03362645022571 60.900610323995352 312.28261756151915 3929.8346808999777 964.98062862828374 33.762814272195101 1462.4944209903479 321.19593462720513 221.26908137276769 75.214700724929571 leaf_count=61338 38722 31971 11829 4214 43074 37017 15007 31757 17916 4362 13924 7639 3730 4294 2340 415643 9615 45297 18747 2848 11933 398 7567 31542 16485 211 12224 5756 3045 735 internal_value=0 0.00705525 -0.00413284 -0.0047004 -0.00190575 -0.00547719 -0.00597802 -0.00230794 -0.0062904 -0.000314205 -0.000975686 -0.000206172 0.000752349 0.00554996 -0.000253513 -0.00669672 -0.00103771 0.00873291 -0.0023699 0.00430347 -0.00120662 -0.00411434 -0.00198112 0.0045176 -0.00292696 -0.00717441 0.00012312 -0.00322606 0.00266047 0.000572221 internal_weight=0 22803.6 39279.3 34657.5 7538.01 27119.5 23418.7 3700.77 22038.6 6024.64 5523.71 4913.72 3945.94 683.913 3262.02 19663.1 2962.89 14166.7 2178.23 8636.95 1787.09 967.785 694.379 8364.98 2375.42 609.992 4621.83 633.479 784.656 1193.06 internal_count=911180 172996 738184 687238 141584 545654 502068 43586 487061 98510 94148 80013 58653 8024 50629 452660 48289 106635 41030 66361 31415 21360 13721 63513 34401 14135 50946 13323 7259 19482 is_linear=0 shrinkage=0.01 Tree=194 num_leaves=31 num_cat=0 split_feature=9 9 9 9 9 2 2 0 0 4 4 9 2 4 9 0 2 2 9 9 2 4 2 9 9 9 9 9 0 2 split_gain=17756 1045.89 937.377 764.587 751.145 419.442 331.879 314.716 293.535 285.544 260.135 181.191 187.338 207.671 195.227 144.35 143.294 133.197 132.769 202.499 226.592 119.435 111.723 111.084 110.181 105.65 103.474 95.5596 93.012 82.6323 threshold=3.1750000000000003 2.1250000000000004 3.9350000000000005 5.955000000000001 9.7700000000000014 1.0000000180025095e-35 0.98843892007484635 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 3.5000000000000004 8.4800000000000022 0.90045045045045058 1.5000000000000002 8.1200000000000028 1.0000000180025095e-35 0.23123827392120072 0.36032786885245904 4.995000000000001 4.9850000000000012 0.73935688405797106 2.5000000000000004 0.68091632946090597 8.7300000000000022 8.8300000000000018 2.8250000000000006 4.995000000000001 8.3400000000000016 1.0000000180025095e-35 0.96178188899707895 decision_type=10 10 10 10 10 2 2 2 2 10 10 10 2 10 10 2 2 2 10 10 2 10 2 10 10 10 10 10 2 2 left_child=1 15 28 5 9 7 8 -4 18 10 11 12 14 -14 16 -1 -5 -18 19 -7 -21 25 -19 -13 -25 -3 -10 -12 -2 -26 right_child=2 21 3 4 -6 6 -8 -9 26 -11 27 23 13 -15 -16 -17 17 22 -20 20 -22 -23 -24 24 29 -27 -28 -29 -30 -31 leaf_value=0.0078236168639423051 -0.0010313178076231436 0.005533413679815251 0.0018007329552826158 0.0026359722706734406 -0.0082169065649243117 -0.0060682050725111005 -0.0011580936290779987 -0.0044435617730094312 -0.0011375381493182086 0.0069245800477901846 -0.0081123288554576217 -0.0095187247358018614 -0.0017310010083126433 0.0097202113059682346 0.0074581679942053907 0.009874072383155132 -0.0076552188853359383 0.00056641864903317265 -0.0073692670918455438 -0.0086757303007621196 0.006581971480210275 -0.0022614840765576654 -0.0047469634880006398 0.010913156238349618 -0.006881942901073637 0.0032811414115079987 -0.0054373418896257785 0.0092322789876834663 0.0018768804712773941 0.00035247509395652788 leaf_weight=8203.3040685690939 3573.4300268888474 4430.6142298355699 1215.6132323779166 784.03140619583428 1502.7941095009446 6949.0344062093645 1327.8104703165591 2402.1025090180337 1339.5260175839067 499.88683391362429 572.36518736556172 271.06551958434284 250.30755500867963 431.17579158209264 298.36021503433585 5904.5982016399503 388.73940706253052 1193.2078674472868 11846.340289283544 152.41324529610574 269.34074451774359 271.76669946685433 592.10181426815689 60.599549569189548 310.45182579755783 3930.1677031219006 961.32567369937897 33.631199460476637 1588.6617829799652 321.27621838822961 leaf_count=61338 45293 31971 11529 7259 43074 146688 14556 31330 17113 4362 13924 7639 3730 4294 2340 45297 9615 19482 293798 3571 2710 2848 11933 398 7567 31542 16485 211 13527 5756 internal_value=0 0.00700422 -0.00410665 -0.00470992 -0.00189383 -0.00550909 -0.00601008 -0.00234537 -0.00630948 -0.000312013 -0.000968863 -0.000204661 0.000746339 0.0055142 -0.000251443 0.0086818 -0.00102906 -0.00235078 -0.00671362 -0.00565987 0.00106815 0.00426262 -0.00119578 -0.00409193 -0.00196719 0.00447468 -0.00293405 -0.00714975 -0.000136304 -0.00320275 internal_weight=0 22740.5 39135.6 33973.5 7509.99 26463.5 22845.8 3617.72 21518 6007.2 5507.31 4901.32 3937.92 681.483 3256.44 14107.9 2958.08 2174.05 19217.1 7370.79 421.754 8632.55 1785.31 963.393 692.328 8360.78 2300.85 605.996 5162.09 631.728 internal_count=911180 172996 738184 679364 141584 537780 494921 42859 480365 98510 94148 80013 58653 8024 50629 106635 48289 41030 446767 152969 6281 66361 31415 21360 13721 63513 33598 14135 58820 13323 is_linear=0 shrinkage=0.01 Tree=195 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 10 9 10 9 10 9 9 10 1 1 5 9 9 9 5 9 9 5 9 5 5 5 9 9 split_gain=54909.1 3134.96 1980.54 276.29 167.886 148.892 141.263 125.058 111.703 63.5744 60.1199 53.6561 50.7645 37.2334 29.6163 25.2564 25.2077 31.9659 26.3752 26.9316 26.18 21.7827 21.7536 20.4646 25.5205 19.8602 18.4762 17.7267 29.6297 26.6899 threshold=0.068259380757808671 0.97252115607261669 0.00099748477805400022 0.65440738201141369 5.4750000000000005 5.9116524425917312e-05 0.99977076053619396 5.5050000000000008 0.0089773964136838514 5.2150000000000007 0.0070173616986721008 5.5250000000000012 2.8250000000000006 0.18897357583045957 0.80070921985815613 0.75110619469026563 353.50000000000006 4.4150000000000009 5.2950000000000008 3.6650000000000005 19.500000000000004 9.0500000000000025 5.535000000000001 101.50000000000001 3.1750000000000003 497.50000000000006 6.5000000000000009 9.5000000000000018 5.8950000000000005 6.1250000000000009 decision_type=2 2 2 2 8 2 2 8 2 8 2 8 10 2 2 2 2 10 8 10 2 10 8 2 10 2 2 2 10 10 left_child=2 3 5 7 8 -1 16 13 26 -5 -6 -7 -8 -2 21 -12 18 -18 19 -3 -21 22 -9 -15 -25 27 -4 28 -11 -30 right_child=1 6 4 9 10 11 12 14 -10 25 15 -13 -14 23 -16 -17 17 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.010228794056732366 2.5287224736954934e-05 0.010343771112131776 -0.0051117797969664506 0.0053167321926331024 -0.0023341279209149403 -0.0087533614334076252 0.011888380996563048 0.01573250175093464 -0.0024862446594587648 0.0086869667942982703 0.0027638367823314617 -0.0059385151065940982 0.013004139989116538 0.0026426888292912609 2.6546622894151141e-05 -0.0027811894589054136 0.011157789198349871 -0.0062869267988043031 0.010970258587244095 0.0085477608509124427 0.003066938598679664 0.011719294068282482 0.0054860505135411819 0.0061982090489310073 -0.0029386733026087425 -0.0044529588838016828 -0.0070725571318070836 0.010410357514304752 -0.003433939702826213 0.0061031204323425039 leaf_weight=23447.377796269953 1122.3321716338396 924.68557401746511 1259.5056184343994 1734.4098711907864 619.14741211012006 3364.064078995958 12282.489479795098 21.308594264090061 1894.2953344024718 615.30653217434883 580.3512755818665 847.86483689397573 6104.368203535676 1754.8420352116227 84.3249476775527 95.684916894882917 20.877960115671158 21.140161082148552 1900.9559539034963 582.19004851579666 102.49551379680634 66.861251138150692 749.82568073272705 39.241194263100624 138.34058208763599 11.965480133891104 777.06059845164418 338.65669298171997 37.937109768390656 129.5461937636137 leaf_count=590450 7873 5381 15754 7729 6533 63687 93266 124 18392 3213 4422 13376 35573 8952 396 523 95 88 11171 2491 419 315 3886 179 1080 61 13503 1501 169 578 internal_value=0 0.0100627 -0.0088511 0.00415439 -0.00320531 -0.00991783 0.0119061 0.00244833 -0.00423414 0.00652033 -8.28384e-05 -0.00818673 0.0122588 0.00147395 0.00567549 0.001979 0.0100805 0.002381 0.0101727 0.00923063 0.0077273 0.00624393 0.00576919 0.00231532 -0.000919648 0.00836215 -0.00585992 0.00849889 0.00767193 0.00394285 internal_weight=0 28784.1 32885.4 6844.9 5226.05 27659.3 21939.2 3977.08 3930.86 2867.82 1295.18 4211.93 18386.9 3054.76 922.32 676.036 3552.35 42.0181 3510.33 1609.37 684.686 837.996 771.134 1932.42 177.582 1133.41 2036.57 1121.45 782.79 167.483 internal_count=911180 184540 726640 36056 59127 667513 148484 22805 47649 13251 11478 77063 128839 18084 4721 4945 19645 183 19462 8291 2910 4325 4010 10211 1259 5522 29257 5461 3960 747 is_linear=0 shrinkage=0.01 Tree=196 num_leaves=31 num_cat=0 split_feature=9 5 9 9 9 9 9 4 5 5 9 4 9 4 9 4 9 9 4 4 9 5 4 5 5 9 9 9 3 0 split_gain=17229.1 1314.04 1157.5 580.184 672.313 417.583 334.347 241.691 225.976 199.402 163.56 275.67 143.244 239.219 142.202 135.758 127.966 159.979 127.849 120.683 103.37 97.076 102.732 101.487 166.591 92.2881 110.233 83.9321 79.6113 77.9591 threshold=3.2350000000000008 30.500000000000004 2.1250000000000004 5.5950000000000006 4.495000000000001 8.8850000000000016 4.2350000000000012 5.5000000000000009 4.5000000000000009 30.500000000000004 7.0450000000000008 1.5000000000000002 5.9350000000000014 2.5000000000000004 2.8250000000000006 2.5000000000000004 9.7700000000000014 7.5550000000000006 3.5000000000000004 3.5000000000000004 3.8350000000000004 1.5000000000000002 1.5000000000000002 21.500000000000004 24.500000000000004 4.995000000000001 4.9850000000000012 2.1250000000000004 29.500000000000004 1.0000000180025095e-35 decision_type=10 2 10 10 10 10 10 10 2 2 10 10 10 10 10 10 10 10 10 10 10 2 10 2 2 10 10 8 10 2 left_child=2 3 9 4 15 7 -3 8 10 27 18 -12 -8 16 -4 20 17 -14 29 -7 -2 -6 23 -23 25 26 -25 -1 -11 -5 right_child=1 6 14 5 21 19 12 -9 -10 28 11 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.0075870119012451881 0.00077429347019854341 -0.0026697415699104294 0.0052876809827508264 0.0023501436701384489 -0.0042149663228530053 -0.0072291852333743554 -0.0083876965297297219 0.0078498717587485271 -0.0027720964547371147 0.0078942510677868765 -0.0030546632084864525 0.008596792343196687 -0.0046819789717961052 -0.0094947012685210243 0.0027937900590165867 -0.0060683183890286327 -0.0092646167637186871 0.002447546491070973 -0.0066921796358798621 0.0025726558228775344 -0.0019396089983176202 -0.0056103046587265828 -0.0075830006168130758 -0.0083088318341124432 -0.0074215697809152503 -0.0044532734802620877 0.0091107172976180369 0.0094379019077314909 0.0024531593809617729 -0.002137117429017934 leaf_weight=3298.9066669866443 2893.4176417067647 1552.7679156213999 4531.0759203098714 1395.0292592346668 7991.661554466933 945.59972118213773 7249.0002221409231 453.62480316311121 1659.415984602645 441.33424704149365 287.34111617133021 692.31978866457939 833.89495145343244 1010.1102478597313 4615.3018225729465 482.73098791763186 295.19319316186011 505.53198037855327 236.00870488956571 144.85475803166628 2725.5096333362162 3370.4567274972796 2258.7066513262689 43.515609499067068 260.94048285111785 116.56406543403864 219.93084548786283 9520.9275162294507 688.27927744761109 535.90546053647995 leaf_count=24130 28712 26231 33141 15302 127704 23973 200092 3567 32233 3061 4954 6097 19451 32158 38577 8483 9196 8274 4368 2039 37228 69416 55476 989 6118 2596 1717 73698 5746 6453 internal_value=0 -0.00414899 0.00679395 -0.00293429 -0.00375725 -0.000295209 -0.00698383 0.000872425 0.000213847 0.00860671 0.00178854 0.00517934 -0.0076609 -0.00566882 0.00402925 -0.000979313 -0.00330463 -0.00199112 0.000255574 -0.00592712 -0.000542109 -0.00494575 -0.00587718 -0.00491668 -0.00126923 0.00295537 0.00623339 0.00896162 0.00457897 0.00110476 internal_weight=0 38160 23095.8 26713.5 20363.4 6350.1 11446.5 5259.65 4806.02 13949.4 3146.6 979.661 9893.73 2644.73 9146.38 6101.66 1634.62 1339.43 2166.94 1090.45 5618.93 14261.8 6270.11 4011.41 640.951 380.011 263.446 12819.8 1129.61 1930.93 internal_count=911180 732827 178353 437425 338439 98986 295402 72974 69407 106635 37174 11051 269171 69079 71718 74423 36921 27725 26123 26012 65940 264016 136312 80836 11420 5302 2706 97828 8807 21755 is_linear=0 shrinkage=0.01 Tree=197 num_leaves=31 num_cat=0 split_feature=9 9 2 0 9 9 9 1 4 0 4 1 9 1 0 9 2 1 9 4 4 9 2 9 9 0 9 9 2 9 split_gain=16941.1 1381.86 611.277 569.103 448.383 622.168 571.469 315.762 276.656 269.154 253.405 234.119 191.269 180.792 146.284 145.406 216.12 119.106 114.585 101.934 99.1421 94.2235 93.9724 105.085 93.1023 90.7535 90.3193 241.583 196.105 116.909 threshold=3.3550000000000004 2.1250000000000004 1.0000000180025095e-35 1.0000000180025095e-35 4.0850000000000009 6.2150000000000007 9.7700000000000014 0.019324122479462254 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 0.76506899055918665 2.8250000000000006 0.091372912801484213 1.0000000180025095e-35 8.0200000000000014 0.90045045045045058 0.91759259259259263 4.205000000000001 5.5000000000000009 1.5000000000000002 4.995000000000001 0.59532897128316986 1.5450000000000002 5.3550000000000013 1.0000000180025095e-35 4.995000000000001 4.9850000000000012 0.73935688405797106 5.6250000000000009 decision_type=10 10 2 2 10 10 10 2 10 2 10 2 10 2 2 10 2 2 10 10 10 10 2 8 10 2 10 10 2 10 left_child=1 14 3 24 -4 7 8 -6 11 20 13 -7 -3 -10 17 25 -17 22 -5 -20 26 -11 23 -1 -2 -12 27 -9 -29 -28 right_child=2 12 4 18 5 6 -8 9 10 21 15 -13 -14 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 29 28 -30 -31 leaf_value=0.0051330840460804984 0.0010024260735112646 0.005239643886199517 -0.0015201230095590224 0.00054370461673335947 -0.001279007815625067 -0.0039151749434327109 -0.008257901417642018 -0.0055793998526203707 0.011120298971536524 -0.0010515301357775177 -0.0054007061168484215 0.0099217328606413541 0.0024816008168266064 0.0023567686855719525 0.0097698132267889301 0.0072572581898074388 -0.0089464967165436022 0.0043260016798705595 -0.0048720492404367849 0.0053046740135501685 -0.0074687072812687659 -0.0051951326011278609 0.0065174719439647887 0.0095226830187260369 0.0052825408938882547 0.0064252773674631312 -0.0073807248373975636 -0.0092251550822915022 0.0079343300481436261 -0.003845159680380903 leaf_weight=628.50389759242535 1088.9464278146625 4526.911721944809 3673.7033769823611 535.40570967644453 1355.4259166494012 1889.7785710729659 1188.1640234198421 4027.6803662981838 393.3716846704483 1195.5417392998934 586.43015845306218 130.74038547277451 5656.1162972860038 586.22685975208879 5797.3687409088016 337.10124166868627 108.90407995134592 931.99503263086081 2714.4794243462384 102.12803110852838 8216.0186471827328 1014.4434739872813 2408.91287593171 4123.1873866990209 952.97733220458031 72.965715847909451 5340.7819911707193 91.600985012948513 244.02695603296161 1133.7987725734711 leaf_count=4524 10887 33141 50233 4785 15259 39137 36112 83522 3748 15563 12938 917 48625 7873 45297 2865 3249 6783 39243 900 212398 17419 17991 32040 7093 599 128898 2161 2179 24801 internal_value=0 0.00650591 -0.00427299 -0.00116177 -0.00480428 -0.00523652 -0.00215041 -0.00595877 -0.000382856 -0.00625707 0.00217258 -0.00301984 0.0037077 0.00587589 0.00855733 -0.00110927 0.00330068 0.00768873 -0.00369695 -0.00450305 -0.00664023 -0.00295356 0.00812641 0.00894207 0.00299998 -0.0040921 -0.00601218 -0.00490015 0.00325109 -0.00676159 internal_weight=0 24073 36980.6 5393.94 31586.7 27913 5293.68 22619.3 4105.52 21263.9 2085 2020.52 10183 979.599 13890 1105.4 446.005 8092.6 3352.01 2816.61 19053.9 2209.99 7160.6 4751.69 2041.92 659.396 10837.9 4363.31 335.628 6474.58 internal_count=911180 188401 722779 62908 659871 609638 107438 502200 71326 486941 31272 40054 81766 11621 106635 19651 6114 61338 44928 40143 453959 32982 54555 36564 17980 13537 241561 87862 4340 153699 is_linear=0 shrinkage=0.01 Tree=198 num_leaves=31 num_cat=0 split_feature=5 2 2 4 2 2 1 3 5 4 4 5 2 2 2 5 2 2 7 4 4 5 4 5 1 2 4 4 5 5 split_gain=5374.49 681.886 586.162 545.482 489.837 420.202 304.873 295.47 244.045 223.309 133.037 131.245 130.668 125.248 126.698 124.02 113.95 112.274 111.724 110.004 96.0448 95.7798 94.465 90.5212 108.759 89.5866 88.3645 121.91 79.5846 75.4227 threshold=3.5000000000000004 1.0000000180025095e-35 0.50155279503105599 1.5000000000000002 0.49341991341991348 0.33477011494252878 0.091372912801484213 27.500000000000004 28.500000000000004 3.5000000000000004 2.5000000000000004 1.5000000000000002 0.90943267259056748 0.97385509227614497 0.92890109890109895 2.5000000000000004 0.76506899055918665 0.7576941287878789 1.0000000180025095e-35 5.5000000000000009 2.5000000000000004 1.5000000000000002 1.5000000000000002 4.5000000000000009 0.26944684528954194 0.64729990356798472 2.5000000000000004 5.5000000000000009 289.50000000000006 1.0000000180025095e-35 decision_type=2 2 2 10 2 2 2 8 2 10 10 2 2 2 2 2 2 2 2 10 10 2 10 2 2 2 10 10 2 2 left_child=2 -2 4 13 5 7 12 18 19 15 -10 26 -4 14 28 16 17 22 21 23 -6 -1 -8 24 -5 -24 -9 -28 -3 -7 right_child=1 3 6 8 20 29 9 11 10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 25 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0007327555362556527 0.0029299590768130678 -0.0024783426017942777 0.0090505626042635245 0.0044875048575069741 0.0060458226041236064 0.00013591657696277918 0.001601356876185279 0.0045897059144050737 -0.0056853261169377235 -0.006174995970881789 -0.0088129432562566792 0.00070416933580229183 0.0026269583205305175 0.00094189818286257126 -0.0065539166654923009 -0.0051156354274946225 -0.0020482341635653933 0.0080651584781339259 0.011413283441391371 0.0037373269825086244 -0.0034805100007582013 -0.0047295978030752672 -0.0034738550405268402 -0.0048423429832435824 -0.0053777959025985622 0.0012469308941186418 -0.0022139339796167583 0.006931316853141801 -0.0052334176533626485 -0.0034335798348473735 leaf_weight=2243.7583439275622 1567.8577223792672 12482.531049882993 355.67508443444967 244.26582212001085 6066.9947935417295 1981.5427249893546 4186.0958655327559 9657.8306836038828 2895.0099593102932 596.06733091175556 2565.0165599398315 1093.2625276148319 2887.9978934526443 875.97118040919304 914.93086887709796 419.84421450272202 1448.3638290241361 221.38453797250986 87.895074836909771 184.14002479985356 107.71223754808307 374.59952300041914 852.16131753474474 2925.0233815070242 205.9862436875701 760.95241098478436 441.51155673712492 217.60470045357943 1144.6293177101761 844.12232983484864 leaf_count=24115 14413 226800 3738 2487 53457 27072 47965 86539 71631 12111 78760 13477 28649 11824 23712 7694 22522 1967 825 2120 1754 7396 14633 63869 4166 10296 5566 1752 25317 14553 internal_value=0 -0.00346297 0.00254459 -0.00387312 0.00346842 0.00258963 0.000723717 0.00329423 -0.0058265 -0.000273141 -0.00715462 0.00399881 0.00333132 -0.00273041 -0.00295162 0.000172795 0.000470068 0.00107589 0.000323544 -0.00378921 0.00587964 -4.87247e-05 0.000809076 -0.00419983 -2.57809e-05 -0.00124692 0.00434793 0.000805335 -0.00270976 -0.000930413 internal_weight=0 26005.4 34845.4 24437.5 23116.8 16942.1 11728.5 14116.5 9019.44 8484.87 5460.03 11410.2 3243.67 15418.1 14542.1 7888.8 7468.96 6020.59 2706.25 3559.42 6174.71 2618.36 5799.21 3375.28 450.252 1613.11 10316.9 659.116 13627.2 2825.67 internal_count=911180 525099 386081 510686 236506 181295 149575 139670 223033 117188 150391 107334 32387 287653 275829 105077 97383 74861 32336 72642 55211 31511 72894 70522 6653 24929 93857 7318 252117 41625 is_linear=0 shrinkage=0.01 Tree=199 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 5 1 10 5 5 1 10 4 10 1 4 4 1 0 4 5 1 4 5 10 4 5 split_gain=53580 3093.57 1973.68 270.859 155.647 149.491 141.1 49.9893 31.2008 28.7338 24.9682 24.2818 21.4075 20.9298 19.8481 19.5723 19.2425 18.9123 20.8063 18.114 18.0992 20.4145 20.3499 20.6477 23.8 17.1354 15.5816 14.4495 13.9923 13.9047 threshold=0.068259380757808671 0.97252115607261669 0.00099748477805400022 0.65440738201141369 0.0070173616986721008 5.9116524425917312e-05 0.99977076053619396 0.2688089013099671 7.5000000000000009 0.13712060166532367 0.78322452306747448 353.50000000000006 1.5000000000000002 0.13712060166532367 0.99766892194747936 2.5000000000000004 0.00025326936156485003 0.18773496240601503 2.5000000000000004 2.5000000000000004 0.15018796992481201 1.0000000180025095e-35 2.5000000000000004 178.50000000000003 0.24165739710789766 2.5000000000000004 97.500000000000014 5.1029428504989491e-06 2.5000000000000004 164.50000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 10 10 2 2 8 2 2 10 2 2 8 2 left_child=2 3 5 7 13 27 11 25 -8 12 28 14 -6 -4 -3 -13 -7 -9 26 -11 21 -12 -22 -24 -25 -2 -19 -1 -5 -14 right_child=1 6 4 10 9 16 8 17 -10 19 20 15 29 -15 -16 -17 -18 18 -20 -21 22 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.010345847886189032 0.0016263606486020372 0.0093968759794585879 -0.0033798928647685322 0.0053035760783435582 -0.0012003484544435884 -0.0087738357401269985 0.012014421105881046 0.0049463485541139038 0.013088616878243309 -0.0018530533759838572 0.0098599779591919297 0.0048865207282514844 0.0028917476954028586 -0.0055455932235736194 0.010910067291508769 -0.016752850855576797 -0.0074077327590899916 0.0036565288609727731 -0.001360093489364598 -0.004903237550394352 0.0067721769886652438 0.0063823556761771431 0.0014858606710212402 0.028426089916630894 0.0022137640646257362 -0.0015735480877941777 -5.5836714039863334e-05 -0.0097275366782723326 0.00043545752996793774 -0.0050620140561808092 leaf_weight=18224.536795938388 1836.5850411877036 1830.0649762973189 589.00829358026385 654.18748380243778 487.06155098602176 2290.0904418006539 14756.706302843988 666.71224746108055 3310.5682879164815 1769.5816702023149 389.93872047960758 37.159690111875534 265.52077685296535 1841.0201135054231 1646.8829697221518 4.7095137983560553 1875.509425804019 1042.2621668949723 106.65242063254118 218.76896046102047 1308.2010668218136 297.65154312551022 126.15239216387272 6.4330020546913129 7.5050638616085052 184.12473917007446 126.81657657027245 4768.4612905327231 64.900192514061928 23.962997943162918 leaf_count=482063 11375 9589 6799 2979 3298 45097 110157 3058 18682 17220 1713 163 2275 26306 9873 20 31966 5222 735 2955 6120 1456 597 30 40 1586 829 108387 316 274 internal_value=0 0.0099997 -0.00882161 0.00412761 -0.0031743 -0.00990183 0.0118544 0.00243592 0.0122113 -0.00155157 0.00647593 0.0100225 7.96792e-05 -0.00502065 0.0101136 0.00245249 -0.00815876 0.00358142 0.0028681 -0.00218865 0.00701855 0.00835455 0.00638428 0.00276196 0.0143119 0.00133479 0.00325383 -0.0102176 0.00486421 0.00223335 internal_weight=0 28404.2 32353.5 6818.12 5194.92 27158.6 21586.1 3963.15 18067.3 2764.9 2854.97 3518.82 776.545 2430.03 3476.95 41.8692 4165.6 1942.44 1275.73 1988.35 2135.88 687.59 1448.29 140.09 13.9381 2020.71 1169.08 22993 719.088 289.484 internal_count=911180 184540 726640 36056 59127 667513 148484 22805 128839 26022 13251 19645 5847 33105 19462 183 77063 9844 6786 20175 9956 3169 6787 667 70 12961 6051 590450 3295 2549 is_linear=0 shrinkage=0.01 Tree=200 num_leaves=31 num_cat=0 split_feature=9 5 9 9 9 9 9 4 5 5 2 5 9 4 2 2 2 4 4 4 9 9 2 9 9 2 2 2 9 9 split_gain=16363.8 1268.74 1004.77 527.804 736.431 397.956 397.704 230.444 210.884 195.064 179.664 154.132 153.871 264.337 128.792 272.449 173.103 122.615 118.788 113.57 113.362 98.027 93.339 96.8002 165.597 88.2553 86.8111 80.6287 79.0767 76.8498 threshold=3.1750000000000003 30.500000000000004 2.1250000000000004 5.5950000000000006 4.0850000000000009 8.8850000000000016 4.2350000000000012 5.5000000000000009 4.5000000000000009 12.500000000000002 0.97156334231805941 1.5000000000000002 7.0450000000000008 1.5000000000000002 0.78598691384950936 0.78956442831215978 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 2.5000000000000004 4.5750000000000011 2.8250000000000006 0.20112359550561798 7.2000000000000011 6.9850000000000012 0.68703358208955234 0.94754041967664271 0.98089094449853953 3.5950000000000002 2.1250000000000004 decision_type=10 2 10 10 10 10 10 10 2 2 2 2 10 10 2 2 2 10 10 10 10 10 2 10 10 2 2 2 10 8 left_child=2 3 9 4 -2 7 28 8 12 29 -8 20 17 27 16 -16 -13 -5 -7 21 -6 -4 -10 24 -24 -11 -17 -14 -3 -1 right_child=1 6 19 5 11 18 10 -9 22 25 -12 14 13 -15 15 26 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0075561779113386251 -1.1781610612602334e-05 0.0001181490565763692 0.0053383532390144841 0.0010986699002722186 -0.0013699192058538199 -0.0071420477159601535 -0.0078839236099726567 0.0077362641045916891 0.0044131455703137227 0.006906177743347619 -0.0014037883653867419 -0.0014968422471757757 0.0013298691997715769 0.0084777848914218742 0.0075824460653580797 -0.0069072264962573319 -0.0070821899536781261 -0.0066028183410274189 0.0026366235034559031 -0.0023017807709435241 -0.0042635222071285813 0.0031535613239477719 -0.003459500651929489 -0.0080070148555919339 0.0083693677196172572 0.0019199118590075101 -0.0013460128268156053 -0.0095413873370319494 -0.0042511280998178465 0.0093713194656343101 leaf_weight=3147.3999853059649 4501.8206187598407 746.17339859157801 4359.9549188353121 1916.5186561308801 1648.4271321631968 924.63933691568673 9206.9826127775013 447.20941510796547 166.69073599763215 998.63122398406267 448.70377432368696 627.88742499053478 170.93636792525649 677.36559836193919 206.16887004114687 761.38492213375866 4772.5959636680782 231.71978862956166 143.50608325377107 268.31059560552239 7577.7177299931645 3882.3097172901034 977.3003641590476 357.79483687877655 134.65606581419706 550.7274821177125 444.60711702145636 113.53692458570004 931.08552045747638 9008.8398342207074 leaf_count=23364 48945 9586 31971 21755 21065 23973 261168 3567 1503 7037 8003 8237 1934 6097 1926 18219 114733 4368 2039 2848 123471 31542 20285 9261 1184 4757 5654 3020 18191 71477 internal_value=0 -0.003997 0.00679962 -0.00281094 -0.00358575 -0.000269366 -0.00680203 0.000873882 0.00022732 0.00847545 -0.00758279 -0.00458891 0.00175629 0.00508046 -0.00572972 -0.0030409 -0.00643281 0.000267949 -0.00582828 0.00410084 -0.00374652 0.00430926 -0.00267851 -0.0034828 -0.00202704 0.00513378 -0.004857 -0.00300899 -0.00230734 0.00890136 internal_weight=0 38135.4 22216.2 26802.5 20540.6 6261.87 11332.9 5193.73 4746.52 13705.6 9655.69 16038.8 3110.08 961.839 6812.64 1412.16 5400.48 2148.24 1068.15 8510.58 9226.14 8242.26 1636.44 1469.75 1111.96 1549.36 1205.99 284.473 1677.26 12156.2 internal_count=911180 738184 172996 441236 342250 98986 296948 72974 69407 106635 269171 293305 37174 11051 148769 25799 122970 26123 26012 66361 144536 63513 32233 30730 21469 11794 23873 4954 27777 94841 is_linear=0 shrinkage=0.01 Tree=201 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 10 9 10 9 10 9 9 4 2 4 10 1 9 9 9 9 4 9 1 0 4 1 1 9 split_gain=52632.7 3074.48 1971.65 266.101 158.712 150.561 142.589 116.97 109.676 62.4166 58.2225 52.8641 50.6284 37.6576 36.7962 35.0064 34.3456 30.0744 23.9015 27.7404 22.6669 22.4529 19.6097 19.0322 17.3612 16.1181 16.0979 15.7104 15.0081 28.8441 threshold=0.068259380757808671 0.97252115607261669 0.00099748477805400022 0.65440738201141369 5.4750000000000005 5.9116524425917312e-05 0.99977076053619396 5.5050000000000008 0.0089773964136838514 5.2150000000000007 0.0070173616986721008 5.5250000000000012 2.8250000000000006 2.5000000000000004 0.95030864197530873 2.5000000000000004 0.18897357583045957 0.80070921985815613 5.2950000000000008 3.6650000000000005 9.0500000000000025 5.535000000000001 2.5000000000000004 4.7650000000000006 0.75110619469026563 1.0000000180025095e-35 3.5000000000000004 0.062895569620253167 0.61922530206112303 5.3250000000000011 decision_type=2 2 2 2 8 2 2 8 2 8 2 8 10 10 2 10 2 2 8 10 10 8 8 10 2 2 10 2 2 10 left_child=2 3 5 7 8 -1 18 13 -4 15 -6 -7 -8 16 24 -5 -2 20 19 -3 21 -9 -20 -21 -12 -26 -10 -22 -11 -30 right_child=1 6 4 9 10 11 12 17 26 28 14 -13 -14 -15 -16 -17 -18 -19 22 23 27 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.010208653428925322 0.00032676171374243284 0.010210432838263965 -0.0057817846804133844 0.0055816680804264057 -0.002329729759470627 -0.0087034932801826424 0.011796200520157323 0.015769447621508254 -0.002202381101990422 0.0088458788274843724 0.0017614902554480135 -0.0058899242022679215 0.012923579445397172 -0.0025451735851892503 0.0078054300949102077 -0.00057730165880512569 0.0026175635921484863 -0.00015927391051639769 0.01113160839471241 0.0054701034707058619 0.013787083961961712 0.0053491209323732357 0.008122517739930727 0.0088752482346199837 -0.0051645784814897747 0.0045324625548300414 -0.0063647141875263101 0.00036977872746513492 0.0095122639766928758 0.0024027464493936754 leaf_weight=22687.704006360844 1029.4627369642258 921.77511052042246 2006.8184771873057 1628.2149259150028 616.09211218729615 3292.219883967191 11857.894355133176 21.268970102071762 1780.3183970227838 894.38471210002899 486.22691427916288 837.72367875277996 5998.4488959461451 216.4004308283329 91.861102949827909 97.829973831772804 1796.7743767499924 83.790664196014404 1632.5419470667839 267.16776287555695 56.46222785115242 744.2379005253315 249.69520255178213 425.64844778180122 73.334688663482666 22.369542941451073 98.033366911113262 10.322264678776262 114.63505201041698 113.63292895257473 leaf_count=590450 6979 5451 29257 7270 6533 63687 93266 124 17098 4337 3838 13376 35573 1865 584 459 9240 396 9887 1149 256 3886 1356 1802 398 125 1294 59 684 501 internal_value=0 0.00994767 -0.00879844 0.00409566 -0.00314723 -0.00988897 0.0118133 0.00241849 -0.00415629 0.00642636 -0.000107903 -0.00813278 0.0121749 0.00147529 0.00192366 0.00523259 0.00178313 0.00555118 0.00996671 0.00907406 0.00612608 0.00563864 0.0107324 0.00756214 0.000995187 -0.00289803 -0.00241962 0.0117133 0.00826176 0.00597311 internal_weight=0 28160.6 31992.7 6807.42 5175.05 26817.6 21353.2 3958.72 3885.17 2848.7 1289.88 4129.94 17856.3 3042.64 673.792 1726.04 2826.24 916.082 3496.83 1614.59 832.291 765.507 1882.24 692.816 581.931 95.7042 1878.35 66.7845 1122.65 228.268 internal_count=911180 184540 726640 36056 59127 667513 148484 22805 47649 13251 11478 77063 128839 18084 4945 7729 16219 4721 19645 8402 4325 4010 11243 2951 4361 523 18392 315 5522 1185 is_linear=0 shrinkage=0.01 Tree=202 num_leaves=31 num_cat=0 split_feature=0 2 1 3 1 1 1 1 1 7 1 1 1 3 1 3 2 1 2 1 1 2 3 2 2 2 3 3 3 3 split_gain=2320.75 1649.03 456.588 362.643 208.094 329.241 203.828 577.526 191.776 141.57 130.033 204.855 116.677 91.5807 89.8341 77.9052 73.8383 289.193 151.923 73.5422 91.0761 215.847 67.3704 66.0786 61.2995 75.3382 60.7685 55.4782 121.172 52.1406 threshold=1.0000000180025095e-35 0.25108695652173912 0.019324122479462254 26.500000000000004 0.75110619469026563 0.98936170212765973 0.49184758529020828 0.50144508670520238 0.49184758529020828 1.0000000180025095e-35 0.66751700680272119 0.66522988505747138 0.50144508670520238 22.500000000000004 0.98936170212765973 17.500000000000004 0.92342186961021067 0.091372912801484213 0.90943267259056748 0.23845060412224586 0.21089696071163824 0.78956442831215978 20.500000000000004 0.75937646507266776 0.46697819314641748 0.41696642685851326 27.500000000000004 28.500000000000004 20.500000000000004 29.500000000000004 decision_type=2 2 2 8 2 2 2 2 2 2 2 2 2 8 2 10 2 2 2 2 2 2 8 2 2 2 8 10 8 8 left_child=1 4 13 9 26 -6 16 15 -5 24 11 -9 -10 -3 -14 -8 17 18 -4 20 21 -19 -7 27 25 -2 -1 28 -21 -13 right_child=3 2 6 8 5 22 7 10 12 -11 -12 29 14 -15 -16 -17 -18 19 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0010998186274506693 -0.0013117442996114167 -0.0019209578026828289 0.007918944109263748 0.0027717553645702636 -0.0022678259134775022 0.0005934350730441467 0.0060400455273152435 -0.0029418203875897254 0.0062525375843375018 0.011342311795493444 -0.0055093758351291979 -0.0012860822946921804 0.0013246892318667636 0.0028287922306422203 0.0051866064538749956 0.0016250860066870652 -0.0051713566210646001 0.0056221929380446782 -0.0032876907104461752 -0.0036301790978727007 -0.0063167913286062494 -0.0039174783903597387 0.0047073229192854098 0.0053678356200261073 0.0015388125519746685 -0.0092167263896998919 0.0053740580726459822 -0.0031458551570454174 -0.00035289596869390096 0.0028899809916277559 leaf_weight=372.98425398208201 1464.9431523494422 501.91107603162527 374.54981372691691 7671.2182792685926 1430.5265798904002 507.91136275976896 467.98391690477729 6040.2930489219725 3727.9620465859771 99.041409187018871 1380.2173971049488 461.45609007775784 1101.4944613650441 2123.0122578442097 1329.1517951861024 2738.4228969346732 1444.3879909142852 254.42446435429156 178.67619164101779 2036.5170144978911 1329.3595871571451 3499.5907934773713 1840.7866243757308 101.53727972321212 728.21091421321034 131.37479919940233 3074.3853091821074 9959.6305081807077 2529.3757860604674 849.1453488599509 leaf_count=4077 21332 8917 4429 77013 24678 4054 5552 115405 32436 953 28944 7504 13298 21787 12351 36182 35066 2827 3543 45265 33155 71711 14964 1305 8608 3674 27998 191037 42560 10555 internal_value=0 -0.0012272 -0.00209631 0.00320157 0.00313489 0.00151417 -0.00240969 -0.0013601 0.00382687 -0.000366623 -0.00269302 -0.00216421 0.00514112 0.00192059 0.0034365 0.00226946 -0.00298688 -0.00283117 0.00429952 -0.00303131 -0.00406746 -0.00327094 0.00381769 -0.00267122 -0.000865507 -0.00196231 0.00491161 -0.00272741 -0.00181466 0.00141961 internal_weight=0 43497.1 36270.5 16253.4 7226.59 3779.22 33645.6 11937.5 13829.8 2423.57 8731.11 7350.89 6158.61 2624.92 2430.65 3206.41 21708 20263.7 553.226 19710.4 5083.37 3754.02 2348.7 14627.1 2324.53 1596.32 3447.37 14525.5 4565.89 1310.6 internal_count=911180 741515 665744 169665 75771 43696 635040 204142 135098 34567 162408 133464 58085 30704 25649 41734 430898 395832 7972 387860 107693 74538 19018 280167 33614 25006 32075 278862 87825 18059 is_linear=0 shrinkage=0.01 Tree=203 num_leaves=31 num_cat=0 split_feature=9 5 9 9 9 9 9 4 5 5 5 9 4 4 9 4 9 9 4 9 4 4 9 9 5 9 9 4 0 9 split_gain=15820.1 1235.01 986.659 512.337 713.712 393.216 383.195 222.503 201.371 189.945 150.748 149.055 191.317 149.345 145.816 239.524 126.303 154.884 116.479 109.559 109.554 108.025 95.6606 95.654 91.0557 158.55 259.968 90.616 86.3552 85.012 threshold=3.1750000000000003 30.500000000000004 2.1250000000000004 5.5950000000000006 4.0850000000000009 4.2350000000000012 8.8850000000000016 5.5000000000000009 4.5000000000000009 30.500000000000004 1.5000000000000002 6.2550000000000008 1.5000000000000002 1.5000000000000002 5.9350000000000014 2.5000000000000004 9.7700000000000014 7.5550000000000006 3.5000000000000004 4.5750000000000011 2.5000000000000004 1.5000000000000002 8.615000000000002 2.8250000000000006 17.500000000000004 4.995000000000001 4.9850000000000012 3.5000000000000004 1.0000000180025095e-35 2.1250000000000004 decision_type=10 2 10 10 10 10 10 10 2 2 2 10 10 8 10 10 10 10 10 10 10 10 10 10 2 10 10 10 2 8 left_child=2 3 9 4 -2 -3 7 8 11 29 19 13 22 -5 -7 16 17 -16 -8 -6 23 24 -13 -4 -12 26 -26 28 -14 -1 right_child=1 5 20 6 10 14 18 -9 -10 -11 21 12 27 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0073499827629280173 -1.9424878790009647e-05 -0.0022582715628198875 0.0052658882845601678 0.0018699677442652193 -0.0013615185795781634 -0.0082805251469659676 -0.0070804679062592083 0.0076415494485763819 -0.0026321510447118424 0.0044405859308360458 -0.0055159149254812899 0.0011455555134869625 0.0086355055138363362 -0.0046300220766966396 -0.0044941134486974534 -0.0094283957188320278 -0.0091888343535837681 0.0025947916333485845 0.0026380004631636122 -0.0042166107257792127 -0.0022741020315653953 -0.0073905472315894775 -0.0094815365500764536 0.0030999805550901223 -0.0052497680524629491 -0.0066003558932201268 0.0085900491075112471 -0.0030926408157254371 0.00014965094796808075 0.0092392043194253967 leaf_weight=3213.7438822388649 4474.6726603060961 1662.2990333810449 4326.2511462382972 970.73756778240204 1637.0496568903327 6949.5793936029077 909.16834041848779 442.45717621967196 1618.7276886478066 1114.5324188359082 3375.2428304646164 425.59699396044016 793.07316301763058 555.90348401293159 808.56292753107846 959.17895078472793 280.37421961687505 498.06653975136578 142.67913034185767 7508.8316584378481 266.16195485368371 2379.5799507535994 105.75106957927346 3856.7928933501244 276.45430339127779 426.77947806939483 266.62382784113288 91.163365215063095 141.28563187643886 9201.4815016761422 leaf_count=24130 48945 27777 31971 10437 21065 200092 23973 3567 32233 8807 70490 4495 6836 9885 19451 32158 9196 8274 2039 123471 2848 59825 2918 31542 5868 10390 2196 1172 1431 73698 internal_value=0 -0.00395353 0.00672082 -0.00278 -0.00354675 -0.00674502 -0.000262496 0.000861933 0.000224005 0.00839516 -0.00454127 0.00172338 0.00390056 -0.000496906 -0.00753045 -0.0054832 -0.00309874 -0.00179193 -0.00576219 -0.00370557 0.0040397 -0.00567787 -0.000969492 0.00424506 -0.00473993 -0.00203938 0.00154488 0.00642385 0.00735235 0.00875017 internal_weight=0 37699.8 21979 26541.8 20345.2 11158.1 6196.54 5144.7 4702.24 13529.8 15870.6 3083.51 1556.87 1526.64 9495.76 2546.18 1587 1306.63 1051.85 9145.88 8449.21 6724.68 531.348 8183.04 4345.1 969.858 543.078 1025.52 934.359 12415.2 internal_count=911180 738184 172996 441236 342250 296948 98986 72974 69407 106635 293305 37174 16852 20322 269171 69079 36921 27725 26012 144536 66361 148769 7413 63513 88944 18454 8064 9439 8267 97828 is_linear=0 shrinkage=0.01 Tree=204 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 2 5 10 5 10 10 2 10 2 5 5 10 5 5 5 2 2 5 5 10 2 5 split_gain=51621.8 3053.59 1967.59 261.545 152.047 151.554 144.016 49.4353 29.7334 29.5211 27.7002 23.689 20.1498 19.4198 19.2085 19.0411 17.4916 15.0259 14.9401 14.8129 11.6168 11.3794 10.0048 9.96748 9.89103 11.1601 8.84769 9.30995 8.65609 28.8524 threshold=0.068259380757808671 0.97252115607261669 0.00099748477805400022 0.51461192965507518 0.0070173616986721008 5.9116524425917312e-05 0.99977076053619396 0.78322452306747448 0.87439320388349528 7.5000000000000009 0.18897357583045957 353.50000000000006 0.99473056197166454 0.00022280584380490002 0.84654631083202525 0.026551560498774003 0.8577380952380953 105.50000000000001 1.0000000180025095e-35 5.1029428504989491e-06 497.50000000000006 164.50000000000003 31.500000000000004 0.65235814296241723 0.73368794326241138 894.50000000000011 27.500000000000004 0.0035319819580763002 0.69264507422402166 210.50000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 5 10 16 19 11 -5 15 -8 -2 12 23 -7 20 -6 22 -12 -10 -1 28 -20 26 -3 25 -13 27 -4 -9 -30 right_child=1 6 4 7 8 13 9 14 18 -11 17 24 -14 -15 -16 -17 -18 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.010331358863436486 0.0010002492498795066 0.0084170700433134158 -0.005526230532100127 0.0044907983809826689 -0.0026970642649331643 -0.0087909997243351915 0.01194311837794554 0.0068443256168126635 -0.001526992208415133 0.012997763847894798 0.003134385996507276 0.0078278530927832733 0.010575036533772671 -0.0074131484654938054 0.0091744514740790747 -0.00088338319672178053 -0.0026805993660990735 -4.0489605129124528e-05 0.0032546984398652023 -0.0096973916558722693 -0.0030244061884930232 -0.004683568240691602 -0.006502466364861118 0.010418871490704692 -0.0067344197294922038 -0.0071714427682370531 0.00074352817446912548 -0.0038892162649749153 0.0037811770787545087 0.018668074326080954 leaf_weight=17697.969575475901 1451.1835990324616 887.85951558500528 1056.5047547705472 1387.5052235424519 1367.5395626872778 2057.6933082528412 14368.390460088849 1571.606436342001 138.14832586422563 3255.4617409855127 1665.9970998317003 26.400907039642334 2196.8429270610213 2034.1062366850674 320.31008891761303 1003.7058953046799 295.82625002786517 163.71811900287867 219.8064136505127 4654.9981649201363 12.670569047331808 19.67428582161665 506.37432536110282 345.54487118124962 9.2012508511543256 6.1082105040550223 27.402773730456829 517.61846713349223 205.54290652275085 13.899224102497099 leaf_count=482063 9695 4763 13568 6485 14340 41622 110157 7469 980 18682 8727 117 13065 35441 1427 8577 3976 1193 1895 108387 61 230 9096 1634 39 27 398 6067 935 64 internal_value=0 0.00989358 -0.00877394 0.00406208 -0.00312068 -0.00987544 0.0117712 0.00595882 -0.00151433 0.0121379 0.002032 0.00990967 0.0100008 -0.00810605 0.0069178 -0.00192937 -0.00495768 0.00285031 0.00109183 -0.0101993 0.00651705 0.00260254 -0.00527725 0.00897789 0.00241889 0.0050096 -0.00488986 -0.00498793 0.00658455 0.0047241 internal_weight=0 27888.2 31597.4 6792.43 5152.6 26444.8 21095.8 3511.53 2748.87 17623.9 3280.9 3471.96 3430.25 4091.8 2124.03 2371.25 2403.73 1829.72 377.629 22353 1803.72 239.481 2107.9 1233.4 41.7104 32.5091 1601.53 1574.12 1791.05 219.442 internal_count=911180 184540 726640 36056 59127 667513 148484 16441 26022 128839 19615 19645 19462 77063 9956 22917 33105 9920 3105 590450 8529 2125 29129 6397 183 144 20033 19635 8468 999 is_linear=0 shrinkage=0.01 Tree=205 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 10 9 10 9 10 9 9 4 2 4 10 9 9 9 2 4 9 9 2 4 2 10 10 3 split_gain=50930.6 3054.25 1968.41 256.928 153.946 152.956 147.071 112.671 107.514 61.4766 56.3414 52.9324 47.7372 36.1634 35.6645 33.9567 32.9204 24.0489 27.6168 22.4619 20.1601 19.6691 18.9627 16.5738 17.163 15.7891 15.7853 15.0282 14.4169 14.1906 threshold=0.068259380757808671 0.97252115607261669 0.00099748477805400022 0.65440738201141369 5.4750000000000005 5.9116524425917312e-05 0.99977076053619396 5.5050000000000008 0.0089773964136838514 5.2150000000000007 0.0070173616986721008 5.5250000000000012 2.8250000000000006 2.5000000000000004 0.95030864197530873 2.5000000000000004 0.18897357583045957 5.2950000000000008 3.6650000000000005 5.535000000000001 0.45488466757123475 2.5000000000000004 4.7650000000000006 9.0500000000000025 0.4663841807909605 3.5000000000000004 0.93364779874213844 5.1029428504989491e-06 0.78322452306747448 16.500000000000004 decision_type=2 2 2 2 8 2 2 8 2 8 2 8 10 10 2 10 2 8 10 8 2 8 10 10 2 10 2 2 2 10 left_child=2 3 5 7 8 27 17 13 -4 15 -6 -7 -8 16 -12 28 -2 18 -3 -9 -21 -19 -20 24 -22 -10 -25 -1 -5 -30 right_child=1 6 4 9 10 11 12 19 25 -11 14 -13 -14 -15 -16 -17 -18 21 22 20 23 -23 -24 26 -26 -27 -28 -29 29 -31 leaf_value=-0.010325508563289083 0.00032217957437721356 0.010099643695273317 -0.0057174371893224767 0.0039138323919350685 -0.0022941594383841198 -0.0086585853910353984 0.01173697407486172 0.015583944454754056 -0.0021604783558408654 0.0081436693456027245 0.00097905592906132651 -0.0058250601668951799 0.012841599661132226 -0.0025012158672138855 0.0076737073160112754 -0.00059298906513052991 0.0025658030214025301 0.011030247916095704 0.0053551720624257018 0.0033695981251698698 0.023798076551592696 0.0080015249065820554 0.0087593590823995659 -0.00019024189936565732 0.0055968505288965008 -0.0063041114099413841 0.013493365254429318 -0.0096841340701879358 0.012186951163763384 0.0058501529272014718 leaf_weight=17531.749802924693 1028.3347260802984 908.86693058907986 1984.8892666399479 433.26586575806141 613.19461547955871 3235.4806460570544 11579.901050023735 21.368090592324734 1772.1822437904775 1116.9436219409108 580.9519802518189 827.99201749078929 5908.3880733549595 215.45780101418495 92.205507852137089 97.748262792825699 1796.4664896503091 1610.1369420140982 266.29891715943813 357.29819872230291 5.2387310788035384 247.36020158231258 424.4450825303793 10.052612736821173 467.93806187063456 96.992194220423698 52.24523763358593 4614.9578809645027 36.455834001302719 1154.1600724309683 leaf_count=482063 6979 5451 29257 1924 6533 63687 93266 124 17098 5522 4361 13376 35573 1865 584 459 9240 9887 1149 1778 31 1356 1802 58 2492 1294 238 108387 163 5183 internal_value=0 0.00984789 -0.00875495 0.00402114 -0.00309685 -0.00986464 0.0117376 0.00237342 -0.00409663 0.00631658 -0.00010139 -0.00808121 0.0121102 0.00144783 0.00189605 0.00513122 0.00174904 0.00985293 0.00895416 0.00545173 0.00520922 0.0106269 0.00744696 0.00643672 0.00579836 -0.00237549 0.0112853 -0.0101919 0.00547579 0.00604418 internal_weight=0 27738.4 31350.6 6792.97 5140.42 26210.2 20945.4 3954.4 3854.06 2838.57 1286.35 4063.47 17488.3 3040.26 673.157 1721.63 2824.8 3457.11 1599.61 914.141 892.773 1857.5 690.744 535.475 473.177 1869.17 62.2979 22146.7 1623.88 1190.62 internal_count=911180 184540 726640 36056 59127 667513 148484 22805 47649 13251 11478 77063 128839 18084 4945 7729 16219 19645 8402 4721 4597 11243 2951 2819 2523 18392 296 590450 7270 5346 is_linear=0 shrinkage=0.01 Tree=206 num_leaves=31 num_cat=0 split_feature=5 2 2 2 2 0 1 5 0 5 2 1 2 5 2 5 5 2 1 1 0 1 1 5 5 1 5 5 1 5 split_gain=4796.39 608.122 525.858 450.663 373.791 318.989 274.301 229.332 157.699 157.348 120.21 116.838 107.795 97.5625 79.5755 69.1004 68.6998 65.8382 64.3096 70.1695 82.8745 61.7664 102.214 73.9383 63.3821 60.3873 55.7349 55.3767 55.1676 81.4195 threshold=3.5000000000000004 1.0000000180025095e-35 0.50155279503105599 0.49341991341991348 0.33477011494252878 1.0000000180025095e-35 0.091372912801484213 1.5000000000000002 1.0000000180025095e-35 31.500000000000004 0.90943267259056748 0.64326765188834167 0.97385509227614497 1.0000000180025095e-35 0.76506899055918665 1.0000000180025095e-35 52.500000000000007 0.75937646507266776 0.74891304347826104 0.66751700680272119 1.0000000180025095e-35 0.75110619469026563 0.96213569039656011 1.0000000180025095e-35 1.0000000180025095e-35 0.30048543689320389 273.50000000000006 1.0000000180025095e-35 0.50144508670520238 11.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 16 3 4 7 9 10 18 13 11 -4 -3 25 14 17 -6 -2 -8 19 20 -1 23 -23 -20 -24 -11 -14 -12 -7 -30 right_child=1 5 6 -5 15 28 8 -9 -10 12 27 -13 26 -15 -16 -17 -18 -19 21 -21 -22 22 24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0049900894978994149 0.0032791950714020279 -0.0025617037816582956 0.0088641520228453993 0.0056865503865032993 0.00013455481805584935 0.0019934790751248671 0.00010977974147878541 -0.00065030984517091964 0.0023896499673818654 -0.0059015545771548081 0.0035343110155702812 -0.0058731381154062054 0.0012820590771494009 -0.0032248176824166757 -0.0026961418647317536 -0.0033414355953077447 -0.0062395150935796355 0.0072675649789124717 0.0066891391138921242 -0.00052239447080334653 0.0026103409944517419 0.00012778803180149583 0.0038467139994660072 -0.0056407932056115207 0.007810670075808256 -0.0044309951747745387 -0.0079071105690704298 0.00057196224747018093 0.0026045087760542202 -0.0063231466034699814 leaf_weight=2048.8796376846731 1443.6447939835489 7707.582563823089 334.74983014166355 5951.4598667621613 1921.2184779681265 1052.147017037496 3735.1277400106192 1422.8134887851775 1749.9807155244052 4192.1975320223719 1851.3370839618146 1236.4203313868493 417.77690978907049 1504.5194217264652 1096.2851841039956 814.30488355085254 80.025744300335646 133.08391420170665 1379.7683349326253 517.52684165909886 5120.9706886634231 624.80672539770603 1988.9833237193525 50.411834497004747 505.99256931617856 8362.9968549050391 78.389488708227873 957.35561515763402 185.21648020669818 227.78526862710714 leaf_count=18099 13479 152248 3738 55211 27072 13543 51996 20873 18808 108326 17204 26730 6467 26419 18719 14553 934 1246 12519 6956 51866 7603 16923 635 4196 194005 1719 11445 2317 5331 internal_value=0 -0.00334264 0.00243891 0.00332951 0.00247392 -0.00374023 0.000687316 0.0031496 -0.000273569 -0.00404118 0.00319969 -0.00301948 -0.00474135 -0.000994016 -0.000317958 -0.000900171 0.00277926 0.00035604 0.00359141 0.0030337 0.00329039 0.00453369 0.00374482 0.00625453 0.00465062 -0.00492202 -0.000169741 0.00252458 0.000777744 -0.00231941 internal_weight=0 24984.2 33709.6 22347.1 16395.7 23460.5 11362.4 13660.2 8219 21995.4 3143.44 8944 13051.4 6469.02 4964.5 2735.52 1523.67 3868.21 12237.3 7687.38 7169.85 4549.96 3119.78 1430.18 2494.98 12555.2 496.166 2808.69 1465.15 413.002 internal_count=911180 525099 386081 236506 181295 510686 149575 139670 117188 489495 32387 178978 310517 98380 71961 41625 14413 53242 118797 76921 69965 41876 28722 13154 21119 302331 8186 28649 21191 7648 is_linear=0 shrinkage=0.01 Tree=207 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 9 10 10 9 9 10 9 9 1 1 10 9 5 9 5 1 5 9 5 9 10 9 5 1 1 split_gain=50156.7 3051.86 1966.94 252.987 154.301 151.516 149.866 106.324 103.758 73.5749 55.2683 53.029 45.7763 26.7431 26.1212 26.0964 24.0683 35.2414 27.9068 29.3184 23.1037 21.5663 25.2722 26.3183 23.0643 20.8825 18.8363 17.9174 24.2271 17.088 threshold=0.068259380757808671 0.97252115607261669 0.00099748477805400022 0.51461192965507518 5.9116524425917312e-05 5.4750000000000005 0.99977076053619396 0.0089773964136838514 5.4750000000000005 5.2550000000000008 0.0070173616986721008 5.5250000000000012 2.8250000000000006 0.80070921985815613 0.75110619469026563 0.78322452306747448 5.2950000000000008 299.50000000000006 3.6650000000000005 19.500000000000004 0.62470657276995312 9.5000000000000018 7.5550000000000006 497.50000000000006 5.7650000000000006 0.18897357583045957 5.3250000000000011 1.5000000000000002 0.047905909351692456 0.98936170212765973 decision_type=2 2 2 2 2 8 2 2 8 8 2 8 10 2 2 2 8 2 10 2 2 2 10 2 10 2 10 2 2 2 left_child=2 3 4 8 -1 7 16 -4 25 15 -7 -6 -8 -10 27 -5 18 29 -3 -20 21 24 23 -23 -11 -2 -22 -12 -29 -18 right_child=1 6 5 9 11 10 12 -9 13 20 14 -13 -14 -15 -16 -17 17 -19 19 -21 26 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.010184059719081087 -2.7054103278392107e-05 0.010051741054070022 -0.0056857528594754462 0.0034690456892205708 -0.0086362834725981948 -0.0022768052885250504 0.011713717696696036 -0.0023563793081538107 0.0057713992194615696 0.0085090719508990227 0.00071782266821089462 -0.0057913852323835452 0.012800087897471692 -0.0008195933355301581 -0.0029634840975305472 0.0056648935951968604 0.011155606426300898 -0.0019448154300009729 0.0082891329432642977 0.0027023132061658496 0.0079141812330909868 0.0095345619658135858 0.015060789015389792 -0.0065773527860038964 0.0043378069914732269 0.0018092458290717664 0.0024893284540555209 0.0092402311394909394 0.002737349025002236 0.008547470372446726 leaf_weight=21903.421644924209 1107.638142645359 903.09157956391573 1974.5120022892952 928.458954654634 3208.5098244138062 612.00225995853543 11463.312979564071 1865.3774552419782 703.09538333117962 493.92668565362692 258.16954819113016 823.3440706692636 5862.2036185786128 67.469141036272049 95.70942460745573 1297.6715813577175 1523.0022002980113 22.219973564147949 577.29550686478615 112.18495018780231 122.31582289934158 248.27289839833975 88.73557248711586 10.569879882037638 181.18215422332287 1404.6441309824586 134.26369997113943 74.812144663184881 244.62856701016426 300.82595965266228 leaf_count=590450 7804 5451 29257 4252 63687 6533 93266 18392 3753 2625 1461 13376 35573 318 523 5832 9082 94 2491 460 751 1153 366 57 805 7740 600 499 2462 2067 internal_value=0 0.00979988 -0.00873446 0.0039791 -0.00985313 -0.00307362 0.0117028 -0.00406838 0.00198423 0.00584732 -0.000101771 -0.00805533 0.0120813 0.0051943 0.00187519 0.00474906 0.00979584 0.0105729 0.0088951 0.0073801 0.00775845 0.00843158 0.0104554 0.00887663 0.00738961 0.000999641 0.00507545 0.00267695 0.00426031 0.0107254 internal_weight=0 27552.4 31060.5 6788.24 25935.3 5125.21 20764.1 3839.89 3282.85 3505.4 1285.32 4031.85 17325.5 770.565 673.32 2226.13 3438.62 1846.05 1592.57 689.48 1279.27 1022.69 347.578 258.843 675.109 2512.28 256.58 577.61 319.441 1823.83 internal_count=911180 184540 726640 36056 667513 59127 148484 47649 19615 16441 11478 77063 128839 4071 4945 10084 19645 11243 8402 2951 6357 5006 1576 1210 3430 15544 1351 4422 2961 11149 is_linear=0 shrinkage=0.01 Tree=208 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 2 5 10 10 3 5 1 10 5 10 1 1 4 5 4 1 4 5 1 10 4 5 split_gain=49486 3051.78 1967.31 248.506 155.676 152.743 146.564 46.1503 28.4218 27.0151 24.0162 23.3778 21.306 20.8548 20.4826 19.8303 19.2012 18.582 18.4739 17.8484 19.3719 16.4572 15.9295 15.5704 17.3446 19.5383 17.4032 15.4925 15.4402 53.5765 threshold=0.068259380757808671 0.97252115607261669 0.00099748477805400022 0.65440738201141369 5.9116524425917312e-05 0.99977076053619396 0.0070173616986721008 0.2688089013099671 0.87439320388349528 7.5000000000000009 0.78322452306747448 0.99473056197166454 21.500000000000004 786.50000000000011 0.13712060166532367 0.00022280584380490002 353.50000000000006 0.026551560498774003 0.98936170212765973 0.18773496240601503 2.5000000000000004 6.5000000000000009 1.5000000000000002 0.15831244778613199 2.5000000000000004 178.50000000000003 0.26344707923655292 5.1029428504989491e-06 2.5000000000000004 73.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 2 10 2 10 2 8 2 2 2 8 2 left_child=2 3 4 7 27 11 14 22 17 -7 -5 16 18 23 -4 -6 -3 -8 21 -9 -21 -12 -2 -14 -25 -26 -27 -1 -13 -30 right_child=1 5 6 10 15 9 8 19 -10 -11 12 28 13 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 24 25 26 -28 -29 29 -31 leaf_value=-0.010313802108900528 0.001795684415956204 0.0087813234839530518 -0.0032330287899157012 0.0046173892585122164 -0.0087310314296258369 0.011864535701358519 -0.0026422568928528858 0.0047483428686763886 0.0010729404388540957 0.012883344240406469 0.0079426432419117139 0.010628124568888935 0.0077453532038032026 -0.01295908847185962 -0.0053959035118796607 -0.007323514498002213 -0.0024574585188378564 -0.00084680956913042206 -0.0010991355839542662 0.0030999459287649701 -0.0013634370410886268 0.013230975131949792 -0.00021674021753360819 0.0061571672352570394 0.00065312917521134057 0.02834843559320786 0.0038029022585373312 -0.00965627030341531 0.009134353088095468 -0.011141673627988154 leaf_weight=17173.102929802611 1481.4212600961328 1220.0958626791835 579.0517616905272 715.97304639220238 2011.4002347253263 13994.42814990133 1359.9704411067069 666.05556364357471 377.79148568212986 3197.3256383314729 144.40999307483435 1988.3637644425035 598.96924094855785 5.5702721476554862 1795.505347289145 1992.5782525986433 15.393397763371466 1000.4955693781376 15.684155002236364 1166.7043433189392 106.0811158195138 99.31705330312252 535.52377465367317 1138.5914804935455 102.01739820837975 5.023401662707327 6.7970135658979416 4528.1891515552998 185.61541777104139 14.015991568565367 leaf_count=482063 8842 6397 6799 3295 41622 110157 14340 3058 3105 18682 675 12073 2812 28 26306 35441 67 8577 77 6051 735 419 4119 5403 483 23 36 108387 1051 57 internal_value=0 0.00975496 -0.00871551 0.00393937 -0.00984233 0.0116699 -0.00305032 0.00232036 -0.00147366 0.012054 0.00620056 0.00974099 0.00673615 0.00636113 -0.00486847 -0.00803058 0.0086413 -0.00188125 0.00942064 0.00342202 0.00272794 0.0100976 0.00126136 0.00641926 0.00578506 0.00206333 0.0142342 -0.0101766 0.0103619 0.00771079 internal_weight=0 27403.4 30818.1 6788.14 25705.3 20615.2 5112.81 3955.79 2738.26 17191.8 2832.35 3423.48 2116.38 1856.97 2374.56 4003.98 1235.49 2360.47 259.411 1938.84 1272.79 243.727 2016.95 1851.4 1252.43 113.838 11.8204 21701.3 2188 199.631 internal_count=911180 184540 726640 36056 667513 148484 59127 22805 26022 128839 13251 19645 9956 8785 33105 77063 6464 22917 1171 9844 6786 1094 12961 8757 5945 542 59 590450 13181 1108 is_linear=0 shrinkage=0.01 Tree=209 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 2 5 10 10 3 5 10 5 10 5 2 4 10 4 5 5 4 5 4 5 4 2 split_gain=48823.7 3051.87 1967.9 244.338 157.084 155.742 144.752 46.8958 27.8992 25.8726 25.6905 23.5598 20.8403 20.4901 19.8953 18.9061 18.2831 17.6358 17.255 16.7253 15.7114 15.3646 52.6843 14.5891 15.0596 14.167 14.7608 19.6074 13.5152 13.3666 threshold=0.068259380757808671 0.97252115607261669 0.00099748477805400022 0.51461192965507518 5.9116524425917312e-05 0.99977076053619396 0.0070173616986721008 0.78322452306747448 0.87439320388349528 7.5000000000000009 0.18897357583045957 0.99473056197166454 21.500000000000004 786.50000000000011 0.00025326936156485003 353.50000000000006 0.026551560498774003 6.5000000000000009 0.8577380952380953 2.5000000000000004 5.1029428504989491e-06 2.5000000000000004 73.500000000000014 1.0000000180025095e-35 1.5000000000000002 105.50000000000001 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 0.84240094618568906 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 8 2 8 2 2 10 2 10 2 10 2 left_child=2 3 4 10 20 11 18 19 16 -7 28 15 17 29 -6 -3 -8 -9 -4 -5 -1 -13 -23 -10 -25 26 27 -12 -2 -14 right_child=1 5 6 7 14 9 8 12 23 -11 25 21 13 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.010308056253914415 0.0015304413869303649 0.008720050623232431 -0.0051590767864398389 0.0046551570078035096 -0.0086476457468109436 0.011841008995438263 -0.0026206648391026198 0.007217921865434445 -0.0015288322343684929 0.012841535998714761 0.0021623947341412437 0.010577708390595283 0.0060088880513235821 -0.01289591881019277 -0.0072263182690543801 -0.0024333889397234899 -0.00083876421807076368 0.012549928499565526 -0.0025635936044619196 0.0008244918367948397 -0.0096429746910895609 0.0090789985391314613 -0.01103042972315871 0.0038631340709563734 -0.0022317492825402619 -7.6294567955767267e-05 0.0014033027903301426 0.0046896070729045445 -0.00064939052465318365 0.0084109216819881847 leaf_weight=17011.657517140731 1064.6921055987477 1216.4009615033865 2073.2175789214671 1262.384428024292 2180.2873548809439 13882.5719236359 1357.4762636907399 156.55089754611254 138.03861846402287 3175.7659615725279 556.61018773913383 1977.9149033203721 1577.9990219175816 5.5417254567146292 1796.1423503942788 15.390219479799269 999.99384925886989 102.74259033799171 292.24649429693818 125.2912610694766 4489.2832799851894 184.88332288712263 14.015772387385367 188.34972553700209 51.658769626170397 163.98775054514408 428.33907354623079 684.57468357682228 388.11446030437946 271.52876609563828 leaf_count=482063 6571 6397 29129 5838 45097 110157 14340 734 980 18682 2608 12073 7530 28 31966 67 8577 437 3976 647 108387 1051 57 1549 576 1193 2546 3573 3124 1227 internal_value=0 0.0097102 -0.00869638 0.00389986 -0.00983151 0.0116373 -0.00302688 0.0057377 -0.0014604 0.0120273 0.00194138 0.00968589 0.00667518 0.006304 -0.00800564 0.0085807 -0.00186482 0.00933068 -0.00483841 0.00430929 -0.0101692 0.0103113 0.00766195 0.00106149 0.00255129 0.00272841 0.0030039 0.00355628 0.000948104 0.00636153 internal_weight=0 27255.3 30578.4 6788.36 25477.4 20466.9 5100.98 3502.04 2735.52 17058.3 3286.32 3408.61 2114.36 1855.07 3976.43 1231.79 2357.47 259.293 2365.46 1387.68 21500.9 2176.81 198.899 378.047 240.008 1833.51 1669.52 1241.18 1452.81 1849.53 internal_count=911180 184540 726640 36056 667513 148484 59127 16441 26022 128839 19615 19645 9956 8785 77063 6464 22917 1171 33105 6485 590450 13181 1108 3105 2125 9920 8727 6181 9695 8757 is_linear=0 shrinkage=0.01 Tree=210 num_leaves=31 num_cat=0 split_feature=9 5 9 9 9 9 9 4 5 5 9 4 5 9 4 9 9 4 4 4 4 9 9 5 9 9 9 3 9 9 split_gain=14490.2 1142.83 936.386 471.782 656.182 375.924 346.768 200.962 177.009 174.871 146.369 237.579 139.741 136.73 234.296 123.732 147.862 111.069 110.97 105.617 101.657 99.059 89.2661 83.5637 146.917 239.624 74.434 73.1625 72.7598 70.9518 threshold=3.1750000000000003 30.500000000000004 2.1250000000000004 5.5950000000000006 4.0850000000000009 4.2350000000000012 8.8850000000000016 5.5000000000000009 4.5000000000000009 12.500000000000002 5.9350000000000014 2.5000000000000004 1.5000000000000002 7.0450000000000008 1.5000000000000002 9.7700000000000014 7.5550000000000006 3.5000000000000004 3.5000000000000004 1.5000000000000002 2.5000000000000004 4.5750000000000011 2.8250000000000006 17.500000000000004 4.995000000000001 4.9850000000000012 2.1250000000000004 29.500000000000004 3.5950000000000002 8.1200000000000028 decision_type=10 2 10 10 10 10 10 10 2 2 10 10 2 10 10 10 10 10 10 10 10 10 10 2 10 10 8 10 10 10 left_child=2 3 9 4 -2 28 7 8 13 26 -7 15 21 17 -15 16 -12 -5 -8 23 22 -6 -4 -14 25 -25 -1 -11 -3 -18 right_child=1 5 20 6 12 10 18 -9 -10 27 11 -13 19 14 -16 -17 29 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.0072904119447620595 -3.3429275230347663e-05 0.00021214885777555285 0.0051125759088926194 0.0010284997457649864 -0.0013573521008341835 -0.0081746042212540934 -0.0069371278818304277 0.0074012617280259122 -0.0025116157007000718 0.0078691943680111176 -0.0043039316800548627 -0.0093646242291523865 -0.0053655562214685541 -0.0029059141408744379 0.0082050447255769942 -0.0091198503794044147 0.0081472347077962519 -0.0064699257407362107 0.0026941070469867329 -0.0072847250362336226 -0.0022726544294882269 -0.0041124247187543954 0.0029868160605460328 -0.0051162822643864934 -0.0064630747506568892 0.0084118192468936731 0.0091250417663391054 0.0032939307650292657 -0.0040671793949248469 3.549333586750758e-05 leaf_weight=2990.8665195032954 4352.2184166908264 718.52864883467555 4185.5117619410157 1855.3136828523129 1590.4462764002383 6607.4113418459892 866.62224272079766 425.77121526934206 1561.231030382216 558.81135959550738 775.70311732403934 904.80720412731171 3250.1963580902666 270.62492563575506 635.33292661607265 264.22134091891348 161.47939408011734 221.07834105566144 138.7895629927516 2277.3969807885587 257.70685142278671 7272.7856218386441 3741.0630895346403 266.26913604326546 408.7632439956069 257.61477722227573 8485.8104877248406 933.13513771444559 888.78471671789885 324.54745655320585 leaf_count=23364 48945 9586 31971 21755 21065 200092 23973 3567 32233 4025 19451 32158 70490 4954 6097 9196 2031 4368 2039 59825 2848 123471 31542 5868 10390 2196 71477 7769 18191 6243 internal_value=0 -0.00385588 0.00655683 -0.00271274 -0.00346008 -0.00661028 -0.000251654 0.000831976 0.00021638 0.00822825 -0.00740274 -0.00530463 -0.00443333 0.00164446 0.00488601 -0.00289728 -0.00159419 0.000230125 -0.00560761 -0.00555188 0.00390834 -0.00361805 0.00410929 -0.00460841 -0.00196984 0.00153603 0.00864693 0.0050076 -0.00215416 0.00273057 internal_weight=0 36295.9 21152.9 25650.5 19675.7 10645.5 5974.76 4969.35 4543.58 12968.6 9038.17 2430.76 15323.5 2982.35 905.958 1525.95 1261.73 2076.39 1005.41 6460.24 8184.28 8863.23 7926.57 4182.84 932.647 523.884 11476.7 1491.95 1607.31 486.027 internal_count=911180 738184 172996 441236 342250 296948 98986 72974 69407 106635 269171 69079 293305 37174 11051 36921 27725 26123 26012 148769 66361 144536 63513 88944 18454 8064 94841 11794 27777 8274 is_linear=0 shrinkage=0.01 Tree=211 num_leaves=31 num_cat=0 split_feature=9 9 9 9 9 1 4 4 0 1 0 9 2 4 9 0 1 9 9 2 1 1 9 2 4 3 9 9 2 9 split_gain=14245.3 929.974 782.403 647.519 642.466 527.94 223.826 225.609 202.667 254.884 186.354 143.307 147.409 176.011 156.532 140.24 120.669 119.962 167.479 192.175 115.281 136.824 108.766 106.103 99.6781 97.6625 88.626 87.9314 85.1341 101.278 threshold=3.1750000000000003 2.1250000000000004 3.9350000000000005 5.955000000000001 9.7700000000000014 0.012270400481782552 5.5000000000000009 3.5000000000000004 1.0000000180025095e-35 0.98936170212765973 1.0000000180025095e-35 8.4800000000000022 0.90045045045045058 1.5000000000000002 8.1200000000000028 1.0000000180025095e-35 0.91759259259259263 4.995000000000001 4.9850000000000012 0.72792207792207797 0.76506899055918665 0.6401754385964914 8.7300000000000022 0.68091632946090597 2.5000000000000004 19.500000000000004 8.8300000000000018 2.7950000000000004 0.59532897128316986 2.1250000000000004 decision_type=10 10 10 10 8 2 10 10 2 2 2 10 2 10 10 2 2 10 10 2 2 2 10 2 10 8 10 10 2 8 left_child=1 15 -2 5 6 10 7 11 9 17 -4 12 14 -14 20 16 28 18 -7 -20 21 23 -13 -5 27 -18 -24 -3 29 -1 right_child=2 24 3 4 -6 8 -8 -9 -10 -11 -12 22 13 -15 -16 -17 25 -19 19 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0061628081055337524 -0.00012267132456958988 0.005157940258913747 0.0006710060774793589 0.0007279448322975254 -0.0079592566805162211 -0.0057301780359615122 0.0064421157235167994 -0.0068850472171465551 -0.0031793484479262718 0.0016380352846364363 -0.0037195024543019541 -0.0093918129978951513 -0.0015512623864810558 0.0094010091942193872 0.007020986674189599 0.0094203075011727085 -0.0021008235325301531 -0.0070416625828654267 -0.0085817508735958146 0.006144549608368537 0.0037504170328757154 -0.0075098184324725202 0.010477677576083221 -0.0044537635191065662 -0.0022515812662372635 0.0056960102549075166 -0.002690565694538012 0.0030498534138794294 0.0061940305489674545 0.0095273814559165074 leaf_weight=1248.1218328550458 4917.4446127098054 3834.7913915291429 1697.5584556497633 1411.6315492764115 1327.0843023154885 6383.1173016112298 462.90939807705581 547.50978216342628 2534.0660579837859 405.37389757484198 2245.5533803626895 243.46834971942008 237.37424262054265 384.27978883683681 278.52941928058863 5346.3456818312407 211.32329589873552 10708.405707886443 135.95895188115537 254.48204703070223 456.10357716865838 350.05070190131664 55.987452305853367 548.79933452047408 257.51856667920947 670.02814915776253 586.67609263211489 4087.8572224527597 2279.3380321823061 3159.0452026128769 leaf_count=9605 58820 29272 17652 22586 43074 146674 4362 14135 39049 4361 29977 7639 3730 4294 2340 45297 1516 293786 3525 2756 4188 9582 398 11933 2848 5267 13323 34241 17991 26959 internal_value=0 0.00650939 -0.00383047 -0.00441383 -0.00170723 -0.00517927 -0.000215865 -0.000820139 -0.0058261 -0.00620106 -0.00182933 -9.08021e-05 0.000781361 0.00521896 -0.000124567 0.00818048 0.0073046 -0.00638283 -0.00534128 0.00101657 -0.000843954 -0.00175091 -0.00369977 -0.000722613 0.00387121 0.00382655 -0.00154338 0.00407023 0.00776305 0.00857453 internal_weight=0 21094.4 36172.4 31254.9 6890.4 24364.5 5563.32 5100.41 20421.4 17887.3 3943.11 4552.9 3666.77 621.654 3045.11 12914.2 7567.86 17482 6773.56 390.441 2766.59 2310.48 886.132 1960.43 8180.17 881.351 642.664 7922.65 6686.51 4407.17 internal_count=911180 172996 738184 679364 141584 537780 98510 94148 490151 451102 47629 80013 58653 8024 50629 106635 61338 446741 152955 6281 48289 44101 21360 34519 66361 6783 13721 63513 54555 36564 is_linear=0 shrinkage=0.01 Tree=212 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 9 9 10 9 9 10 9 4 2 10 4 9 10 9 2 5 5 5 9 9 2 5 9 9 split_gain=47767.5 3015.86 1963.02 239.771 157.851 156.143 145.502 105.056 103.366 59.4145 53.0971 52.5861 42.3601 36.0611 33.664 33.2654 32.3717 24.8598 24.5353 18.8156 19.2485 18.6139 17.6335 19.3007 29.9676 25.968 23.5144 17.5541 21.4769 21.4686 threshold=0.068259380757808671 0.97252115607261669 0.00099748477805400022 0.65440738201141369 5.9116524425917312e-05 0.99977076053619396 5.4750000000000005 5.4350000000000014 0.0089773964136838514 5.2150000000000007 5.5250000000000012 0.0070173616986721008 2.8250000000000006 2.5000000000000004 0.95030864197530873 0.18897357583045957 2.5000000000000004 8.615000000000002 0.99473056197166454 9.0500000000000025 0.93364779874213844 1.5000000000000002 497.50000000000006 9.5000000000000018 5.8950000000000005 6.1250000000000009 0.37529342723004699 101.50000000000001 3.1750000000000003 4.8650000000000011 decision_type=2 2 2 2 2 2 8 8 2 8 8 2 10 10 2 2 10 8 2 10 2 2 2 2 10 10 2 2 10 10 left_child=2 3 4 7 -1 17 8 13 -4 16 -6 -8 -7 15 -13 -2 -5 18 -3 -9 -21 -16 23 24 -11 -26 -25 29 -29 -17 right_child=1 5 6 9 10 12 11 19 -10 22 -12 14 -14 -15 21 27 -18 -19 -20 20 -22 -23 -24 26 25 -27 -28 28 -30 -31 leaf_value=-0.010158993384917599 0.00021327899055301064 0.0079427451784680816 -0.0055909436651067354 0.0052770897950521955 -0.0085689770721386182 0.011626479542398401 -0.0022129985826597975 0.0047669450421493828 -0.0022894165835484139 0.0082049085782549148 -0.0056955872794125654 0.00095039767360300537 0.012685589948996942 -0.0026955257908746612 0.00069542022862568097 0.0019635675792016387 -0.00065206011895973615 0.011272759106002186 0.0099286760977810203 0.0015407073426652333 0.013228095864118123 0.010409009378738721 -0.0042565869644313739 0.0041453607168776361 -0.0039259675213707719 0.0055407750859476322 0.011217174859318627 0.0057176011984465596 -0.0028152993722401023 0.0043930761651698978 leaf_weight=21135.354720063508 1011.5562782138586 995.0159895196557 1943.4380920566618 1615.9813937246799 3127.708699837327 11054.497276842594 607.50699443370104 888.60347414016724 1851.9885163642466 592.88693648576736 809.56375232152641 579.26952879875898 5735.7940314784646 204.02483353018761 28.430809453129768 1059.1365471929312 97.647591084241867 725.84709268808365 1659.9165449887514 19.263040259480476 52.490385472774506 64.446091081947088 11.781945422291754 56.477003902196884 37.535746544599533 127.06260262429714 280.76009272038937 39.249506443738937 118.71345642209053 553.953453540802 leaf_count=590450 6843 4750 29257 7270 63687 93266 6533 4762 18392 3213 13376 4361 35573 1777 150 4990 459 5853 9042 96 238 434 61 256 169 578 1245 177 918 3004 internal_value=0 0.00965546 -0.00866849 0.00387871 -0.00981653 0.0115935 -0.00299678 0.00228761 -0.00397995 0.00610558 -0.00797816 -8.07128e-05 0.0119883 0.00136248 0.00184651 0.00166002 0.00493923 0.00963276 0.00918439 0.0051647 0.0100905 0.00743556 0.00791189 0.00804286 0.0071569 0.00338194 0.0100329 0.00248634 -0.000695105 0.00279789 internal_weight=0 26938.2 30147.7 6767.12 25072.6 20171.1 5075.08 3946.99 3795.43 2820.13 3937.27 1279.65 16790.3 2986.63 672.146 2782.61 1713.63 3380.78 2654.93 960.357 71.7534 92.8769 1106.5 1094.72 757.485 164.598 337.237 1771.05 157.963 1613.09 internal_count=911180 184540 726640 36056 667513 148484 59127 22805 47649 13251 77063 11478 128839 17709 4945 15932 7729 19645 13792 5096 334 584 5522 5461 3960 747 1501 9089 1095 7994 is_linear=0 shrinkage=0.01 Tree=213 num_leaves=31 num_cat=0 split_feature=9 9 9 9 9 1 4 4 9 1 9 1 9 2 4 9 1 1 9 2 4 4 9 9 9 9 9 9 1 2 split_gain=13818.8 914.663 763.67 629.573 627.353 519.333 216.108 220.232 199.332 186.557 168.99 229.421 138.607 142.919 171.781 151.123 110.802 133.931 107.359 103.299 96.6737 91.9789 85.974 85.9227 81.7391 81.2972 79.6896 78.2641 80.0359 85.2891 threshold=3.1750000000000003 2.1250000000000004 3.9350000000000005 5.955000000000001 9.7700000000000014 0.012270400481782552 5.5000000000000009 3.5000000000000004 4.995000000000001 0.98936170212765973 4.9850000000000012 0.25943732193732194 8.4800000000000022 0.90045045045045058 1.5000000000000002 8.1200000000000028 0.76506899055918665 0.6401754385964914 8.7300000000000022 0.68091632946090597 2.5000000000000004 2.5000000000000004 8.8300000000000018 2.8250000000000006 4.5150000000000006 8.3400000000000016 7.6900000000000004 2.1250000000000004 0.98936170212765973 0.52655075187969935 decision_type=10 10 10 10 10 2 10 10 10 2 10 2 10 2 10 10 2 2 10 2 10 8 10 10 10 10 10 8 2 2 left_child=1 27 -2 5 6 -4 7 12 10 -10 21 -12 13 15 -15 16 17 19 -14 26 23 24 -20 -3 -7 -9 -5 -1 29 -29 right_child=2 20 3 4 -6 8 -8 25 9 -11 11 -13 18 14 -16 -17 -18 -19 22 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0068567118835003871 -0.00011930137488985102 0.0050046633262004715 -0.0018003180478050299 0.00014277742155571738 -0.0079206233469198487 -0.0031713867533286954 0.0063570191687382857 -0.0078068462850302148 -0.006849560726489165 -7.6203602457442266e-05 0.0065485583834933052 -0.0083835472598258014 -0.0093688852188263325 -0.0015310849544155447 0.0093365226821384827 0.0069309850118836136 0.0036869694133719218 -0.0074652377585174194 0.010397681094907041 -0.0044073944140683458 -0.0022317824587555195 -0.0079533907803578836 -0.0026452816311366739 0.0029117082673225966 -0.0053999885728628991 0.0087237891643045101 0.01044827348640928 0.0096940719398336626 0.0062864325439076843 0.0074721900532619184 leaf_weight=3579.1836652755737 4888.8289871253073 4151.3201570287347 3919.095718793571 1324.4624793566763 1306.5383066218346 2670.5623688101768 458.86854052357376 509.17552373930812 11458.220047680661 421.59658612683415 295.38395178876817 157.89572084695101 239.24805922061205 236.00578040629625 379.05580157600343 276.06739311665297 453.27611354924738 345.14261488057673 55.340059455484152 543.66484830155969 255.72921618074179 893.26255826093256 582.35676317662001 3718.4785218536854 4288.6868652626872 31.596828818321228 79.541209856048226 5348.9743066430092 1286.1029466018081 2551.8355406299233 leaf_count=28271 58820 31971 47629 21815 43074 48626 4362 13924 310278 4773 3091 3940 7639 3730 4294 2340 4188 9582 398 11933 2848 24332 13323 31542 95111 211 771 47093 10718 20553 internal_value=0 0.00644181 -0.00379196 -0.00437255 -0.0016902 -0.00513151 -0.000213853 -0.000810333 -0.00577828 -0.00660918 -0.00458982 0.0013471 -8.78945e-05 0.000772516 0.0051665 -0.000121738 -0.000830757 -0.00172389 -0.00365653 -0.000706472 0.00381912 -0.00493253 -0.0015134 0.00401574 -0.00454478 -0.00684098 0.000726616 0.00811114 0.00859986 0.00897644 internal_weight=0 20891.6 35813.9 30925 6820.34 24104.7 5513.8 5054.93 20185.6 11879.8 8305.79 453.28 4514.16 3637.22 615.062 3022.15 2746.09 2292.81 876.945 1947.67 8125.53 7852.51 637.697 7869.8 6959.25 540.772 1404 12766.1 9186.91 7900.81 internal_count=911180 172996 738184 679364 141584 537780 98510 94148 490151 315051 175100 7031 80013 58653 8024 50629 48289 44101 21360 34519 66361 168069 13721 63513 143737 14135 22586 106635 78364 67646 is_linear=0 shrinkage=0.01 Tree=214 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 2 10 10 1 10 2 10 10 2 1 0 1 1 2 2 10 2 2 0 2 10 1 split_gain=46937.1 2997.75 1960.2 235.943 158.877 157.844 141.467 45.6904 27.3145 24.7644 23.3844 20.1735 20.0461 18.444 17.7973 16.065 12.3972 11.4891 14.1899 11.385 11.371 14.1007 10.5715 9.97864 9.60911 16.9963 9.54095 8.90418 7.78997 8.10254 threshold=0.068259380757808671 0.97252115607261669 0.00099748477805400022 0.51461192965507518 5.9116524425917312e-05 0.99977076053619396 0.0070173616986721008 0.78322452306747448 0.87439320388349528 0.18897357583045957 0.99473056197166454 0.13712060166532367 0.00022280584380490002 0.84654631083202525 0.026551560498774003 5.1029428504989491e-06 0.50155279503105599 0.18773496240601503 1.0000000180025095e-35 0.15018796992481201 1.0000000180025095e-35 0.96178188899707895 0.86391694725028068 0.049213243648409809 0.69264507422402166 0.67879188712522065 1.0000000180025095e-35 0.94754041967664271 0.3781151175498963 0.69789381307591059 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 4 9 15 10 11 19 14 -2 27 20 -6 24 -8 -1 -7 18 -11 -5 -4 22 -22 -10 25 -9 -13 -3 -19 -30 right_child=1 5 6 7 12 16 8 13 23 17 -12 26 -14 -15 -16 -17 -18 28 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.010293248316653505 0.00094410169042995185 0.0081810981689718586 -0.0039432039804064558 0.0055440957558081918 -0.0086670421189570697 0.011752760649127348 -0.0025705688751327311 0.0063224680107519735 0.00041001830167365557 0.0050517407594929198 0.01020871180558354 -0.0056307080977191816 -0.0072340501184411203 0.0088111440131116662 -0.00080629844446571846 -0.0096117177699820717 0.012323374338721238 0.001530013613771006 0.0019807875795649797 0.0036124756944316788 0.01838209782262467 0.0054009731943400674 -0.0027929891522060937 0.0050350211735472866 0.004244146752919258 0.013808128325183277 -0.003655650661599803 0.010974160019848496 0.0039119238760684646 0.00049208932591256454 leaf_weight=16482.288753842935 1446.4877607598901 1090.8660811558366 432.95062777027488 454.90681563317776 1957.5563558749855 10675.769287876785 1346.6599566526711 1531.7915407270193 322.29716905578971 368.60013318806887 2141.1304985135794 1473.0244864597917 1947.3032061923295 317.29979870468378 993.67584562301636 4377.1929569169879 5918.2003019452095 778.0007037743926 254.25082036107779 926.78408695012331 2.4107404425740233 30.09617830067873 107.14948322996497 54.544322166591883 221.27440866827965 30.944199606776237 293.28413555771112 127.4766730889678 338.73243133723736 87.093625701963902 leaf_count=482063 9695 5831 4462 2006 41622 87756 14340 7385 2725 1837 13181 23160 35441 1427 8577 108387 41083 4628 1151 4479 45 434 1858 380 1013 131 3146 633 1872 432 internal_value=0 0.00960666 -0.00864521 0.0038493 -0.00980368 0.0115561 -0.00297108 0.0056609 -0.00141916 0.00192157 0.00957936 -0.00477398 -0.00795243 0.00658964 -0.00182148 -0.0101502 0.0119563 0.0026956 0.00379816 0.00424844 -0.00314285 -0.000661654 -0.00232706 0.00107944 0.00619453 0.00647069 -0.00530276 0.00847334 0.00212514 0.00321247 internal_weight=0 26709.6 29820.4 6756.17 24764.3 19953.4 5056.09 3483 2717.18 3273.17 3359.47 2338.92 3904.86 2101.31 2340.34 20859.5 16594 1826.68 622.851 1381.69 572.607 139.656 109.56 376.841 1784.01 1562.74 1766.31 1218.34 1203.83 425.826 internal_count=911180 184540 726640 36056 667513 148484 59127 16441 26022 19615 19645 33105 77063 9956 22917 590450 128839 9920 2988 6485 6799 2337 1903 3105 8529 7516 26306 6464 6932 2304 is_linear=0 shrinkage=0.01 Tree=215 num_leaves=31 num_cat=0 split_feature=5 2 4 4 1 1 1 1 2 5 0 4 1 0 2 2 5 5 0 5 4 0 4 5 5 4 5 1 1 2 split_gain=4234.64 539.047 481.609 478.776 359.682 307.17 318.483 268.08 250.469 209.769 130.62 127.609 124.884 119.99 107.026 105.927 101.346 101.174 98.62 97.143 84.8843 76.2168 103.412 64.0229 60.4698 59.3351 58.8382 81.3872 84.3887 56.8149 threshold=3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 0.48581488933601619 0.50144508670520238 0.66522988505747138 0.091372912801484213 1.0000000180025095e-35 28.500000000000004 1.0000000180025095e-35 2.5000000000000004 0.087337909992372217 1.0000000180025095e-35 0.97156334231805941 0.92890109890109895 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 52.500000000000007 227.50000000000003 1.5000000000000002 4.5000000000000009 0.26944684528954194 0.24494897959183673 0.47385509227614492 decision_type=2 2 10 10 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 8 2 10 2 2 10 2 2 2 2 left_child=3 23 13 4 7 -6 -7 12 -5 18 16 -11 17 14 15 24 20 21 26 -8 -9 -1 -23 -2 -3 -14 27 28 -4 -15 right_child=1 2 9 8 5 6 19 10 -10 11 -12 -13 25 29 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0043877466028001341 0.0031385333828222381 -0.002450740709110763 -0.0079808453326715659 0.0030019737970054835 0.0056518173713972844 -0.00050172404490324805 0.0042664557899372395 0.0010691668407881141 -0.0039526593034615257 -0.0053532360888114685 0.002753023924146409 -0.0085932195838132226 -0.006604780332652993 -0.0029003033500180153 0.00085547473714607622 -0.0065633397993354638 -0.0030651195566527008 -0.00020621151468752869 0.0017812069986704951 0.0001308206104061733 -0.0021364951398366088 0.0028590309308054404 -0.0013385334232328839 -0.006182360138410105 -0.0045673961224649961 0.010339673570966396 -0.0046820065259061475 -0.005490910902014051 0.0073833707893971347 0.002396180273020067 leaf_weight=2591.0585256442428 1392.276828147471 10111.835552202538 46.382835118100047 736.75385241210461 5648.9694294966757 2335.3188135400414 5490.1579942405224 3020.7082848399878 1742.9300084263086 2624.2057683747262 1531.7453251108527 2264.6961453258991 22.299715016037226 284.57641090452671 776.91000404767692 769.72341929934919 1239.7100436203182 1130.6169566418976 310.47807472571731 633.51053831540048 1136.9165649078786 4102.7727727629244 684.89537976682186 77.810439229011536 1557.6094360705465 282.08374071493745 2577.2461759634316 172.32746565714478 155.92958915233612 702.45704594999552 leaf_count=23471 13479 201708 889 7580 54229 35881 54366 39758 32566 71631 16566 78760 325 5861 11513 22673 21977 17735 4536 8489 19849 41025 8947 934 37269 3317 62000 3881 1336 8629 internal_value=0 -0.0032204 -0.00360614 0.00233588 0.00268662 0.00384617 0.00264035 0.00164748 -0.00188633 -0.00554365 0.000175737 -0.0068541 0.00280453 -0.00249418 -0.00274537 -0.00297027 -0.000555688 0.0025794 -0.00357985 0.00383861 0.000192568 0.00300622 0.00225855 0.00264519 -0.00273327 0.00909829 -0.00414373 -0.000440751 0.00386092 0.000869125 internal_weight=0 23824.5 22354.4 32330.4 29850.8 14108 8458.99 15742.8 2479.68 8151.27 6929.08 4888.9 8813.73 14203.1 13216.1 12439.2 5397.33 8509.34 3262.36 6123.67 4157.62 7378.73 4787.67 1470.09 11669.4 304.383 2951.89 374.64 202.312 987.033 internal_count=911180 525099 510686 386081 345935 152965 98736 192970 40146 223033 98150 150391 94820 287653 273163 261650 81584 91178 72642 62855 59607 73443 49972 14413 238977 3642 68106 6106 2225 14490 is_linear=0 shrinkage=0.01 Tree=216 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 4 10 5 10 1 3 10 1 5 5 5 1 10 4 5 1 4 5 1 4 5 1 split_gain=46216.9 2996.53 1958.4 231.786 160.77 160.196 139.536 45.0869 25.0341 24.2123 23.6368 23.5306 22.5756 20.2875 20.0962 19.8264 19.752 19.6392 18.3697 18.3312 16.2786 15.6762 15.4787 15.2959 15.1108 50.8929 14.8492 16.1954 19.6773 16.8153 threshold=0.068259380757808671 0.97252115607261669 0.00099748477805400022 0.51461192965507518 0.99977076053619396 5.9116524425917312e-05 0.0070173616986721008 0.78322452306747448 2.5000000000000004 0.18897357583045957 7.5000000000000009 0.99473056197166454 0.17677696078431374 21.500000000000004 0.00022280584380490002 0.13712060166532367 786.50000000000011 1.5000000000000002 353.50000000000006 0.98936170212765973 5.1029428504989491e-06 2.5000000000000004 6.5000000000000009 0.17416582406471184 2.5000000000000004 73.500000000000014 0.15831244778613199 2.5000000000000004 178.50000000000003 0.26344707923655292 decision_type=2 2 2 2 2 2 2 2 10 2 2 2 2 8 2 2 2 2 2 2 2 8 2 2 8 2 2 8 2 2 left_child=2 3 5 9 11 20 15 21 12 -2 -6 18 17 19 -7 -4 26 -8 -3 22 -1 -5 -9 -19 -13 -26 -15 -28 -29 -30 right_child=1 4 6 7 10 14 8 13 -10 -11 -12 24 -14 16 -16 -17 -18 23 -20 -21 -22 -23 -24 -25 25 -27 27 28 29 -31 leaf_value=-0.010287421653335699 0.00093094918838300584 0.0085516889475854927 -0.0031264390384531182 0.004537022267174104 0.011746986669704668 -0.0086454028996195403 -0.00093083742952818657 0.0077246517001255061 -0.0042651979841783864 0.0026627545981025829 0.01271694750617631 0.01042542642419263 -0.0017304196866687446 0.007519536915650599 -0.0072051784744437079 -0.0052704516104093825 -0.012808673478500428 0.0021724999976938408 -0.0024616282015832072 -0.0013824616802909939 -0.0095978833120987546 0.00081641282992789656 0.012864806074363171 0.028001329916630398 0.0089251714301487629 -0.010859690557011629 0.0059572548123740703 0.00056605306617251686 0.028006199860433911 0.003897498865397067 leaf_weight=16292.493873590603 1446.4546737670898 1198.3789353296161 571.58218133822083 1256.5152074098587 13340.265965558589 1941.2164226993918 463.86280995979905 142.9597951322794 275.44958332553506 1827.0036926269531 3095.2742198631167 1932.5292253941298 1681.1266420669854 592.57440117001534 1934.171069290489 1757.4959862828255 5.4729576110839835 290.68906847015023 15.33870320022106 15.51183384656906 4334.6066713947803 124.46058632433414 99.261726722121239 2.3110292665660372 181.62733355909586 14.003882050514219 1128.5990258380771 101.38358332961798 5.0514823794364911 6.7707780599594116 leaf_count=482063 9695 6397 6799 5838 110157 41622 3178 675 3581 9920 18682 12073 16595 2812 35441 26306 28 2637 67 77 108387 647 419 31 1051 57 5403 483 23 36 internal_value=0 0.00955939 -0.00862409 0.00380747 0.0115231 -0.00979204 -0.00294878 0.00560481 -0.0014076 0.00189752 0.0119297 0.00952363 -0.00108475 0.00652857 -0.0079266 -0.00474429 0.00616049 0.000349407 0.00841251 0.00915618 -0.0101425 0.0042017 0.00983107 0.00237622 0.0101573 0.00750891 0.00621708 0.00559557 0.00198974 0.0141988 internal_weight=0 26529.4 29545 6752.02 19777.4 24502.5 5042.52 3478.56 2713.44 3273.46 16435.5 3341.88 2437.99 2097.59 3875.39 2329.08 1839.85 756.863 1213.72 257.733 20627.1 1380.98 242.222 293 2128.16 195.631 1834.38 1241.8 113.206 11.8223 internal_count=911180 184540 726640 36056 148484 667513 59127 16441 26022 19615 128839 19645 22441 9956 77063 33105 8785 5846 6464 1171 590450 6485 1094 2668 13181 1108 8757 5945 542 59 is_linear=0 shrinkage=0.01 Tree=217 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 1 10 10 5 10 3 1 5 5 5 1 1 1 1 10 5 5 1 0 0 1 5 split_gain=45597.6 2996.46 1958.66 227.753 163.794 161.614 137.781 42.2759 24.4324 23.6998 22.644 22.634 20.1595 19.8532 19.6426 19.4083 19.1479 18.087 17.9911 17.85 16.7673 16.5363 16.5043 15.0683 14.9835 14.6967 18.5936 16.3327 17.8291 12.6638 threshold=0.068259380757808671 0.97252115607261669 0.00099748477805400022 0.65440738201141369 0.99977076053619396 5.9116524425917312e-05 0.0070173616986721008 0.2688089013099671 0.17677696078431374 0.99473056197166454 0.78322452306747448 7.5000000000000009 0.00025326936156485003 21.500000000000004 0.13712060166532367 786.50000000000011 1.5000000000000002 353.50000000000006 0.98936170212765973 0.17416582406471184 0.18773496240601503 0.05298245614035086 5.1029428504989491e-06 6.5000000000000009 956.50000000000011 0.15831244778613199 1.0000000180025095e-35 1.0000000180025095e-35 0.82683658170914553 438.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 5 7 9 22 14 -2 16 17 -5 -6 -7 18 -4 25 -8 -3 23 21 -9 -18 -1 -12 -11 26 -15 28 -27 -22 right_child=1 4 6 10 11 12 8 20 -10 24 13 -13 -14 15 -16 -17 19 -19 -20 -21 29 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.010281814615243667 0.001204619117977268 0.0084920502720395013 -0.003102633742423767 0.0044056886147095416 0.011724904301471195 -0.0085601389685109781 -0.0011819438127921402 0.0045616220836205371 -0.0020250134350764289 0.010146448110642848 0.007657893547171884 0.012677460576879095 -0.0071063001497513722 0.0090347950048531456 -0.0052397088999888899 -0.012747633173326951 0.0033513413550845667 -0.0024375224887394956 -0.0013679760976791798 0.028299282059962187 0.002708388520295979 -0.0014361158365774158 -0.0095844544518609558 0.012730166523447002 -0.0082671936141233832 0.0044259991372778253 0.00546414529425868 0.0076408663864116775 0.0087267165050238949 -0.0067177443946651542 leaf_weight=16139.133309213445 2010.9626188986003 1194.7453421875834 570.21492324024439 712.2381903976202 13232.278039142489 2105.0445772502571 505.05196428671479 665.0582200884819 1881.7779928632081 2112.8012735545635 142.76497481018305 3073.9728443771601 1743.9514496922493 330.35131338983774 1750.1664666980505 5.4443163126707068 212.20339138060808 15.335506021976469 15.519293099641798 2.5474022924900046 1254.0591167062521 109.31563029065728 4297.4593612402678 99.30820332467556 4.4283578544855109 846.58181401342154 261.10429947823286 285.68467878550291 108.77924977242947 14.416556872427462 leaf_count=482063 12961 6397 6799 3295 110157 45097 3538 3058 19448 13162 675 18682 31966 1488 26306 28 1631 67 77 34 6682 1371 108387 419 19 3916 1324 1499 530 104 internal_value=0 0.00951563 -0.00860466 0.00376926 0.0114919 -0.00978115 -0.00292586 0.00221976 -0.00139485 0.00946989 0.00594608 0.0119045 -0.00790142 0.00646963 -0.00471454 0.00610524 3.53661e-05 0.00835354 0.00906959 0.00193252 0.00327554 0.00172362 -0.0101352 0.00973874 0.0101079 0.00616125 0.00745849 0.00554301 0.00491569 0.00260126 internal_weight=0 26385.8 29316.9 6752.27 19633.6 24285.6 5031.28 3944.5 2710.9 3327.31 2807.78 16306.3 3849 2095.54 2320.38 1837.95 829.118 1210.08 257.592 324.066 1933.53 321.519 20436.6 242.073 2117.23 1832.5 591.456 1241.05 955.361 1268.48 internal_count=911180 184540 726640 36056 148484 667513 59127 22805 26022 19645 13251 128839 77063 9956 33105 8785 6574 6464 1171 3036 9844 3002 590450 1094 13181 8757 2812 5945 4446 6786 is_linear=0 shrinkage=0.01 Tree=218 num_leaves=31 num_cat=0 split_feature=5 4 4 1 1 1 1 1 1 5 3 1 1 1 4 0 5 3 0 1 5 0 4 7 0 5 5 4 3 5 split_gain=4045.66 458.84 458.284 386.215 345.813 296.328 304.115 255.845 228.35 210.981 164.516 231.776 139.504 156.367 126.337 124.378 119.946 113.147 109.433 101.301 97.5491 88.3537 81.2577 69.8232 61.7028 59.8404 58.3589 57.6609 55.6602 54.3565 threshold=3.5000000000000004 1.5000000000000002 2.5000000000000004 0.98936170212765973 0.48581488933601619 0.50144508670520238 0.66522988505747138 0.091372912801484213 0.023937770392229853 28.500000000000004 25.500000000000004 0.081725417439703116 0.028778467908902653 0.98936170212765973 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 29.500000000000004 1.0000000180025095e-35 0.066767983789260368 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 273.50000000000006 309.50000000000006 4.5000000000000009 20.500000000000004 4.5000000000000009 decision_type=2 10 10 2 2 2 2 2 2 2 8 2 2 2 10 2 2 8 2 2 2 2 8 2 2 2 2 10 8 2 left_child=2 12 4 9 7 -6 28 10 -4 21 11 16 25 18 -11 20 23 24 19 -14 22 29 -9 -1 -8 -2 -21 -10 -7 -3 right_child=1 3 8 -5 5 6 17 15 27 14 -12 -13 13 -15 -16 -17 -18 -19 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00072714309539491612 0.0017315008478424063 -0.0004737318492771888 0.0024745576231562441 0.0066847562624820778 0.0055754923740831573 -0.0039172613172255653 0.00074418315186587788 0.0010526569546067325 -0.0047663723536512546 -0.0052866424478860419 0.0033841793035030532 0.010155821857214769 -0.0065156020831275653 0.0018626923790206534 -0.0085409984266075697 0.0027023529262173063 -0.0074133972243182744 0.0047432224968110715 0.00069301474832090745 -0.0024887226545878684 -0.0030274186483269438 0.0014059337876886563 -0.0021043731211945532 0.011200877630976982 0.0046366742813740546 -0.0079471105989256004 -0.0051577855807854013 0.00069065808678034888 0.00021130191393361632 -0.0045656643479869757 leaf_weight=978.4657170176506 1106.5896928589791 372.03158437088132 810.92014396563172 270.83097176626325 5563.0335513688624 393.82897878438234 1446.7466527447104 2984.4898165389895 1409.3579689785838 2585.0633583664894 7193.3315862305462 187.45098109915853 738.41180693544447 804.82766338810325 2215.010482089594 1511.0385617502034 289.5819479227066 4026.3488805517554 897.1882822047919 10615.514485819265 1222.7738717086613 331.161327900365 1121.6967852283269 51.666658908128738 566.78028141334653 67.79412810690701 887.70263992622495 224.46707367710769 1911.4492155946791 2548.1389331258833 leaf_count=12718 14213 6138 8494 2492 54229 8240 15920 39758 28889 71731 71280 2290 22265 8176 78839 16566 7988 41018 13618 216948 21977 4836 19849 544 5917 1461 22259 2763 27641 62123 internal_value=0 -0.00317528 0.00229686 -0.005061 0.00264225 0.00378772 0.00259596 0.00161709 -0.00186352 -0.0054561 0.00275475 -0.000249369 -0.00213723 -0.00241601 -0.00678838 0.000169983 -0.00172731 0.00377532 -0.0026781 -0.00292517 -0.000548076 -0.00348922 0.000190244 -0.000128889 0.00183987 0.00117278 -0.00269469 -0.00401664 -0.000494013 -0.00404435 internal_weight=0 23440.3 31893.4 8322.24 29448.7 13908.2 8345.15 15540.5 2444.75 8051.41 8700.5 1507.17 15118 13943.6 4800.07 6840 1319.71 6039.88 13138.8 12241.6 5328.96 3251.33 4106.19 1030.13 2013.53 1174.38 11503.2 1633.83 2305.28 2920.17 internal_count=911180 525099 386081 226159 345935 152965 98736 192970 40146 223667 94820 23540 298940 283266 150570 98150 21250 62855 275090 261472 81584 73097 59607 13262 21837 15674 239207 31652 35881 68261 is_linear=0 shrinkage=0.01 Tree=219 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 9 10 9 9 9 10 9 2 9 10 5 10 2 5 9 5 2 9 5 5 10 2 5 9 split_gain=44897.2 2995.4 1956.56 224.07 166.682 162.906 142.342 99.0853 96.1492 70.8101 54.2571 49.4273 36.9542 28.629 27.0453 24.7204 23.6067 23.3669 21.9668 19.6131 33.3225 23.1959 23.7976 23.2163 18.6221 18.2816 18.1001 17.9651 17.7921 16.8577 threshold=0.068259380757808671 0.97252115607261669 0.00099748477805400022 0.51461192965507518 0.99977076053619396 5.9116524425917312e-05 5.4750000000000005 0.0089773964136838514 5.4750000000000005 5.2550000000000008 5.5250000000000012 0.015218299813568552 2.8250000000000006 0.82274865591397861 8.615000000000002 0.99473056197166454 1.5000000000000002 0.78322452306747448 0.94754041967664271 9.5000000000000018 5.8950000000000005 478.50000000000006 0.37529342723004699 5.5650000000000004 336.50000000000006 1.0000000180025095e-35 0.18897357583045957 0.19929078014184398 26.500000000000004 6.1250000000000009 decision_type=2 2 2 2 2 2 8 2 8 8 8 2 10 2 8 2 2 2 2 2 10 2 2 8 2 2 2 2 2 10 left_child=2 3 5 8 14 -1 7 -4 26 17 -7 16 -6 -13 15 -3 -8 -5 -18 20 -11 22 -21 24 28 -15 -2 -10 -24 -22 right_child=1 4 6 9 12 10 11 -9 27 19 -12 13 -14 25 -16 -17 18 -19 -20 21 29 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010127438508256341 -5.2394950019230418e-05 0.0076956510257946359 -0.0054810037451710333 0.0032085003613274224 0.011531551503165463 -0.0084837945410310405 -0.003093534793177203 -0.0022286043294477572 0.0021501061799354755 0.0076005766790645871 -0.0055401675632776497 0.0013652410842742565 0.012538057652930342 -0.00063494454963834918 0.011161411394496817 0.0097038639554455353 -0.00075551019900930885 0.0052919105696802096 0.0054604550078878157 0.0040845563823842515 -0.0026381492067235339 -0.003829696673474129 0.010140420178187759 0.012220872390598922 0.023108569144486408 0.0099095042144137779 0.0016582414978985663 0.0057902787485687611 -0.00011841355484169298 0.0044621685273353957 leaf_weight=20208.323839711025 1104.8378487862647 983.58230625092983 1908.5314823277295 926.11488895118237 10584.301245369017 3031.1838131863624 422.73706341907382 1839.5476066619158 176.05371277034283 665.29680537432432 789.19694892130792 338.32613616809249 5566.1296646222472 21.128042638301849 699.42347974330187 1626.7554223164916 345.93789694458246 1285.6695245802402 68.033353216946125 63.959689892828465 42.942620545625687 13.182637408375738 30.229476824402809 249.54607686400414 5.7700427174568167 74.14225497096777 1405.2630076110363 589.68893182277679 38.355755001306534 151.07947045564651 leaf_count=590450 7804 4750 29257 4252 93266 63687 2900 18392 826 3651 13376 2347 35573 110 5853 9042 4784 5832 776 296 194 70 138 1100 28 561 7740 3245 197 683 internal_value=0 0.00946869 -0.00858336 0.00372759 0.0114595 -0.00976943 -0.00290426 -0.00388473 0.00185155 0.00549756 -0.00787571 -1.13546e-05 0.0118784 0.00272879 0.00941508 0.00894716 -0.00143135 0.00441955 0.000266041 0.00738935 0.00653715 0.00921537 0.00965875 0.0107595 0.0058548 0.00757107 0.000905293 0.00495336 0.00440325 0.00289067 internal_weight=0 26208.2 29047.1 6747.99 19460.2 24028.7 5018.38 3748.08 3275.84 3472.15 3820.38 1270.3 16150.4 433.596 3309.76 2610.34 836.708 2211.78 413.971 1260.36 859.319 401.044 387.861 323.901 74.3553 95.2703 2510.1 765.743 68.5852 194.022 internal_count=911180 184540 726640 36056 148484 667513 59127 47649 19615 16441 77063 11478 128839 3018 19645 13792 8460 10084 5560 6357 4528 1829 1759 1463 363 671 15544 4071 335 877 is_linear=0 shrinkage=0.01 Tree=220 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 9 9 10 9 9 10 9 4 2 4 10 9 1 10 9 1 5 4 5 10 5 5 5 9 split_gain=44295.9 2994.52 1956.41 220.418 169.631 164.294 140.266 100.162 98.1051 58.3235 54.305 48.7237 35.2784 33.177 31.3116 30.3149 30.1696 27.6576 25.584 24.761 23.7188 18.288 17.6357 17.1023 47.6505 16.9786 16.396 16.3626 18.4132 29.2471 threshold=0.068259380757808671 0.97252115607261669 0.00099748477805400022 0.65440738201141369 0.99977076053619396 5.9116524425917312e-05 5.4750000000000005 5.4350000000000014 0.0089773964136838514 5.2150000000000007 5.5250000000000012 0.0070173616986721008 2.8250000000000006 2.5000000000000004 0.95030864197530873 2.5000000000000004 0.18897357583045957 8.615000000000002 0.80070921985815613 0.99473056197166454 9.0500000000000025 0.75110619469026563 1.5000000000000002 2.5000000000000004 73.500000000000014 5.1029428504989491e-06 6.5000000000000009 497.50000000000006 9.5000000000000018 5.8950000000000005 decision_type=2 2 2 2 2 2 8 8 2 8 8 2 10 10 2 10 2 8 2 2 10 2 2 10 2 2 2 2 2 10 left_child=2 3 5 7 17 25 8 13 26 15 -7 -8 -6 16 21 -5 -2 19 20 -3 -9 -13 -16 -21 -25 -1 -4 28 29 -11 right_child=1 4 6 9 12 10 11 18 -10 27 -12 14 -14 -15 22 -17 -18 -19 -20 23 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.01027052284511468 0.0001722294059476199 0.0076356952989287885 -0.0047354160130229318 0.0050071034013838859 0.011513133953625646 -0.0084619549539534499 -0.0020813014152224005 0.0050159620913507929 -0.0022097681737872472 0.0079328575839266464 -0.0055095210101621626 0.0017642936278460036 0.012500239147454923 -0.0026400423822617682 0.00063384318943978811 -0.00073476639320419802 0.0023360436263265465 0.011135971472761306 -0.00025060043220224211 0.0099913729495254532 0.011194789812085515 -0.0030257737735396059 0.01007275743303304 0.0082211015076134701 -0.011206136417018049 -0.0095563691479216943 -0.0066570437491491894 -0.004135801302936652 0.0097015584754300589 0.0031458981369907289 leaf_weight=15804.30396374315 1011.907980889082 981.40333881229162 1192.4977371022105 1607.5918293595314 10495.664911933243 3008.729652358219 600.00835480540991 805.18585205823183 1836.6901145242155 583.99454996734858 785.66871765255928 481.19560473784804 5527.3344254493713 202.71379746869206 28.428207948803902 97.527888014912605 1774.0185197591782 694.03809393942356 85.12837527692318 1457.5423708111048 67.321385361254215 95.52765354141593 65.179082579910755 148.40867731720209 13.799342274665831 4217.3936226963997 707.41984349489212 11.683565571904181 337.25148713588715 163.32906657457352 leaf_count=482063 6843 4750 15754 7270 93266 63687 6533 4372 18392 3213 13376 3838 35573 1777 150 459 9089 5853 409 8155 315 523 434 831 56 108387 13503 61 1501 747 internal_value=0 0.00942551 -0.00856395 0.0036905 0.0114287 -0.00975852 -0.00288185 0.00216771 -0.00385777 0.00583564 -0.00785062 -1.12733e-05 0.0118536 0.00126589 0.00184159 0.00467869 0.0015501 0.00936236 0.00498216 0.00888913 0.00549271 0.000970873 0.00720619 0.00964858 0.00656839 -0.0101201 -0.00545092 0.00763516 0.00776196 0.00688666 internal_weight=0 26065.8 28823 6747.65 19318.2 23816.1 5006.95 3946.28 3736.61 2801.38 3794.4 1270.34 16023 2988.64 670.331 1705.12 2785.93 3295.19 957.636 2601.15 872.507 576.723 93.6073 1619.75 162.208 20021.7 1899.92 1096.26 1084.58 747.324 internal_count=911180 184540 726640 36056 148484 667513 59127 22805 47649 13251 77063 11478 128839 17709 4945 7729 15932 19645 5096 13792 4687 4361 584 9042 887 590450 29257 5522 5461 3960 is_linear=0 shrinkage=0.01 Tree=221 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 9 10 9 9 9 10 4 9 9 1 4 1 10 10 9 1 4 9 5 9 9 5 4 9 split_gain=43703 2993.48 1956.04 216.609 172.52 165.687 138.207 97.1381 92.224 68.5693 54.3494 47.7661 35.2705 33.6682 28.2527 26.3775 26.1513 25.8447 24.8189 23.7897 23.5966 22.1786 25.5795 41.7399 21.6124 20.2036 23.6589 19.297 20.4069 17.6787 threshold=0.068259380757808671 0.97252115607261669 0.00099748477805400022 0.51461192965507518 0.99977076053619396 5.9116524425917312e-05 5.4750000000000005 0.0089773964136838514 5.4750000000000005 5.2550000000000008 5.5250000000000012 0.0070173616986721008 2.5000000000000004 2.8250000000000006 8.615000000000002 0.80070921985815613 2.5000000000000004 0.75110619469026563 0.99473056197166454 0.78322452306747448 4.8650000000000011 0.61922530206112303 1.5000000000000002 7.5550000000000006 17.500000000000004 6.1150000000000011 6.1250000000000009 1.5000000000000002 1.5000000000000002 5.3250000000000011 decision_type=2 2 2 2 2 2 8 2 8 8 8 2 10 10 8 2 10 2 2 2 10 2 8 10 2 10 10 2 10 10 left_child=2 3 5 8 14 -1 7 -4 16 12 -7 -8 19 -6 18 -10 20 27 -3 -5 -2 22 23 25 -22 -11 -27 -13 -29 -23 right_child=1 4 6 9 13 10 11 -9 15 21 -12 17 -14 -15 -16 -17 -18 -19 -20 -21 24 29 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.010112790291215552 0.0004462603632247133 0.0075762401039081162 -0.0054210671939481413 0.0033909351693544383 0.011494940114205873 -0.0084400757895715123 -0.0020633843123734376 -0.0021910645705118907 0.0054199775648684423 0.0088321900568713516 -0.0054789325310309481 0.00058537875287245666 -0.0007809743818233565 0.012462881124156536 0.011110713113405928 -0.0011474983236095745 -0.0028309195366633651 -0.0029984486469065963 0.0095945541881390702 0.0055559769252158569 0.0033989855355585838 0.0074438134263934697 0.0058009450030280883 0.015836786225000298 -0.00073626984747249876 -0.01739074069357726 0.0046874667116983985 0.0060361519025126766 0.00063980141119835332 0.0021224595818156865 leaf_weight=19836.721432439983 1546.1839330419898 979.22489993274212 1891.3209181204438 874.68956199288368 10407.595713146031 2986.4755504261702 599.17047548666596 1833.8592625930905 699.91242355108261 498.96717259287834 782.1720845606178 257.50836280733347 127.00000087171793 5488.6577861085534 688.6865531206131 67.01070860773325 176.18188583850861 95.434692066162825 1612.6192895695567 1209.0597549974918 631.36756728589535 116.81895434856415 363.19319052249193 80.894032344222069 158.01762188225985 5.2926973402500144 58.508870586752892 213.85083843022585 104.23347491770983 134.09786693006754 leaf_count=590450 8426 4750 29257 3963 93266 63687 6533 18392 3753 2588 13376 1461 632 35573 5853 318 1636 523 9042 5489 3973 751 1814 330 1509 24 248 1767 1194 602 internal_value=0 0.00938264 -0.00854458 0.00365385 0.0113983 -0.00974762 -0.0028597 -0.00383098 0.00181095 0.00539587 -0.0078255 -1.11874e-05 0.00433534 0.0118292 0.00931039 0.00484614 0.000884208 0.00182125 0.00883201 0.00464716 0.00116446 0.00725993 0.00792283 0.00912013 0.0025712 0.00815466 0.00285596 0.00262037 0.00426781 0.00459991 internal_weight=0 25924 28600.7 6747.2 19176.8 23605.4 4995.38 3725.18 3278.67 3468.52 3768.65 1270.2 2210.75 15896.3 3280.53 766.923 2511.75 671.027 2591.84 2083.75 2335.57 1257.77 1006.86 643.663 789.385 562.769 63.8016 575.593 318.084 250.917 internal_count=911180 184540 726640 36056 148484 667513 59127 47649 19615 16441 77063 11478 10084 128839 19645 4071 15544 4945 13792 9452 13908 6357 5004 3190 5482 2860 272 4422 2961 1353 is_linear=0 shrinkage=0.01 Tree=222 num_leaves=31 num_cat=0 split_feature=9 9 9 9 9 1 4 4 9 1 9 2 9 2 4 9 9 1 1 2 4 9 1 9 1 9 1 3 2 9 split_gain=12420.6 858.299 692.731 609.955 575.07 451.147 189.448 201.899 152.339 171.418 162.198 213.138 119.248 125.111 157.388 131.922 104.551 92.9016 125.664 95.814 87.0042 86.9959 83.305 79.557 77.4152 74.7894 78.0923 100.652 80.2104 74.3691 threshold=3.1750000000000003 2.1250000000000004 4.0850000000000009 5.955000000000001 9.7700000000000014 0.012270400481782552 5.5000000000000009 3.5000000000000004 4.995000000000001 0.98936170212765973 4.9850000000000012 0.72792207792207797 8.4800000000000022 0.90045045045045058 1.5000000000000002 8.1200000000000028 8.7300000000000022 0.76506899055918665 0.6401754385964914 0.68199436222692045 2.5000000000000004 3.5950000000000002 1.0000000180025095e-35 2.7950000000000004 0.028778467908902653 2.1250000000000004 0.98936170212765973 26.500000000000004 0.52655075187969935 7.6900000000000004 decision_type=10 10 10 10 10 2 10 10 10 2 10 2 10 2 10 10 10 2 2 2 10 10 2 10 2 8 2 8 2 10 left_child=1 25 21 5 6 -4 7 12 10 -10 -7 -12 13 15 -15 17 -14 18 19 29 23 -2 -23 -3 -18 -1 28 -28 -27 -5 right_child=2 20 3 4 -6 8 -8 -9 9 -11 11 -13 16 14 -16 -17 24 -19 -20 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31 leaf_value=0.0066636697207799666 0.0007360577628183208 0.0049185712749322697 -0.0018874364465489082 0.00022680694908594698 -0.0077882822277781276 -0.0049687205955775008 0.0061296814041411508 -0.0066935793237198763 -0.0066884113969161354 -9.6847434959360172e-05 -0.008398035938384979 0.0063923798689266035 -0.0092889967234497956 -0.0014695110785750232 0.0091790003084793355 0.006660724792964267 0.0028809954369027604 0.0034665138652202844 -0.0073281808332409052 -0.0042611832461519616 -0.0021922971820639171 0.0022102837861595931 -0.0026118789722272529 0.0028671825831911618 -0.004325864098485393 0.009511743196294626 0.0011087733810194612 0.0077254329704967315 0.0073025440988530544 0.010280200279509179 leaf_weight=3416.7000333070755 2969.551610622555 3656.3863187842071 3680.5943740196526 1278.7613964788616 1219.0186322871596 6861.3976877797395 438.21160179190338 509.08445513993502 10857.338463919237 409.40717887505889 147.97704516351223 285.24174994975328 223.11531418934464 228.17909867689013 354.3575294688344 264.54477941989899 257.43899507634342 436.47671134769917 324.63221750035882 514.92000582814217 245.38810701295733 432.08732396364212 2096.4712285213172 3914.5166481398046 354.01894397847354 5047.8623761460185 306.69340730458498 918.21098461002111 2436.846039660275 78.0736442822963 leaf_count=28271 33094 29272 46435 21917 43074 156286 4362 14135 310278 4773 3892 3139 7639 3730 4294 2340 4394 4188 9582 11831 2848 4136 34567 34241 9327 47093 2473 8245 20553 771 internal_value=0 0.00625196 -0.00367662 -0.00429911 -0.00159947 -0.00508573 -0.000165687 -0.000737604 -0.00571993 -0.00644889 -0.00459403 0.00134033 -3.4839e-05 0.000779311 0.00500799 -7.08823e-05 -0.00342963 -0.00074726 -0.00158464 -0.000588498 0.00366796 -0.000424679 -0.00178785 0.00385791 -0.0012916 0.00791754 0.00840942 0.00606874 0.00879248 0.000805289 internal_weight=0 19942.6 34220.9 28722.8 6480.83 22242 5261.81 4823.6 18561.4 11266.7 7294.62 433.219 4314.52 3479.95 582.537 2897.41 834.573 2632.86 2196.39 1871.76 7816.29 5498.11 2528.56 7570.9 611.458 12126.3 8709.61 1224.9 7484.71 1356.84 internal_count=911180 172996 738184 666387 141584 524803 98510 94148 478368 315051 163317 7031 80013 58653 8024 50629 21360 48289 44101 34519 66361 71797 38703 63513 13721 106635 78364 10718 67646 22688 is_linear=0 shrinkage=0.01 Tree=223 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 9 10 9 9 9 10 9 10 10 2 9 9 2 2 9 10 9 9 9 10 9 9 9 10 split_gain=42948.2 2975.49 1952.92 213.099 174.275 166.73 134.142 96.2235 94.5346 56.3672 53.8671 46.9201 36.4471 30.574 30.4884 27.2679 23.0145 18.1638 18.1979 18.1202 22.8454 17.4362 17.1896 12.637 26.8386 12.4187 12.0215 29.1172 11.9873 11.9733 threshold=0.068259380757808671 0.97252115607261669 0.00099748477805400022 0.65440738201141369 0.99989646673202526 5.9116524425917312e-05 5.4750000000000005 0.0089773964136838514 5.4350000000000014 5.2150000000000007 5.5250000000000012 0.015218299813568552 2.8250000000000006 0.99766892194747936 0.2688089013099671 0.82274865591397861 2.6250000000000004 9.0500000000000025 0.93364779874213844 0.94754041967664271 9.0500000000000025 5.1029428504989491e-06 9.7700000000000014 8.1200000000000028 7.6900000000000004 0.8784809708595277 4.8650000000000011 4.5150000000000006 6.0750000000000011 0.00025326936156485003 decision_type=2 2 2 2 2 2 8 2 8 8 8 2 10 2 2 2 10 10 2 2 10 2 8 10 10 2 10 10 10 2 left_child=2 3 5 8 13 21 7 -4 14 25 -7 19 -6 16 -2 -13 -3 23 22 -8 -21 -1 -19 24 -10 -5 27 -27 -23 -12 right_child=1 4 6 9 12 10 11 -9 17 -11 29 15 -14 -15 -16 -17 -18 18 -20 20 -22 28 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.010258514596318496 0.00026961270547898769 0.010320430336241485 -0.005383964783246935 0.00378233281475648 0.011487404912324089 -0.0084154070681979037 -0.001978830541156417 -0.0021617814987592329 0.0044854433038197094 0.0075136713597699894 -0.0066527436452726322 0.0013009422753232885 0.012520127524385223 0.010272226710043172 0.0022911344229831648 0.0073371387175406311 0.0077495565634503891 -0.0061754711326033667 0.012716985359232196 -0.0012605666294984073 0.0082478072103642427 -0.0096825572118213431 0.013163292293239114 -0.0011890043503104037 0.018016048257390144 0.0056187624609076708 0.0073574265838555987 -0.00084134088682268201 -0.0076596172746933545 -0.0041716037202518801 leaf_weight=15446.507619565353 1533.385461460799 481.4742456227541 1879.768510222435 885.90781758725643 10040.652346119285 2959.0657559037209 728.72179564088583 1828.1045896485448 831.64557905495167 1091.3636240661144 404.6110908575356 338.57199447602034 5180.6683422625065 2008.2094466909766 1453.0460950434208 96.075155831873417 1258.0534154400229 11.769979894161226 52.944513738155365 64.908553905785084 41.376793850213289 3816.3253116216511 7.5412150397896758 37.755800098180771 14.9227322563529 491.7940713763237 242.75184485316277 81.304937660694122 317.27802210487425 374.53260407224298 leaf_count=482063 10297 3801 29257 3986 91290 63687 7400 18392 4519 5522 7837 2347 34041 13466 7412 671 5886 61 238 587 473 98796 35 167 76 2384 1018 341 9591 5539 internal_value=0 0.00933583 -0.00852089 0.00362649 0.0113633 -0.00973467 -0.00283469 -0.00379532 0.00212951 0.00573976 -0.00779943 -2.92925e-05 0.0118389 0.0094316 0.00125318 0.00263519 0.00846113 0.00486539 0.00968611 -0.00141624 0.00244104 -0.0101041 0.00137651 0.0044715 0.00472395 0.00460212 0.0054923 0.00470227 -0.00952728 -0.00546007 internal_weight=0 25705.2 28295.8 6736.13 18969.1 23318.3 4977.53 3707.87 3943.01 2793.12 3738.21 1269.65 15221.3 3747.74 2986.43 434.647 1739.53 956.58 72.2557 835.007 106.285 19580.1 19.3112 884.324 846.568 1701.76 815.851 573.099 4133.6 779.144 internal_count=911180 184540 726640 36056 148484 667513 59127 47649 22805 13251 77063 11478 125331 23153 17709 3018 9687 5096 334 8460 1060 590450 96 4762 4595 7729 3743 2725 108387 13376 is_linear=0 shrinkage=0.01 Tree=224 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 9 10 9 9 9 10 9 4 10 2 4 10 1 9 9 10 1 9 0 9 4 9 1 9 split_gain=42372.9 2974.22 1952.42 209.422 177.275 168.113 132.159 95.2519 92.5779 55.4719 53.8965 46.1413 34.9165 31.5373 30.7849 29.5521 28.9678 28.9342 24.6483 23.4275 22.5224 17.6703 17.6361 16.6576 15.7157 15.5535 14.8468 13.9865 13.9531 27.3811 threshold=0.068259380757808671 0.97252115607261669 0.00099748477805400022 0.65440738201141369 0.99989646673202526 5.9116524425917312e-05 5.4750000000000005 0.0089773964136838514 5.4350000000000014 5.2150000000000007 5.5250000000000012 0.0070173616986721008 2.8250000000000006 2.5000000000000004 0.99766892194747936 0.95030864197530873 2.5000000000000004 0.18897357583045957 0.80070921985815613 2.6250000000000004 9.0500000000000025 5.1029428504989491e-06 0.75110619469026563 4.8650000000000011 1.0000000180025095e-35 4.8950000000000005 3.5000000000000004 4.3750000000000009 0.61922530206112303 5.3250000000000011 decision_type=2 2 2 2 2 2 8 2 8 8 8 2 10 10 2 2 10 2 2 10 10 2 2 10 2 10 10 10 2 10 left_child=2 3 5 8 14 21 7 -4 13 16 -7 -8 -6 17 19 22 -5 -2 20 -3 -10 -1 -13 27 -24 -25 -9 -19 -11 -30 right_child=1 4 6 9 12 10 11 26 18 28 -12 15 -14 -15 -16 -17 -18 23 -20 -21 -22 -23 24 25 -26 -27 -28 -29 29 -31 leaf_value=-0.010253055222748806 0.00016665893778899918 0.010289969512382389 -0.0053540423429295518 0.0048799385911589034 0.011469954157797316 -0.0083934203140295319 -0.0020495479876060799 -0.0019348087902351649 0.0048482809988781581 0.0080154707665105133 -0.0054297644638612976 0.0016989951532447507 0.01248461884184324 -0.0025791382051234442 0.010227592564236247 0.00695514921845537 -0.00073517685240971663 0.0020861280412835296 -0.00032817498009127868 0.0076887220080364893 0.010851460893912694 -0.0095136978654050113 -0.0052519165228145483 0.0092689989773617441 0.0043345918007122357 0.0031768228729688293 -0.0060424861279036891 -0.00081691731362273175 0.0088225039849317895 0.0017503809389573972 leaf_weight=15300.914400631562 1011.3793854489923 478.08752707391977 1871.4133742414415 1603.5141428112984 9955.7945447713137 2937.258362447843 597.9088483415544 1732.6472622603178 804.43803836405277 870.8577498421073 775.67528695240617 481.76114084199071 5143.6348414048553 201.60787047073245 1996.8607163280249 94.451969459652901 97.459300592541695 969.23811486363411 84.948398679494858 1255.3409344181418 67.760341107845306 4098.289222555235 73.045742243528366 45.297966554760933 22.327781282365322 559.77006427943707 92.698879856616259 200.24643807858229 106.65639605373144 112.4818467348814 leaf_count=482063 6843 3801 29257 7270 91290 63687 6533 17098 4372 4337 13376 3838 34041 1777 13466 584 459 4496 409 5886 315 108387 398 233 125 3176 1294 1184 684 501 internal_value=0 0.00929334 -0.00850139 0.00359048 0.0113333 -0.00972374 -0.00281277 -0.00376873 0.00210731 0.00568677 -0.00777428 -2.90303e-05 0.0118156 0.00124019 0.00938119 0.00176982 0.00455821 0.00151658 0.00481385 0.00840616 0.00531466 -0.0100969 0.000921209 0.00228594 -0.00300763 0.00363291 -0.00214341 0.00158905 0.00744791 0.00519244 internal_weight=0 25565.4 28078.4 6735.66 18829.7 23112.1 4966.25 3696.76 3944.69 2790.97 3712.93 1269.5 15099.4 2987.54 3730.29 671.587 1700.97 2785.93 957.147 1733.43 872.198 19399.2 577.135 1774.55 95.3735 605.068 1825.35 1169.48 1090 219.138 internal_count=911180 184540 726640 36056 148484 667513 59127 47649 22805 13251 77063 11478 125331 17709 23153 4945 7729 15932 5096 9687 4687 590450 4361 9089 523 3409 18392 5680 5522 1185 is_linear=0 shrinkage=0.01 Tree=225 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 9 9 9 9 9 1 9 10 1 10 9 9 10 1 9 10 9 9 10 9 9 9 2 split_gain=41806 3241.12 1690.11 237.564 180.278 144.533 123.315 108.446 74.1252 64.9459 49.1319 46.9987 34.162 33.4435 30.9912 24.9056 24.591 24.4558 23.8344 21.8559 21.4046 17.0777 16.341 16.2262 14.6242 14.1708 14.0309 13.9306 13.1417 14.3345 threshold=0.049213243648409809 0.97252115607261669 0.0006371206545736001 0.51461192965507518 0.99989646673202526 0.0043998162727802515 3.4846319977077662e-05 5.4750000000000005 5.4450000000000012 5.2550000000000008 5.5250000000000012 5.4750000000000005 0.80070921985815613 2.8250000000000006 0.99766892194747936 0.77442071785552036 0.18897357583045957 7.6900000000000004 2.6250000000000004 0.78322452306747448 0.62470657276995312 5.3250000000000011 0.020015737973153553 4.8650000000000011 9.0500000000000025 0.78322452306747448 5.535000000000001 4.205000000000001 8.1200000000000028 0.74478940512375169 decision_type=2 2 2 2 2 2 2 8 8 8 8 8 2 10 2 2 2 10 10 2 2 10 2 10 10 2 8 10 10 2 left_child=2 3 6 7 14 11 -1 16 22 19 -8 -4 17 -6 18 -10 -2 26 -3 -5 24 -22 -7 27 25 28 -9 -18 -11 -30 right_child=1 4 5 9 13 8 10 12 15 20 -12 -13 -14 -15 -16 -17 23 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.010133327555771159 -0.00028663133898794375 0.010259661622670058 -0.0061180180328495341 0.003056239698374168 0.011452716934350623 -0.00356361840544373 -0.0087478643889481161 0.01042345369413422 0.0016410126448366288 0.0063545818576423233 -0.0059713109293580294 -0.0028261949762510385 -0.0017234740688986182 0.012449551207181447 0.010183208895401823 -0.0034024349737645856 0.0014622537984643447 0.009934800577905311 0.0076284128170471567 0.0050729090150086198 0.0072766023055128937 0.0020181235719574941 -0.0017441258064158441 0.0030276721270975637 0.013138955902546458 0.008373281167828199 0.0042949306473084358 -0.0014896338166906107 0.01265291691027449 -0.0059883334129703794 leaf_weight=18435.343154206872 1399.3345377072692 474.72172672301531 1695.8683194853365 926.05736139416695 9871.4934803694487 1264.7968107275665 3149.4268130641431 39.645408160984516 618.47535092011094 320.66585187613964 798.99326618202031 582.76766796037555 75.409012921154499 5106.7271727845073 1985.5651509463787 116.32977731153369 697.71540819108486 100.30050902813673 1252.6264978796244 1280.481576859951 114.9429597184062 133.48215873539448 809.5360477603972 501.90262109041214 47.613176092505455 611.43000870198011 647.20146157592535 207.39281433820724 5.4232886284589794 17.232523769140244 leaf_count=570626 10443 3801 28959 4252 91290 15799 72051 292 5329 1586 15248 6969 361 34041 13466 648 3281 490 5886 5832 751 600 7774 3115 196 3125 3526 1344 23 76 internal_value=0 0.00911583 -0.00860729 0.00337758 0.0113036 -0.00340472 -0.00978983 0.00160517 -0.00188672 0.00525845 -0.00818601 -0.00527612 0.00470627 0.0117926 0.00933107 0.000842565 0.000652023 0.00532225 0.00835155 0.00422654 0.00707886 0.00445115 -0.00285354 0.00158556 0.00773011 0.00746037 0.00464867 0.00078587 0.00583454 -0.00152604 internal_weight=0 25817.4 27471.5 7126.23 18691.1 5087.77 22383.8 3668.9 2809.14 3457.33 3948.42 2278.64 862.556 14978.2 3712.91 734.805 2806.35 787.147 1727.35 2206.54 1250.79 248.425 2074.33 1407.01 1002.36 954.752 686.847 905.108 343.322 22.6558 internal_count=911180 187777 723403 39293 148484 65478 657925 22852 29550 16441 87299 35928 4669 125331 23153 5977 18183 4308 9687 10084 6357 1351 23573 7740 5006 4810 3818 4625 1685 99 is_linear=0 shrinkage=0.01 Tree=226 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 9 9 9 9 9 1 9 10 1 9 10 9 10 1 3 9 10 9 1 9 9 9 9 split_gain=41246.8 3237.62 1691.18 233.269 183.284 142.93 124.441 106.139 72.8623 63.9274 49.2285 46.6688 33.4321 32.0259 31.1927 24.4147 24.2351 24.0845 23.7915 21.5022 20.9434 18.3095 16.8158 16.1243 15.8537 15.8164 15.1698 19.385 13.6532 13.5596 threshold=0.049213243648409809 0.97252115607261669 0.0006371206545736001 0.51461192965507518 0.99989646673202526 0.0043998162727802515 3.4846319977077662e-05 5.4750000000000005 5.4450000000000012 5.2550000000000008 5.5250000000000012 5.4750000000000005 0.80070921985815613 2.8250000000000006 0.99766892194747936 0.77442071785552036 2.6250000000000004 0.18897357583045957 7.6900000000000004 0.78322452306747448 0.61922530206112303 25.500000000000004 5.3250000000000011 0.020015737973153553 4.8650000000000011 0.31835016835016838 8.2700000000000014 8.1200000000000028 4.205000000000001 5.535000000000001 decision_type=2 2 2 2 2 2 2 8 8 8 8 8 2 10 2 2 10 2 10 2 2 8 10 2 10 2 8 10 10 8 left_child=2 3 6 7 14 11 -1 17 23 19 -8 -4 18 -6 16 -10 -3 -2 29 -5 21 25 -22 -7 28 -11 27 -23 -19 -9 right_child=1 4 5 9 13 8 10 12 15 20 -12 -13 -14 -15 -16 -17 -18 24 -20 -21 22 26 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010126536610389878 -0.00028381058120252161 0.010229502647868276 -0.0060883510462860866 0.0030247904900424132 0.011435689850312727 -0.0035377544682330116 -0.0087281552239020805 0.010257935265564946 0.0016231369428706972 0.0079743128726157686 -0.0059411762243127041 -0.0028035121587843049 -0.0017061725820287292 0.012414916159571245 0.010139070339259348 -0.0033726215838695527 0.0075686207922424599 0.0014472353231997975 0.0098053084036917766 0.0050251543029606171 0.0072310759242522858 0.006237936055876637 0.0020118713301820299 -0.0017287419580179879 0.0029928172027186236 0.013224981777322141 0.008855290262360491 -0.0050497467691552065 -0.0014759288899114579 0.004250087569621354 leaf_weight=18264.087062865496 1399.1110400557518 471.37688665091991 1687.1344503443688 926.32749386876822 9787.7493515312672 1261.3206065148115 3125.0952620897442 39.881064303219318 619.03099040314555 143.30312365293503 795.03534549474716 581.61374444700778 75.411946892738342 5069.9485749304295 1974.3233049064875 116.18525988608599 1249.9106811508536 697.90535183250904 100.60730318725109 1279.7274612039328 114.51213325560093 484.63611911982298 133.9329012259841 808.57743957266212 502.666529558599 95.668609768152237 261.58503363281488 15.707523882389067 207.22624275833368 647.48839365690947 leaf_count=570626 10443 3801 28959 4252 91290 15799 72051 292 5329 654 15248 6969 361 34041 13466 648 5886 3281 490 5832 751 2143 602 7774 3115 447 1677 83 1344 3526 internal_value=0 0.00907361 -0.00858833 0.00334406 0.0112741 -0.00337998 -0.00977955 0.00158851 -0.00187056 0.00520879 -0.00816293 -0.00524625 0.00465468 0.0117698 0.00928124 0.000833664 0.00829731 0.000645368 0.00526344 0.0041852 0.00701622 0.00766128 0.00441748 -0.00283109 0.00156881 0.0100763 0.00690382 0.00588358 0.000777989 0.00459866 internal_weight=0 25679 27258.1 7125.7 18553.3 5073.86 22184.2 3670.3 2805.11 3455.4 3920.13 2268.75 863.389 14857.7 3695.61 735.216 1721.29 2806.91 787.977 2206.05 1249.35 1000.9 248.445 2069.9 1407.8 238.972 761.929 500.344 905.132 687.369 internal_count=911180 187777 723403 39293 148484 65478 657925 22852 29550 16441 87299 35928 4669 125331 23153 5977 9687 18183 4308 10084 6357 5004 1353 23573 7740 1101 3903 2226 4625 3818 is_linear=0 shrinkage=0.01 Tree=227 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 9 9 9 9 9 10 9 9 2 10 10 2 5 9 5 2 9 5 5 9 9 9 5 split_gain=40695 3233.87 1692.17 229.072 186.293 141.338 125.568 103.883 71.6195 62.9521 49.3222 46.338 31.3896 30.6617 24.6295 24.0325 23.5887 21.154 20.6898 17.0592 32.3913 22.2649 21.6206 22.5541 17.8289 17.1954 16.7548 16.2714 17.1819 16.2312 threshold=0.049213243648409809 0.97252115607261669 0.0006371206545736001 0.51461192965507518 0.99989646673202526 0.0043998162727802515 3.4846319977077662e-05 5.4750000000000005 5.4450000000000012 5.2550000000000008 5.5250000000000012 5.4750000000000005 0.99766892194747936 2.8250000000000006 2.6250000000000004 0.22271825396825398 0.18897357583045957 0.78322452306747448 0.8185736677115989 9.5000000000000018 5.8950000000000005 478.50000000000006 0.37529342723004699 5.5650000000000004 336.50000000000006 26.500000000000004 5.535000000000001 6.1250000000000009 6.1150000000000011 1.5000000000000002 decision_type=2 2 2 2 2 2 2 8 8 8 8 8 2 10 10 2 2 2 2 2 10 2 2 8 2 2 8 10 10 2 left_child=2 3 6 7 12 11 -1 16 -7 17 -8 -4 14 -6 -3 -10 -2 -5 26 20 -11 22 -21 24 25 -24 -9 28 -22 -17 right_child=1 4 5 9 13 8 10 18 15 19 -12 -13 -14 -15 -16 29 -18 -19 -20 21 27 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010119762326722551 -0.00028101714259839305 0.010199488749219322 -0.0060587057284745699 0.002993683433166141 0.01141886980002302 -0.0028087732714449456 -0.0087084051439620287 0.010605015791889758 -0.0021545650911689155 0.0072113255448808438 -0.005911073135771952 -0.0027809714485662828 0.010095171710529602 0.012380705328450082 0.007509337962897886 -0.00034150162610141732 0.001552257315424965 0.004977866608971938 0.0075084316937082006 0.0037632692912417292 0.0029082695060214576 -0.0040642014298716009 0.0095319047497551442 0.01157764425998316 0.022044238848538164 -0.00049044784328421294 0.0034148837751429386 0.0040995812088837832 -0.0098047650600541891 0.0032552915180943656 leaf_weight=18094.400337535888 1398.8897487483919 468.05303891003132 1678.4792408272624 926.59199817478657 9704.5620267763734 2065.5041564628482 3100.9819175824523 34.140442121773958 197.89678686484694 653.04174257069826 791.11307211406529 580.47040668874979 1963.135707706213 5033.3022258877754 1247.1940486729145 199.42354591935873 1408.5754404962063 1278.9693165421486 191.01828176900744 63.796946741640568 23.314387038350105 13.316555507481096 30.571850210428238 249.6831439435482 5.8874191269278517 38.902243852615356 639.04702846333385 149.71746936440468 19.541639983654022 338.30211741477251 leaf_count=570626 10443 3801 28959 4252 91290 23573 72051 256 1108 3651 15248 6969 13466 34041 5886 1296 7740 5832 987 296 100 70 138 1100 28 197 3426 683 94 3573 internal_value=0 0.00903163 -0.00856931 0.00331094 0.0112449 -0.00335537 -0.00976927 0.00157202 -0.00185452 0.00515981 -0.00813982 -0.00521644 0.00923169 0.0117474 0.00824342 0.000824862 0.000638782 0.00414428 0.00460374 0.00695487 0.00614852 0.00865037 0.00908581 0.0101305 0.00533578 0.00391986 0.00377953 0.00254439 -0.00288866 0.00192137 internal_weight=0 25541.3 27046.6 7125.01 18416.2 5060.08 21986.5 3671.67 2801.13 3453.33 3892.09 2258.95 3678.38 14737.9 1715.25 735.622 2807.47 2205.56 864.206 1247.77 845.615 402.158 388.842 325.045 75.3615 69.4741 673.187 192.573 42.856 537.726 internal_count=911180 187777 723403 39293 148484 65478 657925 22852 29550 16441 87299 35928 23153 125331 9687 5977 18183 10084 4669 6357 4528 1829 1759 1463 363 335 3682 877 194 4869 is_linear=0 shrinkage=0.01 Tree=228 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 4 10 10 10 1 2 5 2 5 4 4 2 2 4 5 5 4 5 5 10 5 split_gain=40150.1 3230.13 1693.26 224.897 189.304 139.776 126.697 40.7537 31.5817 28.4377 26.6788 21.449 20.041 18.0119 17.2622 16.0044 15.0959 15.0506 14.9524 14.7532 14.189 13.9961 15.6519 12.9027 11.9599 13.032 20.024 11.9463 11.7779 11.7092 threshold=0.049213243648409809 0.97252115607261669 0.0006371206545736001 0.51461192965507518 0.99989646673202526 0.0043998162727802515 3.4846319977077662e-05 0.78322452306747448 0.99766892194747936 2.5000000000000004 0.18897357583045957 0.015218299813568552 0.00017857718921725002 0.13712060166532367 0.84654631083202525 4.5000000000000009 0.87439320388349528 353.50000000000006 1.5000000000000002 2.5000000000000004 0.82274865591397861 0.20112359550561798 7.5000000000000009 956.50000000000011 105.50000000000001 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 4.0456557144352709e-06 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 8 8 2 2 8 2 2 10 2 2 2 2 left_child=2 3 6 10 8 13 28 19 17 11 16 -7 -8 -4 18 -6 -2 -3 -9 -5 -13 -20 -23 -10 25 26 -12 -18 -1 -22 right_child=1 4 5 7 15 9 12 14 23 -11 24 20 -14 -15 -16 -17 27 -19 21 -21 29 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010242186490811612 0.00033794795968090387 0.008297645994442833 -0.0035991318094684916 0.0041052363774754458 0.01154751303409649 -0.002422965980618965 -0.0087164372833743765 0.006190121273588315 0.01008387061134099 -0.0048153607073415346 0.0017693076682003402 -0.0010503928307140223 -0.0072519785511889721 -0.0056911164693717563 0.0081621514646118293 0.012341468444985839 0.0011291342401923211 1.8436074480730551e-05 0.0072994114580175878 0.00050036153640422372 -0.0013226602758383979 0.0034800049028240764 -0.014167965199282968 -0.010373214159812894 -0.00016848768620732785 0.0011563602311570674 0.0043231096583522697 0.0054818799928475171 -0.0096044086175506253 0.0035804068263556466 leaf_weight=14295.287278408185 1580.289111007005 1686.9806865155697 542.33783327229321 1254.5113507509232 11348.078726343811 1252.7119844406843 2281.6479322966188 1263.5297832116485 1948.9148273095489 287.86811640113592 555.44985847175121 1046.4631950519979 1582.6633000485599 1706.9018080830574 312.76752345263958 3270.6438328549266 151.53715980798006 22.246666461229324 109.36872007697821 124.82497853785753 76.584392309188843 381.45764121413231 5.0925844311714163 3.088029906153678 163.86202205717564 427.34058725833893 686.48629765957594 107.98416375368834 3630.982664572075 133.8081082329154 leaf_count=469083 11366 9589 7302 5838 103595 14303 55297 6137 13452 4115 2608 9389 32002 28626 1427 21736 827 98 521 647 553 1847 24 14 1193 2546 3573 739 101543 1190 internal_value=0 0.00898977 -0.00855016 0.00327807 0.0112159 -0.00333071 -0.00975897 0.00511087 0.00918242 -0.00183842 0.00155575 -0.00149694 -0.00811666 -0.0051867 0.0059974 0.0117251 0.000705028 0.00818989 0.00561258 0.00377901 -0.000573976 0.0041411 0.0032475 0.0100515 0.00240957 0.00266264 0.00318093 0.00294027 -0.010113 0.00179565 internal_weight=0 25404.5 26837.3 7124.5 18280 5046.68 21790.6 3451.55 3661.23 2797.44 3672.95 2509.57 3864.31 2249.24 2072.22 14618.7 1839.81 1709.23 1759.45 1379.34 1256.86 495.919 386.55 1952 1833.14 1669.28 1241.94 259.521 17926.3 210.393 internal_count=911180 187777 723403 39293 148484 65478 657925 16441 23153 29550 22852 25435 87299 35928 9956 125331 12932 9687 8529 6485 11132 2392 1871 13466 9920 8727 6181 1566 570626 1743 is_linear=0 shrinkage=0.01 Tree=229 num_leaves=31 num_cat=0 split_feature=9 5 9 9 9 9 9 2 5 4 5 4 9 4 4 2 2 4 9 9 5 9 9 9 5 5 9 2 9 9 split_gain=11265.5 952.332 805.89 376.694 518.813 327.772 264.809 170.989 151.777 149.337 123.932 106.729 102.847 181.597 101.137 93.8889 124.581 91.2879 85.6135 190.611 155.037 80.7778 76.5607 75.2342 73.7614 68.6592 68.6221 67.415 85.6901 122.13 threshold=3.1750000000000003 30.500000000000004 2.1250000000000004 5.5950000000000006 4.495000000000001 4.2350000000000012 8.8850000000000016 0.97156334231805941 30.500000000000004 5.5000000000000009 4.5000000000000009 2.5000000000000004 7.0450000000000008 1.5000000000000002 3.5000000000000004 0.99938118811881205 0.16749174917491746 3.5000000000000004 4.995000000000001 4.9850000000000012 17.500000000000004 2.6750000000000003 2.1250000000000004 3.8350000000000004 1.5000000000000002 1.5000000000000002 5.955000000000001 0.20112359550561798 7.2000000000000011 6.9850000000000012 decision_type=10 2 10 10 10 10 10 2 2 10 2 10 10 10 10 2 2 10 10 10 2 10 8 10 2 2 10 2 10 10 left_child=2 3 8 4 11 -3 9 -7 22 10 12 23 17 -14 -8 16 -6 -5 19 25 -21 -4 -1 -2 -20 -18 -9 -12 29 -29 right_child=1 5 21 6 15 7 14 26 -10 -11 27 -13 13 -15 -16 -17 18 -19 24 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0066733698755430783 0.00073170906395837124 -0.0019279330131229341 0.004919960602211137 0.00098465122327432916 -0.0026738232307483372 -0.007399287139585169 -0.0065418024859244615 -0.0069757604323699351 0.00401912012731203 0.0067684233312861339 0.0041537015821355647 -0.0055018483622686319 -0.0026983772392029154 0.0076722176349071245 0.0030477456122034114 -0.0011742801101541967 -0.0034641659458231524 -0.0061603715453448114 -0.0047450473172671054 -0.0068888058254614453 0.0075939476686740469 0.0027629633910363546 0.0086074676413852996 -0.0016500169760475249 -0.0070872039814060383 -0.0065347114352614782 0.0020216037351231788 -0.0027963050630764219 -0.0076262578474814262 0.0080332701150865066 leaf_weight=2776.7761380337179 2948.9069118630141 1474.7963823154569 2717.3844063840806 1728.1757536418736 2584.4422663711011 7547.4957838151604 763.55312012135983 121.57811055891216 998.02613032236695 383.77620969153941 151.42160882987082 432.82473388500512 242.7423457056284 554.68459424376488 128.48636433109641 859.47982118278742 1770.2363786138594 199.45356418564916 2604.4097484275699 107.04539804533124 238.82498217001557 4808.1893205530941 7784.079722031951 2410.3013412896544 2779.7528511658311 1237.1668599825352 279.97843189351261 851.08878667280078 294.99588298052549 118.65406928211451 leaf_count=24130 32270 27777 22628 21755 37888 261168 23973 2845 8807 3567 1503 8736 4954 6097 2039 10122 33936 4368 58730 2502 2351 43733 73698 37228 84829 33658 5158 20285 9261 1184 internal_value=0 -0.00357378 0.00608857 -0.00249245 -0.00318914 -0.00625769 -0.000180864 -0.00706099 0.00774667 0.000800813 0.000247781 -0.000725243 0.00149487 0.00451534 -0.00516056 -0.00436068 -0.00460257 0.000245349 -0.00517308 -0.00391877 0.0031116 0.00354183 0.00809893 -0.000339471 -0.00595426 -0.00472731 -0.000702502 -0.00215193 -0.00290688 -0.00147124 internal_weight=0 32814.3 19084.5 23390.4 17973.4 9423.85 5417.03 7949.05 11558.9 4524.99 4141.22 5792.03 2725.06 797.427 892.039 12181.4 11321.9 1927.63 8737.44 3353.27 345.87 7525.57 10560.9 5359.21 5384.16 3007.4 401.557 1416.16 1264.74 969.743 internal_count=911180 738184 172996 441236 342250 296948 98986 269171 106635 72974 69407 78234 37174 11051 26012 264016 253894 26123 216006 72447 4853 66361 97828 69498 143559 67594 8003 32233 30730 21469 is_linear=0 shrinkage=0.01 Tree=230 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 9 9 10 9 9 9 9 5 9 9 9 5 9 5 9 5 10 5 9 9 9 5 5 split_gain=39457.7 3209.7 1691.42 293.579 138.251 127.612 123.914 113.515 69.3005 55.6316 53.4447 49.4482 45.4774 28.7776 26.5297 37.3889 24.0188 23.1386 21.7037 21.2504 22.595 21.5263 17.8357 15.7643 15.1929 23.0581 30.2803 17.9376 14.9273 13.1868 threshold=0.049213243648409809 0.98755538463592529 0.0006371206545736001 0.78322452306747448 0.0043998162727802515 3.4846319977077662e-05 0.99989646673202526 5.4350000000000014 5.4450000000000012 0.2688089013099671 5.1950000000000012 5.5250000000000012 5.4750000000000005 2.8250000000000006 9.5000000000000018 6.0750000000000011 9.7700000000000014 6.2150000000000007 1.5000000000000002 3.0050000000000003 956.50000000000011 5.2950000000000008 507.50000000000006 0.020015737973153553 6.5000000000000009 5.8550000000000013 6.2550000000000008 6.1150000000000011 3.5000000000000004 276.50000000000006 decision_type=2 2 2 2 2 2 2 8 8 2 8 8 8 10 2 10 8 10 2 10 2 10 2 2 2 10 10 10 2 2 left_child=2 3 5 7 12 -1 19 9 23 -2 -5 -7 -4 -8 15 -9 -17 -16 -10 -3 21 -21 24 28 25 -12 27 -27 -6 -11 right_child=1 6 4 10 8 11 13 14 18 29 22 -13 -14 -15 17 16 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.010105116384962809 2.9167389694800044e-05 0.010513159023260339 -0.0059974217334597072 0.005041527960059018 -0.0025655882428369777 -0.0086675500235886202 0.011375929787869587 0.0047839871876063037 -0.0009586111493382005 0.0025791082271132198 0.0081808158645864104 -0.0058491599338839533 -0.0027397302426623521 0.012316125670508727 0.0046820989149635103 -0.0013487363326630311 0.016954587549902624 0.0093617475369023526 0.0024799868884517831 0.0076170012402871712 -0.011500413002169682 0.0098026142130010555 -0.0038868687917493921 -0.0016698883240019551 0.0096543147772521955 0.0041541865100961743 0.0066427878420193898 -0.0081122925779987028 -0.0047921989770047203 -0.0028206715196766349 leaf_weight=17691.854279750958 1825.7921651341021 1206.3822103887796 1659.7949794288725 1530.6175189837813 745.85280272364616 3049.0101210381836 9486.0826481804252 657.00138254463673 355.7190331928432 1923.7065735980868 555.05490724742413 782.21638424694538 577.66527630016208 4956.5160738453269 235.34662963449955 158.87915109097958 7.5083457976579657 191.7449417412281 379.26412146911025 788.06706563383341 5.4630689322948447 1052.4404403716326 12.661234840750692 804.3003853969276 385.10255187004805 21.27176758646965 120.66073252260685 27.120553940534592 504.90850362181664 46.314860142767429 leaf_count=570626 12911 10412 28959 7150 7843 72051 91290 3469 2107 9406 3348 15248 6969 34041 1486 722 33 991 3870 3853 23 5733 62 7774 1707 92 589 140 7956 319 internal_value=0 0.00894392 -0.00852692 0.00356331 -0.00330459 -0.00974679 0.0113117 0.00214755 -0.00181957 0.0012867 0.00625677 -0.00809212 -0.00515635 0.0116986 0.00476064 0.00371161 -0.000522787 0.00678305 0.000815765 0.00948103 0.0088065 0.00886678 0.00791478 -0.00276209 0.00804949 0.007196 0.00396255 -0.00272033 -0.00346443 0.00245216 internal_weight=0 25193.7 26550.6 7698.78 5027.51 21523.1 17495 5046.29 2790.04 3795.81 2652.49 3831.23 2237.46 14442.6 1250.48 823.389 166.387 427.092 734.983 3052.35 1845.97 1840.51 1121.87 2055.06 1109.21 724.108 169.053 48.3923 1250.76 1970.02 internal_count=911180 187777 723403 42425 65478 657925 145352 29337 29550 22636 13088 87299 35928 125331 6701 4224 755 2477 5977 20021 9609 9586 5938 23573 5876 4169 821 232 15799 9725 is_linear=0 shrinkage=0.01 Tree=231 num_leaves=31 num_cat=0 split_feature=9 5 9 9 9 9 9 4 9 4 2 5 4 2 0 2 5 9 9 5 4 2 5 9 9 0 2 9 5 9 split_gain=10924.9 932.81 791.933 364.3 504.931 322.941 256.969 220.435 201.233 227.527 169.452 150.064 104.222 92.0262 171.245 122.841 89.418 83.7577 184.885 150.625 79.9578 73.4253 73.2986 72.798 72.7089 69.1635 73.0968 73.66 67.7462 67.3193 threshold=3.1750000000000003 30.500000000000004 2.1250000000000004 5.5950000000000006 4.495000000000001 4.2350000000000012 8.4800000000000022 3.5000000000000004 6.9850000000000012 1.5000000000000002 0.97156334231805941 12.500000000000002 2.5000000000000004 0.16749174917491746 1.0000000180025095e-35 0.99938118811881205 18.500000000000004 4.995000000000001 4.9850000000000012 17.500000000000004 2.5000000000000004 0.68703358208955234 1.5000000000000002 2.6750000000000003 3.8350000000000004 1.0000000180025095e-35 0.24165739710789766 1.5450000000000002 1.5000000000000002 5.955000000000001 decision_type=10 2 10 10 10 10 10 10 10 10 2 2 10 2 2 2 2 10 10 2 10 2 2 10 10 2 2 8 2 10 left_child=2 3 11 4 12 -3 8 -8 16 -10 -7 25 24 14 -6 17 -5 18 28 -20 23 -13 -19 -4 -2 26 -1 -28 -15 -12 right_child=1 5 20 6 13 10 7 -9 9 -11 29 21 -14 15 -16 -17 -18 22 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0052765028195844877 0.00072286612864782597 -0.0019001058935108797 0.0050141108879423173 9.4369962790676832e-05 0.00078430958446303089 -0.0073562112166603499 -0.0062909823739523722 0.0052407544576748809 -0.0023187579365531656 0.0069407777533501561 -0.0069274245308724768 0.006304164353898481 -0.0054584587646835233 -0.0034210431885219718 -0.0045856458820155736 -0.001152620384634442 -0.0058045705821481762 -0.0046928163214616575 -0.0068413426419269962 0.0075121829228370638 -0.0022464581643524659 0.001472430289538822 -0.0070409716316457358 0.0029262845482375716 -0.001625497254712316 0.0090109723920002646 0.0046151351346685136 0.008510090120228719 -0.0064867289706229793 0.0020259905326695748 leaf_weight=1302.3456340357661 2932.8528706412762 1464.4115045648068 2613.2530868835747 2624.8544927425683 932.93778332136571 7443.4002705905586 971.18193667382002 199.88064725883305 373.4340265057981 917.05180733278394 120.12855951674283 876.89621202647686 428.61320672370493 1756.014192679897 1633.8773778043687 855.23456219956279 284.85326011292636 2578.9864994939417 105.78468999639153 236.70018432475626 235.05462923273444 490.40635199844837 2743.5301818661392 4627.1107876934111 2395.1361115314066 4569.3145281225443 560.53964880853891 3629.0015814378858 1222.7499999012798 279.05215121991932 leaf_count=11717 32270 27777 21830 40440 11885 261168 30431 2575 8016 9923 2845 7037 8736 33936 26003 10122 7601 58730 2502 2351 2848 4757 84829 41683 37228 44395 4741 33988 33658 5158 internal_value=0 -0.00353645 0.00602422 -0.00246328 -0.00315129 -0.00621088 -0.000180359 -0.00432271 0.000974576 0.0042613 -0.00701581 0.00767958 -0.000714448 -0.00431391 -0.00263388 -0.00476789 -0.000483122 -0.0051256 -0.00387945 0.00307875 0.0034935 0.00457118 -0.00590319 0.00367984 -0.000332814 0.008102 0.00734573 0.00798896 -0.00467947 -0.00066843 internal_weight=0 32500.7 18903.9 23193.7 17822.4 9306.99 5371.26 1171.06 4200.19 1290.49 7842.58 11428.5 5756.6 12065.8 2566.82 9499 2909.71 8643.77 3321.25 342.485 7475.42 1367.3 5322.52 7240.36 5327.99 10061.2 5491.89 4189.54 2978.76 399.181 internal_count=911180 738184 172996 441236 342250 296948 98986 33006 65980 17939 269171 106635 78234 264016 37888 226128 48041 216006 72447 4853 66361 11794 143559 63513 69498 94841 50446 38729 67594 8003 is_linear=0 shrinkage=0.01 Tree=232 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 9 9 10 9 9 9 1 9 9 2 9 9 1 9 3 9 1 10 9 3 1 0 0 split_gain=38777.5 3191.52 1689.58 288.672 136.688 128.522 125.14 109.636 67.095 54.5385 52.5977 49.1672 44.5143 28.7072 31.5681 28.118 24.2235 21.0814 20.3703 17.7323 38.0531 19.1439 17.1656 15.6775 15.6385 14.0899 13.49 13.3811 13.3653 13.1422 threshold=0.049213243648409809 0.98755538463592529 0.0006371206545736001 0.78322452306747448 0.0043998162727802515 3.4846319977077662e-05 0.99989646673202526 5.4350000000000014 5.4450000000000012 0.2688089013099671 5.1950000000000012 5.5250000000000012 5.4750000000000005 0.80070921985815613 9.0500000000000025 2.8250000000000006 0.22271825396825398 3.0050000000000003 5.2950000000000008 0.62470657276995312 6.1150000000000011 28.500000000000004 8.2000000000000011 0.98936170212765973 0.011652591172605703 5.3450000000000006 21.500000000000004 0.15018796992481201 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 8 8 2 8 8 8 2 10 10 2 10 10 2 10 8 10 2 2 8 10 2 2 2 left_child=2 3 5 7 12 -1 17 9 24 23 -5 -7 -4 14 -9 -8 28 -3 -19 21 26 25 -15 -2 -6 -12 -21 29 -10 -11 right_child=1 6 4 10 8 11 15 13 16 27 19 -13 -14 22 -16 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010097185930519009 -0.00017970179515562664 0.010471357676300828 -0.0059619880281621311 0.0050050517089651678 -0.0038392826945568381 -0.0086451736047660176 0.011350594740425992 0.004695083630260056 -0.004404415979107879 0.0049666030335277752 0.0034227846419936122 -0.0058267648570369205 -0.0027343116977833594 0.0012043898708190648 0.010955551003280429 0.012284756414042705 0.0018927662580612535 0.0075480942043826271 0.0096746715623170915 0.015295093063522927 -0.00070602898323240211 0.0074974949472234051 -0.011526940213667927 0.003964021029001492 -0.0020418904194409587 0.011341049938009717 0.0069272907951838927 0.0018790020895892261 0.00086498043456702061 0.0020464759107400254 leaf_weight=17461.353463532403 1726.7728925459087 1191.4899339079857 1648.7424936052412 1527.7692149579525 785.10734937340021 3019.8060116916895 9353.2904123663902 1050.6084412634373 115.08314536884427 342.3399408608675 24.609653145074844 778.54435188695788 576.75911732204258 98.783053979277611 87.231991410255432 4915.4233990833163 537.16835753619671 787.8444045856595 1051.778349943459 22.250708922743797 70.832140579819679 597.63040743768215 11.862131267786024 96.402860283851624 1262.4612613804638 258.74787237495184 143.61677634716034 1345.6722379177809 82.741870291531086 280.32353739440441 leaf_count=570626 12412 10412 28959 7150 10702 72051 91290 5750 632 1546 104 15248 6969 498 403 34041 4869 3860 5749 110 346 3195 50 499 12871 1274 909 6969 476 1210 internal_value=0 0.00889824 -0.00850362 0.00353604 -0.0032782 -0.00973455 0.0112804 0.00213193 -0.00180072 0.00128558 0.0062111 -0.00806749 -0.00512551 0.00470218 0.00517504 0.0116724 0.000791069 0.0094351 0.00876393 0.00785965 0.00542963 0.00851253 -0.00016052 3.94031e-05 -0.00273107 0.0106533 0.00804981 0.00243986 -0.00220045 0.00365196 internal_weight=0 24985.3 26267.8 7685.45 5008.06 21259.7 17299.8 5040 2782.56 3791.51 2645.46 3798.35 2225.5 1248.49 1137.84 14268.7 734.993 3031.11 1839.62 1117.69 236.7 880.988 110.645 1823.18 2047.57 283.358 165.867 1968.34 197.825 622.663 internal_count=911180 187777 723403 42425 65478 657925 145352 29337 29550 22636 13088 87299 35928 6701 6153 125331 5977 20021 9609 5938 1365 4573 548 12911 23573 1378 1019 9725 1108 2756 is_linear=0 shrinkage=0.01 Tree=233 num_leaves=31 num_cat=0 split_feature=9 9 9 9 9 1 0 4 4 0 1 0 1 9 2 2 9 9 9 9 2 9 4 1 1 2 2 9 9 1 split_gain=10595 778.359 607.243 529.612 512.312 415.745 173.749 155.99 184.056 153.908 214.362 130.72 108.962 98.2665 106.285 143.01 109.879 100.029 78.4035 134.899 154.823 80.4719 77.7223 76.0995 114.575 86.7542 74.7289 91.0913 74.0658 78.6386 threshold=3.1750000000000003 2.1250000000000004 4.0850000000000009 5.955000000000001 9.7700000000000014 0.012270400481782552 1.0000000180025095e-35 5.5000000000000009 3.5000000000000004 1.0000000180025095e-35 0.98936170212765973 1.0000000180025095e-35 0.91759259259259263 8.4800000000000022 0.90045045045045058 0.92342186961021067 8.1200000000000028 8.7300000000000022 4.995000000000001 4.9850000000000012 0.72792207792207797 5.4450000000000012 2.5000000000000004 0.76506899055918665 0.6401754385964914 0.68199436222692045 0.59532897128316986 2.1250000000000004 3.5950000000000002 1.0000000180025095e-35 decision_type=10 10 10 10 10 2 2 10 10 2 2 2 2 10 2 2 10 10 10 10 2 10 10 2 2 2 2 8 10 2 left_child=1 11 28 5 7 6 -4 8 13 10 18 12 26 14 16 -16 23 -15 19 -7 -21 -20 -3 24 25 -5 27 -1 -2 -30 right_child=2 22 3 4 -6 9 -8 -9 -10 -11 -12 -13 -14 17 15 -17 -18 -19 21 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0055974671060361825 0.00070850830499203938 0.0036303376581489867 0.00078574029025725307 0.00088726573336738292 -0.0076291194907761361 -0.0054993477434033787 -0.0036892360260074764 0.0057624793273043885 -0.006554111596300826 -0.0030028914102699306 0.0017614762624935533 0.0089063971578060754 0.0032392512456263945 -0.0091822073102071963 0.010356274525133283 7.8369264886257224e-05 0.0063130229473797482 -0.0010414386481897668 -0.0072049913663939785 -0.0083419815439171579 0.005777211545341482 -0.0051683481663723106 -0.002232530711010621 0.0032496840943487017 -0.0071465439674939313 -0.0040715379366246208 0.0056435406453297192 0.0089941606747531416 0.002276905895249347 -0.0025002635364857247 leaf_weight=1111.3465744517744 2835.9131652507931 7191.6849577911198 1542.6373875997961 1290.9231577329338 1115.8067066017538 5182.6634818613529 1982.907970443368 412.00340079516172 475.00434966944158 2163.7167786955833 360.86379807069898 4623.3716357089579 793.05701207369566 203.83269174955785 251.20178983174264 293.62380724027753 249.18982215225697 581.63719162717462 6532.2597691006958 117.9410397876054 227.41363386437297 2759.6692494340241 233.45271284133196 416.53339931927621 300.2987605240196 485.49023573473096 2044.2765138037503 2726.4344816729426 416.51027460768819 1995.4011624231935 leaf_count=9605 33094 63513 17195 22688 43074 136714 29240 4362 14135 37416 4171 45297 6783 7639 3559 4465 2340 13721 208480 3525 2756 85306 2848 4188 9582 11831 17991 26959 4136 34567 internal_value=0 0.00596109 -0.00349918 -0.00410528 -0.00150689 -0.00486171 -0.00173117 -0.000129558 -0.000663349 -0.00549804 -0.00585367 0.00761396 0.00671877 2.36934e-05 0.000782983 0.00481719 -1.84709e-05 -0.003154 -0.0060391 -0.0050961 0.000955408 -0.00660012 0.003446 -0.000651278 -0.00143371 -0.000467965 0.00718791 0.00801054 -0.000387095 -0.0016753 internal_weight=0 18723.6 32193.4 26945.6 6075.55 20870.1 3525.55 4959.74 4547.74 17344.5 15180.8 11298.5 6675.11 4072.73 3287.26 544.826 2742.44 785.47 14819.9 5528.02 345.355 9291.93 7425.14 2493.25 2076.71 1776.41 5882.06 3837.78 5247.82 2411.91 internal_count=911180 172996 738184 666387 141584 524803 46435 98510 94148 478368 440952 106635 61338 80013 58653 8024 50629 21360 436781 142995 6281 293786 66361 48289 44101 34519 54555 36564 71797 38703 is_linear=0 shrinkage=0.01 Tree=234 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 3 1 1 2 10 2 1 10 10 10 10 10 2 10 1 3 3 1 2 1 2 2 split_gain=38111.6 3173.8 1687.88 283.799 161.473 126.625 104.864 65.7277 21.4299 25.8798 20.5468 19.5938 17.0739 16.3244 15.1172 15.0357 14.3988 12.9481 12.4314 12.2453 11.5897 11.2034 11.1233 9.81803 8.87395 9.43142 10.3833 8.78409 7.73805 7.67082 threshold=0.049213243648409809 0.98755538463592529 0.00048551171494175006 0.78322452306747448 0.0043998162727802515 0.99989646673202526 3.4846319977077662e-05 0.3781151175498963 21.500000000000004 0.90508365508365518 0.13712060166532367 0.82274865591397861 0.011652591172605703 0.86391694725028068 0.12560679611650488 0.99766892194747936 0.00014260681928130004 0.0013712961226701001 0.13270235061645502 4.0456557144352709e-06 0.68783602150537648 0.8784809708595277 0.15018796992481201 29.500000000000004 23.500000000000004 1.0000000180025095e-35 0.93364779874213844 0.82683658170914553 0.50155279503105599 0.8238526179702651 decision_type=2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 10 2 2 2 2 2 left_child=2 3 6 7 10 15 19 13 9 -5 -4 12 -6 18 -10 -3 -8 -12 20 -1 -2 -16 -9 -23 25 -15 -27 -25 -7 -13 right_child=1 5 4 8 11 28 16 22 14 -11 17 29 -14 24 21 -17 -18 -19 -20 -21 -22 23 -24 27 -26 26 -28 -29 -30 -31 leaf_value=-0.010223970366823711 0.00049574433825591829 0.0084580597470275808 -0.0036664246053152972 0.0092797638841708805 -0.0032179661869079757 0.011470914625943365 -0.0087540535332958219 0.0045752359464286945 0.0070294065429662997 -0.0014401232925572187 -0.006633374866637432 0.01221881784206845 -0.0014619097899518662 0.00065575998593407679 0.0038987557485747983 0.0099250694835684855 -0.0074533824856619158 -0.0049915907176396367 0.0014839260070344043 -0.0095619109083572972 -0.0024185048851713292 0.0043732701730211992 0.0029941214666631744 0.0059614780666257111 0.002337866859071485 0.0022800712419808718 0.011989702756502869 0.008921192799290309 0.011958575987881337 -3.0671495542156054e-05 leaf_weight=13727.398887379095 956.60539263114333 1102.5163948312402 604.11714857071638 314.72373828291893 915.13425657898188 9002.1106467172503 1927.1349635198712 661.35599165409803 712.54302310198545 24.256329596042633 924.58233505673707 5.1705136410892001 1401.7972608171403 21.244599558413029 430.40761517733335 1907.2374419942498 1524.348260583356 999.83706553652883 1450.8779953569174 3507.4766453839839 159.17027430608869 344.21703819930553 1359.7721514478326 695.07265090942383 375.91856722533703 16.81467292457819 31.923161737620831 117.18147963285446 5095.6695805862546 453.08581570535898 leaf_count=469083 6944 6555 8451 1460 11449 85318 48685 2963 3571 130 17857 71 13567 106 2040 13466 32412 15822 8561 101543 1480 1709 6851 3531 2147 124 161 647 40013 4463 internal_value=0 0.00885301 -0.00848024 0.00350885 -0.00344734 0.0112497 -0.00977062 0.00211641 0.00616542 0.00851268 -0.00527532 -0.00178182 -0.00215551 0.00118044 0.00581939 0.00938768 -0.00817961 -0.00578038 0.000873617 -0.0100892 8.0014e-05 0.00527606 0.0035115 0.00578866 0.00294654 0.00621612 0.00863986 0.00638847 0.0116472 0.00010754 internal_weight=0 24779.6 25990.1 7672.08 5303.72 17107.5 20686.4 5033.68 2638.4 338.98 2528.54 2775.19 2316.93 3012.55 2299.42 3009.75 3451.48 1924.42 2566.65 17234.9 1115.78 1586.88 2021.13 1156.47 445.901 69.9824 48.7378 812.254 14097.8 458.256 internal_count=911180 187777 723403 42425 71680 145352 651723 29337 13088 1590 42130 29550 25016 19523 11498 20021 81097 33679 16985 570626 8424 7927 9814 5887 2538 391 285 4178 125331 4534 is_linear=0 shrinkage=0.01 Tree=235 num_leaves=31 num_cat=0 split_feature=9 9 9 9 9 1 0 0 1 4 4 0 1 9 2 2 9 9 4 9 9 2 9 2 9 1 1 2 9 1 split_gain=10274.1 766.893 591.541 516.203 500.441 407.678 169.773 151.245 210.233 150.502 179.721 129.904 106.903 94.4937 103.067 140.305 106.027 98.9579 78.2486 80.5743 154.231 136.632 76.558 74.0567 90.5939 72.9787 112.117 84.4289 71.5099 76.6148 threshold=3.1750000000000003 2.1250000000000004 4.0850000000000009 5.955000000000001 9.7700000000000014 0.012270400481782552 1.0000000180025095e-35 1.0000000180025095e-35 0.98936170212765973 5.5000000000000009 3.5000000000000004 1.0000000180025095e-35 0.91759259259259263 8.4800000000000022 0.90045045045045058 0.92342186961021067 8.1200000000000028 8.7300000000000022 1.5000000000000002 4.995000000000001 4.9850000000000012 0.73935688405797106 2.6750000000000003 0.59532897128316986 2.1250000000000004 0.76506899055918665 0.6401754385964914 0.68199436222692045 3.5950000000000002 1.0000000180025095e-35 decision_type=10 10 10 10 10 2 2 2 2 10 10 2 2 10 2 2 10 10 10 10 10 2 10 2 8 2 2 2 10 2 left_child=1 11 28 5 9 6 -4 8 18 10 13 12 23 14 16 -16 25 -15 19 20 -7 -22 -3 24 -1 26 27 -5 -2 -30 right_child=2 22 3 4 -6 7 -8 -9 -10 -11 -12 -13 -14 17 15 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0055317399122585568 0.00069652284022300259 0.0047535276613478745 0.0007827944889703711 0.00088849227001862124 -0.0075875816182489697 -0.0048317426409136771 -0.0036522388300788194 -0.0029678264569375505 0.0017512267229867291 0.0056892232115347422 -0.0065073688519522279 0.0088484015203885973 0.0031962936650249121 -0.0091570057934802808 0.010322912341620319 8.3006286116370177e-05 0.0062344588897092395 -0.0010005243533950171 -0.006851902847351151 -0.0062021325225532047 -0.0088857788557368273 0.0070916942425088662 0.0026314827952501709 0.00557962815485381 0.0089363217154707613 0.0031955406741613146 -0.0070994297538094012 -0.0040235637766170753 0.0022544677353978763 -0.0024708125507246904 leaf_weight=1101.6035272292793 2820.811316575855 2657.4936627298594 1537.0995460264385 1283.666582133621 1098.8072862103581 3317.764832764864 1968.4927004799247 2147.3626533653587 359.3597417101264 408.51575644314289 469.23227424547076 4562.7924706339836 787.3718708306551 200.30297500826418 246.89486715756357 292.1342195738107 247.00240980088711 577.88762265071273 6132.6750176716596 4918.201901871711 72.396419441327453 205.30170060507953 4719.2760438285768 2027.4677707739174 2690.3602520748973 413.86948294006288 296.17379908822477 481.04575059376657 414.9797695428133 1981.7762199025601 leaf_count=9605 33094 22628 17195 22688 43074 83593 29240 37416 4171 4362 14135 45297 6783 7639 3559 4465 2340 13721 201132 147714 2161 2181 43733 17991 26959 4188 9582 11831 4136 34567 internal_value=0 0.00589816 -0.003462 -0.00406434 -0.00148636 -0.00481501 -0.00170761 -0.00545007 -0.00580529 -0.000122839 -0.000649505 0.0075507 0.00665449 3.10387e-05 0.000778257 0.00477325 -1.293e-05 -0.00309997 -0.0059907 -0.00537034 -0.00423254 0.00292634 0.00339595 0.00712238 0.00794726 -0.000636474 -0.00140602 -0.000450493 -0.000382607 -0.00165267 internal_weight=0 18546.4 31891.8 26674.2 6015.53 20658.7 3505.59 17153.1 15005.7 4916.73 4508.21 11169.6 6606.8 4038.98 3260.79 539.029 2721.76 778.191 14646.3 8513.66 3595.46 277.698 7376.77 5819.43 3791.96 2474.76 2060.89 1764.71 5217.57 2396.76 internal_count=911180 172996 738184 666387 141584 524803 46435 478368 440952 98510 94148 106635 61338 80013 58653 8024 50629 21360 436781 235649 87935 4342 66361 54555 36564 48289 44101 34519 71797 38703 is_linear=0 shrinkage=0.01 Tree=236 num_leaves=31 num_cat=0 split_feature=9 5 9 9 9 9 9 1 1 0 5 4 5 4 0 4 5 1 4 9 4 5 1 1 9 9 9 1 0 3 split_gain=10097.9 899.751 760.882 340.257 474.057 311.645 239.894 181.036 171.78 153.652 149.309 132.721 110.427 100.701 96.9184 94.687 89.1804 78.5223 75.6045 73.6462 154.001 71.4172 127.644 122.982 69.7738 69.4493 69.2116 96.1302 133.111 91.7003 threshold=3.1750000000000003 30.500000000000004 2.1250000000000004 5.5950000000000006 4.495000000000001 4.2350000000000012 8.8850000000000016 0.028778467908902653 1.0000000180025095e-35 1.0000000180025095e-35 12.500000000000002 5.5000000000000009 4.5000000000000009 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 0.31296641791044782 2.5000000000000004 6.2550000000000008 1.5000000000000002 21.500000000000004 0.25092592592592594 0.20701970443349751 2.8250000000000006 8.615000000000002 2.1250000000000004 0.75110619469026563 1.0000000180025095e-35 19.500000000000004 decision_type=10 2 10 10 10 10 10 2 2 2 2 10 2 10 2 10 2 2 10 10 10 2 2 2 10 10 8 2 2 8 left_child=2 3 10 4 13 -3 11 -7 9 -6 26 12 15 -2 -8 19 -10 -12 24 -5 25 -18 23 -23 -4 -21 -1 -28 29 -29 right_child=1 5 18 6 8 7 14 -9 16 -11 17 -13 -14 -15 -16 -17 21 -19 -20 20 -22 22 -24 -25 -26 -27 27 28 -30 -31 leaf_value=0.0065366763333637888 -0.00029817639353064458 -0.0018436158337804965 0.0044859119640691184 0.00027182405920650373 0.00080090809425673211 -0.00071174033031954221 -0.0022483460181124196 -0.0072961948293798727 -0.0038889195427691411 -0.0040208020300856115 0.0011960722073749654 0.0065114983372487299 -0.0020317212152925319 -0.0053846840396729002 -0.009109851586025371 -0.0046708867537709458 -0.0064302100978291098 0.006211898853787888 -0.0022533967468326838 0.00097792684077953112 0.0064735647667870221 -0.0076732624089561616 -0.0066474366803691096 0.006094081291139729 0.0025065431635908257 -0.009174557115354743 0.0089617151319457376 -0.002783182124756397 0.009925789549508136 0.0052883945293562195 leaf_weight=2596.3424303233624 5260.2273835446686 1442.9731646850705 3750.1767708435655 1196.1350145302713 1146.1007221415639 443.40531874261796 516.49217086844146 7165.2337015103549 4686.0260412152857 1561.1312162801623 490.78574566170573 371.78663909994066 1376.3125729653984 420.31890375167131 342.27981396764517 230.24182776734233 3692.0702050589025 857.30405568704009 232.10287907719612 375.3310668990016 774.22753675654531 93.29733058437705 406.30127854272723 213.05579541996121 3391.4352605007589 82.121088162064552 5974.1082314252853 191.56701671332121 483.7593067958951 530.61609671264887 leaf_count=23364 69498 27777 31971 16780 12337 8721 13555 260450 99620 24135 4798 3567 32233 8736 12457 4714 109156 6996 2848 4495 8267 3250 12841 2677 31542 2918 60069 1492 5175 4741 internal_value=0 -0.00343789 0.00585449 -0.00237664 -0.00304794 -0.00610442 -0.000148042 -0.00691248 -0.0041907 -0.00197954 0.00750568 0.00079433 0.000267466 -0.000674541 -0.00498313 0.00145796 -0.00484919 0.00438584 0.0033634 0.00203919 0.00375555 -0.00587078 -0.00297252 0.00190135 0.00354594 -0.000844631 0.00793589 0.00844185 0.00586648 0.00314732 internal_weight=0 31795.1 18498.2 22743.5 17478.5 9051.61 5264.93 7608.64 11798 2707.23 11124.5 4406.16 4034.37 5680.55 858.772 2658.06 9090.75 1348.09 7373.71 2427.81 1231.68 4404.72 712.654 306.353 7141.61 457.452 9776.39 7180.05 1205.94 722.183 internal_count=911180 738184 172996 441236 342250 296948 98986 269171 264016 36472 106635 72974 69407 78234 26012 37174 227544 11794 66361 32460 15680 127924 18768 5927 63513 7413 94841 71477 11408 6233 is_linear=0 shrinkage=0.01 Tree=237 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 4 3 1 4 10 1 4 1 4 10 2 4 10 10 10 10 2 3 3 2 2 1 split_gain=37316.7 3140.92 1684.17 279.129 159.653 127.512 105.437 64.5368 26.6006 21.2516 25.7137 20.4527 20.4244 20.1804 19.1246 14.5521 18.4781 14.4059 13.9136 12.9796 12.9053 12.3672 11.9588 11.2108 11.1902 13.202 13.0511 32.0174 16.3742 10.7061 threshold=0.049213243648409809 0.98755538463592529 0.00048551171494175006 0.78322452306747448 0.0043998162727802515 0.99989646673202526 3.4846319977077662e-05 0.3781151175498963 2.5000000000000004 21.500000000000004 0.90508365508365518 1.5000000000000002 0.015218299813568552 0.13712060166532367 2.5000000000000004 0.12560679611650488 2.5000000000000004 0.00014260681928130004 0.82274865591397861 1.5000000000000002 0.0013712961226701001 4.0456557144352709e-06 0.99766892194747936 0.8784809708595277 0.86391694725028068 23.500000000000004 29.500000000000004 0.50155279503105599 0.44136745607333844 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 10 8 2 10 2 2 8 2 8 2 2 8 2 2 2 2 2 10 10 2 2 2 left_child=2 3 6 7 13 14 21 11 12 10 -5 24 -6 -4 22 -11 23 -8 -14 -9 -15 -1 -3 -17 26 29 28 -28 -2 -26 right_child=1 5 4 9 8 -7 17 19 -10 15 -12 -13 18 20 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-0.010216984557613756 -0.0014264382420623059 0.0087225377057084507 -0.0036460733972659195 0.0092371364985191946 -0.0023396576643522301 0.011618950389669267 -0.0087327620943343284 0.0039724130527198911 -0.0046738731505555067 0.0069739897618352762 -0.0014578117185756816 -0.00020510018398841513 -0.0010007307069563815 -0.0066011078398821145 0.00689691795524502 0.004152446120367085 0.0019073235115344483 -0.0074254123274799435 0.0018259344848476195 0.0021532050635327403 -0.0049559724641249862 -0.0095468470277729426 0.010106945874491693 0.0061412550174938206 0.00066019942734234997 0.002448485012780755 0.0031041073754912718 -0.00045209394630157837 0.0016652051377149645 0.01033604998326554 leaf_weight=13488.998128676787 310.66505537182093 981.67658023536205 602.00088294781744 313.68744529038668 1237.483613461256 13874.37347599864 1906.0473655983806 1482.3649263828993 281.38540087640285 709.42934644967318 24.216002129018307 788.43376408144832 1036.520018350333 917.08967476524413 289.32051489502192 389.46127641946077 149.70707511901855 1511.0510992482305 209.29913047328591 533.28307546675205 993.27816670015454 3460.3133272752166 1712.3477227762341 1041.1089136078954 15.713724851608275 279.63343077898026 819.90609496086836 366.26709185540676 381.90068261325359 42.001083046197891 leaf_count=469083 1822 5957 8451 1460 14303 125331 48685 6997 4115 3571 130 6188 9389 17857 1768 1840 729 32412 1743 2817 15822 101543 12296 5358 77 1506 4430 2640 2631 229 internal_value=0 0.00880428 -0.00845261 0.00348897 -0.003418 0.0112157 -0.00975711 0.00210682 -0.00175989 0.00612964 0.00847068 0.00117814 -0.00142971 -0.00524262 0.0093401 0.00578416 0.00525001 -0.00815465 -0.000525848 0.0034911 -0.00574573 -0.0100802 0.00960248 0.00559982 0.00167027 0.00334722 0.00136916 0.00200602 0.000278383 0.00770165 internal_weight=0 24505.5 25643.5 7647.78 5277.06 16857.7 20366.4 5020.17 2764.69 2627.61 337.903 3004.52 2483.3 2512.37 2983.34 2289.71 1580.28 3417.1 1245.82 2015.65 1910.37 16949.3 2694.02 1430.57 2216.09 337.348 1878.74 1186.17 692.566 57.7148 internal_count=911180 187777 723403 42425 71680 145352 651723 29337 29550 13088 1590 19523 25435 42130 20021 11498 7927 81097 11132 9814 33679 570626 18253 7198 13335 1812 11523 7070 4453 306 is_linear=0 shrinkage=0.01 Tree=238 num_leaves=31 num_cat=0 split_feature=9 9 9 9 9 1 0 0 1 4 4 0 1 9 9 3 4 9 9 1 1 1 9 1 1 1 9 1 9 1 split_gain=9789.59 749.79 570.21 498.643 484.654 396.402 163.433 148.595 206.739 142.834 173.862 129.593 103.797 90.4515 97.486 79.6998 77.5442 78.4833 147.759 131.714 76.1433 157.575 76.9365 74.2448 104.642 83.2434 73.89 70.4519 69.0416 74.6159 threshold=3.1750000000000003 2.1250000000000004 4.0850000000000009 5.955000000000001 9.7700000000000014 0.012270400481782552 1.0000000180025095e-35 1.0000000180025095e-35 0.98936170212765973 5.5000000000000009 3.5000000000000004 1.0000000180025095e-35 0.91759259259259263 8.4800000000000022 8.7300000000000022 19.500000000000004 1.5000000000000002 4.995000000000001 4.9850000000000012 0.25943732193732194 0.10022831050228312 0.074188739823414715 8.1200000000000028 0.76506899055918665 0.6401754385964914 0.31835016835016838 2.6750000000000003 0.028778467908902653 3.5950000000000002 1.0000000180025095e-35 decision_type=10 10 10 10 10 2 2 2 2 10 10 2 2 10 10 8 10 10 10 2 2 2 10 2 2 2 10 2 10 2 left_child=1 11 28 5 9 6 -4 8 16 10 13 12 -1 20 -15 -14 17 18 -7 -20 21 -5 23 24 25 -22 -3 -16 -2 -30 right_child=2 26 3 4 -6 7 -8 -9 -10 -11 -12 -13 15 14 27 -17 -18 -19 19 -21 22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0070091829728801628 0.00069342825359946874 0.0046538966023699823 0.00077596493773062088 0.00056689464386966654 -0.0075226841575863346 -0.0047552598815510435 -0.0035883778460412442 -0.0029023666993821659 0.0017847579978766703 0.0055904549796482851 -0.0064303232553053003 0.008753122010248018 -0.0024465447635483219 -0.0091219551625325388 0.0030993089119302252 0.0049559102331212333 -0.0067813792675510756 -0.0061229611350947866 0.0069826691092026985 -0.0088429195276895963 -0.0039396621631632659 0.010138894285153037 0.0055826725876716851 0.0031541255039452738 -0.0070416437609388798 0.0011358035529921038 0.0025611350175840635 -0.0039847369469325853 0.002240034766941111 -0.002433753673663512 leaf_weight=5736.0429763272405 2804.9779519215226 2634.9797190092504 1531.7844392489642 579.1644360460341 1075.3708594273776 3274.62608073093 1950.7253209650517 2126.3265985157341 357.25560235604644 403.88402627408504 461.65895506180823 4479.2987860366702 193.3391205444932 195.83353918790817 245.61399363353848 587.17136599868536 6026.2219973932952 4836.5505972877145 203.21577972732484 70.953709004446864 475.01388155482709 244.62224850058556 215.82676898501813 411.14294865913689 291.30693409219384 1010.7338728886098 4690.069543890655 327.68707545474172 413.36236191727221 1967.0250904392451 leaf_count=54555 33094 22628 17195 7712 43074 83593 29240 37416 4171 4362 14135 45297 1516 7639 4394 5267 201132 147714 2182 2160 11789 3659 2166 4188 9582 19557 43733 9327 4136 34567 internal_value=0 0.00579254 -0.00340046 -0.00399768 -0.00144762 -0.00474075 -0.00166872 -0.00537397 -0.00572982 -0.00010408 -0.000619921 0.0074437 0.00654363 5.11977e-05 -0.00303055 0.00312226 -0.0059161 -0.00529425 -0.00416483 0.00288708 0.000785527 0.00340929 -0.000113556 -0.000675388 -0.00156139 -0.000486892 0.00331395 -0.000949786 -0.000369551 -0.00162213 internal_weight=0 18320.9 31500.9 26315.5 5937.86 20377.7 3482.51 16895.2 14768.8 4862.49 4458.6 10995.9 6516.55 3996.95 769.135 780.51 14411.6 8385.35 3548.8 274.169 3227.81 823.787 2404.02 2188.2 1777.05 1485.75 7325.05 573.301 5185.37 2380.39 internal_count=911180 172996 738184 666387 141584 524803 46435 478368 440952 98510 94148 106635 61338 80013 21360 6783 436781 235649 87935 4342 58653 11371 47282 45116 40928 31346 66361 13721 71797 38703 is_linear=0 shrinkage=0.01 Tree=239 num_leaves=31 num_cat=0 split_feature=9 5 9 9 9 9 9 1 9 1 5 0 9 9 5 5 5 5 0 1 1 1 9 9 1 0 3 5 1 1 split_gain=9620.89 879.16 743.483 327.818 455.755 304.929 229.864 178.324 176.511 165.89 149.239 147.711 123.966 112.84 89.2579 84.0187 83.2193 106.833 81.8215 108.297 76.8955 73.1024 72.6969 70.4813 94.5245 130.789 87.6675 68.8204 122.921 118.056 threshold=3.1750000000000003 30.500000000000004 2.1250000000000004 5.5950000000000006 4.495000000000001 4.2350000000000012 8.4800000000000022 0.028778467908902653 6.9850000000000012 1.0000000180025095e-35 12.500000000000002 1.0000000180025095e-35 7.0550000000000006 8.1200000000000028 1.5000000000000002 18.500000000000004 15.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.012270400481782552 0.31296641791044782 0.37263814616755792 2.6750000000000003 2.1250000000000004 0.75110619469026563 1.0000000180025095e-35 19.500000000000004 21.500000000000004 0.25092592592592594 0.20701970443349751 decision_type=10 2 10 10 10 10 10 2 10 2 2 2 10 10 2 2 2 2 2 2 2 2 10 8 2 2 8 2 2 2 left_child=2 3 10 4 18 -3 8 -7 15 11 23 -6 -10 -14 -11 -5 17 -8 19 -2 -12 -18 -4 -1 -25 26 -26 -16 29 -29 right_child=1 5 22 6 9 7 16 -9 12 14 20 -13 13 -15 27 -17 21 -19 -20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31 leaf_value=0.0064129276439141005 0.0030020725793242541 -0.0018087638764208852 0.0046121496603628159 0.0001645543290648829 0.00078949087243278596 -0.00067734969457130297 0.0016704765982691323 -0.0072328907707852486 0.0090862068318230214 -0.0038041061152061907 0.0011068286491818394 -0.0039522198762640378 -0.0015111276083818203 0.0056334713284839823 -0.006354966432380451 -0.0056532400380666578 0.0017720497506117825 -0.0082172300812432229 0.00092207380139356645 -0.0022381260639421606 0.0060864247552960193 -0.0076662518114099937 0.0025356473471591788 0.0088707627169562313 -0.0027350098802097888 0.009856067798255784 0.0051875251763991003 -0.0076103935358850829 -0.0065756280048269626 0.0059926116850011514 leaf_weight=2561.6163509115577 451.63912035524845 1431.9679156579077 2632.2557221278548 2569.0206139292568 1142.3802465796471 440.96497093699872 135.94446785375476 7032.4550488442183 357.92463561706245 4629.6534025464207 488.31607091799378 1546.1171054113656 436.01893409900367 448.38667973689735 3631.7340568825603 274.78387457132339 317.30389797687531 556.96453637629747 2080.3391701374203 3111.1579547859728 849.73935351520777 110.68912492506206 4689.8419114761055 5864.7590866461396 190.2953784018755 473.32222384214401 525.03620903193951 91.48091603256762 399.36448036506772 210.84318198822439 leaf_count=23364 4189 27777 22628 40440 12337 8721 2135 260450 4469 99620 4798 24135 8817 4653 109156 7601 7222 20009 22026 52019 6996 3640 43733 60069 1492 5175 4741 3250 12841 2677 internal_value=0 -0.00337659 0.00574906 -0.00232405 -0.00298634 -0.00603609 -0.000124315 -0.00684608 0.000976129 -0.00411607 0.00739819 -0.0019374 0.0041207 0.00211113 -0.00476957 -0.000397593 -0.00413587 -0.00627732 -0.000653729 -0.00157385 0.00426915 -0.000668918 0.00328214 0.00783363 0.0083496 0.0057782 0.00307994 -0.00580103 -0.00293403 0.00187645 internal_weight=0 31407.1 18275.2 22501.7 17294.7 8905.39 5207.04 7473.42 4086.13 11651.6 10953.1 2688.5 1242.33 884.406 8963.08 2843.8 1120.9 692.909 5643.14 3562.8 1338.06 427.993 7322.1 9615.03 7053.41 1188.65 715.332 4333.42 701.689 302.324 internal_count=911180 738184 172996 441236 342250 296948 98986 269171 65980 264016 106635 36472 17939 13470 227544 48041 33006 22144 78234 56208 11794 10862 66361 94841 71477 11408 6233 127924 18768 5927 is_linear=0 shrinkage=0.01 Tree=240 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 3 1 1 1 10 10 1 0 1 0 0 1 1 10 10 0 1 1 10 10 1 10 split_gain=36545.3 3109.07 1680.23 274.701 157.777 128.397 105.996 63.3801 21.0929 25.5369 19.7807 18.5412 14.9753 14.4121 14.1403 32.2547 13.9221 21.4669 17.1111 13.5205 16.9682 12.8715 12.4894 11.4007 10.8731 10.5774 10.3859 9.43529 8.55147 12.8667 threshold=0.049213243648409809 0.98755538463592529 0.00048551171494175006 0.78322452306747448 0.0043998162727802515 0.99989646673202526 3.4846319977077662e-05 0.3781151175498963 21.500000000000004 0.90508365508365518 0.13712060166532367 0.33460559796437661 0.99766892194747936 0.00014260681928130004 0.13712060166532367 1.0000000180025095e-35 0.12560679611650488 1.0000000180025095e-35 1.0000000180025095e-35 0.82683658170914553 0.75110619469026563 0.0013712961226701001 4.0456557144352709e-06 1.0000000180025095e-35 0.51363749070171105 0.10022831050228312 0.011652591172605703 0.97252115607261669 0.55440163581575563 0.94052824378013633 decision_type=2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 6 7 10 12 22 14 9 -5 -4 23 -3 -8 15 -2 18 19 -10 20 27 -12 -1 -6 -9 -20 -13 -18 -19 -30 right_child=1 5 4 8 11 -7 13 24 16 -11 21 26 -14 -15 -16 -17 17 28 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.010210139905105838 0.0038553299474205689 0.0083602968767020266 -0.0036276033925767819 0.0091959745105219502 -0.00020129613357669528 0.011591659463293024 -0.0087117111737357571 0.0039097669397609299 0.0083436238335534395 -0.0014702913088384946 -0.0065688080351855348 -0.0035453817230701491 0.0098360823320055284 -0.0073977761271650858 0.00071453719162862985 0.00010389647414631921 0.0039417329723319796 0.0084179906413901773 0.0049162223816789311 0.0075847673755926508 -0.0034317755015815 -0.0049197800167339418 -0.0095318939602269202 -0.0022135264197556399 0.0022392364348802459 0.016045338461687167 -0.0018273495439060936 0.0062685118412802252 0.0017813714256151351 0.0086374132938877926 leaf_weight=13256.495731225237 519.27602750808001 1087.3935165777802 600.02335239201784 312.70006624609232 861.97508154064417 13655.656424216926 1885.4630626924336 1481.5570259764791 383.60033727437258 24.182037487626076 909.71419396065176 580.28532142192125 1870.1163075491786 1498.0594515074044 2066.9150604121387 410.27124763280153 834.53456453233957 246.65069986134768 313.91041318327188 134.48820976167917 28.204289563000202 986.77293291687965 3414.2238622996956 418.15129947289824 528.64815389364958 8.7788322046399099 893.91946451365948 220.28114295750856 57.205502338707447 52.488540261983871 leaf_count=469083 2855 6555 8451 1460 9722 125331 48685 7156 1811 130 17857 7516 13466 32412 14618 2050 3920 1439 1717 704 129 15822 101543 3275 2658 43 9037 1118 301 316 internal_value=0 0.00875629 -0.00842517 0.00346915 -0.00338937 0.0111825 -0.0097437 0.00209676 0.00609469 0.00843033 -0.00521011 -0.00173906 0.00929348 -0.00812996 0.00117522 0.00219957 0.00574961 0.00522615 0.00691604 0.00459432 0.00422297 -0.00571079 -0.0100712 -0.000858588 0.00347045 0.00521899 -0.00250361 0.00442764 0.00738491 0.00506198 internal_weight=0 24236.9 25305.1 7623.69 5250.84 16613.2 20054.2 5006.67 2617.02 336.882 2496.51 2754.33 2957.51 3383.52 2996.46 929.547 2280.14 1573.85 706.29 1217.51 1083.02 1896.49 16670.7 1280.13 2010.21 322.689 1474.2 1054.82 356.345 109.694 internal_count=911180 187777 723403 42425 71680 145352 651723 29337 13088 1590 42130 29550 20021 81097 19523 4905 11498 7927 3571 5871 5167 33679 570626 12997 9814 1760 16553 5038 2056 617 is_linear=0 shrinkage=0.01 Tree=241 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 9 9 9 9 10 9 4 9 9 9 4 9 4 9 9 10 9 4 4 9 9 4 9 split_gain=36053.5 3107.59 1681.46 270.308 156.017 130.688 106.974 103.292 61.6519 53.1694 51.3529 43.3145 38.8374 35.1447 35.5917 28.2444 26.6803 20.4986 20.3744 20.1346 20.0519 17.7212 15.7518 15.0892 14.8784 17.3956 14.8026 20.4851 14.6675 14.5134 threshold=0.049213243648409809 0.98755538463592529 0.00048551171494175006 0.78322452306747448 0.0043998162727802515 0.99989646673202526 3.4846319977077662e-05 5.2550000000000008 5.4450000000000012 5.4750000000000005 5.1950000000000012 0.18897357583045957 5.5950000000000006 1.5000000000000002 7.6900000000000004 5.4250000000000007 2.8250000000000006 2.5000000000000004 3.0050000000000003 2.5000000000000004 5.2950000000000008 6.1150000000000011 0.020015737973153553 9.0500000000000025 2.5000000000000004 11.500000000000002 8.1200000000000028 9.7700000000000014 2.5000000000000004 4.8650000000000011 decision_type=2 2 2 2 2 2 2 8 8 8 8 2 8 8 10 8 10 10 10 10 10 10 2 10 10 10 10 10 10 10 left_child=2 3 6 7 9 18 -1 11 19 -4 24 -2 -8 14 21 -15 -7 29 -3 22 -20 -9 -6 -10 -5 -26 -17 -28 -22 -13 right_child=1 5 4 10 8 16 12 13 23 -11 -12 17 -14 15 -16 26 -18 -19 20 -21 28 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-0.010064524646336226 -0.00034106956474653111 0.01030013538082827 -0.0060463920307451081 0.0050952761168846636 -0.0030623946951626978 0.011245136647197316 -0.0086295782098290436 0.0051879155917385292 0.00031696984550355737 -0.0027110358291708441 0.007686846897642605 0.0016773609946576713 -0.0058948485223601892 -0.003192146019125831 0.010740478947069641 0.0038496201701701369 0.012174970819745024 -0.0019582930908240729 0.007377696969238871 -0.0058359151424975829 0.01006357999682962 0.00085655214457104817 -0.0011717265361511936 0.0053699848385993822 -0.00096490919237239017 0.011464583589730612 -0.0045491644069135711 0.01192934614156028 0.0069730014990255764 0.0035213047847505743 leaf_weight=16515.789389487356 1277.7529278472066 1130.540732331574 1840.2728258445859 1424.5726931318641 1112.8309670239687 8786.6858491450548 2717.3253936674446 797.78291723132133 665.91667107120156 645.62043958902359 1099.7396026104689 1478.4801996648312 641.9943117313087 83.953907441347837 108.32617218792439 376.4169316329062 4756.3033401891589 125.09709554165602 778.77419925481081 177.97866541519761 845.90570389479399 107.14559509605169 729.53554824739695 64.852369092404842 75.802088983356953 13.224206514656542 44.616489410400391 9.0791906341910344 187.61852219700813 600.10173901170492 leaf_count=570626 9357 10412 33988 6742 13779 91290 68385 4511 5446 8142 5938 7085 12712 751 505 2224 34041 890 3860 2955 4590 528 6839 531 347 61 198 41 1159 3247 internal_value=0 0.0087154 -0.00840538 0.0034352 -0.0033644 0.0111567 -0.00973365 0.00207493 -0.00172369 -0.00518015 0.00604231 0.00112376 -0.00810695 0.00424304 0.00532352 0.00211336 0.0115717 0.00197311 0.00924664 -0.00262401 0.00858946 0.00467507 -0.00231373 0.000765402 0.00484743 0.000881401 0.00314895 -0.00176288 0.00950254 0.00220972 internal_weight=0 24107.9 25112.1 7622.09 5237.01 16485.8 19875.1 5008.75 2751.11 2485.89 2613.34 3481.43 3359.32 1527.32 1013.25 514.067 13543 2203.68 2942.84 2020.35 1812.3 904.929 1842.37 730.769 1513.6 89.0263 430.113 53.6957 1033.52 2078.58 internal_count=911180 187777 723403 42425 71680 145352 651723 29337 29550 42130 13088 20579 81097 8758 5544 3214 125331 11222 20021 23573 9609 5039 20618 5977 7150 408 2463 239 5749 10332 is_linear=0 shrinkage=0.01 Tree=242 num_leaves=31 num_cat=0 split_feature=9 5 9 9 9 9 9 4 1 9 4 1 5 4 5 9 5 9 1 3 5 1 5 2 2 3 9 9 9 4 split_gain=9201.19 854.42 803.617 332.454 384.744 249.458 219.249 202.335 176.346 168.021 197.459 160.78 145.396 95.1009 88.1492 85.4797 80.8008 77.5064 96.9192 87.6402 74.4558 70.0093 66.2209 118.592 113.626 63.9701 62.2751 60.9156 59.5475 145.794 threshold=3.2350000000000008 30.500000000000004 2.1250000000000004 5.5950000000000006 4.495000000000001 4.2350000000000012 8.4800000000000022 3.5000000000000004 0.028778467908902653 6.9850000000000012 1.5000000000000002 1.0000000180025095e-35 30.500000000000004 2.5000000000000004 1.5000000000000002 2.8250000000000006 18.500000000000004 2.1250000000000004 0.75110619469026563 26.500000000000004 1.0000000180025095e-35 0.51630627437079057 21.500000000000004 0.74478940512375169 0.79225774225774237 29.500000000000004 5.955000000000001 5.6050000000000013 5.9350000000000014 2.5000000000000004 decision_type=10 2 10 10 10 10 10 10 2 10 10 2 2 10 2 10 2 8 2 8 2 2 2 2 2 10 10 10 10 10 left_child=2 3 12 4 13 -3 9 -8 26 16 21 20 17 -2 -13 -4 27 -1 -19 -20 -6 -11 -16 -24 -25 -14 -7 -5 -10 -30 right_child=1 5 15 6 11 8 7 -9 28 10 -12 14 25 -15 22 -17 -18 18 19 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31 leaf_value=0.0062026423701329282 -0.00039164004617170747 -0.0020152265565774228 0.0041610363787376011 0.0071838692712522714 -0.0031845994904994429 -0.0056266357443072301 -0.0060524125090822521 0.0052376052327181219 -0.0077102149009130186 0.0023048057252079627 0.0066420515932413514 -0.0037385591745220832 0.0068642640418042971 -0.0055169149350434892 -0.0062881004741057013 0.00205618308659443 -0.0055866943338600643 0.0087329849014959431 0.00081852367386666541 0.0071479753512078735 0.00027848414894489327 -0.0065574604645375709 -0.0065136207974845041 0.0059285714214383405 -0.0075503887649701557 0.001559045760418012 0.0022316014447436913 -0.0001748238542108277 -0.0032164328542503996 -0.0091553530985223393 leaf_weight=2604.4662344790995 4817.2732430491596 1292.2623108513653 3781.9339514449239 117.96735587902367 1672.1383529044688 158.17821202613413 907.62150835059583 192.3855012152344 5155.5655510090292 175.27035620808601 863.78099440783262 4562.8163243085146 369.62980224937201 391.45406795665622 3564.7345601916313 3938.8039532639086 270.03330896049738 5997.2707614637911 289.26196284592152 897.57589893788099 987.44909222237766 181.38911898434162 391.81119294837117 207.44710131362081 89.533830728381872 590.19499683752656 278.24095438234508 2424.3259290996939 1045.0000428296626 683.86278868839145 leaf_count=24130 65940 26231 33141 1340 23977 3467 30431 2575 196639 2918 9923 99620 3061 8483 109156 38577 7601 62123 2540 9035 12495 5098 12845 2675 3248 5746 5254 39100 32245 31566 internal_value=0 -0.00339899 0.00554841 -0.00234616 -0.00303083 -0.00606587 -0.000120565 -0.00407785 -0.00678088 0.000958852 0.00405738 -0.00405389 0.00731631 -0.000776822 -0.00470399 0.00308723 -0.000385788 0.00768051 0.00821629 0.00560533 -0.00189883 -0.00220235 -0.00573963 -0.00290111 0.00186493 0.00360209 -0.000616582 0.000166634 -0.00717165 -0.00556561 internal_weight=0 30430.5 18469.1 21817.4 16684.7 8613.11 5132.77 1100.01 7320.85 4032.77 1220.44 11475.9 10748.4 5208.73 8816.34 7720.74 2812.33 9788.57 7184.11 1186.84 2659.59 356.659 4253.53 688.792 296.981 959.825 436.419 2542.29 6884.43 1728.86 internal_count=911180 732827 178353 437425 338439 295402 98986 33006 269171 65980 17939 264016 106635 74423 227544 71718 48041 97828 73698 11575 36472 8016 127924 18768 5923 8807 8721 40440 260450 63811 is_linear=0 shrinkage=0.01 Tree=243 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 9 9 9 9 10 9 4 9 9 9 5 1 1 9 5 9 4 4 1 9 5 1 9 split_gain=35439.8 3090.74 1679.5 265.835 154.215 132.177 107.739 100.319 59.5195 52.0436 50.365 42.4796 38.5193 34.4052 35.0182 27.1447 26.0465 25.4603 24.1372 20.7281 20.2858 21.8939 20.6949 19.819 19.7433 17.7918 37.6373 16.6251 16.4712 31.0836 threshold=0.049213243648409809 0.98755538463592529 0.00048551171494175006 0.78322452306747448 0.0043998162727802515 0.99989646673202526 3.4846319977077662e-05 5.2550000000000008 5.4450000000000012 5.4750000000000005 5.1950000000000012 0.18897357583045957 5.5950000000000006 1.5000000000000002 7.6900000000000004 5.4250000000000007 2.8250000000000006 1.5000000000000002 0.76024883359253514 0.33460559796437661 3.0050000000000003 956.50000000000011 5.2950000000000008 2.5000000000000004 2.5000000000000004 0.62470657276995312 6.1150000000000011 12.500000000000002 0.12062851552946931 8.1200000000000028 decision_type=2 2 2 2 2 2 2 8 8 8 8 2 8 8 10 8 10 2 2 2 10 2 10 10 10 2 10 2 2 10 left_child=2 3 6 7 9 20 -1 11 24 -4 -5 -2 -8 14 18 -15 -7 -10 -9 -19 -3 22 -22 -13 -6 -12 -27 -16 -17 -30 right_child=1 5 4 10 8 16 12 13 17 -11 25 23 -14 15 27 28 -18 19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.010056733591633223 -0.00032982706918946675 0.010260218581625862 -0.00601130887871245 0.0048146119469105689 -0.0022866556577767691 0.011222546689872848 -0.0086072320412894626 0.0051848654755640112 -0.0011802760896186296 -0.0027068919739915661 0.0082900331143119423 0.0021956648793181738 -0.0058768500615570488 -0.0031281461994437272 0.0018074693536395709 0.0063039043278056055 0.012146001666386652 0.0046296605408654313 -0.00013530138941561623 -0.00010636977806679368 0.0073732723370857735 -0.011473999415580128 0.0095384221399795639 -0.0019096908386026137 -0.0057882210130396463 0.0078281196010037187 -0.00094880088830032021 0.012370322178008795 0.0030760107354726057 -0.0065874222163615284 leaf_weight=16304.026595979929 1275.9294569306076 1116.6398080214858 1827.9632939714938 1510.8399311155081 1836.7878763154149 8663.5286265388131 2691.3076085131615 807.76088255643845 355.33668379113078 644.73529431410134 864.25415653735399 2077.4490188211203 639.45831007137895 83.493983462452888 17.829556509852409 116.99494910612702 4717.501346282661 210.89494799822569 95.343598589301109 164.49181638285518 775.27669407427311 5.4462860971689215 1025.255218051374 124.64848430454731 176.49927834793925 161.15953996777534 70.11373095959425 90.703088387846947 274.78794082999229 37.874523475766182 leaf_count=570626 9357 10412 33988 7150 20618 91290 68385 4542 2107 8142 4573 10332 12712 751 89 592 34041 2023 497 1847 3853 23 5733 890 2955 1019 346 416 1701 170 internal_value=0 0.00867123 -0.00838194 0.00340877 -0.00333849 0.0111273 -0.00972192 0.00205966 -0.00170635 -0.00514971 0.00599833 0.00112205 -0.00808304 0.00419834 0.00526818 0.00208924 0.0115481 0.000738282 0.0046232 0.00255437 0.0092007 0.00854559 0.00860615 0.00196328 -0.00259363 0.0076308 0.00516727 0.0106351 0.00310312 0.00190543 internal_weight=0 23912.8 24851.5 7609.18 5216.71 16303.6 19634.8 5002.82 2744.01 2472.7 2606.37 3478.03 3330.77 1524.79 1011.64 513.151 13381 730.723 903.104 375.387 2922.62 1805.98 1800.53 2202.1 2013.29 1095.53 231.273 108.533 429.657 312.662 internal_count=911180 187777 723403 42425 71680 145352 651723 29337 29550 42130 13088 20579 81097 8758 5544 3214 125331 5977 5039 3870 20021 9609 9586 11222 23573 5938 1365 505 2463 1871 is_linear=0 shrinkage=0.01 Tree=244 num_leaves=31 num_cat=0 split_feature=9 9 9 9 9 1 0 0 1 0 1 1 1 3 9 9 1 9 9 9 1 0 9 9 9 1 1 1 1 1 split_gain=8918.74 712.153 531.086 462.383 456.44 375.219 155.05 141.895 200.436 128.938 98.7488 81.4792 91.6075 73.6332 71.7706 115.678 136.398 81.0714 69.3295 195.566 121.916 88.1431 68.9252 67.089 64.1475 71.1661 64.0193 88.0024 69.7634 59.7045 threshold=3.1750000000000003 2.1250000000000004 4.0850000000000009 5.955000000000001 9.7700000000000014 0.012270400481782552 1.0000000180025095e-35 1.0000000180025095e-35 0.98936170212765973 1.0000000180025095e-35 0.91759259259259263 0.77442071785552036 0.63673020527859248 19.500000000000004 4.995000000000001 4.9850000000000012 0.27207792207792209 5.4450000000000012 6.9850000000000012 7.0550000000000006 0.59921259842519692 1.0000000180025095e-35 2.6750000000000003 1.9550000000000003 3.5950000000000002 1.0000000180025095e-35 0.49844720496894418 0.05298245614035086 0.31296641791044782 1.0000000180025095e-35 decision_type=10 10 10 10 10 2 2 2 2 2 2 2 2 8 10 10 2 10 10 10 2 2 10 8 10 2 2 2 2 2 left_child=1 9 24 5 11 6 -4 8 14 10 23 12 18 -12 15 -7 -17 -16 20 -20 -5 29 -3 -1 -2 -26 27 -25 -29 -21 right_child=2 22 3 4 -6 7 -8 -9 -10 -11 13 -13 -14 -15 17 16 -18 -19 19 21 -22 -23 -24 26 25 -27 -28 28 -30 -31 leaf_value=0.0049601763058327525 0.00069112744483955824 0.0044850757824750785 0.00079609470070521327 -0.0024693336267502708 -0.0074226048449405517 -0.005236732440607148 -0.0034889386769279395 -0.0027921565922435199 0.001872594122183031 0.0085856877712682054 -0.0024252505965451738 0.003230112759070329 -0.005588275205291213 0.0047584969253575754 -0.0069651919884887847 0.0055038058968099731 -0.0081694921644581194 -0.0048556326911830998 0.0076036440230120954 -0.0056720565185852711 0.0064580769940728242 0.0068095626060627945 0.0024426233505843169 0.0089614081369030901 0.0022322412154432291 -0.0023640026715955756 0.0087141260428366864 0.0021087866235056669 0.0067413923062789836 -0.00024266442817478116 leaf_weight=1454.4170735180378 2756.8092876840383 2577.0637451447546 1513.5750534776598 1578.5032557472587 1029.3747718259692 4903.9540657699108 1910.0570411905646 2075.7679265867919 351.03657191991806 4309.8800692148507 190.07249630242586 644.15183275192976 337.28554550744593 572.27616193890572 6099.2735339514911 217.00450833886862 109.90590912476182 2597.5729037616402 377.6771955806762 242.28236965462565 169.38701478205621 154.30802827328444 4604.0782478973269 744.72242594882846 408.18209889531136 1928.330230537802 2042.659533880651 590.65364797785878 722.95104757323861 1234.6461895629764 leaf_count=13022 33094 22628 17195 36116 43074 136714 29240 37416 4171 45297 1516 6880 10852 5267 208480 2758 3523 85306 5611 7537 1749 1546 43733 7949 4136 34567 21819 5602 6163 28219 internal_value=0 0.0056083 -0.00329055 -0.00387843 -0.00138707 -0.00460495 -0.00159454 -0.00523514 -0.00559029 0.0072521 0.00634235 -7.58613e-05 -0.000596013 0.00296741 -0.00577839 -0.00485278 0.000906901 -0.00633511 -0.000147809 0.00111934 -0.00160418 -0.000381964 0.00317559 0.00680548 -0.000342038 -0.00156105 0.00745992 0.00621525 0.00465837 -0.00113333 internal_weight=0 17808.8 30639.1 25545.8 5767.62 19778.1 3423.63 16354.5 14278.7 10627.6 6317.75 4738.24 4094.09 762.349 13927.7 5230.86 326.91 8696.85 3756.8 2008.91 1747.89 1631.24 7181.14 5555.4 5093.32 2336.51 4100.99 2058.33 1313.6 1476.93 internal_count=911180 172996 738184 666387 141584 524803 46435 478368 440952 106635 61338 98510 91630 6783 436781 142995 6281 293786 80778 42913 37865 37302 66361 54555 71797 38703 41533 19714 11765 35756 is_linear=0 shrinkage=0.01 Tree=245 num_leaves=31 num_cat=0 split_feature=9 5 9 9 9 9 9 1 1 5 0 9 2 1 0 1 5 9 5 5 1 1 9 1 0 3 1 0 9 5 split_gain=8764.91 835.412 782.185 317.458 369.908 244.561 210.177 173.874 155.437 144.653 139.684 106.162 187.066 122.253 94.7343 91.1501 88.146 82.1207 79.3214 78.4877 73.5305 69.8274 69.7895 91.4161 127.411 81.2707 69.3262 86.6358 63.9753 63.8032 threshold=3.2350000000000008 30.500000000000004 2.1250000000000004 5.5950000000000006 4.495000000000001 4.2350000000000012 8.8850000000000016 0.028778467908902653 1.0000000180025095e-35 12.500000000000002 1.0000000180025095e-35 6.9850000000000012 0.92705099778270517 0.47635027165228505 1.0000000180025095e-35 0.69282051282051293 1.5000000000000002 2.8250000000000006 1.5000000000000002 18.500000000000004 0.31296641791044782 0.62470657276995312 2.1250000000000004 0.75110619469026563 1.0000000180025095e-35 19.500000000000004 0.012270400481782552 1.0000000180025095e-35 4.4750000000000005 21.500000000000004 decision_type=10 2 10 10 10 10 10 2 2 2 2 10 2 2 2 2 2 10 2 2 2 2 8 2 2 8 2 2 10 2 left_child=2 3 9 4 26 -3 11 -7 10 22 -6 19 13 -13 -8 21 -10 -4 -14 -5 -11 -15 -1 -24 25 -25 -2 -28 -29 -18 right_child=1 5 17 6 8 7 14 -9 16 20 -12 12 18 15 -16 -17 29 -19 -20 -21 -22 -23 23 24 -26 -27 27 28 -30 -31 leaf_value=0.0062150218536433863 0.0014305776250811031 -0.0019744685829257299 0.0040719392568441077 0.00018225936549699768 0.00080801446880877611 -0.00057772487368581093 -0.0020311161993868073 -0.0071093671863922108 -0.0036528594201911809 0.00098391010213221214 -0.0038403076372718081 0.0071552386680138651 0.0081654016849854773 0.0024034612458586767 -0.0090089389697474657 0.0048753502737434815 -0.0062111748768268402 0.0020016626602837369 -0.0073117682695291418 -0.0055231995751136333 0.0058997502749903799 -0.0085837485244542565 0.0086982472871629368 -0.0027118380776269702 0.0097339456096416348 0.0049903226157955033 -0.0023058927790321534 0.00016590693882683692 0.0081500049312770908 -0.0028606479739966225 leaf_weight=2485.8779431134462 1137.0334230139852 1281.8968241550028 3752.1048133932054 2525.6456967666745 1129.2342448141426 433.70841859281063 499.19362064823508 6759.5794525202364 4508.2457768823951 480.04392648860812 1512.1953977532685 733.13034231588244 39.236056435853243 102.68490203469992 318.83597953245044 251.449871763587 3506.8099702484906 3915.3742336295545 212.21231056936085 266.56032747402787 831.03862281888723 132.45662040822208 5635.4319177493453 187.10831698775291 453.57767505943775 511.51586336642504 2857.4308274835348 1067.9501445554197 110.76956230029464 678.27967683784664 leaf_count=23364 11409 26231 33141 40440 12337 8721 13555 260450 99620 4798 24135 8946 317 1329 12457 2682 109156 38577 7191 7601 6996 4468 60069 1492 5175 4741 49724 12213 1077 18768 internal_value=0 -0.00333792 0.00544702 -0.00229349 -0.00296626 -0.00599845 -0.000107855 -0.00671555 -0.00397755 0.00720894 -0.00185311 0.000783004 0.00295696 0.00457601 -0.0047508 0.000689965 -0.00462305 0.00301476 -0.00489671 -0.000362417 0.00409985 -0.0037857 0.0076485 0.0081735 0.00560694 0.0029275 -0.000750478 -0.00136491 0.000916208 -0.00566815 internal_weight=0 30064.5 18252.1 21589.4 16507.9 8475.18 5081.41 7193.29 11334.8 10584.6 2641.43 4263.38 1471.17 1219.72 818.03 486.591 8693.34 7667.48 251.448 2792.21 1311.08 235.142 9273.51 6787.63 1152.2 698.624 5173.18 4036.15 1178.72 4185.09 internal_count=911180 732827 178353 437425 338439 295402 98986 269171 264016 106635 36472 72974 24933 17425 26012 8479 227544 71718 7508 48041 11794 5797 94841 71477 11408 6233 74423 63014 13290 127924 is_linear=0 shrinkage=0.01 Tree=246 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 9 9 9 9 10 9 1 9 9 2 9 3 2 1 1 9 3 2 9 9 10 10 9 split_gain=34716.6 3059.53 1675.22 261.532 152.41 133.067 108.325 97.1028 56.7647 50.4903 49.401 41.7515 38.7061 32.4604 31.1735 26.0136 25.339 19.8757 19.6111 21.704 50.0441 17.8048 37.146 18.5076 16.9944 18.0209 17.5204 16.167 15.3837 15.0153 threshold=0.049213243648409809 0.98755538463592529 0.00048551171494175006 0.78322452306747448 0.0043998162727802515 0.99989646673202526 2.9517374969145752e-05 5.2550000000000008 5.4450000000000012 5.455000000000001 5.1950000000000012 0.18897357583045957 5.5250000000000012 0.75110619469026563 9.0500000000000025 2.8250000000000006 0.22271825396825398 8.8300000000000018 28.500000000000004 0.31281565656565663 0.68438714235252573 0.62470657276995312 6.1150000000000011 28.500000000000004 0.18237250554323722 2.5450000000000004 2.5750000000000006 0.3781151175498963 0.99766892194747936 8.1200000000000028 decision_type=2 2 2 2 2 2 2 8 8 8 8 2 8 2 10 10 2 8 10 2 2 2 10 8 2 10 10 2 2 10 left_child=2 3 6 7 9 17 -1 11 -6 -4 -5 -2 -8 14 27 -7 -10 28 19 -13 -21 23 -23 -12 25 -20 -27 -9 -3 -29 right_child=1 5 4 10 8 15 12 13 16 -11 21 18 -14 -15 -16 -17 -18 -19 24 20 -22 22 -24 -25 -26 26 -28 29 -30 -31 leaf_value=-0.010061966637558213 -0.00031359345532794855 0.0076926508197265901 -0.0059823506113781642 0.0047912695440909953 -0.0025560752114661047 0.011192801272743025 -0.0086574517578460429 0.0032824732016682209 -0.0023607867999867515 -0.0027408924485926634 0.010371437711588985 -0.0040214692477344716 -0.0060672856839655287 -0.00042625850498840807 0.010401833656628617 0.012121524983969558 0.0018340817654418932 0.010766333855806744 -0.0021730418707706796 0.00078579265917313806 0.032014064479863005 0.0077757411852377488 -0.000958309976974109 0.0072338845005401799 0.0018325807941129816 0.013275953150694799 0.0041858408853502824 0.005946441878416777 0.0093770072820168211 -0.0014299890412413072 leaf_weight=15811.937981102616 1272.617235366255 880.86009354889393 1802.0201878789812 1506.6902382224798 2003.6960976608098 8495.6409855931997 2800.1321698632091 749.48705071955919 197.30733851343393 655.27811773493886 277.69922635704279 101.10666574537754 726.64858989603817 140.13208621740341 87.494406834244728 4675.9574532881379 532.94151030853391 605.7332574352622 42.421516120433807 311.14823762327433 5.2177076786756507 159.77598424255848 70.040765687823296 582.06994032114744 1307.4887860789895 22.366351887583733 407.78738549351692 512.88341274857521 1410.5459501594305 29.164957195520401 leaf_count=564080 9357 4724 33701 7150 23573 91290 72289 4791 1108 8429 1378 484 15354 740 401 34041 4869 6294 203 1674 27 1019 346 3195 6966 107 1761 2697 9003 129 internal_value=0 0.0086247 -0.00835453 0.00339028 -0.00331063 0.0110957 -0.0097085 0.00205084 -0.00168619 -0.00511796 0.0059643 0.00112779 -0.00812378 0.00415931 0.00462528 0.0115225 0.000700662 0.00915537 0.00196252 1.18348e-05 0.00130083 0.00758639 0.00511388 0.00824729 0.00242 0.00404525 0.00465849 0.00423395 0.00872951 0.00554955 internal_weight=0 23654.3 24530 7585.59 5191.24 16068.7 19338.7 4989.32 2733.94 2457.3 2596.28 3470.15 3526.78 1519.16 1379.03 13171.6 730.249 2897.14 2197.54 417.473 316.366 1089.59 229.817 859.769 1780.06 472.575 430.154 1291.54 2291.41 542.048 internal_count=911180 187777 723403 42425 71680 145352 651723 29337 29550 42130 13088 20579 87643 8758 8018 125331 5977 20021 11222 2185 1701 5938 1365 4573 9037 2071 1868 7617 13727 2826 is_linear=0 shrinkage=0.01 Tree=247 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 9 9 9 9 10 9 4 9 5 2 9 9 1 9 4 5 4 4 2 1 9 9 9 split_gain=34248.7 3057.58 1675.93 257.225 150.683 135.225 109.306 95.068 55.7811 50.1243 48.7055 40.8971 38.7957 33.3013 33.829 25.9758 26.6524 25.7072 24.8878 23.6143 20.3278 20.7607 50.1405 19.3348 19.0567 18.2708 17.4909 36.5594 16.4831 23.0169 threshold=0.049213243648409809 0.98755538463592529 0.00048551171494175006 0.78322452306747448 0.0043998162727802515 0.99989646673202526 2.9517374969145752e-05 5.2550000000000008 5.4450000000000012 5.455000000000001 5.1950000000000012 0.18897357583045957 5.5250000000000012 1.5000000000000002 7.6900000000000004 1.5000000000000002 0.61560191221208183 5.4250000000000007 2.8250000000000006 0.76024883359253514 8.8300000000000018 2.5000000000000004 71.500000000000014 2.5000000000000004 2.5000000000000004 0.88029850746268667 0.62470657276995312 6.1150000000000011 4.8650000000000011 4.8950000000000005 decision_type=2 2 2 2 2 2 2 8 8 8 8 2 8 8 10 2 2 8 10 2 8 10 2 10 10 2 2 10 10 10 left_child=2 3 6 7 9 20 -1 11 23 -4 -5 -2 -8 14 19 -10 -17 -15 -7 -9 21 -3 -23 -6 28 -19 -12 -28 -13 -30 right_child=1 5 4 10 8 18 12 13 15 -11 26 24 -14 17 -16 16 -18 25 -20 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-0.010055398272559295 -0.00031051008595675062 0.0090069310868799799 -0.005952961060243356 0.004747333325652978 -0.0022314996960450702 0.011178875068082312 -0.008637967369499816 0.0050885822195509125 -0.0012449356222929196 -0.0027187778320979122 0.0081804066044449449 0.0016023051827490618 -0.0060374740674970645 -0.0030585884276374594 0.010432174039306154 -0.000619099669486424 0.0047839359822862667 0.002107118640569703 0.0120908914256405 -0.00018400299899367105 0.010746445692835536 0.0072028229842461189 -0.010107706641981887 -0.0057175311360931139 -0.0018638560210071154 0.0076768243140312711 0.0077190495965968851 -0.00094843203473935357 0.009452643844441385 0.0029160375645756998 leaf_weight=15664.781243609264 1272.4028427004814 2040.5754767209291 1792.8536195363849 1505.4345267489552 1825.6371259093285 8421.5336453765631 2778.4924231022596 804.62997345253825 355.25461596623063 654.00849517434835 858.13917858153582 1475.8657288253307 722.95282419025898 82.954142410308123 108.94316971302032 156.76487889140844 218.61840358376503 358.10577803850174 4641.1012402772903 94.968684397637844 600.81041154265404 223.07549391686916 18.089677184820175 174.29225626960397 124.12717917561531 70.49042147397995 159.34212806820869 70.062428787350655 59.857088536024094 538.51218485832214 leaf_count=564080 9357 12293 33701 7150 20618 91290 72289 4542 2107 8429 4573 7085 15354 751 505 1696 2174 2096 34041 497 6294 1360 74 2955 890 367 1019 346 297 2950 internal_value=0 0.00858422 -0.00833465 0.00335716 -0.00328634 0.0110703 -0.00969836 0.0020297 -0.00167141 -0.00508851 0.00591222 0.00111632 -0.00810104 0.00411518 0.00516931 0.000693277 0.00252756 0.00203693 0.0115029 0.00453197 0.00910993 0.00867901 0.00590437 -0.0025353 0.00194216 0.00302316 0.00752471 0.00507191 0.00216992 0.00356992 internal_weight=0 23529 24343.7 7583.84 5177.43 15945.2 19166.2 4990.86 2730.57 2446.86 2592.98 3470.77 3501.45 1520.09 1008.54 730.638 375.383 511.55 13062.6 899.599 2882.55 2281.74 241.165 1999.93 2198.36 428.596 1087.54 229.405 2074.24 598.369 internal_count=911180 187777 723403 42425 71680 145352 651723 29337 29550 42130 13088 20579 87643 8758 5544 5977 3870 3214 125331 5039 20021 13727 1434 23573 11222 2463 5938 1365 10332 3247 is_linear=0 shrinkage=0.01 Tree=248 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 4 10 1 4 5 2 10 5 2 1 2 10 4 4 10 5 5 1 5 4 5 split_gain=33786.9 3055.48 1676.57 253.038 148.97 137.362 110.289 38.8061 31.2032 24.5678 19.7238 19.6431 19.1162 51.2309 17.8407 16.8042 15.2291 14.7701 13.7078 13.3093 13.0882 12.8696 12.8527 12.6306 12.5009 15.2515 11.9785 16.7347 13.4006 11.9043 threshold=0.049213243648409809 0.98755538463592529 0.00048551171494175006 0.65440738201141369 0.0043998162727802515 0.99989646673202526 2.9517374969145752e-05 0.2688089013099671 0.8784809708595277 2.5000000000000004 0.015218299813568552 0.13712060166532367 2.5000000000000004 135.50000000000003 0.86984754376058737 0.00014260681928130004 1.5000000000000002 0.86391694725028068 0.41202270381836947 0.82274865591397861 0.0013712961226701001 2.5000000000000004 2.5000000000000004 0.99766892194747936 306.50000000000006 5.5000000000000009 0.33460559796437661 455.50000000000006 2.5000000000000004 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 10 2 2 8 2 2 2 2 2 2 2 2 10 8 2 2 2 2 2 8 2 left_child=2 3 6 7 11 12 -1 17 14 10 -6 -4 23 -14 22 -8 -16 -2 24 -12 -13 -19 -5 -3 25 -9 27 -10 -28 -21 right_child=1 5 4 8 9 -7 15 18 26 -11 19 20 13 -15 16 -17 -18 21 -20 29 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.010048838919765973 0.00054250730489906012 0.0084165573444926322 -0.0034674258201839061 0.0041357767714373522 -0.0022404114385474799 0.011483534537164202 -0.0086637430419125062 0.0028804152181354965 0.0071646044407091582 -0.0044977969978093352 -0.00091560067530455894 -0.0064431802586899659 0.0075214086526959314 -0.01293754059151337 0.0039357279688851179 -0.0072526465467810507 0.0095737636628373899 0.003361726650118543 0.0018397444676591676 -0.0013050805526040421 -0.0047587230450690373 -0.0032611259249409599 0.00055446802147049847 0.0098661384104483177 -0.0044697472138123511 0.0054959165848797254 0.0058201446575883954 -0.010615447412593761 0.0015487147811557558 0.0036664901666533935 leaf_weight=15518.986834261566 2023.9371527172625 949.79596537351608 588.16775122657418 1070.3819069266319 1221.0768950767815 12954.369955524802 2033.9212445821613 721.27014801651239 912.2032465711236 273.81303568184376 1024.2507158629596 885.4135322496295 268.13397650420666 12.82497403025627 86.127071663737297 1442.4181799031794 107.9673073142767 321.46385139971972 852.14455898106098 75.693576227873564 962.93968686647713 32.288011141121387 110.56074529886246 1637.2248596400023 19.124598972499371 322.69469486922026 916.72027019411325 5.3244996368885031 79.844482943415642 132.42345063760877 leaf_count=564080 14119 5957 8451 5086 14303 125331 55231 3382 4577 4115 9389 17857 1715 53 399 32412 468 1833 4507 553 15822 246 560 12296 139 1816 4883 24 386 1190 internal_value=0 0.00854393 -0.00831469 0.00332438 -0.00326215 0.0110451 -0.0096882 0.00172532 0.00541145 -0.00165673 -0.00133966 -0.00505913 0.00906489 0.00658752 0.00426228 -0.00807824 0.00707195 0.000872014 0.00278468 -0.000447157 -0.00556563 0.00275724 0.00380049 0.00933394 0.00354211 0.00368888 0.00623698 0.00706143 0.00547792 0.0018583 internal_weight=0 23404.4 24159.1 7582.05 5163.78 15822.3 18995.3 4292.92 3289.13 2727.26 2453.44 2436.52 2867.98 280.959 1375.04 3476.34 194.094 2377.69 1915.23 1232.37 1848.35 353.752 1180.94 2587.02 1063.09 1043.96 1914.09 917.528 996.565 208.117 internal_count=911180 187777 723403 42425 71680 145352 651723 26042 16383 29550 25435 42130 20021 1768 6513 87643 867 16198 9844 11132 33679 2079 5646 18253 5337 5198 9870 4601 5269 1743 is_linear=0 shrinkage=0.01 Tree=249 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 4 3 10 4 4 10 10 2 2 2 10 10 4 10 4 2 3 4 2 3 2 2 split_gain=33331 3053.46 1677.26 249.175 147.248 139.604 111.288 58.729 24.2266 20.4056 19.3884 19.0198 18.0953 17.7246 16.8653 15.3965 13.0393 12.8087 14.5332 12.7494 12.2855 11.7167 11.4912 11.1693 10.5553 10.3776 9.47316 12.3187 30.0062 16.4146 threshold=0.049213243648409809 0.98755538463592529 0.00048551171494175006 0.78322452306747448 0.0043998162727802515 0.99989646673202526 2.9517374969145752e-05 0.3781151175498963 2.5000000000000004 21.500000000000004 0.015218299813568552 2.5000000000000004 1.5000000000000002 0.0013712961226701001 0.00014260681928130004 0.55594679186228502 0.82274865591397861 0.87439320388349528 0.8784809708595277 0.99766892194747936 1.5000000000000002 4.0456557144352709e-06 1.5000000000000002 0.8577380952380953 1.5000000000000002 2.5000000000000004 0.86391694725028068 29.500000000000004 0.50155279503105599 0.44136745607333844 decision_type=2 2 2 2 2 2 2 2 10 8 2 8 10 2 2 2 2 2 2 2 10 2 8 2 10 8 2 10 2 2 left_child=2 3 6 7 13 11 21 12 10 15 -6 19 26 -4 -8 -5 24 18 -11 -3 -17 -1 -9 -15 -12 -20 27 29 -29 -2 right_child=1 5 4 9 8 -7 14 22 -10 17 16 -13 -14 23 -16 20 -18 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.010177882729614417 -0.001489872086165567 0.0083656655757066729 -0.0059323171145449225 0.0061452481167089922 -0.0022215665891517316 0.011464751725481758 -0.0086443847969367594 0.003765848581934897 -0.0044687988111003878 0.0037438070668788757 0.021598851694205709 0.0065443883586832549 -0.0002080530785833988 -0.0045734900309751985 -0.007225822711957903 0.012352510001226287 0.0018373410594882515 0.0073775769557550145 0.0059752311717081678 0.0098254549534089151 0.0062138886842976505 -0.0094802578117751442 0.0020489321072426005 -0.0017485521923700489 -0.00095276846268897404 0.0031070992558590248 0.0031016628195456074 0.0029683889632315945 -0.00048332980295535429 0.001612974915867722 leaf_weight=12386.249944120646 309.14449800178409 946.03712785989046 1146.7515285592526 180.87625546008348 1219.1303855292499 12846.378592506051 2018.1702740360051 1474.0483376309276 272.8388238735497 521.99809892475605 2.0796792879700652 279.98785126209259 781.76939813047647 1119.7333607263863 1433.3406214509159 105.5855577737093 208.38233763352036 304.2797317057848 1286.4069917723536 1627.6122212633491 47.16627075523138 2988.2931557949632 529.97723080217838 159.95548943430185 1021.599612608552 139.86944294720888 338.48475909605622 816.53823661804199 364.17175092920661 380.14580462872982 leaf_count=469083 1822 5957 22170 911 14303 125331 55231 6997 4115 2515 20 1768 6188 17531 32412 449 1743 1469 6827 12296 230 94997 2817 2429 9369 687 1812 4430 2640 2631 internal_value=0 0.00850381 -0.00829459 0.00329184 -0.00323793 0.0110203 -0.009678 0.00198718 -0.00164213 0.00581132 -0.00132749 0.00901958 0.00109943 -0.00502946 -0.00805529 0.00811941 -0.000442802 0.00546947 0.00517146 0.00928886 0.010457 -0.0100423 0.0033118 -0.00422039 -0.000906953 0.00569396 0.00156226 0.00128362 0.00190376 0.000221358 internal_weight=0 23280.5 23976.5 7580.46 5150.47 15700 18826.1 4994.28 2724.03 2586.18 2451.19 2853.64 2990.25 2426.44 3451.51 333.628 1232.06 2252.55 1948.27 2573.65 152.752 15374.5 2004.03 1279.69 1023.68 1426.28 2208.49 1870 1180.71 689.29 internal_count=911180 187777 723403 42425 71680 145352 651723 29337 29550 13088 25435 20021 19523 42130 87643 1590 11132 11498 10029 18253 679 564080 9814 19960 9389 7514 13335 11523 7070 4453 is_linear=0 shrinkage=0.01 Tree=250 num_leaves=31 num_cat=0 split_feature=0 2 4 2 3 1 1 1 2 1 4 1 1 4 4 1 1 1 3 4 1 4 3 4 3 3 4 1 3 2 split_gain=1164.98 868.896 691.255 263.493 204.652 137.744 129.393 161.749 112.691 127.747 110.87 98.4203 269.562 162.078 144.728 80.591 74.5928 102.634 61.1275 60.8884 52.4037 50.6514 43.7902 42.0397 39.0925 53.8107 37.2265 41.9173 35.9124 33.7546 threshold=1.0000000180025095e-35 0.25108695652173912 2.5000000000000004 0.97385509227614497 26.500000000000004 0.49184758529020828 0.75110619469026563 0.98936170212765973 0.92342186961021067 0.091372912801484213 1.5000000000000002 0.49184758529020828 0.50144508670520238 1.5000000000000002 1.5000000000000002 0.50144508670520238 0.66751700680272119 0.65858556175923211 20.500000000000004 2.5000000000000004 0.98936170212765973 1.5000000000000002 27.500000000000004 1.5000000000000002 28.500000000000004 20.500000000000004 1.5000000000000002 0.28147007042253525 20.500000000000004 0.90943267259056748 decision_type=2 2 10 2 8 2 2 2 2 2 8 2 2 10 10 2 2 2 8 10 2 8 8 8 10 8 10 2 10 2 left_child=1 6 3 8 -2 -6 22 19 9 10 -3 14 13 -13 24 -7 17 -14 -9 -8 -17 -19 -1 28 25 -11 -24 -28 -5 -12 right_child=4 2 -4 23 5 15 7 18 -10 11 29 12 16 -15 -16 20 -18 21 -20 -21 -22 -23 26 -25 -26 -27 27 -29 -30 -31 leaf_value=0.00051642971888423426 -0.00050028814768891176 -0.0032157458435584409 -0.0055686071735845015 -0.0014240271903665333 0.0020788384158121277 0.0053852679643137183 -0.0010798743554560001 -0.0004992077550931758 -0.0048522505342409481 -0.0019482415982588451 0.0099866863829657267 -0.00014719935663160417 -0.0018783545501388644 0.0051240657584179063 -0.0037441487919654699 0.00094738872436474545 -0.004355420108706683 -0.00032364188419265139 0.0038106306638987382 -0.008552896153920941 0.0042727977809526455 0.0043016186195197056 0.0050931276683432855 0.0051166117249683294 -0.0017253796706068966 0.00072661196787509566 0.0059018755586711293 -0.00068336911970150909 0.0023206751349450871 -0.0013084073220960822 leaf_weight=303.63510939106345 1879.6513139810413 119.53886213898659 3988.1274404488504 316.90096681378782 6145.796049984172 2908.0070129763335 1009.5548312440515 420.5837865434587 904.58378386497498 1269.4537751115859 210.39622276462615 1218.0446173809469 3973.7900141049176 1119.3335763309151 3184.4905621409416 879.04263684898615 864.48433195054531 522.58654764294624 1512.7814904637635 122.22941361553967 1028.1515328213573 432.89644131436944 2048.2168478630483 428.72300700284541 6519.6451937127858 1845.3895675912499 155.08983417600393 256.56762533821166 1334.8192866463214 30.263487607240677 leaf_count=4077 34567 2734 136552 7016 77013 32436 20571 4054 29634 33105 3437 20720 91360 16450 89200 13298 22132 9934 14964 4107 12351 6324 22824 4772 140318 35145 1435 3739 16161 750 internal_value=0 -0.000985491 -0.00171001 -0.00107661 0.00254832 0.00307111 0.00253021 0.00111547 -0.00139531 -0.00124857 0.0046562 -0.00135009 -0.00048949 0.00237713 -0.00189597 0.00433757 -0.00164597 -0.00117079 0.00287307 -0.00188694 0.00274009 0.0017719 0.00409936 0.00232643 -0.00128509 -0.000363524 0.00454162 0.00179759 0.00160221 0.0085663 internal_weight=0 34112.1 28283.5 24295.3 12840.6 10961 5828.66 3065.15 22214.9 21310.3 360.199 20950.1 8131.14 2337.38 12819 4815.2 5793.76 4929.27 1933.37 1131.78 1907.19 955.483 2763.51 2080.44 9634.49 3114.84 2459.87 411.657 1651.72 240.66 internal_count=911180 741515 665744 529192 169665 135098 75771 43696 501243 471609 6921 464688 166920 37170 297768 58085 129750 107618 19018 24678 25649 16258 32075 27949 208568 68250 27998 5174 23177 4187 is_linear=0 shrinkage=0.01 Tree=251 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 3 2 10 10 10 10 2 2 2 10 10 10 2 2 3 3 2 2 2 2 3 2 split_gain=32831.7 3049.86 1676.61 245.176 145.407 141.831 112.262 57.5206 20.2771 18.1525 17.6024 16.9206 16.1449 15.9857 15.1989 13.4686 12.6101 14.3289 11.8669 11.4274 11.0628 10.2629 8.39356 8.1095 8.70764 9.07071 7.9729 7.92343 11.9668 6.95632 threshold=0.049213243648409809 0.98755538463592529 0.00048551171494175006 0.78322452306747448 0.0043998162727802515 0.99989646673202526 2.9517374969145752e-05 0.3781151175498963 21.500000000000004 0.82274865591397861 0.0013712961226701001 0.00014260681928130004 0.011652591172605703 0.99766892194747936 0.55594679186228502 0.86391694725028068 0.87439320388349528 0.8784809708595277 4.0456557144352709e-06 0.13270235061645502 0.8577380952380953 0.68783602150537648 29.500000000000004 23.500000000000004 0.99938118811881205 0.93364779874213844 0.84654631083202525 0.8238526179702651 29.500000000000004 0.70853559870550176 decision_type=2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 2 2 10 10 2 2 2 2 10 2 left_child=2 3 6 7 10 13 18 15 14 12 -4 -8 -6 -3 -5 19 17 -10 -1 21 -12 -2 -19 24 25 -17 -9 28 -11 -16 right_child=1 5 4 8 9 -7 11 26 16 27 20 -13 -14 -15 29 23 -18 22 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010172762378265365 0.00043152010468372178 0.0079954251290968743 -0.0059018959214240645 0.0060990423637100194 -0.0030401921543918094 0.011445993075178055 -0.0086242813583389585 0.0029977383673922588 0.0037049722996486201 0.033221778852176177 -0.0045443658499121544 -0.0071980537176744843 -0.0013129887556044212 0.0095495034285307794 0.013099533622835691 0.0021536695677860473 0.0073146106984477832 0.0044444658172342185 -0.0094671910402594241 0.0013920070103460706 -0.0017298356054151493 -0.0023305885763530692 0.0061349681596880572 0.0021029605861537745 0.00045398464775679319 0.01119065755135124 0.0047086608003550938 5.8684886284331816e-05 0.0011949331268762181 0.0087059465577695814 leaf_weight=12249.349162425846 948.37674727290869 1051.7711491733789 1140.5610980670899 180.57940558344126 892.78922247514129 12722.047946348786 2001.1854716539383 1678.2895981892943 521.48294716328382 1.8128833062946785 1115.3357336055487 1423.5768933277577 1374.1822552792728 1785.558420792222 58.346113726496696 16.876102063804865 303.51977299153805 414.37839724868536 2959.6587492637336 1438.1008060127497 159.64345631748438 156.75553093850613 1008.5763291940093 375.96083705127239 21.319860674440861 32.490171857178211 325.1330704241991 447.84225419536233 3.2729795277118683 94.244995631277561 leaf_count=469083 6944 6555 22170 911 11449 125331 55231 8334 2515 26 17531 32412 13567 13466 250 124 1469 2136 94997 8561 2429 1480 5378 2147 106 161 1480 4463 45 429 internal_value=0 0.00846176 -0.00827286 0.00325776 -0.00321379 0.0109951 -0.00966713 0.00196423 0.00576013 -0.00162804 -0.00499935 -0.00803144 -0.0019932 0.00897342 0.00806242 0.00108566 0.00541891 0.005123 -0.0100355 0.000804392 -0.00419195 3.97337e-05 0.00564268 0.00268723 0.00579478 0.00810132 0.0032754 0.000199634 0.0126111 0.0103859 internal_weight=0 23133.8 23769.2 7574.43 5135.44 15559.4 18633.8 4993.3 2581.13 2719.9 2415.54 3424.76 2266.97 2837.33 333.171 2989.88 2247.96 1944.44 15209 2543.23 1274.98 1105.13 1422.95 446.647 70.6861 49.3663 2003.42 452.928 5.08586 152.591 internal_count=911180 187777 723403 42425 71680 145352 651723 29337 13088 29550 42130 87643 25016 20021 1590 19523 11498 10029 564080 16985 19960 8424 7514 2538 391 285 9814 4534 71 679 is_linear=0 shrinkage=0.01 Tree=252 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 9 9 9 9 9 10 4 9 9 2 9 9 9 3 2 2 4 2 4 9 9 10 9 split_gain=32387.9 3047.35 1677.22 241.149 144.147 143.717 113.266 93.3797 55.1779 50.5807 48.4526 40.0539 38.108 31.6429 32.3829 25.1218 24.8067 22.8309 21.144 20.3207 18.9821 21.2013 35.0572 18.4565 17.6189 17.2939 17.375 16.8934 15.0645 14.7643 threshold=0.049213243648409809 0.98755538463592529 0.00048551171494175006 0.78322452306747448 0.99989646673202526 0.0043998162727802515 2.9517374969145752e-05 5.2550000000000008 5.4450000000000012 5.455000000000001 5.1950000000000012 5.5250000000000012 0.18897357583045957 1.5000000000000002 7.6900000000000004 5.4250000000000007 0.22271825396825398 3.0050000000000003 2.8250000000000006 5.2950000000000008 28.500000000000004 0.31281565656565663 0.31838294448913923 2.5000000000000004 0.88029850746268667 2.5000000000000004 3.3550000000000004 6.1150000000000011 0.020015737973153553 8.1200000000000028 decision_type=2 2 2 2 2 2 2 8 8 8 8 8 2 8 10 8 2 10 10 10 10 2 2 10 2 10 10 10 2 10 left_child=2 3 6 7 17 9 -1 12 23 -4 -5 -8 -2 14 27 -15 -10 -3 -6 -19 21 -14 -23 28 29 26 -22 -9 -7 -17 right_child=1 4 5 10 18 8 11 13 16 -11 -12 -13 20 15 -16 24 -18 19 -20 -21 25 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010028938831532679 -0.00033733137241337944 0.010089419364598059 -0.0058479421758529104 0.0045460798079805529 0.011122531393779814 -0.0029197869658638747 -0.0085629922105300103 0.0049180569356554573 -0.002293461611519334 -0.0025755111775801944 0.0073249248989332204 -0.0058845473105967015 -0.0040688337702526004 -0.0030563110667529247 0.010174085584389156 0.0028274553099087913 0.001862643646730785 0.0070003280307095374 0.011976989085021079 0.0091665986368026538 0.0011741948939688318 0.0248835713976596 0.00072345088288329636 -0.0056137554837260009 0.0075259043208974587 -0.0016950096992660985 0.003292557283537458 0.00069307879297483691 -0.0010589731359078678 -0.0033074074063884759 leaf_weight=15067.416786691174 1273.4529879689217 1058.1521801501513 1760.098352368921 1498.1677120923996 8111.4218362346292 1094.9847730956972 2696.289746535942 791.97506644949317 196.73041104897857 645.5683461483568 1079.6397960484028 704.11391573026776 101.09986916184425 82.847292970865965 109.44741141796112 313.08851890638471 531.90753374248743 761.77557568252087 4504.2088237851858 1003.4001587033272 605.16948492825031 6.1241474449634543 311.09869627654552 171.34161770343781 70.568668000400066 102.83341217041016 1074.9401768743992 107.48205271363258 721.87866595387459 44.847848206758499 leaf_count=564080 9357 10412 33701 7150 91290 13779 72289 4511 1108 8429 5938 15354 484 751 505 1896 4869 3860 34041 5749 2672 31 1670 2955 367 735 5630 528 6839 200 internal_value=0 0.00842187 -0.00825259 0.00322589 0.0109705 -0.00318975 -0.0096569 0.00194393 -0.00161359 -0.00496977 0.00570992 -0.00800837 0.00103954 0.00401103 0.00503814 0.00198454 0.000740506 0.00892797 0.0114276 0.00823173 0.00183607 -8.10457e-05 0.00118987 -0.00247633 0.00295914 0.00228588 0.00252953 0.00441319 -0.00218045 0.00205878 internal_weight=0 23011.7 23590.3 7572.78 15439 5122.51 18467.8 4994.98 2716.84 2405.67 2577.81 3400.4 3474.72 1520.26 1008.9 511.352 728.638 2823.33 12615.6 1765.18 2201.27 418.323 317.223 1988.21 428.505 1782.94 1680.11 899.457 1816.86 357.936 internal_count=911180 187777 723403 42425 145352 71680 651723 29337 29550 42130 13088 87643 20579 8758 5544 3214 5977 20021 125331 9609 11222 2185 1701 23573 2463 9037 8302 5039 20618 2096 is_linear=0 shrinkage=0.01 Tree=253 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 9 9 9 9 9 10 2 9 4 9 9 9 9 4 4 4 2 4 9 9 9 9 3 split_gain=31950.2 3044.52 1677.52 237.332 153.596 146.288 103.223 79.5181 58.8041 54.8965 54.2194 37.3736 26.4692 24.3043 23.3901 22.7553 28.3041 22.567 20.2169 20.2014 18.4941 19.3823 18.2535 17.0386 16.3259 40.1485 58.5045 29.2252 18.4384 16.1684 threshold=0.049213243648409809 0.98755538463592529 0.00042608799412840006 0.65440738201141369 0.0043998162727802515 0.99989646673202526 2.9517374969145752e-05 5.2550000000000008 5.2150000000000007 5.455000000000001 5.4450000000000012 5.705000000000001 0.18897357583045957 0.22271825396825398 3.0050000000000003 1.5000000000000002 7.6900000000000004 5.4250000000000007 5.2950000000000008 2.8250000000000006 2.5000000000000004 10.500000000000002 2.5000000000000004 0.88589511754068717 1.5000000000000002 7.6450000000000005 6.1150000000000011 6.1250000000000009 8.1200000000000028 28.500000000000004 decision_type=2 2 2 2 2 2 2 8 8 8 8 8 2 2 10 10 10 8 10 10 10 8 10 2 8 10 10 10 10 10 left_child=2 3 6 7 9 14 -1 12 20 -4 22 -8 -2 -12 -3 16 -9 -17 -16 -7 -5 -22 -6 -19 25 26 -10 -28 -26 -14 right_child=1 5 4 8 10 19 11 15 24 -11 13 -13 29 -15 18 17 -18 23 -20 -21 21 -23 -24 -25 28 -27 27 -29 -30 -31 leaf_value=-0.010022403851421531 -0.00033401875047575229 0.010064686494764604 -0.00591113262059064 0.0043714509703390962 -0.0021621836266373365 0.011109409184928537 -0.0085509946120855707 0.0040379301231566632 0.00806920171178384 -0.0025854749581753068 -0.0022723435935628391 -0.0057363142827080897 -0.00041590013602321718 0.0018420781238814043 0.006949165286018715 -0.003201093808001227 0.0098404088829824963 0.0019542602181117051 0.0091135268527689182 0.011947963686093967 -0.0013152526162340528 0.011224887616126588 -0.0055842203531744176 0.0079430675819041167 0.0061437536448957246 0.014174594139810648 -0.0080161082910533473 0.0035461557837149862 0.00025902437928690652 0.0020322287225606828 leaf_weight=14927.171567827463 1273.2227417379618 1050.18491576612 1858.0470248293132 1852.2686933726072 1813.9047335013747 8040.1500094458461 2663.3027158547193 756.89965589344501 647.27777656167746 677.27775554917753 196.57392623275518 573.29082309268415 333.73122393339872 532.46463582664728 759.72059796005487 73.078673891723156 94.569741070270538 302.05980015546083 999.17218613624573 4470.1701355427504 100.24182233959436 14.053317472338675 170.52945674210787 56.372358240187168 411.11387248337269 86.109800919890404 31.973062545061111 69.122759968042374 61.16571106761694 1407.6766252443194 leaf_count=564080 9357 10412 36228 8742 20618 91290 72927 4302 3797 9025 1108 11593 1802 4869 3860 703 443 1812 5749 34041 474 65 2955 301 2128 356 166 298 357 7322 internal_value=0 0.00838217 -0.00823246 0.00319442 -0.003253 0.010946 -0.00967138 0.00164922 0.00522314 -0.00502273 -0.00159947 -0.00805244 0.000761832 0.000732688 0.00888377 0.00373432 0.00468239 0.00186355 0.00817867 0.011409 0.00413056 0.000226638 -0.00245625 0.00289615 0.00686738 0.00770825 0.00696422 -0.000110583 0.00538161 0.00156306 internal_weight=0 22890.3 23412.6 7570.94 5248.8 15319.4 18163.8 4297.61 3273.33 2535.32 2713.47 3236.59 3014.63 729.039 2809.08 1282.98 851.469 431.511 1758.89 12510.3 1966.56 114.295 1984.43 358.432 1306.76 834.483 748.374 101.096 472.28 1741.41 internal_count=911180 187777 723403 42425 74803 145352 648600 26042 16383 45253 29550 84520 18481 5977 20021 7561 4745 2816 9609 125331 9281 539 23573 2113 7102 4617 4261 464 2485 9124 is_linear=0 shrinkage=0.01 Tree=254 num_leaves=31 num_cat=0 split_feature=5 4 4 2 2 2 3 2 5 2 2 2 4 2 0 0 7 5 4 2 5 3 2 5 5 2 2 2 5 4 split_gain=2458.96 337.598 298.343 229.378 220.306 274.667 230.851 161.566 147.89 131.486 119.692 114.563 92.8205 91.3665 82.2168 81.6756 77.6102 73.0571 68.8803 67.7893 61.9083 54.2508 46.2504 50.8157 45.1721 43.2457 47.1567 40.191 37.9161 36.9016 threshold=3.5000000000000004 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 0.51530771633864425 0.48846085567193326 27.500000000000004 1.0000000180025095e-35 52.500000000000007 0.90045045045045058 0.33477011494252878 0.20112359550561798 1.5000000000000002 0.97156334231805941 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 0.92890109890109895 1.5000000000000002 22.500000000000004 0.35319472616632858 143.50000000000003 1.5000000000000002 0.76506899055918665 0.75937646507266776 0.90943267259056748 273.50000000000006 1.5000000000000002 decision_type=2 10 10 2 2 2 8 2 2 2 2 2 8 2 2 2 2 2 10 2 2 10 2 2 2 2 2 2 2 8 left_child=2 11 4 -3 5 6 16 -4 15 17 24 -2 21 14 19 -5 20 25 -10 22 -1 -11 -13 -24 -8 26 29 -14 -15 -6 right_child=1 3 7 8 9 -7 10 -9 18 12 -12 13 27 28 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00025331039416825199 0.0010490376083680359 0.0044760204685067783 0.0025676474437379376 -0.0039613732322114729 0.0015595916905186231 0.0049897783768051542 0.0035174454550137373 -0.003549832139461848 -0.0051645111155612013 -0.0031875418163091239 0.00014574183962643607 -0.0045321663099741139 0.0096660045637500785 0.0018721430446438727 0.00088974167903321181 0.0015688487562650747 0.01085983970991548 -0.0020137938986593217 -0.0081728246393543251 -0.0058145169475253859 -0.0047739976233226247 0.0022861772525522633 -0.0016722651598390338 -0.0034549856451376801 0.00093858456486827077 -0.0013346349320906509 0.0077526387090136361 0.0043976588332681902 -0.007141293476543709 -0.00082668428483781149 leaf_weight=1976.3274490199983 1290.0131117533892 269.98537827096879 616.92102994024754 3050.8848881907761 2629.3900678735226 4601.2408436555415 7373.4084166605026 1438.1350866500288 1694.8749930933118 206.72241717576981 1433.5963551979512 888.99950018152595 205.76977464184165 701.67328231222928 735.39305829070508 292.67840623669326 57.041898511350155 1288.2211827281862 1381.4982420299202 606.72246878966689 357.76597861200571 1459.0203787256032 6188.9022627025843 2155.9333531651646 748.14492525532842 852.28701381199062 105.65476953051984 488.73783738538623 49.99593018181622 860.00029762834311 leaf_count=29976 18284 3126 7580 92929 36830 54680 86539 32566 59723 4599 24419 25040 3437 11041 13213 5212 836 25902 65169 22673 10389 16519 146440 60905 11430 16706 1017 5492 1344 17164 internal_value=0 -0.00273742 0.00194723 -0.00455342 0.00225249 0.00291383 0.00211426 -0.00171339 -0.00493314 0.000900731 0.00280966 -0.00177457 0.00288737 -0.00209613 -0.00233556 -0.00347729 -0.000664593 8.32048e-05 -0.00651545 -0.00257659 -0.000946234 0.00160688 -0.00236384 -0.00213284 0.00327988 0.000690625 0.00117076 0.00595857 0.00127263 0.000971467 internal_weight=0 19307.6 26698.4 6689.92 24643.3 16547.5 11946.3 2055.06 6419.94 8095.8 9555.15 12617.6 2360.25 11327.6 10576 3343.56 2391.14 5735.55 3076.37 9840.56 2334.09 1665.74 9233.84 8344.84 8121.55 4447.33 3595.05 694.508 751.669 3489.39 internal_count=911180 525099 386081 226159 345935 218269 163589 40146 223033 127666 122388 298940 30047 280656 268271 98141 41201 97619 124892 255058 40365 21118 232385 207345 97969 71717 55011 8929 12385 53994 is_linear=0 shrinkage=0.01 Tree=255 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 3 1 2 3 5 5 10 10 10 5 2 2 10 10 5 2 1 2 10 2 5 split_gain=31464.1 3040.18 1676.29 234.157 151.649 148.323 104.074 54.9356 20.1552 19.8251 24.4383 17.68 21.7018 17.6638 17.3114 16.3675 15.7159 14.5235 14.1508 12.74 12.4508 13.839 12.3678 11.3343 16.5275 10.9975 10.9974 10.8469 10.7843 11.7802 threshold=0.049213243648409809 0.98755538463592529 0.00042608799412840006 0.78322452306747448 0.0043998162727802515 0.99989646673202526 2.9517374969145752e-05 0.3781151175498963 0.0013712961226701001 21.500000000000004 0.90508365508365518 0.82274865591397861 42.000000000000007 956.50000000000011 762.50000000000011 0.99766892194747936 0.011652591172605703 0.00014260681928130004 6.5000000000000009 0.86391694725028068 0.87439320388349528 0.8784809708595277 4.0456557144352709e-06 1.0000000180025095e-35 0.8238526179702651 0.051836094939543158 0.8577380952380953 0.13270235061645502 0.99261982570806107 113.50000000000001 decision_type=2 2 2 2 2 2 2 2 2 8 2 2 8 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 6 7 8 13 22 19 -4 10 18 12 16 15 20 -3 -6 -8 -5 27 21 -11 -1 -13 -25 28 -10 -2 29 -26 right_child=1 5 4 9 11 -7 17 -9 26 14 -12 23 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-0.010157956463729167 2.179713669198087e-05 0.0078801963555941591 -0.0058858198825510345 0.0067490766658662837 -0.0030119406325469144 0.011390187284651089 -0.0085679976571519118 0.003180500543843215 -0.0044523861513598526 0.0036343328581809504 -0.0018695358683287816 -0.0019336261670119892 0.033402798566529328 -0.0076436482344311961 -0.0098615265510189933 0.0094664912744973403 -0.0013031800680702395 -0.0071898680236303393 0.011066323536773757 0.0025965239341161671 0.0072191081643944409 0.005544987274592547 -0.0094273148374540185 0.02595613379745397 0.0083565907355334576 -0.0011878809594925168 -0.0016323569312491732 0.0013391563674144519 0.0011292466641650721 -0.0063378523956386604 leaf_weight=11885.117036921903 1104.8591857329011 1034.7376700639725 1263.6142762620002 172.56246250867844 887.2598125860095 12387.13761812076 1955.755333641544 2003.3597573414445 1101.9921753015369 518.35505621880293 23.796173959970474 158.78601905331016 1.7352406345307816 6.4866527020931235 7.5297866314649573 1751.4040652886033 1368.2901541404426 1255.6625867448747 135.56752057373524 447.60916946083307 300.77140507102013 1410.9746689349413 2877.72254723683 2.7118383087217799 45.442131347954273 118.6490295752883 158.13146290928125 1439.1831879541278 120.31575753539801 6.200026422739028 leaf_count=469083 8424 6540 25293 884 11446 125331 55231 9814 17531 2503 130 1362 9 29 37 13452 13561 29289 576 2538 1464 7494 94997 40 363 1673 2429 8561 1015 81 internal_value=0 0.00833993 -0.00821047 0.00316085 -0.00322959 0.0109208 -0.00966063 0.00189895 -0.0049934 0.00561386 0.00789448 -0.00158663 -0.00194815 0.00883899 0.00527556 0.00887736 -0.00197535 -0.00802915 0.00864853 0.00104076 0.00532667 0.00503165 -0.0100155 0.000218374 0.00138334 0.00115404 -0.0040985 0.000767037 0.00276994 0.00659241 internal_weight=0 22744.3 23207.4 7564.57 5233.13 15179.8 17974.3 4995.01 2523.74 2569.56 331.926 2709.39 2257.29 2792.63 2237.63 2786.14 2255.55 3211.42 308.13 2991.65 2230.1 1929.33 14762.8 452.105 293.319 290.607 1260.12 2544.04 171.958 51.6422 internal_count=911180 187777 723403 42425 74803 145352 648600 29337 45253 13088 1590 29550 25016 20021 11498 19992 25007 84520 1460 19523 11461 9997 564080 4534 3172 3132 19960 16985 1459 444 is_linear=0 shrinkage=0.01 Tree=256 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 4 10 4 5 2 10 4 10 4 10 10 10 2 2 5 5 1 5 4 2 4 5 split_gain=31037.9 3037.18 1676.84 230.3 150.619 149.885 105.002 53.8316 22.6956 20.0293 19.2114 50.3174 18.5967 18.4373 16.4873 14.9203 16.1816 14.5743 13.4754 12.5226 12.4464 12.189 11.9618 20.2248 12.1418 11.5333 11.3494 10.8654 10.4918 13.295 threshold=0.049213243648409809 0.98755538463592529 0.00042608799412840006 0.78322452306747448 0.99989646673202526 0.0043998162727802515 2.9517374969145752e-05 0.3781151175498963 2.5000000000000004 0.0013712961226701001 2.5000000000000004 135.50000000000003 0.86391694725028068 0.015218299813568552 1.5000000000000002 0.94052824378013633 1.5000000000000002 0.00014260681928130004 0.99766892194747936 4.0456557144352709e-06 0.82274865591397861 0.20112359550561798 80.500000000000014 1.0000000180025095e-35 0.56014184397163136 1.0000000180025095e-35 7.5000000000000009 0.8577380952380953 1.5000000000000002 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 10 2 8 2 2 2 10 2 8 2 2 2 2 2 2 2 2 2 8 2 8 2 left_child=2 3 6 7 10 9 19 14 13 -4 18 -12 15 -7 22 16 -5 -8 -3 -1 -15 -18 23 -2 -25 -22 -23 -11 29 -9 right_child=1 4 5 12 -6 8 17 28 -10 27 11 -13 -14 20 -16 -17 21 -19 -20 -21 25 26 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.010153070473683572 0.00062642234912989845 0.0081115435835202518 -0.0058561941462292426 0.0051818592811873777 0.011372364618793261 -0.0021448208121028563 -0.00854837123556473 0.002447812690465173 -0.0043344008647401931 -0.0044235076138140258 0.0072307939816347111 -0.013057970418566102 0.0076422424921909985 -0.00086081508439967596 -0.0002194889017800862 0.0060884397517350503 0.0063970493190875838 -0.0071630976731385226 0.009631289413471928 -0.0094146174046910985 -0.0012969916684814938 0.0018650876712230241 -0.00068786717019400179 0.0032442743338815428 0.00073473834206122014 0.0035956991506517935 -0.014745983465305366 -0.0016182038644607264 0.0019414380479094466 0.0043773293339344011 leaf_weight=11772.492405638099 911.31496287882328 925.46414139121771 1257.3382313717157 831.01638429611921 12283.007105451077 1210.2905604802072 1940.718587975949 607.63459376245737 268.06437540799379 1098.1141107846051 261.80839202553034 12.822504684329031 368.96832849830389 1019.5952633172274 780.61986346542835 1036.0355637073517 66.339699849486351 1247.7913083769381 1578.7293312326074 2852.9120576288551 75.600670393556356 259.74220263212919 229.99027617275715 818.62245732545853 252.18830419704318 132.82715100422502 4.1793649047613135 157.92042777128518 530.2132361009717 866.10086964815855 leaf_count=469083 4845 5957 25293 4061 125331 14303 55231 2837 4115 17531 1715 53 1768 9389 6188 5638 322 29289 12296 94997 553 1279 1891 4936 1663 1190 20 2429 2817 4160 internal_value=0 0.00830045 -0.00819002 0.00312991 0.0108967 -0.00320555 -0.00965055 0.00187933 -0.00157254 -0.00496396 0.00879429 0.00628351 0.00556486 -0.0012689 0.00102998 0.00521603 0.0044377 -0.00800626 0.00906964 -0.010009 -0.000405636 0.00256522 0.0014709 0.00172138 0.00265325 0.00182103 0.00160204 -0.0040708 0.00314777 0.00358177 internal_weight=0 22624.8 23033.7 7562.97 15061.8 5219.75 17813.9 4996.68 2706.38 2513.37 2778.82 274.631 2566.28 2438.31 2992.74 2197.31 1161.28 3188.51 2504.19 14625.4 1228.02 330.261 2212.12 1982.13 1070.81 208.428 263.922 1256.03 2003.95 1473.74 internal_count=911180 187777 723403 42425 145352 74803 648600 29337 29550 45253 20021 1768 13088 25435 19523 11320 5682 84520 18253 564080 11132 1621 13335 11444 6599 1743 1299 19960 9814 6997 is_linear=0 shrinkage=0.01 Tree=257 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 9 9 9 9 9 10 4 9 5 9 9 5 9 9 4 4 5 9 5 5 4 5 9 split_gain=30617.6 3033.9 1677.28 226.564 152.866 148.13 105.931 90.045 55.0928 53.3421 47.5154 38.2276 35.3171 29.6365 30.7558 25.6657 25.284 24.1197 20.9803 21.4991 17.7754 17.606 17.1341 16.7217 16.3976 23.2938 17.7308 16.1559 15.8441 15.7632 threshold=0.049213243648409809 0.98755538463592529 0.00042608799412840006 0.78322452306747448 0.99989646673202526 0.0043998162727802515 2.9517374969145752e-05 5.2550000000000008 5.455000000000001 5.4450000000000012 5.1950000000000012 5.705000000000001 0.18897357583045957 1.5000000000000002 7.6900000000000004 1.5000000000000002 3.0050000000000003 5.4250000000000007 956.50000000000011 5.2950000000000008 2.8250000000000006 2.5000000000000004 2.5000000000000004 507.50000000000006 6.1150000000000011 9.5000000000000018 103.50000000000001 1.5000000000000002 12.500000000000002 4.8650000000000011 decision_type=2 2 2 2 2 2 2 8 8 8 8 8 2 8 10 2 10 8 2 10 10 10 10 2 10 2 2 10 2 10 left_child=2 3 6 7 16 8 -1 12 -4 21 -5 -8 -2 14 24 -11 -3 -15 19 -18 -6 -7 29 -12 -9 -26 -27 -17 -16 -14 right_child=1 4 5 10 20 9 11 13 -10 15 23 -13 22 17 28 27 18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.010002519623898974 -0.00035308679709009978 0.0099943102655940946 -0.0058323062320730437 0.0043626341926758247 0.011069078013662777 -0.0021231282245754066 -0.0084940814557867735 0.0047706244797074138 -0.0024828335816372564 -0.0011744070261864468 0.007260421379719155 -0.0056191844385217815 0.0013977786849274862 -0.0030230954781347887 0.0013173742520659957 0.0040514082546448298 0.0068019640612419496 0.0028809690845403749 -0.011605340999482287 0.0090500508895141277 0.011865654397007357 -0.0055045172725871842 -0.0018722871300325592 -0.0042490868944858378 -0.0031071189633983982 0.010286731133529523 -0.0045152141530729554 -0.00035916754084742454 0.011556734166331612 0.003316753614666042 leaf_weight=14489.248406596482 1273.8463525660336 1026.8254047706723 1832.2287402302027 1491.1810954585671 7812.1396240517497 1807.1398973800242 2603.3615802619606 791.74865900725126 670.873555643484 353.96074751392007 1058.7668783664703 562.44914029538631 1477.2222947403789 82.517011556774378 18.084393739700317 249.38880009204149 750.22267983108759 428.56285981461406 5.432889685034751 982.50154410302639 4367.4514343217015 168.3243282623589 124.0204566270113 12.775436908006666 65.691256210207939 31.047729209065437 10.945650756359099 124.51576426997781 91.943114042282104 602.71155603975058 leaf_count=564080 9357 10412 36228 7150 91290 20618 72927 4511 9025 2107 5876 11593 7085 751 89 2270 3853 2463 23 5733 34041 2955 890 62 291 167 70 1600 416 3247 internal_value=0 0.00826125 -0.00816954 0.0030994 0.0108728 -0.00318167 -0.00964045 0.00185991 -0.00493459 -0.00155859 0.0055169 -0.00798332 0.000972424 0.00388979 0.00488317 0.000755579 0.00875016 0.00192772 0.00801517 0.00807669 0.0113547 -0.00241125 0.00173854 0.0071232 0.00427267 0.000611481 0.00642858 0.00258262 0.00987377 0.00195385 internal_weight=0 22505.6 22861.5 7561.06 14944.6 5206.43 17655.1 4998.34 2503.1 2703.33 2562.72 3165.81 3477.8 1520.54 1009.46 727.865 2764.98 511.08 1738.16 1732.72 12179.6 1975.46 2203.95 1071.54 899.433 107.685 41.9934 373.905 110.028 2079.93 internal_count=911180 187777 723403 42425 145352 74803 648600 29337 45253 29550 13088 84520 20579 8758 5544 5977 20021 3214 9609 9586 125331 23573 11222 5938 5039 528 237 3870 505 10332 is_linear=0 shrinkage=0.01 Tree=258 num_leaves=31 num_cat=0 split_feature=9 5 9 9 9 9 9 1 9 1 0 5 5 9 9 5 5 9 1 0 5 3 1 9 1 9 9 9 5 3 split_gain=7436.71 718.155 641.436 259.85 258.846 357.845 174.811 166.965 131.86 128.639 140.238 124.713 111.539 103.855 80.8405 77.2106 91.8078 72.7489 89.8154 121.684 68.2668 67.6639 67.2202 61.3719 61.2548 60.457 59.7011 141.917 102.758 58.1225 threshold=3.1750000000000003 30.500000000000004 2.1250000000000004 4.2350000000000012 5.5950000000000006 4.3750000000000009 8.4800000000000022 0.028778467908902653 6.9850000000000012 1.0000000180025095e-35 1.0000000180025095e-35 30.500000000000004 1.5000000000000002 7.0550000000000006 8.1200000000000028 15.500000000000002 1.0000000180025095e-35 2.1250000000000004 0.75110619469026563 1.0000000180025095e-35 18.500000000000004 19.500000000000004 0.37263814616755792 2.6750000000000003 0.1676706827309237 5.955000000000001 5.9350000000000014 9.0500000000000025 154.50000000000003 29.500000000000004 decision_type=10 2 10 10 10 10 10 2 10 2 2 2 2 10 10 2 2 8 2 2 2 8 2 10 2 10 10 10 2 10 left_child=2 4 11 -3 5 -2 8 25 20 10 -7 17 -11 -10 -15 16 24 -1 -19 21 -6 -20 -17 -4 -8 -5 -9 28 -28 -13 right_child=1 3 23 7 6 9 15 26 13 12 -12 29 -14 14 -16 22 -18 18 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0058268794081430698 -0.00041757190823095208 -0.0016126740805637099 0.0042304238204073398 -0.0054311880173371378 0.00021462537656155987 0.00090568367197188125 0.0093900230061918118 -0.0074515761430743134 0.0087153781241315568 -0.0032249684847607996 -0.0037762212696874887 0.0066333476186943921 -0.0055091503399627749 -0.0012997383044645553 0.0050525155189373788 0.002099312310597741 -0.0079656567833668902 0.0083966776221797209 -0.0026725299298692717 0.009514247321674699 -0.0052985117963278931 0.004521581600421154 -0.0075118229534993112 0.0022393998565374026 -0.0047326659631501556 0.0025488285166917792 -0.00060420121587959541 -0.0097642655157125901 -0.0068389575367042675 0.001397219863625436 leaf_weight=2383.6435502171516 4691.4557510688901 1319.9649732466787 2409.9263824000955 148.03908810950816 2395.4212544038892 1122.0284912772477 56.221364371478558 4638.5003781914711 310.22024619020522 4546.6062475014478 1488.4814669769257 344.050327565521 4035.0866171438247 397.61219685152173 403.80652493238449 290.86131154000759 486.93538555689156 5404.8440040461719 177.83509228378534 413.04845906049013 247.83901470527053 493.66174997389317 97.050312209874392 4329.4417092017829 67.686884932219982 264.67292470857501 634.44693095237017 472.81570135243237 453.16290630400181 552.31574085727334 leaf_count=24130 67849 27777 22628 3467 40440 12647 639 196639 4469 104662 24936 3061 132156 8817 4653 7222 20009 62123 1499 5180 7601 4896 3640 43733 1496 5254 19580 26708 17523 5746 internal_value=0 -0.00310614 0.00532462 -0.0056636 -0.00212323 -0.00273591 -7.60513e-05 -0.00647234 0.00091296 -0.00370769 -0.00176388 0.0069618 -0.00429898 0.00380261 0.00190094 -0.00379432 -0.00601002 0.00732091 0.00786968 0.0052434 -0.000302301 0.00261634 -0.000305265 0.00295137 0.00167528 -0.00031359 -0.00688237 -0.00519037 -0.00320197 0.00340699 internal_weight=0 28568.9 16508.8 7931.6 20637.3 15883.7 4753.65 6611.64 3754.9 11192.2 2610.51 9769.4 8581.69 1111.64 801.419 998.755 610.844 8873.03 6489.39 1084.55 2643.26 671.497 387.912 6739.37 123.908 412.712 6198.93 1560.43 1087.61 896.366 internal_count=911180 738184 172996 296948 441236 342250 98986 269171 65980 274401 37583 106635 236818 17939 13470 33006 22144 97828 73698 11575 48041 6395 10862 66361 2135 8721 260450 63811 37103 8807 is_linear=0 shrinkage=0.01 Tree=259 num_leaves=31 num_cat=0 split_feature=5 4 4 1 1 1 1 2 1 5 1 2 0 0 0 4 5 4 2 4 5 5 2 5 2 2 1 4 4 0 split_gain=2276.65 322.163 280.125 230.29 222.978 207.836 177.406 152.152 147.02 145.491 107.272 87.1343 81.3804 77.544 73.7623 72.9118 70.0551 67.1003 64.1747 59.992 57.8309 47.0217 44.3619 48.0065 39.8209 44.9602 37.0611 35.7512 34.0317 54.9278 threshold=3.5000000000000004 1.5000000000000002 2.5000000000000004 0.48581488933601619 0.98936170212765973 0.50144508670520238 0.66522988505747138 1.0000000180025095e-35 0.091372912801484213 52.500000000000007 0.028778467908902653 0.20112359550561798 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 0.92890109890109895 1.5000000000000002 1.5000000000000002 273.50000000000006 0.35319472616632858 143.50000000000003 0.76506899055918665 0.75937646507266776 0.087337909992372217 5.5000000000000009 1.5000000000000002 1.0000000180025095e-35 decision_type=2 10 10 2 2 2 2 2 2 2 2 2 2 2 2 8 2 10 2 10 2 2 2 2 2 2 2 10 8 2 left_child=2 10 3 8 9 -5 -7 27 12 14 21 -12 15 18 -3 -1 24 -11 22 -14 -8 -2 -13 -24 25 28 -17 -4 -10 -30 right_child=1 4 7 5 -6 6 20 -9 16 17 11 13 19 -15 -16 26 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=0.002619527378992082 0.001865886185729985 -0.0038468016499330271 0.00034010583614183957 0.0049112282560200317 0.0055633547938976572 -0.00046533983583716597 0.0035094984429873744 -0.0034951156489066142 0.0015087997054197342 -0.0050639531477116289 0.00085170026137793356 -0.0044522451050368226 0.0018250540279758365 0.00089391217392122808 0.001273007687136708 0.0049462929985894131 -0.002002926946835563 -0.0080795458977161328 -0.005725876108473903 -0.0016214926370835138 1.8663107042023105e-06 -0.0076162697651462885 -0.0016205957772373258 -0.0033753348068303918 -0.001274143777227634 0.0076229401031509764 0.010136128999508543 0.0052374188506330247 -0.0019257736722179141 0.004987917536400265 leaf_weight=2147.7446454130113 981.0051241889596 2991.4329343773425 337.43713990598917 4462.7596311308444 214.21156640723348 1894.1641957312822 4404.6543095801026 1407.2172769140452 2581.7572485227138 1651.2838073894382 977.83082001283765 866.63109453208745 3738.8701480142772 719.88034562207758 310.62155160866678 517.73546735756099 1267.1411959547549 1333.9278825111687 582.50318291597068 583.91307741776109 526.18782926909626 55.242958186194301 6053.4026865791529 2099.9680951200426 851.62201458774507 103.67307489737868 187.40349254757166 267.02442108094692 707.78223042935133 137.18710902705789 leaf_count=25989 14213 93097 4702 54229 2492 35881 54366 32566 36912 59789 15173 25040 50565 13213 5546 5699 26024 65235 22496 9293 8489 1461 146439 60905 16985 1017 3274 2878 15438 1774 internal_value=0 -0.00266833 0.00189239 0.00219149 -0.00446973 0.00323317 0.00213592 -0.00169267 0.00127465 -0.00481156 -0.00171897 -0.00200135 0.00222465 -0.00227162 -0.00336519 0.00353554 6.79424e-05 -0.00641146 -0.00250893 0.0013595 0.00313519 0.00136039 -0.00230118 -0.00207254 0.000666772 0.00113497 0.00632559 0.00250352 0.000938681 -0.000803284 internal_weight=0 18837.9 26124.3 24112.6 6501.48 11287.8 6825.01 2011.68 12824.8 6287.27 12336.5 11300.2 7175.67 10322.4 3302.05 2852.88 5649.16 2985.21 9602.51 4322.78 4930.84 1036.25 9020 8153.37 4382.02 3530.4 705.139 604.462 3426.73 844.969 internal_count=911180 525099 386081 345935 226159 152965 98736 40146 192970 223667 298940 283266 94820 268093 98643 34962 98150 125024 254880 59858 62855 15674 232384 207344 72126 55141 8973 7580 54124 17212 is_linear=0 shrinkage=0.01 Tree=260 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 4 10 4 2 10 4 10 4 10 10 10 2 2 2 4 2 4 2 2 2 2 10 split_gain=30050.7 3016.03 1673.17 223.017 154.408 146.19 106.619 52.3357 21.5277 19.956 18.994 18.244 18.0976 15.3632 15.0032 16.5248 14.7254 13.7048 12.8443 12.2921 12.1359 11.9831 10.9944 10.7906 9.77213 8.51781 8.51575 9.9748 8.39508 9.27468 threshold=0.049213243648409809 0.98755538463592529 0.00042608799412840006 0.78322452306747448 0.99989646673202526 0.0043998162727802515 2.9517374969145752e-05 0.3781151175498963 2.5000000000000004 0.0013712961226701001 2.5000000000000004 0.84654631083202525 0.015218299813568552 1.5000000000000002 0.94052824378013633 1.5000000000000002 0.00014260681928130004 0.99766892194747936 4.0456557144352709e-06 0.20112359550561798 0.82274865591397861 0.8238526179702651 7.5000000000000009 0.8577380952380953 1.5000000000000002 0.26365441906653431 0.86391694725028068 0.88029850746268667 0.86391694725028068 0.13270235061645502 decision_type=2 2 2 2 2 2 2 2 10 2 8 2 2 10 2 8 2 2 2 2 2 2 8 2 8 2 2 2 2 2 left_child=2 3 6 7 10 9 18 13 12 -4 17 14 26 28 15 -5 -8 -3 -1 -17 -14 -22 25 -11 -9 -21 -7 -28 29 -2 right_child=1 4 5 11 -6 8 16 24 -10 23 -12 -13 20 -15 -16 19 -18 -19 -20 22 21 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.010142501488558768 0.00035700863018561194 0.0080105843400667207 -0.0058005032064346622 0.0050926044980938471 0.011334246907164662 -0.0024642070918386846 -0.0085087187960033936 0.0035138399130784188 -0.0042506379355469999 -0.0043633058184565539 0.006197925227796941 0.0074873284805928308 -0.00084369959645549323 -0.00020324399539292074 0.0060016677311182758 0.0062867914329180624 -0.0071053450688808141 0.0095524460498019048 -0.0093864757802212418 -0.0059422385248684749 0.024942827355510202 0.0015566754672468686 -0.01466504456456072 -0.001558419251280799 0.0019292199769431878 0.0021517808719908904 0.0081395971340696375 -0.00077132992638366028 0.0028757061260624561 0.0017791818282332434 leaf_weight=11489.144964177161 804.3180956877768 915.70512744784355 1244.1338855642825 821.60449904203415 12016.744827579707 1031.6799873635173 1907.9580835700035 1471.8383217304945 264.99874941259623 1088.5812222268432 272.17844340205193 383.37473644316196 1016.8378820978105 778.11180223897099 1023.1064135581255 66.027314379811287 1229.5035648252815 1556.1202368214726 2793.5749169699848 13.738190315663813 2.214573521167039 206.19729397073388 4.1628333032131186 156.92826737836003 529.05802189558744 242.52391291409731 13.626337632536886 160.82479212805629 340.13014184311032 1066.709681995213 leaf_count=469083 5580 5957 25293 4033 125331 12495 55231 6997 4115 17531 1768 1843 9389 6188 5605 322 29289 12296 94997 66 25 1718 20 2429 2817 1199 185 1623 1812 5943 internal_value=0 0.00821657 -0.00814357 0.00307323 0.0108455 -0.00315743 -0.00962796 0.00184312 -0.00154411 -0.00490471 0.00870517 0.00547621 -0.00124912 0.00100526 0.00512109 0.00433635 -0.00795877 0.00898125 -0.00999463 0.00243305 -0.000393133 0.00180518 0.00145598 -0.0040099 0.00309485 0.00171786 -0.00211868 -7.52995e-05 0.00143053 0.00116782 internal_weight=0 22305.5 22606.2 7544.7 14760.7 5186.02 17420.2 4990.17 2696.38 2489.64 2744 2554.54 2431.38 2989.27 2171.16 1148.06 3137.46 2471.83 14282.7 326.452 1225.25 208.412 260.425 1245.51 2000.9 256.262 1206.13 174.451 2211.16 1871.03 internal_count=911180 187777 723403 42425 145352 74803 648600 29337 29550 45253 20021 13088 25435 19523 11245 5640 84520 18253 564080 1607 11132 1743 1285 19960 9814 1265 14303 1808 13335 11523 is_linear=0 shrinkage=0.01 Tree=261 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 3 10 3 1 2 10 5 10 10 5 10 5 2 2 10 5 5 2 2 1 2 5 split_gain=29643.1 3012.25 1673.43 219.377 156.712 144.46 107.55 51.2887 20.6591 19.8266 19.4233 24.2798 17.2444 17.0258 16.6591 15.1971 14.7735 13.5303 13.002 12.0932 11.9977 11.8142 13.5119 11.1274 11.1037 15.7952 10.6591 10.3213 10.3962 11.2211 threshold=0.049213243648409809 0.98755538463592529 0.00042608799412840006 0.78322452306747448 0.99989646673202526 0.0043998162727802515 2.9517374969145752e-05 0.3781151175498963 42.000000000000007 0.0013712961226701001 21.500000000000004 0.98936170212765973 0.82274865591397861 0.99766892194747936 786.50000000000011 0.011652591172605703 0.00014260681928130004 6.5000000000000009 4.0456557144352709e-06 956.50000000000011 0.86391694725028068 0.87439320388349528 0.8784809708595277 361.50000000000006 1.0000000180025095e-35 0.8238526179702651 0.8577380952380953 0.051836094939543158 0.99261982570806107 113.50000000000001 decision_type=2 2 2 2 2 2 2 2 8 2 8 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 6 7 13 9 18 20 12 -4 11 17 15 23 21 -7 -8 -5 -1 -15 -2 22 -12 -3 -14 -26 -11 28 29 -27 right_child=1 4 5 10 -6 8 16 -9 -10 26 14 -13 24 19 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 27 -28 -29 -30 -31 leaf_value=-0.010137657319093567 0.00072887954719804597 0.0077701310566614199 -0.0057709292919225332 0.0065713869904773107 0.011316993956085304 -0.0029361781758205042 -0.0084889003295699761 0.0030632052876186735 0.032901204007291393 -0.0043347150893604568 0.0034699878352580662 -0.0021909290165224083 -0.0019033571135626869 0.0093059554677857835 -0.010524937133616814 -0.0012496609172342897 -0.0070784500996800438 0.010800953728823616 -0.0093736466179716177 -0.010810936874051602 0.002503230697625888 0.0069927280139557499 0.0053626117806584985 -0.00064323913025910145 0.025148967941499734 0.0081555896963684277 -0.0015448143759435023 -0.0011235067224806715 0.0011036330405433774 -0.0062627733180300417 leaf_weight=11380.234177364036 2541.9166502319276 1004.0552745088935 1238.0351917278022 171.39501392841339 11915.222780894488 879.69374455325305 1893.3615776188672 2001.348915964365 1.7414695359766472 1084.8225528318435 516.34505131095648 23.111307457089424 158.2528217099607 1707.4826200306416 6.8090633749961844 1360.7687787525356 1221.8717203158885 135.37135660648346 2769.5448085032403 2.9934966862201682 448.29102521389723 298.07723785191774 1399.9088270589709 15.97001029551029 2.770282879471778 45.810331467539072 156.728211466223 117.84373856708407 120.38580842316151 6.1185483820736399 leaf_count=469083 16985 6482 25293 885 125331 11446 55231 9814 9 17531 2503 128 1362 13452 34 13561 29289 577 94997 14 2538 1464 7497 73 40 363 2429 1673 1015 81 internal_value=0 0.00817765 -0.00812293 0.00304337 0.0108218 -0.0031338 -0.00961778 0.00182417 -0.00153039 -0.00487546 0.00542897 0.00769318 -0.00155267 0.00866096 0.00509269 -0.00191185 -0.00793569 0.00843783 -0.00998812 0.00927075 0.00099489 0.00514072 0.00485263 0.00763841 0.000230978 0.00138404 -0.00398253 0.00115714 0.00271685 0.00645674 internal_weight=0 22188.3 22438 7542.57 14645.7 5172.97 17265 4991.56 2693.39 2479.59 2551.02 329.878 2691.64 2730.5 2221.14 2240.46 3115.23 306.766 14149.8 1710.48 2990.21 2214.33 1916.25 1020.03 451.182 292.929 1241.55 290.158 172.315 51.9289 internal_count=911180 187777 723403 42425 145352 74803 648600 29337 29550 45253 13088 1590 29541 20021 11498 25007 84520 1462 564080 13466 19523 11464 10000 6555 4534 3172 19960 3132 1459 444 is_linear=0 shrinkage=0.01 Tree=262 num_leaves=31 num_cat=0 split_feature=9 5 9 9 9 9 9 4 1 9 4 1 5 5 9 1 5 4 5 1 4 9 9 4 5 2 9 1 9 4 split_gain=7076.67 683.204 625.577 262.519 259.635 344.238 156.046 169.973 145.511 127.184 150.242 124.982 118.962 111.411 72.4378 88.757 69.7304 66.8144 64.2632 62.792 61.5595 56.7006 55.1881 53.3762 78.496 132.03 95.2936 53.0771 52.931 47.8291 threshold=3.1750000000000003 33.500000000000007 2.1250000000000004 4.1150000000000011 5.5950000000000006 4.3750000000000009 8.4800000000000022 3.5000000000000004 0.028778467908902653 6.9850000000000012 1.5000000000000002 1.0000000180025095e-35 30.500000000000004 1.5000000000000002 2.1250000000000004 0.75110619469026563 1.0000000180025095e-35 2.5000000000000004 18.500000000000004 0.51630627437079057 2.5000000000000004 8.7300000000000022 2.6750000000000003 1.5000000000000002 17.500000000000004 0.74478940512375169 4.995000000000001 0.25092592592592594 5.6050000000000013 3.5000000000000004 decision_type=10 2 10 10 10 10 10 10 2 10 10 2 2 2 8 2 2 10 2 2 10 10 10 10 2 2 8 2 10 8 left_child=2 4 12 -3 5 17 9 -8 21 18 19 16 14 29 -1 -16 -7 -2 28 -11 22 -5 -4 24 -15 -26 -27 -14 -6 -13 right_child=1 3 20 8 6 11 7 -9 -10 10 -12 13 27 23 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=0.0057283611430305184 -0.00011871781653796126 -0.0011806739357151847 0.0042995566449927393 -0.0038955261597873455 0.0070048009354305146 -0.003027776675011576 -0.005500524038642777 0.0052822585373423249 -0.0067947700311645036 0.0023844369614825322 0.0061306290175411459 -0.0029219912082812513 -0.00076503738858481221 -0.0056628451495049168 0.0083165484284942522 0.0051513169290356474 0.00036030633879823764 -0.004782982710819385 -0.0048094899646515142 -0.0063442864119350427 -0.0024404724909789697 0.0037839809859471552 0.0023679120783351858 -0.0069573105693877839 -0.0055488597757005912 0.0063257743990322293 -0.0066752963939501128 0.0048290750687265049 -0.0001049370745433265 -0.0073523933087521979 leaf_weight=2341.6226829849184 4345.9251027125865 1128.2899996638298 2300.9605926573277 216.68514293991029 109.80386826395988 1619.7436187062413 819.40778707526624 177.9362124633044 6020.9294343274087 166.76098675653338 774.67855159565806 4228.3900652490556 228.7394439689815 1857.1497909836471 5286.0557401180267 1064.2818953171372 971.97714598849416 330.47043043933809 283.9793935418129 162.94053507223725 210.27116820588708 172.82808528095484 4140.8616305738688 1504.9518011324108 397.48467613384128 232.93812284246087 74.379292896017432 656.08975745365024 2258.7798369843513 258.57329989783466 leaf_count=24130 61181 23226 21830 5187 1340 24731 30807 2587 257945 3021 10053 96773 2709 59661 62123 11575 12949 7460 8986 5188 2848 3134 41683 57298 13580 3094 2994 6098 39100 7889 internal_value=0 -0.0030533 0.00523981 -0.00562868 -0.00210974 -0.0027255 -6.05311e-05 -0.00357677 -0.00641156 0.000872913 0.0037244 -0.00368094 0.00687612 -0.00426383 0.00723172 0.00778607 -0.00175714 -0.000448331 -0.000314289 -0.00192935 0.00288408 -0.000488108 0.00305788 -0.00546257 -0.00458452 -0.00174315 0.00317916 0.00338293 0.000224659 -0.00317731 internal_weight=0 28115 16228.9 7538.73 20576.3 15822 4754.29 997.344 6410.44 3756.94 1104.38 11145.6 9576.79 8553.87 8691.96 6350.34 2591.72 4676.4 2652.56 329.702 6652.09 389.513 6441.82 4066.9 2561.95 704.802 307.317 884.829 2368.58 4486.96 internal_count=911180 738184 172996 289492 448692 347610 101082 33394 266266 67688 18262 278969 106635 241289 97828 73698 37680 68641 49426 8209 66361 8321 63513 136627 79329 19668 6088 8807 40440 104662 is_linear=0 shrinkage=0.01 Tree=263 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 9 9 9 9 9 10 1 4 9 9 9 4 9 10 4 9 1 9 2 9 4 9 9 split_gain=29143 2995.27 1670.75 215.847 158.335 142.74 108.309 87.2375 53.7431 52.8351 46.8519 38.2489 33.6297 31.794 30.9291 28.3665 25.7874 22.4797 21.3516 20.4569 19.5908 17.2509 17.0132 16.927 36.0326 16.5754 16.2397 15.8769 16.8199 21.9905 threshold=0.049213243648409809 0.98755538463592529 0.00042608799412840006 0.78322452306747448 0.99989646673202526 0.0043998162727802515 2.9517374969145752e-05 5.2550000000000008 5.455000000000001 5.6250000000000009 5.1950000000000012 5.705000000000001 0.18897357583045957 0.75110619469026563 1.5000000000000002 7.2950000000000008 3.0050000000000003 5.4250000000000007 2.5000000000000004 5.2950000000000008 0.015218299813568552 1.5000000000000002 6.1150000000000011 0.62470657276995312 6.1150000000000011 0.22271825396825398 2.8550000000000004 2.5000000000000004 4.8650000000000011 4.8950000000000005 decision_type=2 2 2 2 2 2 2 8 8 10 8 8 2 2 8 10 10 8 10 10 2 10 10 2 10 2 10 10 10 10 left_child=2 3 6 7 16 8 -1 12 -4 18 -5 -8 -2 14 15 22 -3 -16 20 -18 -7 25 -9 -12 -25 -11 -6 28 -14 -30 right_child=1 4 5 10 26 9 11 13 -10 21 23 -13 27 -15 17 -17 19 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.009980612475880864 -0.00035715170239985458 0.0098987282786770284 -0.0057429736021715637 0.0042422604946077908 0.01102354961743492 -0.0027183916516703805 -0.0084312944140214115 0.0051992327871515425 -0.002417592253562115 -0.0020944747562307367 0.0076451906468877106 -0.0055295067973314127 0.0013175804183289052 -0.00074057135962269456 -0.0027503209439998168 0.010054479726532548 0.0066282009943459683 0.0031596931775526903 -0.0052181707248334496 0.0088302368589772279 -0.00081582800782380464 -0.00070895612410201865 0.00051094902208136301 0.007231718035451631 -0.0014695180651062159 0.0053457758087815501 0.011801164287095789 -0.0018012522293109721 0.0090264975924059642 0.0026630602334695615 leaf_weight=13971.505313141271 1271.533874053508 994.7880519926548 1802.046375175938 1483.1589683666825 7626.5935542285442 1067.1967159025371 2536.0578238070011 708.24057327583432 665.4818359632045 36.416428487747908 838.59794726222754 553.35592759586871 1475.136080108583 139.17202212661505 77.070445593446493 112.36963392049074 744.80096306651831 390.23829397186637 193.79284639470279 973.05837064236403 1098.1250962279737 123.47658661752939 86.900172710418701 154.15049900859594 68.847727008163929 168.43069803714752 4145.4257173612714 123.26959685981274 60.354503557085991 541.92861519753933 leaf_count=564080 9357 10412 36228 7150 92310 12834 72927 4080 9025 251 4573 11593 7085 740 709 522 3860 2279 3315 5749 10111 1393 428 1019 346 1646 33021 890 297 2950 internal_value=0 0.00813585 -0.00809852 0.00302043 0.0107955 -0.00310954 -0.00960594 0.00181098 -0.00484613 -0.00151505 0.00539022 -0.00791154 0.00093756 0.00381411 0.00427517 0.00535148 0.00861747 0.00218499 -0.00203813 0.00787551 -0.00175352 0.00224346 0.00468685 0.00699404 0.00454533 0.0040231 0.0112974 0.00168563 0.00189254 0.00330074 internal_weight=0 22015.6 22215.9 7530.97 14484.7 5154.97 17060.9 4986.21 2467.53 2687.44 2544.76 3089.41 3472.22 1513.99 1374.82 907.51 2712.65 467.309 2359.11 1717.86 2165.32 328.324 795.141 1061.6 222.998 204.847 11772 2200.69 2077.42 602.283 internal_count=911180 187777 723403 42425 145352 74803 648600 29337 45253 29550 13088 84520 20579 8758 8018 5030 20021 2988 26260 9609 22945 3290 4508 5938 1365 1897 125331 11222 10332 3247 is_linear=0 shrinkage=0.01 Tree=264 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 9 9 9 9 9 4 9 9 9 9 4 9 5 9 10 1 10 5 4 5 5 9 4 split_gain=28747 2991.28 1670.78 212.499 160.479 141.065 109.221 75.3435 57.183 53.3104 51.8306 38.3092 30.0012 26.3103 25.8603 23.2579 23.0992 21.0874 20.3434 25.436 19.7318 19.6786 19.5951 19.2755 18.4238 25.4807 18.1346 23.2792 26.7988 22.2751 threshold=0.049213243648409809 0.98755538463592529 0.00042608799412840006 0.65440738201141369 0.99989646673202526 0.0043998162727802515 2.9517374969145752e-05 4.8650000000000011 4.8650000000000011 5.455000000000001 5.6250000000000009 5.705000000000001 2.5000000000000004 3.0050000000000003 9.0500000000000025 4.8950000000000005 4.5150000000000006 2.5000000000000004 5.2950000000000008 786.50000000000011 9.0500000000000025 0.2688089013099671 0.062895569620253167 0.015218299813568552 25.500000000000004 1.5000000000000002 64.500000000000014 6.5000000000000009 5.3750000000000009 4.5000000000000009 decision_type=2 2 2 2 2 2 2 8 8 8 10 8 10 10 10 10 10 10 10 2 10 2 2 2 2 10 2 2 10 10 left_child=2 3 6 7 13 9 -1 21 12 -4 17 -8 16 -3 -9 -10 -5 23 -15 -20 26 -2 -16 -7 -12 -26 27 -17 -29 -30 right_child=1 4 5 8 -6 10 11 14 15 -11 24 -13 -14 18 22 20 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31 leaf_value=-0.0099740717876372516 -0.00064204481818246322 0.009874563592976603 -0.0057138665406777922 0.0042167852760428177 0.011280185509918158 -0.0026964110989520481 -0.0084112981694210564 0.0026330600816820483 0.0082341096956257704 -0.0023975907705253391 0.00046785559877383871 -0.0054997144565818524 -0.0034678510126469838 0.0065796043243019891 0.010785399120107548 0.0048630217290229118 0.00032561977091147455 -0.0051881245909594928 0.0088922164707643924 -0.014449936303511782 0.012153834739344534 0.0012930328584896333 -0.0013957509974291838 -0.00080806918828483815 0.0087606216856582972 -0.0011443861047191514 0.0022119750953912545 0.0039820663494045281 0.010637538704079222 -0.0021882279508074927 leaf_weight=13841.512044468895 1205.4244035631418 987.28786206245422 1793.158628962934 1126.3853806033731 11672.561882518232 1065.1476488225162 2516.7627597097307 2072.1238201223314 389.57885666936636 664.32898371480405 212.67909416556358 550.80280242487788 61.316115394234657 742.80903732031584 65.908853501081467 920.61262268573046 176.45873138308525 192.97015312127769 964.25677621364594 4.6910950392484656 43.124524861574173 931.7461112588644 16.515078119933605 1097.5849743969738 76.997154198586941 39.191389996558428 169.04948650300503 116.93030409514904 219.33696590363979 14.432045571506022 leaf_count=564080 7544 10412 36228 5689 125331 12834 72927 13610 3064 9025 1979 11593 288 3860 291 4080 761 3315 5729 20 183 4512 85 10111 750 561 788 518 927 85 internal_value=0 0.0080971 -0.00807779 0.00299103 0.0107721 -0.00308624 -0.00959572 0.00153194 0.00492541 -0.00481738 -0.00150153 -0.0078885 0.00336804 0.00857452 0.00285156 0.00605964 0.00368976 -0.00202069 0.0078247 0.00877921 0.00548861 0.000201595 0.00834469 -0.00173808 0.00221729 0.00541958 0.00528905 0.00569821 0.00789066 0.00984572 internal_weight=0 21900.5 22051.1 7528.94 14371.6 5142.06 16909.1 4291.72 3237.23 2457.49 2684.57 3067.57 1364.16 2699.04 2154.55 1873.06 1302.84 2355.7 1711.76 968.948 1483.49 2137.17 82.4239 2162.73 328.868 116.189 1440.36 1271.31 350.699 233.769 internal_count=911180 187777 723403 42425 145352 74803 648600 26042 16383 45253 29550 84520 6738 20021 13986 9645 6450 26260 9609 5749 6581 12056 376 22945 3290 1311 6398 5610 1530 1012 is_linear=0 shrinkage=0.01 Tree=265 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 4 10 4 3 10 10 4 2 10 10 2 4 2 10 2 3 4 4 2 2 4 2 split_gain=28356.4 2987.37 1670.72 209.468 162.63 139.401 110.133 49.0479 20.391 19.8459 19.4021 18.9768 17.0039 15.0577 14.6681 14.361 14.2045 13.5211 11.6217 11.4948 11.49 13.8893 10.6005 10.2125 9.6127 9.34774 8.94817 14.9937 11.0038 8.02732 threshold=0.049213243648409809 0.98755538463592529 0.00042608799412840006 0.78322452306747448 0.99989646673202526 0.0043998162727802515 2.9517374969145752e-05 0.3781151175498963 2.5000000000000004 0.0013712961226701001 2.5000000000000004 21.500000000000004 0.015218299813568552 0.00014260681928130004 1.5000000000000002 0.55594679186228502 0.99766892194747936 4.0456557144352709e-06 0.82274865591397861 1.5000000000000002 0.87439320388349528 0.8784809708595277 0.8577380952380953 1.5000000000000002 2.5000000000000004 1.5000000000000002 0.75937646507266776 0.77728174603174616 11.500000000000002 0.86391694725028068 decision_type=2 2 2 2 2 2 2 2 10 2 8 8 2 2 10 2 2 2 2 10 2 2 2 10 8 8 2 2 10 2 left_child=2 3 6 7 10 9 17 14 12 -4 16 15 29 -8 -2 -5 -3 -1 23 -17 21 -13 -11 -14 -23 -9 28 -28 -26 -7 right_child=1 4 5 11 -6 8 13 25 -10 22 -12 20 18 -15 -16 19 -18 -19 -20 -21 -22 24 -24 -25 26 -27 27 -29 -30 -31 leaf_value=-0.010122650203416961 0.0013763653123273368 0.0078189266128127072 -0.0056915085210686904 0.0056165811455686646 0.011263467894399911 -0.0023859333857865869 -0.0084309128926972083 0.0033944542467940703 -0.0041421556664779464 -0.0042443203029816452 0.005976914900727103 0.0032828786037359583 0.021211071340747793 -0.0069912210110628752 -0.00022050853991118177 0.011657524111954141 0.0094046858598486032 -0.0093318681509382256 0.0017778375087651114 0.0056814084821170795 0.0067956946679133406 0.0054768284294386838 -0.0014482996290731559 -0.00085986002519631611 0.00096666784387502904 0.0018443243701163209 0.025325023163801325 0.0028647249903321148 0.011645886250493976 -6.3939803695701609e-05 leaf_weight=11022.877324845642 2212.0421021878719 899.53046532720327 1220.6014776863158 177.6011728644371 11573.484356816858 1023.8180717229843 1849.4973148163408 1470.6048988476396 261.28067492507398 1071.7015146613121 267.58730638027191 516.98856316506863 2.1008351296186438 1196.4203293863684 777.36475228145719 104.2651479318738 1518.3386311680079 2689.8550587911159 208.57639941945672 46.557462610304356 297.45372039079666 1257.140169121325 155.23637141473591 1011.7108271531761 114.29395519942045 528.93891534209251 4.5079390555620185 8.7243651598691923 10.538252152502535 174.21928574889898 leaf_count=469083 13335 5957 25293 911 125331 12495 55231 6997 4115 17531 1768 2515 20 29289 6188 449 12296 94997 1743 230 1469 6827 2429 9369 572 2817 19 39 57 1808 internal_value=0 0.00805858 -0.008057 0.00296189 0.010749 -0.00306307 -0.00958547 0.00177204 -0.00148813 -0.0047887 0.00853196 0.00530073 -0.00120163 -0.00786541 0.000961115 0.0075436 0.00881473 -0.00996753 -0.000371857 0.00981276 0.00496737 0.00468296 -0.00389056 -0.000814124 0.00520175 0.0029844 0.00269706 0.0105164 0.0018682 -0.00204827 internal_weight=0 21786 21887.9 7527.02 14258.9 5129.25 16758.7 4988.95 2681.71 2447.54 2685.46 2538.07 2420.43 3045.92 2989.41 328.424 2417.87 13712.7 1222.39 150.823 2209.65 1912.19 1226.94 1013.81 1395.2 1999.54 138.065 13.2323 124.832 1198.04 internal_count=911180 187777 723403 42425 145352 74803 648600 29337 29550 45253 20021 13088 25435 84520 19523 1590 18253 564080 11132 679 11498 10029 19960 9389 7514 9814 687 58 629 14303 is_linear=0 shrinkage=0.01 Tree=266 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 9 9 9 9 9 10 9 4 9 9 4 5 3 5 9 4 3 9 5 5 10 9 9 split_gain=27970.4 2983.16 1670.65 206.001 164.935 137.722 111.068 84.1594 53.1384 50.9168 45.5255 38.7292 31.9916 27.5185 27.1398 29.1175 22.1953 21.6711 22.5101 20.7594 19.9774 20.8923 18.1565 17.9508 15.9076 27.7952 15.8414 15.6816 15.5003 34.3154 threshold=0.049213243648409809 0.98755538463592529 0.00042608799412840006 0.78322452306747448 0.99989646673202526 0.0043998162727802515 2.9517374969145752e-05 5.2550000000000008 5.455000000000001 5.4650000000000007 5.1950000000000012 5.705000000000001 0.18897357583045957 2.9750000000000005 1.5000000000000002 7.6900000000000004 5.4250000000000007 1.5000000000000002 24.500000000000004 42.000000000000007 956.50000000000011 5.2950000000000008 2.5000000000000004 28.500000000000004 5.3150000000000004 14.500000000000002 507.50000000000006 0.026551560498774003 4.8550000000000013 4.8950000000000005 decision_type=2 2 2 2 2 2 2 8 8 10 8 8 2 10 8 10 8 10 2 8 2 10 10 10 8 2 2 2 10 10 left_child=2 3 6 7 13 8 -1 12 -4 19 -5 -8 -2 -3 15 24 -16 18 -11 22 21 -15 27 -14 25 -9 -12 -7 -25 -30 right_child=1 4 5 10 -6 9 11 14 -10 17 26 -13 23 20 16 -17 -18 -19 -20 -21 -22 -23 -24 28 -26 -27 -28 -29 29 -31 leaf_value=-0.0099610163952344715 -0.00036616646333472352 0.0098421082135934819 -0.0056601702100835946 0.004122198360441017 0.011246911058510008 -0.0023541263371026321 -0.0083724319006603549 0.01061084997896187 -0.0023390093183819969 0.0013924027152610794 0.006976041447969982 -0.0054275757238319844 -0.00023803133934310105 0.0065368795946536412 -0.0029335953281837365 0.0095138359634746004 0.0027525383801538334 -0.0011258210530370649 0.0076979960731627921 0.032376491091048835 -0.011443695932794262 0.0087672741470026377 -0.0051495668525550911 0.0014603734055084383 0.0036345092326568935 -0.0045046517454870412 -0.0042418720064558392 -0.00042311121577552141 0.010625617854818142 0.0025882060730575019 leaf_weight=13585.125680122524 1272.2909868694842 961.42678076773882 1776.9058816302568 1478.9987057521939 11475.109798125923 1517.9761831983924 2479.8487077225 73.518904119729996 660.9581922609359 157.52852668240666 1043.0708710327744 544.68168731220067 418.66895326972008 748.33010593056679 81.793846365064383 110.5728206038475 427.12732338905334 153.94141975417733 88.375244751572609 1.7499984763562668 5.4181849211454383 957.13403113931417 177.53431015275419 1258.5657206177711 807.54822677373886 14.577550977468489 12.742121756076811 581.71584564074874 59.95816570520401 465.75067176669836 leaf_count=564080 9357 10326 36228 7150 125331 17106 72927 425 9025 1531 5876 11593 2185 3939 751 505 2463 1957 939 9 23 5733 3041 6131 4483 131 62 4967 307 2599 internal_value=0 0.00802001 -0.00803609 0.002933 0.0107259 -0.00303994 -0.00957517 0.00175381 -0.00475973 -0.00147485 0.00525451 -0.0078421 0.000896343 0.00848841 0.00372057 0.00467239 0.00183866 0.00181657 0.00365857 -0.00205233 0.00772771 0.00778861 -0.00207878 0.00162549 0.00407469 0.00810965 0.00684066 -0.00181914 0.00206276 0.00350489 internal_weight=0 21672.6 21726.3 7525.18 14147.4 5116.69 16609.7 4990.37 2437.86 2678.82 2534.81 3024.53 3475.23 2672.31 1515.14 1006.22 508.921 399.845 245.904 2278.98 1710.88 1705.46 2277.23 2202.94 895.645 88.0965 1055.81 2099.69 1784.27 525.709 internal_count=911180 187777 723403 42425 145352 74803 648600 29337 45253 29550 13088 84520 20579 20021 8758 5544 3214 4427 2470 25123 9695 9672 25114 11222 5039 556 5938 22073 9037 2906 is_linear=0 shrinkage=0.01 Tree=267 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 9 9 9 9 9 10 1 9 9 9 5 5 5 9 10 1 9 9 9 5 10 9 9 split_gain=27589.8 2978.84 1670.44 202.596 167.084 136.085 111.982 82.432 52.6985 49.9652 44.8949 38.7804 31.3373 31.0564 28.0245 26.9707 20.3135 25.2088 17.5319 21.7064 16.9177 16.8258 16.4918 35.6095 15.5708 15.4285 15.189 14.8254 14.5412 24.499 threshold=0.049213243648409809 0.98755538463592529 0.00042608799412840006 0.78322452306747448 0.99989646673202526 0.0043998162727802515 2.9517374969145752e-05 5.2550000000000008 5.455000000000001 5.6250000000000009 5.1950000000000012 5.705000000000001 0.18897357583045957 0.80070921985815613 3.0050000000000003 9.0500000000000025 5.2950000000000008 299.50000000000006 25.500000000000004 280.50000000000006 5.7650000000000006 0.011652591172605703 0.62470657276995312 6.1150000000000011 7.4250000000000007 8.2000000000000011 507.50000000000006 0.00099748477805400022 4.8650000000000011 4.8950000000000005 decision_type=2 2 2 2 2 2 2 8 8 10 8 8 2 2 10 10 10 2 2 2 10 2 2 10 8 10 2 2 10 10 left_child=2 3 6 7 14 8 -1 12 27 21 -5 -8 -2 15 -3 -9 -16 -18 20 -20 -11 -7 24 -24 26 -15 -12 -4 -14 -30 right_child=1 4 5 10 -6 9 11 13 -10 18 22 -13 28 25 16 -17 17 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.009954477510126087 -0.00036257592763447153 0.0098053432314254702 -0.0068355049284153802 0.0040843279366869333 0.011230512483892707 -0.0030428474857924258 -0.0083522731775599653 0.0037418044480538194 -0.0023195363014200093 0.0060657930976556716 0.0066110274080756959 -0.0053979423127446914 0.0010793146246074214 1.0201462545014971e-05 0.0064219856481516069 0.0094241433936951367 0.0088740901776635274 -0.0022334883786328781 0.0067964034694536135 -0.0070731244343948205 -0.0009491032236909364 -0.0013030195531798473 0.0070468047064416294 -0.0016316624949087441 0.0092059078757926738 -0.012016160113602466 -0.0060537245764132816 -0.004934985321065532 0.0086313687361726094 0.0022094674670273154 leaf_weight=13458.742251047865 1272.0426676310599 965.91667296737432 647.70492644421756 1477.7911409661174 11377.436426881701 904.53241460770369 2461.069861099124 1304.3126071058214 659.8476146273315 43.130518913269043 512.84828351438046 542.20758733898401 1547.0237778648734 110.39538012817502 736.21689133346081 89.244553282856941 935.86662474274635 20.888159349560738 104.26031733304262 12.653533931821583 169.44183259829879 1442.0080119073391 152.62527971714735 68.500151619315147 310.07297318428755 11.808305293321608 9.6478264331817609 1120.5441181156784 66.046104930341244 590.75308295339346 leaf_count=564080 9357 10412 15218 7150 125331 11914 72927 7722 9025 434 2231 11593 7571 583 3860 403 5660 89 1139 172 1545 14346 1019 346 2294 50 48 21010 330 3321 internal_value=0 0.00798177 -0.00801517 0.00290447 0.0107031 -0.00301702 -0.00956487 0.00173583 -0.0047312 -0.00146165 0.00520883 -0.0078189 0.000887212 0.00368183 0.00844617 0.00410571 0.0076707 0.00863159 0.00218491 0.00529531 0.000474206 -0.00197368 0.00678594 0.00435839 0.00743068 -0.00115188 0.00637717 -0.00563114 0.00160859 0.00285524 internal_weight=0 21559.4 21566.1 7523.11 14036.3 5104.12 16462 4991.63 2428.1 2676.03 2531.49 3003.28 3475.87 1515.76 2658.89 1393.56 1692.97 956.755 329.486 116.914 212.572 2346.54 1053.69 221.125 832.569 122.204 522.496 1768.25 2203.82 656.799 internal_count=911180 187777 723403 42425 145352 74803 648600 29337 45253 29550 13088 84520 20579 8758 20021 8125 9609 5749 3290 1311 1979 26260 5938 1365 4573 633 2279 36228 11222 3651 is_linear=0 shrinkage=0.01 Tree=268 num_leaves=31 num_cat=0 split_feature=9 9 9 9 9 1 0 0 0 1 1 2 2 9 3 9 9 9 2 9 2 1 9 1 9 9 1 9 1 9 split_gain=6480.74 591.744 399.069 361.591 358.371 296.463 134.367 114.501 105.432 171.101 85.4491 62.7714 87.743 74.1812 58.1976 55.6002 55.0756 90.4156 114.288 79.4468 52.4196 64.3003 60.6182 54.0048 70.9173 153.043 61.313 68.4418 50.9311 62.1593 threshold=3.1750000000000003 2.1250000000000004 4.0850000000000009 5.955000000000001 9.7700000000000014 0.012270400481782552 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.98936170212765973 0.91759259259259263 0.68703358208955234 0.86391694725028068 1.9550000000000003 19.500000000000004 2.6750000000000003 4.995000000000001 4.9850000000000012 0.72792207792207797 5.4450000000000012 0.21498599439775909 0.63673020527859248 7.2000000000000011 0.59921259842519692 6.9850000000000012 7.0550000000000006 1.0000000180025095e-35 8.7300000000000022 0.012270400481782552 3.5950000000000002 decision_type=10 10 10 10 10 2 2 2 2 2 2 2 2 8 8 10 10 10 2 10 2 2 10 2 10 10 2 10 2 10 left_child=1 7 28 5 20 6 -4 10 9 16 11 13 -13 -1 -12 -3 17 -7 -19 -18 22 23 -5 24 -22 -26 27 -27 -2 -30 right_child=2 15 3 4 -6 8 -8 -9 -10 -11 14 12 -14 -15 -16 -17 19 18 -20 -21 21 -23 -24 -25 25 26 -28 -29 29 -31 leaf_value=0.0045815091188875423 0.0018861411834748788 0.00403556516515892 0.00086082128836161161 9.0924145163151667e-05 -0.0070568554562928654 -0.0048279578010768463 -0.0032854454759803321 0.0081030624256709909 -0.0025904666904573315 0.0020355876323631238 -0.0024931598841059278 0.0017253035717972169 0.0073248884779049126 0.007780282502333564 0.0042186860612589017 0.0020967824595471093 -0.0065285623955866632 -0.007944307946898585 0.0054505858409185631 -0.0042917301130866491 -0.0022755173679727394 -0.0049458035494249061 0.005507060254297166 0.005316503235620774 0.007246935099510781 -0.0076491425792132861 0.00035818543167250993 0.010700296049091115 0.00039906328533336274 -0.0021786663463394798 leaf_weight=989.9325655400753 870.88340601883829 2298.4156355336308 1419.7033952567726 521.81971206702292 856.44717487785965 4334.7932026572526 1738.9063224755228 3686.5126125626266 1868.8371964227408 323.93933809362352 173.3765906020999 624.93314827606082 506.74658127874136 2708.7394225262105 506.8730054050684 4149.8585809227079 5271.6390279922634 95.665179899893701 190.6171006616205 2272.274318838492 1198.8677119780332 299.84440965205431 342.1308832000941 174.05093104206026 310.47327736392617 181.08773384429514 1153.2840162627399 22.897334009408951 2015.1381299011409 1746.0108685642481 leaf_count=10021 9008 22628 17195 6906 43074 136714 29240 45297 37416 4171 1516 6536 5740 32258 5267 43733 208480 3525 2756 85306 33146 10973 3541 2189 5550 7316 28672 217 28231 34558 internal_value=0 0.00511046 -0.00296672 -0.00351527 -0.00116086 -0.00419551 -0.00142182 0.00673889 -0.0048057 -0.00513719 0.00582628 0.00629358 0.0042327 0.00692415 0.00250802 0.00278784 -0.00532819 -0.00446849 0.000974497 -0.00585481 4.01525e-05 -0.000527693 0.00223575 -9.20163e-05 -0.000420403 0.000913158 -0.000535685 -0.00558942 -0.000293003 -0.000797577 internal_weight=0 15645.4 27209.3 22577.3 5060.9 17516.4 3158.61 9197.11 14357.8 12488.9 5510.6 4830.35 1131.68 3698.67 680.25 6448.27 12165 4621.08 286.282 7543.91 4204.46 3340.51 863.951 3040.66 2866.61 1667.74 1357.27 203.985 4632.03 3761.15 internal_count=911180 172996 738184 666387 141584 524803 46435 106635 478368 440952 61338 54555 12276 42279 6783 66361 436781 142995 6281 293786 98510 88063 10447 77090 74901 41755 36205 7533 71797 62789 is_linear=0 shrinkage=0.01 Tree=269 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 10 4 4 10 2 10 10 10 1 2 4 4 2 1 0 1 4 1 2 1 1 split_gain=27126.6 2961.38 1667.64 199.588 168.734 134.453 112.716 30.7708 26.8443 19.7541 19.7331 19.5645 16.3339 15.7905 15.3376 14.6262 14.0533 13.1111 11.8775 11.3424 11.2507 11.2266 11.208 16.8422 11.6022 11.558 10.5739 10.491 10.3207 10.016 threshold=0.049213243648409809 0.98755538463592529 0.00042608799412840006 0.65440738201141369 0.99989646673202526 0.0043998162727802515 2.9517374969145752e-05 0.2688089013099671 0.8784809708595277 0.0013712961226701001 2.5000000000000004 2.5000000000000004 0.015218299813568552 0.86984754376058737 0.00014260681928130004 0.99766892194747936 4.0456557144352709e-06 0.41202270381836947 0.86391694725028068 2.5000000000000004 2.5000000000000004 0.82274865591397861 0.33460559796437661 1.0000000180025095e-35 0.31158186076218869 2.5000000000000004 0.63673020527859248 0.8577380952380953 0.32444286391654814 0.49844720496894418 decision_type=2 2 2 2 2 2 2 2 2 2 10 8 2 2 2 2 2 2 2 10 8 2 2 2 2 8 2 2 2 2 left_child=2 3 6 7 11 9 16 18 13 -4 12 15 -7 20 -8 -3 -1 -9 -2 -20 -5 -14 24 25 -10 -24 29 -11 -26 -27 right_child=1 4 5 8 -6 10 14 17 22 27 -12 -13 21 -15 -16 -17 -18 -19 19 -21 -22 -23 23 -25 28 26 -28 -29 -30 -31 leaf_value=-0.010107718492097047 0.00041434796903267883 0.0076738659566034572 -0.00560985764413802 0.003578552574234185 0.011212397739167863 -0.0019971187330445552 -0.0083725034818078418 0.0031544933978360835 0.0059333186306655943 -0.0041560010531012433 -0.0040702596484755386 0.0058226619951188986 -0.00078689310072338828 0.0063612154771873989 -0.0069035984317471124 0.0092958181267749386 -0.0092894852442998027 0.0014892143319495124 0.0029555924390773473 -0.0032713467816541152 0.00021812082296418945 0.0017609860442399823 0.0044758802253531465 0.0072627457783378223 0.014366148464962375 -0.0019053555118196644 -0.0049485880586736374 -0.0013620582704543882 0.0074912630653654619 0.0082199523017140608 leaf_weight=10678.600639258511 2020.2506961375475 886.96102830022573 1203.1782293673605 1059.7254106849432 11240.874856259674 1192.0073630325496 1807.0167835988104 1064.247686214745 781.9034446105361 1059.2822047527879 258.82340449094772 264.3246516212821 1010.9146929569542 191.36926697939634 1171.7853988856077 1489.8846274204552 2612.6004231031984 850.714051887393 324.38353860005736 32.151204206049442 109.96839828789234 208.62822637706995 687.92581773549318 216.17428656667471 30.438691936433315 18.922633573412895 25.554736599326134 153.92414070107043 77.265610232949257 20.197347298264503 leaf_count=469083 14119 5957 25293 5086 125331 14303 55231 5337 4086 17531 4115 1768 9389 867 29289 12296 94997 4507 1833 246 560 1743 3542 1406 129 86 141 2429 386 94 internal_value=0 0.00794123 -0.00799038 0.0028832 0.010678 -0.00299284 -0.00955284 0.00147136 0.00476529 -0.00470194 -0.0014463 0.00840354 -0.00116467 0.00369829 -0.00779467 0.00869056 -0.00994688 0.0024147 0.00071132 0.00239407 0.00326262 -0.000351025 0.00554675 0.00480256 0.00635717 0.00409591 5.42256e-05 -0.00380152 0.0094342 0.00332226 internal_weight=0 21393.2 21356.8 7511.19 13882 5086.76 16270 4291.75 3219.45 2416.38 2670.37 2641.17 2411.55 1361.06 2978.8 2376.85 13291.2 1914.96 2376.79 356.535 1169.69 1219.54 1858.38 968.775 889.608 752.601 64.6747 1213.21 107.704 39.12 internal_count=911180 187777 723403 42425 145352 74803 648600 26042 16383 45253 29550 20021 25435 6513 84520 18253 564080 9844 16198 2079 5646 11132 9870 5269 4601 3863 321 19960 515 180 is_linear=0 shrinkage=0.01 Tree=270 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 9 9 9 9 9 9 10 9 9 10 9 4 3 9 5 5 2 4 9 5 1 5 4 split_gain=26756.5 2956.65 1667.32 196.27 171.037 132.812 113.653 81.8028 51.8963 49.7369 44.425 38.7889 28.5171 28.0161 27.0566 26.8171 22.1474 20.9957 24.5427 20.2486 19.7222 24.9542 19.3053 19.2232 20.0655 22.4557 19.121 18.9133 18.411 18.2973 threshold=0.049213243648409809 0.98755538463592529 0.00042608799412840006 0.78322452306747448 0.99989646673202526 0.0043998162727802515 2.9517374969145752e-05 4.8650000000000011 5.455000000000001 5.4450000000000012 4.8650000000000011 5.705000000000001 2.9750000000000005 0.51461192965507518 9.0500000000000025 4.455000000000001 0.18897357583045957 7.6450000000000005 2.5000000000000004 42.000000000000007 5.2950000000000008 299.50000000000006 401.50000000000006 0.22271825396825398 1.5000000000000002 5.455000000000001 103.50000000000001 0.98936170212765973 26.500000000000004 2.5000000000000004 decision_type=2 2 2 2 2 2 2 8 8 10 8 8 10 2 10 10 2 8 8 8 10 2 2 2 10 10 2 2 2 8 left_child=2 3 6 7 12 8 -1 13 -4 19 15 -8 -3 -2 16 -5 -9 22 -19 -7 -14 -22 -12 -11 -25 -26 29 -16 -20 -18 right_child=1 4 5 10 -6 9 11 14 -10 23 17 -13 20 -15 27 -17 26 18 28 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-0.0099403542236744438 -0.00022662417057779663 0.0097608753517251529 -0.0055727729340322362 0.0042395250801400405 0.011196333645441042 -0.0020415131844183057 -0.0083104779273643244 0.0014806492802686404 -0.0022764683438772004 -0.0027606410623593194 0.0057042326393633479 -0.0053396675854691256 0.0063662537682569308 0.0022029617697839998 0.0092843912164989762 -0.00015010123317246658 0.0042102618452026716 0.0093711988431524288 0.0048059059774253473 0.031943975422044253 0.0087847530849989516 -0.002271532174726519 -0.0049454166764527126 0.00473580115732579 0.039579014470627352 -0.00075216163510609499 -0.00028757022175843015 -0.010563331444370818 -0.010357129437978417 0.00072148301024941772 leaf_weight=13167.549770879559 1818.0753143168986 936.1629548445344 1750.1011904105544 866.42355789244175 11144.913748763502 2255.9992634747177 2421.0574642084539 864.88827030360699 656.89085967838764 76.186375211924314 1091.5561688542366 536.97645149379969 743.52096705138683 642.28845740109682 89.43265862762928 165.80723571777344 1272.8700207322836 319.46528516709805 51.670470982789993 1.7544696852564801 927.74335207045078 20.873108983039856 17.291468888521194 206.09103464335203 1.3957998380064953 126.15021308138967 124.4129900559783 5.073516145348548 9.4762073233723623 170.45923359692097 leaf_count=564080 10588 10326 36228 4548 125331 24951 72927 6781 9025 598 4748 11593 3946 2946 403 712 6654 2596 340 9 5660 89 84 2213 30 1749 907 21 60 1037 internal_value=0 0.00790304 -0.00796925 0.00285515 0.0106552 -0.00297008 -0.00954245 0.00170558 -0.00467318 -0.00143335 0.00512881 -0.00777118 0.00836046 0.00040763 0.00296923 0.00353442 0.00276529 0.00623376 0.00826025 -0.0020151 0.00758569 0.00854147 0.00553816 0.0017716 0.00280654 -0.000310797 0.00347399 0.00821888 0.00245601 0.00379823 internal_weight=0 21282.4 21200.2 7509.19 13773.2 5074.57 16125.6 4987.5 2406.99 2667.58 2521.69 2958.03 2628.3 2460.36 2527.14 1032.23 2432.63 1489.46 380.612 2257.75 1692.14 948.616 1108.85 409.823 333.637 127.546 1567.74 94.5062 61.1467 1443.33 internal_count=911180 187777 723403 42425 145352 74803 648600 29337 45253 29550 13088 84520 20021 13534 15803 5260 15379 7828 2996 24960 9695 5749 4832 4590 3992 1779 8598 424 400 7691 is_linear=0 shrinkage=0.01 Tree=271 num_leaves=31 num_cat=0 split_feature=9 5 9 9 9 9 1 9 4 1 5 9 4 5 9 1 5 4 1 5 4 9 4 5 2 9 9 1 9 9 split_gain=6189.71 623.421 576.415 241.308 227.274 305.702 140.312 135.301 155.277 113.757 109.718 109.084 129.254 106.981 69.0406 84.3986 67.4875 61.7732 58.7676 57.8037 56.6179 53.4298 51.3013 70.0326 118.45 84.7388 50.3125 49.3815 49.1821 47.042 threshold=3.1750000000000003 33.500000000000007 2.1250000000000004 4.1150000000000011 5.5950000000000006 4.3750000000000009 0.028778467908902653 8.4800000000000022 3.5000000000000004 1.0000000180025095e-35 30.500000000000004 6.9850000000000012 1.5000000000000002 1.5000000000000002 2.1250000000000004 0.75110619469026563 1.0000000180025095e-35 2.5000000000000004 0.51630627437079057 18.500000000000004 2.5000000000000004 5.955000000000001 1.5000000000000002 17.500000000000004 0.74478940512375169 4.995000000000001 2.6750000000000003 0.25092592592592594 5.6050000000000013 5.9350000000000014 decision_type=10 2 10 10 10 10 2 10 10 2 2 10 10 2 8 2 2 10 2 2 10 10 10 2 2 10 10 2 10 10 left_child=2 4 10 -3 5 17 21 11 -9 16 14 19 18 -11 -1 -16 -7 -2 -13 28 26 -5 23 -15 -25 -26 -4 -12 -6 -8 right_child=1 3 20 6 7 9 29 8 -10 13 27 12 -14 22 15 -17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=0.0055083108932672976 -8.4441423926345118e-05 -0.0011064776666976171 0.0041171092031592992 -0.0052551742892287109 0.0069080925586967401 -0.0029284345212156481 -0.0071467045099184471 -0.0053206256495164214 0.0052228233513103295 -0.0030010391210880884 -0.00084682352207496206 0.0024242950811076366 0.0058668157762068272 -0.0054592136604583374 0.0081118203838643592 0.0049380959672609597 0.00045750973126766555 -0.0046714652972796901 -0.0062419596482194886 -0.0046402732557645748 -0.0024840253020909551 0.0025519024267922274 -0.006806972257935159 -0.0053529610748987381 0.0061840951786822597 -0.0064558344122745068 0.0022307229339642884 0.0046630513067338524 -7.5388839516097784e-05 -0.0050348688726691293 leaf_weight=2215.9663264900446 4188.0836349930614 1083.1902651693672 2195.7553538456559 138.75569918751717 105.74030254036188 1559.825469488278 4266.9843267938122 771.9509982150048 170.54121502675116 4288.4490993525833 219.55590201169252 160.12748391367495 731.59402059018612 1763.2988635972142 4957.4958082139492 1008.3371219485998 945.46568025834858 315.7200536262244 153.02684397622943 270.57402564492077 201.51773766987026 238.0577419642359 1420.5355123048648 377.0560131650418 220.5511865913868 69.832129709422588 3970.6688427962363 627.68953493982553 2179.1957773994654 1401.1515752123669 leaf_count=24130 61181 23226 21830 3425 1340 24731 195068 30807 2587 104662 2709 3021 10053 59661 62123 11575 12949 7460 5188 8986 2848 4896 57298 13580 3094 2994 41683 6098 39100 62877 internal_value=0 -0.00291894 0.00503591 -0.00545299 -0.00200164 -0.00258995 -0.00623184 -3.97953e-05 -0.00341282 -0.00351396 0.00666082 0.00084321 0.00356558 -0.00408747 0.00701555 0.0075754 -0.00165062 -0.000405995 -0.00181058 -0.000269755 0.00273197 -0.000322932 -0.00529722 -0.00441492 -0.001656 0.00314441 0.00290243 0.00323522 0.000247787 -0.00662466 internal_weight=0 26819.7 15397 7128.14 19691.6 15148.8 6044.95 4542.75 942.492 10645 9029.04 3600.26 1044.75 8139.72 8181.8 5965.83 2505.29 4503.8 313.154 2555.51 6367.94 376.813 3851.27 2430.74 667.439 290.383 6166.42 847.245 2284.94 5668.14 internal_count=911180 738184 172996 289492 448692 347610 266266 101082 33394 278969 106635 67688 18262 241289 97828 73698 37680 68641 8209 49426 66361 8321 136627 79329 19668 6088 63513 8807 40440 257945 is_linear=0 shrinkage=0.01 Tree=272 num_leaves=31 num_cat=0 split_feature=9 9 9 9 9 1 0 0 0 1 4 4 1 4 3 9 1 1 1 4 9 9 1 9 9 9 1 9 1 4 split_gain=6081.15 570.631 378.419 343.316 344.054 284.78 130.425 113.551 101.431 166.317 85.5042 134.446 83.0582 68.3314 56.1078 56.0909 56.4903 71.6533 59.5146 55.5128 54.7776 99.5495 99.2532 51.7181 49.8062 85.4024 54.9827 49.4753 49.2675 59.7994 threshold=3.1750000000000003 2.1250000000000004 4.0850000000000009 5.955000000000001 9.7700000000000014 0.012270400481782552 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.98936170212765973 5.5000000000000009 3.5000000000000004 0.91759259259259263 1.5000000000000002 19.500000000000004 1.9550000000000003 0.49844720496894418 0.05298245614035086 0.31296641791044782 2.5000000000000004 4.995000000000001 4.9850000000000012 0.25943732193732194 5.6250000000000009 8.4800000000000022 8.7300000000000022 0.028778467908902653 2.6750000000000003 0.012270400481782552 2.5000000000000004 decision_type=10 10 10 10 10 2 2 2 2 2 10 10 2 10 8 8 2 2 2 10 10 10 2 10 10 10 2 10 2 10 left_child=1 7 28 5 10 6 -4 12 9 13 11 24 15 20 -14 -1 17 -17 -19 27 21 -7 -23 -22 -5 -26 -27 -3 -2 -30 right_child=2 19 3 4 -6 8 -8 -9 -10 -11 -12 -13 14 -15 -16 16 -18 18 -20 -21 23 22 -24 -25 25 26 -28 -29 29 -31 leaf_value=0.0043655289877368763 0.0018719804404813015 0.0040798492551696423 0.00087845089174887875 0.00084228334661916608 -0.0069856768724982851 -0.004101798768016288 -0.003226961214222912 0.0079951245338594941 -0.0025253581804778416 0.0020637438456881188 0.0048422376684704675 -0.0059984157709252897 -0.0025243672079371298 -0.0061379869015358336 0.0041043631914144604 0.0083387191611465749 0.0081281421392125769 0.0016152586452995729 0.0061760898873298069 -0.0024610108518003477 -0.0058245072006918993 0.0065980900847253249 -0.008539917665738278 -0.0025412205060250637 -0.0087926169130674355 0.0034563611060343157 -0.0032024852090657076 0.0022086167505611341 -0.00046688896593681393 -0.0059153052632682701 leaf_weight=1264.3626635894179 863.06449995562434 2193.6609638519585 1408.9490435272455 2761.0726312110201 833.43599033914506 2773.5432614032179 1716.6837829165161 3595.7021840699017 1841.6726052928716 320.69978658109903 342.44348454289138 382.35899749305099 171.62089448422194 4912.7675003735349 498.86158101260662 612.57074913755059 1698.9194078147411 523.61047106608748 630.78615608438849 201.3689827080816 3437.8878567777574 170.8381508346647 58.021965758875012 557.57040190324187 152.04709279164672 223.49785010330379 278.54528294317424 3970.3092584200203 3503.8603218179196 213.73298785276711 leaf_count=13022 9008 21830 17195 58653 43074 83593 29240 45297 37416 4171 4362 14135 1516 201132 5267 7949 21819 5602 6163 2848 129244 2182 2160 18470 7639 4394 9327 41683 57238 5551 internal_value=0 0.00499706 -0.00289706 -0.00343764 -0.00112364 -0.00410679 -0.00137635 0.00661825 -0.00471323 -0.00504266 5.64764e-05 -0.000375082 0.00570155 -0.005234 0.00240763 0.00616845 0.00682615 0.0055743 0.00410739 0.00270577 -0.00459937 -0.00357874 0.00276021 -0.00536632 0.000254502 -0.00222666 -0.000238123 0.00287456 -0.000280433 -0.000780131 internal_weight=0 15361.8 26752.7 22172 4973.4 17198.6 3125.63 8996.43 14073 12231.3 4139.97 3797.52 5400.73 11910.6 670.482 4730.25 3465.89 1766.97 1154.4 6365.34 6997.86 3002.4 228.86 3995.46 3415.16 654.09 502.043 6163.97 4580.66 3717.59 internal_count=911180 172996 738184 666387 141584 524803 46435 106635 478368 440952 98510 94148 61338 436781 6783 54555 41533 19714 11765 66361 235649 87935 4342 147714 80013 21360 13721 63513 71797 62789 is_linear=0 shrinkage=0.01 Tree=273 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 9 9 9 9 9 9 10 9 9 10 3 9 5 9 5 1 5 9 5 1 5 10 9 split_gain=26224.8 2927.18 1661.58 193.248 172.089 131.174 114.227 82.4948 50.1562 49.7863 44.7178 38.0335 27.6262 27.5434 26.3059 25.2087 21.7538 19.6999 19.5669 19.3497 20.2601 18.8598 18.7315 18.0592 18.3011 34.9804 16.9668 16.0557 14.8851 14.6304 threshold=0.049213243648409809 0.98755538463592529 0.00042608799412840006 0.78322452306747448 0.99989646673202526 0.0043998162727802515 2.9517374969145752e-05 4.8650000000000011 5.455000000000001 5.4450000000000012 4.8650000000000011 5.705000000000001 2.9750000000000005 0.51461192965507518 9.0500000000000025 4.455000000000001 0.18897357583045957 42.000000000000007 7.6450000000000005 956.50000000000011 5.2950000000000008 507.50000000000006 0.98936170212765973 103.50000000000001 8.1200000000000028 31.500000000000004 0.77442071785552036 31.500000000000004 0.00099748477805400022 7.5550000000000006 decision_type=2 2 2 2 2 2 2 8 8 10 8 8 10 2 10 10 2 8 8 2 10 2 2 2 10 2 2 2 2 10 left_child=2 3 6 7 12 8 -1 13 28 17 15 -8 -3 -2 16 -5 -9 -7 21 20 -14 -12 -16 24 29 -26 -11 -20 -4 -18 right_child=1 4 5 10 -6 9 11 14 -10 26 18 -13 19 -15 22 -17 23 -19 27 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.009931783211249991 -0.00023428528933731001 0.0097118138920357505 -0.0067532648091401136 0.0041846732525119773 0.011176644353883988 -0.0020265291853639386 -0.0082846937100547417 0.0014926740515206498 -0.0022891002709462473 0.0024350065959228098 0.0056760101707959455 -0.0053377817525842577 0.0063811762384769809 0.0021768020350504181 0.0092050502605116966 -7.4560388832106423e-05 0.0038759746383520287 0.031466032181503997 0.0072230831158517778 -0.011336103010143157 0.0085925757450931554 -0.0072734593900823574 -0.010547318492465381 -0.00019643775651764469 -0.0071969112498216871 0.018214077862496517 -0.0046588372418255655 0.012630689634518187 -0.0048311054425043921 0.014482356329357311 leaf_weight=12963.505398320034 1815.6893020160496 920.49046909809113 634.99536981247365 863.23040752857924 10973.778116587549 2248.4603641629219 2394.6800963804126 861.36137700080872 656.46516524814069 372.00975864380598 1096.2324577569962 535.98119643703103 740.37095092236996 641.0832669660449 89.476149626076221 165.62010091543198 1386.6534681022167 1.7575436234474171 309.03010115027428 5.4029773473739615 940.65926006436348 11.363496661186216 5.0732454210519782 123.57878166437149 32.538551449775696 6.4993523806333533 37.076393213123083 66.768966659903526 1102.1449953727424 13.128496184945105 leaf_count=564080 10588 10326 15218 4548 125331 24951 72927 6781 9025 4281 4775 11593 3939 2946 403 712 7460 9 2689 23 5733 57 21 907 144 28 309 307 21010 59 internal_value=0 0.00786031 -0.00794071 0.00284023 0.010628 -0.00294558 -0.00952871 0.0016986 -0.00464387 -0.00141697 0.00510103 -0.00774574 0.00831843 0.000394877 0.00297046 0.00349904 0.0027686 -0.00200037 0.00621214 0.00755789 0.00761862 0.00554315 0.0081452 0.00347203 0.00378711 -0.00296628 0.00179208 0.00818386 -0.00553373 0.00397545 internal_weight=0 21068 20947.1 7487.33 13580.7 5052.91 15894.2 4975.08 2393.61 2659.3 2512.25 2930.66 2606.92 2456.77 2518.31 1028.85 2423.76 2250.22 1483.4 1686.43 1681.03 1107.6 94.5494 1562.4 1438.82 39.0379 409.086 375.799 1737.14 1399.78 internal_count=911180 187777 723403 42425 145352 74803 648600 29337 45253 29550 13088 84520 20021 13534 15803 5260 15379 24960 7828 9695 9672 4832 424 8598 7691 172 4590 2996 36228 7519 is_linear=0 shrinkage=0.01 Tree=274 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 9 9 9 9 9 9 10 9 9 10 9 3 9 5 2 5 9 3 5 9 5 5 2 split_gain=25866.3 2922.48 1661.14 190.1 174.238 129.604 115.142 80.7469 49.7318 48.8473 43.9317 38.0759 28.0988 26.9963 25.7197 24.7725 21.3089 19.6267 19.272 19.2113 24.3779 18.8183 18.5456 17.7985 22.4435 18.3206 16.8504 34.1932 15.7235 15.5347 threshold=0.049213243648409809 0.98755538463592529 0.00042608799412840006 0.78322452306747448 0.99989646673202526 0.0043998162727802515 2.9517374969145752e-05 4.8650000000000011 5.455000000000001 5.4450000000000012 4.8650000000000011 5.705000000000001 2.9750000000000005 0.51461192965507518 9.0500000000000025 4.455000000000001 0.18897357583045957 7.6450000000000005 42.000000000000007 5.2950000000000008 299.50000000000006 0.22271825396825398 401.50000000000006 4.8950000000000005 23.500000000000004 103.50000000000001 8.1200000000000028 31.500000000000004 31.500000000000004 0.6072751322751323 decision_type=2 2 2 2 2 2 2 8 8 10 8 8 10 2 10 10 2 8 8 10 2 2 2 8 10 2 10 2 2 2 left_child=2 3 6 7 12 8 -1 13 -4 18 15 -8 -3 -2 16 -5 -9 22 -7 -14 -21 -11 -12 24 -18 26 -25 -28 -19 -22 right_child=1 4 5 10 -6 9 11 14 -10 21 17 -13 19 -15 -16 -17 23 28 -20 20 29 -23 -24 25 -26 -27 27 -29 -30 -31 leaf_value=-0.0099252068859929151 -0.00023196179384725278 0.0096883179266060767 -0.0055048806431311683 0.0041489151301240985 0.011160926886517222 -0.0020089666779093845 -0.0082642366122935955 0.0014767355335098917 -0.0022699520853603841 -0.0027221186300469191 0.0056526558258995219 -0.005308242307414575 0.0063040591648874968 0.0021551202143144889 0.0080515322818428235 -7.3815180096321276e-05 -0.0096475165019926819 0.0071859194660800129 0.031080262300156623 0.0087003533192388377 0.004196055181394636 0.0027938582942201584 -0.0048185649851877109 0.0037279809834229378 0.010378193046640137 -0.00052023232533477261 -0.007113897417111238 0.017971149203906276 0.012547077137543819 -0.013819800167138256 leaf_weight=12842.977812498808 1815.5385175868869 913.5305127799511 1728.8257223982364 861.96995531022549 10879.81067859754 2245.4505437407643 2376.6920163854957 861.94856582954526 655.38817925564945 75.918809924274683 1089.9260028749704 533.58624820783734 740.05499385297298 641.05775607377291 94.691966786980629 165.6194589138031 6.1721622198820105 307.52958304435015 1.7615440078079689 919.48930862545967 13.410768777132036 333.74325830489397 17.180642411112785 1337.1417152807117 60.001515991985798 120.9755536839366 32.588815167546272 6.5212251842021933 66.542904630303383 7.4423847496509543 leaf_count=564080 10588 10326 36228 4548 125331 24951 72927 6781 9025 598 4748 11593 3946 2946 424 712 31 2689 9 5660 58 3992 84 7209 299 887 144 28 307 31 internal_value=0 0.00782242 -0.00791938 0.00281256 0.0106057 -0.00292302 -0.00951823 0.00168108 -0.00461564 -0.0014041 0.00505707 -0.00772227 0.00827672 0.000390956 0.00293873 0.00346833 0.00273911 0.00615928 -0.00198303 0.00750933 0.00845788 0.00177163 0.00549016 0.00343509 0.00851035 0.00321078 0.00353874 -0.00293121 0.0081396 -0.00223371 internal_weight=0 20959.1 20794.3 7485.41 13473.7 5041.09 15753.3 4976.64 2384.21 2656.87 2508.77 2910.28 2593.93 2456.6 2520.04 1027.59 2425.35 1481.18 2247.21 1680.4 940.342 409.662 1107.11 1563.4 66.1737 1497.23 1376.25 39.11 374.072 20.8532 internal_count=911180 187777 723403 42425 145352 74803 648600 29337 45253 29550 13088 84520 20021 13534 15803 5260 15379 7828 24960 9695 5749 4590 4832 8598 330 8268 7381 172 2996 89 is_linear=0 shrinkage=0.01 Tree=275 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 9 9 9 9 1 9 9 0 9 1 9 9 10 9 10 10 9 10 9 9 9 1 1 split_gain=25515 3111.06 1468.62 208.794 176.368 145.512 75.8712 69.8253 59.5084 58.2169 53.022 31.9412 30.7562 28.5634 24.4315 22.1107 21.2976 26.7211 26.1304 21.1256 19.59 19.3982 18.4555 17.2763 16.5247 16.0487 15.1899 14.7135 27.23 15.6918 threshold=0.036334333941340412 0.98755538463592529 0.00025326936156485003 0.51461192965507518 0.99989646673202526 0.0023884368129074005 9.6955882327165472e-06 4.8750000000000009 5.2550000000000008 5.4450000000000012 5.285000000000001 0.62470657276995312 5.5250000000000012 3.0050000000000003 1.0000000180025095e-35 6.1150000000000011 0.75110619469026563 5.6750000000000007 5.4750000000000005 0.94052824378013633 5.2950000000000008 0.0089773964136838514 0.8784809708595277 7.6900000000000004 0.13270235061645502 5.535000000000001 5.1250000000000009 9.0500000000000025 0.051836094939543158 0.77442071785552036 decision_type=2 2 2 2 2 2 2 8 8 10 8 2 8 10 2 10 2 8 10 2 10 2 2 10 2 10 10 10 2 2 left_child=2 3 6 7 13 10 -1 -2 22 21 -4 19 -8 -3 16 -13 18 -18 24 -10 -15 -7 -5 26 -9 -20 -16 29 -29 -11 right_child=1 4 5 8 -6 9 12 14 11 27 -12 15 -14 20 23 -17 17 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.010020794567458167 -0.00025729139943765725 0.0096511351004157087 -0.0063482323744424819 0.0025839861886253574 0.01114535363478931 -0.0035287265013817155 -0.0088376387940316374 0.00086961773997317696 0.0057102717998029785 0.0012574478339962296 -0.003073398228410257 0.0047579872968857226 -0.0065854456966546685 0.006221614566750148 0.001651390837278632 -0.0013646415232785038 0.0036513948505000212 -0.0058633346173082804 0.011862193004649024 0.0085927871030281808 0.0084098279388002215 -0.0017409391122964989 0.0043304104996221256 0.014135941397916945 0.0035643754268693895 0.0048503266173623907 -0.0019784627860927216 0.0096478696438753626 -0.0038357496411202826 -0.0055501649391793148 leaf_weight=11386.130222085863 2021.9484009519219 918.05156876519322 1583.940139837563 1348.2062422931194 10786.530292034149 1123.7916624192148 2936.5985241662711 388.2563230805099 739.50878681987524 338.18075561337173 718.74038719199598 198.86925604939461 764.12258998770267 726.64784284681082 286.41795754060149 83.852844960987568 59.784120455384254 58.299783758819103 35.629894897341728 387.47149784862995 936.27907615154982 1319.5712570287287 1097.8211779892445 9.0510809421539289 549.80052984878421 389.20711150765419 192.95148844271898 49.239521618932486 21.524571537971497 37.627023501321673 leaf_count=514855 12200 10412 35353 6251 125331 16711 98559 3878 3836 4681 13145 1336 22133 3860 1636 416 447 276 292 2308 5749 13770 5426 41 3711 2407 1111 407 278 364 internal_value=0 0.00764944 -0.00803773 0.0026513 0.0105835 -0.0034507 -0.0096165 0.00104806 0.00431094 -0.00195643 -0.00532605 0.00594739 -0.00837261 0.00823529 0.00238825 0.00294207 0.00302788 -0.00104617 0.00338087 0.00670132 0.00745365 -0.00256321 0.00336781 0.000448765 0.00244903 0.00543839 0.000190335 0.0013635 0.00554651 0.000575849 internal_weight=0 21214.6 20279.5 7847.08 13367.5 5192.62 15086.9 3991.35 3855.73 2889.93 2302.68 1409.7 3700.72 2580.98 1969.4 282.722 1480.98 118.084 1362.89 1126.98 1662.93 2443.36 2446.03 488.421 938.057 424.837 479.369 446.572 70.7641 375.808 internal_count=911180 190924 720256 45572 145352 84709 635547 25999 19573 36211 48498 7896 120692 20021 13799 1752 11011 723 10288 6144 9609 30481 11677 2788 7589 2699 2747 5730 685 5045 is_linear=0 shrinkage=0.01 Tree=276 num_leaves=31 num_cat=0 split_feature=9 5 9 9 9 9 2 9 4 0 9 4 5 2 2 2 5 2 3 9 4 2 3 5 0 2 4 4 5 9 split_gain=5725.78 594.983 548.671 231.14 210.352 286.616 132.743 124.426 147.237 111.137 100.919 120.287 74.1539 86.4718 86.841 105.874 67.7371 63.3319 66.1027 63.6778 58.7966 55.6124 54.6662 54.6119 53.4742 53.3372 53.2021 52.6417 51.1444 47.3679 threshold=3.1750000000000003 33.500000000000007 2.1250000000000004 4.1150000000000011 5.5950000000000006 4.3750000000000009 0.97385509227614497 8.4800000000000022 3.5000000000000004 1.0000000180025095e-35 6.9850000000000012 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 0.78297101449275375 0.78956442831215978 30.500000000000004 0.24165739710789766 24.500000000000004 1.5450000000000002 2.5000000000000004 0.99938118811881205 29.500000000000004 18.500000000000004 1.0000000180025095e-35 0.94754041967664271 2.5000000000000004 3.5000000000000004 15.500000000000002 2.6750000000000003 decision_type=10 2 10 10 10 10 2 10 10 2 10 10 2 2 2 2 2 2 8 8 10 2 10 2 2 2 10 8 2 10 left_child=2 4 9 -3 5 20 -5 10 24 16 23 -12 -7 -14 -15 -16 17 18 -1 -19 -2 -8 -18 -6 28 -17 29 -21 -9 -4 right_child=1 3 26 6 7 12 21 8 -10 -11 11 -13 13 14 15 25 22 19 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0009766054086164707 -6.0348660784402204e-05 -0.0010613556996995988 0.0040008490601314249 -0.0064905292683118667 0.00025362619125755121 -0.002698461688767756 0.0030567500866546804 -0.0059345117858366639 0.0051720684969990098 0.0079029999319511612 -0.0017599588760388997 0.0057309114190490932 -0.00027347003387292968 -0.0057555521966542516 0.0052940663887215368 -0.0058761048125703002 0.0062794373110658169 0.0033712115495828639 0.0052056378669459195 0.0075036708827296737 -0.0045865671523446835 -0.005728386529598865 0.00077786392144070147 -0.0045495485743204485 -0.0089258542409836935 -0.00069977315545664137 -0.0024632357059020601 -0.00055224285285266348 0.00062066831709203167 0.0021520366621384122 leaf_weight=218.1112193018198 4121.5428337510675 1063.8484767917544 2149.7761490158737 5544.5799502460286 2250.0340826883912 6067.8684932813048 214.43284037336707 294.64319071918726 167.26883142627776 3496.1058390513062 306.546297557652 712.8607959356159 452.67128666117787 2915.0368693228811 154.22179083433002 481.55268398113549 290.47471536695957 485.85511647537351 835.342867705971 2881.2265726439655 308.48041345365345 108.52476458065212 477.53102714195848 264.54979380778968 254.82597248442471 339.33138801530004 197.64745881780982 83.464593537151814 199.68655189871788 3899.488770198077 leaf_count=2048 61181 23226 21830 258920 40440 133624 4523 12150 2587 45297 8209 10053 7882 111184 2583 18265 2802 5095 9909 35207 7460 2823 5400 8986 12553 5431 2848 877 6104 41683 internal_value=0 -0.002837 0.00490697 -0.00534995 -0.00193409 -0.00250592 -0.00612752 -2.72153e-05 -0.00331073 0.00652048 0.000824258 0.00347833 -0.00341246 -0.00441006 -0.00489141 -0.00230811 0.00560367 0.00607173 0.00392564 0.00672694 -0.000375528 0.000104645 0.00285867 -0.000251698 -0.00520474 -0.00373635 0.00264225 0.00727687 -0.00328652 0.00280906 internal_weight=0 26222.5 15015 6931.39 19291.1 14840.7 5867.54 4450.42 916.425 8768.11 3533.99 1019.41 10410.7 4342.81 3890.14 975.106 5272.01 4504 1053.45 3450.55 4430.02 322.958 768.006 2514.58 749.156 820.884 6246.91 2964.69 494.33 6049.26 internal_count=911180 738184 172996 289492 448692 347610 266266 101082 33394 106635 67688 18262 278969 145345 137463 26279 61338 53136 11957 41179 68641 7346 8202 49426 30807 23696 66361 36084 18254 63513 is_linear=0 shrinkage=0.01 Tree=277 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 9 9 9 9 1 9 9 0 9 1 9 9 10 10 9 10 9 10 9 9 3 10 9 split_gain=25087.8 3092.36 1467.1 205.382 177.871 143.96 76.4773 69.3128 58.2343 57.7272 52.385 31.6218 30.6799 28.3107 24.4041 21.6499 21.0045 26.4998 25.4247 20.9996 19.1367 18.8938 18.1638 16.9104 16.2051 15.7343 14.5635 14.9118 14.3429 14.2037 threshold=0.036334333941340412 0.98755538463592529 0.00025326936156485003 0.51461192965507518 0.99989646673202526 0.0023884368129074005 9.6955882327165472e-06 4.8750000000000009 5.2550000000000008 5.4450000000000012 5.285000000000001 0.62470657276995312 5.5250000000000012 2.9750000000000005 1.0000000180025095e-35 6.1150000000000011 0.75110619469026563 5.6750000000000007 5.4750000000000005 0.94052824378013633 0.0089773964136838514 5.2950000000000008 0.8784809708595277 7.6900000000000004 0.13270235061645502 5.535000000000001 5.1250000000000009 12.500000000000002 0.99766892194747936 9.0500000000000025 decision_type=2 2 2 2 2 2 2 8 8 10 8 2 8 10 2 10 2 8 10 2 2 10 2 10 2 10 10 10 2 10 left_child=2 3 6 7 13 10 -1 -2 22 20 -4 19 -8 -3 16 -13 18 -18 24 -10 -7 -15 -5 26 -9 -20 27 -16 -23 -11 right_child=1 4 5 8 -6 9 12 14 11 29 -12 15 -14 21 23 -17 17 -19 25 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010014486369659606 -0.00025997999420984333 0.0096289072215021958 -0.0063172490284421016 0.0025684304580451561 0.011128091086461836 -0.0035046044752287892 -0.0088190146786393357 0.000879751603979021 0.0056639095852247454 0.00059230747221567415 -0.0030557827911070856 0.0047097370967654692 -0.0065621763384082852 0.0062276689498525937 -0.011363354234323567 -0.0013529092360605054 0.0036465022536260874 -0.0058306650314512197 0.011740854280632269 0.0085432226617182805 -0.001726421643955727 0.0067305807364419056 0.0043022075379637635 0.013969659059433277 0.0035508393307172883 0.0048113501050526539 -0.0019455848624847169 0.002014664780193574 0.0093085002435974486 0.0054696965309195987 leaf_weight=11242.432703994215 2020.6055392436683 895.6252932921052 1573.5849416833371 1346.9679816961288 10657.146265186369 1120.0140943247825 2907.7844931716099 387.3566459454596 737.80561648309231 375.28612366318703 716.80371083877981 198.0055473446846 759.73878038488328 736.4198056012392 8.5902407616376859 83.843998916447163 59.78521678596735 58.251817770302296 35.776152994483709 385.72306426614523 1316.7539189234376 339.26123113930225 1095.8592458590865 9.061078876256941 549.10008257627487 389.63169202208519 192.59125773981214 277.10667788982391 593.1791715323925 71.003984078764915 leaf_count=514855 12200 10326 35353 6251 125331 16711 98559 3878 3836 5045 13145 1336 22133 3946 54 416 447 276 292 2308 13770 1828 5426 41 3711 2407 1111 1582 3921 685 internal_value=0 0.00760896 -0.00801336 0.00263121 0.0105591 -0.00342498 -0.00960543 0.00104087 0.00427927 -0.00193816 -0.00529654 0.00590112 -0.0083515 0.00819467 0.00237699 0.00290623 0.00301615 -0.00103052 0.00336688 0.00665242 -0.00254373 0.00742496 0.00334621 0.000436116 0.00244597 0.00539411 0.000179725 0.00161242 0.00837054 0.00136829 internal_weight=0 21057.7 20083.4 7836.06 13221.6 5173.45 14910 3987.86 3848.21 2883.06 2290.39 1405.38 3667.52 2564.49 1967.25 281.85 1479.9 118.037 1361.86 1123.53 2436.77 1668.86 2442.83 487.349 936.457 425.408 478.288 285.697 932.44 446.29 internal_count=911180 190924 720256 45572 145352 84709 635547 25999 19573 36211 48498 7896 120692 20021 13799 1752 11011 723 10288 6144 30481 9695 11677 2788 7589 2699 2747 1636 5749 5730 is_linear=0 shrinkage=0.01 Tree=278 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 2 10 10 4 2 4 10 4 4 1 1 3 10 4 1 1 3 10 2 2 4 4 split_gain=24744.7 3086.63 1467.83 265.46 142.459 114.916 77.1842 50.779 23.4397 21.7012 21.1754 18.2158 16.4968 16.2074 15.5578 14.0608 13.2987 12.9741 14.9287 14.33 12.5238 12.1622 14.6287 17.8102 12.6334 12.2017 11.878 11.2689 14.1052 10.7841 threshold=0.036334333941340412 0.99473056197166454 0.00025326936156485003 0.78322452306747448 0.0023884368129074005 0.99989646673202526 9.6955882327165472e-06 0.2688089013099671 0.8577380952380953 0.0089773964136838514 0.94052824378013633 2.5000000000000004 0.84654631083202525 1.5000000000000002 0.00099748477805400022 1.5000000000000002 3.5000000000000004 0.35498944829665363 0.37053001277139214 23.500000000000004 6.4727209974080338e-05 1.5000000000000002 1.0000000180025095e-35 0.028778467908902653 29.500000000000004 0.0089773964136838514 0.20112359550561798 0.86391694725028068 2.5000000000000004 7.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 8 2 8 2 8 10 2 2 10 2 10 2 2 10 2 2 2 8 8 left_child=2 3 6 7 14 11 -1 16 9 -6 12 -3 13 -5 -4 -9 27 19 -19 -12 -8 22 -10 25 -25 -24 -15 -2 -29 -28 right_child=1 5 4 10 8 -7 20 15 21 -11 17 -13 -14 26 -16 -17 -18 18 -20 -21 -22 -23 23 24 -26 -27 29 28 -30 -31 leaf_value=-0.010009003139255025 0.00045755516929569211 0.0088333656699063311 -0.0059448256220070153 0.0045763150393404025 -0.0033017048640431937 0.011112821318523961 -0.0088066117278478434 0.0029515820535527182 -0.00068768008357448845 -0.0014202484897905237 0.010023603009665949 0.005653621579102772 0.0069186750479794104 0.0057612409066112079 -0.0042600407041390896 0.0012792638680607451 -0.0022495174683840559 -0.004170452856311865 0.0053142211289727839 0.0063246487286400263 -0.0076072192540396454 -0.0027359116901892367 0.016568620903109402 -0.0017244319547544931 0.0054508017950550226 0.005092191463681328 0.0012262253328159986 0.0026213490028179909 -0.00930364188119801 -0.015064288345114378 leaf_weight=11136.635781105608 2190.2258433625102 1845.0563021227717 1363.4790905080736 806.31194645166397 1140.9773468580097 10565.531169544905 2198.179097793065 1921.4513003453612 172.68946674838662 1324.9464163482189 123.68739043176174 199.65861108526587 202.37125904858112 64.562455706298351 916.53298723697662 680.95154847949743 158.40877144783735 16.926344178617001 847.73065400868654 683.49804611504078 1441.4874659478664 100.86740062199533 14.667780097573994 56.191898766905069 43.561507984995842 25.147040970623493 254.13401459902525 377.21702489256859 10.186753809452055 4.1296633183956137 leaf_count=514855 15568 15248 31966 4033 17467 125331 78850 9348 1489 14243 629 1441 954 322 16532 3791 1476 79 5197 3921 41842 1331 157 780 592 152 1265 2208 93 20 internal_value=0 0.00757113 -0.00799248 0.00285201 -0.00340026 0.0106929 -0.00959583 0.00151398 -0.00192147 -0.00229079 0.00523035 0.00852288 0.00428946 0.00381823 -0.00526757 0.002514 0.000562803 0.0059797 0.00512855 0.00689145 -0.00833159 0.000282977 0.00125816 0.00366577 0.00140893 0.00932011 0.0019248 0.000735634 0.00230778 0.000965738 internal_weight=0 20952 19935.4 8341.79 5159.06 12610.2 14776.3 5338.44 2879.05 2465.92 3003.35 2044.71 1331.51 1129.14 2280.01 2602.4 2736.04 1671.84 864.657 807.185 3639.67 413.125 312.258 139.568 99.7534 39.8148 322.826 2577.63 387.404 258.264 internal_count=911180 190924 720256 48904 84709 142020 635547 32484 36211 31710 16420 16689 6594 5640 48498 13139 19345 9826 5276 4550 120692 4501 3170 1681 1372 309 1607 17869 2301 1285 is_linear=0 shrinkage=0.01 Tree=279 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 9 9 9 9 9 10 4 10 5 9 9 5 5 9 9 9 10 9 5 4 9 9 9 split_gain=24406.1 3081.12 1468.48 261.186 140.941 116.536 77.8994 76.7993 56.4888 52.3432 51.6487 31.0886 29.011 27.2479 26.5535 24.3501 22.1757 34.3868 25.9959 19.7134 25.8429 19.5229 18.8982 18.6264 17.6253 17.6124 17.2629 21.9874 21.7829 17.8938 threshold=0.036334333941340412 0.99473056197166454 0.00025326936156485003 0.78322452306747448 0.0023884368129074005 0.99989646673202526 9.6955882327165472e-06 4.8650000000000011 5.4450000000000012 5.285000000000001 7.6450000000000005 5.5250000000000012 0.18897357583045957 2.5000000000000004 0.2688089013099671 26.500000000000004 4.8650000000000011 4.4150000000000009 401.50000000000006 25.500000000000004 8.3400000000000016 9.0500000000000025 2.9750000000000005 0.0089773964136838514 4.8950000000000005 103.50000000000001 2.5000000000000004 7.3800000000000008 5.4250000000000007 7.0450000000000008 decision_type=2 2 2 2 2 2 2 8 10 8 8 8 2 8 2 2 10 10 2 2 10 10 10 2 8 2 8 10 10 10 left_child=2 3 6 7 9 22 -1 14 23 -4 16 -8 -9 -12 -2 -15 17 -5 -18 -10 -21 24 -3 -6 -14 26 29 28 -28 -26 right_child=1 5 4 10 8 -7 11 12 19 -11 13 -13 21 15 -16 -17 18 -19 -20 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-0.010003523171311342 -0.0006683814584301066 0.0097612901243360525 -0.0062651794886139957 0.0044173163320400969 -0.0034568486419379041 0.011097688688768297 -0.0087864017486709283 0.0014148180862167303 -0.00013714159721773712 -0.0029925115031783035 0.0093052408868609625 -0.0064990097998983785 0.0083634573339129402 0.00528030765170741 0.0013406737929754469 -0.010053578852465586 0.0056912233478662614 -4.4523766024554051e-05 -0.0057145121020322617 0.0016852985789605301 0.010841871626530261 0.0093005834869353422 0.0077557605296289904 -0.0016993945221459869 0.0036254282176101968 -0.00055768994048018678 -0.0015053110494391753 -0.0070972330637088512 0.0066089505224799895 0.010943318146886918 leaf_weight=11031.834179341793 1386.3551154360175 736.59158933535218 1557.6850823201239 997.73618246614933 1114.5031200852245 10474.594548113644 2862.249514862895 1080.8680636920035 295.43191201612353 712.14812266454101 390.01012126356363 749.84671794809401 66.38428270816803 59.466851107776165 1251.9605355262756 12.539897464215754 1309.4740629196167 208.89200048148632 20.292553335428238 107.71311608888209 43.178998243063688 56.582385614514351 1297.4819607809186 1314.1540466919541 1176.6969133391976 121.14213143289089 73.136261589825153 31.714210256934166 60.41218226402998 34.390835046768188 leaf_count=514855 8996 8810 35353 5556 16711 125331 98559 8664 3497 13145 3518 22133 330 421 5990 87 5839 902 97 1894 339 236 7879 13770 6225 887 521 141 342 152 internal_value=0 0.00753355 -0.00797152 0.00282477 -0.00337565 0.0106723 -0.00958618 0.0014985 -0.00190498 -0.0052384 0.00518662 -0.00831155 0.00268371 0.00826176 0.000284976 0.00260993 0.00462647 0.00364488 0.00551717 0.00136482 0.00430553 0.00353008 0.00848202 -0.00250588 0.0033213 0.00309778 0.00341953 0.000387778 0.00216527 0.00383323 internal_weight=0 20846.7 19788.7 8338.05 5144.81 12508.7 14643.9 5339.64 2874.98 2269.83 2998.41 3612.1 2701.33 462.017 2638.32 72.0067 2536.39 1206.63 1329.77 446.324 150.892 1620.46 2034.07 2428.66 1563.88 1497.49 1376.35 165.263 133.548 1211.09 internal_count=911180 190924 720256 48904 84709 142020 635547 32484 36211 48498 16420 120692 17498 4026 14986 508 12394 6458 5936 5730 2233 8834 16689 30481 8598 8268 7381 1004 863 6377 is_linear=0 shrinkage=0.01 Tree=280 num_leaves=31 num_cat=0 split_feature=9 9 9 9 9 4 0 0 4 4 9 9 9 9 9 4 9 9 9 9 4 9 9 3 9 9 4 9 9 4 split_gain=5390.51 529.224 342.605 309.177 314.001 139.093 112.254 75.7209 73.7766 125.284 58.6998 64.8699 74.8786 81.5046 73.4995 55.2916 52.2679 50.4463 44.3027 46.5243 44.1539 42.446 81.3352 41.3604 41.3071 41.2781 36.9158 34.064 71.915 34.0025 threshold=3.1750000000000003 2.0250000000000004 4.0850000000000009 5.955000000000001 9.7700000000000014 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 3.5000000000000004 4.5150000000000006 4.7650000000000006 4.995000000000001 5.5950000000000006 4.9850000000000012 2.5000000000000004 2.6750000000000003 5.6050000000000013 5.3350000000000009 5.3450000000000006 2.5000000000000004 8.4800000000000022 8.7300000000000022 22.500000000000004 8.3400000000000016 8.8300000000000018 3.5000000000000004 4.8950000000000005 4.8650000000000011 1.5000000000000002 decision_type=10 10 10 10 10 10 2 2 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 left_child=1 6 20 5 8 10 26 18 9 21 -4 -12 14 -14 23 16 -3 -15 -7 -20 -2 29 -23 -13 -11 -24 -1 28 -25 -5 right_child=2 15 3 4 -6 7 -8 -9 -10 24 11 12 13 17 -16 -17 -18 -19 19 -21 -22 22 25 27 -26 -27 -28 -29 -30 -31 leaf_value=0.0056593773449210754 2.9947229384026565e-06 0.0039968561687371267 -0.0013907033435541245 -0.00016412732269861316 -0.0068538460959737882 -0.0063308307828495794 0.0078998086467292911 -0.0027100729669675173 0.0046127403153266343 -0.0067815629687070231 -0.0060749815361023727 -0.0066010586550134323 -0.0043778840869075613 0.005352225258934795 0.0030104449105741544 -0.0025355247894977935 0.0020921190639642691 -0.0019914271485777283 0.0029037279785933531 -0.0047136005912523154 -0.0041924626420881675 -0.0087003935049590041 0.0094710376380797 -0.003350626583401288 0.0067900838594819202 -0.00099232053945004853 -0.00013977117853765362 -0.0031769466511184677 0.0027040024773910157 0.0021135178640690044 leaf_weight=4906.9837337434292 4167.9042037799954 2309.1160081736743 1450.4779325090349 1491.8100143745542 782.38185493741184 3366.5452357064933 3319.960564725101 1038.4721975401044 328.78140401281416 341.20124635379761 919.63741257693619 210.03063239902258 4946.609492267482 105.24688276089728 287.10320229269564 199.91311398334801 3830.623090326786 841.07800296135247 84.64527799282223 1520.4572516381741 266.91217210516334 142.3490737490356 41.180146863684058 397.29614886082709 24.004116304218769 446.53708218410611 112.28184286877513 949.06179244816303 387.52636623196304 1169.1159161264077 leaf_count=58728 65411 24125 32087 33305 43074 137963 44312 22299 4362 13924 27630 6867 156082 1838 5286 2914 41683 23769 2286 65068 6386 7639 398 10685 211 13323 1234 25389 7554 25348 internal_value=0 0.00481769 -0.00277787 -0.00330499 -0.00106183 -0.00395295 0.00647324 -0.00516602 7.53364e-05 -0.000332687 -0.00325821 -0.00355773 -0.00327278 -0.0038635 -0.00171247 0.00263996 0.00280848 -0.00117469 -0.00567902 -0.0043119 -0.000249511 0.000283963 -0.00204991 -0.00241001 -0.00588953 -0.000108852 0.00552965 -0.00190234 -0.000360997 0.000836589 internal_weight=0 14678.9 25706.4 21271.5 4767.36 16504.2 8339.23 6010.12 3984.98 3656.2 10494.1 9043.59 8123.95 5892.93 2231.02 6339.65 6139.74 946.325 4971.65 1605.1 4434.82 3290.99 630.066 1943.91 365.205 487.717 5019.27 1733.88 784.823 2660.93 internal_count=911180 172996 738184 666387 141584 524803 104274 227616 98510 94148 297187 265100 237470 181689 55781 68722 65808 25607 205317 67354 71797 80013 21360 50495 14135 13721 59962 43628 18239 58653 is_linear=0 shrinkage=0.01 Tree=281 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 9 9 9 9 9 10 4 10 5 9 9 5 5 9 9 9 10 9 9 9 5 9 5 split_gain=24005.3 3061.9 1466.74 256.963 139.518 117.702 78.5114 76.5086 56.0387 51.5902 50.4926 30.9768 28.4899 27.0091 26.2112 23.9165 22.3522 32.9034 25.557 19.2549 24.9918 19.1114 18.8163 18.4223 17.1116 36.4529 17.6448 17.1951 17.0093 17.1454 threshold=0.036334333941340412 0.99473056197166454 0.00025326936156485003 0.78322452306747448 0.0023884368129074005 0.99989646673202526 9.6955882327165472e-06 4.8650000000000011 5.4450000000000012 5.285000000000001 7.6450000000000005 5.5250000000000012 0.18897357583045957 2.5000000000000004 0.51461192965507518 26.500000000000004 4.8650000000000011 4.4150000000000009 401.50000000000006 25.500000000000004 8.3400000000000016 9.0500000000000025 2.9750000000000005 0.0089773964136838514 6.1150000000000011 6.1250000000000009 5.5150000000000006 336.50000000000006 4.8950000000000005 103.50000000000001 decision_type=2 2 2 2 2 2 2 8 10 8 8 8 2 8 2 2 10 10 2 2 10 10 10 2 10 10 10 2 8 2 left_child=2 3 6 7 9 22 -1 14 23 -4 16 -8 -9 -12 -2 -15 17 -5 24 -10 -21 28 -3 -6 26 -26 27 -18 -14 -30 right_child=1 5 4 10 8 -7 11 12 19 -11 13 -13 21 15 -16 -17 18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.0099972791886624116 -0.00028587123159236902 0.0097284053472798688 -0.0062340974505394409 0.0043700172689275065 -0.0034342238442074068 0.01108080510333528 -0.0087675626914750469 0.0014154644064768682 -0.00011685917412025317 -0.0029792350840114608 0.0092549448158297173 -0.0064771743260148128 0.0082531077889694982 0.0052350195283072517 0.0020401018990530446 -0.0099513805819194355 0.0053000972382307486 4.0867303314322199e-06 -0.0056572554713160582 0.0016895063940627858 0.010674571166129456 0.0092219840597978359 0.0077180536992827922 -0.0016840117520293492 -0.0050301865075419771 0.0051600398684623627 0.0083994494162619934 0.019474584279253276 0.0034035795841398432 -0.00052542023450635668 leaf_weight=10895.886305166408 1996.525893189013 727.62337465584278 1547.6249483376741 994.82767517864704 1110.8844735063612 10350.574361685663 2834.4211294054985 1079.2081850804389 294.92877222783864 710.54711389169097 386.14466881006956 745.89093192759901 66.546125389635563 59.187367312610149 639.71596818417311 12.573193728923796 811.91318294405937 208.85856828093529 20.240473702549934 107.66517738997936 43.449697107076645 56.589055702090263 1292.7490479126573 1311.285781763494 43.925890065729618 174.80488957464695 269.31166611611843 8.6495158523321134 1374.692250803113 120.82871762663126 leaf_count=514855 12040 8810 35353 5556 16711 125331 98559 8664 3497 13145 3518 22133 330 421 2946 87 3525 902 97 1894 339 236 7879 13770 265 816 1195 38 7381 887 internal_value=0 0.00749459 -0.00794734 0.00280561 -0.00335069 0.0106499 -0.00957513 0.00149011 -0.00188689 -0.00520994 0.00515209 -0.0082904 0.00267398 0.00820797 0.000278554 0.0025742 0.00459956 0.00361246 0.0054937 0.00137037 0.00427296 0.00351308 0.00844207 -0.00248671 0.00566617 0.00311362 0.00617845 0.00544951 0.00330626 0.00308614 internal_weight=0 20695.5 19602.6 8324.54 5126.39 12370.9 14476.2 5334.11 2868.21 2258.17 2990.44 3580.31 2697.86 457.905 2636.24 71.7606 2532.53 1203.69 1328.85 446.044 151.115 1618.66 2020.37 2422.17 1308.61 218.731 1089.87 820.563 1562.07 1495.52 internal_count=911180 190924 720256 48904 84709 142020 635547 32484 36211 48498 16420 120692 17498 4026 14986 508 12394 6458 5936 5730 2233 8834 16689 30481 5839 1081 4758 3563 8598 8268 is_linear=0 shrinkage=0.01 Tree=282 num_leaves=31 num_cat=0 split_feature=9 5 9 9 9 9 2 9 4 0 9 4 5 2 2 2 5 2 3 9 4 4 2 0 2 3 5 9 5 4 split_gain=5219.25 562.066 518.33 218.276 192.012 263.482 129.51 112.928 138.145 111.462 91.5132 109.417 70.8952 85.4883 81.8947 98.3305 65.5161 63.1295 64.4119 63.1569 55.2252 53.8161 53.5484 52.5997 51.6344 51.624 50.9717 50.9271 50.4533 48.599 threshold=3.1750000000000003 33.500000000000007 2.0250000000000004 4.1150000000000011 5.5950000000000006 4.3750000000000009 0.97385509227614497 8.4800000000000022 3.5000000000000004 1.0000000180025095e-35 6.9850000000000012 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 0.78297101449275375 0.78956442831215978 30.500000000000004 0.24165739710789766 26.500000000000004 1.5450000000000002 2.5000000000000004 2.5000000000000004 0.99938118811881205 1.0000000180025095e-35 0.94754041967664271 29.500000000000004 18.500000000000004 2.6750000000000003 15.500000000000002 3.5000000000000004 decision_type=10 2 10 10 10 10 2 10 10 2 10 10 2 2 2 2 2 2 8 8 10 10 2 2 2 10 2 10 2 8 left_child=2 4 9 -3 5 20 -5 10 23 16 26 -12 -7 -14 -15 -16 17 18 -1 -19 -2 27 -8 28 -17 -18 -6 -4 -9 -21 right_child=1 3 21 6 7 12 22 8 -10 -11 11 -13 13 14 15 24 25 19 -20 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00091273090347561848 -4.0353058658679135e-05 -0.0010185314431381768 0.0039465283528555004 -0.0063722839377260603 0.00026584640862959639 -0.0025878666867810382 0.0031067946662536655 -0.0058508645477543444 0.0051105646322447112 0.007843014029480129 -0.0016834657086671528 0.0055662876403680837 -0.00013075563910915761 -0.0056287949406296847 0.0052233232075825841 -0.0057734689883081622 0.0061538098112940186 0.0032341310859628318 0.0051235171529046266 0.0074201645532261367 -0.0044885024418515442 -0.0025209550563804763 -0.0056156134931090321 -0.0088755907181373161 -0.00061853731153158769 0.00061113152243921093 -0.004438131201321578 0.0020599063322718886 0.0007507823240228002 -0.00050849043650757575 leaf_weight=228.7696430310607 4036.6487875003368 1039.5261848606169 2292.1108364760876 5343.9369148695841 2205.7491900622845 5917.8934355098754 211.61108937673271 283.84692818392068 163.1841444503516 3278.1516785658896 298.21914816834033 689.51998033374548 443.16376348771155 2819.986387279816 149.10659551713616 465.70488637965173 267.78802481293678 471.47460375726223 777.87482397630811 2695.9479109495878 299.84477826114744 198.58527428284287 105.46139903925359 242.24567486904562 333.4270525323227 451.12640929594636 257.21768215112388 3807.6321324780583 195.50311240553856 79.590974219143391 leaf_count=2191 61181 23226 24125 258920 40440 133624 4523 12150 2587 44312 8209 10053 7882 111184 2583 18265 2657 5095 9591 34348 7460 2914 2823 12553 5431 5227 8986 41683 6104 853 internal_value=0 -0.00274359 0.00476239 -0.00523043 -0.00185732 -0.00241056 -0.00600386 -1.13552e-05 -0.00319863 0.00641151 0.000805878 0.00337744 -0.00329361 -0.00428533 -0.00477394 -0.00223165 0.00546779 0.00593968 0.00375172 0.00661799 -0.000347918 0.00260206 0.000205637 -0.0050777 -0.00362264 0.00267572 -0.000225409 0.00276885 -0.00315838 0.0071928 internal_weight=0 25501.8 14549.1 6700.54 18801.3 14465.8 5661.01 4335.49 884.78 8250.72 3450.71 987.739 10129.3 4211.39 3768.22 948.239 4972.57 4253.66 1006.64 3247.01 4336.49 6298.33 317.072 721.596 799.132 718.914 2462.97 6099.74 479.35 2775.54 internal_count=911180 738184 172996 289492 448692 347610 266266 101082 33394 104274 67688 18262 278969 145345 137463 26279 59962 52078 11782 40296 68641 68722 7346 30807 23696 7884 49426 65808 18254 35201 is_linear=0 shrinkage=0.01 Tree=283 num_leaves=31 num_cat=0 split_feature=9 9 5 9 9 9 1 9 4 1 5 5 9 4 5 9 1 3 1 1 4 1 9 9 4 9 5 9 5 4 split_gain=5127.6 561.674 560.439 200.019 227.507 184.521 139.912 111.014 135.869 102.095 101.36 101.337 89.9147 107.59 64.6189 59.9839 75.6859 66.9397 59.5172 56.2561 63.9107 55.19 53.7832 132.742 97.5302 110.65 60.8511 52.6407 50.1104 48.9978 threshold=3.2350000000000008 2.1250000000000004 33.500000000000007 5.5950000000000006 4.3750000000000009 4.3150000000000004 0.028778467908902653 8.4800000000000022 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 12.500000000000002 6.9850000000000012 1.5000000000000002 1.0000000180025095e-35 2.1250000000000004 0.75110619469026563 26.500000000000004 0.27293771043771048 0.012270400481782552 2.5000000000000004 0.51630627437079057 5.9350000000000014 9.0500000000000025 2.5000000000000004 7.5550000000000006 143.50000000000003 2.6750000000000003 18.500000000000004 1.5000000000000002 decision_type=10 10 2 10 10 10 2 10 10 2 2 2 10 10 2 8 2 8 2 2 10 2 10 10 10 10 2 10 2 10 left_child=1 11 3 4 19 -4 -7 12 -9 14 -11 15 28 21 -6 -1 -17 -18 -13 -2 -21 -14 -8 24 25 26 -24 -3 -5 -12 right_child=2 27 5 7 9 6 22 8 -10 10 29 18 13 -15 -16 16 17 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0052794582023454406 0.0017073223750547499 0.0036905113543141254 -0.0016346904058502951 0.00026316881212986356 -0.002755538425201562 -9.8198305456839568e-06 -0.0070930013373338967 -0.0050479505139030068 0.0050616273382904572 -0.0027514732577286196 -0.004164757041221147 -8.9483320912668818e-05 0.0024926453600359229 0.0055259214163536933 0.00061363256731670329 0.0078598072115799254 0.00018529543793184704 0.0063050987146441298 0.0049972302525771468 -0.00070567035901221225 -0.0063204264974773541 -0.0061192057016099567 0.0005203152883707712 -0.0097006534493528293 -0.0079354644305404311 0.0060494406531625871 -0.0065228241620668157 0.0017805944137989705 -0.004407270229672312 -0.0065817260621313795 leaf_weight=2008.1677262037992 926.42467289045453 2158.3278296217322 1139.8721568668261 2205.9087170735002 1497.5350186768919 357.07113209366798 3765.2328362455592 718.61274915467948 163.1145894844085 4080.2390474192798 2285.3396701533347 324.84758443757892 154.03538469597697 687.62084942590445 918.36498072184622 4374.001706533134 241.19455831497908 690.2009100690484 787.98645051941276 2868.8528038188815 218.14217599947006 143.96945323050022 236.14175708778203 381.99018394108862 256.81708523444831 178.75533612538129 255.28079730086029 4354.6877996809781 256.43256374821067 1325.0759865278378 leaf_count=23364 10317 22628 28342 40440 24731 8177 188605 30807 2587 104662 79329 3860 3021 10053 12949 60069 2529 8879 7934 48188 6270 5188 7725 26669 14096 3543 10844 49090 8986 57298 internal_value=0 0.00461901 -0.00278477 -0.00189159 -0.00246816 -0.00529253 -0.00606021 -1.12761e-05 -0.00317774 -0.00326806 -0.00383138 0.0063237 0.000798463 0.00335088 -0.0014748 0.00675147 0.00730865 0.00472031 0.00351237 -0.000453855 -0.00110244 -0.00166784 -0.00648597 -0.00473988 -0.00269567 -0.000687748 -0.00313841 0.00241352 -0.000223219 -0.00505182 internal_weight=0 14939.4 25020.8 18449.7 14120 6571.16 5431.29 4329.69 881.727 10106.6 7690.65 8426.4 3447.97 985.626 2415.9 7313.56 5305.4 931.395 1112.83 4013.42 3086.99 298.005 5074.22 1308.99 926.995 670.178 491.423 6513.02 2462.34 3610.42 internal_count=911180 178353 732827 444826 343744 288001 259659 101082 33394 278969 241289 106635 67688 18262 37680 94841 71477 11408 11794 64775 54458 8209 251482 62877 36208 22112 18569 71718 49426 136627 is_linear=0 shrinkage=0.01 Tree=284 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 9 9 9 9 9 10 4 10 9 9 9 9 9 9 10 3 9 9 4 9 3 9 9 split_gain=23531.4 3033.94 1462.32 252.89 137.946 118.595 79.0124 77.1049 56.0765 50.5881 48.2544 31.0502 28.02 27.0997 25.8369 23.1319 30.9154 19.7865 33.4499 18.5762 18.3163 18.1734 17.8975 17.1895 19.4668 18.9369 16.5109 21.6775 15.9237 15.2869 threshold=0.036334333941340412 0.99473056197166454 0.00025326936156485003 0.78322452306747448 0.0023884368129074005 0.99989646673202526 9.6955882327165472e-06 4.8650000000000011 5.4450000000000012 5.285000000000001 7.6450000000000005 5.8950000000000005 0.18897357583045957 2.5000000000000004 0.2688089013099671 4.8650000000000011 4.4150000000000009 6.1150000000000011 6.1250000000000009 9.0500000000000025 2.9750000000000005 0.0089773964136838514 20.500000000000004 8.1200000000000028 7.6900000000000004 2.5000000000000004 4.8950000000000005 23.500000000000004 9.1600000000000019 5.2950000000000008 decision_type=2 2 2 2 2 2 2 8 10 8 8 10 2 8 2 10 10 10 10 10 10 2 8 10 10 10 8 10 8 10 left_child=2 3 6 7 9 20 -1 14 21 -4 15 -8 -9 28 -2 16 -5 -17 22 23 -3 -6 -19 24 26 -25 27 -14 -12 -22 right_child=1 5 4 10 8 -7 11 12 -10 -11 13 -13 19 -15 -16 17 -18 18 -20 -21 29 -23 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=-0.009990167641194668 -0.00067506700910697961 0.0096845604630158254 -0.0062003356309818748 0.004313473948303486 -0.0034131345826089177 0.011062943576289268 -0.0085426770558852533 0.001423034631630282 0.0013928075590572218 -0.0029705015269533954 0.012963627176849978 -0.005079364294454684 -0.0096334799243417008 0.0024671100389779964 0.0013087960775840174 0.0060483787141099492 7.8602098686716152e-05 -0.011626987769672312 0.0046911203473120281 0.0091368179735986221 0.0064036669127813207 -0.0016717564545678061 0.0011061775009049923 0.0059941378361966302 0.014190141818367212 -0.0081108295423176109 0.0031298378356242646 0.010048140725770094 0.0080816776398054489 0.008612321914478565 leaf_weight=10724.329620449804 1383.8295402340591 715.44753440096974 1536.1869576256722 990.90275853127241 1106.5925127286464 10193.221158742905 3262.8892122004181 1075.3484985679388 445.10340259037912 708.64312415383756 86.444242216646671 281.1779575003311 6.1675650328397742 71.159813940525055 1248.9751455113292 1099.7060252726078 208.68734404444695 21.197479143738747 183.61882346123457 56.551074400544167 538.46481060236692 1307.3397166244686 23.033709265291691 14.835453018546103 16.770365670323372 26.558101177215576 1432.5372578427196 60.398536562919617 294.19672641903162 749.65463081747293 leaf_count=514855 8996 8810 35353 5556 16711 125331 109724 8664 5730 13145 397 10968 31 508 5990 4811 902 125 859 236 3013 13770 141 66 75 118 8009 299 3121 4866 internal_value=0 0.00745188 -0.00791917 0.0027884 -0.00332541 0.0106258 -0.00956238 0.00148254 -0.00186866 -0.00518075 0.00512136 -0.00826791 0.00267352 0.00813144 0.000266057 0.00458322 0.00357675 0.00549267 0.0028106 0.00350676 0.00840162 -0.00247004 -0.0049961 0.00330231 0.00347592 -0.00305561 0.00335606 0.00822457 0.00919038 0.00768905 internal_weight=0 20497.7 19372.3 8300.92 5103.87 12196.8 14268.4 5321.97 2859.04 2244.83 2978.95 3544.07 2689.17 451.801 2632.8 2527.15 1199.59 1327.56 227.85 1613.82 2003.57 2413.93 44.2312 1557.27 1515.87 41.3936 1499.1 66.5661 380.641 1288.12 internal_count=911180 190924 720256 48904 84709 142020 635547 32484 36211 48498 16420 120692 17498 4026 14986 12394 6458 5936 1125 8834 16689 30481 266 8598 8414 184 8339 330 3518 7879 is_linear=0 shrinkage=0.01 Tree=285 num_leaves=31 num_cat=0 split_feature=9 5 9 9 9 9 1 9 5 1 5 9 9 5 5 5 9 1 3 2 1 1 9 9 5 9 9 9 5 9 split_gain=4965.96 542.933 503.127 212.505 182.256 252.059 130.141 107.341 99.944 99.7121 99.7026 86.8312 86.4234 75.8168 74.2858 63.3688 61.1162 73.4371 65.1945 59.8605 58.2093 54.8139 51.1308 49.0363 48.6366 48.4065 46.1094 131.68 92.6134 44.9366 threshold=3.1750000000000003 33.500000000000007 2.0250000000000004 4.1150000000000011 5.5950000000000006 4.3750000000000009 0.028778467908902653 8.4800000000000022 12.500000000000002 1.0000000180025095e-35 1.5000000000000002 6.9850000000000012 7.0550000000000006 15.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.9550000000000003 0.75110619469026563 26.500000000000004 0.65030120481927722 0.27293771043771048 0.1676706827309237 2.6750000000000003 5.955000000000001 18.500000000000004 8.1200000000000028 5.9350000000000014 9.0500000000000025 154.50000000000003 5.6050000000000013 decision_type=10 2 10 10 10 10 2 10 2 2 2 10 10 2 2 2 8 2 8 2 2 2 10 10 2 10 10 10 2 10 left_child=2 4 8 -3 5 -2 23 11 16 15 -11 24 -13 14 21 -7 -1 -18 -19 -15 -10 -9 -4 -5 29 -14 -8 28 -28 -6 right_child=1 3 22 6 7 9 26 13 20 10 -12 12 25 19 -16 -17 17 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0050808833066624962 -0.00033630450592513051 -0.00098804394676445836 0.0037067145383321443 -0.005013864728650193 0.0067680629661867522 -0.0027245583883505355 -0.0068730013982543003 0.009436089696331796 -0.00016633503563601962 -0.0027131852584776268 -0.0050045019602162136 0.0082356246267701501 -0.0010701832152443065 -0.0070789152367701667 -0.0075814199358230604 0.00061927810226394711 0.00779879055859653 0.00023120500709396797 0.0062734527312199974 0.0026248726797845363 0.0049629932873853436 -0.0047509862870156235 0.0018393905771445299 0.0026326894760587169 -0.0043593116898050267 0.0041314793665077352 5.2428960881357459e-05 -0.0096892616701254684 -0.0063772683582012215 -5.3476108642451549e-05 leaf_weight=1683.4815085269511 4312.0523863378912 1032.5586033239961 2346.9052367918193 131.52745306119323 101.23522361926734 1488.5754739064723 3909.0454027857631 49.885019285604358 312.66280331090093 4051.4034602437168 3574.6072652218863 260.8535158764571 360.39234805013984 82.60383465141058 404.6159659139812 915.17425307258964 4447.6854696534574 240.874755397439 690.39800351113081 275.89972849655896 756.67816176638007 59.976346334442496 3908.3382447361946 231.43906978331506 254.2100248998031 355.25943554379046 531.6226769881323 374.93620035983622 387.17820456717163 2094.8685311600566 leaf_count=19619 68641 23226 24989 3425 1340 24731 195068 639 3740 104662 136627 4489 9003 3663 20009 12949 61733 2540 8966 7587 7676 1496 43733 4896 8986 4770 18685 26669 17523 39100 internal_value=0 -0.00268934 0.00467217 -0.00515456 -0.00181677 -0.00235817 -0.00592753 -1.09358e-05 0.00631232 -0.00322743 -0.00378721 0.000786535 0.00330808 -0.00314135 -0.0056014 -0.00145147 0.00674371 0.00726413 0.00471062 0.000388995 0.00346324 0.00169097 0.00253999 -0.000138177 -0.000218356 0.00151199 -0.00633142 -0.00469502 -0.00265701 0.000260981 internal_weight=0 25239.9 14387 6598.31 18641.6 14341.8 5565.75 4299.8 8131.78 10029.8 7626.01 3426.82 976.505 872.981 514.477 2403.75 7062.44 5378.96 931.273 358.504 1069.34 109.861 6255.24 362.967 2450.31 715.652 5202.78 1293.74 918.801 2196.1 internal_count=911180 738184 172996 289492 448692 347610 266266 101082 104274 278969 241289 67688 18262 33394 22144 37680 92858 73239 11506 11250 11416 2135 68722 8321 49426 13773 257945 62877 36208 40440 is_linear=0 shrinkage=0.01 Tree=286 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 9 9 9 9 10 9 9 0 4 1 9 9 4 4 9 9 10 10 9 9 9 10 9 split_gain=23140.9 3194.4 1284.86 210.769 186.096 111.925 79.6365 69.3265 57.7798 54.3477 38.8849 33.3462 31.1177 28.4672 26.2766 25.9441 22.618 33.8783 25.5207 26.0632 21.0419 20.1856 18.0569 17.5847 17.3784 16.3527 15.803 15.6495 15.3833 15.1555 threshold=0.026551560498774003 0.98755538463592529 0.00025326936156485003 0.51461192965507518 0.99989646673202526 0.0016333823441527001 9.6955882327165472e-06 4.8750000000000009 5.4750000000000005 4.8650000000000011 5.495000000000001 0.8784809708595277 5.8950000000000005 8.8300000000000018 1.0000000180025095e-35 2.5000000000000004 0.75110619469026563 5.6750000000000007 5.4750000000000005 3.5000000000000004 2.5000000000000004 4.5150000000000006 7.6900000000000004 0.13270235061645502 0.0089773964136838514 5.535000000000001 4.8950000000000005 5.2150000000000007 0.99766892194747936 4.8050000000000006 decision_type=2 2 2 2 2 2 2 8 10 8 8 2 10 8 2 10 2 8 10 10 10 10 10 2 2 10 8 8 2 8 left_child=2 3 6 7 13 10 -1 -2 24 15 -4 26 -8 20 16 21 18 -18 19 23 28 -5 -16 -9 29 -20 -11 -28 -3 -7 right_child=1 4 5 9 -6 8 12 14 -10 11 -12 -13 -14 -15 22 -17 17 -19 25 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.009983884718555467 -0.00035454589054238316 0.0066861723385676008 -0.0062990637236712459 0.0034799282154238213 0.011046995359536342 -0.0045624396781857408 -0.0085230718755962363 0.0011774962322134161 0.0011047167178598997 0.0099073879706656522 -0.0029721827457619442 0.0063936717496872013 -0.0050448485041623501 0.010220996793932393 -9.3841254728079387e-06 -0.0029813662452651524 0.0039458590094718325 -0.0062171153199853946 0.011376151948431796 -0.0044777596855800151 0.0045503090212703039 0.00021638977481621178 0.014031896613731769 0.0039020565356935591 -0.0018798448138392031 0.0045409012189292219 0.0019157321143325478 0.0045307371854996798 0.0085771753363913759 -0.0025117345010159174 leaf_weight=10590.185579679906 2197.5412358641624 708.01476886123419 1375.493375826627 1355.7837530001998 10072.360167581588 759.32555714249611 3233.6478361301124 437.16445223987103 425.76656400971115 42.218231916427612 471.83763457834721 1087.2753149196506 279.44039651751518 466.28668966144323 517.88302005082369 75.385933540761471 65.199641339480877 66.007047198712826 38.113244846463203 54.153133243322372 218.63835625350475 220.32269402593374 9.3234737962484342 517.07531642913818 1010.7849436104298 428.64281879365444 342.00555939227343 691.70968801528215 1096.3410942591727 685.93225589394569 leaf_count=514855 13772 4233 34113 6844 125331 10983 109724 4480 5908 189 7597 5977 10968 6294 3074 374 515 317 328 665 1434 988 43 3426 11023 2771 1594 3607 8060 11693 internal_value=0 0.00727908 -0.00803855 0.00240169 0.0104419 -0.00352786 -0.00955108 0.000892075 -0.00229614 0.00411567 -0.00544933 0.00515859 -0.0082464 0.00799356 0.00217608 0.00274961 0.00281185 -0.0011669 0.00316574 0.00227087 0.00748015 0.00302372 0.000238931 0.00265386 -0.00288569 0.00509904 0.00391048 0.00366556 0.00783516 -0.00358916 internal_weight=0 20707.4 18832.4 8145.8 12561.6 4729.14 14103.3 4331.1 2881.81 3814.7 1847.33 2163.21 3513.09 2489.28 2133.56 1651.49 1606.36 131.207 1475.15 1008.39 2022.99 1576.11 527.206 954.24 2456.04 466.756 1075.93 1033.72 1804.36 1445.26 internal_count=911180 194316 716864 48964 145352 81317 635547 29391 39607 19573 41710 11367 120692 20021 15619 8206 12502 832 11670 8571 13727 7832 3117 7906 33699 3099 5390 5201 12293 22676 is_linear=0 shrinkage=0.01 Tree=287 num_leaves=31 num_cat=0 split_feature=9 9 5 9 9 9 1 9 4 5 1 5 9 4 5 9 1 1 1 4 1 9 9 4 9 5 9 4 5 2 split_gain=4810.25 539.058 535.496 186.62 215.014 178.545 136.527 103.649 129.919 97.5388 97.435 98.0447 83.9403 101.321 62.1201 58.7063 73.8873 56.8097 54.6787 62.0048 53.2539 52.8594 130.806 95.9397 105.956 59.3151 49.7149 48.6478 60.2987 101.549 threshold=3.2350000000000008 2.1250000000000004 33.500000000000007 5.5950000000000006 4.3750000000000009 4.3150000000000004 0.028778467908902653 8.4800000000000022 3.5000000000000004 12.500000000000002 1.0000000180025095e-35 1.5000000000000002 6.9850000000000012 1.5000000000000002 1.0000000180025095e-35 2.1250000000000004 0.75110619469026563 0.30795574288724981 0.012270400481782552 2.5000000000000004 0.51630627437079057 5.9350000000000014 9.0500000000000025 2.5000000000000004 7.5550000000000006 143.50000000000003 2.6750000000000003 1.5000000000000002 17.500000000000004 0.74478940512375169 decision_type=10 10 2 10 10 10 2 10 10 2 2 2 10 10 2 8 2 2 2 10 2 10 10 10 10 2 10 10 2 2 left_child=1 9 3 4 18 -4 -7 12 -9 15 14 -12 -5 20 -6 -1 -17 -11 -2 -20 -14 -8 23 24 25 -23 -3 28 -13 -30 right_child=2 26 5 7 10 6 21 8 -10 17 11 27 13 -15 -16 16 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.005164664114602994 0.0017048604770074837 0.003595013212030926 -0.0015804238957338255 -0.00021659599713542594 -0.0026928584167716959 3.4122775818428946e-05 -0.0070062834591408845 -0.0049615077723994556 0.0049960982630246819 0.00044597215804069017 -0.0026752220232606943 -0.005074846318003267 0.0024595373096200765 0.0053996850691436418 0.00062526584277631343 0.0077456463928347241 0.0046127243147821503 0.0051646486913916132 -0.0006862333612165228 -0.0062605737075941813 -0.0060657134700009318 0.00057444054664085938 -0.009677918011089531 -0.0078806277475095259 0.0059913621100935168 -0.0064353166466838922 0.0017264233169418817 -0.0064996076313848829 -0.0049706517983431195 0.0032161163154075436 leaf_weight=1971.3857974596322 918.32485224865377 2127.763923522085 1124.8407144080848 2438.1383984507993 1479.6287437062711 353.82713450677693 3668.7478099744767 703.00952002499253 161.04295151121914 403.17313480749726 4022.8585513941944 1627.4530909452587 152.39366634562612 674.11154293455184 911.97592413052917 4263.1004606895149 914.21816863492131 694.89926613494754 2837.4369329018518 214.63821903150529 141.12625356391072 233.94164873845875 368.01783084217459 250.7843268699944 177.50550301279873 249.41168009955436 4303.7846073526889 1296.0254250755534 347.56523486413062 268.60541110951453 leaf_count=23364 10317 22628 28342 49426 24731 8177 188605 30807 2587 4751 104662 59661 3021 10053 12949 60069 11408 7043 48188 6270 5188 7725 26669 14096 3543 10844 49090 57298 13580 6088 internal_value=0 0.00451463 -0.00271779 -0.00184127 -0.0024021 -0.00519911 -0.0059668 -1.2346e-05 -0.0031056 0.006207 -0.0031869 -0.00374327 0.00077242 0.00326444 -0.00142758 0.00663324 0.00719243 0.00343212 -0.000434537 -0.00107825 -0.00163946 -0.00639588 -0.00464587 -0.00261451 -0.000616104 -0.00304261 0.00234461 -0.00495713 -0.00406612 -0.00140182 internal_weight=0 14678.3 24621.4 18194.3 13924.5 6427.08 5302.24 4269.82 864.052 8246.78 9954.11 7562.51 3405.77 967.631 2391.6 7148.7 5177.32 1098.07 3970.4 3052.08 293.52 4948.41 1279.66 911.643 660.859 483.353 6431.55 3539.65 2243.62 616.171 internal_count=911180 178353 732827 444826 343744 288001 259659 101082 33394 106635 278969 241289 67688 18262 37680 94841 71477 11794 64775 54458 8209 251482 62877 36208 22112 18569 71718 136627 79329 19668 is_linear=0 shrinkage=0.01 Tree=288 num_leaves=31 num_cat=0 split_feature=9 9 9 9 9 2 2 9 9 2 4 4 9 4 9 4 3 9 9 2 4 2 2 2 9 2 2 9 2 2 split_gain=4724.86 487.906 309.243 277.348 287.654 177.263 138.095 103.773 76.0305 119.277 72.5847 116.921 58.7871 57.474 57.0787 51.9248 46.919 46.5669 44.9768 41.2466 40.6709 37.0265 41.724 41.6956 36.9562 84.3738 63.2434 50.9828 58.7695 49.1787 threshold=3.1750000000000003 2.0250000000000004 4.0850000000000009 5.955000000000001 9.1600000000000019 1.0000000180025095e-35 0.98843892007484635 4.995000000000001 4.9850000000000012 0.72792207792207797 5.5000000000000009 3.5000000000000004 1.9550000000000003 3.5000000000000004 5.4450000000000012 2.5000000000000004 28.500000000000004 2.6750000000000003 8.3400000000000016 0.35743321718931476 2.5000000000000004 0.52655075187969935 0.86696165191740426 0.68457101658255237 8.3400000000000016 0.89751312944084038 0.92342186961021067 8.7300000000000022 0.71132478632478646 0.96178188899707895 decision_type=10 10 10 10 10 2 2 10 10 2 10 10 8 8 10 10 10 10 10 2 10 2 2 2 10 2 2 10 2 2 left_child=1 12 20 5 10 16 7 8 13 -10 11 24 -1 -7 19 17 -4 -3 -13 -9 -2 -14 23 -23 25 -5 -27 28 -26 -29 right_child=2 15 3 4 -6 6 -8 14 9 -11 -12 18 21 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 27 26 -28 29 -30 -31 leaf_value=0.0047545813581855705 2.6794302971657241e-05 0.0037811118990395028 -0.0037680814763552703 0.00011079888161315365 -0.0066131098794714096 -0.0034478625990447369 -0.00065747604261723552 -0.0038027885334534369 -0.0076501435813964326 0.0057558122628743533 0.0048342913961380201 -0.0066764959586699691 0.0072289037619003805 -0.0081592020059031573 -0.0039287905297507369 -0.0025793776456469815 -0.00059031705714180619 0.0019636485165594013 0.0081310780064926917 -0.0062342609930032197 -0.0040531027984772828 0.0060426061940322389 0.008004995342938007 0.0023771009628805128 0.0048012115847238645 0.0099201684558758857 0.0016362028537442895 -0.0035535439288383115 -0.0086780939325970044 0.0029001357618583675 leaf_weight=2055.3233430199325 4099.7459445483983 2254.7181630283594 611.32002532668412 2160.3793943077326 760.66438685450703 4460.5469848876819 1001.5847929008305 830.74051017314196 97.900657304562628 206.06067171227187 300.46303202025592 330.0160513902083 4186.8283713832498 274.88691237661988 2220.6201668260619 196.47337695583701 1936.2762514296919 3761.8808375298977 21.872087683528662 4355.3853301014751 259.81953650526702 769.83599292486906 485.24790285527706 519.90977445989847 40.468336901627481 163.51187380775809 211.19222226180136 213.02892148680985 161.15201091766357 264.90746762044728 leaf_count=23783 65411 24125 12712 50317 43238 139326 14200 30059 3803 3139 4207 13924 59229 12314 89695 2914 29026 41683 202 190529 6386 8788 6260 6214 854 3648 3100 7764 8373 5957 internal_value=0 0.00458293 -0.00263619 -0.00314773 -0.000991709 -0.00377149 -0.00422969 -0.00451716 -0.00341015 0.00143799 0.00011406 -0.000283597 0.00621299 -0.00372135 -0.00527034 0.00247954 -0.00135285 0.00264474 -0.00575611 -0.00584478 -0.000216358 0.00671578 0.00550543 0.004565 0.000315448 0.000870577 0.00525113 -0.00175546 -0.00597259 2.35596e-05 internal_weight=0 14230.2 24982.5 20623 4627.66 15995.3 13447.7 12446.1 5039.4 303.961 3866.99 3566.53 8017.15 4735.43 7406.75 6213.07 2547.6 6016.6 351.888 5186.13 4359.57 5961.82 1774.99 1289.75 3214.64 2535.08 374.704 679.557 201.62 477.936 internal_count=911180 172996 738184 666387 141584 524803 483065 468865 158582 6942 98346 94139 104274 151640 310283 68722 41738 65808 14126 220588 71797 80491 21262 15002 80013 57065 6748 22948 9227 13721 is_linear=0 shrinkage=0.01 Tree=289 num_leaves=31 num_cat=0 split_feature=9 5 9 9 9 9 2 0 9 4 9 4 5 2 2 2 5 2 9 3 0 4 9 4 9 9 5 3 4 2 split_gain=4640.99 528.733 526.697 181.19 208.451 176.1 129.734 108.496 100.211 127.707 80.8504 99.1148 66.9291 81.7861 76.6925 93.4764 60.3721 60.8668 59.9099 59.1614 52.481 51.4618 51.1969 128.293 94.2864 110.138 58.4487 51.0396 50.4859 49.2938 threshold=3.2350000000000008 33.500000000000007 2.1250000000000004 5.5950000000000006 4.3750000000000009 4.3150000000000004 0.97385509227614497 1.0000000180025095e-35 8.4800000000000022 3.5000000000000004 6.9850000000000012 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 0.78297101449275375 0.78956442831215978 30.500000000000004 0.24165739710789766 1.5450000000000002 23.500000000000004 1.0000000180025095e-35 2.5000000000000004 5.9350000000000014 2.5000000000000004 8.8300000000000018 7.5550000000000006 143.50000000000003 29.500000000000004 3.5000000000000004 0.99938118811881205 decision_type=10 2 10 10 10 10 2 2 10 10 10 10 2 2 2 2 2 2 8 8 2 10 10 10 10 10 2 10 8 2 left_child=2 3 7 4 21 -3 22 16 10 20 -5 -12 -6 -14 -15 -16 17 19 -19 -1 -10 -2 -7 24 25 26 -24 -18 -20 -8 right_child=1 5 -4 8 12 6 29 -9 9 -11 11 -13 13 14 15 -17 27 18 28 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0012791264072227122 -0.00010937643670045194 -0.0015583543696850758 0.0022998447285014927 -0.00019909877710106856 -0.0024444998485680207 -0.0069128506509386033 0.0031052280291759366 0.0075482152330551998 -0.0029735568791258021 0.0049853457749680745 -0.001629827919062983 0.0053438886026083744 -2.7467344242597986e-05 -0.0054469544278927294 0.0052190269747357755 -0.0034918325914355319 0.0059454979887793146 0.0029932524889865943 0.0071165598409495346 0.0047394373599320225 -0.0088003608625909762 -0.0045751159760604541 0.00055949875279412322 -0.0087110928088540967 -0.0094609002304934069 0.0062573916620056414 -0.0063888205447162226 0.00051931648904118334 -0.00093144697687455569 -0.0054947803844900157 leaf_weight=205.84817798808217 3689.6730948593467 1123.2936950745061 6427.6482637133449 2435.3820500150323 5812.1122137457132 3669.0502353459597 210.22295982204378 3235.6610922589898 466.58622885774821 160.64856651239097 292.84150455705822 670.29154375661165 437.48258816078305 2729.0363003043458 146.23902649711818 781.65485529415309 277.65175170823932 462.47263411805034 2678.9850041978061 790.63005654886365 231.15508919209242 277.45091533567756 236.0256958566606 474.807641454041 144.8476330479607 174.67377914581448 248.55426790565252 461.44279297813773 80.281724415719509 97.588638976216316 leaf_count=2000 57572 28342 71718 49426 133624 189317 4511 45297 18254 2587 8209 10053 7882 111184 2583 23696 2802 5095 35207 9957 12553 7203 7741 31396 9710 3423 10852 5400 877 2709 internal_value=0 -0.00267616 0.0044427 -0.00180495 -0.0023587 -0.00515231 -0.00592043 0.00612383 -2.30154e-07 -0.00305314 0.000770866 0.00322352 -0.00313438 -0.00411369 -0.00460253 -0.00211897 0.00519413 0.00565606 0.00632412 0.00349615 -0.00490392 -0.000421699 -0.0063123 -0.00458937 -0.00215557 -0.000550486 -0.00300448 0.00255774 0.0068824 0.00037868 internal_weight=0 24509.6 14620.6 18130.6 13873.6 6379.06 5255.77 8192.97 4256.9 858.39 3398.52 963.133 9906.52 4094.41 3656.93 927.894 4957.31 4218.22 3221.74 996.478 697.741 3967.12 4947.96 1278.91 804.101 659.254 484.58 739.095 2759.27 307.812 internal_count=911180 732827 178353 444826 343744 288001 259659 106635 101082 33394 67688 18262 278969 145345 137463 26279 61338 53136 41179 11957 30807 64775 252439 63122 31726 22016 18593 8202 36084 7220 is_linear=0 shrinkage=0.01 Tree=290 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 2 10 10 2 1 10 1 0 1 1 5 2 5 2 5 5 1 5 5 1 5 5 split_gain=22627.3 3152.47 1278.85 266.507 120.474 110.697 80.0607 55.0187 22.9217 20.3554 18.3949 16.1567 13.1248 12.9007 12.8767 17.6231 12.0435 11.5278 11.4818 11.2617 14.32 13.119 10.4172 10.5359 10.5795 15.6985 15.1451 10.5624 10.2908 12.5082 threshold=0.026551560498774003 0.99473056197166454 0.00025326936156485003 0.78322452306747448 0.99989646673202526 0.0016333823441527001 9.6955882327165472e-06 0.2688089013099671 0.8577380952380953 0.94052824378013633 0.0089773964136838514 0.84654631083202525 0.53361581920903967 6.4727209974080338e-05 0.35498944829665363 1.0000000180025095e-35 0.45244745943069969 0.35737937559129612 956.50000000000011 0.86391694725028068 2.5000000000000004 0.86696165191740426 361.50000000000006 232.50000000000003 0.30735492577597845 45.500000000000007 16.500000000000004 0.20091743119266059 1.0000000180025095e-35 102.50000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 6 7 18 -4 -1 19 10 11 -7 -5 28 -8 22 17 -17 -16 -3 -2 21 -21 23 24 27 26 -26 -11 -9 -30 right_child=1 4 5 9 -6 8 13 12 -10 14 -12 -13 -14 -15 15 16 -18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.0099761217378097813 0.00019711354371137427 0.0083577948948394629 -0.0054216219698337209 0.0036655665793540286 0.011028395565748346 -0.0033565039993948172 -0.0087176075262840515 0.0019632777458188592 -7.0291270227652234e-05 0.0067039192024938091 -0.0015991907723549241 0.006749687474708034 0.0012082236080018811 -0.0074723946176517321 -0.014041713852100559 -0.0027346519675413672 0.0081989248087091932 0.0042608215927250189 -0.0074648236812529358 0.018452865723680142 0.0038023184837519385 -5.2212707006890633e-06 -0.0036170722696099245 0.014948966213064161 0.0082356843277360415 0.00043176881376403946 0.016357588435348659 0.0031120514571424829 0.003902918367248865 0.0010401649866262448 leaf_weight=10394.342140973546 2606.4750475659966 1966.3957809060812 1835.0434036385268 1115.2111035510898 9889.4283103346825 1458.5052436832339 2092.9084715815261 782.04137026518583 404.43827906809747 548.22380385547876 1006.8700443953276 200.3799804225564 653.48581892251968 1380.9965328667313 3.4596090093255034 10.661185950040815 183.10613840073347 651.10878751426935 4.5969041958451262 3.9110270813107482 212.15373151749372 249.22045841440558 9.6296947151422483 15.730370759963987 73.204043321311474 16.98446936160326 33.450289346277714 96.24167163670063 966.33453370630741 181.25334963947535 leaf_count=514855 19798 16668 41710 5640 125331 23426 78850 3752 4889 3296 11292 954 3408 41842 16 59 1403 3798 21 35 1492 1412 42 68 416 80 151 497 4836 1143 internal_value=0 0.00723461 -0.0080085 0.00262961 0.0105785 -0.0035034 -0.00953687 0.00135747 -0.00227683 0.00506211 -0.00263881 0.00413531 0.0024331 -0.00822259 0.00580476 0.00494827 0.00759735 0.00416409 0.00832089 0.000452938 0.00188604 0.000279967 0.00672048 0.00684748 0.00668157 0.00936102 0.010783 0.00616753 0.00284792 0.00345077 internal_weight=0 20472.7 18573.1 8612.27 11860.4 4704.86 13868.2 5654.88 2869.81 2957.39 2465.38 1315.59 2583.12 3473.91 1641.8 848.336 193.767 654.568 1970.99 3071.76 465.285 253.131 793.464 783.835 768.104 123.639 106.654 644.465 1929.63 1147.59 internal_count=911180 194316 716864 52296 142020 81317 635547 35876 39607 16420 34718 6594 13139 120692 9826 5276 1462 3814 16689 22737 2939 1447 4550 4508 4440 647 567 3793 9731 5979 is_linear=0 shrinkage=0.01 Tree=291 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 2 10 10 2 10 1 1 0 1 1 2 2 1 1 10 10 1 10 2 0 1 2 split_gain=22316.7 3145.12 1279.65 262.15 122.109 109.589 80.7847 53.9066 22.5503 20.1805 18.1426 15.8956 12.9616 12.8549 12.7013 17.4753 11.8865 11.2912 11.0226 9.59364 9.02095 9.72554 8.59751 7.97476 7.54782 7.07694 8.46067 8.49137 14.7285 11.403 threshold=0.026551560498774003 0.99473056197166454 0.00025326936156485003 0.78322452306747448 0.99989646673202526 0.0016333823441527001 9.6955882327165472e-06 0.2688089013099671 0.8577380952380953 0.94052824378013633 0.0089773964136838514 0.84654631083202525 6.4727209974080338e-05 0.53361581920903967 0.35498944829665363 1.0000000180025095e-35 0.45244745943069969 0.35737937559129612 0.86391694725028068 0.83939594356261027 0.30735492577597845 0.32163382594417084 0.99998754262924205 0.99894970655441295 0.20091743119266059 0.068259380757808671 0.68457101658255237 1.0000000180025095e-35 0.33460559796437661 0.4817045961624275 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 6 7 23 19 -1 18 10 11 -7 -5 -8 -9 20 17 -17 -16 25 -4 24 -22 -6 -3 -11 -2 27 28 -27 -29 right_child=1 4 5 9 22 8 12 13 -10 14 -12 -13 -14 -15 15 16 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 29 -30 -31 leaf_value=-0.0099705917128401818 -0.00050184064225905121 0.0075510588305661595 -0.0056696622106824487 0.0036309004932361627 0.010063813923655575 -0.0033316280058572978 -0.0087004724809321976 0.0028185443810799728 -6.9591919901229929e-05 0.0066667581466279269 -0.0015849219396261805 0.0066920223319867312 -0.0074477905442626646 0.0011959527324611277 -0.013868060351367355 -0.002704590409866728 0.0081537325249708987 0.0042242458622452246 0.0018653104776939818 -0.0034980197272474044 0.013793185146199245 0.0074694454692338236 0.011106314803554498 0.0088380113412008555 0.0037403868559476388 0.0041523860951215895 -0.0011447122609311011 -0.0013708097626871768 0.00085623128555555809 0.0018574191087732304 leaf_weight=10296.595853335224 934.55921762064099 849.64414538815618 1593.378701293841 1114.6030844897032 867.91447620093822 1454.7204562369734 2076.1441123243421 1930.236781552434 404.41763500496745 561.1146909147501 1005.780909307301 200.08706223219633 1371.7495553251356 653.58835915476084 3.4678584262728682 10.671834617853163 182.28393373638391 650.18362544476986 465.74379194527864 233.19855374842882 32.96719641238451 92.721094660460949 8935.8247459605336 1111.2367765009403 104.56207500398159 163.61419302597642 241.96290736272931 305.33530162274837 790.71651257574558 170.52823674678802 leaf_count=514855 8515 6552 36293 5640 9783 23426 78850 9731 4889 3360 11292 954 41842 3408 16 59 1403 3798 2939 5417 151 507 115548 10137 532 951 1987 1581 5884 880 internal_value=0 0.00719737 -0.00798772 0.00260434 0.0105584 -0.00347831 -0.00952695 0.00134355 -0.00225794 0.00501957 -0.00261763 0.00409678 -0.00820209 0.0024081 0.00576023 0.00490886 0.00755319 0.00412826 0.000448302 -0.00539241 0.00667103 0.00912812 0.011014 0.00828038 0.00620709 0.000195124 0.000584654 0.000877231 0.00142134 -0.000213957 internal_weight=0 20373.6 18436 8608.95 11764.6 4691.5 13744.5 5656.29 2864.92 2952.66 2460.5 1314.69 3447.89 2583.83 1637.97 846.607 192.956 653.651 3072.46 1826.58 791.365 125.688 9803.74 1960.88 665.677 2606.72 1672.16 1430.19 954.331 475.864 internal_count=911180 194316 716864 52296 142020 81317 635547 35876 39607 16420 34718 6594 120692 13139 9826 5276 1462 3814 22737 41710 4550 658 125331 16689 3892 19798 11283 9296 6835 2461 is_linear=0 shrinkage=0.01 Tree=292 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 10 4 5 4 4 10 4 5 5 5 5 4 3 10 0 3 0 3 3 3 10 split_gain=22010.2 3137.57 1280.38 257.846 123.742 108.484 81.51 52.8126 20.0038 19.1541 18.4861 46.6468 14.5015 13.0335 13.0261 12.8279 21.0155 13.6197 10.0483 9.57404 9.07955 9.03024 8.73189 8.31625 10.4949 7.81543 8.20733 9.78759 7.83076 7.44525 threshold=0.026551560498774003 0.99473056197166454 0.00025326936156485003 0.78322452306747448 0.99989646673202526 0.0016333823441527001 9.6955882327165472e-06 0.2688089013099671 0.94052824378013633 0.0070173616986721008 2.5000000000000004 109.50000000000001 1.5000000000000002 3.5000000000000004 5.9116524425917312e-05 1.5000000000000002 1.0000000180025095e-35 103.50000000000001 401.50000000000006 466.50000000000006 2.5000000000000004 16.500000000000004 0.99998754262924205 1.0000000180025095e-35 28.500000000000004 1.0000000180025095e-35 6.5000000000000009 4.5000000000000009 25.500000000000004 0.00099748477805400022 decision_type=2 2 2 2 2 2 2 2 2 2 8 2 8 10 2 8 2 2 2 2 10 10 2 2 10 2 10 10 8 2 left_child=2 3 6 7 10 29 -1 13 12 -7 -3 -12 21 25 -8 16 23 -18 -10 -14 -11 -5 -6 -9 -25 26 27 -2 -27 -4 right_child=1 4 5 8 22 9 14 15 18 20 11 -13 19 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 28 -28 -29 -30 -31 leaf_value=-0.0099650612134874802 -0.00067375912131109855 0.0085621663589595543 -0.0057601223016622571 0.0088905556201805264 0.010038664757707766 -0.0030560908954356796 -0.0087133133620587704 0.0023890441473678014 0.0058028123159520519 -0.0011593813330641912 0.006557354159084555 -0.013944415901724754 0.0025697586371444814 -0.0022048715922475238 -0.0074657439598334379 0.0011991272359468141 0.0041049998584074899 0.00089729967058719672 -0.0013604030113553729 -0.013092006356045037 -0.0038657200593073229 0.0044948775238787923 0.011093295610529337 -0.0035083507656926216 0.0011617625566877543 -0.0033684089637560882 0.00084069553954841292 0.0089859792897553116 8.4262835197420529e-05 -0.0043315377034879223 leaf_weight=10199.772353435867 17.236174300312996 1758.3017150498927 1313.0363644007593 49.337629720568657 861.42049199715257 1432.5538802761585 1963.4209992708638 462.18916837126017 1614.3609281294048 1290.3763055987656 180.6973941475153 11.824052110314367 374.35216788202524 175.19780552014709 1458.7027399390936 675.61359866708517 979.26566375046968 153.05620023608208 19.823289602994919 3.9442597180604926 137.14020926691592 886.15660028904676 8857.2425994761288 59.305308751761913 255.122981749475 71.893648371100426 2020.6375879384577 26.796702396124601 761.15502756088972 505.16367424093187 leaf_count=514855 118 15248 31966 226 9783 23361 75595 2193 9738 13960 1392 49 1871 1743 45097 3791 4757 890 88 23 2286 4474 115548 275 1233 441 16033 197 4205 9744 internal_value=0 0.00716032 -0.00796688 0.00257936 0.0105385 -0.00345332 -0.009517 0.00132983 0.00497732 -0.00223918 0.00824005 0.0052982 0.00405861 0.000443749 -0.00818153 0.00238335 0.00280247 0.00367141 0.00571592 0.00240646 -0.00141938 0.0047267 0.0109998 0.00153553 0.000280918 0.000603886 0.000933768 0.00520478 -0.000213709 -0.00536321 internal_weight=0 20274.9 18300.2 8605.44 11669.5 4678.27 13621.9 5657.47 2947.97 2860.07 1950.82 192.521 1313.79 3072.92 3422.12 2584.55 1908.94 1132.32 1634.18 378.296 1427.52 935.494 9718.66 776.617 314.428 2897.72 2064.67 44.0329 833.049 1818.2 internal_count=911180 194316 716864 52296 142020 81317 635547 35876 16420 39607 16689 1441 6594 22737 120692 13139 9348 5647 9826 1894 16246 4700 125331 3701 1508 20994 16348 315 4646 41710 is_linear=0 shrinkage=0.01 Tree=293 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 9 10 9 9 9 9 10 9 10 5 9 1 5 9 9 9 5 9 5 1 5 9 9 0 split_gain=21707.7 3130.01 1281.16 253.62 125.32 117.261 80.3178 74.3349 58.2359 47.977 40.3779 33.2106 31.9696 27.8415 26.2731 23.2432 22.6318 24.7683 18.8582 18.8238 17.7037 17.8006 27.0133 18.445 19.1613 17.126 18.171 17.9 16.6291 16.3358 threshold=0.026551560498774003 0.99473056197166454 0.00022280584380490002 0.78322452306747448 0.99989646673202526 0.0016333823441527001 4.8650000000000011 9.0361113507242425e-06 5.4750000000000005 4.8650000000000011 5.495000000000001 5.8950000000000005 0.18897357583045957 4.4150000000000009 0.2688089013099671 13.500000000000002 4.9050000000000011 0.35310102301790286 280.50000000000006 2.9750000000000005 9.0500000000000025 8.1200000000000028 31.500000000000004 7.6900000000000004 103.50000000000001 0.29963503649635043 45.500000000000007 8.615000000000002 4.8050000000000006 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 8 2 10 8 8 10 2 10 2 2 10 2 2 10 10 10 2 10 2 2 2 10 8 2 left_child=2 3 7 6 19 10 14 -1 28 13 -4 -9 29 -5 -2 -10 -11 25 -17 -3 21 23 -23 24 -14 27 -27 -18 -7 -8 right_child=1 4 5 9 -6 8 12 11 15 16 -12 -13 20 -15 -16 18 17 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0099663750802433167 -0.00074890481752830839 0.0095438126600508374 -0.006257697503498044 0.0040881844291768598 0.010985731440967036 -0.00358445623917341 0.0019542055420413949 -0.0085391404752911022 -0.00091935490579350286 0.0081887450741429772 -0.0029512057322701392 -0.0048664577900086438 0.0036155410072808633 6.085585426080474e-05 0.0011983423499739698 0.0047610059302622834 0.0055398004552340294 0.0039405148740340856 -0.0064544582691834209 0.0074783896531805307 0.0089304944654573157 -0.007511585824182169 0.012102283076649794 0.013809560647157791 -0.00065427525534988518 0.011873258945433059 -0.00032220551086807928 0.011937917905068185 -0.0019265895844251589 -0.00069620343466630431 leaf_weight=10024.713318680413 1561.1116925850511 678.39284897968173 1438.6671866439283 977.29132729023695 9634.237031839788 1304.6296565160155 936.12585266306996 3082.478180911392 231.84376730024815 368.07722151651978 496.88064977154136 267.58537196181715 1377.9084047600627 208.22999513149261 1245.8812378868461 174.09184578247368 600.89015122503042 633.08416385948658 16.404936715960503 1262.3189376294613 56.467520892620087 32.307319596409798 8.971830874681471 16.85589762032032 113.77942997217178 94.529300943017006 14.030933424830435 47.158585757017136 1128.2402742505074 309.41309378668666 leaf_count=511500 10543 8810 36934 5556 125331 16428 8506 109518 2865 3577 8251 11054 7469 902 5990 2715 2825 2857 328 7879 236 144 40 75 870 411 62 230 17271 2003 internal_value=0 0.00712335 -0.007946 0.00255456 0.0105187 -0.00350871 0.00131622 -0.00953541 -0.00222058 0.00493543 -0.00540888 -0.00824579 0.00249817 0.00338081 0.000115379 0.00120713 0.00598395 0.00539998 0.00379517 0.00820038 0.00343051 0.00323012 -0.0032486 0.0034074 0.00328986 0.00662117 0.010297 0.00600539 -0.00281562 0.0012958 internal_weight=0 20177.1 18165.5 8602.11 11574.9 4790.76 5658.82 13374.8 2855.21 2943.29 1935.55 3350.06 2851.83 1185.52 2806.99 422.341 1757.77 1389.69 190.497 1940.71 1606.29 1549.82 41.2792 1508.54 1491.69 756.609 108.56 648.049 2432.87 1245.54 internal_count=911180 194316 716864 52296 142020 84792 35876 632072 39607 16420 45185 120572 19343 6458 16533 5908 9962 6385 3043 16689 8834 8598 184 8414 8339 3528 473 3055 33699 10509 is_linear=0 shrinkage=0.01 Tree=294 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 9 10 9 9 9 9 10 9 10 5 9 1 9 10 9 9 1 5 9 9 9 5 9 5 split_gain=21409.1 3122.27 1281.89 249.499 126.854 116.195 78.6313 75.0154 63.7957 47.1838 34.7861 33.1899 31.326 27.3718 25.7515 23.8612 22.6947 26.4888 20.5275 19.8387 19.1496 19.0079 18.038 19.295 17.4527 17.3648 17.4366 26.4194 18.0158 18.7572 threshold=0.026551560498774003 0.99473056197166454 0.00022280584380490002 0.78322452306747448 0.99989646673202526 0.0013712961226701001 4.8650000000000011 9.0361113507242425e-06 5.4750000000000005 4.8650000000000011 5.2250000000000005 5.8950000000000005 0.18897357583045957 4.4150000000000009 0.2688089013099671 13.500000000000002 4.8950000000000005 0.35310102301790286 5.8550000000000013 0.0089773964136838514 2.9750000000000005 5.8750000000000009 0.29963503649635043 45.500000000000007 8.615000000000002 9.0500000000000025 8.1200000000000028 31.500000000000004 7.6900000000000004 103.50000000000001 decision_type=2 2 2 2 2 2 8 2 10 8 8 10 2 10 2 2 10 2 10 2 10 10 2 2 10 10 10 2 10 2 left_child=2 3 7 6 20 10 14 -1 19 13 -4 -9 -8 -5 -2 -10 -11 22 -17 -7 -3 -20 24 -24 -18 26 28 -28 29 -14 right_child=1 4 5 9 -6 8 12 11 15 16 -12 -13 25 -15 -16 18 17 -19 21 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0099609157211306872 -0.00074167502176884987 0.0095224060959988518 -0.0065434667486013653 0.0040540382390893874 0.010971716520502285 -0.0036021016038802374 0.0012818785008806889 -0.0085203676498461084 -0.00090835368575516455 0.0082157787827111476 -0.0035394876199409302 -0.0048399573099070069 0.0035772247889933545 6.024728034764303e-05 0.0011862406351209657 -0.0012798332556107201 0.0055383020725871318 0.0038635647400803879 0.040388474349770685 -0.0018051846503065172 0.0074325013392011708 0.0053767022509751128 0.011963025657120001 -0.00051125362525689892 0.011864154522459154 0.0088415690821655509 -0.007423829948186406 0.011949828930789648 0.013640035370417598 -0.00064798216597448477 leaf_weight=9930.3781974101439 1560.5687653124332 673.14503488689661 1160.8971271645278 975.67573428153992 9550.4977254010737 1588.5712823420763 1246.4662079177797 3058.4973814059049 246.71820989251137 349.42738846689463 577.13120111636817 266.36612498387694 1378.7365359589458 208.23016321659088 1246.0048550069332 58.236650958657265 609.02517379075289 638.52328034490347 1.5677433982491482 1001.9165266230702 1257.4359387978911 142.0141287650913 96.338915780186653 14.231511831283568 46.978174492716789 56.465107530355453 32.36205019056797 8.9953099191188794 16.894540771842003 113.73581184074283 leaf_count=511500 10543 8810 29125 5556 125331 25532 10509 109518 3119 3505 12696 11054 7469 902 5990 1328 2864 2881 31 11023 7879 1938 419 63 230 236 144 40 75 870 internal_value=0 0.00708656 -0.007925 0.00253005 0.0104991 -0.00348366 0.00130272 -0.00952562 -0.00230422 0.00489422 -0.00554596 -0.00822552 0.0024716 0.00335159 0.000114241 0.00117771 0.00593514 0.00536798 0.00372787 -0.00290711 0.0081612 0.00575899 0.00662109 0.0103575 0.00599131 0.0033943 0.00319595 -0.00321002 0.00337148 0.00325524 internal_weight=0 20079.7 18032.3 8598.66 11481.1 4777.05 5660.23 13255.2 3039.02 2938.43 1738.03 3324.86 2853.66 1183.91 2806.57 448.537 1754.52 1405.1 201.819 2590.49 1930.58 143.582 766.574 110.57 656.003 1607.19 1550.72 41.3574 1509.37 1492.47 internal_count=911180 194316 716864 52296 142020 84792 35876 632072 42971 16420 41821 120572 19343 6458 16533 6416 9962 6457 3297 36555 16689 1969 3576 482 3094 8834 8598 184 8414 8339 is_linear=0 shrinkage=0.01 Tree=295 num_leaves=31 num_cat=0 split_feature=9 9 5 9 9 9 4 0 5 4 9 4 9 9 4 5 9 9 9 9 5 9 9 5 5 5 4 9 9 0 split_gain=4238.73 469.565 496.151 306.375 239.53 140.249 114.94 93.4432 87.2227 66.7822 61.8901 160.272 74.6606 60.7598 113.561 60.1026 59.7818 66.0119 82.1645 59.8317 55.7136 54.363 119.188 52.6077 49.5301 47.9241 46.6471 45.8096 53.4128 45.3327 threshold=2.9750000000000005 3.8350000000000004 53.500000000000007 1.3750000000000002 5.5050000000000008 9.1600000000000019 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 5.955000000000001 2.5000000000000004 4.5150000000000006 6.2550000000000008 1.5000000000000002 152.50000000000003 4.495000000000001 4.7650000000000006 4.995000000000001 4.9850000000000012 31.500000000000004 5.3350000000000009 5.3550000000000013 8.5000000000000018 26.500000000000004 35.500000000000007 11.500000000000002 4.8950000000000005 4.8650000000000011 1.0000000180025095e-35 decision_type=10 10 2 10 10 10 10 2 2 10 10 10 10 10 10 2 10 10 10 10 2 10 10 2 2 2 10 10 10 2 left_child=3 -2 4 7 6 13 16 20 21 -7 12 15 -4 -6 24 -12 -3 -18 19 27 -1 26 -23 -20 29 -11 -8 28 -19 -15 right_child=1 2 10 -5 5 9 8 -9 -10 25 11 -13 -14 14 -16 -17 17 18 23 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0058191384283237738 0.00049017749606626321 -0.00055979369872140566 -0.0032887964786826292 0.0031422426717029484 -0.00093608658678889008 -0.0077003407429353738 -0.0039674349446183086 0.0077948920835719292 -0.0061973767384841854 0.0038353635916404732 0.0019467482351753151 -0.0088845745092318903 -0.0072186189086356203 -0.0030952846161368956 0.0034649823802774689 -0.0039879002929651764 -0.0055092266940564658 -0.0022807275077849961 -0.0025641184353976422 0.004002611437904445 0.0022846705955996706 0.0081721595846892155 -0.0045292350256930418 -0.0055236358139943431 0.0032166361916127458 -0.010303170234219427 0.0074474690929656863 -0.0028721488354846161 0.0033058909647810364 0.0035800627926989184 leaf_weight=3398.9774087555707 4865.5206021293998 1631.3943817391992 582.16415071673691 5568.3942633755505 2293.4948092093691 354.6736670024693 1786.0656323749572 2622.7755507640541 1565.3479606295004 103.6957677565515 358.33792475517839 394.22634685784578 2850.906015554443 713.08954674657434 1208.2549900338054 325.80476439464837 742.66213146038353 330.62198868952692 2757.0127875274047 246.42962958663702 513.33151071891189 127.92967646196485 174.86977681145072 767.9274121588096 217.52184756752104 31.183964225463569 36.532035566866398 840.68467374518514 354.78294725995511 118.66241947561502 leaf_count=45234 70274 31191 20410 63479 59404 20991 50558 39037 69182 2039 10801 27332 155963 23028 21847 12925 21204 8417 69510 4171 5918 1589 4819 33545 5592 2528 432 22086 6211 1463 internal_value=0 -0.00230793 -0.00295889 0.00486583 -0.00215113 -0.000336812 -0.002956 0.00633445 -0.00440606 -0.00542268 -0.00589578 -0.00380595 -0.00655222 0.000210275 0.0013749 -0.00087947 -0.00225838 -0.00271716 -0.00232573 -0.000569469 0.00535538 -0.00308676 0.000836974 -0.00320887 -0.00103186 0.000566559 -0.00373864 -0.00130776 0.000611048 -0.00214294 internal_weight=0 25779.8 20914.3 12103.5 16402.8 5040.58 11362.3 6535.08 3690.75 489.553 4511.44 1078.37 3433.07 4551.02 2257.53 684.143 7671.52 6040.12 5297.46 1772.52 3912.31 2125.4 302.799 3524.94 1049.27 134.88 1822.6 1526.09 685.405 831.752 internal_count=911180 757512 687238 153668 459807 136892 322915 90189 126580 25558 227431 51058 176373 111334 51930 23726 196335 165144 143940 40885 51152 57398 6408 103055 30083 4567 50990 36714 14628 24491 is_linear=0 shrinkage=0.01 Tree=296 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 9 10 9 9 9 9 10 9 10 9 1 10 9 9 9 9 1 9 0 1 9 9 9 3 split_gain=21055.7 3102.54 1280.19 245.363 128.032 115.001 78.0415 75.605 63.123 46.7449 34.3887 33.2278 30.7546 26.1809 25.4734 22.0753 23.9341 19.6281 19.1427 16.9347 17.2966 17.5457 16.4606 17.385 16.3396 16.7708 28.3947 17.5601 16.0258 21.1064 threshold=0.026551560498774003 0.99473056197166454 0.00022280584380490002 0.78322452306747448 0.99989646673202526 0.0013712961226701001 4.8650000000000011 9.0361113507242425e-06 5.4750000000000005 4.8650000000000011 5.2250000000000005 5.8950000000000005 0.18897357583045957 4.4150000000000009 0.51461192965507518 4.9050000000000011 0.35310102301790286 0.0089773964136838514 8.3400000000000016 9.0500000000000025 8.1200000000000028 7.6900000000000004 0.29963503649635043 8.615000000000002 1.0000000180025095e-35 0.79531763417305601 5.0650000000000004 5.4450000000000012 4.8950000000000005 23.500000000000004 decision_type=2 2 2 2 2 2 8 2 10 8 8 10 2 10 2 10 2 2 8 10 10 10 2 10 2 2 8 10 8 10 left_child=2 3 7 6 18 10 14 -1 17 13 -4 -9 24 -5 -2 -11 22 -7 -3 20 21 28 23 -17 25 27 -27 -8 29 -14 right_child=1 4 5 9 -6 8 12 11 -10 15 -12 -13 19 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0099547185463136085 -0.00040605282152050999 0.0076150926188186252 -0.0065139832210913823 0.0040110878238787005 0.010955976133425114 -0.0035795564930041096 0.0013202756970415916 -0.008500874354624469 0.0011774761568619648 0.008093540580066871 -0.0035209107305958099 -0.0048073699838651019 -0.0096122054631140649 0.00010382091553044469 0.0018703821410013142 0.0054629002613742839 0.0038879371607258438 -0.0017898727435919123 0.01009112360585091 0.0087546504319090546 -0.0031982812801638972 0.013476621403020894 0.010135528025203549 0.011792966542158221 -0.00071436424124570635 0.010186091951988066 -0.0056884299926426365 0.0043481164972322822 0.0030138006380108495 0.0098197677472373276 leaf_weight=9807.4890194442123 2168.8957258313894 1525.3949989080429 1153.2239238228649 973.09832586348057 9437.864146284759 1583.3433755971491 575.74616325646639 3031.1328530618921 448.4650933239609 362.74029701948166 575.39783038385212 264.85317225009203 6.1576269567012778 208.17712594568729 635.61639916151762 599.35899148136377 632.43618326634169 999.7470190115273 392.60661441460252 56.441153272986412 41.403765350580215 16.928390175104141 108.19646821916103 46.772587679326534 308.91185621917248 13.920950528234242 59.11979703232646 287.0305554792285 1423.9212413057685 60.592683583498001 leaf_count=511500 13587 11084 29125 5556 125331 25532 5803 109518 6416 3577 12696 11054 31 902 2946 2825 2857 11023 5605 236 184 75 473 230 2003 118 368 2217 8009 299 internal_value=0 0.00704763 -0.00790087 0.00251125 0.0104773 -0.00345933 0.00129419 -0.00951437 -0.00228564 0.00485945 -0.00551769 -0.00820408 0.00245953 0.00332251 0.00010988 0.0058972 0.0053227 -0.00288689 0.00812193 0.00337419 0.00317814 0.00335326 0.00652561 0.00592113 0.00127981 0.00193808 -0.00266288 0.00232758 0.00323829 0.00802719 internal_weight=0 19941.3 17863.7 8585.47 11355.9 4760.18 5654.69 13103.5 3031.56 2930.78 1728.62 3295.99 2850.17 1181.28 2804.51 1749.5 1386.76 2583.09 1918 1605.44 1549 1507.6 754.328 646.132 1244.73 935.817 73.0407 862.777 1490.67 66.7503 internal_count=911180 194316 716864 52296 142020 84792 35876 632072 42971 16420 41821 120572 19343 6458 16533 9962 6385 36555 16689 8834 8598 8414 3528 3055 10509 8506 486 8020 8339 330 is_linear=0 shrinkage=0.01 Tree=297 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 9 10 9 9 9 9 10 9 10 9 9 4 9 9 9 9 4 9 0 9 10 4 4 9 split_gain=20765.2 3094.69 1280.79 241.374 129.6 113.917 76.3908 76.2878 55.6288 45.9663 39.284 33.2043 30.1953 25.7392 24.9818 22.1409 19.452 19.4412 30.1922 19.3016 16.6127 15.4551 15.5205 15.2055 14.5844 24.4855 14.3461 14.2381 13.3924 16.6374 threshold=0.026551560498774003 0.99473056197166454 0.00022280584380490002 0.78322452306747448 0.99989646673202526 0.0016333823441527001 4.8650000000000011 9.0361113507242425e-06 5.4750000000000005 4.8650000000000011 5.495000000000001 5.8950000000000005 0.13270235061645502 4.4150000000000009 0.2688089013099671 4.8950000000000005 2.9750000000000005 2.5000000000000004 7.0450000000000008 5.4450000000000012 4.8050000000000006 5.2950000000000008 2.5000000000000004 9.0500000000000025 1.0000000180025095e-35 4.9750000000000005 0.0089773964136838514 1.5000000000000002 1.5000000000000002 8.8450000000000006 decision_type=2 2 2 2 2 2 8 2 10 8 8 10 2 10 2 10 10 8 10 10 8 10 10 10 2 10 2 10 10 8 left_child=2 3 7 6 16 10 14 -1 20 13 -4 -9 19 -5 -2 -11 -3 18 24 -8 26 -18 -23 -17 -14 -26 -7 -15 -10 -30 right_child=1 4 5 9 -6 8 12 11 28 15 -12 -13 17 27 -16 23 21 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.0099492469021233588 -0.00073469829582002754 0.0094706888525355037 -0.0061723335437987347 0.0039775023018462745 0.010942206468564813 -0.0044257312140102067 0.00010691950918971612 -0.0084819609628562585 0.0026089814413593209 0.0081216728693356034 -0.0028962242370031452 -0.0047809367783655564 0.0038012627516268893 0.0018303058654217919 0.0011649863717039517 0.0051183164811950104 0.0060403983122214889 0.00045785841934991011 0.0088163633965594491 0.0031605392125965853 -0.0018586692359551119 0.0089660186802416348 0.0050983952526059764 0.011569852970753136 0.0044304621783659015 -0.00051963309195847223 -0.0022968144309062828 -0.0038562901085765168 -0.0016672760442968547 0.014840462435678815 leaf_weight=9715.2161909230053 1559.0488674193621 660.23828120529652 1413.9316461011767 971.50989592075348 9355.6553455665708 745.26364219933748 692.58887745812535 3007.6307789636776 257.23893775418401 344.14797053858638 493.85575247742236 263.66033906955272 1123.7788687422872 144.93550297617912 1245.0857221931219 1364.6617336347699 524.11212798207998 229.69727730751038 102.6046057343483 295.23366560414433 1120.3970027919859 598.23099643737078 125.52902270108461 37.536979965865612 174.43007281422615 233.95261481404305 550.22312822565436 63.241944998502731 159.49800415150821 6.3483593538403502 leaf_count=511500 10543 8810 36934 5556 125331 10983 6486 109518 3285 3505 8251 11054 6503 620 5990 6287 3013 1529 450 2233 17271 3906 960 170 1064 1078 5445 282 2553 70 internal_value=0 0.00701084 -0.00787971 0.00248702 0.0104578 -0.00343449 0.00128085 -0.0095045 -0.00216456 0.00481871 -0.00532427 -0.00818366 0.00243311 0.00329374 0.000108796 0.00584885 0.00808261 0.00318203 0.0035648 0.00101956 -0.00275036 0.00734818 0.00829522 0.00529102 0.00321312 0.00159467 -0.00352153 0.000102783 0.00118042 -0.00103538 internal_weight=0 19846.2 17733.3 8582.45 11263.8 4746.76 5656.42 12986.5 2838.97 2926.03 1907.79 3271.29 2852.29 1179.69 2804.13 1746.35 1908.11 1864.46 1634.77 987.823 2415.88 1247.87 723.76 1402.2 1532.16 408.383 1295.49 208.177 423.085 165.846 internal_count=911180 194316 716864 52296 142020 84792 35876 632072 39607 16420 45185 120572 19343 6458 16533 9962 16689 10624 9095 8719 33699 7879 4866 6457 8645 2142 16428 902 5908 2623 is_linear=0 shrinkage=0.01 Tree=298 num_leaves=31 num_cat=0 split_feature=9 9 9 9 9 1 4 9 9 2 1 4 4 2 3 1 2 9 1 3 4 9 9 9 9 9 4 9 1 2 split_gain=4047.04 449.329 298.28 222.08 255.091 254.984 97.6522 72.8307 73.8358 98.9453 73.417 60.8511 106.909 57.4878 44.2926 43.6503 56.8886 43.0406 42.222 58.0324 40.5377 40.0107 37.8671 36.1442 68.3889 87.2657 34.5014 33.8383 62.1461 31.8506 threshold=2.9750000000000005 3.8350000000000004 1.3750000000000002 5.955000000000001 9.1600000000000019 0.012270400481782552 1.5000000000000002 4.995000000000001 4.9850000000000012 0.73935688405797106 0.98936170212765973 5.5000000000000009 3.5000000000000004 0.16749174917491746 27.500000000000004 0.05298245614035086 0.68703358208955234 5.6250000000000009 0.76024883359253514 26.500000000000004 2.5000000000000004 8.3400000000000016 2.6250000000000004 4.5150000000000006 4.8650000000000011 4.8950000000000005 3.5000000000000004 1.0000000180025095e-35 0.7003401360544218 0.79516317016317017 decision_type=10 10 10 10 10 2 10 10 10 2 2 10 10 2 10 2 2 10 2 8 10 10 10 10 10 10 8 8 2 2 left_child=2 20 15 5 11 14 7 8 23 -10 17 12 -5 -8 -3 -1 18 -9 26 -20 -2 -14 -4 -7 -25 -26 27 28 -17 -6 right_child=1 3 22 4 29 6 13 10 9 -11 -12 -13 21 -15 -16 16 -18 -19 19 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=0.0076970172731200834 0.00069003637897533114 -0.003463860114995318 0.0038112769955505662 0.00034219867935885259 -0.0080037106020369418 -0.001678104973532972 -0.0001707206860961981 -0.0050819614321213806 -0.0079219070073419592 0.0066957539247508762 0.0011067180378804074 0.0045632262236943114 -0.0065166090293415227 -0.0053837132176703262 -0.00030847829460261172 0.005741190653670414 0.003067523624947101 -0.0020186970417668602 0.00014743041060290361 0.0057812288686963365 -0.0035834263664150457 0.0078283168627175954 0.0021365411714399951 -0.0054765302844002181 0.0026742433233574638 -0.003647812728578584 -0.00097396998954770754 0.0073028656597674277 -0.0061398500548061176 -0.0035576683827777933 leaf_weight=1587.2200797013938 4580.1332141384482 539.29692730680108 3109.6956615671515 3080.8704815385863 455.7371312296018 1686.4385004080832 221.29732585418969 3303.6850175894797 62.3983009243384 179.55604461766779 234.53788187727332 285.90366168599576 312.16118328366429 4800.0531101003289 2540.5789632666856 306.15027751773596 664.17394392564893 532.62866058852524 240.41370418295264 763.46876203268766 233.27840619161725 20.735281481407583 2386.0412975419313 1036.5752507038414 302.71661475859582 783.29456709139049 56.276972342282534 2749.1165259368718 51.419907927513123 249.25125054828823 leaf_count=23797 65102 11461 36373 80013 30050 41389 5233 137271 2418 2540 3398 4207 13924 215535 37098 3759 8078 19326 2658 10419 5172 202 27106 36179 7093 26713 649 40277 552 13188 internal_value=0 -0.00226822 0.0047941 -0.00291019 -0.000918877 -0.00345084 -0.00405773 -0.00337997 -0.00243069 0.00292596 -0.00432461 0.000131634 -0.000239513 -0.00515397 -0.000860997 0.00625826 0.00578556 -0.00465666 0.00621881 0.00443202 0.000482926 -0.0056231 0.00308417 -0.00277095 -0.00363924 -0.00188559 0.00678591 0.00692647 0.00403265 -0.0064318 internal_weight=0 25441.1 11914 20627.7 4404.66 16223.1 13143.2 8121.83 4050.98 241.954 4070.85 3699.67 3413.77 5021.35 3079.88 6418.24 4831.02 3836.31 4166.85 1003.88 4813.41 332.896 5495.74 3809.02 2122.59 1086.01 3162.96 3106.69 357.57 704.988 internal_count=911180 757512 153668 687238 141584 545654 497095 276327 116332 4958 159995 98346 94139 220768 48559 90189 66392 156597 58314 13077 70274 14126 63479 111374 69985 33806 45237 44588 4311 43238 is_linear=0 shrinkage=0.01 Tree=299 num_leaves=31 num_cat=0 split_feature=9 5 9 9 9 9 9 9 5 9 0 5 2 2 2 9 9 5 5 2 5 2 3 2 9 2 5 0 9 3 split_gain=3975.06 451.973 295.54 283.2 198.756 214.081 125.859 157.225 100.671 92.7385 92.4058 66.8938 92.8155 69.3076 75.7605 66.5785 77.312 64.0392 66.6784 55.5673 53.9935 62.3882 64.4724 51.3755 47.8207 45.4265 45.4233 43.3896 41.9217 41.3888 threshold=2.9750000000000005 30.500000000000004 1.3750000000000002 4.1150000000000011 3.8350000000000004 5.5950000000000006 5.9350000000000014 9.7700000000000014 154.50000000000003 8.4800000000000022 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 0.78297101449275375 0.78956442831215978 6.9850000000000012 7.0550000000000006 15.500000000000002 1.0000000180025095e-35 0.65030120481927722 31.500000000000004 0.24165739710789766 26.500000000000004 0.94754041967664271 1.0000000180025095e-35 0.29429808733309276 18.500000000000004 1.0000000180025095e-35 5.6050000000000013 29.500000000000004 decision_type=10 2 10 10 10 10 10 10 2 10 2 2 2 2 2 10 10 2 2 2 2 2 8 2 8 2 2 2 10 10 left_child=2 4 10 -3 -2 11 -5 8 -8 15 20 -6 27 -14 -15 26 -17 18 -11 -19 21 22 -1 -16 25 -23 28 -13 -7 -22 right_child=1 3 -4 6 5 9 7 -9 -10 17 -12 12 13 14 23 16 -18 19 -20 -21 29 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.001380685872441731 0.00061551264883880508 -0.00044345849510488893 0.003055382258182809 -0.0064910723429034501 -0.0020581470914872542 0.0067213121160517551 0.0010101778863209957 -0.009028806626593177 -0.0051667904440911147 0.001694557353656082 0.0076900175139890748 0.0026305914185264971 -0.0049444115363397332 0.0050118014048834338 -0.0052442937258164821 0.0079768900193243862 0.0013231863465835631 -0.0072161002163083068 -0.0073728108018975124 0.0026730835368377697 0.0060542312949359084 -0.0064767200935317328 0.0049437863386525239 -0.00019333337915637336 0.006942803452022998 0.0045351589809927073 -0.0046118136813320075 -0.0036396261244442526 -3.3901836204424896e-06 8.0687935852024708e-05 leaf_weight=212.64634460583329 3721.0222391951829 1376.6572902854532 5492.0643170215189 3824.0600547054783 6648.0852354979143 97.177551802247763 716.36221289914101 338.74334710277617 417.69198960904032 103.87223985232413 2558.5759576372802 318.41202131845057 2897.332084223628 138.14589390624315 452.50339935999364 236.88402898982167 664.49513111077249 73.777097247540951 369.93272189144045 247.20650736242533 179.60791789367795 49.15601098164916 666.04695486649871 362.85757527127862 2244.3269212804735 157.46585327014327 206.14077892247587 168.90478770248592 2013.2562580993399 327.46266559138894 leaf_count=2142 49478 29123 63479 204037 152611 1340 23375 26581 19123 2135 39037 4963 118339 2573 18677 4469 13470 3642 20009 7220 1906 534 9083 5894 31690 1785 7601 3752 39100 4012 internal_value=0 -0.00224979 0.00475687 -0.00448424 -0.00145323 -0.00196646 -0.00553445 -0.0030506 -0.00126491 1.03409e-05 0.00621804 -0.00268848 -0.00365445 -0.00417479 -0.00183623 0.00076586 0.00307179 -0.00304862 -0.00538497 0.000400085 0.00523643 0.00569938 0.00341325 -0.00299648 0.00651898 0.0019154 -0.000131378 0.000457324 0.000306257 0.00219656 internal_weight=0 25393.5 11887.4 6673.51 18720 14999 5296.86 1472.8 1134.05 4012.74 6395.29 10986.2 4338.16 3850.84 953.507 3217.95 901.379 794.789 473.805 320.984 3836.71 3329.64 878.693 815.361 2450.95 206.622 2316.57 487.317 2110.43 507.071 internal_count=911180 757512 153668 302239 455273 405795 273116 69079 42498 98986 90189 306809 154198 145483 27144 65980 17939 33006 22144 10862 51152 45234 11225 24571 34009 2319 48041 8715 40440 5918 is_linear=0 shrinkage=0.01 Tree=300 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 9 9 9 9 9 10 10 9 5 5 10 9 9 9 1 9 0 1 9 9 1 5 9 split_gain=20369.8 3064.47 1277.04 237.58 130.536 112.815 76.7801 76.6256 62.0108 45.9249 33.7115 33.3098 29.7899 24.7558 24.1344 23.63 22.101 19.2797 19.1712 19.1116 18.925 24.7658 18.1646 16.5315 16.6878 27.9683 16.8153 16.4021 19.0298 16.3051 threshold=0.026551560498774003 0.99473056197166454 0.00022280584380490002 0.78322452306747448 0.99989646673202526 0.0013712961226701001 9.0361113507242425e-06 4.8650000000000011 5.4750000000000005 4.8650000000000011 5.2250000000000005 5.8950000000000005 0.18897357583045957 0.51461192965507518 4.4150000000000009 13.500000000000002 401.50000000000006 0.0070173616986721008 8.3400000000000016 5.8550000000000013 4.8950000000000005 0.35310102301790286 5.8750000000000009 1.0000000180025095e-35 0.79531763417305601 5.0650000000000004 5.4450000000000012 0.29963503649635043 45.500000000000007 9.0500000000000025 decision_type=2 2 2 2 2 2 2 8 10 8 8 10 2 2 10 2 2 2 8 10 10 2 10 2 2 8 10 2 2 10 left_child=2 3 6 7 18 10 -1 13 17 14 -4 -8 23 -2 -5 -10 20 -7 -3 -17 -11 27 -21 24 26 -26 -9 -22 -29 -14 right_child=1 4 5 9 -6 8 11 12 15 16 -12 -13 29 -15 -16 19 -18 -19 -20 22 21 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.0099421882045516961 -0.000406790509791153 0.0075367188241887316 -0.0064565340324395076 0.0039291764427189443 0.010926238726793528 -0.0036544776192323049 -0.0084617631153268563 0.0013319027635392458 -0.00089211387388269487 0.0080703786381021523 -0.003480416125523435 -0.0047418694140460085 0.0031409526602474008 0.0018392274326442799 0.00017446881439191629 -0.001151828184000161 -0.0040181651469557702 -0.0019175883118267654 0.010042985896794287 0.039087810193531018 0.0060443117855302009 0.0039578318464556809 0.0052901937539321662 -0.00073958785476473045 0.01005045682458452 -0.0056756964799430897 0.0042948398146702019 0.011788982946223827 -0.00097306758539888506 0.0086140777588705007 leaf_weight=9569.1217729207128 2165.7794025465846 1510.4206384643912 1138.5303887221962 968.05020769685507 9217.6984262540936 1372.0202039983124 2977.5806626873091 573.44125547260046 246.28854805231094 338.71882077679038 571.73905756697059 261.89168474823236 1545.4892194867134 634.51081390678883 207.96977052092552 57.483680102974176 22.522557482123375 1196.3213331326842 382.49782008677721 1.6081336196511973 645.49122358858585 623.7795083001256 142.63909968174994 307.84491311386228 13.992600630968807 58.964340317994356 287.60525166988373 95.92281474173069 13.304680272936819 56.418848663568497 leaf_count=511500 13587 11084 29125 5556 125331 22701 109518 5803 3119 3502 12696 11054 8598 2946 902 1328 108 13854 5605 31 3058 2816 1938 2003 118 368 2217 419 59 236 internal_value=0 0.0069706 -0.00785236 0.00247375 0.010435 -0.00340991 -0.00949171 0.00127631 -0.0022466 0.00479164 -0.00546162 -0.00816103 0.00243255 0.000102129 0.00326519 0.00118637 0.00582348 -0.00284544 0.00804315 0.00372395 0.00595256 0.00543218 0.00566698 0.0012701 0.00193249 -0.00265954 0.00232158 0.00665074 0.0102345 0.00333371 internal_weight=0 19670.4 17535.2 8559.81 11110.6 4726.63 12808.6 5644.05 3016.36 2915.76 1710.27 3239.47 2843.76 2800.29 1176.02 448.019 1739.74 2568.34 1892.92 201.731 1717.22 1378.5 144.247 1241.85 934.003 72.9569 861.047 754.719 109.227 1601.91 internal_count=911180 194316 716864 52296 142020 84792 632072 35876 42971 16420 41821 120572 19343 16533 6458 6416 9962 36555 16689 3297 9854 6352 1969 10509 8506 486 8020 3536 478 8834 is_linear=0 shrinkage=0.01 Tree=301 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 9 9 9 9 9 10 10 9 9 1 9 10 9 9 9 9 1 9 9 9 1 1 1 split_gain=20088.2 3056.35 1277.5 233.726 132.104 111.71 77.4654 75.0105 60.9536 45.1744 33.5234 33.2827 29.2712 24.2668 23.7276 20.96 22.9612 19.4113 19.0316 18.8229 17.8837 20.5092 19.3502 15.9835 16.9649 15.0257 22.5181 14.7196 14.0707 16.0651 threshold=0.026551560498774003 0.99473056197166454 0.00022280584380490002 0.78322452306747448 0.99989646673202526 0.0013712961226701001 9.0361113507242425e-06 4.8650000000000011 5.4750000000000005 4.8650000000000011 5.2250000000000005 5.8950000000000005 0.13270235061645502 0.2688089013099671 4.4150000000000009 4.9050000000000011 0.35310102301790286 8.3400000000000016 0.0070173616986721008 5.4450000000000012 9.0500000000000025 8.1200000000000028 7.6900000000000004 0.29963503649635043 8.615000000000002 6.0450000000000008 6.2350000000000012 0.35737937559129612 0.52404068423485917 0.77842377260981921 decision_type=2 2 2 2 2 2 2 8 10 8 8 10 2 2 10 10 2 8 2 10 10 10 10 2 10 10 10 2 2 2 left_child=2 3 6 7 17 10 -1 13 18 14 -4 -8 19 -2 -5 -11 23 -3 -7 -9 21 22 -14 24 25 -17 -27 -18 -15 -30 right_child=1 4 5 9 -6 8 11 12 -10 15 -12 -13 20 28 -16 16 27 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.0099366946830183132 -0.00073081286045885722 0.0074940812173396459 -0.0064288946955021221 0.0038961848115402664 0.010912710333921228 -0.003628284281827951 -0.0084426855334355407 0.00010824582839566537 0.0011733650419789576 0.0079467497722246535 -0.0034554422823521919 -0.0047155178974410831 0.0030167282279131699 0.0017956427287934354 0.00017272355989325254 0.0060951244760880209 -0.013223126571935275 0.010025429447679866 -0.0019008687216950859 0.0031240235921314754 0.0082388914330432193 -0.0037493747664741205 0.013203949762283534 0.0099647287844694728 0.011632152373676442 -0.010287471952272167 0.0036758813250321711 0.0039510692905977817 -0.0022412828130763487 0.0022723467492514345 leaf_weight=9479.1189015330747 1556.7480689920485 1503.857051551342 1132.0236493097618 966.49272163212299 9137.2375339344144 1368.1254749298096 2954.5812796829268 689.79113029688597 448.43284527957439 354.13186478242278 570.12067867442966 260.72750925645232 1730.4925435334444 903.17868655174971 207.97041024267673 489.48484241962433 5.0305694639682761 379.35174646601081 1194.7832080256194 295.67279512435198 66.452277526259422 44.483491659164429 18.848622485995293 107.82020352780819 46.35122362524271 13.161427721381186 94.281744845211506 626.22581189870834 215.68664915114641 124.29922936111689 leaf_count=511500 10543 11084 29125 5556 125331 22701 109518 6486 6416 3577 12696 11054 10058 4344 902 2240 22 5605 13854 2233 282 199 85 473 230 65 520 2835 1060 586 internal_value=0 0.00693406 -0.00783102 0.00244994 0.0104157 -0.0033853 -0.00948173 0.00126318 -0.00222788 0.00475161 -0.00543296 -0.00814045 0.00240653 0.000101121 0.00323685 0.00577611 0.00522004 0.00800399 -0.00282299 0.00101308 0.0031447 0.00295598 0.00312649 0.00640156 0.00580433 0.0053518 0.00196542 0.00381421 0.00114291 -0.000591095 internal_weight=0 19577.1 17407.9 8556.6 11020.4 4713.49 12694.4 5645.65 3011.34 2910.95 1702.14 3215.31 2845.74 2799.91 1174.46 1736.49 1382.36 1883.21 2562.91 985.464 1860.28 1793.82 1749.34 751.099 643.279 596.928 107.443 631.256 1243.16 339.986 internal_count=911180 194316 716864 52296 142020 84792 632072 35876 42971 16420 41821 120572 19343 16533 6458 9962 6385 16689 36555 8719 10624 10342 10143 3528 3055 2825 585 2857 5990 1646 is_linear=0 shrinkage=0.01 Tree=302 num_leaves=31 num_cat=0 split_feature=5 4 4 2 2 3 5 4 2 2 2 2 2 0 4 4 7 0 2 5 2 5 4 2 2 5 3 3 3 2 split_gain=1225.56 217.608 173.6 133.932 195.643 138.814 128.055 97.2387 87.8068 83.729 69.8393 62.7624 68.7849 59.9928 55.4302 54.9439 50.7985 50.6512 45.849 44.6583 39.3714 35.1815 34.3168 33.6556 32.9806 34.8665 44.9779 48.4637 31.603 31.5145 threshold=3.5000000000000004 1.5000000000000002 2.5000000000000004 0.51530771633864425 0.48492424242424242 27.500000000000004 51.500000000000007 5.5000000000000009 1.0000000180025095e-35 0.86984754376058737 0.33477011494252878 0.20112359550561798 0.96784532671629464 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.92890109890109895 1.0000000180025095e-35 0.76728257406817468 1.5000000000000002 3.5000000000000004 0.75937646507266776 0.35319472616632858 53.500000000000007 28.500000000000004 20.500000000000004 22.500000000000004 0.44491129785247435 decision_type=2 10 10 2 2 8 2 10 2 2 2 2 2 2 10 8 2 2 2 2 2 2 10 2 2 2 10 8 10 2 left_child=2 11 3 4 5 16 8 22 -3 19 -7 -2 17 -10 -8 28 21 18 24 20 23 -1 -4 -5 -13 -26 27 -27 -11 -9 right_child=1 6 7 9 -6 10 14 29 13 15 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.00046330336240842633 0.00095378888459590305 0.0038748855379889357 -0.0010790380005729432 0.00065644407987000282 0.0043439626998023071 0.0026163911446040783 -0.0042563329561277575 0.0046761476790059663 -0.0034051132752561499 -0.0025840460766844799 -4.7435798419212122e-05 -0.003938196711336499 0.0014596234025521676 0.0018470603434129992 -0.007382569112617185 0.0048649526509867685 0.010593898035941489 0.00097612978507747184 -0.0051945319658417864 -0.0020043043409362976 -0.0020391328048032604 -0.0043518643345947482 -0.0043118877999474177 0.0067706616890567915 -0.00092883759298936178 -0.0036142438457266841 -0.003184666907066059 0.00080738386976897652 0.0018026751112511356 -0.0027114117731670429 leaf_weight=1600.5000134538859 1073.0737326042727 204.85962100327015 611.63726914767176 2830.8038071747869 3622.7993649113923 6543.6753023993224 1314.7676498685032 275.1483654845506 2373.3659823713824 187.35331937856972 1158.4480358576402 702.37168831657618 678.06672496069223 239.41997992433608 997.4168086964637 586.56187768001109 38.376243121922016 588.8968293145299 441.71758465468884 1008.6860246071592 561.99411605484784 272.24438526388258 708.92498021759093 92.984634045511484 3293.7690701968968 378.2658080086112 2257.1381321679801 719.18252687621862 1330.5600265879184 73.081639008596539 leaf_count=29922 18284 2918 15359 53994 54933 97969 60243 3605 92188 5206 24225 25040 13224 5172 65638 9883 836 13209 21838 24824 13959 10384 19811 1121 96335 16121 75612 19277 18679 1371 internal_value=0 -0.00218262 0.00152268 0.00178329 0.0023635 0.00161716 -0.00386078 -0.00157497 -0.00242953 0.000619519 0.00221573 -0.001333 -0.00160387 -0.00292384 -0.00560491 0.00226566 -0.000795206 -0.00185171 -0.00206542 -0.000151266 0.00038495 -0.00102859 -0.00281455 0.000850893 -0.00187739 -0.00165967 -0.00237726 -0.000716652 0.00126123 0.00312575 internal_weight=0 15262.3 21503.8 19835 13236 9613.24 5129.83 1668.79 2817.65 6598.94 7702.12 10132.5 9059.41 2612.79 2312.18 2104.48 1911.12 8381.34 7792.44 4494.47 3485.78 1872.74 1320.56 2923.79 7350.73 6648.36 3354.59 1097.45 1517.91 348.23 internal_count=911180 525099 386081 345935 218269 163336 226159 40146 100278 127666 122194 298940 280656 97360 125881 33768 41142 267432 254223 93898 69074 40306 35170 55115 232385 207345 111010 35398 23885 4976 is_linear=0 shrinkage=0.01 Tree=303 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 10 4 4 4 1 0 3 1 10 1 1 1 4 1 10 4 10 4 1 1 1 split_gain=19780.6 3046.98 1276.93 230.03 133.615 110.496 78.1321 46.9632 21.5819 19.9609 18.7336 15.4474 13.9021 11.9326 17.342 13.3845 11.8974 11.7513 11.6227 11.4398 11.033 10.7484 10.6575 10.4581 10.1409 9.90821 9.885 19.6791 9.8786 9.16291 threshold=0.026551560498774003 0.99473056197166454 0.00022280584380490002 0.78322452306747448 0.99989646673202526 0.0013712961226701001 9.0361113507242425e-06 0.3781151175498963 0.0043998162727802515 0.94052824378013633 2.5000000000000004 3.5000000000000004 1.5000000000000002 0.35498944829665363 1.0000000180025095e-35 23.500000000000004 0.45244745943069969 5.9116524425917312e-05 0.15018796992481201 0.39593646864686471 0.37053001277139214 1.5000000000000002 0.16252188240140047 0.13270235061645502 7.5000000000000009 0.99998754262924205 2.5000000000000004 0.63673020527859248 0.89596861471861489 0.51363749070171105 decision_type=2 2 2 2 2 2 2 2 2 2 8 10 8 2 2 10 2 2 2 2 2 10 2 2 8 2 10 2 2 2 left_child=2 3 6 7 10 22 -1 11 -7 12 -3 23 -5 15 20 -11 -16 -8 -14 21 -15 -10 -4 -2 -20 -6 -22 -28 -13 -9 right_child=1 4 5 9 25 8 17 29 19 13 -12 28 18 14 16 -17 -18 -19 24 -21 26 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.009930911832011724 0.00023333927509208344 0.0082971438515442412 -0.0040264014236199444 0.0044488612051282904 0.0098418135871682008 -0.0032972255839374782 -0.0086101172852373151 0.0028987949332123426 -0.00017474161605893383 0.0094362288738596267 0.0049587449136953357 -0.0014073196784279668 0.0051534759168027191 -0.0044597972293753778 -0.0030266807473124193 0.0057899509295106667 0.0079181937605504165 -0.0073687825114774333 0.0013760545574045722 -0.0023650953728618189 0.0044523598982149021 -0.0025648975310878213 -0.0058605314112011595 0.0013358972864684047 -0.013682668266225485 0.011002663402339559 0.005240044563207728 -0.0064784913656520792 -0.0092116652167976154 0.0013487412345442487 leaf_weight=9376.0001182798296 1881.203050930053 1685.6263063773513 421.9360912181437 924.90139245986938 807.30829796567559 1135.317358488217 1927.539204325527 1454.9462653920054 719.74055087380111 118.9288746342063 186.7094552218914 188.71735808625817 96.740296617150307 15.613583639264105 10.523589447140692 655.75092333555222 176.62004988640547 1261.869284815155 274.11729772388935 895.82217549532652 568.61199048906565 254.73251544684172 1271.5212946059182 1585.2680445350707 4.5461573898792258 8239.1646967455745 32.848007678985596 25.420477449893951 17.743905525654554 516.83452189713717 leaf_count=511500 14924 15248 8803 4700 9783 19960 78950 7156 7834 629 1441 1859 489 73 59 3921 1403 41622 1382 11311 3411 3866 33018 9171 23 115548 164 166 108 2658 internal_value=0 0.00689514 -0.00780788 0.00242426 0.0103958 -0.00336065 -0.009471 0.0012476 -0.00220961 0.00471092 0.00796424 0.000579286 0.00379011 0.00545723 0.00462386 0.00634973 0.00730273 -0.00811899 0.00216712 -0.0015494 0.00384357 -0.000799541 -0.00540355 0.000737555 0.00113038 0.0108991 0.00405038 0.000127662 -0.00207805 0.0024925 internal_weight=0 19468.1 17264.5 8549.34 10918.8 4699.07 12565.4 5644.71 3005.61 2904.62 1872.34 3672.93 1300.31 1604.32 829.638 774.68 187.144 3189.41 375.404 1870.3 642.494 974.473 1693.46 3466.47 278.663 9046.47 626.88 58.2685 206.461 1971.78 internal_count=911180 194316 716864 52296 142020 84792 632072 35876 42971 16420 16689 26062 6594 9826 5276 4550 1462 120572 1894 23011 3814 11700 41821 24095 1405 125331 3741 330 1967 9814 is_linear=0 shrinkage=0.01 Tree=304 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 2 10 10 4 4 3 4 2 10 2 10 2 10 2 3 2 4 2 2 4 2 10 split_gain=19506.8 3038.3 1277.24 226.239 135.241 109.38 78.8095 46.0207 21.9302 19.8536 19.2646 18.6513 15.1474 14.9089 12.9286 13.6901 11.802 10.5017 10.2432 10.4197 10.0491 9.3331 16.9584 9.00414 12.4085 11.8061 8.95171 11.8816 8.45298 8.43476 threshold=0.026551560498774003 0.99473056197166454 0.00022280584380490002 0.78322452306747448 0.99989646673202526 0.0013712961226701001 9.0361113507242425e-06 0.3781151175498963 0.8577380952380953 0.97252115607261669 0.0043998162727802515 2.5000000000000004 3.5000000000000004 21.500000000000004 1.5000000000000002 0.99938118811881205 5.9116524425917312e-05 0.83939594356261027 0.13270235061645502 0.87439320388349528 0.99998754262924205 0.96580946814728241 29.500000000000004 0.84240094618568906 1.5000000000000002 0.76506899055918665 0.45488466757123475 2.5000000000000004 0.95260557053009898 0.0089773964136838514 decision_type=2 2 2 2 2 2 2 2 2 2 2 8 10 8 10 2 2 2 2 2 2 2 10 2 8 2 2 10 2 2 left_child=2 3 6 7 11 17 -1 12 10 13 -7 -3 18 26 15 21 -8 -4 19 -2 -6 22 -10 24 25 -15 -5 -28 -11 -23 right_child=1 4 5 9 20 8 16 -9 14 28 -12 -13 -14 23 -16 -17 -18 -19 -20 -21 -22 29 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.009925404834035435 -7.8593624598547224e-05 0.0082582086339728876 -0.0056773411835118574 0.004030700829670191 0.0098171232568315756 -0.0036351612097498195 -0.0085927278793904074 0.0024671481414794078 -0.0021824301143730648 0.0055044707206832215 -0.0018566959752896876 0.0049222777609898224 -0.0020595753285283362 0.0042639492373055679 -0.0031094071710404195 -0.00097008470700227017 -0.0073442316762161999 -0.0033160222685405666 0.0013219964330580169 0.0020199602420552919 0.010990666019851816 0.011185694162371225 0.0061604723945834295 0.0055079543898988509 0.0019368719904707999 -0.00065667295029749506 0.0091056985940975339 0.00050923673837648315 0.0085477388796145505 0.0025540930777851224 leaf_weight=9287.8320134291425 1603.8836328573525 1676.6827866584063 1469.5292226085439 94.655203104019165 801.27557826042175 986.47212214395404 1912.2025643736124 1972.1214723587036 55.440913556143641 894.80493583157659 1592.0419567730278 186.21427597478032 206.23195590823889 970.62765248864889 105.52304790727794 172.32109003514051 1253.468863401562 216.03210906405002 1585.9145721942186 277.5419772900641 8166.0433729179204 23.149697672575712 43.465688211843371 245.22846771776676 398.76538241654634 51.339401565492153 124.48942528665066 18.462557919323444 101.63727285712957 22.156618915498257 leaf_count=511500 13101 15248 36352 472 9783 17531 78950 9814 897 5844 20177 1441 1967 5286 1583 1685 41622 5469 9171 1823 115548 274 688 1232 2032 235 599 100 620 136 internal_value=0 0.00685893 -0.00778643 0.00240105 0.0103765 -0.00333629 -0.00946098 0.00123491 -0.00219121 0.00467128 -0.00253709 0.00792475 0.000573391 0.00407264 -7.81208e-05 0.00093242 -0.00809838 -0.0053747 0.000729995 0.000230978 0.0108858 0.00320574 0.00148396 0.00373842 0.00343298 0.00401676 0.00641602 0.00799545 0.00581488 0.00696449 internal_weight=0 19375.9 17139.6 8545.7 10830.2 4686.13 12453.5 5645.69 3000.57 2900.01 2578.51 1862.9 3673.57 1903.57 422.057 316.534 3165.67 1685.56 3467.34 1881.43 8967.32 144.213 98.9066 1665.96 1420.73 1021.97 237.607 142.952 996.442 45.3063 internal_count=911180 194316 716864 52296 142020 84792 632072 35876 42971 16420 37708 16689 26062 9956 5263 3680 120572 41821 24095 14924 125331 1995 1585 8785 7553 5521 1171 699 6464 410 is_linear=0 shrinkage=0.01 Tree=305 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 2 10 10 3 1 10 1 1 10 1 1 10 2 1 10 3 1 1 1 2 3 3 split_gain=19236.5 3029.53 1277.51 222.481 136.864 108.268 79.4879 45.096 21.5718 19.6675 19.0112 14.648 15.5578 11.8521 10.5628 10.4272 10.1908 9.55072 10.1987 9.43317 9.08254 8.97776 8.8115 8.78178 8.74727 6.83902 13.8034 11.7776 11.1024 9.24723 threshold=0.026551560498774003 0.99473056197166454 0.00022280584380490002 0.78322452306747448 0.99989646673202526 0.0013712961226701001 9.0361113507242425e-06 0.3781151175498963 0.8577380952380953 0.97252115607261669 0.0043998162727802515 21.500000000000004 0.98936170212765973 5.9116524425917312e-05 0.16252188240140047 0.18773496240601503 0.99998754262924205 0.15831244778613199 0.82683658170914553 0.068259380757808671 0.68703358208955234 0.51363749070171105 0.99894970655441295 29.500000000000004 0.34556677890011228 1.0000000180025095e-35 0.047905909351692456 0.89504283965728282 26.500000000000004 10.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 10 10 left_child=2 3 6 7 22 14 -1 15 10 11 -7 12 -5 -8 -4 -2 -6 -13 -19 -17 -21 -9 -3 -22 -11 28 29 -28 -10 -27 right_child=1 4 5 9 16 8 13 21 25 24 -12 17 -14 -15 -16 19 -18 18 -20 20 23 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-0.0099198931136805085 0.001312357752518393 0.0071008576725668316 -0.0039703486580688323 0.0070039995627409904 0.0097924830237789001 -0.0036092989376896568 -0.0085752760546922956 0.002844139089367531 -0.0077585688784687235 0.00676345002203926 -0.0018405476977497092 0.0048264976536308993 -0.0038241718989856809 -0.0073196314775514724 -0.0058035444035844227 -0.00076339767141067713 0.010978782247903452 0.0028423946571975319 0.0057368654964605175 0.00089770761529835684 0.0011943719846033902 0.0013101003086881144 0.0084913431682631137 -0.0026639285927312138 0.0048842577426541651 0.012368709913284745 0.0027116753875694221 -0.0034351925074241423 -0.00050884616538889385 0.0030854965140061723 leaf_weight=9200.5001765023917 1243.531590282917 807.75284045934677 418.90291361976415 223.1880434602499 795.28889639675617 983.61961050890386 1897.0094238258898 1455.4512087628245 23.603427819907665 469.35957062616944 1589.9603456798941 521.1323451474309 14.107723884284495 1245.1465647350997 1258.8541201772168 731.00352992489934 8093.4972716905177 1004.7624705061316 138.51417552679777 1450.9510109573603 96.23532622307539 517.02195239812136 1045.7716222926974 152.43053778260946 524.50992948934436 13.169620171189306 56.097669489681721 70.150549037382007 201.0844085291028 57.934008890762925 leaf_count=511500 7333 6552 8803 1094 9783 17531 78950 7156 236 2906 20177 2817 77 41622 33018 7116 115548 5152 816 9709 718 2658 10137 1186 3558 126 998 1236 2004 663 internal_value=0 0.00682278 -0.00776489 0.00237803 0.0103572 -0.003312 -0.00945091 0.00122235 -0.00217292 0.00463169 -0.00251656 0.00403589 0.00636024 -0.0080777 -0.00534583 0.000567565 0.0108726 0.00370451 0.00319308 0.00018652 0.000595079 0.00244204 0.00788538 -0.00117074 0.00577172 -7.73989e-05 0.00128088 -0.000703867 -0.00127043 0.00480491 internal_weight=0 19284.5 17016 8542.2 10742.3 4673.38 12342.7 5646.63 2995.62 2895.57 2573.58 1901.7 237.296 3142.16 1677.76 3674.15 8888.79 1664.41 1143.28 2430.62 1699.62 1972.47 1853.52 248.666 993.87 422.04 197.352 126.248 224.688 71.1036 internal_count=911180 194316 716864 52296 142020 84792 632072 35876 42971 16420 37708 9956 1171 120572 41821 26062 125331 8785 5968 18729 11613 9814 16689 1904 6464 5263 3023 2234 2240 789 is_linear=0 shrinkage=0.01 Tree=306 num_leaves=31 num_cat=0 split_feature=9 5 9 9 9 9 9 4 4 9 4 9 5 5 9 4 9 9 3 4 5 4 5 9 5 9 3 9 9 5 split_gain=3619.83 410.232 283.527 262.855 176.677 197.304 124.981 189.982 90.3624 83.0299 109.078 81.5532 96.4053 76.6914 59.3057 75.5513 58.6315 101.023 50.0303 45.1385 44.364 44.706 42.843 42.5845 41.9308 39.6619 39.3633 36.5968 35.6686 34.6827 threshold=2.9750000000000005 30.500000000000004 1.3750000000000002 4.1150000000000011 3.8350000000000004 5.5950000000000006 5.9350000000000014 2.5000000000000004 1.5000000000000002 8.4800000000000022 3.5000000000000004 9.7700000000000014 152.50000000000003 30.500000000000004 6.9850000000000012 1.5000000000000002 5.3350000000000009 5.3450000000000006 28.500000000000004 2.5000000000000004 1.5000000000000002 11.500000000000002 125.50000000000001 4.995000000000001 18.500000000000004 5.6050000000000013 29.500000000000004 7.1150000000000011 2.6250000000000004 17.500000000000004 decision_type=10 2 10 10 10 10 10 10 10 10 10 10 2 2 10 10 10 10 8 10 2 10 2 10 2 10 10 10 10 2 left_child=2 4 13 -3 -2 8 -5 11 18 14 -11 12 -8 -1 24 27 20 19 29 -18 21 -10 -13 -20 25 -7 -15 -16 -4 -6 right_child=1 3 28 6 5 9 7 -9 16 10 -12 22 -14 26 15 -17 17 -19 23 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0064362062035143884 0.00056700902298225568 -0.00040358428419068017 0.0036567546213674331 -0.0063599861558773646 -0.0038716050145170327 0.0066407879036377831 0.0031559086081211457 -0.0083870756834844226 -0.0038141730465847215 -0.004782376903621488 0.0047694864991226719 -0.0096496597563731166 -0.0038027036009037501 0.0061204075017485451 0.010235984648001342 0.0049149844037545513 0.010085059547585018 -0.0029360971896136142 -0.00063463510337699439 -0.010238264975655187 -0.0061756049686950429 0.0074843447829673823 0.013886707511740783 -0.0024259930716941532 -0.0044835950090404758 1.4549375310881048e-05 0.00044750782355384744 -0.0026832941741070332 0.002005236988712889 0.00037910045835461251 leaf_weight=5607.2227679416537 3624.2361147627234 1337.7133010150865 3003.3077600225806 3668.5044648600742 1641.0202422598377 94.682177194394171 551.66446599457413 432.95847390219569 1706.9312978601083 615.78477287385613 148.35571230947971 114.62163154128939 311.51798343658447 189.98520968854427 24.137259621173143 605.33948690257967 93.080364162102342 583.4799225917086 2848.8499060794711 12.382196723483501 1061.5514946533367 35.754089839756489 8.2935344269499165 2484.2640547212213 199.38327185530216 1965.8284978056327 343.40522299334407 239.37993141729385 2316.3444726262242 217.37773637287319 leaf_count=83846 49478 29123 36373 204037 49812 1340 14660 32158 50558 30431 2575 9139 13065 2075 242 9923 1056 21317 60690 567 47212 432 57 68830 7601 39100 4268 7774 27106 6335 internal_value=0 -0.00217573 0.00462754 -0.00434803 -0.0014089 -0.00190015 -0.00538517 -0.00286511 -0.00260238 2.72429e-05 -0.00292791 -0.000440623 0.000644582 0.00609153 0.000748985 0.00296939 -0.00392189 -0.0013081 -0.00196145 0.00769893 -0.00456404 -0.00358237 -0.00806158 -0.00146908 -0.00010469 0.000319031 0.0024681 -0.00149993 0.00293763 -0.0033744 internal_weight=0 24627.1 11460.3 6425.27 18201.8 14577.6 5087.56 1419.06 10684.7 3892.89 764.14 986.098 863.182 6140.61 3128.75 868.857 3493.18 688.942 7191.51 105.463 2804.24 1742.69 122.915 5333.11 2259.89 2060.51 533.39 263.517 5319.65 1858.4 internal_count=911180 757512 153668 302239 455273 405795 273116 69079 306809 98986 33006 36921 27725 90189 65980 17939 121142 22940 185667 1623 98202 50990 9196 129520 48041 40440 6343 8016 63479 56147 is_linear=0 shrinkage=0.01 Tree=307 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 9 9 9 9 9 10 9 10 5 5 9 9 1 5 9 0 1 9 9 1 5 9 9 split_gain=18919.5 3010.21 1275.26 218.729 138.242 107.081 80.0798 74.752 54.0986 44.8657 38.3878 34.1519 27.3801 23.015 22.9901 22.0284 21.3767 20.5691 19.1732 23.6563 17.8543 16.8943 16.7356 16.559 27.7862 16.1858 15.8365 18.5546 15.7272 16.9725 threshold=0.026551560498774003 0.99473056197166454 0.00022280584380490002 0.78322452306747448 0.99989646673202526 0.0016333823441527001 9.0361113507242425e-06 4.8650000000000011 5.4750000000000005 4.8650000000000011 5.285000000000001 5.8950000000000005 0.18897357583045957 4.4150000000000009 0.51461192965507518 13.500000000000002 401.50000000000006 2.9750000000000005 4.8950000000000005 0.35310102301790286 280.50000000000006 4.8050000000000006 1.0000000180025095e-35 0.79531763417305601 5.9350000000000014 5.4450000000000012 0.29963503649635043 45.500000000000007 9.0500000000000025 8.1200000000000028 decision_type=2 2 2 2 2 2 2 8 10 8 8 10 2 10 2 2 2 10 10 2 2 8 2 2 8 10 2 2 10 10 left_child=2 3 6 7 17 10 -1 14 21 13 -4 -8 22 -5 -2 -10 18 -3 -11 26 -17 -7 23 25 -25 -9 -20 -28 29 -14 right_child=1 4 5 9 -6 8 11 12 15 16 -12 -13 28 -15 -16 20 -18 -19 19 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=-0.0099136508402305739 -0.00043650718926116884 0.0093213301281305106 -0.0061370683880985115 0.003736700709484707 0.010858361076983581 -0.0034215058842921369 -0.0083669785314721568 0.001322195464716316 -0.00083246792064557652 0.0079143383153752207 -0.0030465895421285965 -0.0045329784858012699 0.0032046197245856724 6.445664417043861e-05 0.0017295157779741968 0.004692507183165353 -0.0040561567538461496 0.0070885914318791375 0.0058278322238718185 0.0037879355863368962 -0.0063408720650902171 -0.0017333217085395859 -0.00078180553925073489 0.0036559842161291785 -0.0086941833321602258 0.0042275350969348318 0.011503267232308899 -0.0010934488701930733 0.0084105003637486957 -0.0032913348130566033 leaf_weight=9088.0013009021059 2164.8017157614231 624.07021002471447 1263.7137612840161 957.44331399351358 8784.720383733511 1279.9233808144927 2862.5298850210384 572.47058580815792 230.01693318970501 330.09555136412382 589.37081123050302 252.85588045604527 1504.0120349153876 207.68745444715023 633.39641539752483 174.51249608583748 22.521090760827065 1217.7139639556408 640.36488349735737 621.78790317475796 16.012153696268797 1104.183671399951 307.55466170608997 35.576730437576771 37.334687672555447 288.33023190870881 95.285591557621956 13.328973338007925 56.324522659182549 41.326801404356956 leaf_count=511500 13587 8810 32943 5556 125331 16428 109518 5803 2865 3502 12242 11054 8414 902 2946 2715 108 7879 3058 2816 328 17271 2003 317 169 2217 419 59 236 184 internal_value=0 0.00678459 -0.00774032 0.00235998 0.0103361 -0.0032888 -0.00943936 0.0012141 -0.00205633 0.00459785 -0.00515415 -0.0080558 0.00235614 0.00308211 5.37909e-05 0.0012505 0.0056226 0.00784513 0.00575075 0.00522974 0.00376524 -0.00263963 0.00124137 0.00190778 -0.00266799 0.00229536 0.00642669 0.00995742 0.00322008 0.0030309 internal_weight=0 19156.1 16861.1 8529.64 10626.5 4657.73 12203.4 5641.13 2804.65 2888.51 1853.08 3115.39 2842.93 1165.13 2798.2 420.542 1723.38 1841.78 1700.86 1370.77 190.525 2384.11 1241.27 933.712 72.9114 860.801 748.979 108.615 1601.66 1545.34 internal_count=911180 194316 716864 52296 142020 84792 632072 35876 39607 16420 45185 120572 19343 6458 16533 5908 9962 16689 9854 6352 3043 33699 10509 8506 486 8020 3536 478 8834 8598 is_linear=0 shrinkage=0.01 Tree=308 num_leaves=31 num_cat=0 split_feature=9 5 9 9 9 9 9 9 5 9 5 5 5 5 2 2 2 9 9 2 2 5 9 3 3 9 9 9 9 9 split_gain=3504.27 399.663 278.08 256.97 170.94 190.618 123.578 151.718 95.3693 80.1902 75.0297 61.2322 61.2404 59.764 89.7046 63.2661 69.2421 57.2363 71.5202 53.1751 48.1803 40.7934 38.6836 38.4674 35.1131 34.7554 34.3724 45.4102 48.3586 38.1085 threshold=2.9750000000000005 30.500000000000004 1.3750000000000002 4.1150000000000011 3.8350000000000004 5.5950000000000006 5.9350000000000014 9.7700000000000014 154.50000000000003 8.4800000000000022 30.500000000000004 15.500000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 0.78297101449275375 0.78956442831215978 6.9850000000000012 7.0550000000000006 0.65030120481927722 0.94754041967664271 18.500000000000004 5.6050000000000013 29.500000000000004 27.500000000000004 2.6250000000000004 4.9050000000000011 4.8650000000000011 4.5750000000000011 5.2150000000000007 decision_type=10 2 10 10 10 10 10 10 2 10 2 2 2 2 2 2 2 10 10 2 2 2 10 10 10 10 10 10 10 10 left_child=2 4 10 -3 -2 13 -5 8 -8 17 -1 12 -11 26 24 -16 -17 21 -19 -13 -18 22 -7 -12 -15 -4 27 28 -6 -28 right_child=1 3 25 6 5 9 7 -9 -10 11 23 19 -14 14 15 16 20 18 -20 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=0.0063763041493710218 0.0005590817307402345 -0.00039422853076296813 0.0036088986048761198 -0.0063127153474480556 -0.00068824500417392074 0.0065764311194750026 0.0011729018189887699 -0.0089528828539601566 -0.0049672296780468965 0.0016492861130058729 0.0060633647728073562 -0.0071372672429490212 -0.0072293287451306856 -0.0056998185253579808 -0.0047774540655051781 0.0049659313152545992 -0.0051089931313455308 0.007807920845161148 0.0012267395816291384 0.0027839601495145993 -0.0001407734335377766 -0.0044400943939343178 1.4122920422668055e-05 0.00043618821225980409 0.0017698529275098501 0.0019732150533224241 -0.0034246801577124033 0.0019448909540043589 -0.0038840227583327985 -0.0013877570083909141 leaf_weight=5547.0482434146106 3605.3340713847429 1330.0143312579021 2980.8464762438089 3625.4958938378841 1566.4315220918506 94.149090762250125 695.19874845258892 313.50335020478815 397.65503416769207 99.961734168231487 188.57229727506638 69.836727912537754 348.63196313008666 74.688155354931951 2777.7159640602767 131.50039532780647 433.54859973769635 222.72761037014425 638.52170035708696 238.57332627754658 355.04448327515274 197.78469229210168 1957.3455346049741 341.45286281406879 399.78295939229429 2302.4402376990765 2204.5539025757462 415.41580512654036 678.63992619793862 1574.4504121560603 leaf_count=83846 49478 29123 36373 204037 29140 1340 23375 26581 19123 2135 2075 3642 20009 2044 118339 2573 18677 4469 13470 7220 5894 7601 39100 4268 6671 27106 58392 7385 17426 40268 internal_value=0 -0.00214763 0.00457404 -0.0043034 -0.00138927 -0.00187441 -0.00533667 -0.00282048 -0.0010613 2.61642e-05 0.00603284 -0.00289269 -0.00525088 -0.00256709 -0.00349941 -0.00402464 -0.00175195 0.00073652 0.0029287 0.000537386 -0.00287218 -0.000102866 0.000315286 0.00243822 0.000594026 0.00289607 -0.00196302 -0.00109228 -0.00165426 -0.00257603 internal_weight=0 24446.5 11360.4 6361.87 18084.6 14479.3 5031.85 1406.36 1092.85 3867.53 6077.07 757.004 448.594 10611.8 4172.28 3697.81 920.093 3110.53 861.249 308.41 788.593 2249.28 2051.49 530.025 474.471 5283.29 6439.49 2660.49 2245.07 3779 internal_count=911180 757512 153668 302239 455273 405795 273116 69079 42498 98986 90189 33006 22144 306809 154198 145483 27144 65980 17939 10862 24571 48041 40440 6343 8715 63479 152611 53951 46566 98660 is_linear=0 shrinkage=0.01 Tree=309 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 9 10 9 9 9 9 10 10 9 9 9 1 10 9 9 9 9 1 9 9 9 9 1 9 split_gain=18609.1 2991.08 1273.11 215.276 139.498 122.605 74.0872 67.6959 59.9004 44.493 35.2455 29.7307 27.0025 22.574 22.0678 20.4857 20.4849 23.7307 18.4917 18.3853 17.2496 20.0132 18.8442 16.6728 16.464 15.3931 22.237 14.9928 14.2503 13.2519 threshold=0.026551560498774003 0.99473056197166454 0.00017857718921725002 0.78322452306747448 0.99989646673202526 0.0013712961226701001 4.8650000000000011 6.1143434777477532e-06 5.4750000000000005 4.8650000000000011 5.285000000000001 5.8950000000000005 0.13270235061645502 0.51461192965507518 4.4150000000000009 8.3400000000000016 4.8950000000000005 0.35310102301790286 0.0089773964136838514 5.4450000000000012 9.0500000000000025 8.1200000000000028 7.6900000000000004 0.29963503649635043 8.615000000000002 6.0450000000000008 6.2350000000000012 4.745000000000001 0.35737937559129612 4.8950000000000005 decision_type=2 2 2 2 2 2 8 2 10 8 8 10 2 2 10 8 10 2 2 10 10 10 10 2 10 10 10 8 2 8 left_child=2 3 7 6 15 10 13 -1 18 14 -4 -9 19 -2 -5 -3 -11 23 27 -8 21 22 29 24 25 -18 -27 -7 -19 -14 right_child=1 4 5 9 -6 8 12 11 -10 16 -12 -13 20 -15 -16 -17 17 28 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0099482255106536476 -0.00043581645785047531 0.0072806559054234971 -0.0063375131124690336 0.0036973440726436654 0.01084425064938376 -0.0043683065930121157 0.00010507848645142343 -0.0085500882724377555 0.0012421126017438482 0.0078379837424847436 -0.0033702248861448405 -0.0051292503209192652 0.0069884000554280117 0.0017114011919160438 0.00010009858255120294 0.0099360523498030189 0.005945962603205031 -0.013149942919487857 -0.0016617672568238664 0.0030862303243482611 0.0080595072874387972 -0.0037608081447546406 0.012966985532574074 0.009866468134594384 0.011428702771076795 -0.010452300335121199 0.0034659246650640663 -0.0024003426767544881 0.0037661875103718514 0.0027381394302680405 leaf_weight=8564.5316146155819 2163.3039900325239 1467.8057457655668 1279.0004460318014 955.03823126852512 8682.1010785885155 797.91311310976744 686.90385613590479 3023.7353714480996 445.86567256227136 327.51302992552519 582.6568873571232 277.36712202895433 76.769461996853352 632.84775051474571 207.60849437117577 362.22936782613397 495.01939322054386 5.0196204781532279 985.961599515751 296.02526035904884 66.348440051078796 44.428447388112545 18.898962184786797 109.33268576860428 45.729458786547184 13.090964823961256 93.230896450579166 751.93613503500819 629.70531304180622 1650.8648788146675 leaf_count=491840 13587 11084 34986 5556 125331 11909 6486 121226 6416 3505 12984 12857 401 2946 902 5605 2279 22 11023 2233 282 199 85 482 230 65 520 13623 2859 9657 internal_value=0 0.00674666 -0.00771575 0.00234231 0.0103154 -0.00339527 0.00120565 -0.00947929 -0.00213808 0.00456585 -0.00540882 -0.00826266 0.00234321 5.01593e-05 0.003055 0.00780625 0.00558793 0.0050582 -0.00273241 0.0010029 0.00305254 0.00286705 0.00303565 0.00625463 0.00564435 0.00520448 0.00175223 -0.00341351 0.00363241 0.002927 internal_weight=0 19029.8 16709 8517.68 10512.1 4843.33 5636.39 11865.6 2981.68 2881.29 1861.66 3301.1 2840.24 2796.15 1162.65 1830.04 1718.64 1391.13 2535.81 982.929 1857.31 1790.96 1746.53 756.403 647.071 601.341 106.322 1549.85 634.725 1727.63 internal_count=911180 194316 716864 52296 142020 90941 35876 625923 42971 16420 47970 134083 19343 16533 6458 16689 9962 6457 36555 8719 10624 10342 10143 3576 3094 2864 585 25532 2881 10058 is_linear=0 shrinkage=0.01 Tree=310 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 9 10 9 9 9 9 10 4 5 10 9 5 9 1 3 10 4 9 1 9 9 5 4 9 split_gain=18350.2 2982.21 1273.38 211.73 141.054 121.388 72.5354 68.3056 58.8706 43.7496 35.0446 29.7246 26.4456 23.6213 22.8523 22.1265 20.8327 20.7652 18.6863 22.8615 18.2663 18.0087 17.8538 20.0365 19.6685 15.744 15.6924 16.7939 15.3448 21.0428 threshold=0.026551560498774003 0.99473056197166454 0.00017857718921725002 0.78322452306747448 0.99989646673202526 0.0013712961226701001 4.8650000000000011 6.1143434777477532e-06 5.4750000000000005 4.8650000000000011 5.285000000000001 5.8950000000000005 0.18897357583045957 2.5000000000000004 13.500000000000002 0.51461192965507518 2.9750000000000005 401.50000000000006 4.8950000000000005 0.35310102301790286 42.000000000000007 0.0089773964136838514 1.5000000000000002 8.3400000000000016 0.39938650306748474 4.4150000000000009 5.2950000000000008 786.50000000000011 1.5000000000000002 7.0450000000000008 decision_type=2 2 2 2 2 2 8 2 10 8 8 10 2 10 2 2 10 2 10 2 8 2 10 8 2 10 10 2 8 10 left_child=2 3 7 6 16 10 15 -1 20 13 -4 -9 -8 25 -10 -2 -3 18 -11 -20 21 -7 -16 -24 -25 -5 -18 -28 29 -14 right_child=1 4 5 9 -6 8 12 11 14 17 -12 -13 28 -15 22 -17 26 -19 19 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31 leaf_value=-0.0099431092828416879 -0.00043153130418544189 0.0092704116779946961 -0.0063099623640481299 0.0038849087571482862 0.010831356002798023 -0.003403410804417261 0.0012226276354683624 -0.0085319936964912985 -0.00082453919082195318 0.0078230389230286249 -0.0033457271664109555 -0.0051027652901802761 0.0034286878822260432 -0.0034754769416699052 0.0058359602036284087 0.0016943883766670081 0.0056724339198610087 -0.0040079089631564367 0.0063352726777706871 0.0037387418705828348 0.034610442723670219 -0.0016726712018512496 -0.0019826510237074429 -0.0056042065861040555 0.03557148344490569 0.0007279538167866427 0.0080867821052726593 -0.014493712112581944 0.0016766160456871647 0.0087382570682829602 leaf_weight=8483.6543096890673 2162.9398622177541 612.31055594980717 1271.7753216037527 917.04683550447226 8605.8946086876094 1545.2159610837698 1240.9825365506113 2999.9658452179283 244.79747552797198 325.23900770395994 581.0619600629434 276.0254295822233 1038.2937078028917 53.28088416904211 133.97030908800662 632.81014493107796 509.86741880327463 22.471300691366196 746.81367150694132 621.1069071367383 1.3107352852821339 984.0727171767503 62.700307980179787 1.9304704777896393 2.9069854281842709 190.84705270826817 695.28808291256428 3.3093824982643119 482.33740539476275 80.423781305551529 leaf_count=491840 13587 8810 34986 5380 125331 25529 10509 121226 3119 3502 12984 12857 5548 255 1879 2946 3013 108 3536 2816 7 11019 1357 34 27 823 4852 14 2943 343 internal_value=0 0.00671066 -0.00769398 0.00231974 0.0102964 -0.00337085 0.0011933 -0.00946951 -0.00212012 0.00452728 -0.00538036 -0.00824306 0.0023183 0.00302831 0.00122847 4.96646e-05 0.0077677 0.00554182 0.00566856 0.00515631 -0.00271069 -0.00273003 0.00372253 -0.000469749 0.0191396 0.00334109 0.0070063 0.00797981 0.00316756 0.00381039 internal_weight=0 18941.3 16589.4 8514.59 10426.7 4829.74 5637.79 11759.6 2976.9 2876.81 1852.84 3275.99 2842.04 1161.17 446.306 2795.75 1820.78 1715.63 1693.16 1367.92 2530.6 2529.29 201.508 67.5378 4.83746 1107.89 1208.46 698.597 1601.05 1118.72 internal_count=911180 194316 716864 52296 142020 90941 35876 625923 42971 16420 47970 134083 19343 6458 6416 16533 16689 9962 9854 6352 36555 36548 3297 1418 61 6203 7879 4866 8834 5891 is_linear=0 shrinkage=0.01 Tree=311 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 9 10 9 9 9 9 10 5 10 9 9 9 1 10 9 9 9 1 9 5 1 5 9 9 split_gain=18095 2973.11 1273.57 208.26 142.528 120.176 71.0282 68.9162 57.8539 43.0274 34.8423 29.7174 26.0018 22.3269 21.7952 21.3654 21.0989 20.5558 23.0128 17.996 17.9615 17.4129 17.438 17.0618 20.5229 16.5192 16.3117 17.9281 16.3358 15.6043 threshold=0.026551560498774003 0.99473056197166454 0.00017857718921725002 0.78322452306747448 0.99989646673202526 0.0013712961226701001 4.8650000000000011 6.1143434777477532e-06 5.4750000000000005 4.8650000000000011 5.285000000000001 5.8950000000000005 0.13270235061645502 13.500000000000002 0.2688089013099671 4.4150000000000009 2.9750000000000005 4.8950000000000005 0.35310102301790286 0.0089773964136838514 5.4450000000000012 5.8550000000000013 5.8750000000000009 0.72245564892623726 9.0500000000000025 222.50000000000003 0.29963503649635043 45.500000000000007 8.615000000000002 5.2950000000000008 decision_type=2 2 2 2 2 2 8 2 10 8 8 10 2 2 2 10 10 10 2 2 10 10 10 2 10 2 2 2 10 10 left_child=2 3 7 6 16 10 14 -1 19 15 -4 -9 20 -10 25 -5 -3 -11 26 -7 -8 -15 -23 24 -14 -2 28 -28 -19 -18 right_child=1 4 5 9 -6 8 12 11 13 17 -12 -13 23 21 -16 -17 29 18 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0099379895827001272 -0.00092398266097556189 0.0092491028990859328 -0.0062823995253789046 0.0036358114832042076 0.010818557847318291 -0.0033634044818219105 9.1740049535555168e-05 -0.0085138373074955583 -0.00081682162673184331 0.0077643713115403317 -0.0033213460881241753 -0.0050762960836144488 0.0031097256921426759 -0.0010232583670247537 0.0010374940007562233 9.5215566126497951e-05 0.0056317440459689172 0.0051048737082882104 0.0035632894191958671 -0.0016323484225344732 0.0030354784556576786 0.037847609765426012 0.0051380401028059365 0.00031006495570052325 0.0089317132258593668 0.0050278299769909883 0.011295792366433789 -0.00072376157872287492 0.011323556611392631 0.0079367705850062215 leaf_weight=8403.545890645124 1506.3772760406137 607.60762276500463 1264.6174212098122 952.05538279563189 8530.293335288763 1541.6702068783343 687.33236828073859 2976.417992496863 244.64008162543178 324.05520311743021 579.48205964174122 274.69673725124449 1585.7728351317346 56.738348389044404 1240.851987414062 207.59846630692482 508.42301578074694 599.64565014094114 634.20264419913292 983.79213194735348 296.76733031868935 1.6485445629805315 143.68363706022501 210.70807459577918 62.95104056596756 48.122333243489265 94.854645311832428 14.277507930994032 45.4432417973876 695.37869258970022 leaf_count=491840 10055 8810 34986 5556 125331 25532 6486 121226 3119 3505 12984 12857 9165 1328 5990 902 3013 2864 2881 11023 2233 31 1938 1191 268 488 419 63 230 4866 internal_value=0 0.006675 -0.00767215 0.00229753 0.0102776 -0.00334655 0.00118113 -0.00945969 -0.0021023 0.00448935 -0.00535193 -0.00822339 0.00229391 0.00121502 4.91748e-05 0.00300198 0.00773 0.00549657 0.00496726 -0.00268907 0.00097946 0.00367489 0.00550907 0.00298958 0.00333202 -0.000739734 0.00614783 0.0097233 0.00554295 0.00696325 internal_weight=0 18852.7 16470.9 8511.02 10341.7 4816.27 5638.88 11654.7 2972.17 2872.13 1844.1 3251.11 2843.53 446.711 2795.35 1159.65 1811.41 1712.48 1388.42 2525.46 984.1 202.071 145.332 1859.43 1648.72 1554.5 754.221 109.132 645.089 1203.8 internal_count=911180 194316 716864 52296 142020 90941 35876 625923 42971 16420 47970 134083 19343 6416 16533 6458 16689 9962 6457 36555 8719 3297 1969 10624 9433 10543 3576 482 3094 7879 is_linear=0 shrinkage=0.01 Tree=312 num_leaves=31 num_cat=0 split_feature=4 0 2 2 2 1 1 2 1 2 1 1 1 4 0 2 1 4 4 1 1 2 4 4 4 4 4 4 1 1 split_gain=478.51 308.419 294.284 225.095 149.284 124.388 76.8002 64.2609 64.1397 54.6812 80.5484 67.1541 106.535 91.8297 45.5209 38.8003 68.1372 75.8654 67.1992 37.2616 31.1168 40.0288 27.9446 25.7345 23.8748 22.5121 53.4434 31.4486 36.5315 24.8087 threshold=2.5000000000000004 1.0000000180025095e-35 0.25108695652173912 1.0000000180025095e-35 0.97385509227614497 0.49184758529020828 0.5265987549518959 0.41202270381836947 0.75110619469026563 0.31281565656565663 0.68438714235252573 0.49184758529020828 0.50144508670520238 1.5000000000000002 1.0000000180025095e-35 0.92342186961021067 0.091372912801484213 1.5000000000000002 1.5000000000000002 0.98936170212765973 0.65858556175923211 0.33248299319727892 5.5000000000000009 1.5000000000000002 1.5000000000000002 11.500000000000002 5.5000000000000009 3.5000000000000004 0.22756041426927498 0.22271825396825398 decision_type=10 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 10 8 2 2 2 10 10 8 10 10 10 2 2 left_child=1 2 8 22 9 -3 -7 -8 23 -4 11 15 13 -13 25 16 18 -18 -11 -10 -14 -22 -2 -1 -23 26 27 -5 29 -29 right_child=3 5 4 14 -6 6 7 -9 19 10 -12 12 20 -15 -16 -17 17 -19 -20 -21 21 24 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0038954007120046504 -0.00013245664252879022 0.00093497005943144699 -0.0041950732130198766 -0.0038321401193360783 0.0020712964567753418 0.0045140695433188724 0.0023364731422029169 -0.0042084276559133504 -0.00080705959770970481 -0.0027842368962767016 0.020571068236535092 -0.00013608053270280839 -0.0014974645957490107 0.0044990081697513905 -0.00094030393495336264 -0.003805080064262657 -0.0009172929737698549 -0.0029832122961713811 0.0080774518942186499 0.0019509469064754375 -0.0054700992546299733 -0.0001012823767600196 0.0040804126893235248 0.00072446236117187327 0.003592346383000935 -0.0092486178184212325 0.00018816386912587032 -0.0036029453984583511 -0.0069659182763045138 0.014537724441902109 leaf_weight=1750.398272533901 292.15478396043181 4963.662927236408 538.9155310895294 1217.6472018165514 1674.4018706865609 2261.5963421035558 1427.2585129775107 167.63714818190783 768.53260928299278 91.855675336904824 17.361755464226007 938.15939499717206 2969.6055388441309 785.15293827001005 345.19194865226746 655.13373455032706 7250.2580096554011 2354.8699904186651 149.93479266576469 1350.9421033766121 92.373313036747277 396.73613741528243 341.48438782244921 299.77436639089137 313.10856432560831 108.55939777940512 214.62723570782691 332.53310560435057 1041.3636812260374 7.7135796705260864 leaf_count=25999 5057 88096 18237 55767 27949 34280 26059 6397 20571 2734 268 20720 91347 16450 7958 29634 208566 89198 4187 16358 3649 9931 4915 4795 6322 9426 5285 13797 57021 207 internal_value=0 0.000397811 -0.000225936 -0.0033168 -0.000774169 0.00198173 0.003329 0.00164855 0.0021707 -0.00106199 -0.000956558 -0.000979922 -8.42225e-05 0.0019757 -0.00437455 -0.00144859 -0.00129181 -0.00142379 0.00395112 0.000950879 -0.00102538 0.000722149 0.00213797 0.00343175 0.00152796 -0.00478019 -0.0046078 -0.00500382 -0.00603645 -0.00319169 internal_weight=0 31217.7 22397.5 3901.28 18227.9 8820.15 3856.49 1594.9 4169.65 16553.5 16014.5 15997.2 5495.14 1723.31 3267.64 10502.1 9846.92 9605.13 241.79 2119.47 3771.82 802.218 633.639 2050.17 709.845 2922.44 2813.88 2599.26 1381.61 340.247 internal_count=911180 751747 596915 159433 529192 154832 66736 32456 67723 501243 483006 482738 148419 37170 149461 334319 304685 297764 6921 36929 111249 19902 9972 30794 16253 141503 132077 126792 71025 14004 is_linear=0 shrinkage=0.01 Tree=313 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 9 10 9 9 9 9 10 10 9 9 9 1 3 10 1 9 9 9 9 9 9 9 9 9 split_gain=17820.2 2963.23 1272.93 204.865 143.973 118.861 69.7493 69.5285 57.1332 42.4534 34.6613 29.7815 25.4378 21.4181 21.3099 20.9166 20.4869 22.6051 17.8452 17.5122 16.1714 16.1898 15.5282 14.9824 21.9007 14.8418 14.5897 16.3302 15.9778 14.8779 threshold=0.026551560498774003 0.99473056197166454 0.00017857718921725002 0.78322452306747448 0.99989646673202526 0.0013712961226701001 4.8650000000000011 6.1143434777477532e-06 5.4750000000000005 4.8650000000000011 5.285000000000001 5.8950000000000005 0.18897357583045957 0.51461192965507518 2.9750000000000005 4.4150000000000009 4.8950000000000005 0.35310102301790286 42.000000000000007 0.0089773964136838514 0.29963503649635043 8.615000000000002 5.2950000000000008 6.0450000000000008 6.2350000000000012 4.745000000000001 9.0500000000000025 8.1200000000000028 7.6900000000000004 4.8950000000000005 decision_type=2 2 2 2 2 2 8 2 10 8 8 10 2 2 10 10 10 2 8 2 2 10 10 10 10 8 10 10 10 8 left_child=2 3 7 6 14 10 13 -1 18 15 -4 -9 -8 -2 -3 -5 -11 20 19 25 21 23 -16 -18 -25 -7 27 28 29 -14 right_child=1 4 5 9 -6 8 12 11 -10 16 -12 -13 26 -15 22 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0099326579277349211 -0.00042865891542919122 0.0092262539047382151 -0.0062543197160292519 0.0036001296493482953 0.010805986247221597 -0.0043093184609003425 0.0011954290158174147 -0.0084950474504706351 0.0012111964137124817 0.007724388466059621 -0.0032949744456484825 -0.0050428535029289553 0.0075731612217965361 0.0016635480972017787 0.0055908298827175972 9.5649502397553672e-05 0.0057901574165685945 0.0035330051803727602 0.034155371645856317 -0.0016449217029219302 0.0096586918677705504 0.011261112104775158 0.0078947762416722283 -0.010474068803581694 0.0033511217282532896 -0.0023431478170863511 0.0081060773291880134 -0.0032799864943469847 0.012711443302239906 0.002762445231900541 leaf_weight=8313.7619610317051 2161.6967775374651 602.37742184847593 1257.1813850775361 949.99263750016689 8446.5376540273428 790.68870894610882 1242.0475085861981 2951.5451834220439 446.74933171272278 322.03512089326978 577.62425807584077 273.00870214216411 67.335366122424603 632.45012169331312 506.7819159924984 207.51413623988628 492.80813537538052 633.79758232831955 1.3153004497289646 981.77451330982149 108.96955345571041 45.242630690336227 691.96320924907923 13.073932185769079 92.713676385581493 746.2867962513119 56.224582329392433 41.34292496740818 17.066281482577324 1419.9779193177819 leaf_count=491840 13587 8810 34986 5556 125331 11908 10509 121226 6416 3505 12984 12857 330 2946 3013 902 2279 2881 7 11019 482 230 4866 65 520 13621 236 184 75 8009 internal_value=0 0.00663733 -0.00764868 0.00227365 0.0102586 -0.003322 0.00116703 -0.00944921 -0.0020847 0.00445052 -0.00532267 -0.00820277 0.00226949 4.49084e-05 0.00769182 0.00297186 0.00545224 0.00492454 -0.00266898 -0.00268821 0.00609608 0.00549311 0.00692076 0.00505716 0.00164251 -0.00335463 0.00310225 0.00292024 0.00309064 0.00298024 internal_weight=0 18751.9 16339.9 8504.29 10247.7 4801.62 5638.14 11538.3 2966.81 2866.15 1834.81 3224.55 2843.99 2794.15 1801.12 1157.51 1708.64 1386.61 2520.07 2518.75 752.808 643.838 1198.75 598.596 105.788 1536.98 1601.95 1545.72 1504.38 1487.31 internal_count=911180 194316 716864 52296 142020 90941 35876 625923 42971 16420 47970 134083 19343 16533 16689 6458 9962 6457 36555 36548 3576 3094 7879 2864 585 25529 8834 8598 8414 8339 is_linear=0 shrinkage=0.01 Tree=314 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 9 9 9 9 9 10 4 5 9 10 9 1 9 10 4 9 4 9 2 5 1 5 9 split_gain=17571.6 2953.97 1272.97 201.471 145.461 117.658 70.1411 68.2954 56.1483 41.7428 34.4561 29.7719 25.0003 22.937 21.906 21.5726 21.0815 20.5138 22.2603 17.6651 17.5741 17.305 27.0662 17.0671 19.2967 18.5203 16.247 15.857 17.6786 16.0124 threshold=0.026551560498774003 0.99473056197166454 0.00017857718921725002 0.78322452306747448 0.99989646673202526 0.0013712961226701001 6.1143434777477532e-06 4.8650000000000011 5.4750000000000005 4.8650000000000011 5.285000000000001 5.8950000000000005 0.13270235061645502 2.5000000000000004 13.500000000000002 2.9750000000000005 0.2688089013099671 4.8950000000000005 0.35310102301790286 5.4450000000000012 0.0070173616986721008 2.5000000000000004 7.0450000000000008 1.5000000000000002 8.3400000000000016 0.62542517006802734 222.50000000000003 0.29963503649635043 45.500000000000007 8.615000000000002 decision_type=2 2 2 2 2 2 2 8 10 8 8 10 2 10 2 10 2 10 2 10 2 8 10 10 8 2 2 2 2 10 left_child=2 3 6 7 15 10 -1 16 20 13 -4 -8 19 -5 -10 -3 26 -11 27 -9 -7 22 -14 -16 -25 -26 -2 29 -29 -19 right_child=1 4 5 9 -6 8 11 12 14 17 -12 -13 21 -15 23 -17 -18 18 -20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31 leaf_value=-0.0099275253012410126 -0.00091482967231769005 0.0092049399696399487 -0.0062267300536415814 0.0032552655150852386 0.010793374000297933 -0.003432664375651733 -0.0084767576666920069 7.6397999820089602e-05 -0.00081635395407533644 0.00768769305103851 -0.0032708346067333773 -0.0050164220795104672 0.0029549608397444454 -0.0034657742730899695 0.0056820409262209014 0.0068778399751959164 0.0010166076955770169 0.0050126618548124507 0.0034989560052568597 0.0029937954936478163 -0.0017574951256956995 0.00035524697965951939 0.008256079031035389 -0.0019721791579301162 0.034213857744300802 -0.0055820374208748616 0.0049811474130998868 0.011140488457576425 -0.00079035268026610411 0.011194574043469041 leaf_weight=8235.2728920020163 1505.1754861138761 597.75767324119806 1250.1595348706469 1102.8426219820976 8372.2159626148641 1336.4535469543189 2928.4502781704068 687.52800504490733 244.5945774577558 320.34505304321647 576.07624213956296 271.70924319047481 1528.6693963482976 53.227316431701183 135.0682788733393 1194.1870538406074 1240.3405639454722 597.87499725073576 633.56672967970371 297.30085983127356 1178.5151661857963 229.32760686054826 102.79109053313732 62.608470460399985 2.9844242110848418 1.9229009151458738 48.234823603183031 94.545641027390957 14.297733232378958 45.057357981801033 leaf_count=491840 10055 8810 34986 6203 125331 22701 121226 6486 3119 3505 12984 12857 8645 255 1879 7879 5990 2864 2881 2233 13854 1529 450 1357 27 34 488 419 63 230 internal_value=0 0.00660171 -0.00762672 0.00225176 0.0102399 -0.00329794 -0.00943932 0.00115511 -0.00206713 0.00441283 -0.00529431 -0.00818296 0.00224551 0.00294582 0.00119793 0.00765411 4.44654e-05 0.00540712 0.00487977 0.000957104 -0.00264768 0.0029274 0.00328896 0.00362992 -0.000475447 0.0186201 -0.000731754 0.00604346 0.00957325 0.0054459 internal_weight=0 18665.3 16223.8 8501.13 10164.2 4788.38 11435.4 5639.37 2962.15 2861.76 1826.24 3200.16 2845.62 1156.07 447.179 1791.94 2793.75 1705.69 1385.34 984.829 2514.97 1860.79 1631.46 202.584 67.5158 4.90733 1553.41 751.776 108.843 642.932 internal_count=911180 194316 716864 52296 142020 90941 625923 35876 42971 16420 47970 134083 19343 6458 6416 16689 16533 9962 6457 8719 36555 10624 9095 3297 1418 61 10543 3576 482 3094 is_linear=0 shrinkage=0.01 Tree=315 num_leaves=31 num_cat=0 split_feature=5 4 4 1 2 5 1 4 1 1 1 0 3 4 0 3 1 1 2 5 5 5 4 1 2 1 2 0 4 3 split_gain=1005.72 191.66 149.982 136.287 140.481 109.113 90.368 84.9881 83.0041 77.562 72.8777 63.8864 70.1586 51.4152 50.3269 49.688 42.9075 49.6785 41.9571 41.5534 33.8417 33.4643 31.8815 32.7506 37.4494 31.8067 43.6505 39.4448 31.493 46.39 threshold=3.5000000000000004 1.5000000000000002 2.5000000000000004 0.48581488933601619 0.48492424242424242 51.500000000000007 0.65858556175923211 5.5000000000000009 0.13363095238095238 0.028778467908902653 0.98936170212765973 1.0000000180025095e-35 25.500000000000004 2.5000000000000004 1.0000000180025095e-35 29.500000000000004 0.23271742593182543 0.24494897959183673 0.92890109890109895 1.0000000180025095e-35 273.50000000000006 353.50000000000006 3.5000000000000004 0.43597197376267149 0.68199436222692045 0.79193722943722955 0.35319472616632858 1.0000000180025095e-35 1.5000000000000002 24.500000000000004 decision_type=2 10 10 2 2 2 2 8 2 2 2 2 8 10 2 8 2 2 2 2 2 2 10 2 2 2 2 2 8 10 left_child=2 9 3 8 6 10 -5 22 11 20 14 28 -13 -7 -3 -8 -10 -18 21 -19 -2 25 23 24 -4 26 -11 -28 29 -1 right_child=1 5 7 4 -6 13 15 -9 16 18 -12 12 -14 -15 -16 -17 17 19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0017991633881961103 0.0020274291892089947 -0.0032063857217438686 0.0033897942907519232 -0.00056223839687670907 0.0041726614634731186 -0.0040166210868122759 0.0008018878895048214 0.0029624678769309188 -0.002535694822603018 -0.0038163193778098774 0.0042609982015940854 -0.0025726388302525255 0.0013748182662923103 -0.0071501670592335337 0.0015469412246676463 0.0031996127580324776 0.0060297335232139876 0.00058128098363006942 -0.0044832470157957693 -0.0020918992266005438 -0.007159715014313903 -0.0041814249146355179 -0.0042223312363159991 -0.0040463113287026288 -0.003264800686627563 0.00073585748109252175 -0.00138134627496511 0.0015954536016022296 0.0049220605635713057 0.0028490109333457157 leaf_weight=246.64967400860041 845.9289201721549 2243.9800730925053 221.48162163235247 1449.195361324586 3393.8069528052583 1228.904671815224 1321.0905669145286 331.06461041327566 660.49181269109249 683.28147989884019 158.38689207471907 534.46231397334486 2857.2394303251058 912.37979303393513 247.28997637890279 2499.4648829512298 142.2625725325197 2666.8683682149276 450.26220590434968 743.64977725688368 42.090055125765502 396.81805067043751 669.63839064072818 220.95625704340637 136.80098727811128 762.36512439884245 5909.2422431437299 481.39635244570673 572.41238505672663 1658.2913806727156 leaf_count=6689 14213 92355 4436 35240 54802 60243 21871 4976 17331 25926 2419 15198 45679 65638 5504 41052 2327 53768 22974 18969 1461 17347 19811 7433 3490 14962 191486 10571 10058 22951 internal_value=0 -0.00204026 0.00141669 0.00166607 0.0025859 -0.00367305 0.001564 -0.00154219 0.000875685 -0.00122297 -0.00231639 0.00164445 0.00075278 -0.00535179 -0.00273456 0.00237052 -0.000195202 0.000239915 -0.00151084 -1.59522e-06 0.00159198 -0.00134828 -0.00273633 -0.00101842 0.000848909 -0.00120482 -0.00141397 -0.00115711 0.00286523 0.00224717 internal_weight=0 14362.3 20325.8 18745.9 8663.56 4790.94 5269.75 1579.94 10082.3 9571.38 2649.66 5869.06 3391.7 2141.28 2491.27 3820.56 4213.27 3552.78 8683.37 3410.52 888.019 8233.1 1248.88 579.239 358.283 7836.29 7073.92 6390.64 2477.35 1904.94 internal_count=911180 525099 386081 345935 152965 226159 98163 40146 192970 298940 100278 100575 60877 125881 97859 62923 92395 75064 283266 72737 15674 260292 35170 15359 7926 242945 227983 202057 39698 29640 is_linear=0 shrinkage=0.01 Tree=316 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 10 10 1 5 10 1 3 5 0 1 0 1 3 5 10 5 1 1 0 10 1 split_gain=17301.4 2943.56 1271.93 198.238 146.957 116.35 70.7386 40.4814 19.9329 19.7745 13.1608 11.1606 11.9549 11.1235 10.9463 15.9174 11.398 11.3423 10.8725 10.1956 27.0466 12.464 10.9773 12.1611 10.7005 15.3772 9.08512 17.8206 9.06154 8.63687 threshold=0.026551560498774003 0.99473056197166454 0.00017857718921725002 0.78322452306747448 0.9999486804008485 0.0013712961226701001 6.1143434777477532e-06 0.3781151175498963 0.0043998162727802515 0.94052824378013633 0.99894970655441295 0.39593646864686471 1.0000000180025095e-35 3.4846319977077662e-05 0.53873431533006011 23.500000000000004 455.50000000000006 1.0000000180025095e-35 0.16252188240140047 1.0000000180025095e-35 0.13712060166532367 29.500000000000004 1.0000000180025095e-35 0.13270235061645502 2.5000000000000004 0.13079116179615108 0.15018796992481201 1.0000000180025095e-35 0.049213243648409809 0.51363749070171105 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 8 2 2 2 2 2 2 2 2 left_child=2 3 6 7 10 18 -1 19 -7 26 -3 12 -10 -8 15 -11 -17 -16 -4 20 24 -21 -23 -24 25 28 27 -5 -2 -9 right_child=1 4 5 9 -6 8 13 29 11 14 -12 -13 -14 -15 17 16 -18 -19 -20 21 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0099221062082368826 -0.0021554741509454537 0.0067966057518342865 -0.0039237150520839851 0.0064678476474723948 0.010827523168622493 -0.0031088587213930702 -0.0087135027113378113 0.002692525573480696 -0.0019734095192983324 0.0085438804578898617 0.0084522036042727761 -0.0022253980041341648 0.00028256692622886107 -0.0075265164852892806 0.0030490888305030779 0.0052729919456193054 -0.0054050876569656471 0.0072996004506654475 -0.0057113868172379871 -0.0019194782564820963 0.00027268070920824966 -0.00070199384064949396 1.0011400028139744e-05 0.0039027008732873849 0.0040798988711584208 0.017184244412016592 0.0028931489298248021 0.0021564679404176769 0.001972391763677929 0.0011862204097216589 leaf_weight=8145.6327325841412 65.085828728973866 779.79926452413201 453.28322281781584 235.4653157889843 8041.6233738772571 1110.6112355515361 1700.0151283890009 1452.605858720839 406.24544107913971 162.47300737723708 1249.497105114162 883.14805737510324 556.913883080706 1474.0589759666473 362.25145045667887 959.25658512488008 10.101621776819227 75.940053131431341 1363.8927781907842 330.96484984084964 1979.761111844331 389.42831685766578 175.4420612603426 147.92135783284903 284.45903174951673 6.1356443390250197 888.61119150370359 161.71549017727375 290.72910101339221 515.82564476132393 leaf_count=491840 427 6552 10045 1145 122164 19960 78786 7156 4003 924 13304 11311 7697 55297 2282 6009 45 566 37925 1874 16504 2076 1109 736 1834 53 4509 940 1449 2658 internal_value=0 0.00656379 -0.00760294 0.00222807 0.0102207 -0.00327406 -0.00942864 0.00114084 -0.00205025 0.00437463 0.00781601 -0.00141346 -0.000668968 -0.00816226 0.00512768 0.00564722 0.00516172 0.00378572 -0.00526546 0.000520277 0.000852566 -0.000315789 0.000428839 0.00179071 0.00262858 0.00148799 0.00345513 0.00471243 0.00121732 0.0022978 internal_weight=0 18565.1 16093.8 8494.17 10070.9 4774.09 11319.7 5638.36 2956.92 2855.81 2029.3 1846.31 963.159 3174.07 1570.02 1131.83 969.358 438.192 1817.18 3669.93 2626.17 1043.76 712.792 323.363 646.41 361.951 1285.79 397.181 355.815 1968.43 internal_count=911180 194316 716864 52296 142020 90941 625923 35876 42971 16420 19856 23011 11700 134083 9826 6978 6054 2848 47970 26062 20267 5795 3921 1845 3763 1929 6594 2085 1876 9814 is_linear=0 shrinkage=0.01 Tree=317 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 9 9 9 9 9 9 10 4 9 1 10 9 10 1 9 9 1 9 4 4 9 0 9 split_gain=17059.3 2933.88 1271.91 194.919 148.591 115.147 71.345 67.0522 55.501 41.2018 34.4885 30.0746 24.34 24.181 22.325 20.6431 21.7421 20.4181 17.3377 17.1677 16.8329 19.5916 16.3352 15.654 15.8539 15.346 15.0707 26.7383 19.9058 20.884 threshold=0.026551560498774003 0.99473056197166454 0.00017857718921725002 0.78322452306747448 0.9999486804008485 0.0013712961226701001 6.1143434777477532e-06 4.8650000000000011 5.4750000000000005 4.8650000000000011 5.285000000000001 5.8950000000000005 2.9750000000000005 0.13270235061645502 2.5000000000000004 4.8950000000000005 0.35310102301790286 0.51461192965507518 5.4450000000000012 0.0070173616986721008 0.72245564892623726 9.0500000000000025 5.2950000000000008 0.29963503649635043 8.615000000000002 2.5000000000000004 2.5000000000000004 7.035000000000001 1.0000000180025095e-35 4.9750000000000005 decision_type=2 2 2 2 2 2 2 8 10 8 8 10 10 2 10 10 2 2 10 2 2 10 10 2 10 10 8 10 2 10 left_child=2 3 6 7 12 10 -1 17 19 14 -4 -8 -3 18 -5 -11 23 -2 -9 -7 21 26 -14 24 -17 -24 28 -28 -15 -30 right_child=1 4 5 9 -6 8 11 13 -10 15 -12 -13 22 20 -16 16 -18 -19 -20 -21 -22 -23 25 -25 -26 -27 27 -29 29 -31 leaf_value=-0.009916958118585938 -0.00043399243394563443 0.0092729315579066236 -0.0061756502709548805 0.0031837409044974635 0.010815636048519879 -0.0033898717213800447 -0.0084402645552108038 6.9476952301590798e-05 0.0012153356391060696 0.0076269325476872188 -0.0032058373265190163 -0.004937198168661343 0.0056707174759737522 0.0040841526000230197 -0.0034494281450617925 0.0049256451368195073 0.0034340495547284028 0.0016094349888254734 0.0029583190483462064 -0.0017313272073129716 0.00021730406997104993 0.0086937196545216356 0.0086019782127445526 0.0094637105783525726 0.011097374832351339 0.0049079680128550282 0.0020797605702799742 -0.0077389558029473541 0.004247376695574471 -0.00061188006307760941 leaf_weight=8068.7478834632784 2160.9504660330713 707.70226266607642 1237.0875183586031 1099.0440804734826 7970.3144092038274 1330.0367417279631 2882.2655980829149 687.48288673907518 446.48096011392772 317.38322613015771 571.76791999023408 267.85231447871774 555.91806152462959 1024.8572295159101 53.195788398385048 595.96122615784407 632.77465134114027 631.99508824944496 297.72053796425462 1175.8736704364419 210.57824039086699 62.887264475226402 617.65503602474928 108.52407895028591 44.747071400284767 137.49420473724604 163.22222300991416 33.412179328501225 149.27221848070621 217.0484431758523 leaf_count=491840 13587 10849 34986 6203 122164 22701 121226 6486 6416 3505 12984 12857 3466 5892 255 2864 2881 2946 2233 13854 1191 268 4340 482 230 1201 1198 155 924 996 internal_value=0 0.00652826 -0.00758077 0.00220661 0.0102018 -0.00325013 -0.00941868 0.00112921 -0.00203288 0.00433728 -0.00523691 -0.0081424 0.0077784 0.00220931 0.00287751 0.00532706 0.00479888 2.83997e-05 0.000942462 -0.00261162 0.00287988 0.00321954 0.00697167 0.00595157 0.00535668 0.00792939 0.00300273 0.000411361 0.003369 0.00136822 internal_weight=0 18480.1 15980.1 8491.06 9989.08 4761.25 11218.9 5639.43 2952.39 2851.63 1808.86 3150.12 2018.77 2846.48 1152.24 1699.39 1382.01 2792.95 985.203 2505.91 1861.28 1650.7 1311.07 749.232 640.708 755.149 1587.81 196.634 1391.18 366.321 internal_count=911180 194316 716864 52296 142020 90941 625923 35876 42971 16420 47970 134083 19856 19343 6458 9962 6457 16533 8719 36555 10624 9433 9007 3576 3094 5541 9165 1353 7812 1920 is_linear=0 shrinkage=0.01 Tree=318 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 4 10 4 5 4 10 10 1 5 1 1 0 1 1 4 1 1 1 5 1 5 split_gain=16820.5 2924.29 1271.78 191.711 150.137 113.965 71.9603 33.0716 26.4981 19.6082 19.4683 19.2793 45.4148 12.2164 11.778 11.2865 10.9468 11.7001 10.8413 10.7307 17.0971 11.9786 10.9244 10.7338 17.7034 10.0024 11.6163 10.9839 19.0161 9.50519 threshold=0.026551560498774003 0.99473056197166454 0.00017857718921725002 0.65440738201141369 0.99989646673202526 0.0013712961226701001 6.1143434777477532e-06 0.94052824378013633 0.18897357583045957 2.5000000000000004 0.0043998162727802515 2.5000000000000004 109.50000000000001 3.5000000000000004 0.99998754262924205 3.4846319977077662e-05 0.39593646864686471 1.0000000180025095e-35 0.16252188240140047 0.35498944829665363 1.0000000180025095e-35 0.45244745943069969 0.35737937559129612 2.5000000000000004 0.63673020527859248 0.15018796992481201 0.045804195804195758 216.50000000000003 0.26344707923655292 361.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 8 2 8 2 10 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 left_child=2 3 6 8 11 18 -1 9 13 -5 -7 -3 -13 -2 -6 -8 17 -12 -4 29 22 -22 -21 -24 -25 26 -11 -27 -29 -9 right_child=1 4 5 7 14 10 15 19 -10 25 16 12 -14 -15 -16 -17 -18 -19 -20 20 21 -23 23 24 -26 27 -28 28 -30 -31 leaf_value=-0.0099118042299505809 0.0003664999115564171 0.007889007631755476 -0.0038638997091331273 0.0034364546639023327 0.0095485849461712166 -0.0030647549632151373 -0.0086822475068680637 0.0060389353269814858 0.0016575143537092558 0.00034470962942665203 -0.0019409944242423443 0.0057624424873035183 -0.014565926217508858 -0.0026546957216737437 0.010875871720221445 -0.0074775762771773892 -0.0021916272855029822 0.00029272252822252093 -0.0056564043861826886 -0.014346043976759681 -0.0034816402592453798 0.0076038127276062033 0.0039975523941738565 0.0041727187845157741 -0.0068818941164792129 -0.002330015295705274 0.0093471484196913212 0.024167173423125316 -0.0031667205876686872 -0.0039881359636862604 leaf_weight=7992.5955268843099 2367.5642697140574 1584.960197173059 449.75721124466509 1767.4263926893473 734.87705930694938 1105.4616645667702 1673.4409104716033 744.0490362085402 2451.4180853739381 43.362672306597233 405.2680402956903 166.91314001381397 11.764452472329138 141.85917199030519 7409.1314985565841 1452.9814963992685 880.72073780372739 556.48727403581142 1350.770654800348 3.4206658527255049 10.34045437723398 170.01363310590386 566.77499231696129 34.508882783353329 24.968204654753208 120.98499625176191 21.410601690411568 4.4018267989158613 6.0342547670006752 9.575607091188429 leaf_count=491840 17983 15248 10045 8903 9783 19960 78786 4508 13110 219 4003 1392 49 1488 115548 55297 11311 7697 37925 16 59 1403 3459 173 166 613 95 22 37 42 internal_value=0 0.00649286 -0.00755856 0.00218531 0.0101832 -0.00322635 -0.00940866 0.00396759 0.000918066 0.00310352 -0.00201561 0.00753796 0.00442399 0.00019571 0.0107561 -0.00812239 -0.00138614 -0.000648529 -0.00520865 0.00505268 0.00425363 0.00696824 0.0034761 0.00357345 -0.000467956 0.000104231 0.00332044 -0.00148093 0.00836242 0.00591153 internal_weight=0 18395.8 15867.5 8488.11 9907.65 4748.47 11119 3527.27 4960.84 1963.62 2947.94 1763.64 178.678 2509.42 8144.01 3126.42 1842.48 961.755 1800.53 1563.65 810.027 180.354 629.673 626.252 59.4771 196.194 64.7733 131.421 10.4361 753.625 internal_count=911180 194316 716864 52296 142020 90941 625923 19715 32581 9889 42971 16689 1441 19471 125331 134083 23011 11700 47970 9826 5276 1462 3814 3798 339 986 314 672 59 4550 is_linear=0 shrinkage=0.01 Tree=319 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 9 9 9 9 9 9 10 4 5 9 1 10 9 10 9 1 9 9 9 5 1 5 9 split_gain=16584.8 2914.36 1271.62 188.681 151.695 112.773 72.5686 65.6667 54.5074 40.5976 34.4655 30.2734 25.0849 23.2798 21.742 21.514 20.8197 21.2468 19.6995 16.9857 16.837 16.6321 16.4568 19.2363 16.3952 16.3857 19.7719 15.3476 17.365 15.7327 threshold=0.026551560498774003 0.99473056197166454 0.00017857718921725002 0.78322452306747448 0.9999486804008485 0.0013712961226701001 6.1143434777477532e-06 4.8650000000000011 5.4750000000000005 4.8650000000000011 5.285000000000001 5.8950000000000005 2.9750000000000005 0.13270235061645502 2.5000000000000004 13.500000000000002 4.8950000000000005 0.35310102301790286 0.51461192965507518 5.4450000000000012 0.0089773964136838514 5.8550000000000013 0.72245564892623726 9.0500000000000025 5.8750000000000009 5.2950000000000008 786.50000000000011 0.29963503649635043 45.500000000000007 8.615000000000002 decision_type=2 2 2 2 2 2 2 8 10 8 8 10 10 2 10 2 10 2 2 10 2 10 2 10 10 10 2 2 2 10 left_child=2 3 6 7 12 10 -1 18 20 14 -4 -8 -3 19 -5 -10 -11 27 -2 -9 -7 -17 23 -15 -23 -14 -27 29 -29 -18 right_child=1 4 5 9 -6 8 11 13 15 16 -12 -13 25 22 -16 21 17 -19 -20 -21 -22 24 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.0099066440364074266 -0.00043803599736287488 0.0092348750161295352 -0.0061245340220955459 0.0031168642775233693 0.010792185999991035 -0.003232204967568379 -0.0084039441979689624 6.6708295459495288e-05 -0.00078039188745113598 0.0075697178004923982 -0.0031439652949336004 -0.0048669660347687308 0.0055769734965874498 0.0029524749507808777 -0.0034318114548493647 -0.00097843842695052559 0.0048417872866275222 0.0033702679768117649 0.0015692968451785432 0.002924369266603668 -0.0015497734493039521 0.036253832481976216 0.00019871190506695149 0.0085918168987992871 0.0050481680193352396 0.0079598932761055924 -0.015834802866618126 0.010906036216083362 -0.00091252686517171594 0.011007635325484818 leaf_weight=7917.1690400103107 2161.0667033493519 697.41037502884865 1224.4743679650128 1095.8646584153175 7829.4577420577407 1519.9008805826306 2838.3701203335077 687.54773245379329 243.81307035684586 314.74482687935233 567.88836470525712 264.54380707535893 551.9243633300066 1589.425784535706 53.157335318624973 56.476646900177002 594.44078688323498 632.25174905359745 631.8342215269804 298.21685204282403 977.30218260735273 1.7035197187215079 210.57277249917388 62.880274280905724 144.29947130009532 744.65298261120915 3.5085634589195243 93.9599883928895 14.327924028038977 44.479052670300007 leaf_count=491840 13587 10849 34986 6203 122164 25532 121226 6486 3119 3505 12984 12857 3466 9165 255 1328 2864 2881 2946 2233 11023 31 1191 268 1938 5526 15 419 63 230 internal_value=0 0.00645767 -0.00753626 0.00216432 0.0101646 -0.00320265 -0.00939862 0.00110567 -0.00199849 0.00426489 -0.00518018 -0.00810239 0.00770483 0.00217395 0.0028139 0.00122045 0.00524896 0.00471944 1.60802e-05 0.000931218 -0.00257377 0.00362974 0.00283155 0.00316709 0.00541227 0.00688406 0.00784831 0.00586105 0.00934228 0.00527103 internal_weight=0 18311.7 15755.9 8484.77 9826.95 4735.86 11020.1 5641.54 2943.5 2843.23 1792.36 3102.91 1997.5 2848.64 1149.02 446.293 1694.2 1379.46 2792.9 985.765 2497.2 202.48 1862.88 1652.31 146.003 1300.09 748.162 747.208 108.288 638.92 internal_count=911180 194316 716864 52296 142020 90941 625923 35876 42971 16420 47970 134083 19856 19343 6458 6416 9962 6457 16533 8719 36555 3297 10624 9433 1969 9007 5541 3576 482 3094 is_linear=0 shrinkage=0.01 Tree=320 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 2 10 4 5 4 2 5 2 5 5 2 10 2 5 4 2 4 5 5 2 4 split_gain=16352.2 2905.59 1271.35 235.12 111.601 99.5474 73.1855 37.9095 31.6409 19.9842 17.4502 14.1529 12.5127 12.1881 13.2528 33.6638 19.1771 13.3554 12.0138 11.6405 11.4491 10.7526 10.7034 10.4396 10.7386 14.573 13.2479 13.4716 10.8029 9.74929 threshold=0.026551560498774003 0.99766892194747936 0.00017857718921725002 0.78322452306747448 0.0013712961226701001 0.99997490644454967 6.1143434777477532e-06 0.3781151175498963 0.97252115607261669 0.8577380952380953 0.0043998162727802515 3.5000000000000004 353.50000000000006 1.5000000000000002 0.87577160493827166 10.500000000000002 0.87439320388349528 15.500000000000002 956.50000000000011 0.84654631083202525 3.4846319977077662e-05 0.83939594356261027 164.50000000000003 1.5000000000000002 0.20112359550561798 7.5000000000000009 216.50000000000003 466.50000000000006 0.75937646507266776 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 10 2 10 2 2 2 2 2 2 2 2 2 8 2 8 2 2 2 8 left_child=2 3 6 7 21 18 -1 11 19 10 -6 -2 -10 14 15 16 -11 -16 29 23 -8 -4 -19 -5 -25 26 -26 28 -28 -3 right_child=1 5 4 8 9 -7 20 -9 12 13 -12 -13 -14 -15 17 -17 -18 22 -20 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31 leaf_value=-0.009901477083660213 0.00064528313479859532 0.0085149367881049449 -0.0054500675803399309 0.0038141375210497285 -0.003380509876001215 0.010823722543545187 -0.0086507757284956244 0.0022137899095544538 0.0057497599197099108 0.005115968734821068 -0.0016663033414309858 -0.0020562704331407787 -0.0020801921384160137 -0.0029323458280520256 -0.0010493092526623249 -0.00725761287312342 0.02971716457543001 0.004744144089966199 -0.0083213357043483253 0.0055036655212719523 -0.0074283430036624874 -0.0031301415722699466 -0.0049569043795345755 0.0049792238657568842 0.00090851741646537029 -0.016006304356182093 0.0065533621066298136 -0.0061873584723722806 0.021238145420479304 0.0061492802071790743 leaf_weight=7842.4617931954563 3467.9310325011611 1629.4306447394192 1554.9508734969422 1131.846768129617 957.21247316710651 7517.2523630931973 1647.3654717765749 1969.4183508306742 1346.2855310291052 5.7024980559945124 1564.3574000671506 205.40395164117217 20.723608292639256 103.43880023062229 194.01708689518273 8.0933349058032018 7.1310061439871788 86.054968709126115 4.379019893705844 281.69838332384825 1432.2961322329938 229.23886178992689 13.105312781408427 97.103914462029934 329.38127636164427 4.8373612463474265 14.879201382398611 5.3310869038105002 7.5524023026227942 195.0635732896626 leaf_count=491840 24095 17926 41719 6137 17531 118910 78786 9814 9589 114 20177 1967 98 1583 2113 147 91 1003 28 1427 55297 6251 212 521 1713 24 72 29 33 1933 internal_value=0 0.00642251 -0.00751392 0.00232715 -0.00317912 0.0103147 -0.00938852 0.00109438 0.00447437 -0.00198149 -0.00231703 0.000494219 0.00563106 4.48862e-05 0.00102533 0.00871363 0.0187858 0.000476542 0.00822231 0.00362999 -0.00808224 -0.005152 0.00346203 0.00329823 0.0020263 0.00123416 0.00146767 0.00810161 0.0114975 0.00826202 internal_weight=0 18228.5 15645.4 8882.39 4723.3 9346.13 10922.1 5642.75 3239.64 2939.11 2521.57 3673.33 1367.01 417.543 314.104 20.9268 12.8335 293.177 1828.87 1872.63 3079.66 1784.19 99.1603 1590.93 459.085 361.981 357.144 27.7627 22.4316 1824.49 internal_count=911180 194316 716864 55519 90941 138797 625923 35876 19643 42971 37708 26062 9687 5263 3680 352 205 3328 19887 9956 134083 47970 1215 8529 2392 1871 1847 134 105 19859 is_linear=0 shrinkage=0.01 Tree=321 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 9 9 9 9 9 10 10 9 9 9 3 9 4 9 9 9 3 0 9 10 9 3 9 split_gain=16122.6 2896.68 1271.02 231.629 110.412 100.713 73.7954 67.9599 53.4118 42.1938 34.4279 30.4708 30.3759 27.1316 21.3234 18.1027 31.0654 17.4529 17.4387 21.9359 16.9136 19.5035 22.6292 23.8588 16.6071 16.3576 16.2709 15.6239 18.7257 16.127 threshold=0.026551560498774003 0.99766892194747936 0.00017857718921725002 0.8784809708595277 0.0013712961226701001 0.99997490644454967 6.1143434777477532e-06 4.8650000000000011 5.4750000000000005 9.0500000000000025 5.285000000000001 5.8950000000000005 0.51461192965507518 0.18897357583045957 7.5550000000000006 4.8650000000000011 3.6650000000000005 42.000000000000007 8.1200000000000028 2.5000000000000004 7.6450000000000005 6.0250000000000012 6.1250000000000009 20.500000000000004 1.0000000180025095e-35 5.5150000000000006 0.0089773964136838514 4.8950000000000005 23.500000000000004 9.0500000000000025 decision_type=2 2 2 2 2 2 2 8 10 8 8 10 2 2 8 10 10 8 10 10 10 10 10 10 2 10 2 8 10 10 left_child=2 3 6 7 10 14 -1 12 17 15 -4 -8 -2 24 -3 16 -5 26 20 -20 21 25 23 -23 -9 -17 -6 28 -15 -29 right_child=1 5 4 9 8 -7 11 13 -10 -11 -12 -13 -14 27 -16 18 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.0098963029178298217 -0.00044159095560598107 0.007505813449347345 -0.0060733356938418252 0.0047628283124211013 -0.0032044149360118319 0.010812722632280169 -0.0083673840457435117 0.0017908308588950345 0.0012212510985663476 0.0083907763911159911 -0.0030827815199762688 -0.0047964937383537052 0.0017364155835904328 -0.0089742512533688475 0.0099075010795081041 0.0050667485118040465 0.0011597911294774991 0.033845679884011957 0.0079459631884627336 -0.0057354054443358648 0.011544982750587974 -0.0086957562322379067 0.0045900752413523859 0.0028057494348207581 -0.00088597707674495959 0.0081057741833900424 -0.0015475116750430806 0.0026571331200501459 0.0087702550608347515 0.0077320108515097942 leaf_weight=7768.4672399936244 2161.2020013220608 1302.0380341857672 1212.0843433598056 613.53982657194138 1512.6523862928152 7449.9878209158778 2795.2918721260503 937.37341204658151 446.20931774005294 293.3895845413208 564.11118386033922 261.30110291019082 909.94690041989088 6.469106286764144 516.25255631282926 697.94735877215862 392.31077498197556 1.3178738020360459 18.680723868310452 31.447181470692158 42.949919015169144 30.53913076967001 191.37436281889677 44.052902154624462 307.90228493511677 237.34150622785091 974.49790838733315 1822.7268353626132 73.71012981235981 64.846197232604027 leaf_count=491840 13587 11448 34986 4474 25529 118910 121226 8506 6416 3842 12984 12857 4313 32 8439 3143 1746 7 115 281 206 209 993 294 2003 1122 11019 10026 352 275 internal_value=0 0.00638742 -0.00749152 0.0023051 -0.0031557 0.0102977 -0.0093784 0.0012674 -0.00196467 0.00481941 -0.00512355 -0.00806212 0.000203728 0.00228411 0.00818771 0.00436389 0.00335754 -0.00253594 0.00514593 -0.000636891 0.00537892 0.00515846 0.00276901 -0.00190314 0.00112897 0.00583794 -0.00255522 0.00301513 0.00733857 0.00283148 internal_weight=0 18146 15535.9 8877.75 4710.87 9268.28 10825.1 6284.18 2934.68 2593.57 1776.2 3056.59 3071.15 3213.03 1818.29 2300.18 1005.85 2488.47 1294.33 50.1279 1244.21 1201.26 265.966 74.592 1245.28 935.289 2487.15 1967.75 80.1792 1887.57 internal_count=911180 194316 716864 55519 90941 138797 625923 39094 42971 16425 47970 134083 17900 21194 19887 12583 6220 36555 6363 396 5967 5761 1496 503 10509 4265 36548 10685 384 10301 is_linear=0 shrinkage=0.01 Tree=322 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 9 9 9 9 9 10 10 9 5 9 9 1 9 1 1 3 9 9 9 5 3 5 0 split_gain=15895.9 2887.81 1270.6 228.002 109.251 101.843 74.4139 66.5457 52.4796 42.1168 34.2045 30.451 29.776 26.5968 21.5191 20.8453 17.7183 30.6368 18.7742 32.4067 17.1118 28.7214 17.0636 16.798 16.4692 18.4686 22.4315 18.3222 16.4179 16.2591 threshold=0.026551560498774003 0.99766892194747936 0.00017857718921725002 0.8784809708595277 0.0013712961226701001 0.99997490644454967 6.1143434777477532e-06 4.8650000000000011 5.4750000000000005 9.0500000000000025 5.285000000000001 5.8950000000000005 0.51461192965507518 0.18897357583045957 7.5550000000000006 13.500000000000002 4.8650000000000011 3.6650000000000005 0.88956639566395668 6.1150000000000011 0.68772163120567387 0.6802061855670104 42.000000000000007 9.0500000000000025 4.8950000000000005 5.2550000000000008 100.50000000000001 23.500000000000004 280.50000000000006 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 8 10 8 8 10 2 2 8 2 10 10 2 10 2 2 8 10 8 8 2 10 2 2 left_child=2 3 6 7 10 14 -1 12 22 16 -4 -8 -2 29 -3 -10 17 -5 -18 -20 21 23 -6 24 27 26 -26 -15 -17 -9 right_child=1 5 4 9 8 -7 11 13 15 -11 -12 -13 -14 20 -16 28 18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0098911210973207531 -0.00043724983570991123 0.0074676557678021258 -0.0060456900267367077 0.00472871622550368 -0.0025345378115899731 0.010801814168604422 -0.0083486395716995364 0.0017712115417344767 -0.0007653199275697391 0.0083619831969704052 -0.0030596986453448587 -0.0047702857398016696 0.0017193110632895512 -0.0086859545375869238 0.0098890871983675615 0.0044249153045454615 0.0054621318241857286 0.0011484176593567061 0.006999330485434138 -0.0040514386969023484 0.00052412383725792112 0.017089026610451221 0.033401627404764947 0.0082977721996241437 0.0020805598801044104 0.0036968980644864831 -0.0044868181086068137 0.0092706651204333603 -0.0059154511723866453 -0.00087735682859349604 leaf_weight=7695.1788515057415 2160.8341848254204 1295.63636585325 1205.4838608391583 611.79492269828916 2482.3967996109277 7383.2705846242607 2773.6607465557754 938.2743769697845 243.5034877192229 291.46548926085234 562.69042080454528 260.11529390793294 909.81017668545246 6.2228607088327399 512.06271156668663 186.40459843911231 1186.0814149901271 392.23447985947132 49.562554217875004 57.120249003171921 247.285789411515 15.05487337708473 1.3220186531543721 62.657428503036499 574.3793443068862 940.23968729004264 57.18663102388382 65.422995686531067 16.733271481469274 307.81864688172936 leaf_count=491840 13587 11448 34986 4474 36548 118910 121226 8506 3119 3842 12984 12857 4313 31 8439 2945 5652 1746 250 461 1391 79 7 266 2948 5209 450 311 352 2003 internal_value=0 0.00635235 -0.00746906 0.00228317 -0.00313241 0.010281 -0.00936821 0.00125452 -0.00194791 0.00478109 -0.00509545 -0.00804183 0.000201724 0.00226019 0.00815357 0.00120786 0.00432667 0.00333004 0.00510071 0.00108251 0.00298391 0.00333732 -0.00251541 0.00321597 0.00302222 0.0028085 0.0014859 0.00771103 0.00357314 0.00111694 internal_weight=0 18064.4 15427.5 8873.45 4698.53 9190.97 10729 6285.19 2930.36 2588.26 1768.17 3033.78 3070.64 3214.54 1807.7 446.641 2296.79 1004.03 1292.76 106.683 1968.45 1721.16 2483.72 1706.11 1643.45 1571.81 631.566 71.6459 203.138 1246.09 internal_count=911180 194316 716864 55519 90941 138797 625923 39094 42971 16425 47970 134083 17900 21194 19887 6416 12583 6220 6363 711 10685 9294 36555 9215 8949 8607 3398 342 3297 10509 is_linear=0 shrinkage=0.01 Tree=323 num_leaves=31 num_cat=0 split_feature=5 4 4 1 2 5 1 4 1 1 1 0 3 4 0 3 1 1 5 2 5 5 4 1 2 2 1 2 0 4 split_gain=887.058 177.447 136.692 125.516 131.544 97.5827 81.3325 78.3985 76.9481 74.0757 63.6002 60.7412 63.9343 48.6604 46.9197 46.2363 39.2998 45.7643 38.495 37.9317 31.7488 30.5697 29.978 29.7674 35.0177 28.5012 28.2217 39.9658 35.7329 27.8775 threshold=3.5000000000000004 1.5000000000000002 2.5000000000000004 0.48581488933601619 0.48492424242424242 51.500000000000007 0.65858556175923211 5.5000000000000009 0.13363095238095238 0.028778467908902653 0.98936170212765973 1.0000000180025095e-35 25.500000000000004 2.5000000000000004 1.0000000180025095e-35 29.500000000000004 0.23271742593182543 0.24494897959183673 1.0000000180025095e-35 0.92890109890109895 273.50000000000006 353.50000000000006 3.5000000000000004 0.43597197376267149 0.68199436222692045 0.44491129785247435 0.79193722943722955 0.35319472616632858 1.0000000180025095e-35 1.5000000000000002 decision_type=2 10 10 2 2 2 2 10 2 2 2 2 8 10 2 8 2 2 2 2 2 2 10 2 2 2 2 2 2 8 left_child=2 9 3 8 6 10 -5 22 11 20 14 29 -13 -7 -3 -8 -10 -18 -19 21 -2 26 23 24 -4 -9 27 -11 -29 -1 right_child=1 5 7 4 -6 13 15 25 16 19 -12 12 -14 -15 -16 -17 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0022034106657243865 0.0020505320786072924 -0.003124495559437398 0.003320731898155062 -0.00056295629891079855 0.0040736120237717883 -0.003873443936057013 0.00073305100493813852 0.0044383996735137673 -0.0025062811844545536 -0.0036987488984805937 0.0040237479012149493 -0.0025622498984437503 0.0012954178470432141 -0.0070024383738849132 0.0015486214251223885 0.0030926522881551343 0.0058893000512808139 0.00053796421365531191 -0.0020833271002870584 -0.0043358535401528727 -0.0070605632658534501 -0.0040616591541660805 -0.0041653824820551463 -0.0039472840137270166 -0.0032330966686813199 -0.0028416770595066916 0.00071586077604247108 -0.0013173221103372132 0.0015745230589759719 0.0047739091708098877 leaf_weight=1845.7889072215185 825.09907475300133 2151.3435213305056 213.17824474908412 1392.9702854892239 3244.4790423931554 1174.4661485152319 1270.4864094257355 251.05168542265892 636.35056375339627 654.67230617627501 151.49426650069654 509.14168282225728 2750.6669288324192 861.64109985064715 238.69115280732512 2397.5737095586956 135.78775335289538 2562.7564167156816 716.97690229956061 430.72560522146523 40.104976064525545 378.44986636564136 643.42616855353117 211.87404486071318 132.01168398559093 68.435616075061262 732.53156846668571 5672.0690385168418 462.09567747544497 546.92618793994188 leaf_count=29640 14213 92355 4436 35240 54802 60243 21871 3605 17331 25926 2419 15198 45679 65638 5504 41052 2327 53768 18969 22974 1461 17347 19811 7433 3490 1371 14962 191486 10571 10058 internal_value=0 -0.00195761 0.00135637 0.00159941 0.0025018 -0.00356635 0.00149416 -0.00152341 0.000827101 -0.00115677 -0.00225952 0.00158101 0.000692898 -0.00519757 -0.00265779 0.00227537 -0.000224638 0.000200458 -3.50718e-05 -0.00144602 0.0016282 -0.00128846 -0.00269502 -0.0009967 0.000814338 0.00287897 -0.00114892 -0.00135013 -0.00109948 0.00279097 internal_weight=0 13773.4 19529.9 18009.9 8305.51 4577.64 5061.03 1519.98 9704.4 9195.75 2541.53 5652.52 3259.81 2036.11 2390.03 3668.06 4051.87 3415.52 3279.73 8330.54 865.204 7899.82 1200.49 557.064 345.19 319.487 7521.37 6788.84 6134.16 2392.72 internal_count=911180 525099 386081 345935 152965 226159 98163 40146 192970 298940 100278 100575 60877 125881 97859 62923 92395 75064 72737 283266 15674 260292 35170 15359 7926 4976 242945 227983 202057 39698 is_linear=0 shrinkage=0.01 Tree=324 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 9 9 9 9 9 10 10 9 9 9 9 2 2 2 9 9 9 9 9 2 9 0 2 split_gain=15650.4 2877.53 1269.19 224.49 108 102.95 75.0208 65.5255 51.8997 41.9448 34.029 30.5354 29.1997 26.0844 21.7048 17.4755 30.1422 17.0842 18.0155 16.952 42.0351 16.8016 18.9525 21.9816 16.323 16.2789 17.7145 21.2286 16.127 15.4978 threshold=0.026551560498774003 0.99766892194747936 0.00017857718921725002 0.8784809708595277 0.0013712961226701001 0.99997490644454967 6.1143434777477532e-06 4.8650000000000011 5.4750000000000005 9.0500000000000025 5.285000000000001 5.8950000000000005 0.51461192965507518 0.18897357583045957 7.5550000000000006 4.8650000000000011 3.6650000000000005 8.1200000000000028 0.93364779874213844 0.31281565656565663 0.31838294448913923 7.6450000000000005 6.0250000000000012 6.1250000000000009 4.8050000000000006 5.5150000000000006 0.23123827392120072 4.9150000000000009 1.0000000180025095e-35 0.6453654552878727 decision_type=2 2 2 2 2 2 2 8 10 8 8 10 2 2 8 10 10 10 2 2 2 10 10 10 8 10 2 10 2 2 left_child=2 3 6 7 10 14 -1 12 24 15 -4 -8 -2 28 -3 16 -5 21 -19 -15 -21 22 25 -24 -6 26 -17 -28 -9 -29 right_child=1 5 4 9 8 -7 11 13 -10 -11 -12 -13 -14 19 -16 17 -18 18 -20 20 -22 -23 23 -25 -26 -27 27 29 -30 -31 leaf_value=-0.0098856369697937416 -0.00043802349732743461 0.0074288797011722732 -0.0060180404807752752 0.0046896278850340131 -0.0032518041063190027 0.010790901245313105 -0.0083293549061363194 0.001757149493580683 0.0012063079453237286 0.0083308246786548117 -0.0030338955753583942 -0.0047344827599312637 0.0016981936908700855 0.0015532681504819091 0.0098705843351944971 0.0073172160379234965 0.0011351840352497005 -0.0031732690827761378 0.01369055566742461 0.022483664351026948 0.0034068795980062676 0.011452704559682024 -0.0018864934694642354 0.0045138306107643869 -0.0016246328477528627 0.008008624202859041 0.0095662612641021893 0.0011847606304430929 -0.00088066461013976073 0.0050346311368638097 leaf_weight=7612.0117089962587 2160.03463928774 1288.6219766885042 1198.7374570732936 609.60473443195224 1328.9764478411525 7308.9788748957217 2750.9158059619367 938.54826482757926 446.61539800837636 289.25757894292474 560.94296124577522 258.48739033658057 909.19149540364742 600.0099309720099 507.40940363705158 220.11651773750782 391.99041326344013 42.635681502521038 7.4403203353285781 11.649754852056502 1356.1974830888212 42.716286532580853 74.688569068908691 190.59593975543976 1149.9499442707747 236.37035391479731 57.816953241825104 210.01445120573044 307.78063752502203 208.246039301157 leaf_count=491840 13587 11448 34986 4474 17854 118910 121226 8506 6416 3842 12984 12857 4313 3106 8439 1082 1746 345 51 57 7522 206 503 993 18701 1122 252 882 2003 927 internal_value=0 0.00631527 -0.00744472 0.00225981 -0.00310913 0.0102638 -0.0093572 0.00123981 -0.00193163 0.00474251 -0.00506677 -0.00802058 0.000194784 0.00223771 0.0081187 0.0042897 0.00329854 0.00505888 -0.000667633 0.00295464 0.00356935 0.00529003 0.00507026 0.00271187 -0.00249698 0.00574115 0.0049713 0.00388666 0.00110574 0.00310156 internal_weight=0 17969.9 15306.6 8864.91 4685.22 9105.01 10621.4 6283.41 2925.54 2581.49 1759.68 3009.4 3069.23 3214.19 1796.03 2292.24 1001.6 1290.64 50.076 1967.86 1367.85 1240.57 1197.85 265.285 2478.93 932.564 696.194 476.077 1246.33 418.26 internal_count=911180 194316 716864 55519 90941 138797 625923 39094 42971 16425 47970 134083 17900 21194 19887 12583 6220 6363 396 10685 7579 5967 5761 1496 36555 4265 3143 2061 10509 1809 is_linear=0 shrinkage=0.01 Tree=325 num_leaves=31 num_cat=0 split_feature=9 9 9 9 9 4 0 9 9 2 4 9 9 2 2 9 2 2 0 2 2 0 2 9 9 9 4 2 4 2 split_gain=2815.62 306.504 247.757 166.855 151.236 109.57 80.5428 74.4586 69.7385 66.197 50.005 45.7164 75.2845 63.2946 43.691 41.7475 64.0833 39.5186 37.8902 45.1362 60.9855 36.7879 35.3022 34.9836 34.5037 33.549 38.9262 33.0032 44.6829 43.5454 threshold=2.9750000000000005 3.8350000000000004 1.3750000000000002 5.5050000000000008 9.7700000000000014 1.5000000000000002 1.0000000180025095e-35 6.2550000000000008 4.5150000000000006 0.16749174917491746 1.5000000000000002 4.7650000000000006 4.995000000000001 0.35743321718931476 0.99938118811881205 4.9850000000000012 0.73935688405797106 0.99938118811881205 1.0000000180025095e-35 1.0000000180025095e-35 0.31281565656565663 1.0000000180025095e-35 0.13453458306399482 8.7300000000000022 8.2700000000000014 5.5750000000000011 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 0.52655075187969935 decision_type=10 10 10 10 8 10 2 10 10 2 10 10 10 2 2 10 2 2 2 2 2 2 2 10 10 10 10 2 8 2 left_child=2 -2 6 5 7 8 27 10 -3 22 -5 -10 15 18 -15 -13 -17 -9 19 -14 -21 -11 -7 24 -19 26 -12 -1 29 -29 right_child=1 3 -4 4 -6 9 -8 17 11 21 25 12 13 14 -16 16 -18 23 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0028885768730920682 0.00039950780223360134 -0.00085200575842033172 0.0026569619768438712 -0.00057098463483964978 -0.0060833093692272211 -0.0020187448278453958 0.0072465909468924922 0.0010099341927832727 -0.0053468958874756745 -0.0053612821891237707 0.0022738244427529669 -0.0016495733486472089 0.0022409154944153195 -0.0049630903732968351 -0.0010771580355782447 -0.0050744315664349041 0.0063601332698000898 -0.00051287687535362097 -0.0038273086530113548 -0.0055588850010381708 0.0024506729533547923 -0.0021573049909412102 0.0072027758617130002 0.010184122283500194 -0.0085508848262717332 -0.0041084383080788583 -0.0074549972152851479 0.0068059370528003142 -0.0012495646573983726 0.0041643551370239033 leaf_weight=725.97906482964754 4351.4906374420971 1890.188227603212 4873.3895285520703 1537.8228370659053 562.65807845816016 487.53588344436139 2179.7294759452343 2289.9515574388206 755.82920172438025 3240.340319570154 183.33734744973481 1647.2028731405735 362.77035312727094 2201.5238559879363 333.1152117755264 70.417700977064669 161.23686869535595 109.16042162198573 515.82229817472398 257.85797226428986 150.57309994287789 402.92697456851602 45.378241134807467 17.699886906892061 104.55271733365953 973.9075093306601 53.020046488381922 1324.7113318070769 100.16971299611032 1179.8387233521789 leaf_count=10667 70274 46331 63479 46342 43074 11365 39037 65586 27630 169595 6461 50495 4851 105900 5338 2625 2661 1494 11501 11835 5512 10867 1310 217 6975 45151 4122 23228 1242 16015 internal_value=0 -0.00198666 0.00429948 -0.00255236 -0.00115525 -0.00320303 0.00575212 -0.000629049 -0.00254137 -0.00452542 -0.00176767 -0.00303596 -0.00272955 -0.00353533 -0.00445238 -0.00109057 0.00288429 0.000611952 -0.00172932 -0.000326062 -0.00260606 -0.00500694 -0.00123352 -0.00332629 -0.00444523 -0.00328823 9.14405e-05 0.00477409 0.00529961 0.00556155 internal_weight=0 22706.3 10383.8 18354.8 5832.11 12522.7 5510.43 5269.45 8346.54 4176.18 2748.09 6456.35 5700.52 3821.66 2534.64 1878.86 231.655 2521.36 1287.02 771.201 408.431 3643.27 532.914 231.413 213.713 1210.26 236.357 3330.7 2604.72 2504.55 internal_count=911180 757512 153668 687238 219422 467816 90189 176348 274679 193137 102076 228348 200718 144937 111238 55781 5286 74272 33699 22198 17347 180462 12675 8686 8469 55734 10583 51152 40485 39243 is_linear=0 shrinkage=0.01 Tree=326 num_leaves=31 num_cat=0 split_feature=5 4 4 1 1 5 4 1 1 1 1 0 3 4 0 3 1 1 1 5 5 5 4 1 4 3 1 1 0 5 split_gain=849.497 170.806 130.919 120.526 126.874 94.8528 75.7249 74.4817 74.2822 72.5574 60.8516 59.7528 61.4953 48.0771 45.4183 44.8581 44.1401 38.0308 44.4708 37.2529 29.8132 29.5723 29.2774 28.8854 27.1367 42.1739 27.1292 37.4558 35.1388 23.9975 threshold=3.5000000000000004 1.5000000000000002 2.5000000000000004 0.48581488933601619 0.50144508670520238 51.500000000000007 5.5000000000000009 0.65858556175923211 0.13363095238095238 0.034723896792862259 0.98936170212765973 1.0000000180025095e-35 25.500000000000004 2.5000000000000004 1.0000000180025095e-35 29.500000000000004 0.066767983789260368 0.23271742593182543 0.24494897959183673 1.0000000180025095e-35 303.50000000000006 353.50000000000006 3.5000000000000004 0.43597197376267149 1.5000000000000002 24.500000000000004 0.79193722943722955 0.64326765188834167 1.0000000180025095e-35 1.5000000000000002 decision_type=2 10 10 2 2 2 10 2 2 2 2 2 8 10 2 8 2 2 2 2 2 2 10 2 8 10 2 2 2 2 left_child=2 9 3 8 -5 10 22 -6 11 20 14 24 29 -7 -3 -9 -11 -10 -19 -20 -2 26 23 -4 25 -1 27 28 -18 -13 right_child=1 5 6 4 7 13 -8 15 17 16 -12 12 -14 -15 -16 -17 21 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0017746575634244755 0.00192594993395101 -0.0030734107590015005 0.00081796332559271566 0.004019860002632829 -0.00048140169718739734 -0.0038118344833996255 0.0028420115828334362 0.00070399978997458691 -0.0024790971180482686 -0.004757534760063826 0.0039531482789799972 -0.0016346523764485023 0.0012624836630236349 -0.0069444627832988808 0.0015384860077304646 0.0030363301598346788 -0.001303793951477678 0.0058289890735915041 0.00052668742385307121 -0.0020615160061343597 -0.0073358737958222229 -0.0040117261779570043 -0.0041163479458087892 -0.0038937024256791965 0.0047238301572728406 0.0027586534934894995 0.00070117937226393519 -0.0036051302758739888 0.0015741880347553026 -0.0078039482701864754 leaf_weight=235.39038569759578 866.51225804258138 2130.5681203668937 342.68703309353441 3190.2423434825614 1407.3827283605933 1161.4167926814407 317.33282567467541 1262.4216938838363 631.44099539704621 380.68397352844477 150.17449895292521 430.38278195727617 2730.7956639006734 847.3468720195815 237.32193607650697 2377.9346725558862 5628.7999207181856 134.48806521482766 2544.749619083479 711.6284873848781 36.207063837908208 374.81118213478476 637.36667166743428 209.75966118834913 542.10935179051012 1600.9450867911801 727.67688978277147 654.10251894872636 458.82042210921645 73.873988803476095 leaf_count=6689 15823 92355 7926 54229 35813 60243 4976 21871 17331 21226 2419 10496 45679 65638 5504 41052 191526 2327 53768 18969 1364 17355 19811 7433 10058 22951 14962 26116 10568 4702 internal_value=0 -0.00192441 0.00133205 0.00157072 0.00245882 -0.00351258 -0.00149833 0.00147223 0.00081144 -0.00113676 -0.00221969 0.00155466 0.00067002 -0.00513326 -0.00261118 0.00222751 -0.00143214 -0.000225796 0.00019381 -3.89224e-05 0.00155447 -0.00127075 -0.00265593 -0.000971019 0.00275791 0.00217755 -0.00113321 -0.00133121 -0.00108688 -0.00253846 internal_weight=0 13654.4 19380.9 17873.8 8237.98 4526.83 1507.15 5047.74 9635.8 9127.61 2518.06 5613.5 3235.05 2008.76 2367.89 3640.36 8224.89 4022.31 3390.87 3256.38 902.719 7844.21 1189.81 552.447 2378.44 1836.34 7469.4 6741.72 6087.62 504.257 internal_count=911180 525099 386081 345935 152965 226159 40146 98736 192970 298940 100278 100575 60877 125881 97859 62923 281753 92395 75064 72737 17187 260527 35170 15359 39698 29640 243172 228210 202094 15198 is_linear=0 shrinkage=0.01 Tree=327 num_leaves=31 num_cat=0 split_feature=9 9 9 9 1 9 0 9 0 1 4 1 9 4 4 9 1 0 1 3 1 1 1 4 9 9 9 4 4 9 split_gain=2753.12 299.474 244.67 165.801 163.213 156.33 92.4407 90.3638 79.8049 74.1796 65.7391 63.5958 59.8905 74.3609 45.291 43.7071 88.2661 40.7674 47.2064 38.0822 33.2104 40.946 48.9155 32.6709 32.3334 33.5713 51.0703 31.4457 31.2314 30.9708 threshold=2.9750000000000005 3.8350000000000004 1.3750000000000002 5.5950000000000006 1.0000000180025095e-35 9.7700000000000014 1.0000000180025095e-35 4.995000000000001 1.0000000180025095e-35 0.98936170212765973 2.5000000000000004 0.59921259842519692 6.2550000000000008 1.5000000000000002 2.5000000000000004 4.9850000000000012 0.27207792207792209 1.0000000180025095e-35 0.85791925465838526 19.500000000000004 0.49844720496894418 0.13712060166532367 0.31296641791044782 7.5000000000000009 4.3750000000000009 4.8650000000000011 4.9050000000000011 2.5000000000000004 4.5000000000000009 4.9150000000000009 decision_type=10 10 10 10 2 10 2 10 2 2 8 2 10 10 8 10 2 2 2 8 2 2 2 10 10 10 10 10 10 10 left_child=2 27 8 4 6 12 -3 10 9 14 15 -9 13 -5 20 17 -17 24 -19 -11 21 -1 -23 -8 -6 -26 -27 -2 -15 -25 right_child=1 3 -4 5 7 -7 23 11 -10 19 -12 -13 -14 28 -16 16 -18 18 -20 -21 -22 22 -24 29 25 26 -28 -29 -30 -31 leaf_value=0.0067704414410400624 0.00058237897017988363 0.0011696439687436961 0.0026255205038595913 -7.6764056102714392e-05 -0.0017153022222219194 -0.0060342018551106606 -0.0028976247598905547 -0.0052326420771433126 0.0071977732597685463 -0.0032129854193663175 -0.0061990454520045191 -0.0026817403552624654 0.00061541545858713996 -0.0043012798265655312 -0.001157691585598405 0.0059944804684490564 -0.0071168068084113394 0.00025571323682974426 -0.0067599540487085462 0.0029176826465221123 0.0067652086117842214 0.00044056580752525166 0.0051820940524786472 -0.0033621157561878022 -0.0047668646047262925 0.00070825269989395739 -0.0039753755830855605 -0.003400675858119262 0.0030844702207967756 0.014023455817432693 leaf_weight=526.11886345781386 4142.1841958323494 1188.0976841077209 4869.0563375260681 1269.8142174659297 1178.4327015774325 558.0589814838022 1348.5906384326518 3988.8010202758014 2167.146432261914 141.84493596479297 498.87349521368742 1294.5065975878388 2517.8234489513561 859.46873570419848 102.8130348585546 160.8966772062704 75.410816703923047 747.37062316387892 110.02983421552926 354.67088881507516 1292.4690192267299 365.81508028693497 536.91544703021646 18.770931413397193 1366.6049630083144 353.02440271433443 683.68224936071783 208.17266102973372 61.339724737219512 22.562824487686157 leaf_count=9215 65102 16404 63479 35197 34774 43074 27510 213410 39037 1484 25884 52736 74272 40574 1277 2857 3310 15237 3042 4793 22889 4851 6643 394 55861 11724 29400 5172 1366 212 internal_value=0 -0.00196658 0.00425727 -0.00252715 -0.00313213 -0.00102972 -0.000878487 -0.0036877 0.00570504 0.00473084 -0.00274839 -0.00460762 -0.000436574 -0.00164569 0.00535753 -0.0023802 0.00181039 -0.00260328 -0.000644604 0.00116627 0.00560368 0.00455301 0.00326068 -0.00262922 -0.00307215 -0.00373746 -0.00238048 0.000391782 -0.00380928 0.00612813 internal_weight=0 22652.5 10356.9 18302.2 13035.7 5266.51 2578.02 10457.6 5487.79 3320.65 5174.33 5283.31 4708.45 2190.62 2824.13 4675.45 236.307 4439.14 857.4 496.516 2721.32 1428.85 902.731 1389.92 3581.74 2403.31 1036.71 4350.36 920.808 41.3338 internal_count=911180 757512 153668 687238 492755 194483 44520 448235 90189 51152 182089 266146 151409 77137 44875 156205 6167 150038 18279 6277 43598 20709 11494 28116 131759 96985 41124 70274 41940 606 is_linear=0 shrinkage=0.01 Tree=328 num_leaves=31 num_cat=0 split_feature=5 2 2 2 0 3 2 2 1 5 1 2 1 7 5 2 5 5 0 5 1 1 1 3 3 3 1 2 2 5 split_gain=824.892 126.495 165.933 113.957 99.479 91.8652 63.4653 59.326 59.1933 41.1073 51.5356 47.2878 45.5464 40.5371 38.8985 36.9321 35.8055 34.2894 26.6363 26.5396 26.5345 28.7539 25.7331 25.9868 43.7962 25.7076 25.5168 57.6035 24.0137 23.829 threshold=3.5000000000000004 0.50155279503105599 0.48492424242424242 1.0000000180025095e-35 1.0000000180025095e-35 27.500000000000004 0.25108695652173912 0.96178188899707895 0.091372912801484213 53.500000000000007 0.64326765188834167 0.80066225165562932 0.21089696071163824 1.0000000180025095e-35 1.0000000180025095e-35 0.90943267259056748 90.500000000000014 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 0.23271742593182543 0.13712060166532367 0.78596059113300509 10.500000000000002 28.500000000000004 20.500000000000004 0.76024883359253514 0.16749174917491746 0.65465367965367982 1.0000000180025095e-35 decision_type=2 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 8 10 8 2 2 2 2 left_child=1 2 5 16 7 13 18 9 15 10 11 12 -5 19 -8 -3 -2 20 26 -1 21 -10 23 -11 25 -25 -7 -28 -22 -4 right_child=3 8 29 4 -6 6 14 -9 17 22 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 28 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=-0.00046516533517069049 0.0018271458405462668 0.0068858111656472897 0.0027400583064171452 0.0028013045689619983 0.0011402481626779633 0.0038429077371500264 0.0011033253001178325 0.00032493209195187558 0.0014950141829826744 -0.0062402449017547029 -0.0042668998170534858 -0.0037229564674284093 -0.0014340940495593791 0.010506838927253665 -0.0019552993498824882 0.0013231206116327448 -0.0085598008109254147 -0.0019402890963919198 0.0016599512635865738 -0.0039433284678090583 -0.00044160614783292308 -0.0028355630702601763 0.00071377661284021147 -0.0037865916072810468 -0.0037656633741006708 -0.0007704455250141201 0.0029046595071811096 -0.0036649143336231278 0.0013648630718976283 0.0045176141074760867 leaf_weight=1580.7976505421102 911.35554381273687 128.00204206630588 1199.5155420098454 272.02213707286865 857.0109297959134 1526.6817786609754 1381.5364225842059 754.45779414940625 214.29520716331899 291.03434191271663 850.59170993976295 867.34336665738374 3811.5469463663176 31.42371815815568 594.81493050418794 1766.4357377877459 34.441669689491391 1098.2263453472406 3139.3564231712371 254.72950808797032 1412.2211570190266 538.86525265965611 161.66627097129822 398.89427477587014 3433.8962558843195 969.20816113241017 742.65030598919839 162.70872378535569 1536.4744153721258 2031.1868895832449 leaf_count=33122 13839 3738 21723 7728 21191 23235 29330 19739 5824 19490 34183 40448 139729 836 15368 28649 574 31242 53967 10890 34579 15604 5779 24565 158942 38892 10253 3729 29939 34053 internal_value=0 0.0013137 0.00190214 -0.00189949 -0.00214949 0.00123111 0.00172239 -0.0023882 0.000202188 -0.00257334 -0.00199303 -0.00160237 -0.00115196 -0.000755055 0.000182783 0.00169898 0.0014489 -0.000388547 0.00226853 -0.000947855 7.18071e-05 -0.00160339 -0.00321404 -0.00333872 -0.00316286 -0.00164986 0.00305411 0.00172399 0.000499689 0.00385763 internal_weight=0 19339.9 12645.4 13613.5 12667.7 9414.7 7547.75 11810.7 6694.52 11056.2 5801.5 4950.91 4083.57 1866.95 1976.35 1894.44 945.797 4800.08 5571.4 1835.53 3701.86 753.16 5254.7 5093.03 4802 1368.1 2432.04 905.359 2948.7 3230.7 internal_count=911180 386081 236506 525099 510686 180730 135882 489495 149575 469756 222088 187905 147457 44848 44698 32387 14413 117188 91184 44012 85946 21428 247668 241889 222399 63457 37217 13982 64518 55776 is_linear=0 shrinkage=0.01 Tree=329 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 2 2 10 2 5 2 5 2 10 2 5 3 2 2 2 3 5 5 10 2 10 split_gain=15320.2 3075.82 1027.93 202.215 158.677 92.9526 63.847 33.0736 31.0247 16.0905 13.4962 13.479 12.4632 12.9364 21.7388 17.2629 16.349 12.2991 10.1415 9.88846 10.2002 9.64913 8.81025 10.6317 17.4199 14.6346 17.2253 14.4214 8.58788 8.42858 threshold=0.015218299813568552 0.99473056197166454 0.00014260681928130004 0.65440738201141369 0.9999486804008485 0.0011766494717448501 6.1143434777477532e-06 0.18897357583045957 0.94052824378013633 0.86391694725028068 0.8577380952380953 0.99894970655441295 0.8185736677115989 2.5000000000000004 0.8238526179702651 69.500000000000014 0.87439320388349528 0.0043998162727802515 0.82875939849624081 1.5000000000000002 29.500000000000004 0.73368794326241138 0.99938118811881205 0.96178188899707895 10.500000000000002 10.500000000000002 9.5000000000000018 0.0035319819580763002 0.86391694725028068 3.4846319977077662e-05 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 10 2 2 2 2 2 left_child=2 3 6 7 11 18 -1 12 9 21 17 -3 -2 -14 15 -15 -16 -7 -4 20 -11 -5 23 25 27 26 -12 -25 -27 -8 right_child=1 4 5 8 -6 10 29 -9 -10 19 22 -13 13 14 16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 28 -28 -29 -30 -31 leaf_value=-0.0098785256722377177 -0.00027983202593540941 0.0064724069408988848 -0.0055839205664699222 0.0028332212982659566 0.010733741639708073 -0.0033536339647160358 -0.0085829347952684452 0.0015669425676166934 0.0048337272542709952 0.006958542756349796 0.0017832694463490253 0.0081840304031552766 -0.00010809007372917106 0.0052802258209766958 -0.0029597713725446595 0.049312586647576886 0.0038048198898182639 -0.0018320621773178865 -0.0033870214115601649 0.006833274392299039 0.0010103164760260513 0.00043729685143191282 -0.001980855288629524 0.036970298528947627 0.0022108196275605501 0.01850703497245882 0.022275777766459379 0.0095110375614335715 -0.0041918321096913848 -0.0074722807837044204 leaf_weight=7484.13572816737 2554.9506951402873 751.19615460559726 1557.6793022369966 1478.3061027750373 7423.0753111094236 1069.2218286283314 1590.0992348194122 2446.8137450888753 1539.015659365803 44.142820864915848 49.809247663244605 1187.2440520897508 275.30059259012341 1.7611826770007604 42.97359573841095 1.8007246665656564 211.903125628829 1055.8037684448063 242.89170265011489 155.42183212190866 83.102701634168625 189.65467164665461 181.46766920760274 2.7212010696530324 35.711895450949669 1.7125274203717697 4.46991985104978 6.4367625787854195 62.392140874639153 1198.1158564491197 leaf_count=491840 21787 6552 44406 7620 122164 20221 78786 13110 9826 226 938 13304 1825 21 536 21 1623 14605 7135 710 427 906 2018 42 434 38 38 48 1288 48685 internal_value=0 0.00605254 -0.00768315 0.00188696 0.0100684 -0.00355965 -0.00939732 0.000698484 0.00377221 0.00293468 -0.00229992 0.00752073 1.05044e-05 0.00140031 0.00300713 0.0275408 0.00266427 -0.00259765 -0.00528757 0.00514092 0.00307382 0.00256079 -0.000464532 0.00122097 0.00536611 -0.000350127 0.00347084 0.0176703 -0.00358544 -0.00810568 internal_weight=0 18386.7 14542.7 9025.15 9361.52 4270.32 10272.4 5535.5 3489.64 1950.63 2469.75 1938.44 3088.69 533.739 258.439 3.56191 254.877 2125.03 1800.57 282.667 127.246 1667.96 344.721 163.254 44.8699 118.384 54.2792 9.15796 64.1047 2788.22 internal_count=911180 200658 710522 58638 142020 91211 619311 38923 19715 9889 39670 19856 25813 4026 2201 42 2159 34826 51541 1363 653 8526 4844 2826 524 2302 976 90 1326 127471 is_linear=0 shrinkage=0.01 Tree=330 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 9 9 9 9 1 10 9 9 4 9 4 1 9 1 9 9 4 9 9 9 9 9 1 split_gain=15105.9 3062.66 1028.36 198.634 160.292 92.0445 64.3793 63.6079 48.8617 39.5051 36.5531 33.88 32.1913 29.789 26.3575 25.1641 22.6652 21.8413 20.3542 20.0995 19.3277 28.1734 20.2453 21.9254 23.9262 22.7295 34.5523 18.6501 16.5335 15.5038 threshold=0.015218299813568552 0.99473056197166454 0.00014260681928130004 0.65440738201141369 0.9999486804008485 0.0011766494717448501 6.1143434777477532e-06 5.2550000000000008 4.8650000000000011 5.8550000000000013 5.5250000000000012 0.73701079622132271 0.094556797295808764 5.995000000000001 2.9750000000000005 2.5000000000000004 4.8950000000000005 1.5000000000000002 0.7062745098039217 3.3250000000000006 0.62470657276995312 6.1150000000000011 5.2550000000000008 1.5000000000000002 7.5550000000000006 6.1150000000000011 6.1250000000000009 4.7650000000000006 5.2950000000000008 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 10 8 10 8 2 2 10 10 10 10 10 2 8 2 10 10 10 10 10 10 8 10 2 left_child=2 3 6 7 14 10 -1 12 15 27 -4 17 -2 -8 -3 -5 -10 29 -19 -14 22 -22 -18 24 25 -24 -27 -7 -16 -9 right_child=1 4 5 8 -6 9 13 11 16 -11 -12 -13 19 -15 28 -17 20 18 -20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0098732867805967368 -0.00094920707926733801 0.0091022431613891827 -0.0060919446768864039 0.0026279179803318604 0.010722560155415822 -0.0036256168147690768 -0.0083917516269171166 0.0019928576167897042 0.0069775849418435287 0.0015988694346650198 -0.0028100474283328288 -0.0024363656581885087 -0.00046939787805719469 -0.0045666624046149977 0.0053131513232968445 -0.0036169391381536153 0.0031791512039788918 0.0011355081057434246 0.022123278095333244 0.001396022812675618 0.0040235457760511859 -0.0024035766968002036 0.0071332757432888833 0.0037443400132644391 0.011862575392524111 -0.018848061119675474 0.0033740299151915404 -0.0017955350735843114 0.0076230024191429246 0.0053557638260852778 leaf_weight=7413.5793357416987 1677.6616552844644 661.20125532150269 1337.4627753151581 1383.1316290050745 7356.839876063168 1093.9524500109255 2545.9106607427821 191.26922319084406 369.89662212878466 237.1799106374383 454.76325601153076 112.93796582892537 838.67346486449242 221.29495188314468 539.73549844324589 67.68373054265976 503.88856029510498 371.54228741116822 4.6790440976619712 1855.5520118623972 219.32722116261721 98.984062470495701 344.65647688508034 338.51441300660372 85.282108284533024 7.8197340220212928 66.496360473334789 1134.186623910442 727.66217609122396 483.97800411656499 leaf_count=491840 14930 10849 42625 7608 122164 15980 116176 946 3994 3234 8916 725 3734 11295 3466 328 2262 3251 44 11710 959 568 1578 1678 388 42 310 20456 5541 3583 internal_value=0 0.00601817 -0.00766161 0.00186876 0.0100498 -0.0035347 -0.00938745 0.000691395 0.00373876 -0.00228105 -0.00525919 0.00276836 0.000138218 -0.00808586 0.00748371 0.00233658 0.00473848 0.00332739 0.00139653 0.000815344 0.00424103 0.00202493 0.00476485 0.00571293 0.00703448 0.00605172 0.00103576 -0.00269405 0.00663933 0.00440319 internal_weight=0 18307.4 14438.3 9021.97 9285.44 4257.55 10180.8 5536.29 3485.68 2465.32 1792.23 1164.41 4371.89 2767.21 1928.6 1450.82 2034.87 1051.47 376.221 2694.23 1664.97 318.311 1346.66 842.769 504.255 418.973 74.3161 2228.14 1267.4 675.247 internal_count=911180 200658 710522 58638 142020 91211 619311 38923 19715 39670 51541 8549 30374 127471 19856 7936 11779 7824 3295 15444 7785 1527 6258 3996 2318 1930 352 36436 9007 4529 is_linear=0 shrinkage=0.01 Tree=331 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 2 4 2 2 5 10 5 5 2 4 1 5 1 2 1 2 4 5 1 1 2 split_gain=14894.2 3051.62 1028.68 244.288 106.061 91.1641 64.9183 45.4211 30.4932 13.1949 12.7504 13.9028 12.7874 26.0003 12.1611 12.0944 11.9785 11.088 10.6467 16.5899 10.4536 22.5006 21.1879 17.9068 10.0882 9.95057 32.0743 9.85077 21.6304 27.3389 threshold=0.015218299813568552 0.99766892194747936 0.00014260681928130004 0.78322452306747448 0.99997490644454967 0.0011766494717448501 6.1143434777477532e-06 0.18897357583045957 0.97252115607261669 0.8577380952380953 3.5000000000000004 0.8185736677115989 0.8238526179702651 69.500000000000014 0.0043998162727802515 353.50000000000006 956.50000000000011 0.84654631083202525 1.5000000000000002 1.0000000180025095e-35 10.500000000000002 0.051836094939543158 0.87577160493827166 0.12560679611650488 0.82875939849624081 2.5000000000000004 103.50000000000001 0.68772163120567387 0.68438714235252573 0.31281565656565663 decision_type=2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 10 2 2 2 2 2 2 8 2 2 2 2 left_child=2 3 6 7 16 24 -1 10 17 14 11 -2 13 -13 -7 -10 25 -5 19 -11 22 -22 23 -21 -4 -3 -27 28 -9 -30 right_child=1 4 5 8 -6 9 -8 27 15 18 -12 12 -14 -15 -16 -17 -18 -19 -20 20 21 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.0098680381509817401 -0.00015023563719878313 0.0083155810702804506 -0.0055285047936029213 0.00311399728426716 0.010757751445212254 -0.003311293124462308 -0.0080658894154716429 0.0018790785351652862 0.0055368219791040044 -0.0017971261325715221 -0.0026188434669657014 0.0035652926892449626 0.0014870769001126135 0.047023554448241758 -0.0017953453607383251 -0.0021734052547694896 -0.0085810631042476018 0.0052780366137819001 -0.0034839383208247368 0.028385030528832275 0.0060145954229115497 -0.0042687945632263547 0.0020533333828083233 0.0037005654139505989 -0.0033287996944058079 0.0067381009695634273 -0.014037921178727942 0.00030774394968886853 -0.0038953475937094453 0.026110578287000891 leaf_weight=7343.6973748914897 2412.3554202057421 1564.9579147808254 1542.7633185675368 1576.4191450960934 7060.0099438130856 1064.2385711744428 2746.4214551458135 2684.7040328122675 1320.9687493704259 137.69507353752851 174.36828229390085 5.2301202267408362 495.51807812601328 1.8685124218463895 1052.5553100891411 20.662829264998436 4.3394232466816893 278.61299381405115 86.417280236259103 7.3439323604106885 47.79531629383564 38.350318435579538 21.693404477089643 4.8993958700448275 241.06700484082103 181.15601537004113 7.7485708370804778 427.69768743962049 4.8640123382210705 8.0815067887306213 leaf_count=491840 20087 17926 44406 8529 118910 20221 127471 14095 9589 1512 2016 57 3632 21 14605 98 28 1427 1473 93 552 756 350 108 7135 1898 35 2241 30 39 internal_value=0 0.00598365 -0.00764002 0.00202323 0.0102105 -0.00350992 -0.00937751 0.000867747 0.00426962 -0.00226224 7.87207e-06 0.000164997 0.00167799 0.0150044 -0.0025575 0.00541807 0.00801283 0.00343902 -0.000446363 0.000571953 0.00328851 0.00143664 0.00798934 0.0185071 -0.00523124 0.00805389 0.0058859 0.00171772 0.00194126 0.0148365 internal_weight=0 18229.6 14334.9 9411.35 8818.21 4244.82 10090.1 6214.69 3196.66 2460.99 3089.34 2914.97 502.617 7.09863 2116.79 1341.63 1758.2 1855.03 344.195 257.777 120.082 86.1456 33.9367 12.2433 1783.83 1753.86 188.905 3125.35 2697.65 12.9455 internal_count=911180 200658 710522 61861 138797 91211 619311 42218 19643 39670 25813 23797 3710 78 34826 9687 19887 9956 4844 3371 1859 1308 551 201 51541 19859 1933 16405 14164 69 is_linear=0 shrinkage=0.01 Tree=332 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 1 1 5 5 10 5 1 5 5 1 5 1 1 1 5 5 0 1 5 5 1 split_gain=14685.4 3039.73 1028.97 240.183 107.2 90.2609 65.4548 44.4982 30.1934 12.6041 12.048 11.9015 11.8052 10.9746 10.6327 16.9659 13.281 21.4509 9.95555 9.80331 9.64792 21.0454 14.235 17.4683 9.51607 18.6289 15.3116 10.4175 11.1883 13.4573 threshold=0.015218299813568552 0.99766892194747936 0.00014260681928130004 0.78322452306747448 0.99997490644454967 0.0011766494717448501 6.1143434777477532e-06 0.18897357583045957 0.97252115607261669 0.13712060166532367 1.0000000180025095e-35 353.50000000000006 956.50000000000011 0.0043998162727802515 12.500000000000002 0.12062851552946931 273.50000000000006 210.50000000000003 0.18142633228840127 14.500000000000002 0.68772163120567387 0.68438714235252573 0.77842377260981921 31.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.051836094939543158 1.5000000000000002 5.5000000000000009 0.42117446393762187 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 6 7 12 18 -1 14 -5 10 -7 -10 -3 -11 -2 16 17 19 -4 -16 21 24 23 -22 25 -9 -26 -28 -29 -30 right_child=1 4 5 8 -6 9 -8 20 11 13 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 22 -23 -24 -25 26 -27 27 28 29 -31 leaf_value=-0.0098627793227351584 -0.00033841581000809635 0.0080198416957504067 -0.0039380805438451235 0.0034074738139023724 0.010747288576577405 -0.0018315409489215973 -0.0080458929137854317 0.0021806183288409185 0.0054968154373260074 -0.0034557691867216573 0.0013018988457521525 -0.002151411269951521 -0.0084716496288467624 -0.0018891733669547993 0.014213338094619096 0.00029356118521825194 -0.0065048962991690728 0.021209758142743361 -0.0056462020828736198 0.0031937994666914448 -0.0033860301652828503 0.014605000825425872 0.0016543832956669041 0.0072653540081372816 0.004009036356942333 -0.00050752322480662759 0.0036893016434016174 -0.00063596201870061626 0.003034739313470819 0.00027680785934574659 leaf_weight=7274.4836821202189 2291.3582039773464 1743.7465116009116 460.79491374082863 1853.4928266219795 6996.5323865395039 505.7002769485116 2725.8180727688596 664.04045476764441 1317.2956009209156 904.46942550502717 162.02304902672768 20.66531316190958 4.3514523953199378 884.43557932600379 8.6305542029440385 645.5799615830183 11.147153060883282 7.5694062709808341 1314.8471772670746 125.01275618001819 133.89747078716755 13.018475063145159 276.40867818519473 17.397654939442873 412.79471958428621 421.40131683647633 229.01445115357637 224.89420562982559 435.24714026600122 298.10169368237257 leaf_count=491840 16997 19859 11406 9956 118910 5514 127471 3294 9589 18266 2802 98 28 13088 64 7666 119 58 40135 909 746 69 1378 117 1826 2029 1165 1248 2677 1856 internal_value=0 0.00594947 -0.00761834 0.00200394 0.0101939 -0.0034852 -0.00936754 0.000858949 0.00423387 -0.00224363 -0.00107121 0.00537869 0.00797879 -0.00268124 7.78631e-06 0.00100194 0.00400347 0.00483299 -0.00520293 0.00390543 0.00170006 0.00192122 0.000304662 -0.00216121 0.00185974 0.001137 0.00235003 0.00177321 0.00131528 0.00191366 internal_weight=0 18151.6 14232.6 9406.97 8744.63 4232.27 10000.3 6215.51 3191.45 2456.63 667.723 1337.96 1748.1 1788.91 3089.3 797.94 152.36 141.213 1775.64 133.643 3126.22 2698.51 427.704 151.295 2685.49 1085.44 1600.05 1187.26 958.243 733.349 internal_count=911180 200658 710522 61861 138797 91211 619311 42218 19643 39670 8316 9687 19887 31354 25813 8816 1150 1031 51541 973 16405 14164 2241 863 14095 5323 8772 6946 5781 4533 is_linear=0 shrinkage=0.01 Tree=333 num_leaves=31 num_cat=0 split_feature=5 4 4 1 1 5 4 1 1 1 0 3 1 4 0 3 1 1 1 5 5 4 5 1 4 3 7 1 1 0 split_gain=760.326 159.552 120.316 111.561 117.805 87.6069 70.795 68.2746 68.0341 67.734 56.6094 56.7299 54.8538 46.3823 42.553 41.7434 41.2615 34.9355 41.9953 34.504 28.4694 28.1499 27.5677 27.0984 25.2661 39.4324 24.457 24.2456 34.9825 31.804 threshold=3.5000000000000004 1.5000000000000002 2.5000000000000004 0.48581488933601619 0.50144508670520238 51.500000000000007 5.5000000000000009 0.034723896792862259 0.65858556175923211 0.13363095238095238 1.0000000180025095e-35 25.500000000000004 0.98936170212765973 2.5000000000000004 1.0000000180025095e-35 29.500000000000004 0.066767983789260368 0.23271742593182543 0.24494897959183673 1.0000000180025095e-35 303.50000000000006 3.5000000000000004 353.50000000000006 0.43597197376267149 1.5000000000000002 24.500000000000004 1.0000000180025095e-35 0.79193722943722955 0.64326765188834167 1.0000000180025095e-35 decision_type=2 10 10 2 2 2 10 2 2 2 2 8 2 10 2 8 2 2 2 2 2 10 2 2 8 10 2 2 2 2 left_child=2 7 3 9 -5 12 21 20 -6 10 24 26 14 -7 -3 -10 -9 -11 -19 -20 -2 23 27 -4 25 -1 -12 28 29 -18 right_child=1 5 6 4 8 13 -8 16 15 17 11 -13 -14 -15 -16 -17 22 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0017622453580596884 0.001912811366579887 -0.0029814466400608277 0.00081439936714003533 0.0038991880983632937 -0.00047850002079834371 -0.00368038017159482 0.0027683526631909644 -0.0046348954186754276 0.00065592082180382014 -0.0024199080966860946 -0.0029059268737812605 0.0011867399854991114 0.0037933400332399152 -0.0068146082361956895 0.0015306691828924912 0.0029332627493903682 -0.0012370169645965717 0.0057275877659243128 0.00049503659635912324 -0.0020250981861027893 -0.0072716786040585455 -0.0040578916165002659 -0.0038992220286034698 -0.0038069141592276218 0.0045939826396704285 0.0026703394897047085 0.010383508935990641 0.00067794096344168822 -0.0034957553853683259 0.0015342416953193405 leaf_weight=230.04240322578698 855.1367025449872 2072.4051491906866 335.15134132932872 3101.5120404493064 1373.8221065364778 1126.1589413052425 310.64478648919612 368.97914321813732 1233.2261698096991 616.6861097542569 474.71971255075186 2669.0949401017278 146.04724409244955 813.04736616369337 232.45514258835465 2317.2778030801564 5485.5553132714704 130.71158391237259 2485.1126942215487 695.27240990940481 35.136334439739585 621.14597275014967 363.36669737566262 204.19031017832458 526.98058862332255 1573.2489861976355 14.264182344079016 710.481898506172 635.90732075180858 447.93814877886325 leaf_count=6689 15823 92355 7926 54229 35813 60243 4976 21226 21871 17331 14792 45679 2419 65638 5504 41052 191526 2327 53768 18969 1364 19811 17355 7433 10058 22951 406 14962 26116 10568 internal_value=0 -0.0018462 0.0012747 0.00150633 0.0023726 -0.00340634 -0.00147163 -0.00107684 0.0014111 0.000767975 0.00148547 0.000613073 -0.00214979 -0.00499446 -0.00252638 0.00214225 -0.00136876 -0.000234594 0.000172417 -5.58967e-05 0.00155033 -0.0026066 -0.00121109 -0.000935192 0.00266778 0.00210488 -0.00251826 -0.00107691 -0.0012667 -0.00102781 internal_weight=0 13292.6 18913.1 17442 8025.84 4390.11 1471.13 8902.5 4924.33 9416.13 5488.35 3158.08 2450.91 1939.21 2304.86 3550.5 8012.23 3927.78 3311.1 3180.39 890.273 1160.49 7643.25 539.342 2330.27 1803.29 488.984 7279.88 6569.4 5933.49 internal_count=911180 525099 386081 345935 152965 226159 40146 298940 98736 192970 100575 60877 100278 125881 97859 62923 281753 92395 75064 72737 17187 35170 260527 15359 39698 29640 15198 243172 228210 202094 is_linear=0 shrinkage=0.01 Tree=334 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 9 10 9 9 9 9 5 9 10 9 10 10 9 9 9 3 5 9 5 9 9 9 5 9 split_gain=14459.8 3026.66 1028.45 236.279 108.359 89.2884 70.3937 65.9792 44.5121 41.4096 38.7406 36.7534 33.9419 30.2825 25.9684 25.816 23.1495 22.9681 22.666 19.5564 18.5065 17.3208 27.7146 16.5054 16.3932 15.3477 14.429 18.713 21.5506 17.6494 threshold=0.015218299813568552 0.99766892194747936 0.00014260681928130004 0.78322452306747448 0.99997490644454967 0.0011766494717448501 4.8650000000000011 6.1143434777477532e-06 8.2700000000000014 8.2000000000000011 5.8550000000000013 5.5250000000000012 23.500000000000004 5.995000000000001 0.13270235061645502 5.4450000000000012 0.2688089013099671 0.97252115607261669 7.5550000000000006 4.8650000000000011 3.4350000000000005 29.500000000000004 216.50000000000003 5.8750000000000009 52.500000000000007 1.5450000000000002 9.0500000000000025 8.1200000000000028 31.500000000000004 7.6900000000000004 decision_type=2 2 2 2 2 2 8 2 8 10 10 8 2 10 2 10 2 2 8 10 8 8 2 10 2 10 10 10 2 10 left_child=2 3 7 6 18 11 16 -1 9 17 20 -4 -12 -9 15 -8 21 19 -3 -5 -7 22 25 -14 -15 -2 27 29 -29 -16 right_child=1 4 5 8 -6 10 14 13 -10 -11 12 -13 23 24 26 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0098572017185662806 0.0036307586378203382 0.0072333350298951198 -0.0060170599686236725 0.0019451032132124161 0.01073691916187634 -0.0040601610958093601 -0.0001309208125028388 -0.0083373125016728035 0.0075197620688449594 -0.016044178908485366 -0.0014330967819839969 -0.002706388390895475 0.040923323794886286 -0.0059252224645648492 0.0025426032376399321 0.0029470554876039981 0.00082735709528443055 0.0049428482585876137 0.0097805461593298768 0.0041131977347100912 -0.002049677153065017 -0.00022823583666856104 0.0075191667732996074 0.0058044654694238262 0.00065280768286208192 -0.0030997123590187554 0.0072444653700875685 -0.0077010006790467706 0.0089556625986530712 0.012220683158973861 leaf_weight=7196.2472050059587 35.985002487897873 1252.7022745087743 1317.1823361190036 778.31262569129467 6926.3224509228021 646.58489108085632 894.69136455468833 2487.274624241516 358.02528231590986 10.500764034688471 143.5041494499892 449.84474842809141 1.3580516353249539 167.69270457047969 1730.7089806012809 391.83584131672978 1236.2957359105349 1144.0179848335683 484.42975997924805 893.81291690468788 1568.5489154346287 1188.2457791510969 27.699976112693548 91.904004450887442 48.942622453905642 579.37823493592441 66.05295604467392 34.306693702936172 10.040929049253462 19.05050927400589 leaf_count=491840 155 11448 42625 4092 118910 6661 9064 116176 4506 103 1827 8916 28 8219 10058 3211 5990 6935 8439 4007 29775 8420 294 1379 3076 4460 282 153 46 85 internal_value=0 0.00591312 -0.00759494 0.00198306 0.0101768 -0.00346057 0.000848025 -0.00935679 0.00419787 0.00377711 -0.00222557 -0.00517424 0.00161921 -0.00802499 0.00189888 0.000806534 -0.000229924 0.00385102 0.00794367 0.00310403 -0.00263653 -0.000943682 -0.00226568 0.00631585 -0.0044391 -0.00270613 0.00265437 0.00248538 -0.0039297 0.00264797 internal_weight=0 18062.4 14119.1 9398.96 8663.45 4218.93 6214.29 9900.16 3184.67 2826.64 2451.9 1767.03 236.766 2703.91 3146.69 1286.53 3067.6 2816.14 1737.13 1672.13 2215.13 1831.31 643.063 93.2621 216.635 615.363 1860.16 1794.11 44.3476 1749.76 internal_count=911180 200658 710522 61861 138797 91211 42218 619311 19643 15137 39670 51541 3234 127471 22899 12275 19319 15034 19887 8099 36436 13329 4909 1407 11295 4615 10624 10342 199 10143 is_linear=0 shrinkage=0.01 Tree=335 num_leaves=31 num_cat=0 split_feature=5 4 4 1 1 5 4 1 1 1 0 3 1 4 0 3 1 1 1 5 5 4 5 1 4 3 1 1 0 5 split_gain=734.588 155.778 116.99 108.312 114.988 85.4135 68.8183 66.6828 65.9195 65.799 55.3863 55.1086 52.9403 45.8571 41.4488 40.6475 40.2535 33.9392 40.8546 33.5458 27.8512 27.544 26.8903 26.3418 24.439 38.3274 23.3958 34.0543 30.8374 22.365 threshold=3.5000000000000004 1.5000000000000002 2.5000000000000004 0.48581488933601619 0.50144508670520238 51.500000000000007 5.5000000000000009 0.034723896792862259 0.13363095238095238 0.65858556175923211 1.0000000180025095e-35 25.500000000000004 0.98936170212765973 2.5000000000000004 1.0000000180025095e-35 29.500000000000004 0.066767983789260368 0.23271742593182543 0.24494897959183673 1.0000000180025095e-35 303.50000000000006 3.5000000000000004 353.50000000000006 0.43597197376267149 1.5000000000000002 24.500000000000004 0.79193722943722955 0.64326765188834167 1.0000000180025095e-35 1.5000000000000002 decision_type=2 10 10 2 2 2 10 2 2 2 2 8 2 10 2 8 2 2 2 2 2 10 2 2 8 10 2 2 2 2 left_child=2 7 3 8 -5 12 21 20 10 -6 24 29 14 -7 -3 -11 -9 -10 -19 -20 -2 23 26 -4 25 -1 27 28 -18 -12 right_child=1 5 6 4 9 13 -8 16 17 15 11 -13 -14 -15 -16 -17 22 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.001741021363482527 0.0018984815329055413 -0.002948322658484217 0.00080188008761769016 0.003855465590937844 -0.00047417009395065021 -0.0036367069788159072 0.0027299684734643117 -0.0045900048088463978 -0.0023964947623519722 0.00064003729553755362 -0.0016185371558210951 0.0011663325381891408 0.0037333277120334325 -0.0067700811792693206 0.0015157434366115314 0.0028936801837343073 -0.0012178312282809195 0.0056669462466616615 0.00048531207379133616 -0.00200665525640313 -0.0072334630124492932 -0.0040250069342029913 -0.003859295624669596 -0.0037695539796209041 0.0045398608211386056 0.0026417977629213129 0.00066820446238920292 -0.0034552398351833449 0.0015185965600215362 -0.0077347575492515913 leaf_weight=228.64424223452806 852.68534131534398 2057.7932875705883 333.48775046691298 3080.0879779681563 1366.1155571639538 1116.9676318131387 309.06325536780059 365.6416399218142 612.99326270259917 1226.5477315103635 415.3160999212414 2654.9955713776872 145.01918589323759 802.7440844187513 231.38123910967261 2303.0678649712354 5452.15617866721 129.70130457356572 2471.4586337795481 691.29975980520248 34.759230734780431 616.70834835618734 360.333127271384 202.64263971988112 523.12239215429872 1566.8032587068155 706.57591057009995 631.07768240850419 445.47031708061695 69.840174062177539 leaf_count=6689 15823 92355 7926 54229 35813 60243 4976 21226 17331 21871 10496 45679 2419 65638 5504 41052 191526 2327 53768 18969 1364 19811 17355 7433 10058 22951 14962 26116 10568 4702 internal_value=0 -0.00182122 0.00125627 0.00148531 0.00234168 -0.00336977 -0.00146041 -0.00105928 0.000755904 0.00138929 0.00146558 0.000600037 -0.00212593 -0.00494695 -0.00249711 0.00211054 -0.00134911 -0.000236028 0.00016621 -5.93696e-05 0.0015408 -0.00258381 -0.0011931 -0.000925997 0.00263784 0.00208366 -0.00106032 -0.00124739 -0.00101114 -0.00249899 internal_weight=0 13202.6 18801.9 17340 7975.82 4353.91 1461.9 8848.7 9364.17 4895.73 5458.72 3140.15 2434.19 1919.71 2289.17 3529.62 7961.25 3905.45 3292.46 3162.76 887.445 1152.84 7595.61 536.13 2318.57 1795.45 7235.28 6528.7 5897.63 485.156 internal_count=911180 525099 386081 345935 152965 226159 40146 298940 192970 98736 100575 60877 100278 125881 97859 62923 281753 92395 75064 72737 17187 35170 260527 15359 39698 29640 243172 228210 202094 15198 is_linear=0 shrinkage=0.01 Tree=336 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 9 10 9 9 9 9 9 0 4 9 9 10 10 9 4 9 10 3 9 9 9 9 9 4 split_gain=14237.8 3013.57 1027.85 232.458 109.471 88.3442 69.2781 66.5077 44.2162 40.4779 38.2642 36.5247 30.3535 25.7036 29.919 31.3912 22.8323 22.6978 22.6788 19.3118 19.9178 18.3567 17.1861 16.8982 16.8766 15.2388 16.6844 15.6634 19.4515 17.2512 threshold=0.015218299813568552 0.99766892194747936 0.00014260681928130004 0.78322452306747448 0.99997490644454967 0.0011766494717448501 4.8650000000000011 6.1143434777477532e-06 8.2700000000000014 8.2000000000000011 5.8550000000000013 5.5250000000000012 5.995000000000001 1.0000000180025095e-35 1.5000000000000002 5.245000000000001 7.5550000000000006 0.97252115607261669 0.2688089013099671 4.8650000000000011 2.5000000000000004 4.7650000000000006 0.51461192965507518 29.500000000000004 4.8950000000000005 8.1200000000000028 8.3400000000000016 5.4450000000000012 5.455000000000001 3.5000000000000004 decision_type=2 2 2 2 2 2 8 2 8 10 10 8 10 2 10 10 8 2 2 10 10 8 2 8 8 10 10 10 10 10 left_child=2 3 7 6 16 11 18 -1 9 17 21 -4 -9 14 15 24 -3 19 23 20 -5 -7 -15 -2 -8 27 -27 29 -29 -16 right_child=1 4 5 8 -6 10 13 12 -10 -11 -12 -13 -14 22 25 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.0098516123153493847 -0.0022465155334989058 0.0071952464881675851 -0.0059895161213788907 0.0022832309179427056 0.010726629028601772 -0.0035459229926674703 0.0069676229469717759 -0.0083182908116615894 0.0074849546531913285 -0.015759223579110943 0.0016124211209095263 -0.0026835571168824647 -0.0044036693668964445 -0.00050453098933118934 0.00090077879554394797 0.004745564427771601 0.0097620240311837997 0.004904281590587342 0.00081395762309240257 0.0040776532013685621 -0.0051724251296245381 -0.0017230299608928827 0.0030289516450760861 -0.00023302222979746195 0.0015603028785798835 -0.010162612984707225 0.0011925611638185002 0.025679702912331615 0.002785987060191627 -0.0043368496259766839 leaf_weight=7118.938594205305 642.06013885885477 1246.0756684988737 1309.7335975542665 739.7662898004055 6856.9720487706363 1083.9583613835275 61.979805707931519 2466.9060842841864 355.68029708042741 10.602095149457453 236.8386861756444 448.67067671287805 215.36747399810702 601.10565589740872 375.43666404671967 707.90378215536475 480.07240208238363 1140.9787529557943 1235.8436028473079 893.10732904821634 37.655720449984074 1126.5569981113076 178.53061968833208 1188.1053433269262 839.63676489144564 25.846139967441559 25.912638518959284 3.766868967562913 251.32302786037326 75.537902861833572 leaf_count=491840 4909 11448 42625 3915 118910 15980 438 116176 4506 103 3234 8916 11295 3793 3765 4642 8439 6935 5990 4007 177 20456 936 8420 6133 114 132 46 1960 940 internal_value=0 0.005877 -0.00757147 0.00196237 0.01016 -0.00343613 0.000837156 -0.00934597 0.0041623 0.00374353 -0.00220763 -0.00514597 -0.00800397 0.00187944 0.00239808 0.00316948 0.00790911 0.00381708 -0.000232657 0.00307452 0.0019221 -0.00261691 0.000304609 -0.000939398 0.00193202 0.000759731 -0.00447773 0.00114367 0.00312405 2.34799e-05 internal_weight=0 17973.9 14007 9390.78 8583.12 4205.76 6212.99 9801.21 3177.79 2822.11 2447.35 1758.4 2682.27 3146.98 2367.34 1609.52 1726.15 2811.51 3066.01 1670.53 777.422 2210.52 779.636 1830.17 901.617 757.823 51.7588 706.064 255.09 450.975 internal_count=911180 200658 710522 61861 138797 91211 42218 619311 19643 15137 39670 51541 127471 22899 18170 11213 19887 15034 19319 8099 4092 36436 4729 13329 6571 6957 246 6711 2006 4705 is_linear=0 shrinkage=0.01 Tree=337 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 9 10 9 9 9 9 9 10 9 9 10 10 9 4 9 3 4 3 9 9 9 4 9 0 split_gain=14037.4 3001.49 1027.94 228.587 110.603 87.4765 67.8305 67.0491 44.0012 39.4089 37.5966 36.2779 30.3259 25.3482 25.0338 23.0045 22.4367 22.2345 18.9238 19.5318 18.162 16.5922 15.2906 14.1523 14.0766 17.9414 17.2415 14.0862 14.0624 12.1112 threshold=0.015218299813568552 0.99766892194747936 0.00014260681928130004 0.78322452306747448 0.99997490644454967 0.0011766494717448501 4.8650000000000011 6.1143434777477532e-06 8.2700000000000014 8.2000000000000011 5.8550000000000013 5.5250000000000012 5.995000000000001 0.13270235061645502 5.4450000000000012 7.5550000000000006 0.97252115607261669 0.2688089013099671 4.8650000000000011 2.5000000000000004 3.4350000000000005 29.500000000000004 3.5000000000000004 17.500000000000004 9.0500000000000025 8.1200000000000028 7.6900000000000004 2.5000000000000004 1.6450000000000002 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 8 2 8 10 10 8 10 2 10 8 2 2 10 10 8 8 10 10 10 10 10 10 10 2 left_child=2 3 7 6 15 11 17 -1 9 16 20 -4 -9 14 -8 22 18 21 19 23 -7 28 -3 -5 25 26 29 -27 -2 -15 right_child=1 4 5 8 -6 10 13 12 -10 -11 -12 -13 -14 24 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.0098463092443277986 0.0033247083106232415 0.0073875497610833545 -0.0059621687766255541 0.010944086475509899 0.010716409866577356 -0.0040105075410810133 -0.00014304896863353366 -0.0082996260866207618 0.0074524172339154506 -0.015422072462828238 0.0015942677702499898 -0.0026624672555409733 -0.0043780224581570666 0.0029922122373537939 0.0028845477226053006 0.0097435938890966575 0.0048660206744497907 0.00080577275151900237 0.0040385618104757789 -0.0051223195921473921 -0.0020139835818906017 -0.00023071753329585942 0.0017896870028955448 0.0020414826828683598 0.0071411824210634942 0.0036464800021482995 0.012049938846496043 -0.0080682824493776215 -0.0026217022751142999 0.0010901577217006552 leaf_weight=7051.881009247154 42.59914892911911 1189.2053400725126 1302.619450670667 18.309802025556564 6795.1853517852724 643.11801158823073 894.98284342885017 2447.8250166419894 353.67097099125385 10.724908292293547 237.13861532881856 447.70728534832597 214.46735744457692 1278.0871543958783 393.04352981597185 476.19013042747974 1138.463298548013 1235.9127662703395 892.73653647303581 37.643879733979702 1562.9291658457369 1187.9745428152382 50.883304100483656 720.9409713447094 66.001819178462029 16.074917480349541 19.089304029941559 28.395464323461056 598.69970985688269 453.56664010882378 leaf_count=491840 186 11089 42625 105 118910 6661 9064 116176 4506 103 3234 8916 11295 7642 3211 8439 6935 5990 4007 177 29775 8420 359 3810 282 72 85 127 4723 2416 internal_value=0 0.00584299 -0.00754959 0.00194355 0.0101435 -0.00341178 0.000828581 -0.00933584 0.00412761 0.00371046 -0.00218931 -0.00511815 -0.00798371 0.00185929 0.000780828 0.00787528 0.00378353 -0.000230395 0.00304542 0.00190418 -0.00259602 -0.000930462 0.00715786 0.00226198 0.00260563 0.00243888 0.00259821 -0.00383369 -0.0022267 0.00249401 internal_weight=0 17898.4 13907.7 9386.92 8511.46 4193.51 6214.43 9714.17 3172.49 2818.82 2443.19 1750.33 2662.29 3149.24 1288.03 1716.28 2808.09 3065.19 1669.63 776.895 2206.05 1829.27 1240.09 739.251 1861.22 1795.21 1750.74 44.4704 641.299 1731.65 internal_count=911180 200658 710522 61861 138797 91211 42218 619311 19643 15137 39670 51541 127471 22899 12275 19887 15034 19319 8099 4092 36436 13329 11448 3915 10624 10342 10143 199 4909 10058 is_linear=0 shrinkage=0.01 Tree=338 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 1 10 3 1 4 1 4 3 4 10 1 1 1 3 3 4 1 3 4 1 4 split_gain=13839.8 2989.16 1028.02 224.76 111.721 86.6624 67.5914 41.5188 29.1229 15.8419 14.0137 13.9917 15.0485 12.0892 11.6396 17.0665 13.0365 11.5816 10.0707 9.59991 20.41 13.8017 13.4873 11.5342 8.40998 19.5294 9.48045 8.57156 7.69788 10.6187 threshold=0.015218299813568552 0.99766892194747936 0.00014260681928130004 0.78322452306747448 0.99997490644454967 0.00099748477805400022 5.1029428504989491e-06 0.18897357583045957 0.97252115607261669 0.13712060166532367 0.0043998162727802515 21.500000000000004 0.98936170212765973 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 27.500000000000004 2.5000000000000004 3.4846319977077662e-05 0.68772163120567387 0.68438714235252573 0.77842377260981921 25.500000000000004 28.500000000000004 2.5000000000000004 0.81291666666666684 29.500000000000004 4.5000000000000009 0.15831244778613199 7.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 8 2 10 2 10 10 8 2 2 2 2 10 8 10 2 8 10 2 8 left_child=2 3 6 7 17 -4 -1 13 11 14 -11 12 -5 -2 16 -16 -7 -3 -8 20 -9 -21 -23 -22 -10 27 -27 -26 -13 -30 right_child=1 4 5 8 -6 9 18 19 24 10 -12 28 -14 -15 15 -17 -18 -19 -20 21 23 22 -24 -25 25 26 -28 -29 29 -31 leaf_value=-0.0098631934222982113 0.00015047027830350984 0.0081294586602273598 -0.0052134662957924504 0.0062276355888290207 0.01070626989436666 -0.0060748724387294862 -0.0085137655734574529 0.001792319548221639 0.0055095069107165785 -0.0035405646180297476 -0.0018092525117343944 0.0039848675406445513 -0.0045761381553700237 -0.0025671003738840298 0.0031834790792062977 -0.0040245043949188345 -0.0011379322133989692 0.0054834798737615756 -0.0072936327990621667 -0.0021889640274807389 0.024141771121996291 -0.0047950210702283605 0.0023364741199093826 0.0053580714498504189 0.0023209969731129176 -0.017960737309944356 -0.00048703092441894672 0.0076602447265410323 0.0025521818580442131 -0.012917503519829154 leaf_weight=6820.7204475505278 2915.347269423306 1520.8430731482804 1602.8208949482068 216.89981530234218 6733.9119396936148 60.357448598369956 1670.3565114736557 2685.9585764557123 1173.8305285461247 1000.0617884192616 877.96454697102308 498.7884563356638 13.707423202693461 173.43332848511636 125.99256172776222 44.433148372918367 469.84543911367655 185.6114200539887 1136.8884954135865 151.17890286818147 6.2404362559318516 29.715665351599455 246.54728370159864 6.8657532781362542 91.287662833929062 6.065789029002187 6.3611481711268434 44.835139475762844 1110.9740975983441 4.4549940340220919 leaf_count=482063 23797 17948 48202 1094 118910 768 88563 14095 8773 20935 13088 2817 77 2016 2014 1035 5169 1939 48685 863 30 148 1230 39 513 65 53 283 5943 25 internal_value=0 0.00580929 -0.00752758 0.00192504 0.0101271 -0.00338745 -0.00932566 0.000820176 0.00409321 -0.00225245 -0.00273119 0.00328135 0.00558545 -2.11982e-06 -0.000969191 0.00130422 -0.00169995 0.00784165 -0.00801963 0.00163255 0.00185306 0.000240124 0.00156939 0.0143018 0.00522581 0.00298407 -0.00901623 0.0040796 0.00295218 0.0024904 internal_weight=0 17822.9 13809.4 9382.49 8440.37 4181.48 9627.97 6215.29 3167.21 2578.65 1878.03 1844.82 230.607 3088.78 700.629 170.426 530.203 1706.45 2807.25 3126.51 2699.06 427.442 276.263 13.1062 1322.38 148.55 12.4269 136.123 1614.22 1115.43 internal_count=911180 200658 710522 61861 138797 91211 619311 42218 19643 43009 34023 9956 1171 25813 8986 3049 5937 19887 137248 16405 14164 2241 1378 69 9687 914 118 796 8785 5968 is_linear=0 shrinkage=0.01 Tree=339 num_leaves=31 num_cat=0 split_feature=9 9 9 9 9 4 0 9 9 0 9 9 4 9 3 9 4 4 4 9 4 9 9 3 9 4 9 4 4 0 split_gain=2376.71 253.71 227.187 155.505 132.312 99.2663 74.2224 63.7363 61.3253 46.5846 44.0055 66.5905 41.7165 35.5994 36.7228 32.3463 35.7268 29.829 28.627 28.0005 27.8491 24.7019 45.8686 24.2469 24.0162 23.5097 31.8478 23.0736 34.9687 50.0397 threshold=2.9750000000000005 3.8350000000000004 1.3750000000000002 5.5050000000000008 9.1600000000000019 1.5000000000000002 1.0000000180025095e-35 6.2550000000000008 4.5150000000000006 1.0000000180025095e-35 4.7650000000000006 4.995000000000001 1.5000000000000002 4.9850000000000012 23.500000000000004 5.5750000000000011 3.5000000000000004 4.5000000000000009 2.5000000000000004 2.6250000000000004 2.5000000000000004 4.8950000000000005 4.8650000000000011 29.500000000000004 4.6050000000000013 11.500000000000002 4.9150000000000009 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 decision_type=10 10 10 10 10 10 2 10 10 2 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 2 left_child=2 20 6 5 7 8 18 12 -3 24 -10 13 -5 14 -12 16 -14 -17 -1 -4 -2 22 -16 -6 -7 -11 -27 -9 -29 -30 right_child=1 3 19 4 23 9 -8 27 10 25 11 -13 15 -15 21 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31 leaf_value=0.0047277615204473688 0.00053514552145874836 -0.00077824976340490001 0.003154344705906924 -0.00046814395988568333 -0.0068439311375510237 -0.003122259801329057 0.0070043944400544136 -0.00029691133183001715 -0.0051905263206011689 -0.0025164959589828811 -0.0059598981884070711 -0.0033378253612301174 0.0024902603157377834 0.0027981078253375958 -0.0022196293323252783 -0.0043181485798213575 -0.0072100421406909093 0.0029522959272629602 -0.00058995213406854601 0.0015890247741751986 -0.0033019063683243054 -0.0021984324486887179 0.0031034577198561842 -0.0016409497050003886 -0.0052953148700981487 -0.0034635228375271029 0.014603603857818854 0.0036460012248494588 -0.0010594021709253345 0.0061667993835419974 leaf_weight=3030.7665462139994 3976.1159255327657 1817.0957051506266 2597.2532358821481 1477.2591078914702 420.72784034814686 635.21569690294564 2030.0388578735292 1200.6214788053185 720.72689841873944 721.42165860533714 166.05376437865198 3651.4422397324815 175.75866759382188 218.17152059823275 322.71965789888054 860.04286404326558 48.430929605849087 60.393582259304821 104.73215443827212 2040.6355907842517 198.60200464911759 771.49374211393297 324.8004975290969 113.79298190958798 2551.2006791085005 19.772888787090778 19.260542215779424 510.13635868486017 559.90188658889383 115.61652070656419 leaf_count=49778 65102 46331 36373 46342 36904 24743 39037 40670 27630 19477 7034 144937 6461 5286 10648 43744 4122 1407 1374 27106 5172 25283 7530 6334 148285 431 201 12004 19923 1511 internal_value=0 -0.0018623 0.00407219 -0.00239122 -0.00100699 -0.00303382 0.00551465 -0.000502233 -0.00239306 -0.00433138 -0.00286822 -0.00256137 -0.00157847 -0.000989101 -0.00151038 -0.00301146 0.000394736 -0.00384111 0.00455014 0.00246562 0.000352607 -0.000989695 0.000450467 -0.00573628 -0.00486211 -0.00210751 0.00545147 0.000680266 0.00166978 0.000177379 internal_weight=0 21656.8 9803.43 17482.1 5542.68 11939.4 5165.54 5008.16 7992.5 3946.87 6175.41 5454.68 2621.89 1803.24 1585.07 1144.63 224.19 920.436 3135.5 4637.89 4174.72 1419.01 647.52 534.521 3186.42 760.455 39.0334 2386.28 1185.65 675.518 internal_count=911180 757512 153668 687238 219422 467816 90189 176184 274679 193137 228348 200718 102076 55781 50495 55734 10583 45151 51152 63479 70274 43461 18178 43238 173028 20109 632 74108 33438 21434 is_linear=0 shrinkage=0.01 Tree=340 num_leaves=31 num_cat=0 split_feature=9 5 9 9 9 9 4 9 1 5 1 4 5 1 3 3 9 5 9 1 4 9 9 3 1 9 4 4 9 4 split_gain=2333.24 268.225 224.403 214.258 111.154 157.097 93.2453 83.3217 77.8922 60.8412 56.9136 56.4787 52.269 53.6604 42.3992 42.0438 38.7075 36.8509 35.6611 45.3165 35.2364 38.3107 84.5521 34.3 30.8051 55.4672 64.2213 42.6346 29.8494 52.6472 threshold=2.9750000000000005 53.500000000000007 1.3750000000000002 4.1150000000000011 3.8350000000000004 5.5050000000000008 1.5000000000000002 9.1600000000000019 0.028778467908902653 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 30.500000000000004 0.76024883359253514 26.500000000000004 29.500000000000004 4.5150000000000006 35.500000000000007 1.0000000180025095e-35 0.7003401360544218 11.500000000000002 5.3350000000000009 5.3550000000000013 29.500000000000004 0.61572802197802212 5.955000000000001 1.5000000000000002 5.5000000000000009 6.2550000000000008 1.5000000000000002 decision_type=10 2 10 10 10 10 10 10 2 2 2 10 2 2 8 8 10 2 8 2 10 10 10 8 2 10 10 10 10 10 left_child=2 4 12 -3 -2 6 15 28 10 20 -5 -9 13 18 -15 -6 -17 -13 19 -1 21 -8 -23 -14 -10 -26 -27 -28 -7 -30 right_child=1 3 -4 8 5 7 9 11 24 -11 -12 17 23 14 -16 16 -18 -19 -20 -21 -22 22 -24 -25 25 26 27 -29 29 -31 leaf_value=0.0045813916026644363 0.00033647815884770319 2.399396064858698e-05 0.0024421736468890555 -0.0058585425407116981 -0.0026877118219403246 -0.00050528912970899075 -0.0034490693054721605 -0.0071509879820171041 -0.0060544347408852109 -0.0055119319960484523 0.0045998317011173278 0.0042021017284667381 0.0059480671614972813 -0.00053853765942615014 0.0047727567735279313 0.00075990395296886618 -0.0016029939980423966 -0.010354623148929763 0.0065891860609255948 -0.0064290661937467025 0.0075293376846271845 0.0076142289529381622 -0.0040836285198384116 0.00029005605915545442 -0.0056181201839245222 0.0080679687015585994 -0.0079764721059103361 0.036290545958238836 -0.00050732190713573863 0.0028320685676189207 leaf_weight=332.15352319926023 3389.4693660438061 990.54204230755568 4635.5976740140468 85.490794479846954 2667.6681345943362 1977.4009191226214 1500.3611293677241 260.35921307187527 2730.4366101380438 1265.0935316989198 132.96096580754966 89.363383165560663 165.77006160467863 201.56650544703007 590.92971777543426 900.11676053423434 3016.9184309858829 21.59305911604315 3515.6242465339601 42.120809894055128 33.393786114640534 105.20675084274262 149.72325816750526 302.95585789531469 284.45867549069226 77.538753557018936 51.918225901201367 2.2708762213587752 896.45831196848303 997.34673124738038 leaf_count=4960 53003 24330 63479 2760 89844 59404 50558 20991 190022 69182 3153 2039 2075 2610 10083 18283 88208 2528 65651 542 432 1589 4819 4268 19155 1005 4246 31 30083 21847 internal_value=0 -0.00184632 0.0040384 -0.00406395 -0.00128704 -0.00168347 -0.00238927 -7.99754e-05 -0.00526727 -0.00383357 0.000506961 -0.00460498 0.00547487 0.00579358 0.00342186 -0.00171944 -0.00106001 0.00136924 0.00627678 0.00334228 -0.0026465 -0.0028401 0.000743946 0.00229107 -0.00566814 -0.00313382 0.00223087 -0.0061214 0.00035405 0.00125132 internal_weight=0 21626.1 9786.72 4355.62 17270.5 13881 9638.48 4242.52 3365.07 3053.78 218.452 371.316 5151.12 4682.39 792.496 6584.7 3917.04 110.956 3889.9 374.274 1788.68 1755.29 254.93 468.726 3146.62 416.187 131.728 54.1891 3871.21 1893.81 internal_count=911180 757512 153668 244702 512810 459807 322915 136892 220372 126580 5913 25558 90189 83846 12693 196335 106491 4567 71153 5502 57398 56966 6408 6343 214459 24437 5282 4277 111334 51930 is_linear=0 shrinkage=0.01 Tree=341 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 9 10 9 9 9 9 9 5 0 4 9 9 10 10 9 9 4 5 2 9 10 9 4 5 split_gain=13585.7 2958.25 1024.52 220.978 112.729 85.7231 68.0736 68.0366 42.4447 38.0815 38.0255 34.7317 32.7904 32.0854 25.6783 28.5269 30.6226 23.0729 21.6357 21.5346 20.3152 19.1319 18.9103 16.8546 55.4312 64.319 16.8485 16.3152 15.1218 29.9526 threshold=0.015218299813568552 0.99766892194747936 0.00014260681928130004 0.78322452306747448 0.99997490644454967 0.00099748477805400022 4.8650000000000011 5.1029428504989491e-06 8.2700000000000014 5.5250000000000012 8.2000000000000011 5.8550000000000013 5.995000000000001 15.500000000000002 1.0000000180025095e-35 1.5000000000000002 5.245000000000001 7.5550000000000006 0.97252115607261669 0.2688089013099671 3.6650000000000005 4.8650000000000011 2.5000000000000004 52.500000000000007 0.34514106583072107 8.0200000000000014 0.51461192965507518 4.8950000000000005 2.5000000000000004 103.50000000000001 decision_type=2 2 2 2 2 2 8 2 8 8 10 10 10 2 2 10 10 8 2 2 8 10 10 2 2 8 2 8 10 2 left_child=2 3 7 6 17 9 19 -1 10 -4 18 20 -9 -13 15 16 27 28 21 -2 -7 22 -5 -14 25 -25 -16 -8 -3 -30 right_child=1 4 5 8 -6 11 14 12 -10 -11 -12 13 23 -15 26 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.0098566969777156861 -0.00093131158168381981 0.0074207727900446009 -0.0060964280010047198 0.0022117240897448457 0.010694913735908815 -0.0039503905876967695 0.0068411018292311452 -0.0083212924675482997 0.007364645141765094 -0.0025608073609732435 -0.014989802467497983 -0.0022048780667291465 -0.0058358473873161201 0.0049846468003726966 -0.00052592830177403908 0.00076879854419465029 0.0046784463971023859 0.0096988656060685904 0.0047998354903515525 0.00077832805093916023 -0.001960406207147351 0.0040073104422278585 -0.0050613564945706721 0.02085953380177925 -0.0016464448570218798 0.14731356079929098 0.002978319831338411 0.0015329130261691694 0.0050117396052010111 -0.014823212509739003 leaf_weight=6724.0294385896996 1827.2289634458721 1123.7599412426353 1184.1837116796523 737.00644011050463 6637.791065974161 764.79526457563043 62.201678343117237 2552.9202650152147 347.71815637126565 410.15037272963673 10.889170579612253 126.65870729647577 176.00973539520055 121.73379468545318 599.28534101322293 755.67019014619291 709.05612175539136 465.70090804994106 1132.7860044874251 1234.5485232919455 1558.2196498475969 891.71203130483627 37.571190901100636 1.9328337348997586 49.281219240278006 0.50793186761438835 177.94616292417049 837.84849144518375 94.838710397481918 8.2777989506721479 leaf_count=482063 13329 10768 39845 3915 118910 8626 438 124835 4506 8357 103 1609 9020 1881 3793 6957 4642 8439 6935 5990 30893 4007 177 119 3243 31 936 6133 643 37 internal_value=0 0.00577268 -0.00750025 0.00191531 0.0101075 -0.00336508 0.00081919 -0.00931262 0.00406882 -0.00518687 0.00366098 -0.00223553 -0.00799696 0.00131861 0.00185325 0.00237152 0.00312419 0.0078038 0.00373354 -0.000241963 -0.00261556 0.00300864 0.00185894 -0.0043611 0.000657447 0.0471751 0.000276365 0.00189976 0.00708447 0.00341947 internal_weight=0 17691.8 13670.4 9361.47 8330.37 4165.74 6203.79 9504.68 3157.68 1594.33 2809.96 2571.41 2780.65 248.393 3142.01 2364.78 1609.11 1692.58 2799.08 3061.78 2323.01 1666.29 774.578 227.732 51.722 2.44077 777.232 900.05 1226.88 103.117 internal_count=911180 200658 710522 61861 138797 91211 42218 619311 19643 48202 15137 43009 137248 3490 22899 18170 11213 19887 15034 19319 39519 8099 4092 12413 3393 150 4729 6571 11448 680 is_linear=0 shrinkage=0.01 Tree=342 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 9 9 9 9 9 9 10 9 9 10 10 9 4 9 1 9 4 9 1 9 4 1 1 split_gain=13393.8 2946.04 1024.48 217.28 113.811 84.9149 68.5865 66.6583 42.2267 37.0401 36.3495 35.0868 32.7605 24.5414 24.3764 23.2229 21.3842 21.1124 18.7487 18.5438 18.3975 16.1733 17.0644 15.0046 19.8427 13.9267 16.9317 13.0267 12.8751 14.3167 threshold=0.015218299813568552 0.99766892194747936 0.00014260681928130004 0.78322452306747448 0.99997490644454967 0.0011766494717448501 5.1029428504989491e-06 4.8650000000000011 8.2700000000000014 8.2000000000000011 5.8550000000000013 5.5250000000000012 5.995000000000001 0.13270235061645502 5.4450000000000012 7.5550000000000006 0.97252115607261669 0.2688089013099671 4.8650000000000011 2.5000000000000004 3.4350000000000005 0.72245564892623726 9.0500000000000025 2.5000000000000004 6.8250000000000011 0.31296641791044782 8.1200000000000028 4.5000000000000009 0.52404068423485917 0.77842377260981921 decision_type=2 2 2 2 2 2 2 8 8 10 10 8 10 2 10 8 2 2 10 10 8 2 10 10 10 2 10 10 2 2 left_child=2 3 6 7 15 11 -1 17 9 16 20 -4 -8 14 -9 23 18 -2 19 -5 -7 22 25 -3 -25 26 -15 -23 -19 -30 right_child=1 4 5 8 -6 10 12 13 -10 -11 -12 -13 -14 21 -16 -17 -18 28 -20 -21 -22 27 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.0098515665815199337 -0.00092242258884495142 0.0073843230260554919 -0.0058778502786490574 0.0021911025651740125 0.010684935776495446 -0.003965005202003961 -0.0083027796432006227 -0.00014354838730692196 0.0073321673649304146 -0.014678946059222125 0.0015820719460329126 -0.0026190148359246795 -0.0043356571077685481 0.0020900062094311544 0.0028437947079742848 0.0096804131172815566 0.0047622454575195735 0.0013968899242131005 0.0039689087648551932 -0.0050123909155512852 -0.0019497525828830026 0.00045710208733580561 0.0080220990315676022 0.0043635226043438544 -0.016488802506650146 0.0037099742733982671 -0.0058164586889393501 -0.012285250157738752 -0.002452434478893476 0.001828033218794966 leaf_weight=6660.573720401153 1826.393042748794 1118.0426058396697 1280.3982647126541 736.50586584210396 6577.8501448910683 639.87556916475296 2533.1257348516956 891.94001943059266 345.77555018663406 11.00796717405319 237.29195324331522 445.27975364588201 226.79804580286145 826.16829220950603 393.72290676832199 461.94157891348004 1130.3226085938513 897.09136966988444 891.33838018774986 37.558899737894535 1551.1146754752845 200.62942358851433 62.584815934300423 98.086489014327526 4.7861077710986129 732.64628446474671 28.003482863306999 8.3571363463997823 214.6645442917943 122.8574388846755 leaf_count=482063 13329 10768 42625 3915 118910 6661 124835 9064 4506 103 3234 8916 12413 4435 3211 8439 6935 4344 4007 177 29775 1152 268 649 31 4604 126 39 1060 586 internal_value=0 0.00573902 -0.00747806 0.00189696 0.0100912 -0.00334095 -0.00930231 0.000810825 0.00403479 0.00362857 -0.00213566 -0.00503697 -0.00797678 0.00183351 0.000771299 0.00777063 0.00370065 -0.000239605 0.00298014 0.00184158 -0.0025383 0.00256836 0.00290043 0.00704805 0.00339338 0.00269843 0.0018308 -5.24502e-05 0.000770504 -0.000894351 internal_weight=0 17618.3 13574.5 9357.57 8260.71 4153.96 9420.5 6205.06 3152.51 2806.73 2428.28 1725.68 2759.92 3144.05 1285.66 1682.86 2795.73 3061.01 1665.4 774.065 2190.99 1858.39 1649.4 1220.92 102.873 1586.82 854.172 208.987 1234.61 337.522 internal_count=911180 200658 710522 61861 138797 91211 619311 42218 19643 15137 39670 51541 137248 22899 12275 19887 15034 19319 8099 4092 36436 10624 9433 11448 680 9165 4561 1191 5990 1646 is_linear=0 shrinkage=0.01 Tree=343 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 9 10 1 9 9 9 9 4 9 9 9 3 9 9 9 1 9 1 1 4 3 1 9 split_gain=13204.5 2933.6 1024.38 213.634 114.912 84.1327 69.1363 68.3021 45.0578 42.1072 39.5222 37.5954 33.5167 32.7294 29.1307 23.599 23.3755 19.7985 17.7219 24.8 17.3385 27.9657 18.4763 31.4394 15.2731 26.3649 14.915 14.4039 14.3793 23.5382 threshold=0.015218299813568552 0.99766892194747936 0.00014260681928130004 0.8784809708595277 0.99997490644454967 0.00099748477805400022 5.1029428504989491e-06 5.2550000000000008 0.094556797295808764 0.73701079622132271 9.0500000000000025 5.5250000000000012 5.8550000000000013 5.995000000000001 1.5000000000000002 3.3250000000000006 7.5550000000000006 3.6650000000000005 27.500000000000004 5.1450000000000005 4.8650000000000011 3.6650000000000005 0.88956639566395668 6.1150000000000011 0.86715686274509818 0.52193151212004629 3.5000000000000004 29.500000000000004 1.0000000180025095e-35 6.0750000000000011 decision_type=2 2 2 2 2 2 2 10 2 2 8 8 10 10 10 8 8 8 10 8 10 10 2 10 2 2 10 10 2 10 left_child=2 3 6 7 16 11 -1 8 -2 14 20 -4 17 -8 28 24 26 -7 19 -17 21 -5 -22 -24 25 -10 -3 -19 29 -9 right_child=1 4 5 10 -6 12 13 9 15 -11 -12 -13 -14 -15 -16 18 -18 27 -20 -21 22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0098464243690581706 -0.00093128725336548424 0.0072421192784451237 -0.0060429961798765513 0.0043114124921916266 0.010675033041424515 -0.003895282388544803 -0.0082841974054701645 0.0039595634453754172 0.00031122994303042111 -0.0023030966511493993 0.0080052299398863953 -0.0025196112618642349 0.0012886595444435028 -0.0043101616053131901 0.0014453804999342045 -0.0022745740844150285 0.0096619600436250105 -0.0031896040431659244 0.0019032154847139554 0.0039589295950428188 0.0050695388348649048 0.00085394409760275989 0.006589712359197481 -0.0044187062360649685 0.003287560959719995 -0.0035918729505696884 0.0016901154659681558 -0.0011920666265954494 0.0052989784914560488 -0.0037375138234401963 leaf_weight=6597.7265103943646 1671.0811770632863 1164.564636003226 1171.3171225171536 588.44895013421774 6518.4104171060026 760.32588387280703 2513.518075671047 206.7792521417141 773.30060502886772 144.38877732492983 267.43100848048925 408.44209898263216 248.92849355004728 225.86291371937841 498.73874933831394 237.37588507682085 458.21428208053112 570.59720342792571 2214.1723456084728 87.296258177608252 1166.1547288224101 388.32324297726154 48.30485700070858 56.041765809059143 114.93719031661749 222.96254535764456 50.483998771756887 982.66731551848352 618.43431709706783 49.179528817534447 leaf_count=482063 14930 11089 39845 4474 118910 8626 124835 1009 3631 865 3842 8357 3490 12413 3875 1466 8439 11672 13175 561 5652 1746 250 461 554 1010 359 19221 4136 224 internal_value=0 0.00570556 -0.0074558 0.00187885 0.010075 -0.00331693 -0.00929196 0.000962396 0.000428696 0.0028338 0.00437111 -0.00513204 -0.00219795 -0.00795654 0.00337395 0.00105133 0.00773727 -0.00257309 0.00158329 -0.00059854 0.00393864 0.00293687 0.00470881 0.000677387 -0.000164071 -0.00056228 0.00701144 -0.00192587 0.00447398 0.00248066 internal_weight=0 17545 13479.4 9353.35 8191.67 4142.28 9337.11 6838.65 5321.13 1517.52 2514.7 1579.76 2562.52 2739.38 1373.13 3650.04 1673.26 2313.59 2538.84 324.672 2247.27 976.772 1270.5 104.347 1111.2 996.263 1215.05 1553.26 874.393 255.959 internal_count=911180 200658 710522 61861 138797 91211 619311 45436 35327 10109 16425 48202 43009 137248 9244 20397 19887 39519 15202 2027 12583 6220 6363 711 5195 4641 11448 30893 5369 1233 is_linear=0 shrinkage=0.01 Tree=344 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 1 3 5 5 5 5 5 1 5 4 5 4 1 1 1 1 3 10 1 0 4 split_gain=13018.4 3017.91 922.369 223.425 116.029 71.7068 69.689 40.3721 31.674 17.4024 12.8256 15.7471 12.829 11.7072 11.5885 10.5348 20.7562 11.4244 10.0045 30.8007 9.9423 17.0516 9.58384 35.7504 15.3866 11.2682 9.20396 8.99947 24.5826 14.0925 threshold=0.011652591172605703 0.99766892194747936 0.00014260681928130004 0.65440738201141369 0.99997490644454967 0.00099748477805400022 6.1143434777477532e-06 0.97252115607261669 0.13270235061645502 0.18142633228840127 21.500000000000004 6.5000000000000009 497.50000000000006 956.50000000000011 353.50000000000006 5.5000000000000009 0.41699475065616803 313.50000000000006 2.5000000000000004 103.50000000000001 1.5000000000000002 1.0000000180025095e-35 0.68772163120567387 0.68438714235252573 0.81866537717601562 28.500000000000004 3.4846319977077662e-05 0.15018796992481201 1.0000000180025095e-35 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 2 8 2 10 2 2 2 2 8 2 2 2 8 left_child=2 3 6 8 13 -4 -1 10 -2 20 11 -5 27 18 -9 22 17 -17 -3 -20 21 -7 23 -10 -24 -25 -8 28 -12 -29 right_child=1 4 5 7 -6 9 26 14 15 -11 12 -13 -14 -15 -16 16 -18 -19 19 -21 -22 -23 24 25 -26 -27 -28 29 -30 -31 leaf_value=-0.0098181380894859071 -0.00020800951930850374 0.008017902443475472 -0.0051043482572929299 0.0029919000373204445 0.010665204466871135 -0.0014136341205043276 -0.0083998948370031436 0.0052050088132772196 0.0010332436880600728 -0.0028874235632762092 0.0053339372536505411 0.0076478561136886503 -0.0065124894287876493 -0.0087973515221989942 -0.0023568306608665319 0.0037610518727434635 0.00043705358730004358 -0.0025843745538244572 0.0063993675169566021 -0.013977417014102642 -0.0031844794137370694 0.0026948244149427526 -0.0036027880364022285 0.030327063233865303 0.0011248350581811778 0.0076498981239049519 -0.0071889824492597293 0.0025966514993357114 0.0014895857268061674 -0.00073092480806263187 leaf_weight=6694.7644268739969 2842.9383303299546 1478.7166817225516 1572.4851325601339 182.24536947533488 6459.4686684999615 368.73759818822145 1456.8960975566879 1286.4806877225637 1714.1590615622699 1622.1374607402831 385.36853631213307 120.7848234474659 15.164174795150755 4.2884759232401839 20.590528845787048 515.51001460850239 411.469402667135 30.025971319526434 173.02653519809246 7.7503051087260237 154.58642124757171 139.13867486268282 118.11578832566738 5.3108646720647785 165.02702154964209 3.7301721572875985 1102.8542005233467 1373.6484526433051 292.648078083992 140.2679848857224 leaf_count=491840 25724 17926 48202 963 118910 4212 78786 9589 8742 30340 1945 550 77 28 98 3165 2751 235 1898 35 2719 2534 659 29 801 21 48685 7246 1757 713 internal_value=0 0.00557022 -0.00756927 0.0017815 0.0100587 -0.00346088 -0.00928156 0.00366072 0.000546057 -0.00232968 0.0029186 0.00484772 0.00265374 0.00770378 0.00508589 0.00126948 0.00213279 0.0034118 0.00774642 0.00552577 -0.000963953 -0.000288074 0.000857692 0.00113785 -0.000847339 0.0209709 -0.00787818 0.00271715 0.00367462 0.00228834 internal_weight=0 17746.7 13111.6 9623.49 8123.25 3857.09 9254.51 3817.2 5806.29 2284.6 2510.13 303.03 2207.1 1663.78 1307.07 2963.35 957.005 545.536 1659.49 180.777 662.463 507.876 2006.34 1723.2 283.143 9.04104 2559.75 2191.93 678.017 1513.92 internal_count=911180 203862 707318 65065 138797 88007 619311 22938 42127 39805 13251 1513 11738 19887 9687 16403 6151 3400 19859 1933 9465 6746 10252 8792 1460 50 127471 11661 3702 7959 is_linear=0 shrinkage=0.01 Tree=345 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 9 9 9 0 4 9 9 10 9 9 9 9 1 9 10 9 1 2 9 1 9 1 4 split_gain=12835 3004.08 922.519 219.797 117.163 71.0014 70.2397 65.7384 42.0483 37.5534 35.8327 37.248 33.0494 32.9351 27.4085 23.8374 18.4967 17.859 21.1919 19.2968 31.1682 16.4176 15.6157 34.7464 20.0792 21.1745 15.5615 25.5617 15.4341 14.8195 threshold=0.011652591172605703 0.99766892194747936 0.00014260681928130004 0.78322452306747448 0.99997490644454967 0.00099748477805400022 5.1029428504989491e-06 4.8650000000000011 9.0500000000000025 5.5250000000000012 1.0000000180025095e-35 1.5000000000000002 5.4050000000000011 5.995000000000001 0.2688089013099671 7.5550000000000006 8.8450000000000006 4.8650000000000011 4.455000000000001 0.88956639566395668 6.1150000000000011 0.98755538463592529 5.245000000000001 0.72245564892623726 0.45488466757123475 4.8950000000000005 0.49844720496894418 5.285000000000001 0.13712060166532367 2.5000000000000004 decision_type=2 2 2 2 2 2 2 10 8 8 2 10 10 10 2 8 8 10 10 2 10 2 10 2 2 10 2 10 2 10 left_child=2 3 6 7 15 9 -1 14 17 -4 11 22 28 -8 -2 29 -12 18 21 -19 -21 -5 24 26 -9 -26 -24 -28 -7 -3 right_child=1 4 5 8 -6 12 13 10 -10 -11 16 -13 -14 -15 -16 -17 -18 19 -20 20 -22 -23 23 -25 25 -27 27 -29 -30 -31 leaf_value=-0.0098361148511017082 -0.0008080290101655786 0.0072727449126780324 -0.0059927881448561581 0.0025158976466167406 0.010655448871492191 -0.0012615752925589378 -0.0082475094758640149 0.0043570608384200168 0.0074091041264878824 -0.0024586807694819638 -0.00043771164342050267 0.0005823865933499002 0.0004011657317683841 -0.0042368293822813907 0.00094872687301084124 0.0096291666941169425 0.018645998354704402 0.0045760330985711315 -0.00030377715053636601 0.0054698151439858886 -0.0047410702490957883 0.0054271055762131828 0.0043302047229624189 -0.0025433950593873301 0.0081450802848139579 0.00017885848622731384 0.019358191053473323 0.0064496141544329146 -0.0033566878449906219 0.0032906281913748616 leaf_weight=6473.9794161994942 2339.2910950146616 1100.7150040753186 1159.4530379325151 788.67008774727583 6401.0216660555452 465.22781310789287 2475.4941283958033 288.2229845225811 313.91730043664575 405.93776960577816 587.61475000530481 680.99433873593807 375.43494221009314 223.21181605383754 1431.6030996777117 451.57891003787518 5.1231675073504439 1456.1064337342978 202.45885267853737 60.175569899380207 59.405484713613987 256.78688247874379 540.89636815339327 65.252504624426365 36.699064943939447 367.41008268669248 17.567525073885918 120.99644681066275 1439.7869111634791 102.12662885710597 leaf_count=482063 16506 10768 39845 4548 118910 6244 124835 2098 4316 8357 3686 7010 6776 12413 7407 8439 26 6960 894 301 479 2145 3537 408 294 3360 136 954 26785 680 internal_value=0 0.00553722 -0.00754746 0.00176448 0.0100423 -0.00343635 -0.00927113 0.000712784 0.00393714 -0.00507632 0.00190058 0.00250879 -0.00231061 -0.00791578 -0.000141085 0.00767012 -0.000272767 0.00355114 0.00265749 0.0042589 0.000397251 0.00323095 0.00342169 0.00442679 0.00234055 0.000902309 0.00509617 0.0080862 -0.00284504 0.00693465 internal_weight=0 17674.6 13018.5 9619.19 8055.44 3845.84 9172.69 6481.67 3137.52 1565.39 2710.78 2118.04 2280.45 2698.71 3770.89 1654.42 592.738 2823.6 1247.92 1575.69 119.581 1045.46 1437.04 744.713 692.332 404.109 679.46 138.564 1905.01 1202.84 internal_count=911180 203862 707318 65065 138797 88007 619311 45422 19643 48202 21509 17797 39805 137248 23913 19887 3712 15327 7587 7740 780 6693 10787 5035 5752 3654 4627 1090 33029 11448 is_linear=0 shrinkage=0.01 Tree=346 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 9 9 9 0 4 9 9 10 9 9 10 9 4 9 9 4 9 9 9 9 9 3 3 split_gain=12653.8 2990.51 922.573 216.063 118.265 70.7909 70.3165 64.3524 41.8353 37.2872 35.0496 36.4001 32.8988 32.8119 26.8681 23.9825 18.1381 17.6606 17.4758 18.0842 17.052 15.2367 14.7235 19.4113 14.6945 14.7143 14.3545 18.7587 14.171 13.9805 threshold=0.011652591172605703 0.99766892194747936 0.00014260681928130004 0.78322452306747448 0.99997490644454967 5.1029428504989491e-06 0.00099748477805400022 4.8650000000000011 9.0500000000000025 5.5250000000000012 1.0000000180025095e-35 1.5000000000000002 5.995000000000001 4.7250000000000005 0.2688089013099671 7.5550000000000006 8.8450000000000006 0.97252115607261669 4.8650000000000011 2.5000000000000004 5.8550000000000013 5.245000000000001 2.5000000000000004 6.8250000000000011 8.1200000000000028 8.3400000000000016 5.4450000000000012 5.455000000000001 28.500000000000004 17.500000000000004 decision_type=2 2 2 2 2 2 2 10 8 8 2 10 10 8 2 8 8 2 10 10 10 10 10 10 10 10 10 10 10 10 left_child=2 3 5 7 15 -1 9 14 17 -4 11 21 -7 -8 -2 22 28 18 19 29 -15 -9 -3 -24 26 -26 -13 -28 -12 -5 right_child=1 4 6 8 -6 12 13 10 -10 -11 16 24 -14 20 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31 leaf_value=-0.0098309345413969372 -0.00080020365796273853 0.0072366364694809093 -0.0059656084448056479 0.010798752708536622 0.010645765220387564 -0.0082287189334979555 -0.0036578971317482449 0.0023145430281023148 0.0073779056574745042 -0.0024389555006057244 -0.0032809692619423119 -0.00030881578717484852 -0.0042115294027131106 -0.0017603091484171534 0.00093926512711672405 0.0096107052697517511 0.018469372711088897 0.0044788018158168959 0.0038079463142387617 -0.0050103072524541161 0.0012983316898705361 0.0043737317579942737 0.0042325800732059748 -0.016382796687192735 -0.0097316343333743189 0.000786952651785436 0.024577276424737438 0.0024267701875483761 0.00041364707747633959 0.001887617514409149 leaf_weight=6412.9228161778301 2338.5495853628963 1095.1730005741119 1153.1200619312003 18.049650520086288 6343.066167363897 2456.4311747895554 991.86444184556603 693.10149455443025 312.10141956806183 405.13267732132226 134.69731572270393 358.09354336373508 222.31172274332494 1064.5831879284233 1431.564416565001 447.94014289602637 5.1204529181122771 1141.9849652685225 906.9378454387188 37.527865633368492 219.92540571279824 746.1968747638166 97.15626572817564 4.7927468344569197 26.58657643198967 26.61012015119195 3.8790101408958426 266.06335723027587 452.81051386147738 716.05459738522768 leaf_count=482063 16506 10768 39845 105 118910 124835 15655 5752 4316 8357 843 4539 12413 20927 7407 8439 26 7120 4115 177 3223 5035 649 31 117 138 47 2169 2843 3810 internal_value=0 0.00550402 -0.00752562 0.00174744 0.0100261 -0.00926063 -0.003412 0.00070547 0.00390387 -0.00504871 0.00187989 0.00248075 -0.00789533 -0.00229163 -0.000139703 0.00763685 -0.000270089 0.00351946 0.00286678 0.00176059 -0.00123663 0.00338212 0.00689827 0.00326343 0.00057636 -0.00447001 0.0010038 0.00274507 -0.000433414 0.00210672 internal_weight=0 17604.1 12926.3 9615.93 7988.13 9091.67 3834.63 6483.27 3132.66 1558.25 2713.16 2120.53 2678.74 2276.37 3770.11 1645.06 592.628 2820.55 1678.57 771.632 1284.51 1439.3 1197.12 101.949 681.233 53.1967 628.036 269.942 587.508 734.104 internal_count=911180 203862 707318 65065 138797 619311 88007 45422 19643 48202 21509 17797 137248 39805 23913 19887 3712 15327 8207 4092 24150 10787 11448 680 7010 255 6755 2216 3686 3915 is_linear=0 shrinkage=0.01 Tree=347 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 1 4 5 10 5 1 5 4 5 4 1 1 1 1 10 5 4 5 0 4 5 split_gain=12475 2976.83 922.54 212.597 119.362 71.3425 69.6288 39.3294 30.4251 16.8555 16.4986 11.5832 10.5891 10.1165 20.2092 11.1459 9.94113 30.2328 9.81285 16.5747 9.34361 34.4714 15.0942 8.94799 8.83674 12.1295 8.68013 16.7967 16.6361 14.9138 threshold=0.011652591172605703 0.99766892194747936 0.00014260681928130004 0.65440738201141369 0.99997490644454967 5.1029428504989491e-06 0.00099748477805400022 0.94052824378013633 0.13270235061645502 0.18142633228840127 2.5000000000000004 956.50000000000011 3.4846319977077662e-05 5.5000000000000009 0.41699475065616803 313.50000000000006 2.5000000000000004 103.50000000000001 1.5000000000000002 1.0000000180025095e-35 0.68772163120567387 0.68438714235252573 0.81866537717601562 0.0035319819580763002 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 8 2 8 2 2 2 2 2 2 10 2 2 10 2 left_child=2 3 5 8 11 -1 -4 10 -2 18 -5 16 -7 20 15 -15 -3 -18 19 -8 21 24 -22 -11 26 -26 27 -10 -28 -30 right_child=1 4 6 7 -6 12 9 -9 13 23 -12 -13 -14 14 -16 -17 17 -19 -20 -21 22 -23 -24 -25 25 -27 28 -29 29 -31 leaf_value=-0.0098257406136840614 -0.00021138393713137225 0.0079203250488174178 -0.0050211305841039444 0.0028778101239196013 0.010636152326128029 -0.0083964982484817895 -0.0013692679702172928 0.0046026905595126441 0.0016592107561679973 -0.0035484364811645616 -0.00019102944994469641 -0.0088278342691630891 -0.007111445731204381 0.0036857045139595604 0.00040886356105503807 -0.0025820429563578966 0.006297010175220422 -0.013883892629314047 -0.0031394526272631373 0.0026821939878923346 -0.0035802772965793108 0.020475240964808763 0.001102242408869303 -0.0020576448426581234 0.00059766511679484836 -0.0063120165772905202 0.0030733552544869218 -0.00096640028707165244 -0.0035146494370965364 0.0040439788113142009 leaf_weight=6352.4525483199395 2844.3727329503745 1453.030640039593 1551.18226291053 1737.1349614672363 6285.5989523939788 1579.5008473470807 367.41053136065602 1870.2271424420178 634.25559928268194 828.75460133515298 194.8341773301363 4.2789464965462676 1079.4681333908811 516.72443620115519 412.06130941212177 30.020509947091341 170.69860118255019 7.7608054727315894 153.83655720762908 139.24692748114467 118.11094679683447 9.1424005404114705 165.02946393936872 783.01036567613482 77.469719715416431 37.802156884223223 449.36005982756615 395.62780356407166 82.131841480731964 38.265510238707066 leaf_count=482063 25724 17926 48202 8903 118910 88563 4212 13049 3306 17617 986 28 48685 3165 2751 235 1898 35 2719 2534 659 50 801 12723 425 228 2190 1900 468 225 internal_value=0 0.00547097 -0.00750375 0.00173057 0.0100099 -0.00925008 -0.00338783 0.00356899 0.000527552 -0.00227285 0.00256833 0.00760367 -0.0078748 0.00123619 0.00208119 0.00334156 0.00764676 0.00541939 -0.000927425 -0.000255787 0.00083254 0.00110904 -0.000851053 -0.0028242 0.00100579 -0.00166829 0.00119849 0.000650587 0.00218887 -0.00111231 internal_weight=0 17533.9 12834.9 9612.57 7921.37 9011.42 3823.44 3802.2 5810.37 2272.26 1931.97 1635.77 2658.97 2966 958.806 546.745 1631.49 178.459 660.494 506.657 2007.2 1724.06 283.14 1611.76 1714.91 115.272 1599.64 1029.88 569.757 120.397 internal_count=911180 203862 707318 65065 138797 619311 88007 22938 42127 39805 9889 19887 137248 16403 6151 3400 19859 1933 9465 6746 10252 8792 1460 30340 8742 653 8089 5206 2883 693 is_linear=0 shrinkage=0.01 Tree=348 num_leaves=31 num_cat=0 split_feature=9 5 9 9 9 9 9 1 1 5 0 0 1 1 5 9 9 9 1 5 5 1 1 1 9 5 5 9 5 9 split_gain=2066.59 243.936 209.648 194.865 95.8885 141.963 74.6751 74.6134 73.0576 90.4611 85.4998 70.8227 65.4844 54.8899 45.1841 42.4884 37.5577 79.3632 43.5706 37.3962 62.0384 30.2618 29.4483 29.3481 52.111 27.1305 26.2097 46.1423 43.1956 25.9149 threshold=2.9750000000000005 53.500000000000007 1.3750000000000002 4.1150000000000011 3.8350000000000004 5.5050000000000008 9.1600000000000019 0.028778467908902653 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.98936170212765973 1.0000000180025095e-35 31.500000000000004 1.0000000180025095e-35 4.995000000000001 4.9850000000000012 0.25092592592592594 17.500000000000004 15.500000000000002 0.25092592592592594 0.7003401360544218 0.61572802197802212 5.955000000000001 1.0000000180025095e-35 88.500000000000014 8.3400000000000016 158.50000000000003 2.6250000000000004 decision_type=10 2 10 10 10 10 10 2 2 2 2 2 2 2 2 8 10 10 2 2 2 2 2 2 10 2 2 8 2 10 left_child=2 4 11 -3 -2 8 -7 13 10 -10 -6 12 14 -5 15 22 17 -11 -19 20 -8 -16 -1 -9 -25 -14 27 -26 -28 -4 right_child=1 3 29 7 5 6 19 23 9 16 -12 -13 25 -15 21 -17 -18 18 -20 -21 -22 -23 -24 24 26 -27 28 -29 -30 -31 leaf_value=0.0032862753571781039 0.00031038597297645374 3.8468671178463439e-05 0.0030006418898125683 -0.0057669884895726496 0.00137924846433411 0.00036668009454613511 -0.0052840708980589615 -0.0058990717695854853 -0.0017270833084607118 -0.0036432628906610466 -0.0024952908406219929 0.0068203261866714984 -0.00069238688045256168 0.0046492813974813967 -0.0023950394604910418 0.006007092418141664 -0.0050645839714840634 0.0063651464630425968 -0.0073232582088238445 -0.0087774804661639484 0.0064551209870333639 0.0036465202902962886 -0.0059990212810980903 -0.005460678946451707 -0.0079183125844329953 0.0046800383816788076 0.0097834714815771724 0.035830932457055174 -0.0052171219781888233 0.0014639409855291799 leaf_weight=135.03882349282503 3275.8034512251616 955.01423406600952 2486.1510710008442 82.61903553083539 1045.1520558800548 3745.2177097611129 160.39175600651652 2602.6169054801576 3750.6099380813539 1462.4473679317161 1251.5628211824223 1916.6774906162173 323.47035081684589 130.49941184464842 115.30389987118542 1937.2580705918372 1650.0627454770729 127.32002832461149 28.44943621661514 127.59071855107322 62.583359434269369 295.08852690458298 45.720369521528482 271.16141563095152 34.114041611552238 132.50171236693859 62.731536492705345 2.5941023621708146 27.661125532351434 1964.6256803758442 leaf_count=1887 53003 24330 36373 2760 14346 111334 11055 190022 116016 63742 27038 39037 3947 3153 1971 36522 97883 2338 1552 12425 2078 3883 612 19155 2827 2330 915 27 1513 27106 internal_value=0 -0.00176398 0.0038935 -0.00392767 -0.00122342 -0.00159806 -4.64298e-05 -0.00510618 -0.00228026 -0.00278684 -0.000732128 0.00532032 0.00435696 0.000611235 0.00498601 0.00557445 -0.00400299 -0.00292051 0.00386512 -0.00445983 -0.00198918 0.00194908 0.000937697 -0.00551222 -0.00298417 0.000868795 0.00229931 -0.00482663 0.00519313 0.00232232 internal_weight=0 20856.2 9351.84 4169.01 16687.2 13411.4 4095.78 3214 9315.6 7018.89 2296.71 4901.06 2984.38 213.118 2528.41 2118.02 3268.28 1618.22 155.769 350.566 222.975 410.392 180.759 3000.88 398.262 455.972 127.101 36.7081 90.3927 4450.78 internal_count=911180 757512 153668 244702 512810 459807 136892 220372 322915 281531 41384 90189 51152 5913 44875 39021 165515 67632 3890 25558 13133 5854 2499 214459 24437 6277 5282 2854 2428 63479 is_linear=0 shrinkage=0.01 Tree=349 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 9 9 9 0 9 9 10 9 9 9 9 1 9 9 3 2 1 3 9 9 2 2 9 split_gain=12269.7 2954.5 921.098 209.084 120.46 71.8465 68.9144 64.7331 41.0617 36.8405 34.1195 33.156 32.558 25.9747 24.1983 17.9133 17.5087 20.4926 19.0598 30.84 16.6175 16.4309 18.1156 16.3769 25.1459 20.9698 19.8128 18.658 23.9864 19.6131 threshold=0.011652591172605703 0.99766892194747936 0.00014260681928130004 0.78322452306747448 0.99997490644454967 5.1029428504989491e-06 0.00099748477805400022 4.8650000000000011 9.0500000000000025 5.5250000000000012 1.0000000180025095e-35 5.995000000000001 4.7250000000000005 0.2688089013099671 7.5550000000000006 7.6900000000000004 4.8650000000000011 4.455000000000001 0.88956639566395668 6.1150000000000011 5.8550000000000013 28.500000000000004 0.66349106014087067 0.72245564892623726 27.500000000000004 5.0850000000000009 5.245000000000001 0.48846085567193326 0.48492424242424242 4.8950000000000005 decision_type=2 2 2 2 2 2 2 10 8 8 2 10 8 2 8 10 10 10 2 10 10 10 2 2 10 10 10 2 2 10 left_child=2 3 5 7 14 -1 9 13 16 -4 23 -7 -8 -2 -3 21 17 -5 -18 -20 -14 22 -12 26 -25 -26 27 28 -9 -29 right_child=1 4 6 8 -6 11 12 10 -10 -11 15 -13 20 -15 -16 -17 18 -19 19 -21 -22 -23 -24 24 25 -27 -28 29 -30 -31 leaf_value=-0.0098197356673838127 -0.00080512574219941235 0.0068239347692103033 -0.0059120045181306671 0.0031432247986803471 0.01062601231668135 -0.00819054761906075 -0.0036186961938282102 0.0033947257464155257 0.0073102136746227911 -0.0023952426322223644 -0.0055124424960696786 -0.004131326618607092 -0.0017206100958656256 0.00090606938706438186 0.0095708846265182886 0.01056781611144199 0.0044810090780256009 -0.00033570770966759826 0.0053798904213436527 -0.0047959506200466731 0.0013002196823909548 0.00037528648162820022 0.0039317005823822941 -0.0073646916169782684 0.0067542463073645854 -0.00099605697476567914 0.0036629058650820816 0.0066342759211874278 0.03361580437681877 -3.6160611489479058e-06 leaf_weight=6277.1679903715849 2336.6528908517212 1184.729279063642 1140.4969607098028 1039.4339404776692 6212.3373171314597 2417.0854851081967 987.13132962025702 291.26806341670454 307.9528347030282 403.18411020375788 104.14867421984673 219.49528480973095 1060.0160691924393 1429.878689289093 439.7114524319768 14.915636233985422 1451.6789244636893 202.26703348755836 59.900890864431858 59.236409723758698 219.87293886579573 447.69792300462723 25.231335692107677 39.901214515790343 51.606765910983086 107.90549236722291 1058.5905522964895 48.678034279495478 2.6501990333199492 520.21610419638455 leaf_count=482063 16506 11448 39845 6693 118910 124835 15655 2443 4316 8357 664 12413 20927 7407 8439 74 6960 894 301 479 3223 2820 154 284 395 782 8076 433 29 5355 internal_value=0 0.00543613 -0.00747872 0.00171694 0.00999203 -0.00923789 -0.00336381 0.000692766 0.00384353 -0.00499348 0.00187053 -0.00785262 -0.00225411 -0.000155509 0.00756749 -0.000252149 0.00346395 0.00257652 0.00416545 0.000320347 -0.00120166 -0.000531811 -0.00367067 0.00246305 -0.000264653 0.00151139 0.00274614 0.00162136 0.00366722 0.000564362 internal_weight=0 17436.6 12724.5 9599.81 7836.78 8913.75 3810.7 6479.34 3120.47 1543.68 2712.81 2636.58 2267.02 3766.53 1624.44 591.994 2812.52 1241.7 1570.82 119.137 1279.89 577.078 129.38 2120.82 199.413 159.512 1921.4 862.812 293.918 568.894 internal_count=911180 203862 707318 65065 138797 619311 88007 45422 19643 48202 21509 137248 39805 23913 19887 3712 15327 7587 7740 780 24150 3638 818 17797 1461 1177 16336 8260 2472 5788 is_linear=0 shrinkage=0.01 Tree=350 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 9 9 10 0 9 9 9 9 9 1 1 9 1 9 2 9 1 9 9 1 9 2 9 split_gain=12095.8 2940.76 920.958 205.727 121.586 72.3987 68.2313 64.4928 38.8034 38.7831 36.8322 36.5716 33.1137 32.0983 24.341 21.173 20.2446 20.0245 26.3514 24.0285 22.3519 19.6024 17.1633 17.0893 16.4146 27.031 17.6249 30.1086 16.4071 23.5276 threshold=0.011652591172605703 0.99766892194747936 0.00014260681928130004 0.8784809708595277 0.99997490644454967 5.1029428504989491e-06 0.00099748477805400022 4.8650000000000011 9.0500000000000025 0.51461192965507518 1.0000000180025095e-35 5.5250000000000012 5.995000000000001 4.7250000000000005 7.5550000000000006 7.6900000000000004 0.51363749070171105 0.72245564892623726 5.3050000000000006 0.84248120300751894 5.2150000000000007 0.49341991341991348 5.1250000000000009 0.94494949494949509 4.8650000000000011 3.6650000000000005 0.88956639566395668 6.1150000000000011 0.50155279503105599 5.285000000000001 decision_type=2 2 2 2 2 2 2 10 8 2 2 8 10 8 8 10 2 2 10 2 10 2 10 2 10 10 2 10 2 10 left_child=2 3 5 7 14 -1 11 9 24 -2 17 -4 -7 -8 -3 21 -11 20 19 -19 -9 -12 -23 -18 25 -5 -26 -28 29 -22 right_child=1 4 6 8 -6 12 13 10 -10 16 15 -13 -14 -15 -16 -17 23 18 -20 -21 28 22 -24 -25 26 -27 27 -29 -30 -31 leaf_value=-0.0098145046706854984 -0.00055523420766472801 0.00678747710515064 -0.0058847948474978805 0.0041374355539355798 0.010616539629751166 -0.0081715285770582562 -0.0035930806158239455 0.0016084596223880452 0.0078473085238985069 0.0025683217366265919 -0.0018799055698779938 -0.0023759075930745626 -0.0041062536081127188 -0.0011907167179054563 0.0095523915284819842 0.010222060278762539 -0.0020553304124516199 -0.0019109432238015817 -0.0038832025321721411 0.0072556056762440703 0.011144628226461051 0.0045007540180100024 -0.00076027284888422874 0.0032583502358177309 0.0048570423774062467 0.00072426878855260193 0.0063926932688542978 -0.0044156769855801933 0.0029235643261836452 0.0043298369864226841 leaf_weight=6218.0049163950607 3043.3052972741425 1179.2096589393914 1134.3435332039371 579.56621545925736 6155.9838859736919 2398.5769540099427 984.24159818142653 898.2444196306169 258.10832217335701 740.2658618837595 386.99843472614884 402.40448874421418 218.6315272115171 1278.7463116329163 436.17483003810048 19.06948210299015 210.54348702728748 53.415851840749383 107.96290175057948 61.545752633363008 60.246917776763439 117.21495895460248 131.6624998152256 84.943503864109516 1157.2233644351363 386.94700099527836 47.717356391251087 56.044013433158398 877.42053165845573 318.39276555925608 leaf_count=482063 20196 11448 39845 4474 118910 124835 15655 8115 3842 3919 2306 8357 12413 24150 8439 97 1101 492 672 402 479 752 828 499 5652 1746 250 461 6465 2317 internal_value=0 0.00540316 -0.0074567 0.0017003 0.0099758 -0.00922722 -0.00333985 0.000834685 0.0041768 1.36142e-05 0.00193924 -0.00496598 -0.00783193 -0.00223558 0.00753404 -0.000160525 0.00168504 0.00251774 -0.000335382 0.00299645 0.00281297 -0.000471891 0.00171754 -0.000527809 0.00375148 0.00277096 0.00450303 0.000554832 0.00367436 0.00541417 internal_weight=0 17368.2 12634.9 9596.84 7771.37 8835.21 3799.74 7111.23 2485.61 4079.06 3032.17 1536.75 2617.21 2262.99 1615.38 654.945 1035.75 2377.23 222.925 114.962 2154.3 635.876 248.877 295.487 2227.5 966.513 1260.98 103.761 1256.06 378.64 internal_count=911180 203862 707318 65065 138797 619311 88007 48640 16425 25715 22925 48202 137248 39805 19887 3983 5519 18942 1566 894 17376 3886 1580 1600 12583 6220 6363 711 9261 2796 is_linear=0 shrinkage=0.01 Tree=351 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 9 9 10 9 0 9 9 5 9 5 9 5 5 9 5 9 9 9 9 9 9 9 3 split_gain=11924.2 2926.9 920.754 202.348 122.71 72.9512 67.5492 63.1234 38.6423 38.0251 36.3021 36.0271 33.07 31.6428 25.1 24.4809 23.9254 21.7515 17.4635 16.5466 16.3213 31.566 16.1433 16.0856 26.6276 16.6293 16.7101 18.9069 20.7218 23.3329 threshold=0.011652591172605703 0.99766892194747936 0.00014260681928130004 0.8784809708595277 0.99997490644454967 5.1029428504989491e-06 0.00099748477805400022 4.8650000000000011 9.0500000000000025 0.51461192965507518 5.5250000000000012 1.0000000180025095e-35 5.995000000000001 4.7250000000000005 1.0000000180025095e-35 7.5550000000000006 408.50000000000006 8.0200000000000014 52.500000000000007 1.5000000000000002 5.8550000000000013 15.500000000000002 3.1450000000000005 4.8650000000000011 3.6650000000000005 8.1200000000000028 7.6450000000000005 6.0250000000000012 6.1250000000000009 20.500000000000004 decision_type=2 2 2 2 2 2 2 10 8 2 8 2 10 8 2 8 2 10 2 2 10 2 8 10 10 10 10 10 10 10 left_child=2 3 5 7 15 -1 10 9 23 -2 -4 16 -7 -8 17 -3 -9 -13 -14 -16 -15 -22 -11 24 -5 26 27 -25 29 -29 right_child=1 4 6 8 -6 12 13 11 -10 22 -12 14 18 20 19 -17 -18 -19 -20 -21 21 -23 -24 25 -26 -27 -28 28 -30 -31 leaf_value=-0.0098092586678166487 -0.00054977959949352971 0.0067511149181815541 -0.0058575794761819774 0.0041065978988194607 0.010607134278525925 -0.0081524380472877446 -0.0035675790803749341 0.0026270935320984652 0.007818325903938007 -9.580080270386701e-05 -0.0023566935362356782 -0.0022168965259271988 -0.0056183955171774536 -0.0016952392121417806 0.004908154442826467 0.0095338896167272303 -0.0048276861006665466 0.012975621244291431 0.0011355418188858663 -2.7832376897844332e-05 -0.0024043568862121374 0.0051752645641453491 0.002552470509162864 0.0051463221478924397 0.00071712209004571161 -0.0012824034256628083 0.010944378054634168 -0.0092156146515950995 0.0038596210149863092 0.0023000101786308617 leaf_weight=6159.4105780064128 3042.7669050209224 1173.7329331189394 1128.248403259553 578.08661945164204 6100.1079567447305 2380.2437449311838 981.37874005362391 2336.0677253603935 256.4826468937099 345.43177328258753 401.63231649249792 369.32274831831455 168.21158573310822 1057.695923499763 120.91917202994227 432.66866210848093 43.859872849658132 9.6706210672855359 49.564635564573109 154.93157969787717 112.45390854775906 107.4383090864867 689.89106368273497 913.2192370519042 386.89547419548035 48.431732974946499 41.304204858839512 29.947580993175507 183.88522198051214 42.658335074782372 leaf_count=482063 20196 11448 39845 4474 118910 124835 15655 18428 3842 1817 8357 2171 9020 20927 693 8439 514 49 3393 1070 1488 1735 3702 4265 1746 396 206 209 993 294 internal_value=0 0.00537032 -0.00743461 0.00168384 0.00995959 -0.0092165 -0.00331602 0.00082614 0.00414291 1.34825e-05 -0.00493851 0.00191818 -0.00781117 -0.00221719 -0.000158954 0.00750063 0.00248971 -0.00182924 -0.00408124 0.00213586 -0.00117988 0.00129901 0.00166888 0.00371913 0.00274764 0.00446348 0.00469328 0.00447254 0.00207359 -0.00244981 internal_weight=0 17300.3 12546.3 9593.77 7706.51 8757.43 3788.85 7112.86 2480.91 4078.09 1529.88 3034.77 2598.02 2258.97 654.844 1606.4 2379.93 378.993 217.776 275.851 1277.59 219.892 1035.32 2224.43 964.982 1259.45 1211.01 1169.71 256.491 72.6059 internal_count=911180 203862 707318 65065 138797 619311 88007 48640 16425 25715 48202 22925 137248 39805 3983 19887 18942 2220 12413 1763 24150 3223 5519 12583 6220 6363 5967 5761 1496 503 is_linear=0 shrinkage=0.01 Tree=352 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 9 9 9 9 9 10 9 4 9 1 10 9 1 1 9 4 9 9 4 9 9 9 9 split_gain=11754.7 2913.06 920.513 199.114 123.832 73.506 66.8712 56.0913 44.0967 36.0322 31.1935 30.9422 26.1302 24.6177 20.7069 17.5633 17.9499 17.4412 16.0149 15.4692 15.4547 15.7379 14.8294 19.0761 14.1001 13.7467 19.8208 16.0563 16.6811 12.0187 threshold=0.011652591172605703 0.99766892194747936 0.00014260681928130004 0.65440738201141369 0.99997490644454967 6.1143434777477532e-06 0.00099748477805400022 4.8750000000000009 9.0500000000000025 5.5250000000000012 4.7250000000000005 5.8950000000000005 0.94052824378013633 7.5550000000000006 1.5000000000000002 5.245000000000001 0.72245564892623726 0.2688089013099671 5.8550000000000013 0.48295234405269277 1.0000000180025095e-35 5.8350000000000009 2.5000000000000004 6.8250000000000011 3.3550000000000004 2.5000000000000004 4.7750000000000012 5.745000000000001 5.6350000000000007 4.8950000000000005 decision_type=2 2 2 2 2 2 2 10 8 8 8 10 2 8 10 10 2 2 10 2 2 10 10 10 8 10 10 8 10 8 left_child=2 3 5 7 13 -1 9 17 12 -4 -8 -7 25 22 15 19 20 -2 -12 29 21 -17 -3 -24 -19 -5 -27 28 -28 -9 right_child=1 4 6 8 -6 11 10 14 -10 -11 18 -13 -14 -15 -16 16 -18 24 -20 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31 leaf_value=-0.0097792361895309605 -0.00079381533848674093 0.0070602513949979285 -0.0058303592874831946 0.0025547572824933741 0.010597795285331009 -0.0080837581266101962 -0.0035421919254067565 0.005847806617825713 0.0067690218748035847 -0.0023376003320025383 -0.0016804412292599359 -0.004135482760467029 0.0040072375059828653 0.0095153778373825385 0.00030265882945547878 0.0033149935967117872 -0.0014545779310080442 -0.00063294101014540484 0.0012845662757051748 0.003231958641605622 0.0047486256581092548 -0.0026859130260697482 0.0040142279404094443 -0.016467081993588387 0.0016900009583238624 -0.0066783895716618557 0.0022527684570884518 -0.002391731341972749 0.01430954739890306 -6.4960532172754392e-05 leaf_weight=6251.9778941185214 2355.6430710535496 1067.9241909608245 1122.2110478300601 1587.145046338439 6044.7062757089734 2210.3490570876747 978.54252433590591 36.83413052931428 362.74710975214839 400.86752489209175 1056.3467260766774 218.071518169716 1649.6320270448923 429.19273095577955 742.22537230886519 147.41329491883516 70.390816275030375 442.00657527148724 220.13007943704724 275.03789009153843 524.66303624212742 62.119590640068054 95.600068856030703 4.7746389582753173 639.1568609289825 38.914103157818317 64.877247646450996 62.824716672301292 13.941069558262823 515.49684912338853 leaf_count=491840 16708 10768 39845 7471 118910 115111 15655 267 4785 8357 20927 12360 9793 8439 7619 768 455 1965 3223 2382 3970 294 649 31 3610 185 319 325 60 4089 internal_value=0 0.00533749 -0.00741244 0.00166749 0.0099434 -0.00920572 -0.00329227 0.000505387 0.00345394 -0.00491108 -0.00219889 -0.0077292 0.00310205 0.00746726 0.00168746 0.00231727 0.00336926 -0.0003112 -0.00116912 0.00129425 0.00383175 0.00153592 0.00671485 0.00303997 0.000740324 0.00225732 -0.000357225 0.00137941 0.00438532 0.000329353 internal_weight=0 17233.3 12458.5 9591.07 7642.2 8680.4 3778.1 5810.99 3780.08 1523.08 2255.02 2428.42 3417.33 1597.49 2374.18 1631.96 804.587 3436.81 1276.48 827.369 734.196 209.533 1168.3 100.375 1081.16 1767.7 180.557 141.643 78.8183 552.331 internal_count=911180 203862 707318 65065 138797 619311 88007 42127 22938 48202 39805 127471 18153 19887 19844 12225 5487 22283 24150 6738 5032 1062 11448 680 5575 8360 889 704 379 4356 is_linear=0 shrinkage=0.01 Tree=353 num_leaves=31 num_cat=0 split_feature=5 4 2 2 3 5 1 4 2 0 1 4 4 2 2 5 2 1 2 2 4 4 5 2 4 5 4 0 5 5 split_gain=555.312 129.049 96.8532 135.557 70.6314 65.7835 61.9886 52.5418 49.2422 41.8853 40.7931 40.4521 39.7668 39.1193 33.9123 30.5276 30.5114 35.1015 28.942 32.6551 28.1888 30.9125 26.9514 26.1722 25.1734 25.0592 24.1605 23.3391 22.8196 22.1848 threshold=3.5000000000000004 1.5000000000000002 0.50155279503105599 0.48492424242424242 27.500000000000004 51.500000000000007 0.034723896792862259 3.5000000000000004 0.25108695652173912 1.0000000180025095e-35 0.13363095238095238 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 0.92890109890109895 1.0000000180025095e-35 0.76506899055918665 0.24494897959183673 0.24165739710789766 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 0.16749174917491746 2.5000000000000004 303.50000000000006 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 353.50000000000006 decision_type=2 10 2 2 8 2 2 10 2 2 2 10 10 2 2 2 2 2 2 2 10 8 2 2 10 2 10 2 2 2 left_child=2 6 3 4 28 9 25 10 12 13 20 -7 18 -3 29 -10 17 -12 19 -6 21 -4 -19 -14 -5 -2 -17 -20 -1 -8 right_child=1 5 7 24 8 11 14 -9 15 -11 16 -13 23 -15 -16 26 -18 22 27 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00034248430789149783 0.0019715194448261726 0.0027812344850833819 0.0010089360838581988 0.0036955225390547315 0.0023816043456758194 -0.0033120432922007139 -0.00095398566917952285 -0.0035459523116617513 0.00093010550911357852 0.0020441138027204775 0.0055551087436663607 -0.0064141737025924317 0.0010721495991001611 -0.0028309570933386947 -0.0043136993000561568 -0.00048635093728294665 -0.0022971545805103707 0.00045085981320855612 0.0052369525912623902 -0.001691650573310814 -0.0055588298745230273 0.0040065446137716445 -0.0017712419211733605 -0.0028442752201811956 -0.0029798985563388148 -0.0070873142422405791 -0.0050452318466121648 -0.0062865628274372766 -0.0037814042960836718 -0.0036189658722997858 leaf_weight=1440.603773759678 813.37671417184174 132.98976290039718 1321.2297599669546 2805.5543749062344 3330.5226716799662 1019.266296361573 6669.1523985685781 368.532959070988 1242.0082679865882 230.05753913614899 115.81952808331698 715.40197253925726 795.35849436745048 1879.447022930719 339.80755119211972 369.94563178531826 605.08679282758385 2415.2570350775495 449.82536416966468 209.18130362220109 53.775767196901143 465.13115919288248 705.19099464546889 217.23664381168783 57.652587682940066 31.72795335855335 169.51652922853827 18.290397656150162 222.80104664340615 327.71881113108248 leaf_count=33958 15823 2319 25403 53953 56725 60243 242945 13809 29330 5771 2305 65638 15180 92188 21461 9631 18488 57311 9394 4682 1319 10031 20909 4834 1823 1364 5737 369 10890 17347 internal_value=0 -0.0016515 0.00113463 0.00168019 0.00104401 -0.00312913 -0.000933218 0.000113085 0.00149572 -0.001998 0.00035043 -0.00459141 0.00200257 -0.00246008 -0.00122864 6.73742e-05 -0.000236039 0.000149329 0.00244992 0.00214089 0.00157471 0.00178945 -5.13136e-05 0.000231941 0.00356111 0.00163142 -0.0019189 0.0047867 -0.000803103 -0.00107881 internal_weight=0 12158.9 17378.5 11328.5 8465.29 3977.16 8181.78 6050.02 6801.89 2242.49 5681.49 1734.67 5020.41 2012.44 7336.68 1781.47 3841.35 3236.27 4007.82 3539.7 1840.14 1786.36 3120.45 1012.6 2863.21 845.105 539.462 468.116 1663.4 6996.87 internal_count=911180 525099 386081 236506 180730 226159 298940 149575 135882 100278 135766 125881 91184 94507 281753 44698 99013 80525 71170 61407 36753 35434 78220 20014 55776 17187 15368 9763 44848 260292 is_linear=0 shrinkage=0.01 Tree=354 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 9 9 10 10 9 9 9 5 9 1 1 1 9 1 9 10 9 5 1 5 5 9 1 1 split_gain=11574.6 3064.09 741.278 222.093 124.881 69.7453 61.7918 56.0473 49.6724 47.1228 32.7541 32.5825 24.7289 21.9706 30.841 47.3769 63.637 39.2429 20.7799 25.747 28.2228 18.8243 18.5139 15.3401 49.0276 47.6898 15.2725 14.3996 17.9289 14.3607 threshold=0.0070173616986721008 0.99766892194747936 0.00012842786236425005 0.51461192965507518 0.99997490644454967 5.1029428504989491e-06 4.8750000000000009 5.4750000000000005 0.94052824378013633 0.00073490195791230009 2.5750000000000006 5.8950000000000005 7.5550000000000006 32.500000000000007 6.6150000000000011 0.63582887700534763 0.71068484464172488 0.66522988505747138 5.0550000000000006 0.92365967365967383 6.1150000000000011 0.068259380757808671 4.7650000000000006 87.500000000000014 0.65419580419580436 96.500000000000014 286.50000000000006 5.4450000000000012 0.7696153846153847 0.39938650306748474 decision_type=2 2 2 2 2 2 10 10 2 2 10 10 8 2 10 2 2 2 10 2 10 2 8 2 2 2 2 10 2 2 left_child=2 3 5 6 12 -1 -2 9 22 -4 -10 -7 -3 -9 -15 29 17 -17 -12 -20 -21 27 -5 -13 -25 -26 -27 -8 -29 -16 right_child=1 4 7 8 -6 11 21 13 10 -11 18 23 -14 14 15 16 -18 -19 19 20 -22 -23 -24 24 25 26 -28 28 -30 -31 leaf_value=-0.0097984170305830658 -0.00066174770737364693 0.0066789784961358437 -0.0057222526685280755 0.0013156829452312477 0.010588566919755639 -0.0081714154731627169 -0.00059661148920488139 -0.0018124084873468583 0.0073245386953931938 -0.0031137925431407049 0.0025948797124424623 -0.0052819061444564332 0.0094968593770521081 -0.0011919055685287827 0.0036775359539049268 0.030939144076520264 0.0069755676112285845 0.12727595406549128 0.0055252938570521997 0.0076239591801424422 -0.0048890198869273004 0.0022435022383883335 0.0030290978468396207 -0.00099064774482262013 0.13792663825146093 0.006530574181479426 0.084640891238004487 0.0025501938458252693 -0.0048335296313064 0.017592232121300923 leaf_weight=6036.8573712157086 3371.7184225600213 1162.4318041689694 1174.4676331793889 1107.252520903945 5984.0638305135071 2258.827878956683 577.51911775395274 340.53787873219699 324.62896760180593 1687.8994981339201 721.68503209203482 193.66917994106188 425.39771526493132 75.68415873683989 43.817071418277919 0.72421617433428664 2.2914720587432384 1.0160994306206701 723.56857384741306 27.811598017811775 51.224728286266327 1320.4928332865238 1465.0189075618982 31.64201223384589 0.47251804638653894 1.1978864315897224 0.31644640490412701 360.84769187308848 36.1828423589468 8.928283470682798 leaf_count=482063 23702 11448 38250 5450 118910 120763 9127 7974 4732 33691 4003 10939 8439 3135 1047 19 61 27 3724 157 433 8867 7629 2243 26 81 22 3663 278 277 internal_value=0 0.00511913 -0.00765383 0.00151037 0.00992704 -0.0092179 0.000199777 -0.00365712 0.00319019 -0.00418408 0.00444042 -0.00780826 0.00743392 -0.000468244 0.0029874 0.00855843 0.0415984 0.0871863 0.00382618 0.00493334 -0.000485906 0.00146547 0.00229155 -0.00419937 0.00203498 0.0502202 0.0228531 0.000411253 0.00187729 0.0060329 internal_weight=0 17659.8 11858.3 10088 7571.89 8522.98 5666.76 3335.37 4421.19 2862.37 1848.92 2486.13 1587.83 472.999 132.461 56.7771 4.03179 1.74032 1524.29 802.605 79.0363 2295.04 2572.27 227.298 33.6289 1.98685 1.51433 974.55 397.031 52.7454 internal_count=911180 210562 700618 71765 138797 616137 45637 84481 26128 71941 13049 134074 19887 12540 4566 1431 107 46 8317 4314 590 21935 13079 13311 2372 129 103 13068 3941 1324 is_linear=0 shrinkage=0.01 Tree=355 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 9 9 10 10 0 9 9 9 9 1 9 9 1 9 9 1 9 9 10 9 9 9 1 9 split_gain=11411.8 3047.81 741.639 218.048 126.001 70.2719 60.5295 55.3192 49.0464 46.7607 43.2957 32.6557 32.5413 24.8597 20.4415 25.3378 27.6824 18.1453 17.5087 32.5945 21.037 21.7592 21.4907 20.4411 15.0346 14.4934 14.3712 16.1162 22.041 13.6187 threshold=0.0070173616986721008 0.99766892194747936 0.00012842786236425005 0.51461192965507518 0.99997490644454967 5.1029428504989491e-06 4.8750000000000009 5.4750000000000005 0.94052824378013633 0.00073490195791230009 1.0000000180025095e-35 2.5750000000000006 5.8950000000000005 7.5550000000000006 5.0550000000000006 0.92365967365967383 6.1150000000000011 4.7650000000000006 0.72245564892623726 5.0850000000000009 5.4750000000000005 0.65858556175923211 5.535000000000001 4.9250000000000007 0.13270235061645502 8.8450000000000006 5.5050000000000008 5.495000000000001 0.59921259842519692 3.6650000000000005 decision_type=2 2 2 2 2 2 10 10 2 2 2 10 10 8 10 2 10 8 2 10 10 2 10 10 2 8 10 10 2 8 left_child=2 3 5 6 13 -1 -2 9 17 -4 18 -10 -7 -3 -13 -16 -17 -5 20 -20 21 24 26 -23 -8 -12 27 28 -22 -11 right_child=1 4 7 8 -6 12 10 -9 11 29 25 14 -14 -15 15 16 -18 -19 19 -21 22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.009793118287172305 -0.00065528241125420428 0.0066428918890471282 -0.0056940662980866008 0.0013028110580338775 0.010579355469397454 -0.0081524288542795184 6.7474636987380375e-05 -0.00046394992420370745 0.0072954345411052066 -0.0043099848839782892 -0.0013668959747465776 0.0025715515832354431 -0.0041743153802967572 0.0094783126705562798 0.0054810232133783087 0.0075770975990686051 -0.0048236780841966259 0.0029992402967983136 0.0059716275157068559 -0.0037661822151070228 0.0056076136984760765 -0.010071513305196979 0.0033519942831251952 0.0088311388088334036 0.0026273016906247885 0.017208486317061893 0.015740242027785702 -0.0054226144781130952 0.035630158733146428 -0.0024271786299368877 leaf_weight=5980.0073234830052 3370.9393832292408 1157.0859759747982 1168.5085513740778 1107.0115718841553 5929.6540657430887 2241.5344677083194 531.70367910340428 472.82161804940552 322.67460839822888 593.08980503119528 480.58276805281639 720.95324717462063 226.39538171468303 421.98492868058383 722.12602912634611 27.704306550323963 51.398552134633064 1464.8082568943501 48.498381890356541 118.02141374535859 13.847455449402334 6.3128429763019076 592.45735215954483 61.004396865144372 403.60591389983892 4.2374692261219016 24.068604327738285 9.4301898796111363 2.969744646921753 1090.5949219092727 leaf_count=482063 23702 11448 38250 5450 118910 120763 8260 12540 4732 8009 3585 4003 13311 8439 3724 157 433 7629 450 994 163 76 4432 735 2831 23 240 112 34 25682 internal_value=0 0.00508736 -0.00763259 0.00149581 0.00991087 -0.00920721 0.000197742 -0.00363193 0.00316155 -0.0041571 0.00144973 0.00440576 -0.0077875 0.00740062 0.0037932 0.00489246 -0.000480537 0.00226903 0.00215994 -0.000930075 0.00247266 0.00156731 0.00388486 0.0070585 0.00117209 -0.00120454 0.0101593 0.00504154 0.0109093 -0.00309041 internal_weight=0 17593.1 11773 10084.4 7508.72 8447.94 5667.68 3325.01 4416.68 2852.19 2296.74 1844.86 2467.93 1579.07 1522.18 801.229 79.1029 2571.82 1811.92 166.52 1645.4 1002.63 642.773 67.3172 935.31 484.82 50.316 26.2474 16.8172 1683.68 internal_count=911180 210562 700618 71765 138797 616137 45637 84481 26128 71941 21935 13049 134074 19887 8317 4314 590 13079 18327 1444 16883 11902 4981 811 11091 3608 549 309 197 33691 is_linear=0 shrinkage=0.01 Tree=356 num_leaves=31 num_cat=0 split_feature=9 9 9 9 9 4 0 2 9 9 2 9 2 3 0 2 4 2 2 2 2 2 3 4 2 2 4 9 4 4 split_gain=1850.9 197.298 196.426 147.024 109.744 82.027 67.3033 55.7013 48.1045 38.4321 50.5573 38.0219 51.014 46.3268 36.4784 35.6592 34.5557 33.1149 31.3313 31.1409 59.4261 31.1215 39.1952 37.4984 36.3811 62.6771 30.2746 30.1529 31.2672 28.4388 threshold=2.9750000000000005 4.0850000000000009 1.3750000000000002 5.5050000000000008 9.1600000000000019 1.5000000000000002 1.0000000180025095e-35 0.16749174917491746 6.2550000000000008 4.995000000000001 0.35743321718931476 4.9850000000000012 0.73935688405797106 28.500000000000004 1.0000000180025095e-35 0.13453458306399482 1.5000000000000002 0.99938118811881205 0.99938118811881205 1.0000000180025095e-35 0.31281565656565663 1.0000000180025095e-35 19.500000000000004 2.5000000000000004 0.68703358208955234 0.82274865591397861 2.5000000000000004 5.5750000000000011 3.5000000000000004 11.500000000000002 decision_type=10 10 10 10 10 10 2 2 10 10 2 10 2 10 2 2 10 2 2 2 2 2 8 8 2 2 10 10 10 10 left_child=2 26 6 5 8 9 21 15 16 11 14 13 -13 -3 19 29 -5 -10 -12 -11 -21 22 -1 24 -23 -26 -2 28 -18 -7 right_child=1 3 -4 4 -6 7 -8 -9 17 10 18 12 -14 -15 -16 -17 27 -19 -20 20 -22 23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0023537587517010019 0.00028484738116240109 -0.0039326625265080298 0.0022186509079530586 -0.00032429533747876368 -0.0054425815878738635 -0.0025527219195419859 0.006676521131781109 -0.004679633214870021 0.0010549209086630977 0.0022464726753085367 -0.004399937373106691 -0.0047218669655298617 0.0061409704778051105 -0.0011445199234073457 -0.003531028123482007 0.0080571005486645107 0.0026694493757162636 -0.0031722319835223904 -0.00098684206346212914 -0.0051060696430638196 0.0032114615537341862 0.0058339932728673893 0.0036064256240036143 -0.0015696544958950693 -0.00039347742623904481 0.0061721660635400853 -0.0033558874806442914 -0.0035458653094205292 -0.0068838435979837369 0.0072974648005379051 leaf_weight=142.56855925917625 4481.2990249628201 783.44163917843252 4298.8460731953382 1397.1252070516348 474.27790384739637 379.75658019958064 1828.3543488252908 2989.5011247214861 2027.1843812647276 340.48502513021231 1934.7519336026162 63.389660286717117 135.94871627073735 2490.0179026965052 467.38890589959919 40.361907920800149 165.55835476284847 203.96887438651174 312.38173050805926 226.92679336294532 138.21965285483748 1562.4203679449856 488.01035128161311 89.434243259951472 289.48601802811027 292.11253933608532 240.66854302678257 856.57141927536577 43.198950484860688 31.76192138530314 leaf_count=1771 83716 31707 63479 46342 43238 10409 39037 174367 65422 4851 105900 2625 2661 78505 11501 1265 6461 8686 5338 11835 5512 29532 8896 1242 4245 5466 7409 45151 4122 489 internal_value=0 -0.00169034 0.00376288 -0.00223545 -0.000858302 -0.00292413 0.0051776 -0.00418501 -0.000395072 -0.00229462 -0.00304704 -0.0015536 0.00268659 -0.00181181 -0.00136425 -0.000912701 -0.00135872 0.000668481 -0.00392547 7.09625e-05 -0.00195762 0.0042207 0.00225888 0.00477459 0.00503923 0.00290417 9.92869e-05 -0.00271532 0.00069255 -0.00179246 internal_weight=0 20224.2 8991.23 15502.2 5167.89 10334.3 4692.39 3441.38 4693.61 6892.95 3420.15 3472.8 199.338 3273.46 1173.02 451.88 2462.45 2231.15 2247.13 705.631 365.146 2864.03 630.579 2233.45 2144.02 581.599 4721.97 1065.33 208.757 411.519 internal_count=911180 757512 153668 666387 219422 446965 90189 186530 176184 260435 144937 115498 5286 110212 33699 12163 102076 74108 111238 22198 17347 51152 10667 40485 39243 9711 91125 55734 10583 10898 is_linear=0 shrinkage=0.01 Tree=357 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 9 9 10 10 9 9 9 5 9 1 1 4 5 1 5 1 9 1 1 9 9 4 4 9 split_gain=11228.7 3023.25 740.937 214.314 127.055 70.7671 61.1662 54.8509 48.2511 46.38 32.5444 32.1886 24.8059 21.5059 29.7997 43.98 54.9493 18.7403 22.1611 23.2837 23.5275 19.7305 22.9981 21.7058 34.098 20.6721 18.0832 21.4022 15.5665 19.953 threshold=0.0070173616986721008 0.99766892194747936 0.00012842786236425005 0.51461192965507518 0.99997490644454967 5.1029428504989491e-06 4.8750000000000009 5.4750000000000005 0.94052824378013633 0.00073490195791230009 5.8950000000000005 9.0500000000000025 7.5550000000000006 32.500000000000007 6.6150000000000011 0.63582887700534763 0.71068484464172488 1.5000000000000002 164.50000000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.72245564892623726 5.245000000000001 0.66751700680272119 0.68772163120567387 5.0850000000000009 4.7650000000000006 2.5000000000000004 1.5000000000000002 7.5550000000000006 decision_type=2 2 2 2 2 2 10 10 2 2 10 8 8 2 10 2 2 10 2 2 2 2 10 2 2 10 8 10 8 10 left_child=2 3 5 6 12 -1 -2 9 26 -4 -7 -10 -3 -9 -15 -16 -17 18 19 20 -8 22 23 -21 -25 -23 27 -5 29 -28 right_child=1 4 7 8 -6 10 17 13 11 -11 -12 -13 -14 14 15 16 -18 -19 -20 21 -22 25 -24 24 -26 -27 28 -29 -30 -31 leaf_value=-0.0097871089160643816 -0.00066001659767214488 0.0066086966735079914 -0.0056671558260028209 0.0015952763121674033 0.010569821622423956 -0.0081322670296014882 -0.001511709606904555 -0.0017851479574675056 0.0039130335813801435 -0.0030685081123293756 -0.0041435076481572989 0.008167803987315184 0.0094548897309817467 -0.0011641878479070184 0.005940091169692875 0.079638650306021935 0.0068569970118779033 0.00011534115276956141 -0.0028502064851397874 0.0014120243820582715 0.0029196613091389736 0.0049473427342907189 0.0052331182049576465 0.026613121095689807 0.00027476505718891024 -0.0030895405132007631 0.0033429560011037545 -0.0050063004622551742 0.0014934485250365833 0.0094010447091647173 leaf_weight=5911.3438556068577 3368.5628871545196 1151.5141341462731 1162.3021162590012 1054.6031815484166 5861.3368240464479 2222.3337233322673 258.50272011384368 339.57322711404413 1640.3101031668484 1678.846248109825 225.28623494552448 199.42450213059783 417.14327021315694 75.461380382068455 53.030755782499909 1.8850518641993392 2.3066898407414556 716.38239262439311 86.676695210859179 367.82472837343812 223.31374801322818 49.349774215370417 482.18994296528399 8.9489527251571435 10.905028164386747 91.055758766829967 930.96946857124567 51.507713675498962 474.57992882281542 57.738975584506989 leaf_count=482063 23702 11448 38250 5191 118910 120763 1551 7974 9793 33691 13311 3256 8439 3135 1324 46 61 8472 1134 4155 1293 405 4002 77 131 715 4845 259 2533 251 internal_value=0 0.00505422 -0.00760879 0.00148478 0.00989332 -0.00919505 0.000197788 -0.00360704 0.00313797 -0.0041316 -0.00776513 0.00437424 0.00736557 -0.000451221 0.00296265 0.00840487 0.0395874 0.00145678 0.00206547 0.00235102 0.000542156 0.0032137 0.00377516 0.00196176 0.0121465 -0.000264735 0.00225277 0.00128786 0.00298216 0.00369674 internal_weight=0 17502.8 11672.4 10072.8 7429.99 8358.96 5663.71 3313.41 4409.13 2841.15 2447.62 1839.73 1568.66 472.257 132.684 57.2225 4.19174 2295.15 1578.77 1492.09 481.816 1010.27 869.869 387.679 19.854 140.406 2569.4 1106.11 1463.29 988.708 internal_count=911180 210562 700618 71765 138797 616137 45637 84481 26128 71941 134074 13049 19887 12540 4566 1431 107 21935 13463 12329 2844 9485 8365 4363 208 1120 13079 5450 7629 5096 is_linear=0 shrinkage=0.01 Tree=358 num_leaves=31 num_cat=0 split_feature=9 5 9 9 9 9 4 1 0 9 1 1 5 4 5 4 9 4 1 5 0 1 5 9 9 1 9 9 9 1 split_gain=1790.92 218.512 192.723 176.681 81.0759 126.302 86.2231 70.6756 66.2929 65.3303 60.6688 52.2564 51.9858 51.641 40.1255 45.7121 39.0338 33.837 33.458 48.2866 33.4607 44.5817 32.5352 31.492 35.3737 32.3799 30.4756 71.6022 28.6641 28.5864 threshold=2.9750000000000005 53.500000000000007 1.3750000000000002 4.1150000000000011 3.8350000000000004 5.5050000000000008 1.5000000000000002 0.028778467908902653 1.0000000180025095e-35 9.1600000000000019 0.98936170212765973 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 31.500000000000004 3.5000000000000004 1.0000000180025095e-35 11.500000000000002 0.33460559796437661 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 35.500000000000007 5.0050000000000008 4.9850000000000012 0.23845060412224586 5.3350000000000009 5.3550000000000013 4.5150000000000006 0.7003401360544218 decision_type=10 2 10 10 10 10 10 2 2 10 2 2 2 10 2 8 8 10 2 2 2 2 2 10 10 2 10 10 10 2 left_child=2 4 8 -3 -2 6 18 11 10 -7 14 -5 17 -11 15 16 29 26 20 -20 21 -6 -15 24 25 -23 -8 -28 -22 -1 right_child=1 3 -4 7 5 9 12 -9 -10 13 -12 -13 -14 22 -16 -17 -18 -19 19 -21 28 23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0034354338649559991 0.00028557984942002038 7.7269337621246222e-05 0.0021839409749379278 -0.0056542616247184227 0.0017167613695327198 0.00037671208068485666 -0.0032308926029689421 -0.0053298108711181515 0.0066225866257227156 -0.0069216250580186366 0.00075365013191875502 0.0046538259003677182 -0.0052256433839498947 0.0042902062341717857 0.0018825544530401003 -0.0033657044086287976 0.0060676160164789151 0.0076923209417766583 -0.001317146290513326 -0.0039506669547346987 0.00073464849849217112 -0.0036237875203109838 -0.010396445917732812 -0.0032213938192694248 0.005018860873897032 0.0012080208978178626 0.0073282399148038857 -0.0038943925239667229 -0.0031036535055929426 -0.0060215031125088452 leaf_weight=125.99531829915941 3167.4068979863077 920.38958694599569 4273.721598546952 79.700549826025963 863.54509998578578 3628.2961489539593 1392.6714588245377 2853.361728828866 1808.3088365513831 227.68661451945081 438.72352109476924 128.42304868623614 1161.0692950026132 83.599896254949272 394.56679316237569 58.152317602187395 1779.7580055389553 32.146867029368877 2002.7828215379268 1067.2354385936633 255.37862217798829 250.48356406018138 18.404357702005655 487.06152196694165 120.70652842428535 310.76598596014082 95.628495871089399 140.19848181400448 817.01545661780983 42.829128533601761 leaf_count=1837 53003 24330 63479 2760 11685 111334 50558 214459 39037 20991 6277 3153 69182 2039 5854 839 35748 432 57973 54663 4174 10095 2528 25847 2843 9438 1589 4819 19617 597 internal_value=0 -0.0016667 0.00371672 -0.0037645 -0.00114858 -0.00149923 -0.00215415 -0.00491946 0.00512597 -1.05653e-05 0.00417305 0.000706363 -0.00360236 -0.00427261 0.00479778 0.00537097 0.0056317 -0.00246741 -0.00149237 -0.00223264 -0.000760434 -6.39303e-06 0.00164033 -0.00127928 0.00010781 -0.000948397 -0.00266796 0.000656416 -0.0021896 0.0010363 internal_weight=0 20104 8922.06 3981.87 16122.1 12954.7 8996.69 3061.49 4648.33 3957.99 2840.03 208.124 2821.71 329.691 2401.3 2006.73 1948.58 1660.65 6174.98 3070.02 3104.96 2032.56 102.004 1169.02 681.956 561.25 1628.5 235.827 1072.39 168.824 internal_count=911180 757512 153668 244702 512810 459807 322915 220372 90189 136892 51152 5913 126580 25558 44875 39021 38182 57398 196335 112636 83699 59908 4567 48223 22376 19533 56966 6408 23791 2434 is_linear=0 shrinkage=0.01 Tree=359 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 3 2 5 4 2 5 2 2 2 4 5 2 5 10 2 2 2 4 10 10 4 split_gain=11045.9 2999.08 739.985 211.18 128.019 71.2524 58.4882 49.8051 18.7433 15.9816 14.8723 19.1142 15.2544 13.5583 22.035 30.4958 13.1433 11.8845 11.7678 37.5567 10.2309 18.5405 10.0847 9.76657 8.79355 8.41961 10.487 8.40858 8.14511 11.5864 threshold=0.0070173616986721008 0.99766892194747936 0.00012842786236425005 0.3781151175498963 0.99997490644454967 5.1029428504989491e-06 0.94052824378013633 0.00099748477805400022 0.068259380757808671 42.000000000000007 0.84654631083202525 2.5000000000000004 2.5000000000000004 0.53873431533006011 214.50000000000003 0.75103305785123975 0.82274865591397861 0.8185736677115989 2.5000000000000004 103.50000000000001 0.8238526179702651 8.5000000000000018 3.4846319977077662e-05 0.8185736677115989 0.86391694725028068 0.99938118811881205 1.5000000000000002 0.99977076053619396 0.98755538463592529 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 8 2 2 8 2 2 2 2 2 8 2 2 2 2 2 2 2 10 2 2 10 left_child=2 3 5 8 18 -1 10 24 9 16 12 -12 -5 -14 -15 -16 -2 -9 27 -20 21 -18 -7 -24 -4 26 -19 -3 -8 -30 right_child=1 4 7 6 -6 22 28 17 -10 -11 11 -13 13 14 15 -17 20 25 19 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0097809454578372881 -0.00096245687226516612 0.0069691432086403764 -0.00514664518302401 0.0020463159937060167 0.010560076709391131 -0.008257430676004731 0.0037578275208302336 -0.0027704111089255231 0.00061891824403756629 0.029739073584028067 0.001905969478702563 0.0058085212639300832 0.0014667108761787443 -0.0048201516762865961 -0.0080809439153248577 0.026254127318754573 -0.0027090769822003774 0.0028570825883977792 0.0059721430652874118 -0.014859037868717761 0.00080534911957916668 0.038405644211010601 -0.0073456563926705219 -0.0044163472967243414 -0.0028145909849368969 -0.0024351935967846529 -0.0029469211018543677 0.0085451795644199708 0.0054429563164792019 0.00085424972830593787 leaf_weight=5842.0576916509308 2021.6447736658156 797.52086363732815 1384.8471663622186 2453.9176549986005 5793.2797653507441 1481.901444922667 1035.1334056183696 1464.2385025499389 2568.3769150450826 1.7346679270267475 276.57782739400864 229.76750063896179 139.49429463595152 94.259142018854618 4.7786463499069196 5.6397662982344627 2.3975284025073043 103.67090638354421 163.54436886683106 9.1384685561060888 425.77780330181122 2.0216333903372288 813.18188219517469 132.3416101038456 183.06562395300716 121.74890197813511 44.491452138870955 588.19716944918036 739.8424966558814 59.447625983506441 leaf_count=482063 21993 9121 45563 12598 118910 88563 6494 28149 16286 9 1362 1072 768 539 39 30 32 2100 1898 41 3961 27 38931 6580 5813 1617 1239 8827 6147 408 internal_value=0 0.00502069 -0.00758463 0.00147304 0.00987566 -0.0091826 0.00291942 -0.00358276 2.1805e-05 -0.000603247 0.00210426 0.00367685 0.00180913 -0.000574572 -0.00329481 0.0105056 -0.000624714 -0.00241498 0.00733137 0.00486975 0.000962459 0.0160997 -0.00774258 -0.00693565 -0.00487436 -0.000486821 0.00111421 0.00763812 0.00434336 0.00510167 internal_weight=0 17412.5 11571.5 10060.8 7351.68 8269.48 5038.86 3302.06 5021.95 2453.58 3204.43 506.345 2698.09 244.172 104.678 10.4184 2451.84 1734.15 1558.4 172.683 430.197 4.41916 2427.42 945.523 1567.91 269.911 148.162 1385.72 1834.42 799.29 internal_count=911180 210562 700618 71765 138797 616137 29457 84481 42308 26022 16408 2434 13974 1376 608 69 26013 33105 19887 1939 4020 59 134074 45511 51376 4956 3339 17948 13049 6555 is_linear=0 shrinkage=0.01 Tree=360 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 2 4 2 1 1 1 4 10 2 4 1 3 4 2 10 10 4 1 1 3 4 split_gain=10890.3 2982.54 740.191 207.236 129.117 71.774 57.7009 49.318 18.3718 14.5845 14.9534 13.2928 13.2032 12.7126 11.9174 11.7006 10.1145 9.73996 9.49639 9.49572 10.229 10.1354 8.71666 8.44086 8.07512 11.4308 11.7418 11.4271 15.1379 9.19133 threshold=0.0070173616986721008 0.99766892194747936 0.00012842786236425005 0.3781151175498963 0.99997490644454967 5.1029428504989491e-06 0.94052824378013633 0.00099748477805400022 0.068259380757808671 0.84654631083202525 2.5000000000000004 0.53873431533006011 0.38307814674885665 0.18142633228840127 0.64126753749395271 2.5000000000000004 3.4846319977077662e-05 0.8185736677115989 3.5000000000000004 1.0000000180025095e-35 29.500000000000004 1.5000000000000002 0.86391694725028068 0.99977076053619396 0.98755538463592529 3.5000000000000004 0.81291666666666684 0.53873431533006011 23.500000000000004 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 8 2 2 10 2 10 10 2 2 2 10 2 2 10 10 left_child=2 3 5 8 15 -1 9 22 12 10 -5 14 -2 19 -12 23 -7 -18 -14 20 -9 -21 -4 -3 27 -26 29 28 -8 -27 right_child=1 4 7 6 -6 16 24 13 -10 -11 11 -13 18 -15 -16 -17 17 -19 -20 21 -22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.0097755781853344197 0.00011021864879344878 0.0069337921623499957 -0.0051186593421605441 0.0020260725430085963 0.010551052523420146 -0.0082394803989979774 0.0077803422270497141 -0.004616438212430604 0.00061259359331558951 0.0036409988637071916 0.0036588630425403654 -0.0032632527916207021 -0.0011377505098315308 -0.0029388712133831779 -0.0024182725948024668 0.0048393910121005655 -0.0073224373774673415 -0.0043904833921399088 -0.0050032416498726386 0.0027746638763533928 -0.0008455349740928822 -0.0029300676580935568 -0.0027935878165049714 0.0085175956606677733 0.0054052905908458238 -0.0020638180827510402 -0.011070152690962787 0.0020189182271122129 0.003780469462262361 0.0063615521533985833 leaf_weight=5787.0880284463055 1270.6010475475341 793.59081237763166 1378.526312966831 2453.6528862044215 5740.5167196318507 1470.3365925485268 111.08764897659421 101.67360171489418 2568.9420036301017 506.21891013905406 88.850292190909386 104.63605761528015 1114.625082526356 1234.5068093016744 50.672300226986408 172.03278901055455 807.63070304878056 131.79277113918215 67.397918183356524 104.28973673656583 245.94049090147018 44.403794352896512 182.59990424383432 584.22096528112888 737.55946449935436 23.880874253809452 7.2589506283402434 284.33030319213867 638.18620181083679 28.282227583229542 leaf_count=482063 12884 9121 45563 12598 118910 88563 642 1374 16286 2434 490 608 12019 25295 278 1939 38931 6580 1119 2108 3088 1240 5813 8827 6147 139 77 1820 4032 192 internal_value=0 0.00498956 -0.00756318 0.00145899 0.00985956 -0.00917174 0.00289267 -0.00355791 2.15845e-05 0.00208348 0.00179122 -0.000568902 -0.000597454 -0.00239547 0.00145175 0.00729834 -0.00772163 -0.00691111 -0.00135816 -0.00104383 -0.00194849 0.00107108 -0.0048467 0.00760536 0.00430899 0.00506536 0.000846073 0.00372578 0.00437349 0.00250432 internal_weight=0 17346.5 11488.8 10056.2 7290.36 8196.85 5034.62 3291.94 5021.57 3204.03 2697.81 244.159 2452.62 1730.81 139.523 1549.84 2409.76 939.423 1182.02 496.308 347.614 148.694 1561.13 1377.81 1830.59 796.982 59.4221 1033.6 749.274 52.1631 internal_count=911180 210562 700618 71765 138797 616137 29457 84481 42308 16408 13974 1376 26022 33105 768 19887 134074 45511 13138 7810 4462 3348 51376 17948 13049 6555 408 6494 4674 331 is_linear=0 shrinkage=0.01 Tree=361 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 9 9 10 10 0 9 9 9 5 9 4 5 9 4 5 4 9 4 5 9 5 5 9 9 split_gain=10736.8 2965.88 740.344 203.578 130.254 72.2957 61.4501 54.2987 46.115 45.4403 41.9566 32.9887 32.0102 25.3353 21.411 28.5852 20.8059 29.3212 17.9772 20.6694 15.6092 14.9217 19.4904 14.6915 17.2821 14.2405 15.6377 18.118 14.0132 39.8863 threshold=0.0070173616986721008 0.99766892194747936 0.00012842786236425005 0.51461192965507518 0.99997490644454967 5.1029428504989491e-06 4.8750000000000009 5.4750000000000005 0.94052824378013633 0.00073490195791230009 1.0000000180025095e-35 5.8950000000000005 9.0500000000000025 7.5550000000000006 32.500000000000007 6.6150000000000011 1.5000000000000002 164.50000000000003 4.7650000000000006 2.5000000000000004 79.500000000000014 1.5000000000000002 7.5550000000000006 3.5000000000000004 50.500000000000007 8.8450000000000006 1.0000000180025095e-35 1.5000000000000002 2.5450000000000004 2.5750000000000006 decision_type=2 2 2 2 2 2 10 10 2 2 2 10 8 8 2 10 10 2 8 10 2 8 10 10 2 8 2 2 8 8 left_child=2 3 5 6 13 -1 28 9 18 -4 16 -7 -10 23 -9 -16 17 -8 19 -5 -13 22 -20 -3 -25 26 -12 -28 -2 -30 right_child=1 4 7 8 -6 11 10 14 12 -11 25 20 -14 -15 15 -17 -18 -19 21 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31 leaf_value=-0.0097701926180605442 -0.0022979680347490683 0.0067372701171313151 -0.0055912640014719106 0.0015351383480923238 0.010542088160317167 -0.0080751681553348602 0.0032985764825029813 -0.0017203768195032112 0.0038163054592845053 -0.0030044920280694115 -0.0028296436210705502 -0.0051743612775740459 0.00809615696086643 0.0094042727534690701 -0.0010527502971625685 0.008334453693764286 0.00058603450225008812 -0.0028754698764153074 0.0032745038757707118 -0.0049609940744437782 0.0020968148184207255 0.0014655809635648112 0.0092730048311039995 0.0032047076582025148 -0.01591594826551521 0.017095063288308732 0.0044523775517581249 -0.0017156969963843993 0.0081320120583499387 -0.00057377016942200001 leaf_weight=5732.6479947213084 456.42852730304003 1085.636722933501 1146.1182066518813 1052.7809595540166 5688.2062417604029 2171.351467911154 1150.6655270308256 337.27809025533497 1631.0469730980694 1666.510177148506 282.95605796575546 185.81114854989573 195.72615527361631 407.28446371294558 74.577562459744513 57.41141854505986 577.645004382357 82.430910618975759 929.39023080095649 51.369992718100548 35.100963923148811 474.11388840526342 57.519464790821075 43.224283680319786 5.3074965178966513 4.2339105680584899 81.414531927555799 114.73602457717061 53.61518482863903 2855.3643998000771 leaf_count=482063 2149 11089 38250 5191 118910 120763 9930 7974 9793 33691 2018 10767 3256 8439 3135 1431 7303 1094 4845 259 2544 2533 251 335 24 23 581 986 249 21304 internal_value=0 0.00495856 -0.00754168 0.00144509 0.00984335 -0.00916083 0.000191399 -0.00353318 0.00306061 -0.00405858 0.00145348 -0.00770061 0.00427486 0.00726489 -0.00038414 0.00303041 0.00215218 0.00288585 0.00219589 0.00123291 -0.00401904 0.00292365 0.00362411 0.00649663 0.00111365 -0.00116409 -0.00132544 0.000844433 -0.000668918 -0.000413315 internal_weight=0 17281.1 11406.8 10051.4 7229.66 8124.91 5659.49 3281.9 4391.95 2812.63 2294.08 2392.26 1826.77 1541.45 469.267 131.989 1810.74 1233.1 2565.17 1104.15 220.912 1461.02 986.91 1134.17 48.5318 483.341 479.107 196.151 3365.41 2908.98 internal_count=911180 210562 700618 71765 138797 616137 45637 84481 26128 71941 21935 134074 13049 19887 12540 4566 18327 11024 13079 5450 13311 7629 5096 11448 359 3608 3585 1567 23702 21553 is_linear=0 shrinkage=0.01 Tree=362 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 4 5 10 4 5 10 4 3 5 5 5 4 5 10 4 5 3 5 3 10 4 split_gain=10584.9 2949.53 740.481 200.064 131.332 72.8233 56.0313 48.4769 17.9853 12.6555 16.5992 14.4842 11.6773 36.6493 10.2338 9.88353 9.72525 9.02196 8.69226 12.8954 12.599 9.85836 8.55788 8.47252 8.15876 9.45897 8.12572 9.04121 8.67865 10.822 threshold=0.0070173616986721008 0.99766892194747936 0.00012842786236425005 0.3781151175498963 0.99997490644454967 5.1029428504989491e-06 0.94052824378013633 0.00099748477805400022 0.068259380757808671 1.5000000000000002 1.0000000180025095e-35 0.8784809708595277 2.5000000000000004 103.50000000000001 3.4846319977077662e-05 2.5000000000000004 16.500000000000004 2.5000000000000004 10.500000000000002 1.0000000180025095e-35 4.5000000000000009 353.50000000000006 0.99977076053619396 1.5000000000000002 52.500000000000007 27.500000000000004 455.50000000000006 27.500000000000004 0.98755538463592529 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 8 2 2 8 2 2 10 10 2 2 2 10 2 2 10 2 8 2 10 2 10 left_child=2 3 5 8 12 -1 9 -4 15 10 11 -5 22 -14 -7 17 -12 -2 19 -11 21 -20 -3 -9 -19 -26 28 -28 -8 -30 right_child=1 4 7 6 -6 14 26 23 -10 18 16 -13 13 -15 -16 -17 -18 24 20 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31 leaf_value=-0.0097647882812421875 -0.00092932554260973465 0.0068618985462845332 -0.0047929193705938209 0.00081030019386566627 0.010533182653028611 -0.0082045128948142962 0.0037042632163838685 -0.0019333124121088307 0.00060414440051606805 0.0015672544718987589 0.0065350441987229594 0.0040058937270519429 0.0058694982952908628 -0.014698530373075534 -0.0068587869858951073 -0.0026056508462200907 0.0029234806128062385 0.0010779017704622457 0.0038438181304860557 -0.0013429854090909583 -0.0046764457723468926 -0.0045836268909577923 0.0084660072702685291 -0.0035204574730486383 0.0022148036280066979 -0.0017645319430035281 0.0082722643313466807 -0.0063739380283611502 0.0054387113454893677 0.00097132637098563707 leaf_weight=5678.7326636915095 1302.9854118339717 785.55521482415497 1548.1114529212937 761.63430129736662 5636.3451637923717 1448.3000993430614 1019.7959092706442 1265.8719032835215 2570.0101523138583 381.51601976156235 79.087814133614302 174.29579206556082 161.5213088132441 9.15423686057329 926.65892918780446 221.92016093619168 1302.575326345861 585.45378024876118 213.86068937182426 253.37464524060488 21.698417700827122 14.844218403100966 576.76981970109046 458.04207831062376 77.145004818215966 264.67358198016882 5.9775692597031602 14.292374603450298 724.13093902170658 58.614523723721504 leaf_count=482063 10610 9121 51376 3813 118910 88563 6448 21737 16286 1950 358 1068 1898 41 45511 3581 6458 6876 1194 1358 112 97 8827 11368 961 3994 27 65 6104 405 internal_value=0 0.00492736 -0.00752004 0.00143115 0.00982732 -0.00914984 0.00284173 -0.00350847 1.95952e-05 0.00204517 0.00243367 0.00140541 0.00723211 0.00476633 -0.00767944 -0.000593043 0.00313021 -0.00039278 0.00102811 0.000405825 0.00260591 0.00329683 0.00754103 -0.00235502 0.000361164 -0.000866436 0.00424137 -0.0020548 0.00431217 0.00510418 internal_weight=0 17217.2 11325.7 10047.9 7169.35 8053.69 5025.7 3272.03 5022.19 3202.89 2317.59 935.93 1533 170.676 2374.96 2452.18 1381.66 2230.26 885.294 634.891 250.403 228.705 1362.33 1723.91 927.272 341.819 1822.81 20.2699 1802.54 782.745 internal_count=911180 210562 700618 71765 138797 616137 29457 84481 42308 16408 11697 4881 19887 1939 134074 26022 6816 22441 4711 3308 1403 1291 17948 33105 11831 4955 13049 92 12957 6509 is_linear=0 shrinkage=0.01 Tree=363 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 9 9 10 9 9 9 10 9 5 9 2 1 9 2 9 2 10 10 2 9 2 5 1 1 split_gain=10435.4 2932.93 740.529 196.438 132.422 73.3443 58.5061 53.7533 44.7671 41.6956 33.1724 25.7172 22.9241 21.0853 21.0292 27.8183 45.4727 38.3997 22.3966 27.6048 25.9995 28.0537 19.1414 18.5043 19.0679 17.0427 17.0963 15.5169 45.2678 35.5349 threshold=0.0070173616986721008 0.99766892194747936 0.00012842786236425005 0.65440738201141369 0.99997490644454967 5.1029428504989491e-06 4.8650000000000011 5.4750000000000005 0.00073490195791230009 9.0500000000000025 5.8950000000000005 7.5550000000000006 0.97252115607261669 4.8650000000000011 32.500000000000007 6.6150000000000011 0.60535266738274263 0.40924344112263583 8.2700000000000014 0.33477011494252878 6.8650000000000011 0.48492424242424242 0.094556797295808764 0.068259380757808671 0.31281565656565663 5.2550000000000008 0.31838294448913923 79.500000000000014 0.65419580419580436 0.68208556149732635 decision_type=2 2 2 2 2 2 10 10 2 8 10 8 2 10 2 10 2 2 10 2 8 2 2 2 2 10 2 2 2 2 left_child=2 3 5 6 11 -1 22 8 -4 12 -7 -3 13 -5 -9 -16 17 -17 20 -20 21 -19 -2 24 -8 26 -26 -12 -29 -30 right_child=1 4 7 9 -6 10 23 14 -10 -11 27 -13 -14 -15 15 16 -18 18 19 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31 leaf_value=-0.0097593647371293744 -0.0012389617287434671 0.0064227101413594006 -0.0055389019353557414 0.0013020829304674726 0.010524335048135656 -0.0080373038843527464 -0.0019353082909518641 -0.0016752160702249047 -0.0029619273495078645 0.0065288856303151333 -0.0051086643953595955 0.0093714636566196302 0.0040721729385726439 0.0032307296618491431 -0.0010099407621702073 0.086352794168231994 0.0033320544210981534 0.064402840102561323 0.086459195893421464 0.015370376304584932 0.0040120425637966807 -0.0009055323399267904 0.0002045304321724776 0.0021385073943406751 0.031634184813611285 0.002585430378176724 -0.00066232795769118481 -0.00070628865367032209 0.14324024385992137 0.029572791903784638 leaf_weight=5625.3371431524865 1724.1163653340191 1123.1608479321003 1135.5649925712496 1073.4311695992947 5584.930323112756 2139.3495840523392 257.57471842505038 335.70537114143372 1658.9468581536785 348.41073305532336 183.53228036360815 401.48955391161144 1112.6575020700693 1201.1813168525696 74.24354693852365 0.92848365101963182 44.135504861362278 1.7370091807097172 1.0299773104488843 1.163050318136811 7.6089994581416258 1.0585786672309039 1966.3430595137179 1631.3241530694067 1.6475164759904135 408.08194489218295 318.68604219332337 32.822995734866709 0.32594910450279657 1.7606166563928125 leaf_count=482063 14453 11448 38250 5570 118910 120763 2652 7974 33691 4785 10767 8439 7120 5463 3135 21 1045 51 23 35 220 36 10782 10354 25 5042 5519 2410 23 111 internal_value=0 0.00489653 -0.00749842 0.00141747 0.00981126 -0.00913882 0.000341212 -0.003484 -0.00400909 0.00323477 -0.00765828 0.00719921 0.00289594 0.00232057 -0.000345922 0.0030372 0.00824819 0.0242895 0.0197152 0.0487579 0.0135938 0.0396731 -0.000469843 0.00148481 0.000403274 0.00123022 -0.000496223 -0.00394628 0.00216482 0.0473291 internal_weight=0 17153 11245.3 10043.5 7109.58 7983.13 6307.77 3262.12 2794.51 3735.68 2357.79 1524.65 3387.27 2274.61 467.611 131.905 57.6616 13.5261 12.5976 2.19303 10.4046 2.79559 3690.46 2617.31 985.99 728.416 320.334 218.442 34.9096 2.08657 internal_count=911180 210562 700618 71765 138797 616137 48827 84481 71941 22938 134074 19887 18153 11033 12540 4566 1431 386 365 58 307 87 25235 23592 13238 10586 5544 13311 2544 134 is_linear=0 shrinkage=0.01 Tree=364 num_leaves=31 num_cat=0 split_feature=4 0 1 2 1 1 1 3 2 1 2 3 1 1 4 4 0 3 2 1 3 3 2 1 4 2 1 2 4 4 split_gain=267.484 135.867 168.56 113.316 92.3748 82.9157 51.3912 46.5512 41.5566 69.9256 40.5094 39.0445 32.0917 57.5978 60.1612 25.7921 25.051 24.8446 35.5135 33.7212 23.6202 22.0418 21.3277 25.1371 18.2235 18.2114 18.0616 26.6743 17.5017 17.1946 threshold=2.5000000000000004 1.0000000180025095e-35 0.028778467908902653 1.0000000180025095e-35 0.74891304347826104 0.49184758529020828 0.5265987549518959 29.500000000000004 0.31281565656565663 0.68438714235252573 0.41202270381836947 20.500000000000004 0.49184758529020828 0.50144508670520238 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 28.500000000000004 0.92342186961021067 0.091372912801484213 20.500000000000004 25.500000000000004 0.24165739710789766 0.98936170212765973 1.5000000000000002 0.16749174917491746 0.65858556175923211 0.33248299319727892 1.5000000000000002 11.500000000000002 decision_type=10 2 2 2 2 2 2 8 2 2 2 8 2 2 10 10 2 8 2 2 8 10 2 2 10 2 2 2 10 10 left_child=1 2 20 -2 8 11 -7 -6 -4 12 -8 -3 17 14 -14 22 29 18 19 -10 -1 -16 23 -9 -19 -17 -15 -28 -21 -5 right_child=3 5 4 16 7 6 10 15 9 -11 -12 -13 13 26 21 25 -18 24 -20 28 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-7.3847678809480793e-05 0.0014742427221596216 -0.002120890103965252 -0.0038804508954895238 -0.0038688319709717128 -0.00054587522330257752 0.0038481949164712414 0.0018142658583725228 -0.00084456494878486102 0.0062228834708231394 0.019268679918510029 -0.0040907012009500331 0.00092569901420378603 -0.00020833716250716648 -0.001243427689426159 0.0067934308543608612 0.003728365874689324 -0.0008713761016396729 -0.0011633062049161683 -0.0035893066690868124 0.00028421955641633098 0.0027160420759362769 0.0026851992011358789 0.0046769846546444328 0.0030066071140732726 -0.0024481993966215935 -0.0022869099681372069 -0.0050360831057222619 0.0013702891027244288 -0.0018614747850605265 -0.0088236270227962741 leaf_weight=354.96804098878056 513.77181676402688 477.43739324342459 434.6994918351993 2181.3527538436465 891.59345701429993 1777.0362549424171 1122.2525547323748 231.74005024041981 85.84387442888692 17.448374794330448 129.59298611525446 3537.3964930679649 777.05554176215082 2387.1221461584792 192.95232312660664 69.694436592981219 282.99022437352687 4214.6682442724705 298.42768401233479 1837.3484549950808 2091.58614692837 404.13179473392665 440.24823872651905 630.88813453447074 1495.4899111720733 181.15084968321025 73.326305431313813 571.91769972676411 479.30743374442682 72.362677141558379 leaf_count=9744 9972 16863 18248 132077 19548 34280 26059 7737 3431 268 6397 71233 20720 91347 5500 1493 7958 149186 19339 68232 33596 10950 10429 9323 68464 4709 3649 16253 24749 9426 internal_value=0 0.000326853 -0.000130377 -0.0028084 -0.000510496 0.00150578 0.00275492 0.00127551 -0.000839617 -0.000736629 0.00120297 0.000563404 -0.000763862 -7.25531e-05 0.00162581 0.0023207 -0.00367578 -0.00112603 -0.000335796 6.83405e-05 0.00231126 0.00401281 0.00288604 0.00197201 -0.00149982 -0.000615636 -0.00084218 0.000642261 -0.000159717 -0.00402792 internal_weight=0 25205.3 18161.6 3050.48 15715.1 7043.72 3028.88 2445.32 13269.7 12835 1251.85 4014.83 12817.6 4406.51 1374.14 1553.72 2536.71 8411.09 2700.93 2402.5 2446.55 597.084 1302.88 862.628 5710.16 250.845 3032.37 645.244 2316.66 2253.72 internal_count=911180 751747 596915 159433 553575 154832 66736 53239 500336 482088 32456 88096 481820 148419 37170 33691 149461 333401 115751 96412 43340 16450 27489 17060 217650 6202 111249 19902 92981 141503 is_linear=0 shrinkage=0.01 Tree=365 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 9 9 9 10 9 10 9 5 5 4 9 2 4 5 9 2 2 2 2 3 4 2 3 5 split_gain=10276.1 2915.52 740.26 193.061 133.487 73.8722 60.5088 53.2428 46.52 44.3691 33.1972 28.2919 25.7934 23.3853 23.9834 48.1731 34.8129 25.2304 20.7432 20.6406 26.9382 43.2526 32.1556 22.1992 41.6189 18.9357 18.6696 19.1055 27.0389 22.5167 threshold=0.0070173616986721008 0.99766892194747936 0.00012842786236425005 0.3781151175498963 0.99997490644454967 5.1029428504989491e-06 5.2550000000000008 5.4750000000000005 4.8650000000000011 0.00073490195791230009 5.8950000000000005 0.97252115607261669 7.5550000000000006 446.50000000000006 6.5000000000000009 4.5000000000000009 5.8550000000000013 0.30032679738562096 1.5000000000000002 32.500000000000007 6.6150000000000011 0.60535266738274263 0.5884438881935754 0.36417112299465243 0.30032679738562096 25.500000000000004 1.5000000000000002 0.27320574162679429 25.500000000000004 164.50000000000003 decision_type=2 2 2 2 2 2 8 10 10 2 10 2 8 2 2 10 10 2 8 2 10 2 2 2 2 8 10 2 10 2 left_child=2 3 5 8 12 -1 11 9 -2 -4 -7 -5 -3 14 16 -16 18 -17 -8 -9 -21 22 23 24 -22 -20 27 28 -10 -29 right_child=1 4 7 6 -6 10 13 19 26 -11 -12 -13 -14 -15 15 17 -18 -19 25 20 21 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.0097536179553562655 -0.00078311533273008375 0.0063876423026146684 -0.0055105867721642185 0.0014700251813365207 0.010515714664792491 -0.0080171789312043582 0.0056754808238316887 -0.0016546701805245951 -0.0061767896867937003 -0.002939893027300796 -0.0039137812863331688 0.0037845140270009502 0.0093521585280712961 -0.0055603826758697022 0.006475139762481639 -0.014870759765088049 0.00071024538274498965 0.0018204411931449088 0.0082548035521825287 -0.00098560987511809141 0.009583922900596514 0.0032910124448175082 0.082944265807441395 0.0099325267536787085 0.069967860240084556 0.00094017462475365202 -0.00024436204803180518 0.0029644563267302447 0.0010669219234013547 -0.0028018525068135044 leaf_weight=5566.7979905996472 2971.1179664731026 1117.8162626624107 1129.7689844192937 2513.0722317174077 5529.3221650458872 2122.3548399074934 549.81187725812197 334.97011322155595 60.753766164183617 1654.8260700199753 217.34886411298066 668.67059581726789 397.99228471331298 24.042516760528088 648.59707717970014 15.696600899100302 325.25752250105143 21.407476559281349 42.726380277425051 74.054651499725878 2.4874526886269424 44.255131330341101 0.85542917810380537 8.3569327685981971 2.1093472186475992 206.15339604765177 638.05895720049739 938.66018221154809 339.44236036762595 72.983973730355501 leaf_count=482063 21576 11448 38250 12381 118910 120763 4921 7974 437 33691 13311 4513 8439 124 3323 124 1953 111 367 3135 63 1045 19 258 46 1640 8037 8873 2360 1025 internal_value=0 0.00486395 -0.00747517 0.00140257 0.009795 -0.00912697 0.00279028 -0.0034588 1.64064e-05 -0.00398288 -0.00763599 0.00195643 0.00716601 0.00423713 0.0043673 0.00584119 0.00346811 -0.00524065 0.00459121 -0.000334466 0.00301274 0.00811219 0.0235629 0.0196416 0.0372925 0.00219591 0.00117523 0.00181679 -3.27458e-05 0.00254845 internal_weight=0 17081.6 11158.2 10036.5 7045.13 7906.5 5015.44 3251.68 5021.02 2784.6 2339.7 3181.74 1515.81 1833.69 1809.65 685.701 1123.95 37.1041 798.692 467.089 132.119 58.0643 13.8092 12.9537 4.5968 248.88 2049.9 1411.84 400.196 1011.64 internal_count=911180 210562 700618 71765 138797 616137 29457 84481 42308 71941 134074 16894 19887 12563 12439 3558 8881 235 6928 12540 4566 1431 386 367 109 2007 20732 12695 2797 9898 is_linear=0 shrinkage=0.01 Tree=366 num_leaves=31 num_cat=0 split_feature=5 2 2 1 5 2 1 1 1 2 1 5 0 5 5 5 1 0 2 2 2 5 5 7 5 1 5 1 2 2 split_gain=454.913 83.5747 122.237 73.9028 54.6877 45.5253 42.0198 36.2598 41.3682 31.4131 30.0522 28.5809 27.6143 25.3391 25.0795 22.8423 32.6306 17.6381 24.4054 33.041 28.1422 17.4679 21.8145 17.0212 16.3811 18.0762 18.4656 15.9434 15.7659 14.7423 threshold=3.5000000000000004 0.50155279503105599 0.48492424242424242 0.028778467908902653 53.500000000000007 0.34514106583072107 0.13712060166532367 0.98936170212765973 0.64326765188834167 0.76506899055918665 0.24494897959183673 273.50000000000006 1.0000000180025095e-35 212.50000000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.51363749070171105 1.0000000180025095e-35 0.80066225165562932 0.78297101449275375 0.94754041967664271 9.5000000000000018 26.500000000000004 1.0000000180025095e-35 68.500000000000014 0.78596059113300509 135.50000000000003 0.74891304347826104 0.92890109890109895 0.68783602150537648 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 11 7 23 -3 8 17 10 -8 13 24 -2 -12 -4 -17 18 19 29 28 -21 -23 -1 -6 -26 -27 -10 -20 -5 right_child=3 6 15 4 12 -7 9 -9 27 -11 14 -13 -14 -15 -16 16 -18 -19 20 21 -22 22 -24 -25 25 26 -28 -29 -30 -31 leaf_value=0.0012563628795949997 0.0011727208288866615 0.0013039877402041527 0.00221577488400794 -0.00079426890446421868 -0.0044811683497899667 -0.00074654435476634957 0.0049302815351925646 0.0013154576950948872 -0.004606422800011745 -0.0025638168240490374 0.00018193856535584008 -0.0067945000956585689 0.0014736504599144589 0.0098545412727433519 -0.0019492076692713689 0.0040800027079486234 0.05696209220186655 0.00092236002166304516 -0.0028118626236638016 -0.0035418440754530363 0.0012201970248955311 0.0051409539263386076 -0.00409020911482183 0.0096652533649833235 -0.0026628082757095442 0.0044744946022576247 -0.0029341155948661153 -0.0017230289136878471 -0.0064469148322992458 -0.002476409877077299 leaf_weight=6722.8750976491719 877.82863085437566 1890.543353353627 1006.3724321452901 2573.7483100765385 485.77621277002618 1316.3651673458517 113.74225449096411 542.95042683091015 492.99992400407791 626.8210705043748 2431.8627826832235 43.466402818448842 160.50871823634952 34.956525504589081 714.41544353216887 1700.7234737547114 1.167633494362234 419.88946631364524 487.30757562769577 38.254779814742506 141.66028525354341 177.76558469515294 29.906203150749207 24.158514395356178 3782.9104798170738 72.913104086183012 62.464232086203992 313.84687443263829 158.00206302152947 653.23551447549835 leaf_count=139163 19362 40157 21723 107435 28859 40711 2637 10311 24855 21324 62718 2062 4632 604 22739 34034 19 12301 23590 1735 7395 5658 1466 856 214486 2497 2787 12427 11475 31162 internal_value=0 0.0010515 0.00157195 -0.00153449 -0.00177481 0.000954578 8.11575e-05 -0.00114968 -0.00139363 -0.000513622 -0.00011942 0.00112794 -0.00260057 0.0015052 -0.000301974 0.00341007 0.00411628 -0.00103308 -0.00122583 -0.000865515 -0.00281588 0.00266775 0.0038116 0.00128647 -0.00274906 -0.00253432 0.0010561 -0.00348484 -0.00370189 -0.00113478 internal_weight=0 16549 10771.7 11550.4 10594.1 8063.4 5777.38 6029.57 5486.62 3886.84 3260.02 956.252 4564.57 912.785 3146.28 2708.26 1701.89 4679.77 4259.88 3472.91 786.97 245.927 207.672 6747.03 4404.06 3918.29 135.377 806.847 645.31 3226.98 internal_count=911180 386081 236506 525099 503071 180730 149575 249810 239499 109418 88094 22028 253261 19966 85457 55776 34053 202217 189916 147456 42460 8859 7124 140019 248629 219770 5284 37282 35065 138597 is_linear=0 shrinkage=0.01 Tree=367 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 9 9 10 9 9 9 10 9 4 2 9 1 2 4 10 9 4 9 1 1 9 1 1 9 split_gain=10120.3 2897.73 740.016 190.075 134.598 74.4132 56.7738 52.6687 43.9598 41.0427 33.1842 25.8679 22.3761 20.544 19.9886 23.1072 23.2607 24.2531 33.9631 19.7813 18.4727 14.6887 14.5373 14.1831 13.6414 13.1657 13.7689 12.9473 22.9336 12.533 threshold=0.0070173616986721008 0.99766892194747936 0.00012842786236425005 0.65440738201141369 0.99997490644454967 5.1029428504989491e-06 4.8650000000000011 5.4750000000000005 0.00073490195791230009 9.0500000000000025 5.8950000000000005 7.5550000000000006 0.97252115607261669 4.8650000000000011 1.5000000000000002 0.27320574162679429 5.2550000000000008 0.66751700680272119 0.31281565656565663 3.5000000000000004 0.094556797295808764 4.8950000000000005 3.5000000000000004 3.6650000000000005 0.13712060166532367 0.12062851552946931 4.3150000000000004 0.94494949494949509 0.53361581920903967 4.2350000000000012 decision_type=2 2 2 2 2 2 10 10 2 8 10 8 2 10 10 2 10 2 2 10 2 10 10 8 2 2 10 2 2 8 left_child=2 3 5 6 11 -1 20 8 29 12 -7 22 13 19 15 -8 17 21 -19 27 -2 -17 -3 -10 25 -25 -27 28 -5 -4 right_child=1 4 7 9 -6 10 14 -9 23 -11 -12 -13 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-0.0097479232229617883 -0.0012256067368605569 0.0065944962752496426 -0.0066221583904284044 0.0019436802060595257 0.010506910890007257 -0.0079967743816245895 0.00026099997227688247 -0.00032534161474008966 -0.0041723941921770142 0.0064657753209534808 -0.0038841151956542116 0.0093320399707049039 0.0040092745862535467 0.0031746262137054282 0.0001577452098265715 0.0057717804662175062 0.0040728178033933669 0.00054327682028658592 0.023857980928953807 -0.0071261950148565423 0.00019323057642072993 0.00046651753808792644 0.00096822048439746994 -0.00077391693794743156 -0.0028730644650805104 0.023685374464118652 0.002383996853814387 0.0052553973442483869 -0.0018878855228828485 -0.0045039393654675757 leaf_weight=5509.7575385635719 1721.8622919991612 1064.4737316481769 518.85015855822712 764.02132643014193 5474.6685670372099 2105.3704098281451 518.11979949101806 466.66643177345395 582.85428634099662 344.85191643610597 216.35589765291661 394.52130286023021 1107.9830731637776 1199.9586753100157 816.34376139193773 57.743390979245305 659.53460676595569 13.960796803236009 11.309723451733587 27.346511863172054 1964.6176584400237 542.43651978857815 47.994786906987429 245.42691946495324 808.48848388995975 4.4694594517350188 9.4514203779399377 83.953941784799099 196.3631606400013 605.07789395842701 leaf_count=482063 14453 11089 13059 3979 118910 120763 3297 12540 8009 4785 13311 8439 7120 5463 9064 482 5077 170 86 133 10782 5416 359 4307 20975 54 346 505 953 25191 internal_value=0 0.00483156 -0.00745202 0.0013883 0.00977843 -0.00911516 0.000330358 -0.00343359 -0.00395637 0.00317951 -0.00761353 0.00713198 0.00284418 0.00227591 0.001456 0.00204378 0.00276261 0.001381 0.0109777 0.00126962 -0.000469473 0.000976938 0.00635176 -0.00291774 -0.00223291 -0.000237315 0.00922305 0.00148947 0.00116027 -0.00548179 internal_weight=0 17012.1 11072.8 10030.4 6981.66 7831.48 6305.93 3241.29 2774.62 3724.48 2321.73 1506.99 3379.63 2271.64 2619.45 1803.1 1284.99 625.45 25.2705 1071.68 3686.48 600.18 1112.47 1650.69 1067.84 259.348 13.9209 1044.34 960.384 1123.93 internal_count=911180 210562 700618 71765 138797 616137 48827 84481 71941 22938 134074 19887 18153 11033 23592 14528 11231 6154 256 5570 25235 5898 11448 33691 25682 4707 400 5437 4932 38250 is_linear=0 shrinkage=0.01 Tree=368 num_leaves=31 num_cat=0 split_feature=9 9 9 9 9 2 0 9 0 2 0 9 2 3 9 9 2 2 3 2 2 9 9 2 2 2 2 2 2 2 split_gain=1584.23 255.147 119.368 96.8556 93.6542 71.6012 112.438 78.4815 61.6993 43.1794 42.4639 40.7278 38.3002 36.827 32.5227 31.7412 30.4128 29.9712 35.016 32.7385 59.7544 26.6182 26.1059 25.1259 24.9034 43.2832 31.6343 24.5629 45.6475 29.9776 threshold=2.7350000000000008 3.8350000000000004 5.5050000000000008 9.1600000000000019 1.3750000000000002 0.16749174917491746 1.0000000180025095e-35 4.995000000000001 1.0000000180025095e-35 0.99938118811881205 1.0000000180025095e-35 6.2550000000000008 0.62453007518796999 24.500000000000004 4.9850000000000012 4.4350000000000014 0.99938118811881205 1.0000000180025095e-35 19.500000000000004 0.68703358208955234 0.85379556042751448 8.7300000000000022 1.0000000180025095e-35 1.0000000180025095e-35 0.79516317016317017 0.94146202170188464 0.95867486338797814 0.47637648809523808 0.21498599439775909 0.52283152627189333 decision_type=10 10 10 10 10 2 2 10 2 2 2 10 2 10 10 10 2 2 8 2 2 10 8 2 2 2 2 2 2 2 left_child=4 27 5 11 8 6 13 10 17 -9 12 -4 -7 -3 15 -14 -13 18 -1 22 -21 -18 -19 -15 -5 -26 -27 28 -2 -29 right_child=1 2 3 24 -6 7 -8 9 -10 -11 -12 16 14 23 -16 -17 21 19 -20 20 -22 -23 -24 -25 25 26 -28 29 -30 -31 leaf_value=-0.0023791702782355647 0.001068185941388983 -0.0041664213739399381 -0.0012186657041990056 -0.0070663330642459846 0.0025915262005299887 -0.0035189242100224409 -0.0029015486704456386 -0.0043502359597717534 0.0064601560221342318 -0.00088485055030145584 -4.8572772165859202e-05 0.0010604838004013178 -1.7482147569480025e-05 0.003394966634286341 0.0033503759082261376 -0.0029451392425424105 -0.0041339340264055892 0.0017603812579033062 0.0033780704428370768 -0.00032493291158482498 0.0061298616985043554 0.0098593406524180444 0.0058357249657837755 -0.0017591998315272419 0.0033310831488654142 -0.0092812086930451863 0.0086052120644192053 0.0025559240014884788 -0.0018845074045031628 0.00043030674710252902 leaf_weight=136.94378831237555 1109.6642982875928 89.606446455232799 2369.3166443021037 275.74218804622069 2626.7856897525489 1975.1607053442858 1194.6696608224884 3751.3647532020696 1714.1155650112778 397.67837645951658 816.35101595334709 1948.8758405162953 585.35616922797635 629.79074626136571 129.01854877918959 1008.0989374862984 180.47290495038033 177.8348004091531 462.18505909852684 319.51801732182503 260.22086186520755 14.701095800846813 1353.6251716781408 111.29562049172819 76.786406274419278 76.106183142866939 11.364623144734649 949.70400353241712 991.31005998514593 2201.43922643736 leaf_count=1771 15740 2374 102076 30050 41396 91472 29491 234744 39037 7092 19118 65422 19417 8801 3806 46125 8469 2710 8896 4922 5199 217 27654 5376 3251 9599 338 15056 19844 41717 internal_value=0 -0.00139452 -0.00203486 -0.000751618 0.00408724 -0.00262955 -0.000936821 -0.0030253 0.00497524 -0.00401808 -0.00211278 -0.000315014 -0.00256851 0.00188877 -0.00147867 -0.00186966 0.000683581 0.00403612 0.00206213 0.00459632 0.00257236 -0.00307992 0.00536249 0.00262092 -0.00523016 -0.00214773 -0.00695732 0.000512529 -0.000324994 0.00107093 internal_weight=0 20893.9 15641.8 4953.37 7051.23 10688.4 2025.36 8663.03 4424.44 4149.04 4513.99 4513.37 3697.63 830.693 1722.47 1593.46 2144.05 2710.33 599.129 2111.2 579.739 195.174 1531.46 741.086 439.999 164.257 87.4708 5252.12 2100.97 3151.14 internal_count=911180 779595 687238 219422 131585 467816 46042 421774 90189 241836 179938 176184 160820 16551 69348 65542 74108 51152 10667 40485 10121 8686 30364 14177 43238 13188 9937 92357 35584 56773 is_linear=0 shrinkage=0.01 Tree=369 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 9 9 10 10 9 9 9 5 9 1 9 9 9 10 4 9 5 1 5 5 4 5 1 5 split_gain=9957.19 2873.49 738.881 186.977 135.619 74.9049 59.1098 52.1659 43.5765 43.5741 33.139 31.5533 25.732 20.3963 20.3379 25.2516 27.4388 20.048 17.7672 16.7723 16.2522 21.4696 15.4752 44.6728 38.4237 16.0922 14.4207 26.9594 16.1377 28.8163 threshold=0.0070173616986721008 0.99766892194747936 0.00012842786236425005 0.51461192965507518 0.99997490644454967 5.1029428504989491e-06 4.8750000000000009 5.4750000000000005 0.94052824378013633 0.00073490195791230009 5.8950000000000005 2.5750000000000006 7.5550000000000006 13.500000000000002 5.0550000000000006 0.92365967365967383 6.1150000000000011 5.995000000000001 3.1450000000000005 0.068259380757808671 1.5000000000000002 7.5550000000000006 87.500000000000014 0.65419580419580436 103.50000000000001 286.50000000000006 2.5000000000000004 50.500000000000007 0.77442071785552036 11.500000000000002 decision_type=2 2 2 2 2 2 10 10 2 2 10 10 8 2 10 2 10 10 8 2 8 10 2 2 2 2 10 2 2 2 left_child=2 3 5 6 12 -1 -2 9 18 -4 -7 -10 26 -9 -13 -16 -17 -15 -5 -8 21 -20 -12 -24 -25 -26 -3 28 -28 -30 right_child=1 4 7 8 -6 10 19 13 11 -11 22 14 -14 17 15 16 -18 -19 20 -21 -22 -23 23 24 25 -27 27 -29 29 -31 leaf_value=-0.0097416856546570195 -0.00066741545669222731 0.0066740716360028278 -0.0054550767991006699 0.00026330484479226187 0.01049790030684947 -0.0079758563658304041 0.00041763314266651287 -0.0022067226915916814 0.0070484652930722256 -0.0028969929094741554 -0.0049832458902236993 0.0022978599603972263 0.0093065996346730472 -0.0021509219750076762 0.0052202147297873078 0.0073313092847469268 -0.0051350722989854866 0.0043020440330284937 0.0028041438598580509 0.002147066773508241 0.001130533504912041 0.0090549762517331493 -0.0005686593882097198 0.10995768567770607 -0.00093638934980882105 0.077850391419900092 0.0056869863289962198 -0.011385463596803022 -0.03739977450380097 0.011163391659543727 leaf_weight=5446.8274195534177 3358.3396317958832 1009.8628569543362 1118.1864655222744 439.3597622141242 5411.6800665650517 2087.6248690034263 972.98540607653558 256.54617597535253 306.05829318985343 1646.2054737443104 183.08902466064319 710.5850599296391 389.92306712642312 74.888932396657765 712.15098185837269 27.123909048736095 50.57891221344471 134.81790948379785 1428.2736300900578 1323.6401832774282 632.47261520475149 57.146073415875435 30.269415361341089 0.66562095098197405 1.0831811521202324 0.34081199392676342 80.617759916931391 12.005466550588606 2.4345504604279986 2.452988937497139 leaf_count=482063 23702 10768 38250 2487 118910 120763 13068 5894 4732 33691 10939 4003 8439 3224 3724 157 433 3422 7061 8867 3280 251 2243 35 72 22 574 57 22 27 internal_value=0 0.00479954 -0.00742757 0.00137811 0.00976095 -0.00910241 0.000178054 -0.00340986 0.00293326 -0.00393173 -0.0075905 0.00412222 0.00709737 -0.000315738 0.00352532 0.0046296 -0.000783403 0.00199761 0.00209336 0.00141438 0.00247301 0.00304462 -0.00385653 0.00251847 0.0472375 0.0179201 0.00631947 0.00264705 0.00461731 -0.0130266 internal_weight=0 16927.7 10980.5 10018.7 6908.98 7749.9 5654.97 3230.64 4363.75 2764.39 2303.07 1806.5 1497.3 466.253 1500.44 789.854 77.7028 209.707 2557.25 2296.63 2117.89 1485.42 215.448 32.359 2.08961 1.42399 1107.37 97.5108 85.5053 4.88754 internal_count=911180 210562 700618 71765 138797 616137 45637 84481 26128 71941 134074 13049 19887 12540 8317 4314 590 6646 13079 21935 10592 7312 13311 2372 129 94 11448 680 623 49 is_linear=0 shrinkage=0.01 Tree=370 num_leaves=31 num_cat=0 split_feature=5 4 2 2 3 1 0 4 2 2 2 1 4 4 5 7 2 1 1 2 5 2 0 4 4 5 4 5 1 4 split_gain=427.749 108.25 79.4629 117.3 59.767 55.474 52.9611 43.2085 42.5002 40.5551 35.8392 35.4453 34.878 34.6116 42.3611 28.4632 27.4958 28.4608 27.0866 29.5194 26.3383 25.0124 24.5369 24.1222 24.9733 23.4035 22.4571 22.3385 30.6667 22.3175 threshold=3.5000000000000004 1.5000000000000002 0.50155279503105599 0.48492424242424242 27.500000000000004 0.040202020202020204 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 0.25108695652173912 0.92890109890109895 0.13712060166532367 1.5000000000000002 2.5000000000000004 24.500000000000004 1.0000000180025095e-35 0.37341365461847392 0.62470657276995312 0.23271742593182543 0.63680926916221037 1.0000000180025095e-35 0.16749174917491746 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 303.50000000000006 1.5000000000000002 1.0000000180025095e-35 0.51363749070171105 1.5000000000000002 decision_type=2 10 2 2 8 2 2 10 2 2 2 2 10 10 2 2 2 2 2 2 2 2 2 10 8 2 10 2 2 8 left_child=2 5 3 4 15 25 8 11 -3 12 -7 23 22 -10 16 -1 -15 -18 -13 -20 -11 -14 -6 24 -4 -2 -22 29 -29 -5 right_child=1 6 7 27 9 10 -8 -9 13 20 -12 18 21 14 -16 -17 17 -19 19 -21 26 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.00099120614363211088 0.0019064177547300637 0.0024248385781547232 0.00095337112004822738 0.001048210601099374 0.0031378885050023183 -0.000971502974490812 0.0014377076171532125 -0.0033470891680455516 -0.0025260885347880386 0.00084702806842838275 -0.0046121865984043737 -0.0023030841514840865 0.00096601841804524189 -0.0070196503110889902 -0.0060761184847988236 0.010411851543412717 -0.0022511323217183333 0.0081860438193001109 -0.00099106997438972106 0.00098553087399416315 -0.00046292537396317959 -0.002977462319538176 0.0015203379446975303 -0.0052524641931027353 0.0037238088925956275 -0.0069641907793300019 -0.0049903203932589917 0.0040157567410779426 0.054315252032768567 0.0041804792411104822 leaf_weight=1535.9217489622533 820.70327380951494 127.87359031569213 1270.6970358872786 640.71659719571471 1728.2564980005845 6571.9226048011333 261.29644204117358 346.76918657496572 1822.8116047736257 1169.4062382085249 281.99320338806137 555.69517432618886 752.21617146302015 119.50075961695984 834.17015659064054 22.20626162737608 509.89937194529921 27.537457092665136 1372.2923854989931 1681.2012794362381 351.11663196980953 204.58568441495299 2050.3394960872829 51.978527124971151 437.36102785449475 30.860611787531525 159.25392588786781 1677.907212507911 1.2129787886515249 352.68394433893263 leaf_count=44012 17346 2395 25677 12728 30076 260292 7432 13809 102437 29330 19873 17910 15180 5791 81072 836 26583 449 39358 41294 9631 4834 41094 1362 10165 1429 5737 34034 19 8995 internal_value=0 -0.00149749 0.00102514 0.00153579 0.000928077 -0.000822215 -0.00290261 7.40794e-05 -0.00323213 0.00135476 -0.00112129 0.000295034 0.00182831 -0.00345041 -0.00458035 -0.000828691 -0.00268105 -0.00171635 -0.000272353 9.72126e-05 1.97949e-05 0.000122814 0.00226017 0.00145854 0.00166276 0.00158495 -0.00187564 0.00334888 0.00405209 0.00216025 internal_weight=0 11408.6 16361.8 10645.8 7973.3 7705.48 3703.09 5715.99 3441.79 6415.17 6853.92 5369.23 4735.4 3313.92 1491.11 1558.13 656.938 537.437 3609.19 3053.49 1679.78 956.802 3778.6 1760.04 1708.06 851.564 510.371 2672.52 1679.12 993.401 internal_count=911180 525099 386081 236506 180730 298940 226159 149575 218727 135882 280165 135766 91184 216332 113895 44848 32823 27032 98562 80652 44698 20014 71170 37204 35842 18775 15368 55776 34053 21723 is_linear=0 shrinkage=0.01 Tree=371 num_leaves=31 num_cat=0 split_feature=5 4 2 2 3 1 5 4 2 4 2 1 4 2 7 1 2 5 2 2 2 4 4 5 4 4 5 4 1 1 split_gain=419.534 106.531 77.911 115.078 58.5896 54.3833 52.4426 42.4163 39.7567 35.7857 35.2987 34.7453 34.198 31.6068 28.1285 26.5733 28.9332 25.8294 24.5239 24.252 30.192 23.6714 24.512 23.0008 22.2102 22.0931 20.5298 30.0427 28.576 20.1995 threshold=3.5000000000000004 1.5000000000000002 0.50155279503105599 0.48492424242424242 27.500000000000004 0.040202020202020204 51.500000000000007 3.5000000000000004 0.25108695652173912 2.5000000000000004 0.92890109890109895 0.13712060166532367 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.23271742593182543 0.63680926916221037 1.0000000180025095e-35 0.16749174917491746 0.24165739710789766 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 303.50000000000006 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 0.51363749070171105 0.24494897959183673 decision_type=2 10 2 2 8 2 2 10 2 10 2 2 10 2 2 2 2 2 2 2 2 10 8 2 10 10 2 8 2 2 left_child=2 5 3 4 14 23 13 11 12 -8 -7 21 19 -3 -1 -13 -17 -10 -14 20 -6 22 -4 -2 26 -19 27 -5 -28 -18 right_child=1 6 7 24 8 10 9 -9 17 -11 -12 15 18 -15 -16 16 29 25 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.00098146034892191412 0.0018863315363245243 0.0024930890407311537 0.00094372659161769525 0.0010377665321102177 0.0021885820589121934 -0.00096214054214073964 -0.0030072137029760449 -0.0033194137815267056 0.00083849777667131158 -0.0060558465752293513 -0.0045808871140483945 -0.0022821126073014095 0.00095630826340019153 -0.0021883339142338425 0.010408670956904374 -0.00098139985353000664 0.005083837829245744 -0.0004583611994980142 -0.00294926914619419 0.0044691659419626249 -0.0018375719351901596 -0.005211144310411411 0.0036891150865823747 -0.0069279579597763975 -0.0029886404504190643 -0.0049529042960554963 0.0040860144757581766 0.0048027590950348352 0.051703019433762237 0.00068313321082337215 leaf_weight=1535.6628553401679 821.14571063127369 155.7809765022248 1270.8454975439236 640.69320732913911 3148.1248426856473 6569.5262593948282 947.65807827934623 346.16678806953132 1169.4895181879401 648.53301974013448 281.08532826462761 555.19624956138432 752.25525365397334 1943.2527327961288 21.991989940404892 1371.9576784931123 111.72673007566482 351.06701642367989 204.47653636336327 431.5676839845255 197.96892016101629 51.867325947619975 437.06090840138495 30.712536154314876 54.708404639735818 158.85443332511932 1657.5613216143101 316.70286071673036 1.2612677253782738 1569.6870592748746 leaf_count=44012 17346 2918 25677 12728 56725 260292 60243 13809 29330 65638 19873 17910 15180 97360 836 39358 2432 9631 4834 9763 4682 1362 10165 1429 1823 5737 33282 7924 19 38862 internal_value=0 -0.00148395 0.0010152 0.00152093 0.00091901 -0.000814317 -0.00287975 7.33547e-05 0.0013415 -0.00424587 -0.00111062 0.000292131 0.00181042 -0.0018409 -0.000820647 -0.000269679 9.62434e-05 1.9595e-05 0.000121593 0.00223813 0.00195038 0.00144417 0.00164628 0.00156854 0.00331737 -0.00185853 0.00344924 0.00228321 0.00412222 0.000975552 internal_weight=0 11397.7 16356.9 10642.4 7971.46 7702.47 3695.22 5714.51 6413.8 1596.19 6850.61 5368.34 4734.39 2099.03 1557.65 3608.57 3053.37 1679.41 956.732 3777.66 3346.09 1759.77 1707.91 851.858 2670.93 509.921 2616.22 957.396 1658.82 1681.41 internal_count=911180 525099 386081 236506 180730 298940 226159 149575 135882 125881 280165 135766 91184 100278 44848 98562 80652 44698 20014 71170 61407 37204 35842 18775 55776 15368 53953 20652 33301 41294 is_linear=0 shrinkage=0.01 Tree=372 num_leaves=31 num_cat=0 split_feature=5 2 2 1 5 2 1 1 1 2 1 5 0 5 5 5 1 0 2 2 2 5 5 7 5 1 5 1 2 2 split_gain=411.467 76.3959 112.912 69.002 51.6603 41.5854 39.0497 32.9787 39.7675 29.047 28.3241 26.9918 26.4058 24.7946 24.0713 21.5165 26.9413 16.4598 23.0242 31.5247 27.5969 16.8047 21.0666 16.1738 15.9479 17.1335 18.0123 15.6381 15.2826 14.4809 threshold=3.5000000000000004 0.50155279503105599 0.48492424242424242 0.028778467908902653 53.500000000000007 0.34514106583072107 0.13712060166532367 0.98936170212765973 0.64326765188834167 0.76506899055918665 0.24494897959183673 273.50000000000006 1.0000000180025095e-35 212.50000000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.51363749070171105 1.0000000180025095e-35 0.80066225165562932 0.78297101449275375 0.94754041967664271 9.5000000000000018 26.500000000000004 1.0000000180025095e-35 68.500000000000014 0.78596059113300509 135.50000000000003 0.74891304347826104 0.92890109890109895 0.68783602150537648 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 11 7 23 -3 8 17 10 -8 13 24 -2 -12 -4 -17 18 19 29 28 -21 -23 -1 -6 -26 -27 -10 -20 -5 right_child=3 6 15 4 12 -7 9 -9 27 -11 14 -13 -14 -15 -16 16 -18 -19 20 21 -22 22 -24 -25 25 26 -28 -29 -30 -31 leaf_value=0.0012001176147641535 0.0011445129348161475 0.001256876329702645 0.0021195484784243272 -0.00073362648190395177 -0.0043870622747178133 -0.00072585829793648301 0.0048204739705221995 0.0012702057643255316 -0.0045167026569742034 -0.0024893428030776715 0.00017554255508351747 -0.0066865563747125359 0.0014902697043878686 0.0097611501857014487 -0.0019242193053996834 0.0039418590429414263 0.049340275656980168 0.00092712787981271436 -0.0027252577885473615 -0.0034661650281819444 0.0012958578857863009 0.0051157062956881339 -0.0040280241243709734 0.009610333858744019 -0.0025747731429365838 0.0044648976100299985 -0.0029018016329010999 -0.0016404734103015808 -0.0063432989521941402 -0.0024128087902713018 leaf_weight=6645.9646348608658 872.8679399099201 1872.0290967971087 992.5496297236532 2540.7394629265182 476.8413870013319 1300.3099268302321 111.85511307604611 536.74784827884287 484.68757003825158 618.59599568229169 2404.0104490965605 42.424297315999866 158.77796202152967 34.723515654914081 706.38027459103614 1675.2452917518094 1.3082039542496193 414.94883831497282 480.4782504234463 37.695360044948757 140.33972156047821 175.10186491440982 29.43211241113022 22.945336282253265 3720.4039617236704 72.028686210513115 61.557248313445598 309.89503754163161 154.22158585255966 643.67860216135159 leaf_count=139163 19362 40157 21723 107435 28859 40711 2637 10311 24855 21324 62718 2062 4632 604 22739 34034 19 12301 23590 1735 7395 5658 1466 856 214486 2497 2787 12427 11475 31162 internal_value=0 0.0010054 0.0015063 -0.00147043 -0.00170527 0.000910078 7.26398e-05 -0.00109405 -0.00132857 -0.000504558 -0.000123526 0.00110975 -0.00251504 0.00147418 -0.00030132 0.00328645 0.00397728 -0.000972916 -0.00116056 -0.000808507 -0.00271707 0.0026692 0.00379994 0.00122905 -0.00266188 -0.00244843 0.00107028 -0.00339494 -0.00360438 -0.00107305 internal_weight=0 16351.2 10638.3 11387.6 10437.6 7969.22 5712.87 5947.97 5411.22 3840.84 3222.25 950.016 4489.61 907.591 3110.39 2669.1 1676.55 4616.64 4201.69 3426.65 775.04 242.229 204.534 6668.91 4330.83 3853.99 133.586 794.583 634.7 3184.42 internal_count=911180 386081 236506 525099 503071 180730 149575 249810 239499 109418 88094 22028 253261 19966 85457 55776 34053 202217 189916 147456 42460 8859 7124 140019 248629 219770 5284 37282 35065 138597 is_linear=0 shrinkage=0.01 Tree=373 num_leaves=31 num_cat=0 split_feature=9 9 9 1 9 9 9 1 4 9 1 1 1 3 2 1 4 9 4 1 1 2 2 9 1 4 9 9 9 9 split_gain=1519.11 242.803 118.391 99.6549 93.5559 91.5581 64.33 55.8076 50.7773 39.09 30.1641 42.7139 30.0493 32.8379 29.9667 28.5922 28.3239 28.4964 28.1067 32.7451 27.7629 27.3227 31.1023 29.2313 38.0135 26.3668 25.8151 25.4979 55.0236 48.1669 threshold=2.7350000000000008 3.8350000000000004 5.5050000000000008 1.0000000180025095e-35 9.1600000000000019 1.3750000000000002 4.995000000000001 0.65858556175923211 3.5000000000000004 6.2550000000000008 0.52193151212004629 0.98936170212765973 0.76024883359253514 26.500000000000004 0.99938118811881205 0.44487847222222227 1.5000000000000002 5.5750000000000011 3.5000000000000004 0.31158186076218869 0.31296641791044782 0.50155279503105599 0.86391694725028068 1.0000000180025095e-35 0.7003401360544218 2.5000000000000004 8.7300000000000022 4.8650000000000011 4.8950000000000005 4.5150000000000006 decision_type=10 10 10 2 10 10 10 2 8 10 2 2 2 8 2 2 10 10 10 2 2 2 2 8 2 10 10 10 10 10 left_child=5 10 3 -3 9 12 8 -8 27 16 15 25 21 -14 -11 -2 -4 18 19 -18 -21 23 -23 24 -1 -12 -16 29 -29 -5 right_child=1 2 4 6 -6 -7 7 -9 -10 14 11 -13 13 -15 26 -17 17 -19 -20 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0043886828226924277 0.00039804522238463819 -0.00072014191470560704 -0.00022238963762046056 -0.0014937488419700285 -0.0051590629413179627 0.0025406120880407173 -0.004587584723192482 -0.001562557817426923 -0.0070123497623974856 0.0010713989430747304 -0.0012553573710580848 0.0024551924994851361 -0.00065165340072390727 0.0042836500926863716 -0.0040941789937326244 0.002296938597707277 -0.0043977486030035698 -0.0032694833999725287 -0.0065884206660735811 0.015916108287951404 0.0033066052794870687 0.0033162737687467514 0.0067114714111014663 0.0063569093411311754 -0.0064757885768568302 -0.0071672275644129261 0.0097984794151487614 0.0027071347999874078 -0.0020263922336536547 -0.0041551573153672857 leaf_weight=207.06632367894053 2688.6917140595615 2244.4838177775964 1342.8704770645127 1712.3220284827985 431.76820501917973 2607.8329023048282 3221.6664889180101 752.27360934019089 213.74642892647535 1936.1206577708945 1007.8543173084036 320.50263844802976 181.04709652066231 527.9847804158926 179.01485150214285 1124.6247043861076 44.806029461789876 811.33456535078585 39.470515706110746 21.54331490630284 92.1446135006845 1054.5382660906762 362.5824489723891 2002.8984563313425 38.136125599965453 81.545085084624588 14.455362524837254 324.54751220298931 1009.1739827767015 1127.9958645463921 leaf_count=3749 47492 43122 46342 57984 43238 41396 209562 33043 13978 65422 19170 4652 2658 10419 8469 18408 2073 45151 4122 132 4256 17468 7198 48139 558 2635 217 11036 45455 53636 internal_value=0 -0.00136895 -0.0019966 -0.00259108 -0.000713387 0.0040237 -0.00309328 -0.00401494 -0.00225855 -0.000285095 0.000495986 -0.000753793 0.00490789 0.00302345 0.000696415 0.000958068 -0.00117373 -0.00243948 0.000962181 0.00284254 0.00569605 0.00527243 0.00418496 0.00595793 0.00269894 -0.00169788 -0.00305617 -0.00201511 -0.000874537 -0.00255069 internal_weight=0 20743 15519.7 10606.2 4913.53 6982.09 8361.73 3973.94 4387.79 4481.76 5223.22 1409.9 4374.25 709.032 2129.59 3813.32 2352.17 1009.3 197.964 158.494 113.688 3665.22 1417.12 2248.1 245.202 1089.4 193.47 4174.04 1333.72 2840.32 internal_count=911180 779595 687238 467816 219422 131585 424694 242605 182089 176184 92357 26457 90189 13077 74108 65900 102076 55734 10583 6461 4388 77112 24666 52446 4307 21805 8686 168111 56491 111620 is_linear=0 shrinkage=0.01 Tree=374 num_leaves=31 num_cat=0 split_feature=9 9 5 9 9 1 0 1 9 1 0 5 1 5 5 5 9 3 9 9 1 9 5 1 1 1 9 9 1 1 split_gain=1491.35 238.426 229.365 113.473 90.482 72.5739 59.5664 55.9881 54.8592 53.7578 74.4576 73.6491 35.5979 34.1886 53.4666 33.111 35.944 31.1716 30.5125 31.8468 55.7047 37.5103 40.3695 30.1284 29.5662 41.8828 29.3483 58.9144 36.641 28.0298 threshold=2.7350000000000008 3.8350000000000004 53.500000000000007 5.5050000000000008 1.3750000000000002 0.028778467908902653 1.0000000180025095e-35 0.98936170212765973 9.1600000000000019 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 17.500000000000004 3.5000000000000004 31.500000000000004 1.0000000180025095e-35 29.500000000000004 4.5150000000000006 5.8550000000000013 0.37053001277139214 5.8750000000000009 107.50000000000001 0.20701970443349751 0.52193151212004629 0.98936170212765973 4.995000000000001 4.9850000000000012 0.25092592592592594 0.44487847222222227 decision_type=10 10 2 10 10 2 2 2 10 2 2 2 2 2 2 2 8 10 10 10 2 10 2 2 2 2 10 10 2 2 left_child=4 24 3 9 6 12 7 15 -5 10 -3 -11 -4 14 -10 16 -1 -17 -7 -20 21 22 23 -21 29 -26 27 -13 -29 -2 right_child=1 2 5 8 -6 18 -8 -9 13 11 -12 26 -14 -15 -16 17 -18 -19 19 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.00065395821410491105 0.00039403990599409046 0.0013426667157489963 -0.0036938006479074921 0.00042059169076859591 0.0025165625919422682 -0.0023048666447725388 0.0063442889308751868 0.0005907416614331797 -0.0055739115532885521 -0.0014809893337681312 -0.0023625313654526436 -0.0032629540401446196 0.0045566483870867671 -0.008521960806675449 0.0051710511502991423 0.0057856690386276265 0.0055391399851272231 -0.00024272460064091034 -0.0059749965316640728 0.059526899471821944 -0.00059158573449506963 -0.0068759624628996451 -0.0075760207768985864 -0.010247669889792761 -0.0016819250832857315 0.0024311776168372155 -0.0046126991236435074 0.0061140225653757733 -0.007089809001144547 0.0022742227894276428 leaf_weight=165.10864701680839 2688.8604795914143 1007.3642665660009 88.933380058035254 3490.7262844787911 2606.4341339264065 402.38288653315976 1685.2288317438215 419.75136206299067 122.83669458515942 3484.5859254747629 1174.935694613494 1344.3474610606208 126.94333856087178 108.03650273801759 74.333929684944451 131.85944439470768 1715.6371129602194 245.41677384637296 1777.5126596102491 2.4646907872520383 341.29512609262019 316.4883729070425 3.2770631634630263 0.82631918927654613 1088.7457070853561 320.432198099792 1493.1437739129178 111.19214074872434 25.915126137435436 1124.4999488387257 leaf_count=2499 47492 14346 2979 111334 41396 19890 39037 6277 10093 116016 27038 63742 3189 12425 3040 1882 36522 3972 149863 38 20474 30654 263 81 21805 4652 97883 2338 1552 18408 internal_value=0 -0.00135678 -0.0019795 -0.00137606 0.00399075 -0.0044321 0.00487142 0.00394448 6.512e-05 -0.00200912 -0.000652187 -0.00246757 0.00115776 -0.00400049 -0.00152303 0.00456792 0.00511028 0.00186422 -0.00485637 -0.00527682 -0.00340881 -0.00638508 0.0172685 0.0420076 0.000491087 -0.000746649 -0.0036233 -0.0026261 0.00361832 0.000948476 internal_weight=0 20720.1 15497.5 12437.4 6969.44 3060.12 4363 2677.77 3795.93 8641.48 2182.3 6459.18 215.877 305.207 197.171 2258.02 1880.75 377.276 2844.25 2441.86 664.352 323.056 6.56807 3.29101 5222.54 1409.18 2974.6 1481.45 137.107 3813.36 internal_count=911180 779595 687238 459807 131585 227431 90189 51152 136892 322915 41384 281531 6168 25558 13133 44875 39021 5854 221263 201373 51510 31036 382 119 92357 26457 165515 67632 3890 65900 is_linear=0 shrinkage=0.01 Tree=375 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 9 9 9 10 10 5 9 10 9 9 5 5 9 2 9 2 2 9 10 5 5 9 2 10 9 split_gain=9746.55 2963.67 603.046 207.659 136.491 60.8612 57.7753 56.5844 48.4153 40.5061 28.1738 27.4963 26.8872 25.4007 23.5328 22.3037 25.3515 33.4282 28.1852 34.0187 17.6884 46.9608 23.0786 16.2636 15.6447 15.5721 18.5223 18.2796 15.182 14.5212 threshold=0.0043998162727802515 0.99766892194747936 6.4727209974080338e-05 0.3781151175498963 0.99997490644454967 5.285000000000001 5.2550000000000008 4.8650000000000011 4.0456557144352709e-06 0.00055606939713465011 14.500000000000002 5.995000000000001 0.8784809708595277 7.5550000000000006 6.0750000000000011 446.50000000000006 6.5000000000000009 5.8550000000000013 1.0000000180025095e-35 8.2000000000000011 0.31281565656565663 0.31838294448913923 5.4750000000000005 0.026551560498774003 408.50000000000006 41.500000000000007 5.535000000000001 0.41202270381836947 0.94052824378013633 5.4450000000000012 decision_type=2 2 2 2 2 8 8 10 2 2 2 10 2 8 10 2 2 10 2 10 2 2 10 2 2 2 10 2 2 8 left_child=2 3 8 7 13 9 12 23 -1 -4 -7 -12 -5 -3 -10 16 17 28 19 -18 -9 -22 -23 -2 25 26 27 -24 -8 -20 right_child=1 4 5 6 -6 10 15 20 14 -11 11 -13 -14 -15 -16 -17 18 -19 29 -21 21 22 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0097663058938328856 -0.0019600075769406295 0.006287116463736483 -0.0064392730896244092 0.0010924408866059398 0.010488415757300949 -0.0032785136522117237 0.0033195109791508961 -0.00032863744955132309 -0.0082609308562472759 -0.0037023317580554553 -0.001939788485331327 0.0037902055209366159 0.0029475778329222657 0.0092758805252432693 -0.0043434424487121502 -0.0054495244641399711 0.0036639558054298981 0.00064264663872565621 0.0027304694744689907 -0.014144304337319499 0.023102892132963883 0.00055979737644891393 0.022439691294717481 -0.00044656177885731897 -0.0069229322975074463 0.0058981288815671776 0.001721618593287455 0.0054085484509874149 0.0061512198197799075 0.0070267828673530545 leaf_weight=5186.4569678907283 1057.9987390227616 1100.8219498991966 1059.135934905149 1765.4009554609656 5324.0968433357775 731.46911082603037 470.64739956706762 601.38659412786365 1821.3055160371587 1104.7938943877816 231.92429869715124 131.07727200072259 1401.4552272930741 383.39000207744539 167.43820086680353 23.885429911315441 40.316371038556099 324.0182276815176 92.217776753008366 14.615654923021792 10.169397328048943 955.06815510429442 8.0237069427967054 2158.9375205244869 15.46971416659653 164.57997550070286 424.56969077885151 29.369839524850249 316.76725147292018 535.51966550201178 leaf_count=469083 11062 11448 44429 8548 118910 14387 3138 4975 113468 28268 8981 4083 8346 8439 11154 124 268 1953 462 120 98 13556 79 13756 200 1633 3384 330 3790 2708 internal_value=0 0.0046107 -0.00763754 0.00125564 0.00974084 -0.00406997 0.0027291 -9.81228e-05 -0.00925765 -0.00504193 -0.00214826 0.000129271 0.00191341 0.00705915 -0.00793111 0.00415 0.00427781 0.00334618 0.00579456 -0.00107425 0.00113437 0.00168179 0.00154539 -0.00094431 0.00301156 0.00325685 0.00231587 0.009063 0.00445867 0.00639563 internal_weight=0 17218.7 10433.6 10410.4 6808.31 3258.4 4984.84 5425.57 7175.2 2163.93 1094.47 363.002 3166.86 1484.21 1988.74 1817.99 1794.1 1111.43 682.669 54.932 2208.64 1607.25 1597.08 3216.94 642.013 626.543 461.963 37.3935 787.415 627.737 internal_count=911180 217327 693853 78530 138797 100148 29457 49073 593705 72697 27451 13064 16894 19887 124622 12563 12439 8881 3558 388 24255 19280 19182 24818 5626 5426 3793 409 6928 3170 is_linear=0 shrinkage=0.01 Tree=376 num_leaves=31 num_cat=0 split_feature=9 9 5 9 9 2 4 0 1 9 4 5 4 5 9 4 9 9 4 1 1 2 5 1 1 1 9 5 9 9 split_gain=1443.46 230.197 224.169 109.734 88.6467 79.895 78.2506 58.6634 54.5824 53.1543 48.9825 44.9159 35.1862 36.7537 34.0341 32.9253 31.3089 31.281 80.851 39.1021 30.4606 29.6253 29.441 28.9601 40.8657 28.3117 27.9927 29.7241 32.5051 45.1015 threshold=2.7350000000000008 3.8350000000000004 53.500000000000007 5.5050000000000008 1.3750000000000002 0.97385509227614497 1.5000000000000002 1.0000000180025095e-35 0.98936170212765973 9.1600000000000019 3.5000000000000004 1.5000000000000002 2.5000000000000004 31.500000000000004 1.0000000180025095e-35 11.500000000000002 4.5150000000000006 5.8550000000000013 2.5000000000000004 0.60730974632843793 1.0000000180025095e-35 0.29429808733309276 35.500000000000007 0.52193151212004629 0.98936170212765973 0.25092592592592594 4.3750000000000009 24.500000000000004 4.7650000000000006 4.8950000000000005 decision_type=10 10 2 10 10 2 10 2 2 10 10 2 8 2 8 10 10 10 10 2 2 2 2 2 2 2 10 2 10 10 left_child=4 23 3 6 7 16 26 8 12 -5 -11 15 13 14 21 -8 -4 -18 19 -19 -7 -1 -12 -2 -25 -15 -3 28 -28 -30 right_child=1 2 5 9 -6 20 11 -9 -10 10 22 -13 -14 25 -16 -17 17 18 -20 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31 leaf_value=-0.0055449575780034503 0.00093594049476683721 0.00018545489509626232 -0.0022267882049797818 0.00041537497686572892 0.0024798390754166137 -0.0035716257145400124 -0.0025289710019104706 0.0062891039857021812 0.00057721115399682636 -0.0067144975298803547 0.0044088149684391054 -0.0049620990046700666 -0.0017202397747423271 -0.0025491751320644552 0.0057890921169238153 0.0078044250265424941 -0.0059261761703040487 -0.0024475795486208992 -0.0081590135714377718 0.0047594480864047032 0.0048060344161467636 0.0038169019559225639 -0.010426575525829325 -0.0016721662903494544 0.0024009585893700826 0.003628277801824929 -0.0032921542116021085 -0.0044972179517147924 0.0017094879415762477 -0.0014836112315652157 leaf_weight=48.810386955738068 3795.2854684833437 1002.0834275018424 403.1135682137683 3476.8765474013053 2590.4964837990701 66.746669040992856 1550.0034076031297 1667.6988735087216 417.60098684206605 205.64600466191769 80.108344294130802 1089.5130498535 86.979993805289268 103.55457117408514 1628.0246668662876 31.460811183787882 1777.3419198351912 333.93554939003661 230.56848712218925 97.192023827694356 124.08041534293443 109.92737333662808 16.058386772405356 1083.1905450662598 318.82406563311815 261.63428334891796 782.3994579045102 340.83929485268891 511.17428529541939 3285.4471109164879 leaf_count=697 65900 23655 19957 111334 41396 2563 56966 39037 6277 20991 2039 69182 1277 1942 35486 432 150347 21004 28015 2594 2951 1719 2528 21805 4652 3754 25820 21276 12936 112648 internal_value=0 -0.00133759 -0.00195158 -0.00135429 0.00394271 -0.00438794 -0.00197883 0.00481907 0.00389622 6.59347e-05 -0.00395961 -0.00339975 0.00451528 0.00476731 0.00535814 -0.0023234 -0.00480849 -0.00523518 -0.00337914 -0.00082285 0.00187573 0.000938217 0.00193153 0.000482245 -0.00074592 0.00187657 -0.00133795 -0.00164824 -0.00143617 -0.00105369 internal_weight=0 20601.9 15404.6 12371.6 6914.73 3032.98 8592.92 4324.23 2656.53 3778.69 301.813 2670.98 2238.93 2151.95 1786.76 1581.46 2842.15 2439.04 661.696 431.128 190.827 158.738 96.1667 5197.3 1402.01 365.189 5921.94 4919.86 4579.02 3796.62 internal_count=911180 779595 687238 459807 131585 227431 322915 90189 51152 136892 25558 126580 44875 43598 37902 57398 221917 201960 51613 23598 5514 2416 4567 92357 26457 5696 196335 172680 151404 125584 is_linear=0 shrinkage=0.01 Tree=377 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 9 9 9 10 10 0 10 9 9 4 4 9 9 9 9 9 10 9 9 4 10 10 4 10 10 split_gain=9589.5 2938.78 602.675 204.089 137.561 59.8226 56.896 56.3329 48.7666 40.3051 37.524 26.5938 25.3006 23.5364 21.5316 21.4083 31.8994 31.3686 63.1952 22.3721 20.2459 20.1396 20.1339 18.0422 16.3438 22.6658 15.9932 14.0269 13.97 13.3899 threshold=0.0043998162727802515 0.99766892194747936 6.4727209974080338e-05 0.3781151175498963 0.99997490644454967 5.285000000000001 4.8650000000000011 5.2550000000000008 4.0456557144352709e-06 0.00055606939713465011 1.0000000180025095e-35 0.97252115607261669 7.5550000000000006 6.0750000000000011 1.5000000000000002 1.5000000000000002 8.1200000000000028 7.6450000000000005 6.1150000000000011 9.7700000000000014 6.1250000000000009 0.94052824378013633 5.4250000000000007 8.3400000000000016 4.5000000000000009 0.0013712961226701001 0.026551560498774003 3.5000000000000004 0.00028515965095715011 0.98755538463592529 decision_type=2 2 2 2 2 8 10 8 2 2 2 2 8 10 10 8 10 10 10 10 10 2 8 10 8 2 2 10 2 2 left_child=2 3 8 6 12 9 26 11 -1 -4 14 -5 27 -10 -8 17 22 18 21 -18 29 -9 -17 28 -25 -26 -2 -3 -7 -20 right_child=1 4 5 7 -6 23 10 15 13 -11 -12 -13 -14 -15 -16 16 19 -19 20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-0.0097602787983408889 -0.0019537521267068039 0.0064952435569777854 -0.0064112983807378052 0.0014303010972030487 0.010479539155880813 -0.004364671944807357 0.0025789698492465697 0.0042728187365288781 -0.0082416604691762634 -0.0036739011281979174 -0.0013741511076457249 0.0036841561710190141 0.0092509407972599361 -0.0043134434070521829 0.00019396660638572303 -0.00074978863286950749 -0.0051673782273794393 0.0097942761552263433 -0.010093128006183344 0.0098210910370958044 0.0014814599735780874 0.0074529154748270848 0.0043037280297182397 0.0008119375858762505 0.0064928589827469522 0.046010532984996917 -0.00045219365075963757 0.00095783636952583495 -0.0017671209084676402 -0.00088749341527983737 leaf_weight=5126.3552646222524 1056.816473852843 1047.8452203944325 1052.1217927234247 2501.6486083045602 5263.4697141926736 291.99952048063278 1182.5897016692907 494.46855150535703 1805.2667949642055 1100.4775931434706 468.06058781966567 662.06099595502019 379.00405111163855 166.60430740192533 556.72844219952822 93.298674426972866 71.662517197430134 119.91643732041121 31.927598223090172 11.565652735531328 117.47602365165949 333.43460689857602 508.69034199416637 81.331447259522974 6.2447255309671146 1.8908837251365183 2157.3268571104854 47.8337322473526 711.65198316983879 31.281095623970032 leaf_count=469083 11062 11089 44429 12381 118910 11063 12153 3077 113468 28268 3930 4513 8439 11154 8172 466 512 566 179 61 569 3455 3398 2608 100 20 13756 359 13660 280 internal_value=0 0.00457879 -0.00761399 0.00124537 0.00972324 -0.0040444 -9.69512e-05 0.00270746 -0.00924621 -0.00501185 0.00113921 0.00190196 0.00702386 -0.00790976 0.00181557 0.00411251 0.00271825 0.00495909 0.00438421 -0.00308453 -0.000973934 0.00555359 0.00352051 -0.00213927 0.00216373 0.0156776 -0.000945909 0.0062535 -0.00252285 -0.00553739 internal_weight=0 17137.1 10343.9 10399 6738.15 3245.72 5421.52 4977.43 7098.23 2152.6 2207.38 3163.71 1474.68 1971.87 1739.32 1813.72 685.217 1128.5 1008.59 83.2282 180.685 827.903 601.989 1093.12 89.4671 8.13561 3214.14 1095.68 1003.65 63.2087 internal_count=911180 217327 693853 78530 138797 100148 49073 29457 593705 72697 24255 16894 19887 124622 20325 12563 4437 8126 7560 573 1028 6532 3864 27451 2728 120 24818 11448 24723 459 is_linear=0 shrinkage=0.01 Tree=378 num_leaves=31 num_cat=0 split_feature=5 4 4 5 2 2 3 2 4 2 2 5 4 7 0 2 2 2 2 4 5 4 2 2 5 4 2 4 2 3 split_gain=373.96 99.0835 72.0058 65.4704 57.4615 102.028 65.117 50.6122 49.1551 42.9242 42.3368 31.316 28.3435 28.1552 28.0517 27.737 25.9838 33.0516 42.8571 25.2156 23.3888 22.7536 22.6081 20.9105 20.5634 26.8223 20.0482 22.3004 18.4351 18.3777 threshold=3.5000000000000004 2.5000000000000004 2.5000000000000004 31.500000000000004 0.51530771633864425 0.48492424242424242 20.500000000000004 0.96784532671629464 5.5000000000000009 0.86391694725028068 1.0000000180025095e-35 90.500000000000014 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 0.33477011494252878 0.74213338610726309 0.95260557053009898 0.94754041967664271 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 0.44491129785247435 0.76728257406817468 1.0000000180025095e-35 1.5000000000000002 0.92890109890109895 1.5000000000000002 0.75103305785123975 29.500000000000004 decision_type=2 10 10 2 2 2 8 2 10 2 2 2 10 2 2 2 2 2 2 8 2 10 2 2 2 8 2 10 2 8 left_child=2 7 4 12 5 6 13 10 21 20 11 -2 16 -1 26 29 -3 18 -18 -11 23 -4 -10 28 25 -7 27 -12 -6 -8 right_child=1 3 8 -5 9 24 15 -9 22 19 14 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0016142557652478204 0.0015952693996751533 -0.004241403317840166 -0.00073500318944964827 -0.0058496451446504128 0.00028547524399246831 0.00099184001943428222 0.00063773073668706203 0.0017172169393379749 0.004001305067047412 0.00087823277863393527 -0.0011564478011300051 -0.0090848570854133986 0.001655761513826372 0.010279660739375395 0.00076017646639154365 -0.00017598391020572725 0.000235410960173039 -0.0080827051222397903 0.021167912203632479 0.0036884753761146079 -0.0018977961744058179 -0.0037717541058848616 -0.0029426422684068728 -0.0020459364825841596 0.003983165150597455 0.0045374052576584185 -0.0039361137815999694 -0.0024610874498874392 0.0050353421006107939 0.002002953632143535 leaf_weight=982.26698044594377 666.61476431135088 449.29822281235829 461.30338392220438 751.66328353760764 2117.7181454189122 655.10307873506099 1315.9995765490457 630.68978717271239 209.99591016583145 1250.6193876974285 5615.2431419864297 28.633754877373576 182.79468454606831 20.314184939488769 553.22831207606941 975.05882167629898 226.6298120226711 46.49787728395313 10.222096081823109 428.74761442281306 765.88202029187232 530.46333683189005 60.364734283648431 389.0822635171935 1636.862745044753 316.42543199472129 342.51802900852636 1708.9202953157946 84.990500131621957 3932.3259574426338 leaf_count=30055 11517 25311 15359 76930 53614 13283 27450 14618 3605 25463 238977 504 4219 829 17130 27154 9371 3375 81 10072 24701 19811 1371 12315 33490 8160 23339 99727 1501 77848 internal_value=0 -0.00141327 0.000964331 -0.00366267 0.00115895 0.00160382 0.000991856 -0.00102043 -0.00132888 0.000290398 -0.0012141 0.00115541 -0.00186695 -0.00137326 -0.00141451 0.00137287 -0.00274586 -0.000374438 0.00113882 0.0015957 -0.000362457 -0.00235926 0.0024509 9.12399e-05 0.00329912 0.00214663 -0.00157144 -0.00146085 0.000468747 0.00166063 internal_weight=0 11213 16133.5 1667.11 14871.4 9834.36 7225.97 9545.85 1262.13 5037.04 8915.16 695.249 915.443 1002.58 8219.91 6223.38 732.648 283.35 236.852 1679.37 3357.67 991.767 270.361 2591.79 2608.39 971.529 7666.68 7324.16 2202.71 5248.33 internal_count=911180 525099 386081 119287 345935 218269 163336 405812 40146 127666 391194 12021 42357 30884 379173 132452 38138 12827 9452 35535 92131 35170 4976 67430 54933 21443 362043 338704 55115 105298 is_linear=0 shrinkage=0.01 Tree=379 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 9 9 10 0 9 10 10 4 9 9 9 9 10 9 9 2 9 2 2 9 9 9 9 4 2 split_gain=9443.76 2919.54 602.883 237.152 91.8496 74.9127 59.3761 49.1335 41.709 41.6637 40.1256 40.0673 31.5826 23.5773 20.3316 32.2074 19.9687 19.372 17.9808 17.7739 17.4211 16.9542 25.039 17.6594 27.1495 17.3207 16.5944 15.8777 15.7659 23.1958 threshold=0.0043998162727802515 0.99894970655441295 6.4727209974080338e-05 0.8784809708595277 0.99997490644454967 4.8650000000000011 5.285000000000001 4.0456557144352709e-06 1.0000000180025095e-35 9.0500000000000025 0.2688089013099671 0.00055606939713465011 1.5000000000000002 6.0750000000000011 4.8650000000000011 3.9350000000000005 7.6450000000000005 0.98755538463592529 3.2650000000000001 8.3400000000000016 0.49341991341991348 5.245000000000001 0.27320574162679429 0.50155279503105599 5.285000000000001 5.955000000000001 3.3550000000000004 4.9050000000000011 4.5000000000000009 0.95030864197530873 decision_type=2 2 2 2 2 10 8 2 2 8 2 2 10 10 10 10 10 2 10 10 2 10 2 2 10 10 8 10 8 2 left_child=2 3 7 5 18 10 11 -1 12 14 -2 -4 21 -9 15 17 20 -5 -3 -8 -10 -7 25 24 -24 -23 -12 -16 29 -21 right_child=1 4 6 9 -6 8 19 13 16 -11 26 -13 -14 -15 27 -17 -18 -19 -20 28 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0097546847301869747 -0.0010705650730274969 0.0088097132350508627 -0.0063851737011236974 0.0023294326222440009 0.010471033501524301 0.0019171340354634042 -0.0025001586046909646 -0.0082230908435763812 -0.0020570288744392899 0.0076045129605040868 -0.00030403423393329842 -0.0036494146020837749 0.00061526891595543832 -0.0042801785901018762 0.0089241950716857001 -0.00012687926502257812 0.0093817544045671983 0.0057473085245315437 0.0062962704685019981 -0.0051366595433480645 0.0011531786308862533 0.0022459620587984134 0.017517679017609845 0.0037820531439367163 0.0058583314164980518 -0.0051489482287974588 0.0016890795694054332 0.0040375828986480402 0.015342382897017587 0.0056088982008746955 leaf_weight=5072.6056818962097 2867.6599831543863 495.07430960983038 1045.7454517846927 428.84754787385464 5210.8189092781395 855.21364240348339 1001.0827615838498 1790.4764583692886 427.91253470629454 274.74790734425187 714.50954158604145 1096.8570873932913 862.85936436243355 165.69022834254429 69.998772457242012 333.17328190803528 19.846099875867367 270.38404291495681 669.55884207040071 36.266042768955231 279.44210499897599 118.41340866684914 22.908954780548811 615.33764381706715 155.7640969697386 43.239788599312305 1005.7195639833808 1327.3759543225169 8.2269825078546983 45.034157510846853 leaf_count=469083 22969 10507 44429 2898 118910 7970 24723 113468 2897 4871 3461 28268 9842 11154 329 1532 106 2864 6051 1400 2040 741 179 4581 1345 226 5748 7260 120 1208 internal_value=0 0.00454739 -0.00759157 0.00135398 0.00990359 0.000487497 -0.00401783 -0.00923548 0.00161221 0.00391347 -0.00034624 -0.00498466 0.00218976 -0.00788912 0.0034961 0.00243187 -0.000511263 0.00365108 0.00736471 -0.00211839 -0.000788829 0.00293998 0.00385531 0.00458567 0.00735326 0.000267935 0.000861225 0.00428237 0.00215049 0.000815566 internal_weight=0 17068.8 10262 10693.4 6375.45 7988.83 3233.21 7028.77 3400.94 2704.53 4587.89 2142.6 2673.74 1956.17 2429.78 1032.4 727.201 699.232 1164.63 1090.61 707.355 1810.88 955.664 794.011 178.673 161.653 1720.23 1397.37 89.5272 81.3002 internal_count=911180 217327 693853 81859 135468 62105 100148 593705 29927 19754 32178 72697 24884 124622 14883 7294 5043 5762 16558 27451 4937 15042 7072 6105 1524 967 9209 7589 2728 2608 is_linear=0 shrinkage=0.01 Tree=380 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 9 9 10 9 0 10 10 4 5 5 5 9 9 1 9 1 1 1 9 1 9 9 9 10 9 split_gain=9310.5 2902.61 603.35 233.188 92.6199 73.3588 58.8203 49.5033 41.4493 40.8126 39.846 39.3401 30.8716 28.192 27.9653 26.6513 26.3166 23.5577 22.8224 22.5712 31.4417 26.9518 22.9008 21.0644 20.9497 20.3099 19.9494 31.6896 19.1649 18.4944 threshold=0.0043998162727802515 0.99894970655441295 6.4727209974080338e-05 0.8784809708595277 0.99997490644454967 4.8650000000000011 5.285000000000001 4.0456557144352709e-06 9.0500000000000025 1.0000000180025095e-35 0.00055606939713465011 0.2688089013099671 1.5000000000000002 14.500000000000002 1.0000000180025095e-35 152.50000000000003 5.995000000000001 6.0750000000000011 0.72245564892623726 5.245000000000001 0.68208556149732635 0.68772163120567387 0.15018796992481201 4.8950000000000005 0.53717523493642905 7.2000000000000011 4.8650000000000011 3.9350000000000005 0.98755538463592529 5.0850000000000009 decision_type=2 2 2 2 2 10 8 2 8 2 2 2 10 2 2 2 10 10 2 10 2 2 2 10 2 10 10 10 2 10 left_child=2 3 7 5 -3 11 10 -1 26 12 -4 -2 15 -8 25 18 -15 -9 19 20 23 -22 -21 -7 -13 -11 27 28 -5 -20 right_child=1 4 6 8 -6 9 13 17 -10 14 -12 24 -14 16 -16 -17 -18 -19 29 22 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0097493748626406827 -0.0010603633002245678 0.0073332664783124987 -0.00635907420106288 0.002309059737185652 0.010462542710316719 0.0072775337511865254 -0.0032343578611208528 -0.008204965006608049 0.0075762880739114963 -0.0025938548387380933 -0.0036245981597111767 0.001527603903201929 0.00060889748808926958 -0.0018575344700517704 0.0017971984218123954 -0.0014987241827866149 0.0037540391474299964 -0.0042549514802066998 0.0043353641898991654 0.0029650800467242466 0.02246179676177314 0.002417292215502759 0.006334737201617582 0.0013345893010942838 -0.00095142652664363171 0.0093640504833007766 0.0042459243184439005 -0.00012560741741168342 0.0057138108302159183 -0.0027627894121266799 leaf_weight=5024.8539751088247 2866.3041563183069 1157.9659110959619 1039.5681634172797 428.30768312513828 5163.136153915897 65.990493159741163 727.65967232175171 1776.5573697527871 273.02241154760122 406.72980916500092 1093.3409495390952 1251.8857695423067 863.16777739115059 229.78040333930403 305.53443175368011 127.66670107655227 131.34088233672082 165.00928895222023 55.962151912972331 378.20413048379123 14.104086691513659 12.792188610881565 432.13660248741508 619.85930414125323 468.45032479614019 14.717496089637278 1395.286033295095 333.18140691518784 269.25518114864826 106.68397440575063 leaf_count=469083 22969 16558 44429 2898 118910 518 14387 113468 4871 2741 28268 6660 9842 8981 2227 1583 4083 11154 446 2181 84 149 3658 5632 2549 75 7589 1532 2864 791 internal_value=0 0.00451755 -0.00757047 0.00134096 0.00988929 0.000482531 -0.00399197 -0.00922538 0.00388225 0.00159485 -0.00495737 -0.000342873 0.00216554 -0.00210077 -0.000506308 0.0029065 0.000183411 -0.00786926 0.00324012 0.00362035 0.00232233 0.0129284 0.00476204 0.0019064 0.00085256 -0.00217627 0.00346652 0.00241147 0.00362327 -0.000320506 internal_weight=0 17010.3 10188.1 10689.2 6321.1 7990.19 3221.69 6966.42 2699.05 3403.55 2132.91 4586.64 2676.57 1088.78 726.982 1813.4 361.121 1941.57 1685.73 1523.09 712.746 26.8963 810.341 685.85 1720.34 421.447 2426.03 1030.74 697.563 162.646 internal_count=911180 217327 693853 81859 135468 62105 100148 593705 19754 29927 72697 32178 24884 27451 5043 15042 13064 124622 13459 12222 6383 233 5839 6150 9209 2816 14883 7294 5762 1237 is_linear=0 shrinkage=0.01 Tree=381 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 9 9 10 9 10 10 10 5 9 9 9 9 10 9 10 9 5 9 5 9 9 9 9 9 5 split_gain=9178.97 2885.48 603.883 229.283 93.4538 71.8407 60.1977 46.6018 41.231 40.0477 38.5713 24.5777 23.4173 31.7209 21.73 19.576 31.1793 18.959 18.3663 17.2692 16.242 15.9333 15.752 16.4933 17.3036 15.8676 32.2028 14.9208 14.6472 15.5327 threshold=0.0043998162727802515 0.99894970655441295 5.9116524425917312e-05 0.8784809708595277 0.99997490644454967 4.8650000000000011 5.2250000000000005 4.0456557144352709e-06 9.0500000000000025 0.00073490195791230009 0.2688089013099671 0.068259380757808671 14.500000000000002 5.995000000000001 6.0750000000000011 4.8650000000000011 3.9350000000000005 0.98755538463592529 3.2650000000000001 0.00025326936156485003 3.3550000000000004 507.50000000000006 5.2950000000000008 142.50000000000003 6.2150000000000007 6.2550000000000008 7.0450000000000008 4.9050000000000011 5.4450000000000012 44.500000000000007 decision_type=2 2 2 2 2 10 8 2 8 2 2 2 2 10 10 10 10 2 10 2 8 2 10 2 10 10 8 10 10 2 left_child=2 3 7 5 18 10 9 -1 15 -4 -2 28 19 -14 -9 16 17 -5 -3 -8 -12 27 -20 -24 -25 -26 -27 -17 -7 -30 right_child=1 4 6 8 -6 11 12 14 -10 -11 20 -13 13 -15 -16 21 -18 -19 22 -21 -22 -23 23 24 25 26 -28 -29 29 -31 leaf_value=-0.0097440443129865831 -0.0010502541785140291 0.0087733128620199798 -0.0062570203432888005 0.0022888432371326963 0.010454101711868087 -0.00055293103951068844 -0.0057275382047814504 -0.0082208528652437662 0.0075480453749155524 -0.0034760800336132757 -0.00030884822489551348 0.0021842154663199178 -0.0022664520044096666 0.0037353344304780741 -0.0043614699749084393 0.0088256888059828377 -0.00012434830851888945 0.0056804074416132297 0.0041991708200119675 -0.0023254508944415627 0.0016630195679865362 -0.0063018293115037899 0.0078978065184277229 -0.01782867077586078 0.013258154186000633 -0.031320853937426174 0.0060336058813103104 0.0040785485082284233 0.00073222317984559279 0.0050051773853950245 leaf_weight=4977.5637760059908 2864.961300117895 488.08340119756758 1172.8503702450544 427.77256371080875 5115.8688371367753 678.44799215905368 200.69546819105744 1705.7079724147916 271.31213780120015 927.22879449091852 714.42300656437874 2256.0663459375501 255.57222186541185 134.35524793993682 159.53467961214483 69.737440884113312 333.18944799154997 268.13576953858137 244.2679847702384 581.54309388063848 1005.8042947351933 14.272193238139151 393.74593140929937 4.6600113287568119 9.2361257821321505 3.1952573508024189 8.3098942786455154 1309.1766927428544 360.06861155852675 111.39043356850743 leaf_count=469083 22969 10507 48703 2898 118910 11724 7072 110456 4871 22697 3461 13166 10835 4239 10911 329 1532 2864 1810 9857 5748 63 4099 24 51 15 52 7197 3577 1460 internal_value=0 0.0044879 -0.00754921 0.00132812 0.00987477 0.000477636 -0.00401586 -0.00923887 0.00385126 -0.00502918 -0.000339553 0.00157775 -0.00220039 -0.000198448 -0.00789076 0.0034372 0.00239121 0.00359562 0.00730091 -0.00319831 0.000844088 0.00420983 0.00621765 0.00739397 -0.000416018 0.00349614 -0.00434063 0.00431863 0.000387896 0.00174178 internal_weight=0 16952.1 10115.1 10684.8 6267.37 7991.16 3272.25 6842.81 2693.6 2100.08 4585.19 3405.97 1172.17 389.927 1865.24 2422.28 1029.1 695.908 1151.5 782.239 1720.23 1393.19 663.415 419.147 25.4013 20.7413 11.5052 1378.91 1149.91 471.459 internal_count=911180 217327 693853 81859 135468 62105 103403 590450 19754 71400 32178 29927 32003 15074 121367 14883 7294 5762 16558 16929 9209 7589 6051 4241 142 118 67 7526 16761 5037 is_linear=0 shrinkage=0.01 Tree=382 num_leaves=31 num_cat=0 split_feature=5 4 4 1 2 1 5 4 1 0 1 4 1 2 2 0 2 1 1 5 2 4 5 1 1 5 5 1 5 2 split_gain=349.514 95.9239 68.795 69.3326 77.8972 66.6418 61.3692 46.9941 43.2323 46.3514 39.2536 25.8996 28.9088 32.7117 41.2581 25.3675 25.1393 22.1038 28.199 23.0366 22.001 21.9554 21.8555 21.8186 20.8985 20.8851 20.2299 30.9438 25.8193 32.5955 threshold=3.5000000000000004 2.5000000000000004 2.5000000000000004 0.48581488933601619 0.48492424242424242 0.028778467908902653 31.500000000000004 5.5000000000000009 0.13712060166532367 1.0000000180025095e-35 0.65858556175923211 5.5000000000000009 0.2573593073593074 0.95260557053009898 0.94754041967664271 1.0000000180025095e-35 0.21498599439775909 0.23271742593182543 0.24494897959183673 1.0000000180025095e-35 0.44491129785247435 3.5000000000000004 273.50000000000006 0.64326765188834167 0.66751700680272119 210.50000000000003 53.500000000000007 0.19526212503504348 20.500000000000004 0.53873431533006011 decision_type=2 10 10 2 2 2 2 10 2 2 2 10 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 left_child=2 5 3 8 10 22 11 21 9 -1 -5 12 13 14 -3 16 -7 -10 -19 -20 23 -4 25 -9 26 -2 27 -18 -29 -30 right_child=1 6 7 4 -6 15 -8 20 17 -11 -12 -13 -14 -15 -16 -17 24 18 19 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=0.0022585496207991273 0.0016772044936150894 0.00035009576780706703 -0.00072799911875690698 -0.0005523730087022041 0.0032524625609925517 0.00059452005107421752 -0.0057590338376910244 0.0053432822928289386 -0.0022798533201589706 0.00025038442135761648 0.0016340301328427991 0.0015309333325164189 -0.0043392323394312576 -0.0080295350150542573 0.020877537826645667 0.00063857822671308493 -0.002886114130868428 0.005045851085564104 0.00027125820781252844 -0.0019607909372971943 -0.0029443653643982082 -0.0037334758265110961 -0.0059714553517327441 -0.0035957935261792767 -0.0037510103409948772 0.0097474168678468708 -0.0020014783385987594 -0.0012396171635376515 -0.00150376296215749 0.0019668992264389026 leaf_weight=2027.8431305661798 786.37720033805817 230.87269229860976 454.62495010113344 1134.6243044463918 2560.1379712009802 578.82537660608068 734.19161738734692 174.55117203015834 513.69817886315286 2653.2300259424374 2972.0763554954901 179.87779295817018 433.77258537570015 45.434014667291194 10.224918369669465 653.42346134036779 653.15688324905932 105.61218180134892 2092.3304262254387 593.568752868101 59.736520388163626 522.30460677482188 35.841252551414073 32.368307983502746 414.58473741682246 33.430862392298877 3321.7575693503022 1767.9016046989709 430.00290357042104 729.99225729191676 leaf_count=40089 15061 9519 15359 35240 54802 15668 76930 2930 16923 60894 62923 4219 25163 3375 81 20123 37635 2327 53768 18969 1371 19811 1684 675 22202 587 171788 75035 19305 26724 internal_value=0 -0.00137725 0.000938915 0.00113056 0.00188342 -0.000988678 -0.00361338 -0.00131923 0.00050208 0.00112032 0.00102996 -0.00186337 -0.00271101 -0.0002461 0.00122066 -0.00125497 -0.00141167 -0.000373518 -2.27114e-05 -0.000222012 0.0024016 -0.00233484 0.00167213 0.00394495 -0.00157036 0.0020063 -0.00143939 -0.000918 -0.000478952 0.000680347 internal_weight=0 11039.7 15896.7 14653.1 6666.84 9405.29 1634.37 1243.59 7986.28 4681.07 4106.7 900.182 720.304 286.532 241.098 8549.64 7896.22 3305.21 2791.51 2685.9 266.656 976.93 855.649 206.919 7317.4 819.808 6902.81 3581.05 2927.9 1160 internal_count=911180 525099 386081 345935 152965 405812 119287 40146 192970 100983 98163 42357 38138 12975 9600 388480 368357 91987 75064 72737 4976 35170 17332 3605 352689 15648 330487 158699 121064 46029 is_linear=0 shrinkage=0.01 Tree=383 num_leaves=31 num_cat=0 split_feature=9 9 5 9 9 4 2 0 9 4 5 2 4 4 2 4 5 3 3 3 5 9 2 2 9 9 2 9 4 4 split_gain=1328.42 208.831 216.946 112.077 84.3244 70.1772 68.5197 56.0354 49.451 46.7198 44.5868 42.269 33.9664 30.666 28.8938 32.1436 32.9895 31.1246 30.7708 28.0055 27.6702 27.4996 27.1831 26.7364 25.6842 61.0214 25.3427 44.2844 42.0357 30.5078 threshold=2.7350000000000008 4.1450000000000005 53.500000000000007 5.5050000000000008 1.3750000000000002 1.5000000000000002 0.97385509227614497 1.0000000180025095e-35 9.1600000000000019 3.5000000000000004 1.5000000000000002 0.99938118811881205 11.500000000000002 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 31.500000000000004 29.500000000000004 19.500000000000004 28.500000000000004 35.500000000000007 1.0000000180025095e-35 0.29429808733309276 0.16749174917491746 5.3350000000000009 5.3550000000000013 0.38119783996072654 5.955000000000001 1.5000000000000002 5.5000000000000009 decision_type=10 10 2 10 10 10 2 2 10 10 2 2 10 10 2 8 2 10 8 8 2 8 2 2 10 10 2 10 10 8 left_child=4 13 3 5 7 19 26 14 -5 -10 12 -8 24 -2 18 16 21 -18 -1 -3 -11 22 -16 -12 -7 -26 27 -4 -29 -30 right_child=1 2 6 8 -6 10 11 -9 9 20 23 -13 -14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31 leaf_value=-0.0024038878766152018 0.00042379330822122935 -0.0026533440459316788 -0.0048318868460941952 0.00041793392464057488 0.0023947003782367254 -0.0031096849480648117 0.0047830487979446598 0.0061666772473533962 -0.006629627444325179 0.0043113376026716202 0.00054360662543447491 -0.0059338035626059016 0.0087665807565717735 -0.0029848504499633772 -0.0059747517854690391 -0.0017342201403074337 0.0059289437688410497 -0.00027255448715778465 0.0030843350155622495 -0.00096917913189362593 -0.01044710504591863 0.0056688783453213076 0.0037318459290795547 -0.0055551542943841738 0.0071036681112408937 -0.0036743949073379059 -0.0052902557163691929 0.0073677500709078535 -0.0071020346002549882 0.027621641855990777 leaf_weight=132.89323430880904 5744.8744434285909 1314.6275265906006 248.17272927658632 3415.8231004667468 2530.216924957931 1191.2009035749361 122.83335242327303 1615.4090091995895 197.78459841851145 78.84864935465157 78.027502277400345 52.547802407294512 27.125092526897788 276.64235161291435 39.454494059085846 83.036589186638594 123.87983483448625 233.42782372608781 441.72715065069497 3966.146591573488 15.143603231757877 1423.8603208530694 107.35599574632943 912.63394085085019 87.249287044629455 132.00224641151726 2212.2895557028241 71.948925300501287 41.780951532535255 2.693332095630466 leaf_count=1771 109350 55651 19369 111334 41396 47523 2927 39037 20991 2039 2433 2325 352 8824 598 1242 1822 3870 8896 128383 2528 31234 1719 64181 1589 4819 189691 1011 4242 33 internal_value=0 -0.00129286 -0.00195586 -0.00134831 0.00383691 -0.00203543 -0.00447604 0.00470553 8.03988e-05 -0.00387112 -0.00344246 0.00157206 -0.00231758 0.000267192 0.00379265 0.00435772 0.0046201 0.00187753 0.00181507 -0.00138845 0.00193352 0.005244 0.00112325 -0.0050748 -0.00253075 0.000614644 -0.00488767 -0.00244483 0.00264351 -0.00499919 internal_weight=0 20190.4 14168.9 11416.6 6731.26 7709.01 2752.27 4201.04 3707.6 291.777 2428.24 175.381 1437.58 6021.52 2585.64 2011.02 1927.98 357.308 574.62 5280.77 93.9923 1570.67 146.81 990.661 1410.45 219.252 2576.89 364.596 116.423 44.4743 internal_count=911180 779595 661421 441823 131585 304931 219598 90189 136892 25558 120897 5252 54283 118174 51152 40485 39243 5692 10667 184034 4567 33551 2317 66614 53931 6408 214346 24655 5286 4275 is_linear=0 shrinkage=0.01 Tree=384 num_leaves=31 num_cat=0 split_feature=5 2 2 2 0 3 2 2 2 5 2 7 2 2 2 2 5 0 5 5 3 3 2 2 2 2 2 3 2 5 split_gain=337.335 66.347 100.394 53.986 54.111 51.9358 39.5942 34.9586 34.571 27.3293 38.7473 25.4963 25.4235 29.3791 24.7081 25.3932 23.4554 21.8859 20.7722 20.6289 18.9461 34.7776 18.7227 18.4344 18.187 27.7167 17.277 16.6695 16.52 18.659 threshold=3.5000000000000004 0.50155279503105599 0.48492424242424242 0.20112359550561798 1.0000000180025095e-35 27.500000000000004 0.96178188899707895 0.86391694725028068 0.25108695652173912 53.500000000000007 0.35319472616632858 1.0000000180025095e-35 0.80066225165562932 0.78297101449275375 0.76506899055918665 0.63680926916221037 1.0000000180025095e-35 1.0000000180025095e-35 150.50000000000003 1.0000000180025095e-35 10.500000000000002 28.500000000000004 0.94754041967664271 0.47637648809523808 0.19929078014184398 0.16749174917491746 0.7576941287878789 28.500000000000004 0.99938118811881205 7.5000000000000009 decision_type=2 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 2 2 2 8 10 2 2 2 2 2 8 2 2 left_child=1 2 5 18 6 11 9 14 17 10 -5 -1 13 -12 15 -3 -10 -7 24 -4 -11 -22 -14 -6 25 27 -17 -2 -8 -30 right_child=3 7 19 4 23 8 28 -9 16 20 12 -13 22 -15 -16 26 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0009870863720731341 -0.0014788534432426939 -0.0011469206735008988 0.0019442786167401776 -0.003908875097348565 -0.0019656267334162659 0.0024506673574827614 0.002387171715423362 0.001180241981084346 0.00077297415066730551 -0.0054455926657711266 -0.00098981541760954786 0.010390584296295635 -0.0034495004759459227 0.0026858071435098513 -0.0023498735972923828 0.00041721849336082747 -0.0018336598082321855 0.0010613921919984226 -0.0052429817940776039 0.0037948310988731482 -0.00087833512363945506 -0.0030051831937902341 0.0014181914562439479 0.0020193524883442672 0.0060369310844626814 -0.0078772581196814833 0.0047421528918104644 0.0017806615631351613 0.0026925259207083584 -0.0022296625509661498 leaf_weight=1489.1610482614487 200.773223541677 1409.3742077997886 959.35752857476473 557.90523700555786 148.78756909491494 2030.1067186929286 285.46307187015191 1816.3719358607195 1135.1013241494074 216.63291302369907 3088.339735286776 19.959646133705974 613.59978094510734 233.9304550406523 611.08542683767155 1623.6274008746259 496.07889818260446 2568.7028048513457 54.54873212473467 1618.8876676661894 1071.0320988283493 2724.7318924553692 90.696795469615608 528.16138839302585 69.292459546588361 35.992402800824493 97.936808873899281 717.96771520283073 108.35255087725818 266.28186696767807 leaf_count=44012 5268 43377 21723 28394 6808 37217 9222 39798 29330 19542 138733 836 35065 8859 21680 42387 15368 53967 2276 34053 63647 159383 5383 13644 1752 1868 2333 14738 1798 8719 internal_value=0 0.000922702 0.0013972 -0.00135503 -0.00158573 0.00082784 -0.00178532 4.19515e-05 0.00123103 -0.00196654 -0.00143907 -0.000836605 -0.00109686 -0.000731004 -0.000510573 -0.000151584 -1.97624e-05 0.00167468 0.000769847 0.00310625 -0.00256922 -0.00240506 -0.00282266 0.00114349 0.00109014 0.000731117 0.000663257 0.00106836 0.000574874 -0.000806057 internal_weight=0 15875.8 10317.4 11012.5 9933.92 7739.11 9256.97 5558.4 6229.99 8596.87 4584.47 1509.12 4026.57 3322.27 3742.02 3130.94 1631.18 4598.81 1078.57 2578.25 4012.4 3795.76 704.297 676.949 1024.03 954.733 1721.56 918.741 660.097 374.634 internal_count=911180 386081 236506 525099 499197 180730 478745 149575 135882 459006 216434 44848 188040 147592 109777 88097 44698 91184 25902 55776 242572 223030 40448 20452 23626 21874 44720 20006 19739 10517 is_linear=0 shrinkage=0.01 Tree=385 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 3 3 1 4 5 1 5 1 4 5 5 1 1 1 3 5 1 5 1 3 5 split_gain=9012.52 2860 602.936 225.49 94.1597 56.095 49.9381 46.9456 31.9142 15.3925 15.3465 20.7474 13.0445 21.7501 13.043 13.0159 15.5495 14.4057 11.6787 11.4666 11.0611 31.1402 21.3061 10.7832 10.6314 11.4051 11.017 10.4006 11.1043 11.0416 threshold=0.0043998162727802515 0.99894970655441295 5.9116524425917312e-05 0.78322452306747448 0.99997490644454967 0.00042608799412840006 0.13270235061645502 4.0456557144352709e-06 0.98755538463592529 42.000000000000007 21.500000000000004 0.98936170212765973 3.5000000000000004 29.500000000000004 0.13712060166532367 6.5000000000000009 0.41202270381836947 4.5000000000000009 786.50000000000011 2.5000000000000004 0.68772163120567387 0.68438714235252573 0.81866537717601562 28.500000000000004 313.50000000000006 0.40924344112263583 214.50000000000003 0.62470657276995312 19.500000000000004 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 8 8 2 8 2 2 2 2 10 2 2 2 2 2 8 2 2 2 2 10 2 left_child=2 3 7 6 -3 -4 9 -1 10 27 11 19 -10 -14 -7 20 24 -18 -12 -5 21 -8 -22 -23 25 26 -17 29 -29 -2 right_child=1 4 5 8 -6 14 15 -9 12 -11 18 -13 13 -15 -16 16 17 -19 -20 -21 22 23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0097373630372200263 -0.00097719999288956721 0.0072664581595851211 -0.0055301214943832243 0.0033239229723672067 0.010445339529668389 -0.001460562494314799 0.00095998465717149776 -0.0078674061875950493 0.0052201360219510749 0.027744949039665748 0.0025314282201938064 -0.0047058905428250591 0.0038288918305236981 -0.0087789977423533682 -0.0033611402872607559 0.0029130198235977523 0.00098938572130266643 -0.010158993671813273 -0.010705150832666795 0.0074697570646290058 -0.0037957355974605634 0.024006240208633151 0.0011323204339700292 0.0055137254284702642 -0.0021996543691882153 0.017145007088781836 0.008341979957838851 -0.0051570779007482073 -0.0011352765505628496 0.00025914867471057577 leaf_weight=4911.0784830767661 1190.5298852026463 1142.5897950921208 1369.2795122610405 117.51716836169362 5050.4385667517781 486.29069578554481 2126.0771372839808 1847.6532905208878 987.86432849243283 1.9327079169452179 1940.0969749465585 20.70972902327776 60.475544415414333 17.683853104710579 1402.3914781901985 554.15845147147775 462.43576437234879 11.888744216412304 6.6886655390262595 154.3171404004097 145.58270145207644 7.7211462706327412 220.77359099313617 5.3299301117658624 35.696453366428614 5.9919373244047156 40.082752250134945 76.924997365102172 638.31633223965764 1836.8845970518887 leaf_count=469083 10236 16558 58150 680 118910 9048 10858 121367 9290 10 11464 128 449 145 36205 3211 2989 73 34 782 819 37 1098 28 266 40 279 711 6280 21952 internal_value=0 0.00445362 -0.00752278 0.00131508 0.00985885 -0.00398905 0.000340696 -0.00922617 0.00348483 -0.000468706 0.00280686 0.00494241 0.00490898 0.00097631 -0.00287179 0.00117894 0.00208025 0.000709956 0.00248595 0.00567746 0.000779545 0.00105452 -0.000825991 0.0164541 0.00310232 0.00341763 0.00327921 -0.000483275 -0.00156783 -0.000227045 internal_weight=0 16858.7 10016.7 10665.7 6193.03 3257.96 7360.33 6758.73 3305.35 3744.59 2239.33 292.544 1066.02 78.1594 1888.68 3615.74 1110.25 474.325 1946.79 271.834 2505.48 2139.13 366.356 13.0511 635.93 600.233 594.241 3742.66 715.241 3027.41 internal_count=911180 217327 693853 81859 135468 103403 58887 590450 22972 39189 13088 1590 9884 594 45253 19698 6858 3062 11498 1462 12840 10923 1917 65 3796 3530 3490 39179 6991 32188 is_linear=0 shrinkage=0.01 Tree=386 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 5 4 5 0 3 4 1 3 1 4 5 5 1 5 5 1 5 3 1 1 3 split_gain=8885.01 2842.77 603.381 221.854 94.9917 61.0884 55.6423 47.2939 20.6405 15.2186 23.9945 32.2621 20.7862 15.1195 14.2256 13.1896 23.4321 12.8678 12.8652 21.2917 12.8042 12.4469 10.9695 11.5108 15.4651 13.486 10.558 12.3519 10.2069 10.9337 threshold=0.0043998162727802515 0.99894970655441295 5.9116524425917312e-05 0.8784809708595277 0.99997490644454967 0.13270235061645502 0.00042608799412840006 4.0456557144352709e-06 0.98755538463592529 1.0000000180025095e-35 1.5000000000000002 10.500000000000002 1.0000000180025095e-35 42.000000000000007 4.5000000000000009 0.51363749070171105 28.500000000000004 0.13712060166532367 3.5000000000000004 29.500000000000004 47.500000000000007 0.44405320813771521 324.50000000000006 214.50000000000003 0.25943732193732194 249.50000000000003 24.500000000000004 0.42900964066608244 0.62470657276995312 19.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 10 2 2 8 10 2 10 2 8 2 2 2 2 2 2 2 10 2 2 10 left_child=2 3 7 5 -3 13 -4 -1 -5 12 15 -12 -7 28 22 20 -17 -8 -10 -20 -11 -16 23 -13 25 -25 -22 -28 -2 -30 right_child=1 4 6 8 -6 9 17 -9 18 10 11 14 -14 -15 21 16 -18 -19 19 -21 26 -23 -24 24 -26 -27 27 -29 29 -31 leaf_value=-0.0097319724895048674 -0.0002247989926063301 0.007234124467252254 -0.0055027831219493497 0.0030805850013115518 0.010436989357435785 0.0014031712073215117 -0.0014477006415596339 -0.0078475490162445167 0.0051844596913691093 0.0034109227222282007 -0.0020798992137645786 0.0029391497076938534 -0.00086393426987311887 0.027529678339476317 0.002736411010819572 -0.002973162124289629 0.0021966497888856549 -0.0033369986033146425 0.0037989760979897846 -0.0086627420051171959 0.0055731864238165851 -0.011616558857861333 -0.0031997728301185525 0.030426962394274434 0.0044086259249311432 0.0063610447492736914 0.0014903325304436957 -0.0036560939051238505 -0.0051208629915574259 -0.001124625039929091 leaf_weight=4864.8921551904641 3027.1017412617803 1136.2516060750932 1362.3562239003368 1616.8407902494073 5004.1662565786391 1102.2801306471229 485.70789530873299 1833.8743947045878 984.73136951960623 1038.0900222845376 326.52448550984263 230.56640734523535 638.78301271051168 1.9283642098307598 11.330346163362266 116.62271838635206 353.17565626651049 1398.4317339397967 60.342921119183302 17.74166913703084 47.890276394784451 12.944948449730871 25.497738730162382 5.4241908416152018 18.549700405448675 4.0799684412777424 248.20497909188271 57.425902955234051 76.695476585999131 637.92031729966402 leaf_count=469083 32188 16558 58150 9870 118910 5677 9048 121367 9290 5218 1930 1643 3255 10 60 634 1916 36205 449 145 254 76 216 35 153 30 1468 351 711 6280 internal_value=0 0.00442436 -0.00750135 0.00130254 0.00984432 0.000466651 -0.00396319 -0.00921609 0.00379215 0.00128898 0.00178947 0.000110796 0.000571387 -0.000464139 0.00243029 0.00236206 0.000913296 -0.00284996 0.00487464 0.000967538 0.00285116 -0.0049174 0.00305808 0.00367505 0.0097232 0.0200959 0.00120744 0.000523355 -0.000478566 -0.00155352 internal_weight=0 16801.1 9945.26 10660.7 6140.42 7981.04 3246.5 6698.77 2679.66 4237.39 2496.33 634.918 1741.06 3743.65 308.393 1861.41 469.798 1884.14 1062.82 78.0846 1391.61 24.2753 284.118 258.62 28.0539 9.50416 353.521 305.631 3741.72 714.616 internal_count=911180 217327 693853 81859 135468 62105 103403 590450 19754 22916 13984 4143 8932 39189 2213 9841 2550 45253 9884 594 7291 136 2077 1861 218 65 2073 1819 39179 6991 is_linear=0 shrinkage=0.01 Tree=387 num_leaves=31 num_cat=0 split_feature=5 4 4 5 4 3 7 5 3 4 0 4 4 3 3 3 3 3 0 5 0 5 5 5 4 5 5 5 5 5 split_gain=319.729 91.9002 64.8255 57.8887 44.8641 42.6886 34.5857 29.5339 41.613 29.2031 29.3885 24.3811 21.3354 20.2548 19.7125 16.1014 27.4226 18.6362 15.8561 15.5453 14.6158 36.276 24.4474 17.0888 13.7954 40.6663 12.9748 12.9203 11.5507 21.2412 threshold=3.5000000000000004 2.5000000000000004 2.5000000000000004 31.500000000000004 5.5000000000000009 20.500000000000004 1.0000000180025095e-35 53.500000000000007 28.500000000000004 1.5000000000000002 1.0000000180025095e-35 5.5000000000000009 3.5000000000000004 12.500000000000002 29.500000000000004 5.5000000000000009 9.5000000000000018 17.500000000000004 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 2.5000000000000004 37.500000000000007 4.5000000000000009 10.500000000000002 16.500000000000004 decision_type=2 10 10 2 10 8 2 2 10 10 2 10 10 8 8 10 10 10 2 2 2 2 2 2 10 2 2 2 2 2 left_child=2 7 5 11 12 6 9 14 13 15 -11 18 -4 -9 26 -1 -17 -18 27 -20 22 -22 -7 -23 -24 -26 -2 -3 -29 -30 right_child=1 3 4 -5 -6 20 -8 8 -10 10 -12 -13 -14 -15 -16 16 17 -19 19 -21 21 23 24 -25 25 -27 -28 28 29 -31 leaf_value=0.0011398200434332097 -0.0014058599302739514 5.8669248024266859e-05 -0.00070831719095323399 -0.0056490764178128835 0.0023516299276100544 0.001376084080565337 0.010286952263070477 -0.0028097975455439934 -0.0023226822267580676 0.0026505444070578201 -0.0029216573558959514 0.0014814572992278157 -0.0036880807829487335 0.0004585466782084493 9.537838978206873e-05 -0.00469907859555366 0.0010053059945186458 -0.0021840295094177724 -0.0038672950641215 0.0056468585875403248 0.0010277121044158914 0.0031497701655191722 0.00053794895411624891 0.0007792753116280625 -0.003701738028605146 0.0023017626071930941 0.00073058724337259008 -0.0055392993800467824 -0.00010577019972814343 -0.0053227568401584338 leaf_weight=211.88319094618782 2132.6999904578552 104.42879294650629 449.66230366425589 717.22936640726402 263.93642699345946 5263.5463391756639 30.094664175063372 231.16897912928835 2639.3841956309043 423.58233758993447 121.88684071507305 177.87815832812339 516.06872628303245 1054.8465099525638 2904.3898818343878 259.43739410117269 300.38657197356224 469.68749089539051 28.772297943942249 42.600926447659731 3184.6956509808078 1704.860824435018 1676.3604709068313 370.13659628480673 293.04839911404997 183.47075139638036 327.97600059630349 220.76735502015799 166.37398040993139 146.9995704558678 leaf_count=6660 94427 3213 15359 76930 4976 121022 1207 14203 133356 14930 4443 4219 19811 47787 101096 9774 8931 14166 1117 809 65963 35171 39912 10139 8491 5126 14943 14150 8282 10567 internal_value=0 -0.00132657 0.000902345 -0.00353614 -0.00130208 0.00108938 -0.000344116 -0.000944833 -0.00160399 -0.000523166 0.00140542 -0.0018292 -0.00230065 -0.000128958 -0.000462557 -0.00137059 -0.00188725 -0.00093995 -0.00265869 0.00181147 0.00129485 0.00169807 0.0010089 0.00272692 0.00011116 -0.00139025 -0.0011211 -0.00315832 -0.00378727 -0.00255299 internal_weight=0 10895.5 15722.7 1605.05 1229.67 14493.1 1816.96 9290.47 3925.4 1786.86 545.469 887.821 965.731 1286.02 5365.07 1241.39 1029.51 770.074 709.943 71.3732 12676.1 5259.69 7416.43 2075 2152.88 476.519 2460.68 638.57 534.141 313.374 internal_count=911180 525099 386081 119287 40146 345935 60111 405812 195346 58904 19373 42357 35170 61990 210466 39531 32871 23097 38138 1926 285824 111273 174551 45310 53529 13617 109370 36212 32999 18849 is_linear=0 shrinkage=0.01 Tree=388 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 3 1 5 5 0 5 3 1 5 2 2 5 1 1 5 5 3 5 5 2 5 split_gain=8751.21 2871.02 552.657 225.658 95.8032 53.0411 47.9922 47.6358 31.3103 15.116 15.0053 25.4842 14.1074 21.5478 13.7431 12.782 13.723 12.6561 11.2233 10.8488 10.2931 9.52662 13.3475 12.9837 15.2156 12.34 11.3269 21.2088 11.3187 10.5161 threshold=0.0035319819580763002 0.99894970655441295 5.9116524425917312e-05 0.78322452306747448 0.99997490644454967 0.068259380757808671 0.00042608799412840006 4.0456557144352709e-06 0.97252115607261669 42.000000000000007 0.38307814674885665 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 361.50000000000006 21.500000000000004 0.98936170212765973 786.50000000000011 0.8185736677115989 0.8185736677115989 6.5000000000000009 0.051836094939543158 1.0000000180025095e-35 10.500000000000002 13.500000000000002 27.500000000000004 1.5000000000000002 5.5000000000000009 0.69056183624528955 23.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 8 2 2 2 2 2 2 2 2 2 10 2 2 2 2 left_child=2 3 7 5 -3 9 19 -1 15 10 11 -2 13 -7 -10 16 20 -17 -8 -4 -5 22 25 -24 -25 -14 -23 28 -28 -27 right_child=1 4 6 8 -6 12 18 -9 14 -11 -12 -13 21 -15 -16 17 -18 -19 -20 -21 -22 26 23 24 -26 29 27 -29 -30 -31 leaf_value=-0.0097262367893193244 -0.0012913957305273 0.0072014113461115635 -0.0058376187156871772 0.0034695688632691585 0.010428592833007446 0.0011395431478312243 -0.0032926102285600525 -0.0078269155215688491 0.0046057003750879033 0.02889100677757131 -0.0014807427448685485 0.0012635063428708003 -0.0024226270558837569 -0.0010815094960490263 -0.0029110437773677417 0.0022591479460972444 -0.0050143984858785759 -0.013208891804063441 -0.0010104815024236566 -0.0032683219520035578 0.0079502722037600691 0.0026508100511690729 -0.012227146268404472 0.027979744573427667 0.0062171201522414499 0.0030338276110224022 -0.00035503183672765847 0.0014212276048176933 -0.0044555670475282414 -0.0021815815869905804 leaf_weight=4814.6386208240874 817.51496039889753 1129.6075202561915 1163.8329996094108 119.08379255235195 4954.6687714960426 1173.0237269885838 1454.6056018928066 1819.5335299526341 1490.8559167794883 1.7212754264473904 1460.1639270391315 747.28091674111784 56.889663115143776 695.96109791100025 24.726851060986519 1550.7956583760679 13.471222817897795 5.3077785223722449 252.97496129851788 191.36694858176634 90.028554581105709 394.98268812149763 3.6206227242946616 3.354418732225894 76.029443848878145 397.45146025717258 332.33602492883801 1242.8417175747454 84.413658697158098 42.827546857297421 leaf_count=469083 7592 16558 49764 675 118910 6357 35762 121367 12892 9 18245 10291 265 3517 124 8757 77 28 6141 8386 419 2120 21 20 358 1823 2060 8818 532 209 internal_value=0 0.00433323 -0.00758323 0.00124395 0.00982943 0.000288986 -0.00406968 -0.00920532 0.00342692 -0.000734778 -0.000751636 -7.12816e-05 0.000976995 0.000312481 0.00448306 0.002527 0.00476842 0.00220639 -0.00295452 -0.00547481 0.00539863 0.00144837 0.00257995 0.00629207 0.00713671 0.00196019 0.00112884 0.000766611 -0.00118561 0.00252651 internal_weight=0 16909 9696.95 10824.7 6084.28 7530.41 3062.78 6634.17 3294.27 3026.68 3024.96 1564.8 4503.73 1868.98 1515.58 1778.69 222.584 1556.1 1707.58 1355.2 209.112 2634.75 580.173 83.0045 79.3839 497.169 2054.57 1659.59 416.75 440.279 internal_count=911180 220677 690503 85209 135468 62237 100053 590450 22972 36137 36128 17883 26100 9874 13016 9956 1171 8785 41903 58150 1094 16226 2696 399 378 2297 13530 11410 2592 2032 is_linear=0 shrinkage=0.01 Tree=389 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 9 9 10 9 0 10 10 9 5 9 5 9 5 9 9 1 9 9 9 5 9 9 1 5 10 split_gain=8627.88 2853.06 553.158 221.671 96.6324 75.5489 59.9574 47.9845 42.3207 35.21 34.3341 32.5444 32.0151 25.3576 26.6122 23.8405 22.3671 22.9438 22.3295 20.8271 20.5649 25.5652 19.0168 18.9942 18.3368 19.2679 25.8501 43.6184 18.1878 16.9812 threshold=0.0035319819580763002 0.99894970655441295 5.9116524425917312e-05 0.78322452306747448 0.99997490644454967 4.8650000000000011 5.285000000000001 4.0456557144352709e-06 8.2700000000000014 1.0000000180025095e-35 0.00055606939713465011 0.036334333941340412 8.2000000000000011 14.500000000000002 5.995000000000001 1.0000000180025095e-35 4.8650000000000011 401.50000000000006 6.0750000000000011 4.4150000000000009 0.72245564892623726 5.0850000000000009 3.2650000000000001 7.2000000000000011 152.50000000000003 5.4250000000000007 5.455000000000001 0.5100040016006403 1.5000000000000002 0.98755538463592529 decision_type=2 2 2 2 2 10 8 2 8 2 2 2 10 2 10 2 10 2 10 10 2 10 10 10 2 10 10 2 2 2 left_child=2 3 7 5 22 11 10 -1 12 20 -4 -2 16 -8 -15 23 19 -18 -9 29 24 -22 -3 -11 -7 -26 27 -27 -17 -5 right_child=1 4 6 8 -6 9 13 18 -10 15 -12 -13 -14 14 -16 28 17 -19 -20 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.0097207974248856178 -0.0018430183976280486 0.0086949294319040252 -0.0062908325210882131 0.0018712687154685229 0.010420334605454192 0.0025922095232379571 -0.0031903397998191197 -0.0081472237862931559 0.0067401360819611409 -0.0025402864700616872 -0.0036842349324610452 1.7312129547777273e-05 -0.012417549583176148 -0.0019580776272790394 0.0038290980036514892 0.0045275017046436149 0.0040051881176292889 -0.0054547231290777379 -0.0041739360400510775 -0.00060218386292473238 0.0043113926105204196 -0.0029870605557180507 0.0060596633287949963 0.010217451286501464 -0.0033766011144555352 0.0073820621606232933 0.0018552644418609627 0.090260583612774767 -0.00057685243070628399 0.0046479633595798283 leaf_weight=4769.3861039318144 1367.890093350783 472.9511254299432 1054.5742175779305 742.12280828133225 4909.2370798029006 2047.0248661488295 683.06183273997158 1651.3327470179647 339.72434455156326 381.07012256234884 970.26786423753947 3008.7516557052732 13.385122671723364 219.25184795120731 124.62620122544467 124.00187076255679 1620.7463214434683 26.050539441406727 154.69181310152635 234.00899214297533 68.168389579281211 162.17103892192245 650.42698195576668 12.038751989603041 110.35410229861736 2.203070722520351 85.760073153302073 0.89218322001397599 159.72285555303097 313.1992662101984 leaf_count=469083 14358 10507 46756 4475 118910 20185 14274 110456 5590 2738 25880 17618 148 9046 4097 860 8451 122 10911 1060 649 1365 6051 58 2034 48 941 21 1362 3126 internal_value=0 0.00430458 -0.0075621 0.00123213 0.0098149 0.000286105 -0.00404359 -0.00919512 0.00339787 0.00146614 -0.0050418 -0.000564122 0.00301291 -0.00207539 0.000139276 -0.000555143 0.00308325 0.00385554 -0.0078069 0.00209685 0.00201855 -0.000827101 0.00716913 -0.00214959 0.00231035 -0.000585926 0.00287996 0.0312712 0.00165401 0.00269534 internal_weight=0 16851.9 9627.19 10819.3 6032.62 7530.05 3051.78 6575.41 3289.24 3153.41 2024.84 4376.64 2949.51 1026.94 343.878 676.834 2936.13 1646.8 1806.02 1289.33 2476.57 230.339 1123.38 393.109 2246.23 199.209 88.8553 3.09525 283.725 1055.32 internal_count=911180 220677 690503 85209 135468 62237 100053 590450 22972 30261 72636 31976 17382 27417 13143 5018 17234 8573 121367 8661 25243 2014 16558 2796 23229 3044 1010 69 2222 7601 is_linear=0 shrinkage=0.01 Tree=390 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 9 9 10 9 0 10 9 10 5 9 9 9 10 9 5 9 5 5 5 9 5 2 9 2 10 split_gain=8506.02 2835.38 553.611 217.991 97.3947 68.8509 59.409 48.335 43.7226 38.5496 34.1467 30.6437 26.5432 24.9509 26.0349 22.3067 19.6078 20.4763 19.1216 18.8837 20.323 18.1861 17.6467 16.2028 15.972 16.4015 27.1275 15.8148 14.6692 14.5288 threshold=0.0035319819580763002 0.99894970655441295 5.9116524425917312e-05 0.65440738201141369 0.99997490644454967 4.8650000000000011 5.285000000000001 4.0456557144352709e-06 4.8650000000000011 1.0000000180025095e-35 0.00055606939713465011 4.8950000000000005 0.026551560498774003 14.500000000000002 5.995000000000001 6.0750000000000011 4.4750000000000005 0.98755538463592529 3.2650000000000001 1.0000000180025095e-35 7.2000000000000011 1.5000000000000002 762.50000000000011 408.50000000000006 5.2950000000000008 142.50000000000003 0.62871870397643603 4.0250000000000012 0.59943502824858774 0.068259380757808671 decision_type=2 2 2 2 2 10 8 2 8 2 2 10 2 2 10 10 10 2 10 2 10 2 2 2 10 2 2 10 2 2 left_child=2 3 7 5 18 12 10 -1 16 23 -4 -10 -2 -8 -15 -9 17 -5 -3 20 -11 -21 -13 29 -20 -26 28 -19 -27 -7 right_child=1 4 6 8 -6 9 13 15 11 19 -12 22 -14 14 -16 -17 -18 27 24 21 -22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.0097153349913892892 -0.001977945144116919 0.0086748520063418804 -0.0062646676347655125 0.0016042710129785945 0.010412121600252578 0.0011212003658565347 -0.0031661762099759244 -0.0081288313013367572 0.006494810542628288 -0.002801293742320785 -0.0036593386776875131 0.0035219387196078313 -0.00018277376409895369 -0.0019419162911118288 0.0037776585395522051 -0.0041489382950269174 -0.00076362850206474723 0.0054247528387197045 0.0039734968824027637 0.0042530018821357795 0.01146409258425546 -0.0011459158927678869 -0.0083350129974220054 -0.0043014985848678546 0.0077398535230819411 -0.0053723943745959809 -0.018517991082114955 -0.00085534448333021652 0.012649337109415579 0.0027642419474410841 leaf_weight=4724.5715462830849 1156.1784993819892 469.32348571158946 1048.4198715724051 1028.7423723451793 4864.2040032055229 944.63090198300779 681.40044205542654 1638.5823740120977 396.29605141095817 344.42008284106851 967.11625031381845 1943.3675182871521 2863.7382891718298 218.86771161854267 125.05778845213354 154.07073365803808 248.8803900256753 272.75691358745098 239.42799121513963 109.71210873313248 10.284895226359366 144.6545484662056 12.633706755936144 40.816899718716741 383.17809779942036 7.5386042222380683 6.3231966048479071 47.009895779192448 11.267068728804588 1250.8171759694815 leaf_count=469083 12662 10507 46756 5845 118910 15160 14274 110456 5932 2589 25880 10134 17415 9046 4097 10911 1128 2921 1810 800 49 1299 62 680 4099 48 32 245 62 8288 internal_value=0 0.00427582 -0.00754093 0.0012203 0.00980061 0.000143442 -0.00401762 -0.00918486 0.00309208 0.00133377 -0.00501455 0.0039591 -0.000699088 -0.00205791 0.000137829 -0.00778678 0.00181531 0.00229128 0.00713781 -0.000896563 -0.00238766 0.00118272 0.00344536 0.00194123 0.00602413 0.0072266 -0.0005998 0.0045015 0.00542499 0.00205729 internal_weight=0 16796.2 9558.09 10814.9 5981.26 6865.25 3040.86 6517.22 3949.69 2845.34 2015.54 2352.3 4019.92 1025.33 343.926 1792.65 1597.39 1348.51 1117.06 609.072 354.705 254.367 1956 2236.26 647.735 408.307 25.1289 319.767 18.8057 2195.45 internal_count=911180 220677 690503 85209 135468 58942 100053 590450 26267 28865 72636 16128 30077 27417 13143 121367 10139 9011 16558 4737 2638 2099 10196 24128 6051 4241 142 3166 110 23448 is_linear=0 shrinkage=0.01 Tree=391 num_leaves=31 num_cat=0 split_feature=5 2 2 1 3 0 1 1 2 2 2 5 5 5 1 1 5 2 5 1 2 2 5 1 5 3 3 0 5 2 split_gain=298.194 61.7909 93.9549 59.2404 47.9789 43.7412 34.9556 33.6017 27.8175 24.0784 24.3838 23.831 22.2825 20.3053 34.4677 24.0403 20.1413 20.068 19.7846 25.7614 18.7765 62.9343 48.6323 35.9666 24.2268 18.0523 26.972 17.9292 17.4032 25.3111 threshold=3.5000000000000004 0.50155279503105599 0.48492424242424242 0.040202020202020204 29.500000000000004 1.0000000180025095e-35 0.98936170212765973 0.13712060166532367 0.25108695652173912 0.76506899055918665 0.63680926916221037 303.50000000000006 1.0000000180025095e-35 53.500000000000007 0.64326765188834167 0.18142633228840127 1.0000000180025095e-35 0.94754041967664271 1.0000000180025095e-35 0.51363749070171105 0.66349106014087067 0.68783602150537648 15.500000000000002 0.28633540372670813 45.500000000000007 29.500000000000004 15.500000000000002 1.0000000180025095e-35 25.500000000000004 0.78297101449275375 decision_type=2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 8 2 2 2 left_child=1 2 4 11 16 6 13 -3 27 10 -9 -2 -10 14 15 17 -1 -5 -4 -20 -17 22 -22 28 -24 26 -15 -6 29 -23 right_child=3 7 18 5 8 -7 -8 9 12 -11 -12 -13 -14 25 -16 20 -18 -19 19 -21 21 23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00023572655487170442 0.0013401408007270149 0.0011398737148686699 0.0018651274955859669 -0.0035656346476365995 0.002595493359374681 0.00083991150020389972 0.0010943369616982868 -0.0011642358828203977 0.00094003948196515327 -0.0023878947241468456 0.00063108314016472656 -0.0065758220135348948 -0.0020825854355639504 -0.0044191755680401349 -0.0034909440916779267 -0.0012756686400118772 -0.0017213315043964053 0.0019929531581793637 0.0036649174915096361 0.047388368997441151 -0.00063557724543216473 -0.001110891339109411 0.0087489497137730726 -0.0060818095466429823 -0.0047847444562723928 -0.0030164642712428007 -0.0011568224001970457 0.0011807238673692138 -0.0029076659923626684 0.0030808088761774188 leaf_weight=2059.5966799678281 960.36159167857841 1790.5705999336205 933.73426680639386 527.49213166674599 1646.1824797187001 721.48081186506897 421.00021384749562 1375.4816061295569 834.44254042115062 587.11204373976216 1681.1491532819346 39.598829798866063 344.61540165171027 300.9714787742123 673.99066376779228 2109.9594194702804 706.17870723875239 74.069309630896896 1573.1178231555969 1.3486941494047631 119.0007874974981 352.8531221752055 161.57405169680715 121.40854202583432 14.406409382354466 2100.235567859374 1604.21461521741 1964.9869756661355 185.37650948250666 243.44378895824775 leaf_count=50525 23606 40157 21723 32045 31461 22938 7638 43375 21797 21324 44719 2184 10825 27285 34183 96800 24131 4563 34034 19 5167 14986 4758 9442 702 127420 92761 41991 9493 9128 internal_value=0 0.000877428 0.00134141 -0.00129114 0.000784729 -0.00152931 -0.00171903 1.81481e-05 0.00139022 -0.000533079 -0.000176809 0.00102667 5.65858e-05 -0.00185693 -0.00140241 -0.00104235 -0.000263964 -0.00288121 0.00301842 0.00370237 -0.000707959 0.000291858 0.0043021 -0.00101804 0.00764103 -0.00237706 -0.00167219 0.00182566 -0.000231543 0.000600409 internal_weight=0 15498.5 10064.2 10731.4 7556 9731.48 9010 5434.31 4790.23 3643.74 3056.63 999.96 1179.06 8589 4583.57 3909.58 2765.78 601.561 2508.2 1574.47 3308.02 1198.06 294.981 903.082 175.98 4005.42 1905.19 3611.17 781.673 596.297 internal_count=911180 386081 236506 525099 180730 499309 476371 149575 106074 109418 88094 25790 32622 468733 221267 187084 74656 36608 55776 34053 150476 53676 10627 43049 5460 247466 120046 73452 33607 24114 is_linear=0 shrinkage=0.01 Tree=392 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 9 9 10 9 10 0 10 5 9 5 1 9 1 9 5 9 9 9 9 9 10 5 9 5 2 split_gain=8377.88 2816.97 553.849 214.772 98.1198 73.8367 58.8613 48.6943 40.3706 38.4537 37.5797 33.9435 24.7724 25.395 24.7119 24.1062 28.723 24.6252 22.3081 21.3965 22.9961 19.198 19.0561 29.616 18.8413 18.1533 17.4626 15.8652 16.1501 26.4199 threshold=0.0035319819580763002 0.99894970655441295 5.9116524425917312e-05 0.8784809708595277 0.99997490644454967 4.8650000000000011 5.285000000000001 4.0456557144352709e-06 9.0500000000000025 0.094556797295808764 1.0000000180025095e-35 0.00055606939713465011 14.500000000000002 5.995000000000001 1.0000000180025095e-35 0.72245564892623726 5.7950000000000008 0.84248120300751894 6.0750000000000011 408.50000000000006 5.2550000000000008 3.2650000000000001 4.8650000000000011 3.9350000000000005 7.2000000000000011 0.98755538463592529 152.50000000000003 5.2950000000000008 142.50000000000003 0.62871870397643603 decision_type=2 2 2 2 2 10 8 2 8 2 2 2 2 10 2 2 10 2 10 2 10 10 10 10 10 2 2 10 2 2 left_child=2 3 7 5 21 9 11 -1 22 -2 15 -4 -8 -14 24 19 17 -17 -9 20 26 -3 23 25 -12 -5 -7 -23 -29 -30 right_child=1 4 6 8 -6 10 12 18 -10 -11 14 -13 13 -15 -16 16 -18 -19 -20 -21 -22 27 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-0.0097095909332106673 -0.0014370680472820616 0.0086540411436872699 -0.0062377089953343278 0.0021374131561403796 0.010404008741947142 0.0017387630012950497 -0.0031454316602973417 -0.0081095915875751649 0.0074008831964834732 0.00038883424943994506 -0.0024520435388492049 -0.0036340302603080953 -0.0019122801507936002 0.003734852876942227 0.0016467149520534477 -0.0027359855818242318 -0.0064687000291321966 0.0045521357776674683 -0.0041195260648912071 -0.0043626272830364042 0.0033534489634717271 0.0039436968371635919 0.0040333330880228304 -0.00022249045897943036 0.0090948454654075934 0.005488591604730233 -0.0033060177450440161 0.0077045390429698558 0.0054025255371349572 -0.018158377453173558 leaf_weight=4676.2698659021407 2066.3373079895973 465.48392182774842 1042.0380430435762 423.24424650520086 4816.5749080404639 1016.0019004791975 679.86584961786866 1625.1912571713328 262.19524401798844 2610.6414132080972 412.42508071102202 963.82991359569132 218.14961608685553 125.41334957908839 311.7611772492528 87.164004288613796 67.627392305061221 99.034930750727654 153.34180026734248 46.609150737524033 1342.4403160270303 238.77757121250033 1379.7608112506568 331.90466977655888 14.632595352828501 261.52582006901503 73.585614876821637 380.88879301398993 18.779897749423984 6.3749444037675849 leaf_count=469083 19295 10507 46756 2898 118910 10808 14274 110456 4871 14483 2875 25880 9046 4097 2339 974 398 747 10911 692 11512 1810 7589 1532 75 2864 1257 4099 110 32 internal_value=0 0.00424597 -0.00751845 0.00120749 0.00978625 0.00040223 -0.00399094 -0.00917394 0.00367547 -0.000417868 0.00150718 -0.00498663 -0.00203945 0.000149135 -0.00049379 0.00204821 -0.000886907 0.0011404 -0.00776558 0.00234878 0.0024774 0.00710639 0.00326787 0.00222904 -0.0020564 0.00341729 0.00139806 0.00598916 0.00719202 -0.00056847 internal_weight=0 16733.8 9484.1 10806.9 5926.88 8148.26 3029.3 6454.8 2658.63 4676.98 3471.28 2005.87 1023.43 343.563 738.819 2732.46 253.826 186.199 1778.53 2478.64 2432.03 1110.31 2396.44 1016.67 427.058 684.77 1089.59 644.821 406.044 25.1548 internal_count=911180 220677 690503 85209 135468 65455 100053 590450 19754 33778 31677 72636 27417 13143 5289 26388 2119 1721 121367 24269 23577 16558 14883 7294 2950 5762 12065 6051 4241 142 is_linear=0 shrinkage=0.01 Tree=393 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 1 1 2 2 2 2 4 4 4 2 2 10 4 4 10 1 4 2 2 4 1 split_gain=8259.34 2799.36 554.234 211.127 98.8323 60.904 49.045 47.077 20.0624 14.5005 25.1232 23.2053 16.7522 13.2438 15.5532 14.4724 12.6494 11.106 10.9619 10.7725 9.97765 9.57111 9.56931 9.07433 8.53337 9.99743 8.08426 12.5884 9.90566 10.7566 threshold=0.0035319819580763002 0.99894970655441295 5.9116524425917312e-05 0.8784809708595277 0.99997490644454967 0.13270235061645502 4.0456557144352709e-06 0.00042608799412840006 0.98755538463592529 0.68772163120567387 0.68438714235252573 0.31281565656565663 0.16749174917491746 0.82274865591397861 0.8238526179702651 1.5000000000000002 3.5000000000000004 4.5000000000000009 0.8185736677115989 0.8185736677115989 0.3781151175498963 2.5000000000000004 1.5000000000000002 0.026551560498774003 0.81291666666666684 4.5000000000000009 0.58637267904509294 0.51530771633864425 2.5000000000000004 0.15018796992481201 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 8 10 2 2 2 10 10 2 2 10 2 2 8 2 left_child=2 3 6 5 21 13 -1 19 -5 10 20 -12 17 23 15 -15 -10 -11 -9 -4 -7 -3 -16 -2 25 -18 27 -22 -28 -30 right_child=1 4 7 8 -6 9 -8 18 16 12 11 -13 -14 14 22 -17 24 -19 -20 -21 26 -23 -24 -25 -26 -27 28 -29 29 -31 leaf_value=-0.0097040769788568487 -0.0013032269046186669 0.0074094946647233007 -0.0057384065569439048 0.0029436823268153838 0.010395881295203505 0.00075550041427334597 -0.0077452941144814337 -0.0031936225905099271 0.0050330089563475101 0.0015714569331016248 -0.0030550031122711049 0.021551694785980863 -0.0022405175783184392 0.028884450209415106 0.0012719822947589792 -0.0024870980713019263 -0.0018281958702035834 -0.0084540119637170428 -0.00092880636064547411 -0.0031584879121927846 0.0016671653856361211 0.0044779951745638653 -0.0015491697436277642 -0.00024298589862224148 -0.0076860933113994832 0.0058908848783169208 0.0028172666899216087 -0.001359034496385517 0.0034641314442371762 -0.0027521395177765046 leaf_weight=4632.3577240668237 1602.4380751978606 978.31317792460322 1141.1705181687139 1606.1264896020293 4772.3586436863989 1441.1230901516974 1765.4254765291698 1437.8071984192356 969.97612576000392 316.73613208159804 5.7103474251925954 11.654046803712845 243.4026132337749 3.7469194252043954 520.09335203655064 2.4204349927604198 32.751557178795338 11.44910544157028 251.01660910248756 188.59527629846707 1013.0916602946818 125.68155869096518 156.3874377887696 1626.7234153989702 10.210307121276854 34.403713639825583 918.79606429487467 159.03828279674053 46.201607428491116 70.029917694628239 leaf_count=469083 22388 14912 49764 9870 118910 8575 121367 35762 9290 1628 37 53 1429 47 4474 47 207 56 6141 8386 5224 1646 1967 13616 133 254 4470 801 224 419 internal_value=0 0.00421751 -0.00749712 0.0011959 0.00977213 0.00039816 -0.00916356 -0.00396514 0.00364585 0.00122881 0.00145981 0.0134597 -0.000252632 -0.00050159 0.000763917 0.0165724 0.00472264 0.00122171 -0.00285699 -0.00537251 0.0014027 0.00707577 0.000619794 -0.00076912 0.000831309 0.0021263 0.00182527 0.00125656 0.00246932 -0.000281194 internal_weight=0 16678.9 9416.37 10802.5 5876.35 8149.04 6397.78 3018.59 2653.47 4237.23 3665.65 17.3644 571.588 3911.81 682.648 6.16735 1047.34 328.185 1688.82 1329.77 3648.28 1103.99 676.481 3229.16 77.3656 67.1553 2207.16 1172.13 1035.03 116.232 internal_count=911180 220677 690503 85209 135468 65455 590450 100053 19754 22916 19803 90 3113 42539 6535 94 9884 1684 41903 58150 19713 16558 6441 36004 594 461 11138 6025 5113 643 is_linear=0 shrinkage=0.01 Tree=394 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 3 1 1 2 3 2 2 2 3 10 2 2 10 3 1 10 2 2 3 0 1 split_gain=8142.58 2781.33 554.601 207.465 99.6624 59.6906 49.3943 46.6912 19.8569 14.6572 14.2083 24.5165 22.5546 18.7059 16.2118 13.2689 15.0236 12.817 11.1858 10.8065 10.6963 9.78472 9.20564 14.4141 9.11769 7.91662 12.3397 10.9204 7.25728 6.6786 threshold=0.0035319819580763002 0.99894970655441295 5.9116524425917312e-05 0.8784809708595277 0.99998754262924205 0.13270235061645502 4.0456557144352709e-06 0.00042608799412840006 0.98755538463592529 42.000000000000007 0.68772163120567387 0.68438714235252573 0.31281565656565663 28.500000000000004 0.20112359550561798 0.82274865591397861 0.8238526179702651 29.500000000000004 0.99989646673202526 0.8185736677115989 0.8185736677115989 0.3781151175498963 23.500000000000004 0.98936170212765973 0.026551560498774003 0.58637267904509294 0.51530771633864425 23.500000000000004 1.0000000180025095e-35 0.31158186076218869 decision_type=2 2 2 2 2 2 2 2 2 8 2 2 2 10 2 2 2 10 2 2 2 2 8 2 2 2 2 10 2 2 left_child=2 3 6 5 18 9 -1 20 22 15 11 21 -13 -12 28 24 17 -17 -3 -9 -4 -7 23 -5 -2 26 -23 -28 -15 -27 right_child=1 4 7 8 -6 10 -8 19 -10 -11 13 12 -14 14 -16 16 -18 -19 -20 -21 -22 25 -24 -25 -26 29 27 -29 -30 -31 leaf_value=-0.0096985386234413069 -0.0013143742160605138 0.0064806844465652245 -0.0057111339770354163 0.0054819121223684585 0.010442452760745015 0.00074776581172992607 -0.0077249638707374089 -0.0031701879892096873 0.0046890416236958646 0.027121069287137641 -0.0040474203053316735 -0.0030270254933884044 0.021216928047023638 0.0031275299188282587 -0.0018442056374518537 0.032211978275445932 0.00061339834864485856 0.0033887480314979284 0.0084048996283821176 -0.00092026137097452412 -0.0031361533572507941 0.0016507320942863106 0.0026065274917127508 -0.0039157092096322853 -0.00025100499716795523 0.001915875205914153 0.0063875527864281989 -0.0022340204456356575 -0.00020799192920276831 0.0036652189190332046 leaf_weight=4588.8708935212344 1599.864229682833 746.04030333459377 1135.1838898891583 213.4984851591289 4572.7501099556684 1441.4675005860627 1752.4361291239038 1433.970710715279 1044.3141097538173 1.9207018166780461 105.72804234176874 5.7055184766650209 11.71921594440937 198.0741024762392 170.41773708164692 2.7754193320870391 676.69304169155657 3.4736828841269016 507.69875495135784 250.81493855826557 188.04178932029754 1012.9461130984128 1373.2794623374939 17.672154303640127 1625.6899267435074 722.44935745745897 16.378711171448231 142.61164114624262 97.259307622909546 312.70325464010239 leaf_count=469083 22382 10137 49764 1194 115548 8575 121367 35762 9884 10 570 37 53 1004 1015 42 6441 52 9783 6141 8386 5224 8560 116 13612 3530 78 723 524 1583 internal_value=0 0.00418949 -0.00747568 0.00118459 0.00975763 0.000394231 -0.00915314 -0.00393938 0.00361584 -0.000496758 0.00121645 0.00144508 0.0132785 -0.000250154 0.000611846 -0.00051033 0.000755929 0.01619 0.00725989 -0.00283524 -0.00534521 0.00138856 0.00291731 0.0047635 -0.000778433 0.00180707 0.0012442 -0.00134585 0.00202907 0.00244432 internal_weight=0 16623.1 9349.32 10796.6 5826.49 8147.88 6341.31 3008.01 2648.76 3910.42 4237.46 3665.98 17.4247 571.479 465.751 3908.5 682.942 6.2491 1253.74 1684.79 1323.23 3648.56 1604.45 231.171 3225.55 2207.09 1171.94 158.99 295.333 1035.15 internal_count=911180 220677 690503 85209 135468 65455 590450 100053 19754 42539 22916 19803 90 3113 2543 42529 6535 94 19920 41903 58150 19713 9870 1310 35994 11138 6025 801 1528 5113 is_linear=0 shrinkage=0.01 Tree=395 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 9 9 10 9 0 10 10 9 5 9 5 1 9 1 5 1 9 9 5 9 9 9 9 9 10 split_gain=8027.32 2763.35 554.934 203.858 100.49 71.9233 58.6765 49.7436 40.5159 36.6829 36.4018 33.4165 25.0577 24.5037 24.8311 24.2224 23.258 28.0782 23.8631 22.861 30.4697 23.6626 22.6017 20.9422 22.5392 19.268 18.6656 29.2672 18.4899 17.7719 threshold=0.0035319819580763002 0.99894970655441295 5.9116524425917312e-05 0.8784809708595277 0.99998754262924205 4.8650000000000011 5.285000000000001 4.0456557144352709e-06 9.0500000000000025 1.0000000180025095e-35 0.094556797295808764 0.00055606939713465011 3.2050000000000005 14.500000000000002 5.995000000000001 1.0000000180025095e-35 0.72245564892623726 5.7950000000000008 0.84248120300751894 142.50000000000003 0.34387500000000004 4.9050000000000011 6.0750000000000011 408.50000000000006 5.2550000000000008 5.2950000000000008 4.8650000000000011 3.9350000000000005 7.2000000000000011 0.98755538463592529 decision_type=2 2 2 2 2 10 8 2 8 2 2 2 10 2 10 2 2 10 2 2 2 10 10 2 10 10 10 10 10 2 left_child=2 3 7 5 12 10 11 -1 26 16 -2 -4 -3 -8 -15 28 23 18 -18 25 21 -21 -9 24 -7 -14 27 29 -11 -5 right_child=1 4 6 8 -6 9 13 22 -10 15 -12 -13 19 14 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0096929754227565584 -0.0014124150521945184 0.0088631946897859103 -0.0061683135245041414 0.0020682556391952516 0.010434977097503415 0.0013676643616756085 -0.003064213678289753 -0.0080553102574963727 0.0073431612807790952 -0.002438575866715044 0.0003649320951681675 -0.0035697710179936836 0.0042813940833758071 -0.0018278410081343322 0.0037698782279996885 0.0016202338263553253 -0.0026927673837509806 -0.0063957257270562387 0.004484754427401815 0.0023736915625463015 0.0044685019234597095 -0.023517488317805188 -0.0040003326760508573 -0.0043408032638053351 0.0033024019476390969 0.0078103608104124417 0.0039371847003573665 -0.00028963019989229312 0.0090146062883290946 0.0053982047207101367 leaf_weight=4545.8053694190457 2063.1314176023006 535.27519301883876 1026.1902981302701 421.43998920172453 4530.477596219629 1090.5877478756011 674.23870025016367 1589.0995655199513 258.90701828710735 411.87304631434381 2610.2615763917565 955.83302595000714 246.95025626197457 216.1600781022571 125.11190887261182 311.90253542363644 86.892318045720458 67.494340557605028 99.206364288926125 6.0542576611042014 35.569793596863747 8.4656846672296506 150.47202599933371 46.472807062789798 1344.4112720862031 414.25652252323925 1373.7851619943976 331.39130104333162 14.595016188919542 258.62680921703577 leaf_count=469083 19295 12835 46756 2898 115548 12065 14274 110456 4871 2875 14483 25880 2029 9046 4097 2339 974 398 747 43 220 44 10911 692 11512 4749 7589 1532 75 2864 internal_value=0 0.00416154 -0.00745417 0.00117337 0.00974315 0.000390334 -0.00391369 -0.00914265 0.00358596 0.00148021 -0.000419701 -0.00491516 0.00722883 -0.00195907 0.000224309 -0.000497664 0.00201417 -0.000870449 0.00113346 0.00599891 -0.000514617 -0.0127219 -0.00770456 0.00230896 0.00243587 0.00649235 0.00317814 0.00214718 -0.00204661 0.00333462 internal_weight=0 16568 9282.91 10791 5777.05 8146.83 2997.53 6285.38 2644.15 3473.44 4673.39 1982.02 1246.57 1015.51 341.272 738.371 2735.06 253.593 186.099 711.297 50.0897 14.5199 1739.57 2481.47 2435 661.207 2385.24 1011.46 426.468 680.067 internal_count=911180 220677 690503 85209 135468 65455 100053 590450 19754 31677 33778 72636 19920 27417 13143 5289 26388 2119 1721 7085 307 87 121367 24269 23577 6778 14883 7294 2950 5762 is_linear=0 shrinkage=0.01 Tree=396 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 9 9 10 10 10 9 9 5 9 9 5 2 9 9 2 3 9 10 9 5 2 2 9 5 3 split_gain=7913.4 2745.8 555.219 200.523 101.211 66.4306 58.1177 51.0259 50.0946 33.2227 32.0086 25.164 24.105 24.289 23.7864 22.5906 29.7595 22.8569 22.572 21.4943 41.2295 19.1695 18.4565 17.4072 17.5162 19.3159 17.4564 16.5089 16.5051 21.4639 threshold=0.0035319819580763002 0.99894970655441295 5.9116524425917312e-05 0.51461192965507518 0.99998754262924205 4.8650000000000011 5.285000000000001 0.97252115607261669 4.0456557144352709e-06 0.00055606939713465011 8.4800000000000022 3.2050000000000005 14.500000000000002 5.995000000000001 4.8650000000000011 142.50000000000003 0.6586800573888093 4.9050000000000011 6.0750000000000011 0.27320574162679429 27.500000000000004 5.2950000000000008 0.026551560498774003 5.4750000000000005 1.5000000000000002 0.89504283965728282 0.8577380952380953 8.2000000000000011 1.0000000180025095e-35 29.500000000000004 decision_type=2 2 2 2 2 10 8 2 2 2 8 10 2 10 8 2 2 10 10 2 10 10 2 10 2 2 2 10 2 10 left_child=2 3 8 5 11 22 9 14 -1 -4 27 -3 -8 -14 -5 21 -17 -18 -10 20 -7 -13 -2 24 25 26 28 -9 29 -21 right_child=1 4 6 7 -6 19 12 10 18 -11 -12 15 13 -15 -16 16 17 -19 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0096873869258644121 -0.0019192356758647197 0.0088448075054780289 -0.0061420211162086374 0.0010355629855270741 0.010427547363525315 -0.0056041854696579621 -0.0030407325021724056 0.0038663404098786343 -0.0080365309160717862 -0.0035453080960578037 0.0082553056569309342 0.0042507197942367294 -0.0018125459580164327 0.0037194422464251844 0.0028049213687054604 0.0044345817701524903 0.002353511077480293 -0.023051992755145034 -0.0039757211155762567 0.0050707157401725126 0.00085802229542120871 0.0077776273320633625 -0.00038965428466230595 0.0029477732062025913 -0.00017948714495879696 -0.0011137089921133031 0.013472451296817263 -0.0057185978530309815 0.0063645594652457435 -0.00043064325229507142 leaf_weight=4503.1571836024523 1151.0178206283599 531.04529864899814 1020.3068903139792 1368.4303669184446 4488.5784796364605 120.9233660697937 672.65881724376231 1293.5039318501949 1576.9457467081957 952.8192507699132 177.73270848020911 246.24852401390672 215.80607258202508 125.53819464053959 1708.3045205883682 35.483880549669266 6.0451545864343634 8.5498383641242963 149.892399340868 116.63902877084911 537.92434408701956 411.85207273624837 2507.2559445314109 754.42449334822595 604.32468590699136 127.47013532929122 16.318899324163795 18.222839187830687 103.33594279922545 180.93285646289587 leaf_count=469083 12662 12835 46756 7038 115548 946 14274 9135 110456 25880 3674 2029 9046 4097 9403 220 43 44 10911 1351 4149 4749 15597 6576 10141 924 192 207 1092 2122 internal_value=0 0.00413342 -0.00743261 0.0011621 0.00972909 -6.05331e-06 -0.00388814 0.00275348 -0.0091321 -0.00488807 0.0042728 0.00719922 -0.0019424 0.000221986 0.00201797 0.00596524 -0.000509343 -0.0125292 -0.00768405 0.00122874 -0.000328036 0.00645793 -0.000870913 0.00176759 0.000992702 0.00229321 0.00333408 0.00373318 0.0029214 0.00172572 internal_weight=0 16514.6 9217.12 10786.8 5727.8 6220.57 2987.13 4566.19 6230 1973.13 1489.46 1239.22 1014 341.344 3076.73 708.179 50.0789 14.595 1726.84 2562.29 658.848 658.101 3658.27 1903.45 1149.02 544.697 417.227 1311.73 400.908 297.572 internal_count=911180 220677 690503 85209 135468 55752 100053 29457 590450 72636 13016 19920 27417 13143 16441 7085 307 87 121367 27493 5095 6778 28259 22398 15822 5681 4757 9342 4565 3473 is_linear=0 shrinkage=0.01 Tree=397 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 3 1 1 3 1 3 4 1 10 4 10 3 1 1 4 1 0 1 4 0 4 split_gain=7801 2728.24 555.47 197.312 101.941 56.9411 50.4455 45.9643 19.376 14.422 13.7113 23.827 18.2582 14.9316 13.644 12.5355 10.5722 9.82269 9.72124 9.35981 8.98635 14.1853 8.30749 9.88899 8.0603 8.85215 8.13467 7.86192 6.68284 9.81978 threshold=0.0035319819580763002 0.99894970655441295 5.9116524425917312e-05 0.8784809708595277 0.99997490644454967 0.13270235061645502 4.0456557144352709e-06 0.00042608799412840006 0.98755538463592529 42.000000000000007 0.68772163120567387 0.68438714235252573 28.500000000000004 0.82683658170914553 28.500000000000004 3.5000000000000004 0.18142633228840127 0.026551560498774003 2.5000000000000004 0.3781151175498963 23.500000000000004 0.98936170212765973 0.81291666666666684 4.5000000000000009 0.39593646864686471 1.0000000180025095e-35 0.48846085567193326 2.5000000000000004 1.0000000180025095e-35 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 8 2 2 10 2 10 8 2 2 10 2 8 2 2 10 2 2 2 10 2 8 left_child=2 3 6 5 18 9 -1 -4 20 17 11 19 -12 -14 -13 -10 -9 24 -3 -7 21 -5 23 -17 25 -2 -26 -28 29 -15 right_child=1 4 7 8 -6 10 -8 16 15 -11 12 14 13 28 -16 22 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 27 -29 -30 -31 leaf_value=-0.0096817727006444972 0.00020823272192611886 0.0072900798414994384 -0.0052690016698600049 0.0053831082822389797 0.01036403848828904 0.00072679502732123232 -0.0076634590748097366 -0.0014811587648828665 0.0049070798603029807 0.026941245358632022 -0.004009435492641455 0.021854059313959801 -0.0015234619378227316 0.0036623914556599881 0.0041952472756558784 -0.0019378886189212812 -0.0032574361250927715 -6.1264209734597789e-06 0.0043070397216629008 0.0017625730755505158 0.0025323547482974502 -0.0039479447802428661 -0.0076892356850922173 0.0057680587327441791 -0.0036374627028404778 -0.0018408082796179737 -0.00091318437224068266 -0.0045318022275820614 -6.6336565993815031e-05 -0.00976789132205696 leaf_weight=4460.9223925084807 716.26053763926029 955.98649702221155 1305.1299257064238 212.54405949264765 4599.6622741296887 1442.6445797309279 1714.2269760519266 463.69849077332765 958.66928934492171 1.9158370979130257 105.6579814851284 8.7750438749790209 194.05142345651984 173.05597501993179 8.7266721948981267 32.615930583328009 1207.9949324317276 1974.2261310368776 123.34019561111927 2207.2881852127612 1368.8994744457304 17.644607607275248 10.211894463747738 34.027086673304439 173.58069571852684 298.78796862438321 678.41413511894643 65.869939686730504 92.934172846376896 5.6209976971149436 leaf_count=469083 10487 14912 58150 1194 118910 8575 121367 9555 9290 10 570 41 1150 866 49 207 32348 16174 1646 11138 8560 116 133 254 3231 2923 8300 1414 501 26 internal_value=0 0.00410545 -0.00741098 0.00115094 0.00971503 0.00038171 -0.00912149 -0.00386268 0.00352987 -0.000488804 0.00118451 0.00140899 -0.000256477 0.000595063 0.0130491 0.00459556 -0.00276473 -0.000502254 0.00694919 0.00135318 0.00283976 0.00466786 0.000709682 0.00199667 -0.00100899 -0.00039492 -0.00168807 -0.00123344 0.00210863 0.00323989 internal_weight=0 16461.4 9151.97 10782.4 5678.99 8147.81 6175.15 2976.82 2634.61 3909.06 4238.76 3667.43 571.321 465.663 17.5017 1035.52 1671.69 3907.14 1079.33 3649.93 1599.09 230.189 76.8549 66.643 1932.91 1015.05 917.865 744.284 271.611 178.677 internal_count=911180 220677 690503 85209 135468 65455 590450 100053 19754 42539 22916 19803 3113 2543 90 9884 41903 42529 16558 19713 9870 1310 594 461 26355 13410 12945 9714 1393 892 is_linear=0 shrinkage=0.01 Tree=398 num_leaves=31 num_cat=0 split_feature=9 9 5 9 9 9 4 4 0 1 5 9 4 5 4 1 4 4 5 3 9 9 9 9 1 4 1 9 9 5 split_gain=1101.31 164.609 174.772 109.064 77.9692 67.5292 107.912 52.1259 50.4627 47.0805 40.4999 40.3952 43.4834 39.6533 34.5118 33.8967 30.7615 27.9657 27.5 29.4363 28.9988 27.103 36.9237 26.7799 25.8021 25.3509 24.5715 37.8635 24.0861 23.5999 threshold=2.7350000000000008 4.3750000000000009 53.500000000000007 5.4850000000000012 1.3750000000000002 5.8550000000000013 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 0.98936170212765973 152.50000000000003 9.1600000000000019 3.5000000000000004 1.5000000000000002 2.5000000000000004 0.26344707923655292 2.5000000000000004 11.500000000000002 31.500000000000004 29.500000000000004 1.0000000180025095e-35 4.7650000000000006 4.8950000000000005 4.8950000000000005 0.11055555555555556 3.5000000000000004 0.7003401360544218 5.2350000000000012 4.8750000000000009 98.500000000000014 decision_type=10 10 2 10 10 10 10 10 2 2 2 10 10 2 10 2 8 10 2 10 8 10 10 10 2 10 2 10 10 2 left_child=4 14 3 7 8 -4 10 21 9 16 -7 -5 -13 17 -2 29 18 25 20 -20 -1 -3 28 -19 -14 26 -9 -28 -23 -16 right_child=1 2 5 11 -6 6 -8 13 -10 -11 -12 12 24 -15 15 -17 -18 23 19 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.00074413957688697287 0.00027329650082456061 -0.0031354339834323082 -0.0053229457215908105 0.00041662447138441765 0.0021925092262828679 0.003244399537538788 -0.0077812904564376704 -0.0024297798329187877 0.0059299744326429243 0.00039884309483071811 -0.0023894338094894358 -0.0064482568401710216 0.014718343932806296 -0.0049977754389782447 0.00030473523169267973 -0.0054036246125866907 -0.0018421113956942387 -0.0072206612910198885 0.0059187711885841862 -0.00028218227641281269 0.0054209737263861413 -0.0003027910129911482 -0.0014835514131256832 0.014967315857641309 -0.00019644120004337282 -0.0056526057375237164 -0.0021304302068237881 0.0080583516126696841 0.0041325259861997345 0.019409174785233657 leaf_weight=145.76092652417719 6104.6188514437526 782.92019013175741 1734.3211601921357 3340.3745383825153 2380.200808561407 288.76565232779831 207.48270210064948 879.35727881267667 1497.6373603567481 387.28082007542253 228.6204690085724 179.43095838511363 13.728480428457258 856.34885729849339 95.774997522588819 212.22914335969836 80.817386891692877 7.8541097426787045 117.02397626824677 221.36327798850834 1466.0603046286851 321.68206542637199 3292.9532296168618 17.695285500958562 74.778707685880363 203.11199442995712 91.722188133746386 60.551961435005069 197.67887170100585 6.9342374010011545 leaf_count=2416 130452 28740 157736 115051 41396 12426 28490 37268 39037 6277 13951 20991 130 62564 2556 9088 1277 168 1824 3872 35486 10179 127407 168 4437 8786 3145 1168 4449 245 internal_value=0 -0.00119968 -0.00185596 -0.0012851 0.00361988 -0.00425164 -0.00168842 -0.00203884 0.00448746 0.00359413 0.000754944 0.000116962 -0.00361892 -0.00333732 0.000106758 -0.00312135 0.00420341 -0.00220907 0.00445394 0.00186228 0.00499804 -0.00144074 -0.00109271 0.00814654 0.00211701 -0.00242335 -0.00178756 0.00192115 0.00138538 0.00159454 internal_weight=0 19198.9 12779.4 10320.2 6296.14 2459.19 724.869 6711.88 3915.94 2418.31 517.386 3608.31 267.938 2116.64 6419.56 314.938 2031.03 1260.29 1950.21 338.387 1611.82 4595.23 3812.31 25.5494 88.5072 1234.74 1031.63 152.274 519.361 102.709 internal_count=911180 779595 637254 424651 131585 212603 54867 284042 90189 51152 26377 140609 25558 113267 142341 11889 44875 50703 43598 5696 37902 170775 142035 336 4567 50367 41581 4313 14628 2801 is_linear=0 shrinkage=0.01 Tree=399 num_leaves=31 num_cat=0 split_feature=9 9 5 9 9 2 0 9 2 5 2 2 2 5 5 2 2 2 9 2 9 5 3 9 2 9 9 2 5 5 split_gain=1081.01 161.689 172.402 107.095 76.9853 67.6973 49.9171 39.7236 35.3141 35.125 41.0217 35.5551 31.2356 30.9511 45.518 27.2485 28.5559 51.9543 26.3421 51.6289 37.8043 36.9483 25.9372 24.9136 24.2287 20.7906 20.5546 29.3945 26.335 24.8546 threshold=2.7350000000000008 4.3750000000000009 53.500000000000007 5.4850000000000012 1.3750000000000002 0.97385509227614497 1.0000000180025095e-35 9.1600000000000019 0.99938118811881205 4.5000000000000009 0.16749174917491746 0.7696153846153847 0.78956442831215978 17.500000000000004 3.5000000000000004 1.0000000180025095e-35 0.68703358208955234 0.85379556042751448 5.8550000000000013 0.62871870397643603 5.8750000000000009 107.50000000000001 19.500000000000004 4.745000000000001 0.79225774225774237 1.0000000180025095e-35 7.5550000000000006 0.59943502824858774 164.50000000000003 89.500000000000014 decision_type=10 10 2 10 10 2 2 10 2 2 2 2 2 2 2 2 2 2 10 2 10 2 8 10 2 8 10 2 2 2 left_child=4 -2 3 9 6 18 15 -5 -7 -3 23 -12 -13 14 -9 22 25 -18 -4 26 21 24 -1 -11 -21 -17 27 28 -20 -28 right_child=1 2 5 7 -6 8 -8 13 -10 10 11 12 -14 -15 -16 16 17 -19 19 20 -22 -23 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=-0.0023890908286902345 0.00010569159679502944 -0.0015702458733002213 -0.0053129481637710484 0.00041242197679218099 0.002171500512501106 0.0048156391488194976 0.0058908574712630826 -0.0051725480443110391 -0.0054166519167311664 -0.0057119606639585109 -0.0045784943087405425 0.0036693242875861817 -0.0026843326173271961 -0.0082607906636399438 0.0053252139192653839 0.0015193745370425025 -0.00063947738515249763 0.0057133159723934332 0.00045915085178465319 -0.010251628048010284 -0.0064898037149631847 -0.007319729807172509 0.0027946275815524868 0.0029885294929021052 0.055454374220758385 0.0053553370278037376 -0.0032543791195521849 0.0067677365838235597 -0.0069485837516871478 0.0080671404908673541 leaf_weight=126.00313820131123 6419.2168095693924 4829.9290550150909 1685.6607341319323 3340.6667691851035 2379.2014245716855 119.60491259861737 1492.5319912489504 106.74200531095266 46.976326555013657 41.799854894168675 1221.9209845256992 98.863742827437818 355.98734244937077 92.802997029386461 67.37424729950726 160.28355150669813 293.30651164054871 229.43258311785758 97.850186605937779 0.71578988945111577 279.28529930859804 2.966295022983104 412.59348012693226 154.77605693787336 2.5985853262245655 1192.4739255812019 29.768491318449378 35.189619683194906 94.185046165715903 55.623497955035418 leaf_count=1771 142341 164918 155831 115051 41396 2914 39037 10093 2245 2152 89837 3927 19326 12425 3040 2710 4922 5199 5590 81 30737 264 8896 3882 38 27654 2863 1766 8989 1285 internal_value=0 -0.00118885 -0.00184004 -0.00127341 0.0035896 -0.00422428 0.00445325 0.000115809 0.00193011 -0.00202107 -0.00318339 -0.00369006 -0.00130334 -0.00359649 -0.00111044 0.00356444 0.00413378 0.00214879 -0.00467318 -0.00287033 -0.00594418 0.0183185 0.00158191 0.00113846 0.0412642 0.00490083 -6.24598e-05 -0.00163437 -0.00317403 0.00412035 internal_weight=0 19180.5 12761.3 10310.9 6285.83 2450.42 3906.63 3607.59 166.581 6703.28 1873.35 1676.77 454.851 266.919 174.116 2414.09 1875.5 522.739 2283.84 598.183 285.566 6.28067 538.597 196.576 3.31438 1352.76 312.617 227.225 192.035 85.392 internal_count=911180 779595 637254 424651 131585 212603 90189 140609 5159 284042 119124 113090 23253 25558 13133 51152 40485 10121 207444 51613 31120 383 10667 6034 119 30364 20493 16345 14579 4148 is_linear=0 shrinkage=0.01 Tree=400 num_leaves=31 num_cat=0 split_feature=4 0 1 1 1 4 4 3 1 1 1 1 4 3 1 3 1 1 1 4 1 1 4 3 3 1 1 1 1 7 split_gain=182.051 70.7605 121.788 62.8562 57.1044 53.8665 45.4584 36.4784 36.4573 32.6005 30.6027 29.0695 28.4168 27.4331 22.8978 33.6902 24.5653 26.4646 21.5683 33.6862 21.7484 20.6309 19.7079 19.0556 17.6032 17.5728 17.261 14.9249 18.0299 13.107 threshold=2.5000000000000004 1.0000000180025095e-35 0.028778467908902653 0.49184758529020828 0.74891304347826104 5.5000000000000009 12.500000000000002 29.500000000000004 0.5265987549518959 0.68772163120567387 0.58847248576850109 0.26344707923655292 3.5000000000000004 20.500000000000004 0.074188739823414715 27.500000000000004 0.68438714235252573 0.52193151212004629 0.49184758529020828 1.5000000000000002 0.091372912801484213 0.49844720496894418 1.5000000000000002 20.500000000000004 20.500000000000004 0.82683658170914553 0.12560679611650488 0.76024883359253514 0.98936170212765973 1.0000000180025095e-35 decision_type=10 2 2 2 2 10 10 8 2 2 2 2 10 8 2 8 2 2 2 10 2 2 10 8 10 2 2 2 2 2 left_child=1 2 23 13 9 11 -7 -6 -5 14 -10 -2 -13 29 -4 16 17 18 20 -20 -16 26 27 -1 -22 -24 -17 -9 -29 -3 right_child=5 3 4 8 7 6 -8 22 10 -11 -12 12 -14 -15 15 21 -18 -19 19 -21 24 -23 25 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.00014485537073476263 -0.0016996737569875428 -0.0023322497207668076 -0.0028123634505494168 0.0033151099887679543 -0.00062159038108923904 0.0015525570877124675 -0.007854065222090997 0.0041808317832762983 -0.0039226039556012398 -0.0036218087224276219 0.0015161970628161528 -0.0025499115098270735 -0.0054655937694245184 0.00063699233437918825 0.0061867009073757482 0.0010526853720490153 0.014455021885389852 -0.0014201964443633518 -0.00020904297419395421 0.0060978788394741214 -0.00066928768455985267 -0.00014409469174126298 -0.0023895069669470285 0.0024537006013450667 0.0014544482880438547 0.0037392644155404726 -0.0013136075793997554 -0.00075386194557862222 0.0026820089038583545 0.010216532668964941 leaf_weight=329.83726291870698 848.96423785667866 412.16757617425174 446.19667708920315 1579.8930271919817 812.27223896747455 447.84475437784567 58.031459855847061 384.66182040981948 115.44770519528538 366.18875201558694 995.93805016437545 643.26518806815147 695.87098555965349 3211.0615401971154 64.754743039608002 327.87490775808692 12.544432030990718 596.4180705123581 153.7241680957377 188.5717665925622 878.83261424070224 3031.5684328409843 163.8245815448463 1953.9483965430409 702.09760258113965 65.484224228654057 5155.0903066797182 207.28591921320185 580.27577420324087 8.494927251711486 leaf_count=9744 45650 16445 28598 34280 19548 11361 9239 10550 6462 17204 25994 42937 50246 71233 3162 13243 257 28556 5554 6559 47836 108146 4691 33596 25411 1511 215810 7616 9323 418 internal_value=0 0.00028183 -6.42796e-05 0.00118071 -0.000410407 -0.00246738 0.000473479 0.00106457 0.00233893 -0.000684253 0.000951229 -0.00314729 -0.00406502 0.000322418 -0.000591181 -0.000501986 0.00049506 0.0004273 0.000981571 0.00326546 0.000506531 -0.000806086 0.0020418 0.0020784 0.000273872 -0.0006393 -0.00117211 0.00256627 0.00177769 -0.00207884 internal_weight=0 22744.5 16421.5 6323 14137.7 2693.98 505.876 2213.8 2691.28 11923.9 1111.39 2188.1 1339.14 3631.72 11557.7 11111.5 2596.94 2584.4 1987.98 342.296 1645.68 8514.53 1401.53 2283.79 1580.93 229.309 5482.97 1172.22 787.562 420.663 internal_count=911180 751747 596915 154832 553575 159433 20600 53239 66736 500336 32456 138833 93183 88096 483132 454534 117335 117078 88522 12113 76409 337199 33691 43340 73247 6202 229053 27489 16939 16863 is_linear=0 shrinkage=0.01 Tree=401 num_leaves=31 num_cat=0 split_feature=9 9 5 9 9 9 4 4 0 1 5 9 4 5 4 1 4 5 9 3 4 9 9 9 1 4 1 9 9 9 split_gain=1057.57 157.868 169.369 105.676 75.9452 66.0544 105.538 50.6963 49.084 46.0183 39.2241 38.9098 42.8754 38.9004 33.3133 33.1737 30.0652 27.9243 29.079 28.0489 27.4194 26.5814 36.2158 26.327 25.4214 24.784 24.1893 37.1167 23.5587 23.2076 threshold=2.7350000000000008 4.3750000000000009 53.500000000000007 5.4850000000000012 1.3750000000000002 5.8550000000000013 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 0.98936170212765973 152.50000000000003 9.1600000000000019 3.5000000000000004 1.5000000000000002 2.5000000000000004 0.26344707923655292 3.5000000000000004 31.500000000000004 1.0000000180025095e-35 29.500000000000004 11.500000000000002 4.7650000000000006 4.8950000000000005 4.8950000000000005 0.11055555555555556 3.5000000000000004 0.7003401360544218 5.2350000000000012 4.8750000000000009 4.5150000000000006 decision_type=10 10 2 10 10 10 10 10 2 2 2 10 10 2 10 2 8 2 8 10 10 10 10 10 2 10 2 10 10 10 left_child=4 14 3 7 8 -4 10 21 9 16 -7 -5 -13 20 -2 -16 17 18 -1 -19 25 29 28 -22 -14 26 -9 -28 -23 -3 right_child=1 2 5 11 -6 6 -8 13 -10 -11 -12 12 24 -15 15 -17 -18 19 -20 -21 23 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.00064526430272328589 0.00026595554222763238 -0.00088665425166647679 -0.0052563944417492285 0.00041379647279870114 0.0021461470660935449 0.0032048944154740439 -0.0077290702928063896 -0.0023916864015998181 0.0058432777517917365 0.00037294487113065269 -0.0023468136054270671 -0.0063967352407321423 0.014681210597101811 -0.0049392074491497254 0.001584497378276142 -0.005344277548422564 -0.003177261048561393 0.0056744103614860906 0.0053107652451380031 -0.00032807213821127489 -0.0071765856931617009 -0.00028518828694368628 -0.0014559927696976254 0.014876858638565233 -0.00016243942116035156 -0.0055859276490148055 -0.0020897071521004209 0.0080039196002884457 0.0041016767462785436 -0.0044409150939940713 leaf_weight=146.88197546452284 6104.0736628975719 295.79726137639955 1717.9590885252692 3339.0912972353399 2377.4880253588781 288.80692593799904 204.53362905373797 877.32507424848154 1486.320687238127 386.94523515366018 227.51786859426647 177.35042073763907 13.652910336852072 850.1008796072565 102.74932069983333 211.00448970589787 54.677549868822098 119.11752634122968 1476.5635578017682 224.70504777505994 7.811333071440461 321.26628756662831 3286.6868509338237 17.631431345827878 74.469401510898024 201.83283600350842 91.505545000545681 60.530530734919012 197.78112144256011 484.8069838671945 leaf_count=2434 130452 8936 157736 115051 41396 12426 28490 37268 39037 6277 13951 20991 130 62564 2801 9088 915 1855 35748 3923 168 10179 127407 168 4437 8786 3145 1168 4449 19804 internal_value=0 -0.00117631 -0.00182075 -0.00125956 0.00355456 -0.00419034 -0.0016497 -0.00200298 0.0044142 0.00353243 0.000758541 0.000120843 -0.0035639 -0.00328709 0.000102613 -0.00307522 0.00413707 0.00434037 0.00488865 0.00175149 -0.00216945 -0.00141312 -0.00106833 0.0081061 0.00213731 -0.00238179 -0.00175354 0.0019289 0.00138641 -0.00309409 internal_weight=0 19154.3 12736.5 10297.6 6272.7 2438.82 720.858 6693.08 3895.21 2408.89 516.325 3604.56 265.473 2106.74 6417.83 313.754 2021.95 1967.27 1623.45 343.823 1256.64 4586.34 3805.73 25.4428 88.1223 1231.19 1029.36 152.036 519.047 780.604 internal_count=911180 779595 637254 424651 131585 212603 54867 284042 90189 51152 26377 140609 25558 113267 142341 11889 44875 43960 38182 5778 50703 170775 142035 336 4567 50367 41581 4313 14628 28740 is_linear=0 shrinkage=0.01 Tree=402 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 5 0 4 5 4 1 1 5 1 4 5 10 1 1 1 5 1 1 5 5 5 split_gain=7640.44 2691.56 553.114 194.227 102.885 50.7515 46.2154 45.4009 28.4873 14.1254 20.1859 19.8285 22.9064 14.3555 14.6937 13.8192 25.2035 12.2172 12.1974 19.9213 11.4277 10.6417 12.3996 10.2725 10.1928 27.2016 10.1322 10.8402 25.5309 8.85682 threshold=0.0035319819580763002 0.99894970655441295 5.9116524425917312e-05 0.78322452306747448 0.99998754262924205 4.0456557144352709e-06 0.068259380757808671 0.00042608799412840006 0.98755538463592529 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 10.500000000000002 4.5000000000000009 0.72245564892623726 0.38307814674885665 1.5000000000000002 0.5100040016006403 3.5000000000000004 29.500000000000004 0.99989646673202526 0.98936170212765973 0.60072463768115958 0.18142633228840127 309.50000000000006 0.34556677890011228 0.15434243176178658 283.50000000000006 137.50000000000003 497.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 10 2 10 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 5 6 20 -1 15 -4 17 10 -8 -11 21 14 26 16 -2 29 -10 -20 -3 22 -13 -9 -22 -26 27 28 -14 -5 right_child=1 4 7 8 -6 -7 9 23 18 11 -12 12 13 -15 -16 -17 -18 -19 19 -21 24 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0096734842755365966 -0.0012595978083444503 0.0063327544592416164 -0.0052405741815672972 0.0030835513001944165 0.010412165402566847 -0.0076369885344270355 0.0010376874266637178 -0.0014802785865024545 0.0048720843210286677 0.0018773375044309883 -0.0011149922733413593 -0.0014465467542964816 0.0031006962040617536 -0.0055961158582462046 0.011719270083329996 -0.0013989235559164767 0.0012838318643784495 0.0013682859622186616 0.0035250469211535775 -0.0085517930527789394 0.0085542509962530135 0.0067112278654774694 -0.0067865654467303554 -0.0032329009003268772 -0.023743349354349394 0.0080150917141365192 0.00095906125283502439 -0.0069748012637344172 0.020101941144363981 -0.0054696181240158339 leaf_weight=4389.9877046537586 814.96279641240835 728.08684599585831 1297.3177222511731 1572.526193767786 4375.7306564450264 1696.6713072867133 1172.6907115727663 463.18076767213643 953.72382067888975 1972.4129607640207 693.0323266685009 275.40174855291843 34.330383684486151 24.229323428124189 16.037318877875805 1452.1396825443953 746.45393102988601 626.63704515621066 58.985539318993688 17.774691961705685 477.79917635209858 13.684916011989115 51.635865923017263 1203.0375250549987 3.6110151447355738 10.654641170054672 226.0333622507751 5.8486685231328002 11.892860155552624 12.200564846396444 leaf_count=469083 7593 10137 58150 9305 115548 121367 6357 9555 9290 11253 3517 1773 230 154 127 18251 10293 3723 449 145 9647 73 382 32348 30 106 2106 51 77 60 internal_value=0 0.00407162 -0.00738079 0.00114451 0.00969615 -0.00910581 0.00026153 -0.00383786 0.00319022 0.000903653 0.000238064 0.00137555 -0.000126096 0.00180248 0.00241193 -0.00069673 -4.36809e-05 0.0025503 0.00456343 0.000728519 0.00712835 -0.00192816 -0.00228968 -0.0027457 0.00830556 -2.38102e-05 0.0018752 0.00585199 0.00747498 0.0030177 internal_weight=0 16348.5 9050.2 10752.6 5595.88 6086.66 7510.79 2963.54 3241.85 4497.23 1865.72 2631.51 659.094 318.372 294.143 3013.56 1561.42 2211.36 1030.48 76.7602 1220.15 340.723 327.038 1666.22 492.065 14.2657 278.105 52.0719 46.2232 1584.73 internal_count=911180 220677 690503 85209 135468 590450 62237 100053 22972 26100 9874 16226 4973 2745 2591 36137 17886 13088 9884 594 19920 2228 2155 41903 9783 136 2464 358 307 9365 is_linear=0 shrinkage=0.01 Tree=403 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 0 3 1 10 1 1 1 1 3 1 0 10 0 1 1 3 3 3 3 1 10 split_gain=7531.66 2673.88 553.298 190.841 103.698 51.1006 48.627 45.0117 27.8677 17.0422 14.3845 11.9222 11.457 11.2725 10.1324 10.1179 11.6229 10.7581 12.6171 11.1187 10.6527 10.0945 10.0188 25.1048 9.23393 8.69089 9.05538 7.48887 7.47048 6.52827 threshold=0.0035319819580763002 0.99894970655441295 5.9116524425917312e-05 0.51461192965507518 0.99998754262924205 4.0456557144352709e-06 0.97252115607261669 0.00042608799412840006 0.049213243648409809 1.0000000180025095e-35 42.000000000000007 0.13712060166532367 0.99989646673202526 0.38307814674885665 0.18142633228840127 0.51363749070171105 0.82683658170914553 23.500000000000004 0.31158186076218869 1.0000000180025095e-35 0.78322452306747448 1.0000000180025095e-35 0.49844720496894418 0.41476388168137007 28.500000000000004 17.500000000000004 12.500000000000002 26.500000000000004 0.80810147299509005 8.8294510192099562e-07 decision_type=2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 8 2 2 2 2 2 2 10 10 10 10 2 2 left_child=2 3 5 8 12 29 15 -4 10 11 13 -10 -3 21 -9 17 25 18 20 -20 -5 -2 23 -19 -18 26 -17 -11 -27 -1 right_child=1 4 7 6 -6 -7 -8 14 9 27 -12 -13 -14 -15 -16 16 24 22 19 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=-0.0098924171882103853 0.00039748569271187613 0.0062994625782692914 -0.0052133563939759245 -0.00038441389995556402 0.010404859931225332 -0.0076162291035936263 0.0041825180199882833 -0.0014672948228463833 0.0021735074351226318 -0.0031422963040635709 0.028231073755991515 0.00060499480263553592 0.00828083674967456 -0.0014840070363178485 -0.0032093624224342498 0.0017048402702966173 -0.0010519086525714115 0.0021801135102413149 0.0081059809305602352 -0.0020734817800433254 0.0046338583696967509 -0.0014681484976369937 0.0037454615197286228 -0.0018392709862941146 0.0038145938328410047 3.9296858796032495e-05 0.011926195816211052 -0.0002492883104640102 -0.012843766823043046 -0.008999511849552274 leaf_weight=3254.8042753194459 945.97554832883179 724.63271830417216 1291.0811953474768 73.220605202019215 4335.2178986147046 1684.3448106055148 1475.7775311470032 462.60944475512952 648.39519865438342 99.29727291315794 1.7072019055485714 1918.2974403426051 488.61753775551915 1268.6681028567255 1199.7588910935447 30.275093995034695 48.544301681220531 1480.5412855893373 91.983272656798363 12.147120479494331 100.17233894020319 418.25506385415792 299.6641446724534 173.61815836653113 198.10197284817696 541.66520197317004 12.144150428473948 904.86082359403372 4.5387258157134047 1094.0507881273516 leaf_count=365205 12558 10137 58150 336 115548 121367 13016 9555 3389 542 9 14177 9783 16599 32348 143 262 7769 486 66 546 3734 1866 840 1192 2857 55 4744 23 103878 internal_value=0 0.00404397 -0.00735895 0.00113357 0.00968164 -0.00909503 0.00269104 -0.00381253 -6.49524e-06 0.000569125 -0.00078667 0.00100123 0.00709743 -0.000805485 -0.00272457 0.00197329 0.00103446 0.00232472 0.00416709 0.00691852 0.00251474 -0.000174493 0.00206303 0.00175824 0.00285678 0.000270868 0.0046311 -0.000535367 -6.7756e-05 -0.00966779 internal_weight=0 16296.3 8986.65 10747.9 5548.47 6033.2 4542.39 2953.45 6205.46 3570.85 2634.61 2566.69 1213.25 2632.9 1662.37 3066.62 835.269 2231.35 277.523 104.13 173.393 1364.23 1953.82 1654.16 246.646 588.623 42.4192 1004.16 546.204 4348.86 internal_count=911180 220677 690503 85209 135468 590450 29457 100053 55752 22852 32900 17566 19920 32891 41903 16441 4532 11909 1434 552 882 16292 10475 8609 1454 3078 198 5286 2880 469083 is_linear=0 shrinkage=0.01 Tree=404 num_leaves=31 num_cat=0 split_feature=9 9 9 9 9 2 0 4 0 4 3 4 9 9 2 2 4 2 2 3 9 2 2 2 4 2 9 9 9 2 split_gain=1007.69 148.025 118.565 74.4461 67.5404 53.8334 96.9731 49.1823 47.9171 32.0285 30.383 28.8796 30.0321 27.0274 27.4696 26.4517 28.3487 29.2825 51.7231 24.5823 22.9113 21.2215 35.6846 28.3151 20.9322 37.6596 25.1228 20.6077 43.7219 22.8222 threshold=2.7350000000000008 4.3750000000000009 5.5050000000000008 1.3750000000000002 9.1600000000000019 0.16749174917491746 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 24.500000000000004 11.500000000000002 4.8950000000000005 6.285000000000001 0.99938118811881205 1.0000000180025095e-35 2.5000000000000004 0.68703358208955234 0.8185736677115989 19.500000000000004 8.7300000000000022 0.79516317016317017 0.94146202170188464 0.95867486338797814 5.5000000000000009 0.61374887488748886 9.7700000000000014 5.3350000000000009 5.3650000000000011 0.99938118811881205 decision_type=10 10 10 10 8 2 2 10 2 10 10 10 10 10 2 2 8 2 2 8 10 2 2 2 10 2 10 10 8 2 left_child=3 9 5 8 13 6 10 -7 15 -2 -3 -8 -13 -4 -15 19 17 -17 -19 -1 -16 24 -23 -24 -6 26 -26 -9 -29 -30 right_child=1 2 4 -5 21 7 11 27 -10 -11 -12 12 -14 14 20 16 -18 18 -20 -21 -22 22 23 -25 25 -27 -28 28 29 -31 leaf_value=-0.0023741581785410764 0.00025151735605099195 -0.0040734401720732413 -0.00084811267132743899 0.0020919155922532969 -0.0087582323308322014 -0.0022590278196204052 -0.0032732045086052244 -0.0045122283715188713 0.0057745741083574109 -0.0030414425774647185 0.0027460765478394774 -0.0074143996636097291 0.014735653268689893 0.0011588606908870462 -0.004174466490154881 0.0050990692968323004 -0.0018606816807104117 -0.0009509392522453555 0.0055377498141900476 0.0027000280220552332 0.0096141670944856362 0.0036480774175152754 -0.009113685203416386 0.0087045139491553104 -0.0032229546529605507 -0.00827319004502447 0.014350296948832632 0.0029336365577364827 -0.0050776803183525251 0.0045778634629237147 leaf_weight=124.75457393936813 6054.3320801239461 73.225898835808039 2246.923893195577 2351.8156559625641 145.67562383925542 4210.7085760184564 897.52648670645431 1903.9014910086989 1463.5898184422404 310.51698333211243 606.00660010846332 9.2904871879145521 17.943658626172692 1702.3896540389396 153.71842078492045 1277.1493180431426 77.964818356558681 250.83918722718954 240.7622822355479 406.80339141003788 13.075605694204567 67.740945572964847 60.656598139088601 10.455792154185472 15.741906013339756 44.776642661076039 16.835286651272327 123.49311890546232 261.92743381019682 27.003308141604066 leaf_count=1771 130452 2097 104172 41396 21110 211628 25930 135250 39037 11889 12361 223 184 63476 8319 29532 1242 4218 5493 8896 217 3251 9599 338 147 8622 171 6643 23165 351 internal_value=0 -0.00115232 -0.00177986 0.00349317 -0.000473184 -0.00249949 -0.000858109 -0.00290285 0.00435095 9.08663e-05 0.00201089 -0.00296537 0.00717952 -0.000109033 0.000779405 0.00347485 0.00404066 0.00430079 0.0022269 0.00150914 -0.00309352 -0.00461508 -0.00154601 -0.00649384 -0.00652582 -0.00232167 0.00585857 -0.00407323 -0.00204664 -0.00417528 internal_weight=0 18973.9 12609 6193.68 4477.99 8131.03 1603.99 6527.03 3841.86 6364.85 679.232 924.761 27.2341 4116.11 1869.18 2378.27 1846.72 1768.75 491.601 531.558 166.794 361.883 138.853 71.1124 223.029 77.3538 32.5772 2316.33 412.424 288.931 internal_count=911180 779595 637254 131585 219422 417832 40795 377037 90189 142341 14458 26337 407 176184 72012 51152 40485 39243 9711 10667 8536 43238 13188 9937 30050 8940 318 165409 30159 23516 is_linear=0 shrinkage=0.01 Tree=405 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 9 9 10 9 10 10 2 3 4 9 9 1 2 9 9 1 9 9 10 9 3 9 1 9 9 split_gain=7412.17 2650.46 552.69 187.736 104.523 75.7453 56.4743 51.4324 38.29 33.8726 32.5403 26.0109 39.4562 29.5374 25.3463 23.4866 26.8639 35.0139 26.2649 23.1296 19.7615 19.0455 27.4199 17.1892 15.7608 15.7118 15.627 16.5849 16.5237 15.4768 threshold=0.0035319819580763002 0.99894970655441295 5.9116524425917312e-05 0.8784809708595277 0.99998754262924205 4.8650000000000011 5.285000000000001 4.0456557144352709e-06 9.0500000000000025 0.2688089013099671 0.00055606939713465011 0.27320574162679429 27.500000000000004 1.5000000000000002 3.2050000000000005 5.2550000000000008 0.68208556149732635 0.31281565656565663 4.8950000000000005 6.0750000000000011 0.53717523493642905 4.8650000000000011 3.9350000000000005 0.98755538463592529 5.2950000000000008 29.500000000000004 5.3250000000000011 0.66522988505747138 5.4750000000000005 4.9050000000000011 decision_type=2 2 2 2 2 10 8 2 8 2 2 2 10 10 10 10 2 2 10 10 2 10 10 2 10 8 10 2 10 10 left_child=2 3 7 5 14 9 10 -1 21 25 -4 12 -7 15 -3 16 18 -18 -13 -9 -11 22 23 -5 -16 -2 27 -17 -28 -23 right_child=1 4 6 8 -6 11 -8 19 -10 20 -12 13 -14 -15 24 26 17 -19 -20 -21 -22 29 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.0096613419311631331 -0.0021120376734147651 0.0087562200225700399 -0.0060429135390993758 0.0019293303103514717 0.010397407524535654 -0.0043716244537822281 -0.0018633424931015009 -0.0079573514079711409 0.0071814843986743307 0.0013212357590620921 -0.0034504634288090607 0.0066349990177369178 0.001027438955873312 0.00050410187214466743 0.0039044260679562408 0.0061972776627745663 0.0015223110228231424 0.022530425269624267 0.00056326373676390926 -0.0037847082044654545 -0.0010962186518768363 0.0084642802041170161 -0.00034305599851142907 0.0052321064417195345 0.0070045800624464437 -0.00057721261037329977 0.0004033905614250429 0.019908396294757217 0.0041092319052619406 0.0035859807051630767 leaf_weight=4300.549464891199 1018.5583591815084 510.36516566947103 997.87430056417361 417.29662809893489 4286.5825160052627 165.97287003137171 1004.3635848229751 1525.3668992258608 249.45490738376975 1241.8347720392048 940.51316582318395 79.282745348289609 733.76879527419806 865.42694210074842 265.22442771866918 104.68129461072385 18.63921401463449 13.812750477343796 702.67524420469999 145.51865179324523 464.67398967593908 68.470564804971218 330.44649644196033 253.18719992786646 429.62677446193993 1932.2529502343386 149.27599431201816 9.6338940560817701 620.24447889439762 1295.966144643724 leaf_count=469083 8933 12835 46756 2898 115548 1152 27417 110456 4871 6660 25880 676 5016 10435 2179 1032 226 77 7185 10911 2549 329 1532 2864 4906 15636 1498 83 4297 7260 internal_value=0 0.00401533 -0.00733488 0.00112477 0.00966589 0.000374388 -0.00378787 -0.00908286 0.00345521 -0.000458457 -0.00478505 0.00149433 3.14886e-05 0.00200773 0.0070641 0.00277398 0.00154887 0.0104641 0.00117888 -0.00759395 0.000662975 0.00306223 0.00201457 0.00317652 0.00582125 -0.001107 0.00390285 0.00735278 0.00339035 0.00383078 internal_weight=0 16227.4 8914.19 10735.6 5491.8 8120.73 2942.75 5971.44 2614.82 4657.32 1938.39 3463.41 899.742 2563.67 1205.22 1698.25 814.41 32.452 781.958 1670.89 1706.51 2365.37 1000.93 670.484 694.851 2950.81 883.836 114.315 769.52 1364.44 internal_count=911180 220677 690503 85209 135468 65455 100053 590450 19754 33778 72636 31677 6168 25509 19920 15074 8164 303 7861 121367 9209 14883 7294 5762 7085 24569 6910 1115 5795 7589 is_linear=0 shrinkage=0.01 Tree=406 num_leaves=31 num_cat=0 split_feature=5 4 1 2 2 5 3 1 2 2 4 4 4 1 2 2 1 5 1 2 5 3 3 4 5 5 1 4 1 4 split_gain=231.753 78.5264 56.6138 53.3632 83.8546 43.6748 41.3549 30.2438 27.7377 24.0276 25.5913 23.227 21.1698 19.8231 25.5762 37.745 25.3595 19.8076 19.6905 25.1781 19.5908 27.9444 20.3277 19.4642 19.166 19.1357 24.7526 20.1222 18.971 18.5454 threshold=3.5000000000000004 2.5000000000000004 0.040202020202020204 0.50155279503105599 0.48492424242424242 31.500000000000004 29.500000000000004 0.13712060166532367 0.92890109890109895 0.25108695652173912 1.5000000000000002 3.5000000000000004 2.5000000000000004 0.25092592592592594 0.95260557053009898 0.94754041967664271 0.78596059113300509 1.0000000180025095e-35 0.23271742593182543 0.63178947368421057 53.500000000000007 28.500000000000004 10.500000000000002 1.5000000000000002 303.50000000000006 1.0000000180025095e-35 0.51363749070171105 1.5000000000000002 0.80070921985815613 1.5000000000000002 decision_type=2 10 2 2 2 2 8 2 2 2 10 8 10 2 2 2 2 2 2 2 2 10 8 10 2 2 2 8 2 8 left_child=3 2 24 4 6 13 -1 12 20 10 -8 18 29 14 15 -3 -15 -11 -9 -20 -4 22 -22 -19 -2 27 -27 -6 -18 -5 right_child=1 5 8 7 25 -7 9 11 -10 17 -12 -13 -14 16 -16 -17 28 23 19 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.00030157448878327116 0.0018586802260487682 0.00066729885248804173 -0.00051080614069169033 0.00077853324754756164 0.00059849870449126344 -0.005236469655814654 0.0021342115335106692 -0.0021672349944015855 -0.0042149063356358507 0.00085672371021409846 3.7544475455832648e-05 -0.0037949085015460916 -0.0024996990265705684 -0.0041376406468396545 -0.0067843790715007238 0.020277271074322749 0.012591861263579638 -0.0003168853783839304 -0.0011235966794812004 0.00080328194343829774 -0.0035526388313740671 -0.0021481419861135637 0.00039371491402803981 -0.0054416034143032962 -0.0060032004191672914 0.0035117131637112946 0.045850114296123741 0.0037647564841875683 -0.00027137651101951543 0.0032907445279921604 leaf_weight=2637.263076314237 863.02624661102891 251.9578558714129 4209.3050632667728 1180.6729603554122 578.9778942130506 650.63161584595218 2712.1094980780035 506.50164655782282 272.13805492129177 796.94950008299202 741.25736041180789 208.72624465823174 152.40656706644222 406.93346853321418 44.294868008699268 10.213215308729557 12.884683866053818 218.5964852697216 1187.002826418262 1581.822292951867 152.76591164013371 2314.4862396651879 896.57478503743187 112.13052810961381 32.164035566616803 1492.7845983770676 1.3821466844528902 307.22207685932517 104.08499463135377 391.21449904842302 leaf_count=74656 19065 10248 180204 25677 12728 76930 56639 17910 21226 21797 16813 10881 4315 25444 3429 81 356 6415 37856 42771 10999 127745 44874 4410 1699 34034 19 8995 2799 10165 internal_value=0 -0.00116713 -0.000806336 0.000790538 0.00123275 -0.00329645 0.000696014 -2.44336e-05 -0.0010782 0.00127032 0.00168417 -0.000560516 0.00105876 -0.00177636 0.000243793 0.00143123 -0.00295808 2.94911e-06 -0.000354399 -2.27761e-05 -0.00096548 -0.00153443 -0.000180806 -0.00205438 0.0015762 0.00286037 0.00355088 0.00169616 0.00114556 0.00140378 internal_weight=0 10221.5 8740.46 14807 9598.67 1481 7218.31 5208.35 7845.27 4581.04 3453.37 3484.05 1724.29 830.369 306.466 262.171 523.903 1127.68 3275.33 2768.83 7573.13 3363.83 1049.34 330.727 895.19 2380.37 1494.17 886.2 116.97 1571.89 internal_count=911180 525099 405812 386081 236506 119287 180730 149575 385048 106074 73452 109418 40157 42357 13758 10329 28599 32622 98537 80627 363822 183618 55873 10825 20764 55776 34053 21723 3155 35842 is_linear=0 shrinkage=0.01 Tree=407 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 9 9 10 9 10 0 9 10 4 5 9 9 9 5 1 5 9 9 5 5 9 9 9 1 1 split_gain=7298.99 2632.52 552.559 184.626 105.26 73.4645 55.9853 51.7831 38.6585 32.3231 32.231 30.8119 27.3203 27.0574 25.4516 25.4187 23.847 23.1419 22.4102 28.8188 21.7193 21.7146 21.246 21.473 20.7675 19.0664 19.0131 17.6208 17.521 22.5528 threshold=0.0035319819580763002 0.99894970655441295 5.9116524425917312e-05 0.78322452306747448 0.99998754262924205 4.8650000000000011 5.285000000000001 4.0456557144352709e-06 8.2700000000000014 0.00055606939713465011 1.0000000180025095e-35 8.2000000000000011 0.036334333941340412 1.5000000000000002 14.500000000000002 3.2050000000000005 5.995000000000001 6.0750000000000011 142.50000000000003 0.34387500000000004 1.0000000180025095e-35 4.9050000000000011 4.8650000000000011 401.50000000000006 164.50000000000003 2.6250000000000004 5.2950000000000008 9.7700000000000014 0.72245564892623726 0.53873431533006011 decision_type=2 2 2 2 2 10 8 2 8 2 2 10 2 10 2 10 10 10 2 2 2 10 10 2 2 10 10 10 2 2 left_child=2 3 7 5 15 12 9 -1 11 -4 13 22 -2 24 -8 -3 -16 -9 26 21 27 -20 25 -24 28 -5 -17 -12 29 -7 right_child=1 4 6 8 -6 10 14 17 -10 -11 20 -13 -14 -15 16 18 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0096552453300880314 -0.0017667655091453906 0.0087368479702600241 -0.006016159146013742 0.0043137237674644655 0.010390289822010314 0.002755822946423779 -0.0029758076529430516 -0.0079375404318875412 0.0064129851150932305 -0.0034266573095435562 -0.0022702814150647585 -0.012372993206871208 -5.618861201626106e-05 0.00041359310285524285 -0.0016409772510889925 0.0040741144372326583 0.0038793093431537624 -0.0037531565331394259 0.0021698888323808726 0.0042361618888756888 0.0015804617513020998 -0.022649483768044449 0.0037237505236083451 -0.0054489480016602608 -0.0016322597931954933 0.0012387781709867001 0.0076247127739262734 0.019007864472689002 -0.00027067097158522355 0.006251715826750057 leaf_weight=4256.479716099333 1356.3892630822957 506.10025502927601 992.10695019783452 251.63884207978845 4244.147450350225 1212.2783214561641 666.61891768593341 1513.2916636085138 319.91521836444736 937.58034123107791 385.97873890213668 13.409504286944864 2996.0571180190891 788.65827807970345 211.63958532037213 241.93588819727302 124.16580213606358 144.81918270885944 5.9634425416588774 34.91217440366745 283.85456596501172 8.621307894587515 1598.8995010145009 25.934952132403851 105.8089004047215 1015.0243913084269 400.44293282739818 3.9315006285905829 153.17235018312931 217.67245434783399 leaf_count=469083 14358 12835 46756 2866 115548 10218 14274 110456 5590 25880 2776 148 17618 10025 9046 2029 4097 10911 43 220 2222 44 8451 122 1481 5795 4749 20 1259 2260 internal_value=0 0.00398629 -0.00731159 0.00111264 0.00965141 0.000252668 -0.00376206 -0.00907124 0.00311371 -0.00475799 0.0014155 0.00275037 -0.00058927 0.00194288 -0.00184488 0.00703372 0.000400178 -0.00757208 0.00578789 -0.000695691 -0.000523817 -0.0125013 0.0028205 0.00357734 0.00265699 0.00184966 0.00628747 -0.00205573 0.00294367 0.00328798 internal_weight=0 16170.7 8846.7 10728.6 5442.12 7503.8 2932.11 5914.59 3224.82 1929.69 3151.36 2904.91 4352.45 2477.59 1002.42 1197.98 335.805 1658.11 691.876 49.4969 673.765 14.5848 2891.5 1624.83 1688.93 1266.66 642.379 389.91 1583.12 1429.95 internal_count=911180 220677 690503 85209 135468 62237 100053 590450 22972 72636 30261 17382 31976 25243 27417 19920 13143 121367 7085 307 5018 87 17234 8573 15218 8661 6778 2796 13737 12478 is_linear=0 shrinkage=0.01 Tree=408 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 9 9 9 10 10 0 9 1 9 10 10 9 1 9 9 9 9 10 1 9 10 1 9 9 9 split_gain=7194.62 2615.22 552.637 181.829 105.97 59.2263 55.4298 55.2611 52.1332 32.1216 30.7715 25.5036 25.4648 28.0612 23.3972 23.3213 23.1016 16.3942 25.4727 15.5674 14.9956 19.1052 14.708 14.2755 13.3052 13.198 12.6683 15.7347 12.4326 19.2646 threshold=0.0035319819580763002 0.99894970655441295 5.9116524425917312e-05 0.3781151175498963 0.99998754262924205 5.2550000000000008 5.285000000000001 4.8650000000000011 4.0456557144352709e-06 0.00055606939713465011 1.0000000180025095e-35 3.2050000000000005 0.88956639566395668 6.1150000000000011 0.98755538463592529 0.94052824378013633 6.0750000000000011 0.72245564892623726 5.0850000000000009 5.2950000000000008 5.4750000000000005 5.535000000000001 0.026551560498774003 0.58374587458745886 5.4850000000000012 0.94052824378013633 0.65858556175923211 4.9250000000000007 3.9350000000000005 4.7650000000000006 decision_type=2 2 2 2 2 8 8 10 2 2 2 10 2 10 2 2 10 2 10 10 10 10 2 2 10 2 2 10 10 10 left_child=2 3 8 7 11 14 9 22 -1 -4 17 -3 15 25 -5 -7 -10 20 -19 -13 26 23 -2 -22 -8 -14 -9 -28 -16 -30 right_child=1 4 6 5 -6 12 24 10 16 -11 -12 19 13 -15 28 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-0.0096494521353454165 -0.0018949156017243696 0.0087181146553044556 -0.0059897157266379257 0.0012667439653152438 0.010383104755834302 0.0031436582718727003 -0.0027948006033553991 0.00086295726664167827 -0.0079182373927510381 -0.0034027539240976028 -0.0012108851952694494 0.0038465469745622488 0.00063738966230278177 -0.0038539196264487929 0.005184769364881955 0.0054661021724470181 -0.0037291876530439329 0.0046018983727578377 -0.0039341361524188505 0.0069389899450781924 0.0063235153481960632 0.0026278317001822695 -0.00049155604308256224 0.019496567671041555 -0.00045278759957861312 0.0082813021837594876 -0.0095813030755698813 0.0071453427507657367 -0.001761402978921089 0.0040625490353184022 leaf_weight=4216.6444022334181 1145.8735029883683 502.13576431944966 986.54996901890263 2739.6912663988769 4204.8106210548431 936.74740762636065 588.22582219354808 912.1471187826246 1501.8682767688297 934.73922483343631 477.21569755114615 263.79711892455816 49.780219547450542 86.167184647172689 251.64520451426506 803.03887057490647 144.29512842465192 50.123253175988793 115.55564604140818 425.11389298550785 39.632343420758843 607.35496967099607 2144.4906747490168 10.381494009867309 412.80736660631374 41.351433135569096 6.2402724102139464 56.940199753269553 87.07293564081192 163.3450083360076 leaf_count=469083 12662 12835 46756 13974 115548 5406 12690 13249 110456 25880 4176 2179 352 801 2864 7451 10911 564 1150 4906 535 5293 13756 119 14727 602 94 825 455 881 internal_value=0 0.00395884 -0.00728951 0.00110192 0.00963725 0.0024544 -0.003737 -0.000151639 -0.00906026 -0.00473112 0.00104652 0.00700413 0.00384772 0.000237405 0.00163042 0.00421564 -0.00755104 0.00164555 -0.00135171 0.00575483 0.00194969 0.00311704 -0.000980278 0.00905788 -0.001829 0.00410585 0.0011629 0.00549327 0.00361498 0.0020375 internal_weight=0 16120.7 8785.13 10724.8 5395.86 5158.84 2922.32 5565.96 5862.81 1921.29 2275.59 1191.05 1917.09 177.299 3241.75 1739.79 1646.16 1798.38 165.679 688.911 1632.7 657.369 3290.36 50.0138 1001.03 91.1317 975.328 63.1805 502.063 250.418 internal_count=911180 220677 690503 85209 135468 32786 100053 52423 590450 72636 26005 19920 14612 1755 18174 12857 121367 21829 1714 7085 20115 5947 26418 654 27417 954 14168 919 4200 1336 is_linear=0 shrinkage=0.01 Tree=409 num_leaves=31 num_cat=0 split_feature=5 4 1 2 2 5 3 1 2 4 2 2 4 0 4 0 1 2 2 1 1 2 5 3 5 1 4 1 5 2 split_gain=219.455 76.3779 54.9533 51.4024 81.3705 41.5204 40.2023 29.381 27.1433 26.9828 26.9751 23.707 22.3058 21.5617 20.5643 19.2472 19.2076 24.7072 36.8471 24.2927 19.018 24.5697 18.8455 28.4111 18.8173 23.4404 19.5804 18.7787 18.5804 18.5228 threshold=3.5000000000000004 2.5000000000000004 0.040202020202020204 0.50155279503105599 0.48492424242424242 31.500000000000004 27.500000000000004 0.13712060166532367 0.25108695652173912 1.5000000000000002 0.92890109890109895 0.16749174917491746 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 0.25092592592592594 0.95260557053009898 0.94754041967664271 0.78596059113300509 0.23271742593182543 0.63178947368421057 53.500000000000007 28.500000000000004 1.0000000180025095e-35 0.51363749070171105 1.5000000000000002 0.80070921985815613 303.50000000000006 0.11180555555555556 decision_type=2 10 2 2 2 2 8 2 2 10 2 2 8 2 10 2 2 2 2 2 2 2 2 10 2 2 8 2 2 2 left_child=3 2 28 4 6 16 -1 14 9 13 15 29 20 -8 -5 22 17 18 -3 -18 -9 -22 -4 -24 26 -26 -6 -21 -2 -11 right_child=1 5 10 7 24 -7 8 12 -10 11 -12 -13 -14 -15 -16 -17 19 -19 -20 27 21 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.00085458913635623034 0.001845626022600168 0.00063797562033252888 -0.00060565970567819268 0.0013822972115443107 0.00057359521380622054 -0.0051642750894700289 0.0027159529121195481 -0.0021484101590689029 -0.00010708268237231636 0.00038693939873463449 -0.0041655044150203805 -0.003313164882600657 -0.0037497995592936555 0.0011180296180303205 -0.0024793856872316416 0.00080434867896203165 -0.0041006064336001537 -0.0067327272135787224 0.020017285774934369 0.012527667441407831 -0.0011242117453600193 0.00078795152996800606 -0.00025551704290272469 -0.0022883466491906792 0.0034702118835673104 0.044066260201909291 0.0037147673370841339 -0.00032222676738154508 -0.0059433695567606103 0.0085546136425798201 leaf_weight=1381.1849676291458 859.07059778133407 249.58187944395468 3720.2685706657358 1559.7464879290201 573.56585050839931 640.44238616619259 1565.1067418623716 502.08435688074678 1510.6963676540181 649.96829718630761 269.02754612220451 183.7334396452643 206.34093831991777 1833.9300658619031 151.27344315778464 581.70618080347776 402.21348607586697 43.631065702531487 10.212780288420616 12.780117378570138 1175.9953878023662 1567.8474735198542 1000.4826996508054 2197.8858243077993 1476.9712690911256 1.4236889723688353 303.4239044492133 103.27776954695582 31.75825855275616 29.004864398855716 leaf_count=44848 19065 10248 164636 35842 12728 76930 30076 17910 44698 14470 21226 4834 10881 41094 4315 19526 25444 3429 81 356 37856 42771 54633 125027 34034 19 8995 2799 1699 710 internal_value=0 -0.00114147 -0.000784549 0.000772617 0.00120877 -0.00325551 0.000677966 -3.06263e-05 0.00104466 0.00145293 -0.00105428 -0.00012648 -0.000561689 0.0018538 0.00104088 -0.000942688 -0.00176779 0.00023038 0.0013998 -0.00293764 -0.000359023 -3.15907e-05 -0.00108958 -0.00165246 0.00282089 0.00350931 0.00166039 0.00109278 0.00156795 0.000735852 internal_weight=0 10122.3 8660.2 14672.3 9509.01 1462.14 7153.62 5163.29 5772.44 4261.74 7769.37 862.707 3452.27 3399.04 1711.02 7500.34 821.697 303.426 259.795 518.271 3245.93 2743.84 6918.64 3198.37 2355.38 1478.39 876.99 116.058 890.829 678.973 internal_count=911180 525099 405812 386081 236506 119287 180730 149575 135882 91184 385048 20014 109418 71170 40157 363822 42357 13758 10329 28599 98537 80627 344296 179660 55776 34053 21723 3155 20764 15180 is_linear=0 shrinkage=0.01 Tree=410 num_leaves=31 num_cat=0 split_feature=9 9 5 9 9 9 4 4 0 5 5 9 4 4 4 9 9 9 4 5 9 9 5 5 5 5 4 9 9 9 split_gain=939.248 137.549 153.181 97.0574 71.5677 64.4908 100.396 47.8528 45.9183 37.3878 36.0731 34.5037 40.6772 29.6792 26.41 25.9765 34.257 25.2371 24.002 23.3393 21.9672 21.7268 21.4124 20.0196 18.8097 30.2244 18.7456 17.6096 57.0064 20.1608 threshold=2.7350000000000008 4.3750000000000009 53.500000000000007 5.4850000000000012 1.3750000000000002 5.8550000000000013 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 152.50000000000003 1.5000000000000002 9.1600000000000019 3.5000000000000004 2.5000000000000004 11.500000000000002 4.7650000000000006 4.8950000000000005 4.8950000000000005 3.5000000000000004 35.500000000000007 4.8750000000000009 4.5150000000000006 80.500000000000014 37.500000000000007 24.500000000000004 21.500000000000004 3.5000000000000004 5.3350000000000009 5.3550000000000013 4.9850000000000012 decision_type=10 10 2 10 10 10 10 10 2 2 2 10 10 10 10 10 10 10 10 2 10 10 2 2 2 2 8 10 10 10 left_child=4 13 3 7 8 -4 9 15 26 22 14 23 -13 -2 18 21 20 -16 27 -14 -17 -3 -7 -5 25 -18 -1 29 -29 -9 right_child=1 2 5 11 -6 6 -8 10 -10 -11 -12 12 19 -15 17 16 24 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0035368411378863315 0.00024342869636787023 -0.00085604317507592903 -0.005096172822648337 0.0002173640273293787 0.0020230391326820198 -0.00026662291789892424 -0.0075939932101477805 -0.00064782658656192913 0.0056694909652509878 -0.0022074119955836683 -0.0047956740949838981 -0.0062620331328223826 0.0043543171949053973 -0.0029539010898758668 -0.0070725160516925236 -0.00021123443493907505 -0.0013687828548402364 0.014758108051525665 -0.0054952726985444365 -0.010524302226271367 0.0040604160311139394 -0.0043333989393725394 0.0054022723441537468 0.0033980724852622191 -0.0041925983649119146 0.003758748489031558 -0.0022171754053428765 0.0078461421377595108 -0.0043975936526813924 -0.0037285241746487525 leaf_weight=2274.5716753900051 5976.1516409702599 289.44126986432821 1658.2014669482596 3059.2478773766197 2312.000467791222 106.7513677100651 193.89702317398041 412.16735959798098 1429.9864011052996 221.79115751525387 823.75276072695851 168.09902732493356 73.167513226158917 305.14432873344049 7.6237932499498156 315.80443589622155 2884.1109943985939 17.339620782062411 196.67600371968001 12.317900192923842 194.55354665080085 473.81239058403298 177.28238145960495 211.56750239385292 220.15689444355667 119.73100332636386 58.063655199483037 72.857622270006686 79.545197053346783 438.34476700983942 leaf_count=50145 130452 8936 157736 104978 41396 6652 28490 13575 39037 13951 62564 20991 2039 11889 168 10179 106664 168 8786 2528 4449 19804 5774 10073 16378 4365 1007 1275 3180 23551 internal_value=0 -0.00111798 -0.00172754 -0.00119033 0.00340772 -0.00402187 -0.00147597 -0.00191069 0.00425856 0.000869235 -0.00317765 0.000147602 -0.0034059 8.81029e-05 -0.00208921 -0.0013337 -0.000990118 0.00809106 -0.00230106 0.0022104 0.00141716 -0.00301472 0.00327167 0.000423103 -0.00137119 -0.0011644 0.00339361 -0.00167467 0.00145564 -0.00223558 internal_weight=0 18709.5 12428.2 10070.3 6074.62 2357.92 699.722 6545.92 3762.62 505.825 2048.31 3524.4 253.584 6281.3 1224.55 4497.61 3734.36 24.9634 1199.59 85.4854 510.358 763.254 284.034 3270.82 3224 3003.84 2332.64 1002.91 152.403 850.512 internal_count=911180 779595 637254 424651 131585 212603 54867 284042 90189 26377 113267 140609 25558 142341 50703 170775 142035 336 50367 4567 14628 28740 12426 115051 127407 111029 51152 41581 4455 37126 is_linear=0 shrinkage=0.01 Tree=411 num_leaves=31 num_cat=0 split_feature=9 9 5 9 9 9 4 4 0 5 5 9 4 4 2 2 2 4 4 9 9 2 9 4 5 9 9 5 5 9 split_gain=921.693 135.113 151.042 95.3172 70.5332 63.6803 99.0959 47.1596 45.4776 36.6322 35.5886 33.9225 40.0872 29.1298 26.1027 26.9281 48.4733 29.6023 25.9601 25.5333 33.5974 25.117 24.8147 23.6409 23.0019 21.5085 21.4035 20.9398 19.5894 19.4555 threshold=2.7350000000000008 4.3750000000000009 53.500000000000007 5.4850000000000012 1.3750000000000002 5.8550000000000013 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 152.50000000000003 1.5000000000000002 9.1600000000000019 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 0.68703358208955234 0.85379556042751448 3.5000000000000004 11.500000000000002 4.7650000000000006 4.8950000000000005 0.16749174917491746 4.8950000000000005 3.5000000000000004 35.500000000000007 4.8750000000000009 4.5150000000000006 80.500000000000014 37.500000000000007 1.0000000180025095e-35 decision_type=10 10 2 10 10 10 10 10 2 2 2 10 10 10 2 2 2 8 10 10 10 2 10 10 2 10 10 2 2 8 left_child=4 13 3 7 8 -4 9 19 14 27 18 28 -13 -2 -1 17 -17 29 23 26 25 -12 -20 -9 -14 -21 -3 -7 -5 -16 right_child=1 2 5 11 -6 6 -8 10 -10 -11 21 12 24 -15 15 16 -18 -19 22 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0013932045979214852 0.00024098368155548865 -0.00084772930190934917 -0.0050659487875420062 0.00021518130390036025 0.0020035529542911891 -0.00026399801845313105 -0.0075676715368379888 -0.0016605673267835832 0.0056308640696065993 -0.0021880088982831826 0.00096187560424285991 -0.0062301342572291044 0.0043084508859804714 -0.0029289732116377109 0.0015894617409695803 -0.00073608121974725195 0.0055015139438839957 -0.0046427489254226061 -0.007033934490001335 -0.00020914239576246018 -0.0013585965817476773 -0.0052986298768840706 0.014658282349949644 -0.0054579187943310471 -0.010526214149660691 0.0040167748975702437 -0.0043010998919398207 0.0053407963476751275 0.0033595452775711616 0.0053954104980551733 leaf_weight=521.92738852091134 5976.4164064857177 289.35750660067424 1651.4475372261368 3059.3763645240106 2311.1460041580722 106.73475057119504 192.63206941448152 1001.3241733647883 1425.4209372792393 221.52176684839651 70.06378833251074 167.27426195237786 73.206766762770712 304.66634854488075 152.69751876033843 286.467604348436 220.46809316426516 33.097190042957664 7.5891285687685039 315.77394097624347 3221.3623884529807 750.83681292878464 17.283412771299481 196.04500980162993 12.193130647763608 194.69990475242957 472.60286473762244 177.52854089159518 211.85237986687571 1115.5226814895868 leaf_count=10667 130452 8936 157736 104978 41396 6652 28490 41581 39037 13951 2286 20991 2039 11889 2654 4922 5199 552 168 10179 127407 60278 168 8786 2528 4449 19804 5774 10073 27158 internal_value=0 -0.00110787 -0.00171272 -0.00117956 0.00337805 -0.0039954 -0.00146403 -0.00189421 0.0042239 0.000860592 -0.00315387 0.000146136 -0.00338412 8.72237e-05 0.00336323 0.00393186 0.00197667 0.00469351 -0.00207226 -0.00132149 -0.000980887 -0.0047643 0.00803954 -0.00228231 0.0021904 0.00140267 -0.00298967 0.00323632 0.000418818 0.00493716 internal_weight=0 18691.8 12410.7 10060.8 6066.75 2349.86 698.417 6536.94 3755.6 505.785 2043.14 3523.9 252.674 6281.08 2330.18 1808.25 506.936 1301.32 1222.24 4493.8 3731.84 820.901 24.8725 1197.37 85.3999 510.474 761.96 284.263 3271.23 1268.22 internal_count=911180 779595 637254 424651 131585 212603 54867 284042 90189 26377 113267 140609 25558 142341 51152 40485 10121 30364 50703 170775 142035 62564 336 50367 4567 14628 28740 12426 115051 29812 is_linear=0 shrinkage=0.01 Tree=412 num_leaves=31 num_cat=0 split_feature=9 9 5 9 9 9 1 1 9 5 9 5 1 5 5 1 1 1 5 3 9 1 3 1 1 5 9 9 5 5 split_gain=904.559 132.697 148.944 92.646 69.5751 64.0053 43.6739 47.9173 36.7396 34.1831 33.3254 30.6689 52.0258 29.4945 42.4906 28.5813 32.3468 23.7361 33.1988 28.3546 23.8413 26.9886 23.5063 21.884 20.9309 20.144 19.9534 28.4095 19.8095 19.7862 threshold=2.7350000000000008 4.3750000000000009 52.500000000000007 5.4850000000000012 1.3750000000000002 5.8550000000000013 0.028778467908902653 0.37053001277139214 5.8750000000000009 107.50000000000001 9.1600000000000019 4.5000000000000009 0.22756041426927498 17.500000000000004 3.5000000000000004 0.51869322152341024 0.98936170212765973 0.76024883359253514 30.500000000000004 29.500000000000004 1.0000000180025095e-35 0.7003401360544218 19.500000000000004 0.20701970443349751 0.48581488933601619 303.50000000000006 5.0150000000000006 4.9850000000000012 37.500000000000007 212.50000000000003 decision_type=10 10 2 10 10 10 2 2 10 2 10 2 2 2 2 2 2 2 2 10 8 2 8 2 2 2 10 10 2 2 left_child=4 15 3 11 17 -4 25 8 9 23 28 -3 26 14 -12 24 -17 18 20 -20 21 -1 -19 -8 29 -7 27 -13 -5 -2 right_child=1 2 5 10 -6 6 7 -9 -10 -11 13 12 -14 -15 -16 16 -18 22 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0032633675751285451 -6.0055466151637886e-05 -0.0014479086214902322 -0.0050291822144466879 0.00021302059788126331 0.0019842442698220987 0.0053172304200926682 0.052666541564479169 0.00013018427131062944 -0.0062047652060972193 -0.0072075325322813882 -0.0049770757029474954 -0.00092512329932849257 -0.0040746856218904799 -0.0081094492262712183 0.0053882751718179744 -0.0017198683701412937 0.0016941875599953038 -0.0013464379706009675 0.0055307038112249315 -0.00042746081845460243 0.0052240169776010936 -0.0064955075235365476 0.0034147863356772269 -0.010242012336048845 0.0017937188876121547 -0.0069110963192349478 -0.0022304672604765564 0.0059568121701351045 0.003441579461201254 0.0028267130584659805 leaf_weight=252.57479389198124 3343.177467586007 4718.8616710589267 1658.4611090407707 3059.5036118170246 2310.3036543168128 112.62513867998496 2.6984680397436018 303.51281060045585 266.79304636130109 2.8481152546592057 100.41228048037738 159.13454120140523 1273.5312069319189 86.117191626224667 65.245309410616755 1353.4653527596965 349.09737663995475 131.75306823290884 122.62909631989896 229.08137327246368 2492.8189320024103 31.920207282528281 486.86486626975238 0.69550118315964926 979.54950948897749 15.301673076581208 269.87945924932137 96.275443757884204 202.63203793717548 255.58266104664654 leaf_count=4960 73834 164918 158747 104978 41396 2364 39 20731 30808 263 10093 6602 93847 12425 3040 36215 5679 2199 1931 4028 65651 542 10878 83 18556 1038 15163 2620 9495 8057 internal_value=0 -0.00109778 -0.00169783 -0.0011658 0.00334917 -0.00395652 -0.00143129 -0.00260413 -0.00564367 0.0183381 0.000143017 -0.00187143 -0.00298247 -0.00336238 -0.000894615 8.63532e-05 -0.00101984 0.0041906 0.00454446 0.00164994 0.00491102 0.00216843 0.00240074 0.0397752 0.000497721 0.00385457 -0.000334447 0.00166899 0.000413567 0.000144962 internal_weight=0 18675.4 12394.5 10031.6 6057.95 2362.94 704.475 576.548 273.035 6.24208 3513.91 6517.68 1798.82 251.775 165.658 6280.87 1702.56 3747.64 3129.02 351.71 2777.31 284.495 618.618 3.39397 4578.31 127.927 525.289 255.41 3262.14 3598.76 internal_count=911180 779595 637254 423181 131585 214073 55326 51924 31193 385 140031 283150 118232 25558 13133 142341 41894 90189 77112 5959 71153 5502 13077 122 100447 3402 24385 9222 114473 81891 is_linear=0 shrinkage=0.01 Tree=413 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 5 3 5 5 5 2 10 2 2 5 5 2 2 2 2 2 5 5 5 5 5 split_gain=7049.62 2658.39 464.851 196.901 106.712 54.1911 48.8027 35.0429 25.3538 13.3414 23.0842 13.6636 13.3094 12.6941 11.8343 11.6685 11.5769 10.9 10.5528 10.2058 26.188 9.94611 11.0281 10.8458 12.1446 10.2989 10.2943 8.46008 8.9936 14.9309 threshold=0.0023884368129074005 0.99894970655441295 3.4846319977077662e-05 0.3781151175498963 0.99998754262924205 0.97252115607261669 0.00025326936156485003 4.0456557144352709e-06 0.026551560498774003 6.5000000000000009 23.500000000000004 497.50000000000006 4.5000000000000009 361.50000000000006 0.8185736677115989 0.99989646673202526 0.11180555555555556 0.82274865591397861 204.50000000000003 309.50000000000006 0.6586800573888093 0.84654631083202525 0.99512183514182395 0.94754041967664271 0.8577380952380953 107.50000000000001 113.50000000000001 37.500000000000007 113.50000000000001 107.50000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 7 8 15 9 14 -1 17 -5 16 18 -10 -7 -4 -3 -11 -2 21 -17 -21 25 23 24 -23 -12 -27 -16 29 -29 right_child=1 4 6 5 -6 13 -8 -9 12 10 11 -13 -14 -15 27 19 -18 -19 -20 20 -22 22 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.0096410055113289282 -0.0013908301607021781 0.006153027370375235 -0.0061484891024459944 0.0013847541610027209 0.010375104175310481 0.0041932898577677277 -0.003120819876920465 -0.007769730447707541 -0.00016132099368389985 -0.0042489161747816511 0.0019702381328143021 -0.0055312664268351444 0.0011121987729708629 -0.0030819975099345221 -0.0045697711554159234 0.0084382918123759726 0.0065050115037944738 0.00045283259398184523 0.0052107183437977512 0.0078790495314285738 -0.023253574352800229 0.014554626651126059 0.00040025098798522461 0.011916211711394776 0.0023582662780255578 -0.010106632628396981 -0.00025827495390061547 0.0031990578000819503 -0.0044453456040289951 0.044442440278402308 leaf_weight=4151.0101937432773 1861.1925102733076 707.03915522806346 1052.3848543856293 2517.8293533362448 4139.0979440901428 1434.2761368248612 1667.78912557289 1318.6569048166275 2378.9402834922075 10.611990779638289 584.53360241279006 23.129767447710037 1252.7906703054905 24.390818022191525 133.36399825289845 459.37864864803851 176.62285044044256 387.42700783163309 106.74110242724419 10.39097188040614 3.6513514705002299 9.6201356649398786 46.30146586894989 25.568209186196327 53.951479069888592 11.658909790217875 118.40324599295855 21.620380264241252 19.163137136492878 0.91490757325664063 leaf_count=469083 27853 10137 55542 13886 115548 12892 48498 101543 14733 57 2928 138 11329 124 6436 9647 844 4966 583 106 30 50 211 117 267 62 627 1437 1446 60 internal_value=0 0.00381284 -0.00747477 0.00101125 0.00961872 0.00244021 -0.00423463 -0.00918987 -0.000238691 0.00179442 0.00267818 0.00206343 0.000277988 0.00407164 -0.00574801 0.00696658 0.00589551 -0.00107318 0.00224703 0.00818159 -0.000216203 0.00187488 0.00435951 0.00641605 0.00420391 0.00140395 -0.00114109 -0.00334055 0.000590881 0.00487349 internal_weight=0 16343.5 8364.9 11024 5319.56 5143.64 2895.24 5469.67 5880.35 3684.97 1167.14 979.908 3631.73 1458.67 1227.45 1180.46 187.235 2248.62 956.778 473.421 14.0423 850.037 135.441 89.1398 63.5716 714.596 130.062 175.062 41.6984 22.5353 internal_count=911180 227135 684045 91667 135468 32786 113419 570626 58881 19770 5884 4983 26062 13016 64921 19920 901 32819 4845 9783 136 4262 645 434 317 3617 689 9379 2943 1497 is_linear=0 shrinkage=0.01 Tree=414 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 5 3 5 5 5 2 10 2 2 5 5 2 2 2 2 2 5 5 5 5 5 split_gain=6949.91 2639.76 465.302 193.167 107.517 53.4597 48.4525 35.2911 24.868 13.0613 22.6381 13.4029 13.0354 12.4763 11.7645 11.6912 11.3514 10.6987 10.3112 10.1377 25.4177 9.75229 10.8113 10.6887 11.86 10.0917 10.102 8.34822 8.8054 13.9065 threshold=0.0023884368129074005 0.99894970655441295 3.4846319977077662e-05 0.3781151175498963 0.99998754262924205 0.97252115607261669 0.00025326936156485003 4.0456557144352709e-06 0.026551560498774003 6.5000000000000009 23.500000000000004 497.50000000000006 4.5000000000000009 361.50000000000006 0.8185736677115989 0.99989646673202526 0.11180555555555556 0.82274865591397861 204.50000000000003 309.50000000000006 0.6586800573888093 0.84654631083202525 0.99512183514182395 0.94754041967664271 0.8577380952380953 107.50000000000001 113.50000000000001 37.500000000000007 113.50000000000001 107.50000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 7 8 15 9 14 -1 17 -5 16 18 -10 -7 -4 -3 -11 -2 21 -17 -21 25 23 24 -23 -12 -27 -16 29 -29 right_child=1 4 6 5 -6 13 -8 -9 12 10 11 -13 -14 -15 27 19 -18 -19 -20 20 -22 22 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.0096351237883831025 -0.0013783140773875227 0.006119991502785891 -0.0061221372539929462 0.0013712771916024723 0.010367991318149826 0.0041613955246615261 -0.0030979658852808923 -0.0077497880147489205 -0.00015971620961308122 -0.0042017666331401003 0.0019501503042967452 -0.0054877163287782782 0.0011003764661564859 -0.0030501527994683132 -0.0045435471895172146 0.0084142783498426538 0.00644146733605139 0.00044815876142838095 0.0051513134925538842 0.0078445566622541551 -0.022683404499826497 0.014374174771516875 0.00039627357390649605 0.011820488595618087 0.0023341146890474185 -0.010016457162486503 -0.00025570744184053669 0.0031573247000886888 -0.00441988495734052 0.042153791116671169 leaf_weight=4112.2031686040573 1859.3219872331247 703.76368870586157 1046.375747053884 2517.1523489356041 4100.7104848884046 1430.833573224023 1663.3141857814044 1308.878761711996 2378.8154749237001 10.623701922595499 584.64854824542999 23.080439075827599 1253.5839744396508 24.398971229791641 132.79525892715901 456.09922945313156 176.58176600933075 387.5521418210119 106.8915576338768 10.332588173449038 3.7054235562682143 9.6433786638081056 46.298556141555309 25.517762899398804 53.964563809335232 11.646296493709086 118.3962284848094 21.686758042313162 19.081202541477978 0.9547262298874547 leaf_count=469083 27853 10137 55542 13886 115548 12892 48498 101543 14733 57 2928 138 11329 124 6436 9647 844 4966 583 106 30 50 211 117 267 62 627 1437 1446 60 internal_value=0 0.00378643 -0.00745345 0.0010016 0.0096041 0.00241768 -0.00420841 -0.00917992 -0.00023635 0.00177673 0.00265106 0.00204242 0.000275157 0.00404048 -0.00572125 0.00693566 0.00583748 -0.00106327 0.00222403 0.00815666 -0.000213495 0.00185596 0.00431647 0.00635291 0.00415947 0.00138972 -0.00112986 -0.0033176 0.000584352 0.00480169 internal_weight=0 16293.6 8305.29 11019 5274.61 5139.68 2884.21 5421.08 5879.27 3684.45 1167.29 980.087 3632.4 1455.23 1220.89 1173.9 187.205 2246.87 957.007 470.137 14.038 850.115 135.424 89.1257 63.6079 714.691 130.043 174.518 41.7227 22.6415 internal_count=911180 227135 684045 91667 135468 32786 113419 570626 58881 19770 5884 4983 26062 13016 64921 19920 901 32819 4845 9783 136 4262 645 434 317 3617 689 9379 2943 1497 is_linear=0 shrinkage=0.01 Tree=415 num_leaves=31 num_cat=0 split_feature=9 9 9 9 9 1 4 4 1 1 1 9 9 9 2 9 2 1 9 1 2 2 9 9 2 1 1 4 2 1 split_gain=861.11 129.532 106.196 66.2792 59.342 53.7443 32.6689 29.2647 34.2217 24.552 36.7906 27.955 44.345 23.8345 28.4557 22.851 22.604 28.1445 21.1803 23.8657 50.3074 23.7918 34.3859 20.885 19.9501 33.0867 27.2048 20.9972 34.8906 25.7908 threshold=2.6750000000000003 4.3750000000000009 5.5050000000000008 2.5450000000000004 9.1600000000000019 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 0.26344707923655292 0.49844720496894418 0.41476388168137007 5.0050000000000008 4.8650000000000011 6.4750000000000005 0.99938118811881205 8.7300000000000022 0.48492424242424242 0.63176169590643283 2.5750000000000006 0.13079116179615108 0.68457101658255237 0.24165739710789766 2.5450000000000004 4.8950000000000005 0.79516317016317017 0.062895569620253167 0.040202020202020204 5.5000000000000009 0.61374887488748886 0.74891304347826104 decision_type=10 10 10 8 10 2 10 10 2 2 2 10 10 10 2 10 2 2 10 2 2 2 10 10 2 2 2 10 2 2 left_child=3 7 5 -1 13 -3 9 -2 -9 10 11 12 -7 -4 -15 -16 17 -11 19 -5 21 22 -21 -18 27 26 -26 -6 29 -29 right_child=1 2 4 18 24 6 -8 8 -10 16 -12 -13 -14 14 15 -17 23 -19 -20 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.0020028392092996446 0.00025097753024415202 -0.00081648561981963023 -0.00070526316556608138 0.0058852490742286184 -0.0086663812701402061 -0.0035056981103769825 -0.005665491066217475 0.0018609648151012746 -0.0052599830326828592 -0.0040006300076718682 -0.0055150753007593648 -0.0036584819028596324 0.00041394102899979239 0.0012770868981550954 -0.0045068330417847666 0.0095396337761149749 0.0018938347097848531 -0.0015219856386515414 0.0017166138569425808 0.0020826596768977993 0.00022222579838228999 0.00514773179589196 0.011141748432321526 -0.0016596394904730095 0.0087189597293328789 0.0036665019916441977 -0.0090447479534746106 0.014820844121075745 -0.0081130298073383966 -0.0031185861737174502 leaf_weight=2266.4842351060361 6064.3831909666769 1773.7895570574328 2384.7084829211235 835.78013703040779 135.59465736616403 578.24875780381262 371.87762357899919 100.53298203926533 205.31773817911744 739.02210963889956 567.00027673598379 1378.5449942336418 576.30273002898321 1490.7699227230623 136.01437807502225 12.659649662673472 257.30110601754859 1205.1641513621435 316.0395026570186 543.96373956464231 318.59309031069279 1518.1764480881393 45.396462405100465 463.0570885441266 10.173582835588602 65.643731803167611 56.508841040544212 15.939399448689072 41.159516157582402 16.117473083548248 leaf_count=43495 132693 38193 110483 22629 21110 31612 32819 2817 9153 53516 41513 106581 29117 57315 8169 217 7105 57090 5137 11699 6258 39584 461 20286 338 3251 9599 155 8622 163 internal_value=0 -0.00105826 -0.00165867 0.00334085 -0.000406622 -0.00234962 -0.00279278 9.87632e-05 -0.00291933 -0.00260746 -0.00321249 -0.00269709 -0.00154918 -6.7152e-05 0.000861034 -0.00331077 -0.00190352 -0.00246417 0.00418842 0.0044279 0.00392586 0.00448574 0.00278045 -0.000390392 -0.00441111 -0.00137329 -0.00633458 -0.00633622 -0.00202081 0.0058013 internal_weight=0 18645.8 12275.6 5844.43 4365.29 7910.31 6136.52 6370.23 305.851 5764.64 3100.1 2533.1 1154.55 4024.15 1639.44 148.674 2664.54 1944.19 3577.95 3261.91 2426.13 2107.54 589.36 720.358 341.137 132.326 66.6824 208.811 73.2164 32.0569 internal_count=911180 781917 637254 129263 219422 417832 379639 144663 11970 346820 208823 167310 60729 176184 65701 8386 137997 110606 85768 80631 58002 51744 12160 27391 43238 13188 9937 30050 8940 318 is_linear=0 shrinkage=0.01 Tree=416 num_leaves=31 num_cat=0 split_feature=5 4 1 2 2 5 1 2 2 4 4 4 5 1 4 1 2 2 1 1 0 1 2 5 5 4 2 5 5 2 split_gain=195.986 71.042 52.4396 47.4828 76.8424 37.5575 28.2425 25.7742 24.4816 21.0292 20.5262 19.3041 18.4246 22.5403 19.2023 18.1398 23.634 35.5624 22.6707 18.7117 18.0729 18.0101 23.6935 17.6961 17.5941 17.2306 22.076 16.9875 17.6175 18.3064 threshold=3.5000000000000004 2.5000000000000004 0.040202020202020204 0.50155279503105599 0.48492424242424242 31.500000000000004 0.13712060166532367 0.92890109890109895 0.34514106583072107 5.5000000000000009 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 0.51363749070171105 1.5000000000000002 0.25092592592592594 0.95260557053009898 0.94754041967664271 0.78596059113300509 0.80070921985815613 1.0000000180025095e-35 0.23271742593182543 0.63178947368421057 1.0000000180025095e-35 303.50000000000006 1.5000000000000002 0.87577160493827166 53.500000000000007 6.5000000000000009 0.80663489736070393 decision_type=2 10 2 2 2 2 2 2 2 10 8 10 2 2 8 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 left_child=3 2 24 4 8 15 11 20 -1 -10 21 25 14 -14 -6 16 17 -3 -17 -20 27 -8 23 -23 -2 26 -5 28 -4 -30 right_child=1 5 7 6 12 -7 10 -9 9 -11 -12 -13 13 -15 -16 18 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.00089737356772546227 0.0018309495385715668 0.00061314136268179377 -0.0019777334115798702 0.0060038161776750591 0.00049734552469174031 -0.0049989854821725858 -0.0021222747311224551 -0.0040776043710845991 -0.00091818610348626598 0.0075466382916149445 -0.0036518803331803918 -0.0024167109394871702 0.0033813081679991818 0.042750151933315612 0.0036336041859107043 -0.0040154263680007409 -0.0066554399038288008 0.019666854856981976 0.012512541530309056 -0.00038615730174393391 0.00080609291388567385 -0.00041267245824262293 0.00075854485941549178 -0.003253287320323896 -0.0058279555477789438 0.0031881003840281657 0.00037926803429491862 -0.0015811434179781997 2.0291222578945048e-05 -0.0026466005395748161 leaf_weight=5913.4036054913886 854.46207168186083 246.51512375706807 724.22727566445246 74.566013315692544 566.60603976529092 621.26784287160262 496.45623775571585 264.13699768157676 1121.0312078637071 30.137590843252838 202.76841488620266 149.5810292288661 1455.9866628353484 1.4557566568255413 297.84240164794028 394.66100532049313 42.81083100521937 10.200973996426908 12.639092345256357 102.08106571715325 573.71317557897419 867.66962963622063 1550.062362074852 293.48687769519165 31.085137434303761 382.02790498826653 1087.7561531951651 3147.1139031555504 2666.1870058453642 284.89376119105145 leaf_count=140019 19065 10248 29611 2650 12728 76930 17910 21226 40285 426 10881 4315 34034 19 8995 25444 3429 81 356 2799 19526 27177 42771 10679 1699 10165 23027 179660 118405 16620 internal_value=0 -0.00108705 -0.000741829 0.000734228 0.00115635 -0.00314987 -4.20209e-05 -0.00100817 0.00063764 -0.000696577 -0.000566252 0.00101343 0.00273459 0.00342063 0.00157793 -0.00172969 0.000223168 0.00137027 -0.00287801 0.00103493 -0.00089855 -0.000371199 -5.05561e-05 -0.00113065 0.0015621 0.00134566 0.000740098 -0.0010419 -0.00058015 -0.000237167 internal_weight=0 9976 8545.82 14490.8 9386.46 1430.18 5104.37 7660.27 7064.57 1151.17 3410.44 1693.93 2321.89 1457.44 864.448 808.908 299.527 256.716 509.381 114.72 7396.14 3207.68 2711.22 1161.16 885.547 1544.35 1162.32 6822.42 3675.31 2951.08 internal_count=911180 525099 405812 386081 236506 119287 149575 385048 180730 40711 109418 40157 55776 34053 21723 42357 13758 10329 28599 3155 363822 98537 80627 37856 20764 35842 25677 344296 164636 135025 is_linear=0 shrinkage=0.01 Tree=417 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 5 1 5 3 1 5 5 2 10 2 5 5 1 2 2 1 1 5 5 2 5 split_gain=6834.5 2615.54 464.957 189.726 108.321 52.616 47.9995 35.5314 24.4128 13.2279 13.2152 13.1546 22.0864 21.0029 13.1157 12.1678 11.7159 11.6833 10.5125 10.2378 10.0337 24.6276 9.45564 10.6621 10.3265 11.6108 9.81572 9.94675 8.30517 9.27945 threshold=0.0023884368129074005 0.99894970655441295 3.4846319977077662e-05 0.3781151175498963 0.99998754262924205 0.97252115607261669 0.00025326936156485003 4.0456557144352709e-06 0.026551560498774003 4.5000000000000009 0.11055555555555556 6.5000000000000009 23.500000000000004 0.87585616438356173 497.50000000000006 361.50000000000006 0.8185736677115989 0.99989646673202526 0.82274865591397861 204.50000000000003 309.50000000000006 0.34556677890011228 0.84654631083202525 0.99512183514182395 0.051836094939543158 0.14226190476190473 107.50000000000001 113.50000000000001 0.83939594356261027 17.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 7 8 17 11 16 -1 18 -10 -11 -5 13 -13 19 -7 -4 -3 -2 22 -19 -22 26 24 -24 -26 -14 -28 -8 -30 right_child=1 4 6 5 -6 15 28 -9 9 10 -12 12 14 -15 -16 -17 -18 20 -20 -21 21 -23 23 -25 25 -27 27 -29 29 -31 leaf_value=-0.0096281866987973069 -0.0013673731574984247 0.0060851445698670136 -0.0060948643817804937 0.0013543453312937995 0.010360790431893372 0.0041299437890529077 -0.0033563966250313507 -0.0077275579111995953 -0.00016603347376491849 0.0032035306632263384 0.00060134596801244417 0.006448177703534873 0.0019438265071424711 -0.011219406744003133 -0.0054251166060735887 -0.0029918319488335043 -0.0032902313385348493 0.0083872289227309924 0.00044349789477141527 0.0051342601940017173 -0.022081283709921368 0.0078164173818529598 0.011682115628276262 0.00038060409066589438 0.0023353820031157004 0.014242723158855065 -0.0099226589625655576 -0.0002279333143721746 -0.0026234896580032735 0.001802872476006148 leaf_weight=4063.6842594761401 1856.4665216729045 699.85822269693017 1039.8578420444392 2514.1650074236095 4052.9316667765379 1426.3851675502956 1433.34671350196 1297.6995380907319 2377.1342893689871 241.86692582443357 1010.6774923745543 180.05948340147734 584.2443486303091 6.989800699055194 22.995653383433819 24.400754921138287 173.8444906915538 452.0873432084918 387.4865189883858 106.87657850980759 3.7637040466070166 10.281806416809557 25.44333378970623 46.273946240544319 53.923627197742462 9.6553346738219243 11.623292185366152 118.24876046925783 157.17885065730661 67.78795691486448 leaf_count=469083 27853 10137 55542 13886 115548 12892 42158 101543 14733 1484 9845 863 2928 38 138 124 9379 9647 4966 583 30 106 117 211 267 50 62 627 3963 2377 internal_value=0 0.00375755 -0.00742886 0.000992511 0.00958806 0.0023973 -0.00418201 -0.00916815 -0.000234731 0.000272176 0.00110383 0.00176154 0.00263929 0.00578796 0.00203787 0.00401016 -0.00569314 0.00690208 -0.00105467 0.00221733 0.00812863 -0.000195118 0.00185031 0.00427428 0.00629823 0.00414367 0.00139107 -0.00109559 -0.00307603 -0.00128972 internal_weight=0 16223.8 8233.4 11004.9 5218.92 5131.29 2872.02 5361.38 5873.63 3629.68 1252.54 3680.5 1166.33 187.049 979.285 1450.79 1213.7 1165.99 2243.95 956.289 466.133 14.0455 849.413 135.296 89.0223 63.579 714.116 129.872 1658.31 224.967 internal_count=911180 227135 684045 91667 135468 32786 113419 570626 58881 26062 11329 19770 5884 901 4983 13016 64921 19920 32819 4845 9783 136 4262 645 434 317 3617 689 48498 6340 is_linear=0 shrinkage=0.01 Tree=418 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 9 9 9 10 10 9 1 9 10 10 9 9 10 9 9 9 9 2 3 9 9 9 9 1 2 split_gain=6737.61 2597 465.357 186.125 109.122 63.3932 60.2556 55.9734 35.7796 31.9145 25.6175 25.2095 27.6142 22.6113 21.9195 19.8507 18.2998 17.4134 15.4767 14.5757 26.3113 19.3573 14.4539 34.7711 15.293 17.1785 15.5854 20.0273 13.8704 15.3122 threshold=0.0023884368129074005 0.99894970655441295 3.4846319977077662e-05 0.3781151175498963 0.99998754262924205 4.8650000000000011 5.285000000000001 5.2550000000000008 4.0456557144352709e-06 0.00032736793218645006 3.2050000000000005 0.88956639566395668 6.1150000000000011 0.94052824378013633 0.98755538463592529 6.0750000000000011 3.9350000000000005 0.0089773964136838514 5.2950000000000008 2.5450000000000004 2.5750000000000006 2.4350000000000005 0.27320574162679429 27.500000000000004 5.4750000000000005 5.5150000000000006 5.5050000000000008 5.495000000000001 0.59921259842519692 0.54907627791000813 decision_type=2 2 2 2 2 10 8 8 2 2 10 2 10 2 2 10 10 2 10 8 8 10 2 10 10 10 8 10 2 2 left_child=2 3 8 5 10 17 9 14 -1 -4 -3 13 -13 -9 -5 -10 -11 -2 -12 21 -21 -19 23 -7 -24 26 27 28 29 -26 right_child=1 4 6 7 -6 22 -8 11 15 16 18 12 -14 -15 -16 -17 -18 19 -20 20 -22 -23 24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0096222322080172992 -0.0025168174675155369 0.0086298601168013911 -0.0064922299343756007 0.0012221188149229528 0.01035374938774686 -0.0054160939514166914 -0.0021175601214008109 0.0030484974140027698 -0.0081012078232460434 -0.0051688306322310732 0.003701072494731525 0.003998352882922533 -0.0039321658468983653 0.005346404572371218 0.0035060495998278213 -0.0037938253172183603 -0.0023888121962517923 -0.0016386327097592354 0.0068104758777687681 0.0071983523947838877 -0.00059364761206862396 -0.0080730664903858121 0.00071334196686555543 0.0008132609570618021 -0.006946791557197061 0.0022340793974472122 0.018914321259371255 -0.005413571482559134 0.031194425396574396 0.015534661358142066 leaf_weight=4025.7271736213006 688.21487619541585 483.14849504083395 944.49013154767454 2730.9545590728521 4015.3194155115634 109.2983490806073 962.43032913235947 931.585678961128 1170.367597178556 518.50726273376495 260.06274565309286 89.985854990780354 85.74271871522069 792.48923894762993 496.62386415712535 117.7563754580915 435.79529758635908 335.98921417444944 416.34479565732181 44.144673280417919 2364.5219214241952 54.312299661338329 1058.2355762729421 497.31219793111086 4.6846389938145903 681.69841903075576 11.380072332918642 11.040188690647485 3.0655754953622809 8.5756101049482805 leaf_count=469083 9502 12835 51424 13974 115548 982 31416 5406 92078 10339 2179 954 801 7451 4200 9465 20240 1547 4906 201 18006 262 17055 4313 71 6474 126 156 44 142 internal_value=0 0.0037314 -0.00740734 0.000983043 0.0095734 -0.000232433 -0.0041559 0.00237515 -0.00915807 -0.00518906 0.00687118 0.00373699 0.000128839 0.00410475 0.00157354 -0.00770744 -0.0038993 -0.00109173 0.00561498 -0.000741328 -0.00045084 -0.00253401 0.00102382 -0.000309137 0.00147842 0.00260222 0.00907922 0.00498933 0.0120242 0.00759232 internal_weight=0 16174.7 8175.07 10999.9 5174.88 5872.47 2861.22 5127.38 5313.85 1898.79 1159.56 1899.8 175.729 1724.07 3227.58 1288.12 954.303 3487.18 676.408 2798.97 2408.67 390.302 2385.29 606.611 1778.68 720.445 38.7461 27.366 16.3258 13.2602 internal_count=911180 227135 684045 91667 135468 58881 113419 32786 570626 82003 19920 14612 1755 12857 18174 101543 30579 29518 7085 20016 18207 1809 29363 5295 24068 7013 539 413 257 213 is_linear=0 shrinkage=0.01 Tree=419 num_leaves=31 num_cat=0 split_feature=4 2 2 2 2 3 2 0 4 3 2 3 0 0 7 2 1 0 2 2 2 4 3 2 2 3 2 2 1 1 split_gain=144.738 56.5276 54.184 82.733 64.2672 60.0917 56.3132 21.2979 40.9838 20.6281 20.3469 22.3872 28.275 19.8728 19.5484 18.1736 59.7546 17.9864 17.3061 16.4982 24.2079 25.0397 15.9953 14.9563 21.3921 19.6409 18.7087 25.6993 14.9534 14.4286 threshold=2.5000000000000004 1.0000000180025095e-35 0.50155279503105599 0.49341991341991348 0.25108695652173912 27.500000000000004 0.97156334231805941 1.0000000180025095e-35 1.5000000000000002 25.500000000000004 0.92890109890109895 27.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.31281565656565663 0.68438714235252573 1.0000000180025095e-35 0.87439320388349528 1.0000000180025095e-35 0.24165739710789766 1.5000000000000002 11.500000000000002 0.74478940512375169 0.76103179753406891 27.500000000000004 0.68457101658255237 0.64262062440870393 0.30735492577597845 0.80810147299509005 decision_type=10 2 2 2 2 8 2 2 10 10 2 8 2 2 2 2 2 2 2 2 2 10 10 2 2 10 2 2 2 2 left_child=2 -2 3 4 5 14 10 8 -5 -10 11 -4 18 19 -1 17 22 -6 -13 -7 -21 -22 -17 26 -25 -26 27 -3 -29 -15 right_child=1 23 6 7 15 13 -8 -9 9 -11 -12 12 -14 29 -16 16 -18 -19 -20 20 21 -23 -24 24 25 -27 -28 28 -30 -31 leaf_value=-0.0014134841942130458 0.00096489359768424561 -0.0037242479924389144 0.00048837512210712897 -0.00033497298467828352 -0.0035581964962917907 0.0026469360030500089 0.0013513314252409246 0.003063540932727999 0.006559044437348103 0.0020906941869328704 -0.0027749539501444021 -0.001221603356443185 0.00094859731452995159 0.00027799527367365965 0.010213451731901925 -0.0034729775707754086 0.01776408150865429 0.0024410661860172619 0.0011059239818350356 -0.00092963728355051995 0.0035652451148232523 -0.0015627638419179692 -0.00046738650128321077 0.0019691005016488653 -0.0054522290960994715 -0.0014462432134243397 -0.0065998964266834152 0.054851157151250468 0.00032269959221686579 0.0021966633960991528 leaf_weight=1038.9566074940376 445.4513909779489 1014.8658575289883 1720.6276547145098 675.30376747995615 371.89144593384117 1535.3609717627987 1729.795338481199 1487.5884168688208 150.09074259037152 331.51482638670132 421.16621626820415 4917.9291623635218 798.99819585913792 1738.2131764790975 14.66454762034118 189.27188677107915 17.707376651465893 57.732530208304524 341.64813724625856 391.83822711184621 402.4929417562671 124.72847903287038 2745.3346866792999 124.69675611425191 170.76314734481275 432.03763068187982 177.99219472380355 0.5044190613552918 168.70847628917545 506.0516818719916 leaf_count=32037 9972 71615 82403 20436 18237 24875 36352 33938 5485 10757 27221 215745 20430 39120 817 11686 268 1614 14809 15106 11611 3147 112837 4306 18935 25226 19237 27 10115 12816 internal_value=0 -0.00226931 0.000255811 0.000714528 0.000263582 0.000906744 -0.000288301 0.00227212 0.0012545 0.00348324 -0.000634166 -0.000518264 -0.000804148 0.00139074 -0.00125166 -0.000830367 -0.000550725 -0.00275202 -0.00107041 0.00201261 0.000952928 0.00235208 -0.000661237 -0.00295877 -0.00180115 -0.00258107 -0.00357708 -0.00312268 0.000485247 0.000710629 internal_weight=0 2535.02 21708.9 11778.7 9134.24 5752.31 9930.16 2644.5 1156.91 481.606 8200.37 7779.2 6058.58 4698.69 1053.62 3381.94 2952.31 429.624 5259.58 2454.42 919.06 527.221 2934.61 2089.57 727.498 602.801 1362.07 1184.08 169.213 2244.26 internal_count=911180 159433 751747 354787 284171 139529 396960 70616 36678 16242 360608 333387 250984 106675 32854 144642 124791 19851 230554 54739 29864 14758 124523 149461 48467 44161 100994 81757 10142 51936 is_linear=0 shrinkage=0.01 Tree=420 num_leaves=31 num_cat=0 split_feature=9 9 9 9 9 1 0 0 2 1 1 9 2 0 0 1 1 1 9 2 9 3 9 2 2 3 1 9 3 1 split_gain=814.877 121.078 103.166 64.4133 56.2423 50.4613 58.0632 48.7585 26.1187 48.5472 37.7372 31.4286 23.8101 41.2507 29.3726 24.5554 23.6728 27.7619 22.5601 27.4705 22.0883 19.7089 19.5452 18.6602 41.2254 18.5995 18.4035 18.0378 17.5302 17.5108 threshold=2.6750000000000003 4.3750000000000009 5.5050000000000008 2.5450000000000004 9.1600000000000019 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.67403517342452379 0.14337101747173689 0.84680573663624525 2.5750000000000006 0.16749174917491746 1.0000000180025095e-35 1.0000000180025095e-35 0.88956639566395668 0.51869322152341024 0.98936170212765973 6.4750000000000005 0.99938118811881205 8.7300000000000022 29.500000000000004 2.1250000000000004 0.66349106014087067 0.62453007518796999 19.500000000000004 0.48581488933601619 6.6750000000000007 29.500000000000004 0.50144508670520238 decision_type=10 10 10 8 10 2 2 2 2 2 2 8 2 2 2 2 2 2 10 2 10 10 10 2 2 8 2 10 10 2 left_child=3 16 5 22 18 6 -3 8 10 -10 23 -12 14 -14 -7 -16 26 -18 -4 -20 27 -6 28 24 -5 -13 -2 -21 -1 -15 right_child=1 2 4 7 21 12 -8 -9 9 -11 11 25 13 29 15 -17 17 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0041405874425819011 0.00013475728850944935 0.0010560005184289075 -0.00066968506025763671 0.0047769809846420165 -0.0056889080899923498 0.001580413119762137 -0.0025738060751045043 0.0056550799820178641 0.0048096696311925938 -0.0014993644655424236 0.010861813734878123 -0.0031133607375245891 -0.003242100103704322 1.5463143696968189e-06 0.0061059892680940669 -0.0056074571384893577 -0.0015487798587705318 0.0016081296567423257 0.0012714331747170366 0.0073668478714302398 0.0094805683519501634 1.2405604854736828e-05 0.00074119735410524868 0.0093291934534278764 -0.0028393681817057426 0.0017724832920748624 0.0016778957029065151 -0.0055878147698886979 0.0018181705983616964 -0.0037935604653267798 leaf_weight=513.44640208594501 3607.7191134430468 856.02131760679185 2363.9540916094556 1172.3528642673045 253.3040786315687 264.73367609176785 908.29081400297582 1298.5821326319128 213.17081547901034 285.06707519385964 30.64515658095479 110.61076217889786 4885.552725114394 615.69214442605153 20.803016147576272 128.11205648537725 1374.5564760142006 349.36521962750703 1476.2916679289192 11.783236769959329 12.43803011253476 79.714756090193987 840.62063687294722 78.921168111264706 75.653683818876743 263.59172457270324 983.53577911155298 122.34834847552702 885.627865428105 151.49378658551723 leaf_count=10469 82929 13712 110483 30566 36904 8757 24481 36177 5045 5036 318 1486 339995 19593 505 4781 37040 5776 57315 143 217 6334 15224 1221 1162 4757 18918 8026 17802 6008 internal_value=0 -0.00103303 -0.00161681 0.00327275 -0.000376188 -0.0023012 -0.000812671 0.00411465 0.00321762 0.00119995 0.00379811 0.00112562 -0.00273411 -0.00290358 -0.00041816 -0.00397112 9.016e-05 -0.000909009 -4.64114e-05 0.000861485 -0.00326763 -0.00432418 0.00194636 0.00461349 0.00431528 0.000328273 0.000465327 -0.00444977 0.00267047 -0.000747861 internal_weight=0 18465.7 12150.5 5768.29 4319.83 7830.7 1764.31 3528.6 2230.01 498.238 1731.78 404.848 6066.39 5652.74 413.649 148.915 6315.18 1723.92 3986.82 1622.86 146.57 333.019 2239.69 1326.93 1248.01 374.202 4591.25 134.132 1399.07 767.186 internal_count=911180 781917 637254 129263 219422 417832 38193 85768 49591 10081 39510 6561 379639 365596 14043 5286 144663 42816 176184 65701 8386 43238 43495 32949 31728 6243 101847 8169 28271 25601 is_linear=0 shrinkage=0.01 Tree=421 num_leaves=31 num_cat=0 split_feature=9 9 5 9 9 9 0 1 1 1 9 5 5 9 5 5 1 1 1 1 1 5 9 1 5 5 1 5 1 1 split_gain=799.797 114.023 137.126 85.8692 65.7128 60.9668 42.6764 40.1785 39.9427 47.3281 36.6311 32.8264 29.9812 29.3054 28.498 40.2544 26.8642 29.747 20.0479 49.0765 19.7895 19.4473 18.9609 28.442 26.5234 22.3002 26.1459 23.4516 21.0739 20.6921 threshold=2.7350000000000008 4.3750000000000009 53.500000000000007 5.4850000000000012 1.3750000000000002 5.8550000000000013 1.0000000180025095e-35 0.98936170212765973 0.028778467908902653 0.37053001277139214 5.8750000000000009 107.50000000000001 25.500000000000004 9.1600000000000019 17.500000000000004 3.5000000000000004 0.51869322152341024 0.98936170212765973 0.31296641791044782 0.14337101747173689 0.20701970443349751 37.500000000000007 7.5550000000000006 0.40056497175141254 164.50000000000003 89.500000000000014 0.69282051282051293 95.500000000000014 0.6802061855670104 0.59921259842519692 decision_type=10 10 2 10 10 10 2 2 2 2 10 2 2 10 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 left_child=4 16 3 12 6 -4 7 18 -7 10 11 20 -3 21 15 -15 -2 -18 19 -1 -10 -5 23 -11 29 26 -24 28 -27 -25 right_child=1 2 5 13 -6 8 -8 -9 9 22 -12 -13 -14 14 -16 -17 17 -19 -20 -21 -22 -23 25 24 -26 27 -28 -29 -30 -31 leaf_value=0.0048098998962620874 0.00046845730785291138 -0.0015969250985031318 -0.0048842803620206847 0.00022536622006708143 0.0018548447741226332 0.0037980069677862518 0.0054159143724713896 0.0001705377304069983 0.050933265408902154 0.0071548362760716746 -0.0061431965484324271 -0.007114452957394499 -0.0043702768385939844 -0.0048060571889527179 -0.0079876459259666608 0.0054488270887660577 -0.0016937979137622266 0.0016078196353117803 0.0045006646992801682 -0.00079247035682571143 -0.010246012421730864 0.0033789211692479603 -0.0055767085162948963 -0.0039317977350415492 -0.0068324994321997349 0.018631880657472347 0.032531732441126095 0.007047582542952683 0.095013399378923877 0.0055016027467669195 leaf_weight=351.79252687096596 4503.8089577709325 5987.8939473088831 1595.1150689809583 3006.4136977829039 2259.2094366243109 125.02547691017389 1374.7671125270426 370.4730490706861 2.7626693537458773 33.743048648349941 254.67994524957612 2.7666279268451035 416.93906073644757 96.203663917258382 81.659158117137849 63.573238556273282 1328.8391898623668 343.4155661566183 1260.6492545064539 281.46389249805361 0.6538551696576177 209.15408351318911 25.547904228325937 45.807687601074576 86.640151893254369 0.99421768682077416 1.9368577185086895 51.610199230723083 0.5673419632948935 47.223445881623775 leaf_count=9581 100447 249628 157736 104978 41396 3357 39037 6277 38 1767 30654 263 34414 10093 12425 3040 36215 5679 30362 4932 81 10073 2834 3951 8983 36 28 1225 22 1628 internal_value=0 -0.00103957 -0.00160245 -0.00109192 0.00319446 -0.00381549 0.00402611 0.00318232 -0.0013082 -0.00245862 -0.00555931 0.0184905 -0.00177746 0.000178199 -0.0031819 -0.000725767 6.65808e-05 -0.00101578 0.00377146 0.00231981 0.0392248 0.000430487 0.000291929 -0.0012691 -0.00285116 0.00442236 -0.0028912 0.00820278 0.0463826 0.000856682 internal_weight=0 18313 12136.9 9861.84 5898.36 2275.07 3639.15 2264.38 679.959 554.934 260.863 6.18315 6404.83 3457 241.436 159.777 6176.06 1672.25 1893.91 633.256 3.41652 3215.57 294.071 213.414 179.671 80.6565 27.4848 53.1718 1.56156 93.0311 internal_count=911180 779595 637254 424651 131585 212603 90189 51152 54867 51510 31036 382 284042 140609 25558 13133 142341 41894 44875 14513 119 115051 20474 16329 14562 4145 2862 1283 58 5579 is_linear=0 shrinkage=0.01 Tree=422 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 9 9 9 10 10 10 9 9 9 9 10 9 10 1 1 9 4 2 1 9 9 2 1 9 9 split_gain=6615.45 2568.2 464.438 183.166 109.928 65.0859 59.0726 54.8222 36.0228 31.7642 29.4854 26.7808 25.323 19.8788 18.6365 18.069 27.1499 17.1072 15.586 28.0515 15.2123 15.1831 20.3212 15.0889 20.2357 18.4534 14.7133 14.6129 25.6575 14.7674 threshold=0.0023884368129074005 0.99894970655441295 3.4846319977077662e-05 0.3781151175498963 0.99998754262924205 4.8650000000000011 5.285000000000001 4.8650000000000011 4.0456557144352709e-06 0.00032736793218645006 0.8784809708595277 4.9150000000000009 3.2050000000000005 6.0750000000000011 3.9350000000000005 0.98755538463592529 4.0250000000000012 0.026551560498774003 0.52404068423485917 0.78596059113300509 5.2950000000000008 1.5000000000000002 0.27320574162679429 0.65858556175923211 5.2750000000000012 4.8950000000000005 0.25108695652173912 0.88956639566395668 6.1150000000000011 5.5150000000000006 decision_type=2 2 2 2 2 10 8 8 2 2 2 10 10 10 10 2 10 2 2 2 10 10 2 2 10 10 2 2 10 10 left_child=2 3 8 5 12 17 9 15 -1 -4 26 -12 -3 -10 -11 18 -17 -2 -5 -20 -14 22 -7 24 25 -24 -9 29 -29 -13 right_child=1 4 6 7 -6 21 -8 10 13 14 11 27 20 -15 -16 16 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.009614513790029618 -0.0019846498830679861 0.0085992318569378286 -0.00646302628690704 0.0013236646283697668 0.010346841791937306 -0.00021407819330036983 -0.0021113605830545795 0.00048234152010782216 -0.0080799474083134721 -0.005150526349762736 0.0069591386651162912 0.0028129447419644282 0.0036900688051194402 -0.0037562214002535405 -0.002338254890600988 0.0049213471642723531 -0.0013862272629838448 -0.00054541994101715374 -0.0024588842320211854 0.0025375934048043505 0.0067773988550445764 -0.00014876145819190569 0.0063621910722311548 0.0068496134934419263 0.0032660588566648498 -2.8196246969963278e-05 0.0028113992352329403 0.005894282448664117 -0.0035407497125432494 0.0050469538014927331 leaf_weight=3972.3443126147613 1346.2039424004033 476.7346005756408 937.47911450080574 1329.1485371924937 3961.3124531824142 456.75212638266385 960.99599130731076 375.71480281278491 1159.0320575721562 516.8677683705464 283.51023526489735 605.31489302963018 259.67275601997972 117.07558507658541 433.08325011283159 256.09200164303184 93.030705995857716 2136.7665896844119 328.30777754634619 170.83242546021938 414.12638102285564 737.30230573471636 49.881646217778325 67.779329324141145 589.15257547609508 480.23278524540365 975.39612443372607 48.117397680878639 71.875504113733768 578.84991577267647 leaf_count=469083 15762 12835 51424 7067 115548 3778 31416 2040 92078 10339 5066 2943 2179 9465 20240 2921 480 13756 1670 976 4906 11459 600 886 5828 6812 5172 294 736 3421 internal_value=0 0.00370155 -0.00738057 0.000975777 0.00955653 -0.000230617 -0.00412957 0.00235852 -0.00914495 -0.00515715 0.00324955 0.00417358 0.00683549 -0.00768327 -0.00386841 0.00115593 0.00324057 -0.0011017 0.000757856 -0.000748823 0.00558759 0.00104356 0.00157836 0.00226805 0.00199061 0.000573114 0.00216374 0.00356803 0.000242717 0.00390499 internal_weight=0 16092.1 8096.88 10980.3 5111.85 5864.07 2848.43 5116.19 5248.45 1887.43 2938.78 1587.67 1150.53 1276.11 949.951 2177.41 349.123 3482.97 1828.29 499.14 673.799 2381.1 1643.8 1187.05 1119.27 530.114 1351.11 1304.16 119.993 1184.16 internal_count=911180 227135 684045 91667 135468 58881 113419 32786 570626 82003 19672 12460 19920 101543 30579 13114 3401 29518 9713 2646 7085 29363 17904 14126 13240 7412 7212 7394 1030 6364 is_linear=0 shrinkage=0.01 Tree=423 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 9 9 9 10 10 10 0 9 9 5 2 5 9 9 9 9 9 10 9 10 9 10 4 5 9 split_gain=6521.44 2549.94 464.754 179.71 110.671 63.7976 58.5334 53.8206 36.2721 31.6164 29.1299 27.3773 26.6118 25.4027 22.0259 27.3304 20.8986 28.6705 20.3467 19.8506 18.5462 18.5183 21.53 18.4383 17.7866 26.7402 16.9082 15.406 20.3283 14.7558 threshold=0.0023884368129074005 0.99894970655441295 3.4846319977077662e-05 0.3781151175498963 0.99998754262924205 4.8650000000000011 5.285000000000001 4.8650000000000011 4.0456557144352709e-06 0.00032736793218645006 0.8784809708595277 1.0000000180025095e-35 4.9150000000000009 3.2050000000000005 142.50000000000003 0.6586800573888093 14.500000000000002 5.995000000000001 4.9050000000000011 6.0750000000000011 5.2950000000000008 6.0250000000000012 9.4236969744088142e-05 3.9350000000000005 0.98755538463592529 4.0250000000000012 0.0089773964136838514 1.5000000000000002 164.50000000000003 2.5450000000000004 decision_type=2 2 2 2 2 10 8 8 2 2 2 2 10 10 2 2 2 10 10 10 10 10 2 10 2 10 2 10 2 8 left_child=2 3 8 5 13 26 9 24 -1 -4 -9 27 -12 -3 20 -16 -8 -18 -17 -10 -15 22 -19 -11 -5 -26 -2 28 -7 -28 right_child=1 4 6 7 -6 11 16 10 19 23 12 -13 -14 14 15 18 17 21 -20 -21 -22 -23 -24 -25 25 -27 29 -29 -30 -31 leaf_value=-0.0096084770825234211 -0.0024976073136312722 0.0085800797599683096 -0.0064376776830357479 0.00075044525025375747 0.010339862561145378 0.0025304477987733972 -0.003162974749007702 0.0021416600968783544 -0.0080616123421895208 -0.0051218172616694473 0.0069249400028193533 -0.0010449643042275845 0.0035370543350484872 0.0038589542961681542 0.0039808505629351544 0.0020067433201904172 -0.0022782047278106306 0.091216461036725677 -0.022035755380872421 -0.0037322777705341508 0.0074148157319900631 0.0033330029975708461 0.015413198028841918 -0.0023200227919988746 0.0048899729089651759 -0.0013716242191413044 -0.0025498099744374965 0.00025469314318968294 -0.0025904556093066296 -0.00045320638778492814 leaf_weight=3935.2773457919247 686.39242443908006 473.03929920308292 931.78736803214997 1827.8855739571154 3924.530687328428 1203.9700783714652 629.22326664905995 1351.3871734440327 1150.0962749891914 514.57881059404463 282.06849073059857 500.99834233522415 1302.4354389235377 236.77258338034153 34.195032052695751 5.8945072069764128 210.44755273824558 0.49325934657826964 8.7376702874898893 116.65053132874891 385.47631828486919 117.58322470262647 1.5586965410038827 432.12662849389017 255.16242785379291 93.080696783959866 390.1539019420743 594.85883345175534 82.853453747928143 2404.3522286750376 leaf_count=469083 9502 12835 51424 9713 115548 13233 15992 7212 92078 10339 5066 4714 7394 2029 220 43 10619 39 44 9465 4749 4693 73 20240 2921 480 1809 9908 1508 18207 internal_value=0 0.00367561 -0.00735892 0.000966436 0.00954203 -0.00022834 -0.00410368 0.00233686 -0.00913472 -0.00513 0.00322025 0.00103242 0.00414016 0.00680531 0.00555428 -0.000913161 -0.00209395 -5.61056e-05 -0.0123503 -0.00766294 0.00606177 0.00385274 0.0336352 -0.00384293 0.00114506 0.00321633 -0.00109133 0.00158553 0.00220073 -0.000745923 internal_weight=0 16044.2 8039.82 10975.6 5068.65 5863.58 2837.8 5112.02 5202.02 1878.49 2935.89 2382.68 1584.5 1144.12 671.076 48.8272 959.306 330.083 14.6322 1266.75 622.249 119.635 2.05196 946.705 2176.13 348.243 3480.9 1881.68 1286.82 2794.51 internal_count=911180 227135 684045 91667 135468 58881 113419 32786 570626 82003 19672 29363 12460 19920 7085 307 31416 15424 87 101543 6778 4805 112 30579 13114 3401 29518 24649 14741 20016 is_linear=0 shrinkage=0.01 Tree=424 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 5 5 3 1 5 1 5 10 5 5 1 4 5 4 1 4 5 5 10 4 4 split_gain=6428.63 2531.81 465.074 176.322 111.368 50.1966 47.1135 36.5214 23.2808 13.2551 13.2501 21.219 20.46 12.8266 12.4152 11.9394 11.9218 10.1733 10.0797 23.6855 8.77273 13.8614 8.49045 8.36045 8.15824 14.1032 10.8017 10.5026 9.91442 8.08364 threshold=0.0023884368129074005 0.99894970655441295 3.4846319977077662e-05 0.3781151175498963 0.99998754262924205 0.97252115607261669 0.00025326936156485003 4.0456557144352709e-06 0.026551560498774003 4.5000000000000009 6.5000000000000009 23.500000000000004 0.87585616438356173 497.50000000000006 0.11055555555555556 361.50000000000006 0.99989646673202526 204.50000000000003 309.50000000000006 0.34556677890011228 2.5000000000000004 103.50000000000001 4.5000000000000009 0.091372912801484213 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.8784809708595277 4.5000000000000009 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 10 2 10 2 8 2 2 2 8 10 left_child=2 3 7 8 16 10 -4 -1 -2 -10 24 12 22 17 23 -7 20 -13 -18 -20 -3 -22 -12 -11 25 27 -26 -5 -28 -16 right_child=1 4 6 5 -6 15 -8 -9 9 14 11 13 -14 -15 29 -17 18 -19 19 -21 21 -23 -24 -25 26 -27 28 -29 -30 -31 leaf_value=-0.0096024085164119147 -0.0010281670754580035 0.006336704069034184 -0.0055929239226592065 0.00024229896815776297 0.010332918985560475 0.0040199307752018121 -0.0029779786831768775 -0.0076425284256574971 -0.00016999431290611313 0.0027749375893764928 0.0067047323906184999 0.0017981053793933945 -0.011103137637915388 -0.0054023593676433028 0.00073908592239102793 -0.0030435108001510653 0.0082988105285035103 0.0050713412889156206 -0.021608620916706723 0.0076823747236899271 0.003754816131680922 -0.014906062993442937 -0.0059609158913844175 0.012723409623904804 0.0012878148776100324 0.0026618259057295162 -0.001923890119219445 0.0024416594170457886 0.0056629766990717667 -0.0057812097844567164 leaf_weight=3898.570665222127 2237.6534848501906 610.61531123146415 1189.0991896786727 746.54176424443722 3888.0788745395839 1412.153612177819 1638.2653644569218 1257.4761881786399 2374.3373605981469 233.45861864462495 174.19425544887781 848.44933516904712 7.0026670694351187 22.939999848604202 989.72246553003788 24.342896990478039 439.27777490951121 106.91875305771828 3.8062261529266825 10.049932219088076 69.685106402263045 4.2216978147625914 5.4585313498973838 8.7644084095954877 439.54545474052429 771.41643115133047 224.02589264512062 306.16870833933353 18.658931825309992 19.386399157345295 leaf_count=469083 32819 9253 64921 3813 115548 12892 48498 101543 14733 1392 834 4262 38 138 9671 124 9647 583 30 106 866 18 29 92 2380 4184 1265 2126 118 174 internal_value=0 0.00364977 -0.00733712 0.000957165 0.00952769 0.00231542 -0.00407774 -0.00912443 -0.000226074 0.000268953 0.00169532 0.0025765 0.00566625 0.00198699 0.00110183 0.00390023 0.00677574 0.00216443 0.00803392 -0.000363734 0.00594285 0.00268887 0.0063199 0.00313491 0.00128575 0.00163466 0.000352838 0.000881958 -0.00134057 0.000613822 internal_weight=0 15996.9 7983.41 10971.1 5025.73 5107.82 2827.36 5156.05 5863.32 3625.67 3671.32 1164.96 186.655 978.308 1251.33 1436.5 1137.66 955.368 453.134 13.8562 684.522 73.9068 179.653 242.223 2506.36 1824.13 682.23 1052.71 242.685 1009.11 internal_count=911180 227135 684045 91667 135468 32786 113419 570626 58881 26062 19770 5884 901 4983 11329 13016 19920 4845 9783 136 10137 884 863 1484 13886 10123 3763 5939 1383 9845 is_linear=0 shrinkage=0.01 Tree=425 num_leaves=31 num_cat=0 split_feature=9 9 9 9 9 2 3 9 9 9 1 1 9 2 1 9 2 1 2 1 3 9 9 1 2 2 9 3 3 1 split_gain=749.643 110.6 96.8228 61.9028 51.594 45.9116 27.3254 23.4344 38.4477 42.8143 22.5938 26.109 21.9989 23.864 21.6438 25.8771 23.9456 20.3106 20.3442 37.2979 27.3559 20.2537 19.7895 22.4558 46.6761 21.882 33.8354 21.0077 19.3244 18.9821 threshold=2.6750000000000003 4.3750000000000009 5.4850000000000012 2.5450000000000004 9.1600000000000019 0.16749174917491746 28.500000000000004 4.995000000000001 4.8650000000000011 4.8950000000000005 0.51869322152341024 0.98936170212765973 6.285000000000001 0.99938118811881205 0.35498944829665363 4.9850000000000012 0.66781609195402314 1.0000000180025095e-35 0.39415279556124627 0.60730974632843793 24.500000000000004 8.6950000000000021 2.5750000000000006 0.13079116179615108 0.68457101658255237 0.24165739710789766 2.5450000000000004 19.500000000000004 29.500000000000004 0.72245564892623726 decision_type=10 10 10 8 10 2 10 10 10 10 2 2 10 2 2 10 2 2 2 2 8 8 10 2 2 2 10 8 10 2 left_child=3 10 5 -1 12 6 -3 8 -7 -10 -2 -12 -4 -14 15 16 -11 -9 19 -19 -21 -15 23 -5 25 26 27 -25 -6 -22 right_child=1 2 4 22 28 7 -8 17 9 14 11 -13 13 21 -16 -17 -18 18 -20 20 29 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.001860555012443206 0.00045311050485690867 -0.00321435057260527 -0.0007184108601326043 0.0056857926696995088 -0.0055905035698004084 -0.0030423950879239869 1.8253704949919903e-05 -0.00092222868313028539 0.0025554619164615267 0.0045863846407298474 -0.0015231953357477549 0.0015575574646040783 0.0011273728148166017 -0.0039917603316756067 -0.0031758089178819207 0.0038327866334380727 -0.0027877561811707856 0.017797925387187351 -0.0038331789921443749 0.0025422031516075879 -0.0017261941203107923 0.0094274078794544334 0.0015895566394498884 -0.0016749678548320464 0.00013623658664211835 0.0049482194720149569 0.011016773212794354 0.0030381128393018038 0.00011822041779676361 -0.006072904205091165 leaf_weight=2200.9208191577345 4535.922367261257 334.71710954001173 2251.9588832547888 803.3801711127162 245.40549389785156 1434.5464523746632 1195.3298521456309 357.84361528651789 313.56868721172214 52.546564927324653 1356.1215706197545 345.09428017772734 1627.7669168785214 145.10019830521196 486.00880100624636 120.54628167999908 271.87056554667652 9.6029641618952137 2479.489966948051 104.49577644746751 312.08636572537944 12.192551404237745 308.65204236190766 123.42995221726596 310.35727929323912 1462.6828871313483 44.4926040135324 404.51984864287078 78.188686538953334 148.16365222772583 leaf_count=43495 101847 12027 110227 22629 36904 74258 28318 6969 12191 2355 37040 5776 63476 8319 28606 4113 13678 389 192858 5882 20154 217 5137 2126 6258 39584 461 9573 6334 9979 internal_value=0 -0.000995381 -0.00155754 0.00317151 -0.000369143 -0.00223754 -0.000688919 -0.00262656 -0.00192659 -0.000640429 8.45164e-05 -0.00089826 -6.11819e-05 0.000767951 -0.00171686 -0.00012334 -0.00159335 -0.00317623 -0.00344035 -0.00174449 -0.00207679 -0.00295157 0.00400601 0.00424287 0.00374864 0.00429953 0.00264201 0.00193624 -0.00421113 -0.00312549 internal_weight=0 18218.6 11981.4 5658.44 4360.61 7620.82 1530.05 6090.77 2679.09 1244.54 6237.14 1701.22 4037.02 1785.06 930.972 444.963 324.417 3411.68 3053.84 574.349 564.746 157.293 3457.51 3148.86 2345.48 2035.13 572.442 527.95 323.594 460.25 internal_count=911180 781917 637254 129263 225477 411777 40345 371432 135201 60943 144663 42816 182239 72012 48752 20146 16033 236231 229262 36404 36015 8536 85768 80631 58002 51744 12160 11699 43238 30133 is_linear=0 shrinkage=0.01 Tree=426 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 9 9 10 10 10 9 9 9 2 3 9 4 9 10 1 9 9 9 9 9 9 9 9 9 10 split_gain=6328.35 2508.74 464.757 173.299 112.122 78.2072 57.8232 41.7213 36.7654 31.3185 29.1229 25.5064 23.71 21.0273 36.9708 19.9692 19.0796 18.5085 18.4366 18.2071 22.1116 16.1837 15.2815 15.0836 14.7273 14.702 25.4683 23.5537 14.0163 13.4488 threshold=0.0023884368129074005 0.99894970655441295 3.4846319977077662e-05 0.51461192965507518 0.99998754262924205 4.8650000000000011 5.285000000000001 0.97252115607261669 4.0456557144352709e-06 0.00032736793218645006 8.4800000000000022 3.2050000000000005 3.3550000000000004 0.27320574162679429 27.500000000000004 6.0750000000000011 1.5000000000000002 3.9350000000000005 0.026551560498774003 0.65858556175923211 5.2750000000000012 8.2000000000000011 4.9250000000000007 5.2950000000000008 4.8950000000000005 2.5450000000000004 2.5750000000000006 2.4350000000000005 5.3150000000000004 0.00025326936156485003 decision_type=2 2 2 2 2 10 8 2 2 2 8 10 8 2 10 10 10 10 2 2 10 10 10 10 10 8 8 10 10 2 left_child=2 3 8 5 11 18 9 12 -1 -4 21 -3 -5 14 -7 -10 19 -11 -2 20 24 -9 -21 -13 -15 27 -27 -20 -22 -8 right_child=1 4 6 7 -6 13 29 10 15 17 -12 23 -14 16 -16 -17 -18 -19 25 22 28 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0095956271843617401 -0.0019529369895265802 0.0085396575673196123 -0.0063895120735049165 5.9502999044864591e-05 0.01032584162937695 -0.0052358599862093241 -0.0035328584650580249 0.0035016330212173348 -0.0080244291220476389 -0.0050805290375762228 0.0078985763731029713 0.0035915115428936852 0.0022497986744786621 0.0056373886356652862 0.00080527324282135028 -0.0036563306156680714 0.00034580577567152265 -0.0022640956153721528 -0.0013662628911475781 -0.008347079204159117 0.0084248987182466775 -0.0060770634104993157 0.0084233237265806879 0.0066832609715544071 0.00025410470025280052 0.007484946235815546 -0.00034641605191017581 -0.0089323765289922013 0.0029902003287305668 -0.0011009249605493081 leaf_weight=3856.5643345057033 1342.2742676194757 465.21136840060353 921.01468356931582 621.39738282561302 3845.2212307564914 123.7368406932801 373.42806696658954 1255.2550989035517 1132.0493099126033 511.27740399912 159.60018796101213 257.33846025541425 2414.9246317148209 56.065366435796022 558.74644734151661 115.32044696994126 652.48012330569327 429.20726425107569 294.44210489094257 5.8813200630247584 51.54793212749064 17.890073642134666 71.355908127501607 407.93659485317767 543.09945250861347 42.362846523523331 2103.5631120912731 47.827984638512135 597.68442594073713 581.47668885812163 leaf_count=469083 15762 12835 51424 3716 115548 1049 18271 9135 92078 10339 3674 2179 12725 628 4586 9465 10386 20240 1304 82 647 207 853 4906 7161 187 13893 213 5459 13145 internal_value=0 0.00362319 -0.00731351 0.000949817 0.00951191 -9.35574e-05 -0.00405254 0.00246526 -0.00911294 -0.00507879 0.00387182 0.0067434 0.00180154 0.00122349 -0.000290007 -0.00762059 0.00174567 -0.0037952 -0.00100836 0.00243469 0.00214319 0.00336703 0.00714632 0.00548733 0.000757832 -0.000498806 -0.000191817 -0.00242353 0.00342171 -0.00205196 internal_weight=0 15935.8 7920.34 10960.1 4975.71 6491.07 2816.4 4469.07 5103.93 1861.5 1432.75 1130.49 3036.32 2660.6 682.483 1247.37 1978.11 940.485 3830.47 1325.63 1248.4 1273.15 77.2372 665.275 599.165 2488.2 2145.93 342.27 649.232 954.905 internal_count=911180 227135 684045 91667 135468 62210 113419 29457 570626 82003 13016 19920 16441 30851 5635 101543 25216 30579 31359 14830 13895 9342 935 7085 7789 15597 14080 1517 6106 31416 is_linear=0 shrinkage=0.01 Tree=427 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 3 10 2 1 2 2 4 4 1 4 1 3 4 3 1 2 3 3 2 2 10 split_gain=6238.06 2559.45 387.104 186.658 112.859 48.6559 39.3271 33.1423 28.9457 13.7384 11.9916 11.2408 10.771 10.2723 10.0868 8.73724 8.56134 14.5749 8.20803 16.4219 9.59818 8.02285 7.75551 9.79606 11.596 7.5114 11.8095 11.1261 8.30156 7.39811 threshold=0.0016333823441527001 0.99894970655441295 2.9517374969145752e-05 0.3781151175498963 0.99998754262924205 0.97252115607261669 0.00017857718921725002 1.0372787642154437e-06 0.026551560498774003 42.000000000000007 0.99989646673202526 0.8185736677115989 0.51363749070171105 0.82274865591397861 0.8185736677115989 2.5000000000000004 2.5000000000000004 0.81291666666666684 1.5000000000000002 0.1676706827309237 29.500000000000004 4.5000000000000009 25.500000000000004 0.26344707923655292 0.7696153846153847 9.5000000000000018 5.5000000000000009 0.44136745607333844 0.53361581920903967 0.011652591172605703 decision_type=2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 10 8 2 10 2 10 10 8 2 2 10 10 2 2 2 left_child=2 3 7 8 10 12 11 -1 9 13 15 -4 22 25 -8 -3 -7 21 19 -15 -21 -18 23 24 -5 26 27 -2 29 -29 right_child=1 4 6 5 -6 16 14 -9 -10 -11 -12 -13 -14 18 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0098177605567404975 -0.0049159511131054772 0.0062703552180504709 -0.0063014125449983114 -0.0006931037005728051 0.010318963961034901 0.0041238140910433508 -0.0036937990993153595 -0.0081518036118733497 0.00026542382919755316 0.031450479445261713 0.0079849975573998196 -0.0033427602046481176 0.00077756554937157224 0.00073646219866729909 -0.0013911928226371468 0.0026162590588618669 0.0011359654011252112 -0.0076740126383898592 -0.002147947291250279 0.032139931794588343 0.0065490374024063849 0.0061383005878378818 0.0017823658931700162 0.0052613214610187833 0.0040123107812323859 -0.0013050962049643549 -0.0074646976093638451 0.0072246948394714796 0.00092065333279151679 0.030815282078830761 leaf_weight=2968.5838809912093 21.603671591728926 604.07803602144122 893.03326708683744 93.078855410218239 3809.4853104036301 1262.1419967059046 1320.1871100468561 1997.7499029105529 3624.4159527942538 1.2939488030970085 446.78134873136878 149.97996333055198 992.7408495657146 321.98394169472158 222.27711144834757 73.384936727583408 106.3425839394331 15.042676169425247 106.98887464404106 2.551505045965313 3.4437034744769335 45.899943178519607 2307.9498016685247 154.70000774413347 119.75922206044197 2021.9002498034388 50.382942993193865 3.7496213056147125 11.492309587076305 2.0595330595970154 leaf_count=378139 255 9253 52915 506 115548 11821 43960 185941 26062 7 9783 8928 5435 3946 7374 884 676 174 1918 45 66 345 12426 824 579 32304 751 68 223 24 internal_value=0 0.00349062 -0.00751403 0.000860911 0.00949733 0.00227701 -0.00437616 -0.00914762 -0.000308716 -0.00112558 0.00671324 -0.00587597 0.00166714 -0.00114214 -0.00336198 0.00587453 0.00384206 0.0017163 0.000257216 0.0010418 0.0174403 0.00264413 0.00199722 0.00334639 0.00195453 -0.00143044 -0.00426889 -0.000130245 0.00584548 0.0155883 internal_weight=0 16203.3 7551.81 11269.5 4933.73 5097.66 2585.48 4966.33 6171.87 2547.45 1124.24 1043.01 3668.23 2546.16 1542.46 677.463 1429.43 167.285 434.968 327.979 5.99521 152.243 2675.49 367.538 212.838 2111.19 89.2881 38.9051 17.3015 5.80915 internal_count=911180 233923 677257 98455 135468 32786 113177 564080 65669 39607 19920 61843 19770 39600 51334 10137 13016 1195 5975 4057 111 1021 14335 1909 1085 33625 1321 570 315 92 is_linear=0 shrinkage=0.01 Tree=428 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 5 5 10 5 5 2 2 5 2 5 2 5 2 2 2 6 5 5 5 2 5 split_gain=6150.3 2540.15 387.543 183.101 113.648 47.9723 39.0694 33.396 28.3951 13.0088 12.9674 11.996 11.7726 11.5988 11.8253 11.5562 11.5004 11.1789 10.1519 23.2184 10.1005 9.95919 9.8465 9.61513 9.03192 8.79264 8.60417 11.8697 9.12567 20.161 threshold=0.0016333823441527001 0.99894970655441295 2.9517374969145752e-05 0.3781151175498963 0.99998754262924205 0.97252115607261669 0.00017857718921725002 1.0372787642154437e-06 0.026551560498774003 4.5000000000000009 6.5000000000000009 0.99989646673202526 361.50000000000006 497.50000000000006 0.58637267904509294 0.59103465595178317 21.500000000000004 0.8185736677115989 309.50000000000006 0.6586800573888093 204.50000000000003 0.8185736677115989 0.82274865591397861 0.25108695652173912 1.0000000180025095e-35 14.500000000000002 162.50000000000003 154.50000000000003 0.8238526179702651 7.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 left_child=2 3 7 8 11 10 17 -1 22 -10 -5 -3 -7 14 16 -16 -12 -4 -13 -20 -18 -8 24 -22 -2 -19 27 28 29 -24 right_child=1 4 6 5 -6 12 21 -9 9 -11 13 18 -14 -15 15 -17 20 25 19 -21 23 -23 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0098138058502558034 -0.001413310738891344 0.005842199624760255 -0.0062756246988465193 0.0012450933991895135 0.010312119752413494 0.0039317790704532906 -0.0036687596006628282 -0.0081343105843357869 -0.00017234589194703104 0.0010875947030209541 0.003360688385995248 0.0082292867420917445 -0.0030858465181101634 -0.0038315269369456257 0.013429021305175029 0.0034416991263841955 -0.00044918438731595393 -0.0052334008735594037 0.0075819057836757795 -0.021440467691337558 -0.0095853033360913126 -0.0013790108398918555 -0.0036033713552101943 0.0055392626132828807 0.025987357199721423 -0.00024641679359058003 -0.0058451085871348389 0.028555532347573562 0.00031506732750214014 0.037986416759298883 leaf_weight=2940.2244181758724 2109.0614008186385 674.41607433930039 887.76238431874663 2502.733657989651 3774.0709858611226 1401.9478144329041 1315.9269452607259 1982.1041458542459 2373.0777663253248 1251.7310217153281 217.74324271827936 430.05280277505517 24.319836601614952 28.038516193628311 11.816814705729483 592.09673291444778 260.34893351793289 92.140009151771665 9.8826554380357248 3.8228587284684172 4.5871401876211158 221.99966830713674 2.7159616593271485 50.230891615152359 1.2036652304232109 57.365829746704549 21.958495092578232 1.5109613817185152 406.81956520862877 2.041842520236969 leaf_count=378139 33626 10137 52915 13886 115548 12892 43960 185941 14733 11329 1081 9647 124 164 62 2959 1316 4600 106 30 24 7374 51 278 6 4328 485 26 5375 38 internal_value=0 0.0034659 -0.00749306 0.000852724 0.0094825 0.00225593 -0.00434979 -0.00913751 -0.000305723 0.000262741 0.00165076 0.00668238 0.00381212 0.00252233 0.00267905 0.00363712 0.00159332 -0.0058496 0.00795927 -0.000513262 0.000372273 -0.00333823 -0.00111528 0.00427365 -0.00139768 -0.00331988 0.000254565 0.000578805 0.000476098 0.0142452 internal_weight=0 16156.2 7497.52 11264 4892.25 5093.86 2575.19 4922.33 6170.12 3624.81 3667.6 1118.17 1426.27 1164.86 1136.82 603.914 532.91 1037.27 443.758 13.7055 315.167 1537.93 2545.31 54.818 2110.27 149.506 435.047 413.088 411.577 4.7578 internal_count=911180 233923 677257 98455 135468 32786 113177 564080 65669 26062 19770 19920 13016 5884 5720 3021 2699 61843 9783 136 1618 51334 39607 302 33632 8928 5975 5490 5464 89 is_linear=0 shrinkage=0.01 Tree=429 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 9 9 9 10 10 10 9 9 0 10 1 9 9 9 10 9 9 9 9 9 1 9 9 1 1 split_gain=6063.64 2520.97 387.961 179.604 114.433 68.9817 52.6207 52.3644 33.6501 27.7569 26.5782 26.3 26.0658 24.1873 22.4552 18.3152 22.6685 17.5116 17.2058 19.3588 18.4246 15.179 14.3962 24.48 18.5804 14.3599 25.4183 14.4267 16.0143 17.0657 threshold=0.0016333823441527001 0.99894970655441295 2.9517374969145752e-05 0.3781151175498963 0.99998754262924205 4.8650000000000011 5.285000000000001 4.8650000000000011 1.0372787642154437e-06 0.8784809708595277 0.00019807765784200004 4.9150000000000009 3.2050000000000005 1.0000000180025095e-35 0.0089773964136838514 0.72245564892623726 5.0850000000000009 6.0750000000000011 4.455000000000001 0.97252115607261669 3.3550000000000004 5.2950000000000008 2.5450000000000004 2.5750000000000006 2.4350000000000005 0.88956639566395668 6.1150000000000011 5.5150000000000006 0.76506899055918665 0.35498944829665363 decision_type=2 2 2 2 2 10 8 8 2 2 2 10 10 2 2 2 10 10 10 2 10 10 8 8 10 2 10 10 2 2 left_child=2 3 8 5 12 14 10 18 -1 -9 -4 -11 -3 15 -2 -7 -17 -10 19 20 -5 -14 24 -24 -16 27 -27 28 29 -13 right_child=1 4 6 7 -6 13 -8 9 17 11 -12 25 21 -15 22 16 -18 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0098098348669237861 -0.0025683753920451458 0.0084887271258278704 -0.0067378210499418412 -0.00014490658027491393 0.01030530835247828 0.0017944097075813902 -0.00230561341143088 0.0020576321255217668 -0.0084333805870750352 0.0068108423574543145 -0.0042252680160707427 0.0036409910495058635 0.0034644368733672331 -0.00093194552908770268 -0.0016418288938209388 0.0038690380408505243 -0.0038089322563689782 -0.0053046150984865474 -0.00095236209448822118 0.0033005129246760617 0.0021836378352131413 0.0065857118332129797 0.0069308484031420335 -0.00058482509513513531 -0.0079553627106626508 0.0057611897956076222 -0.0036750731645514303 0.0048851379929665609 0.0094908313588043854 8.003536006952914e-05 leaf_weight=2912.1411561782006 879.55552116129547 455.78294202126563 756.8351654666476 776.25445513427258 3738.9756783153862 1790.6483278926462 859.35526650026441 1350.9085035920143 1767.5800022110343 276.70200406946242 948.82576281670481 351.8729412406683 254.42426958680153 523.45310734212399 335.74968269467354 54.781183906830847 129.00952570699155 199.02977241342887 355.97966495901346 431.74872318841517 604.36137809604406 401.94766166806221 44.150393463671207 2357.1671263668686 54.12801419198513 47.603471376001835 71.304955281317234 573.04090402647853 32.549390628933907 217.94098833203316 leaf_count=378139 12751 12835 46491 4405 115548 25499 31478 7212 165283 5066 35208 1841 2179 5239 1547 714 1450 20658 1734 4200 2775 4906 201 18006 262 294 736 3421 151 951 internal_value=0 0.0034412 -0.00747201 0.000844578 0.00946766 -0.000302744 -0.00432348 0.00223496 -0.00912735 0.00310869 -0.00534014 0.0040125 0.00665156 0.000979181 -0.00117508 0.00148585 -0.00152041 -0.00811674 0.00105758 0.00145236 0.000874408 0.00537584 -0.000736022 -0.000446643 -0.00251836 0.00341426 0.000102614 0.00374928 0.0026687 0.00227901 internal_weight=0 16110 7443.77 11258.9 4851.13 6168.64 2565.02 5090.27 4878.75 2921.92 1705.66 1571.01 1112.15 2497.89 3670.75 1974.44 183.791 1966.61 2168.34 1812.36 1380.62 656.372 2791.2 2401.32 389.878 1294.31 118.908 1175.4 602.363 569.814 internal_count=911180 233923 677257 98455 135468 65669 113177 32786 564080 19672 81699 12460 19920 32902 32767 27663 2164 185941 13114 11380 7180 7085 20016 18207 1809 7394 1030 6364 2943 2792 is_linear=0 shrinkage=0.01 Tree=430 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 3 5 3 4 5 5 10 5 2 5 2 2 5 2 2 4 5 2 2 2 4 split_gain=5978.12 2501.99 388.321 176.198 115.163 46.7662 38.6871 33.9058 27.5985 13.2994 12.6544 20.4438 13.5486 12.6477 12.37 12.089 11.5944 11.152 10.1434 22.6443 9.84757 9.84493 9.78878 8.95365 14.5456 14.05 10.451 10.1286 11.4207 8.76961 threshold=0.0016333823441527001 0.99894970655441295 2.9517374969145752e-05 0.3781151175498963 0.99998754262924205 0.97252115607261669 0.00017857718921725002 1.0372787642154437e-06 0.026551560498774003 42.000000000000007 6.5000000000000009 23.500000000000004 4.5000000000000009 4.5000000000000009 497.50000000000006 0.99989646673202526 361.50000000000006 0.8185736677115989 309.50000000000006 0.6586800573888093 0.8185736677115989 204.50000000000003 0.82274865591397861 0.84654631083202525 2.5000000000000004 107.50000000000001 0.99512183514182395 0.94754041967664271 0.8577380952380953 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 8 2 10 10 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 10 left_child=2 3 7 8 15 10 17 -1 9 22 -5 12 -12 -10 21 29 -7 -4 -17 -20 -8 23 -2 24 25 -13 27 28 -25 -3 right_child=1 4 6 5 -6 16 20 -9 13 -11 11 14 -14 -15 -16 18 -18 -19 19 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31 leaf_value=-0.0098058472799919839 -0.0013971011080087764 0.0061751022740779218 -0.0062275336180586819 0.0012166255080513233 0.010298529054429961 0.0038743915357516336 -0.0036190444193404713 -0.008099053561698228 -0.00016878727069200125 0.031001345594788426 0.0060859268978833286 0.0024533383055662435 -0.0071977823732761207 0.001073187591733569 -0.0053640738776481256 0.0081851607630071162 -0.0030907173485804013 -0.0032631453840559956 0.0075177896586718423 -0.021091162954220387 -0.0013368690731565048 0.004929241769794244 0.00025037822837916941 0.013957313016686391 -0.0030479390314878656 -0.0013194403501348563 0.00021334726405219804 0.011440238761040245 0.0021571336726477082 0.0024950553184779952 leaf_weight=2884.331459345296 2105.6630244841799 595.33825130015612 878.02071417728439 2501.139593552798 3704.1968467012048 1395.6921253371984 1307.4400868080556 1951.2722148359753 2373.0908091403544 1.2900362610816944 178.34171510487795 521.55740871652961 8.0235429480671865 1252.8205489963293 22.892139844596386 424.44138983637094 24.316036634147167 148.34705165727064 9.7781386077404004 3.8583571389317504 221.03902123542503 107.23927251249552 435.19074259977788 9.6744045689702016 70.415705069899559 121.7501110509038 46.105543181300163 25.245347931981087 53.887155294418335 72.658042464405298 leaf_count=378139 33625 9253 52915 13886 115548 12892 43960 185941 14733 7 857 2572 44 11329 138 9647 124 8928 106 30 7374 583 5975 50 415 630 211 117 267 884 internal_value=0 0.00341655 -0.00745096 0.000836477 0.00945302 0.00221437 -0.00429739 -0.00911712 -0.000299755 -0.00109863 0.00161761 0.00247839 0.00551403 0.000260338 0.00190038 0.00662145 0.00375512 -0.00579907 0.00791241 -0.000576926 -0.00328901 0.00207435 -0.00111493 0.00171359 0.00126701 0.00173932 0.00407612 0.00608155 0.00395318 0.00577482 internal_weight=0 16064.6 7390.45 11254.3 4810.27 5086.28 2554.85 4835.6 6168.06 2542.14 3666.27 1165.13 186.365 3625.91 978.767 1106.07 1420.01 1026.37 438.078 13.6365 1528.48 955.875 2540.85 848.636 713.723 643.308 134.912 88.8069 63.5616 667.996 internal_count=911180 233923 677257 98455 135468 32786 113177 564080 65669 39607 19770 5884 901 26062 4983 19920 13016 61843 9783 136 51334 4845 39600 4262 3617 3202 645 434 317 10137 is_linear=0 shrinkage=0.01 Tree=431 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 0 3 1 10 1 1 3 1 0 1 1 10 1 1 0 1 1 1 1 10 10 split_gain=5893.86 2515.31 351.623 180.766 115.932 46.1074 34.1609 32.9361 30.6045 13.3666 13.1884 12.7836 12.0952 10.4241 8.94389 7.38693 9.58981 14.2471 8.47618 7.4409 6.76915 6.34777 27.9416 10.6328 13.3726 10.127 8.42497 8.85685 6.76036 6.26587 threshold=0.0013712961226701001 0.99894970655441295 2.9517374969145752e-05 0.3781151175498963 0.99998754262924205 0.97252115607261669 1.0372787642154437e-06 0.00017857718921725002 0.015218299813568552 1.0000000180025095e-35 29.500000000000004 0.18773496240601503 0.99989646673202526 0.51363749070171105 0.16252188240140047 25.500000000000004 0.26344707923655292 1.0000000180025095e-35 0.22756041426927498 1.0000000180025095e-35 6.1143434777477532e-06 0.49184758529020828 0.41476388168137007 1.0000000180025095e-35 0.15018796992481201 0.23271742593182543 0.066767983789260368 0.12560679611650488 0.94052824378013633 0.51461192965507518 decision_type=2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 6 8 12 13 -1 -4 -2 11 -11 -10 -3 15 -9 16 18 -18 19 29 -8 22 23 24 -17 -26 -25 -28 -23 -5 right_child=1 4 7 5 -6 -7 20 14 9 10 -12 -13 -14 -15 -16 21 17 -19 -20 -21 -22 28 -24 26 25 -27 27 -29 -30 -31 leaf_value=-0.0098018427421233019 -0.0013173808796996265 0.0057426974395320953 -0.0057726560702068865 -0.0044803582096424113 0.010291781219137819 0.003725822218528011 -0.0086184467289398894 -0.0020455083604542005 0.001544596766638014 -0.0023061570417384166 -2.8455681555907355e-05 9.9606228903811536e-05 0.0078871257859251913 0.00072640894432906948 -0.0038816730669230114 0.0035556325480581986 0.0062410505622687859 -0.0032313188027733803 -0.0031612443352626836 0.0048424854356252985 -0.0074303905261014725 0.0023657137104402394 -0.0020167439772609537 3.2509915454022941e-05 -0.00091954828196073662 0.0020981816101512253 0.011165684150386082 0.002141591579507766 0.0062268544019622235 0.0019983318018369127 leaf_weight=2856.792718330631 2124.1194486906752 665.03140660375357 1020.7829598030075 18.309291891753674 3669.7319377474487 1416.8796330485493 1060.75544169778 359.55027098348364 853.45946680754423 371.80843562446535 803.75693847611547 2166.2078021168709 435.10401466675103 992.3217089921236 1011.7763431053609 556.08815847709775 136.56869705766439 17.967591796070337 28.96871729195118 84.352489642798901 875.3208130649291 310.1177707798779 203.423583753407 407.80710559338331 141.59930791705847 518.06231646239758 12.14610869809985 104.01452639326453 53.112102963030338 80.83900461345911 leaf_count=378139 36629 10137 61843 82 115548 13016 113701 10045 5637 2268 4728 19771 9783 5435 37925 2831 726 98 156 400 72240 1798 1023 2388 695 2629 60 577 425 447 internal_value=0 0.00334067 -0.00754398 0.000789845 0.00943818 0.00219383 -0.00910684 -0.00441262 -0.000339366 0.000155819 -0.000748848 0.000508009 0.00659082 0.00160168 -0.00340025 0.00192658 0.00324432 0.00513972 0.00186572 0.00265932 -0.00808131 0.00171689 0.00149007 0.00190011 0.00241335 0.00145041 0.000709269 0.00308518 0.0029303 0.00080194 internal_weight=0 16171.8 7184.98 11401.9 4769.87 5082.58 4792.87 2392.11 6319.35 4195.23 1175.57 3019.67 1100.14 3665.7 1371.33 2673.38 367.006 154.536 212.47 183.501 1936.08 2306.37 1943.14 1739.72 1215.75 659.662 523.968 116.161 363.23 99.1483 internal_count=911180 237287 673893 101819 135468 32786 564080 109813 69033 32404 6996 25408 19920 19770 47970 14335 1909 824 1085 929 185941 12426 10203 9180 6155 3324 3025 637 2223 529 is_linear=0 shrinkage=0.01 Tree=432 num_leaves=31 num_cat=0 split_feature=9 9 5 9 9 9 2 1 9 5 5 5 9 5 5 3 5 1 9 3 5 9 9 9 9 9 1 5 2 3 split_gain=670.636 99.5191 120.162 75.5534 65.9837 58.923 39.0533 45.5067 36.0232 32.0738 30.4201 27.3208 23.9738 27.1039 36.7955 21.5972 20.7132 20.1031 33.0927 20.0295 19.3048 20.7292 18.6836 18.3837 29.1593 32.1713 18.1183 32.3996 40.172 18.0883 threshold=2.6250000000000004 4.3750000000000009 53.500000000000007 5.4850000000000012 2.5450000000000004 5.8550000000000013 0.97385509227614497 0.37053001277139214 5.8750000000000009 30.500000000000004 107.50000000000001 25.500000000000004 9.1600000000000019 17.500000000000004 15.500000000000002 29.500000000000004 37.500000000000007 0.75110619469026563 2.5750000000000006 19.500000000000004 212.50000000000003 4.0850000000000009 2.1250000000000004 4.7650000000000006 4.8950000000000005 4.8650000000000011 0.21458087367178272 1.0000000180025095e-35 0.80066225165562932 24.500000000000004 decision_type=10 10 2 10 8 10 2 2 10 2 2 2 10 2 2 10 2 2 8 8 2 10 10 10 10 10 2 2 2 10 left_child=4 20 3 11 22 -4 7 8 10 17 -7 23 16 14 -14 -11 -5 -6 -19 -20 -2 -22 -1 -3 25 -25 27 -26 -29 -27 right_child=1 2 5 12 9 6 -8 -9 -10 15 -12 -13 13 -15 -16 -17 -18 18 19 -21 21 -23 -24 24 26 29 -28 28 -30 -31 leaf_value=0.002474930983540916 -4.5936537147870395e-05 -0.0027158809161516666 -0.0046788044903287116 0.00023351057480522981 0.0047541721926634131 0.038021706830225342 0.0040635154600479895 0.00050508521428685687 -0.0059662258767933978 0.0045945965287694217 -0.0069787077918183546 -0.0041786351105341226 -0.0037492541183010448 -0.0078092831710814938 0.0070051703151294857 -0.0010469510956234744 0.003537173081678988 0.011070370491216966 -0.0016347498892510992 0.0030251968740665504 0.0033613591104879586 -0.0041261698162936532 0.00054211044796810396 -0.0015205159503140745 -0.0019867829934535584 -0.0037208239387282295 -0.0020662112099352047 0.0031536132162735759 -0.0014577008439660324 0.003752616359619407 leaf_weight=1330.9067525826395 5911.5631325258873 986.14949170453474 1519.2973799975589 2904.8437118651345 2326.6925046527758 3.479392747860401 120.21841446543112 281.6354037867859 242.95053379912861 103.82518158759922 2.6435167253948748 398.6920328871347 104.21292621502653 75.596676439978182 45.794194309040904 195.88312883581966 203.04788985755295 43.057403789833188 120.0077179633081 398.60228064842522 293.6223155586049 42.301772038452327 801.19080937188119 317.61425228696316 913.05409429036081 36.376628243364394 2484.7669147583656 372.08587109111249 383.76820834307 295.20497359894216 leaf_count=28271 136017 39297 157736 104978 65327 119 3254 20474 30757 1770 263 34414 11055 12425 2078 3718 10073 452 2125 9675 8520 2827 15224 12747 27555 1310 136014 9481 15329 7895 internal_value=0 -0.000932337 -0.00147681 -0.000992794 0.00311043 -0.00360027 -0.00108291 -0.0022487 -0.00536249 0.00402118 0.0185931 -0.00164663 0.000220863 -0.00292673 -0.000466142 0.000907398 0.000449349 0.00434427 0.00264628 0.00194687 8.65738e-05 0.00241848 0.00174862 -0.00147225 -0.0012169 0.000754014 -0.00152494 -0.00071906 0.00081232 0.00293273 internal_weight=0 17938.9 11691.4 9521.21 5320.17 2170.22 650.927 530.709 249.073 3188.07 6.12291 6187.71 3333.5 225.604 150.007 299.708 3107.89 2888.36 561.667 518.61 6247.49 335.924 2132.1 5789.02 4802.87 649.196 4153.68 1668.91 755.854 331.582 internal_count=911180 784618 637254 424651 126562 212603 54867 51613 31139 83067 382 284042 140609 25558 13133 5488 115051 77579 12252 11800 147364 11347 43495 249628 210331 21952 188379 52365 24810 9205 is_linear=0 shrinkage=0.01 Tree=433 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 9 9 9 10 10 9 9 10 10 9 9 10 9 2 9 9 9 9 2 4 2 9 2 2 9 split_gain=5802.52 2491.33 351.609 177.614 116.747 69.9403 51.3103 48.7104 34.4177 26.8767 26.4457 25.9598 23.6318 22.6375 17.7871 16.4428 18.5145 18.2479 15.2055 15.2032 14.2552 23.6061 18.1896 14.1025 13.7609 19.201 15.2232 16.8587 19.3858 15.0567 threshold=0.0013712961226701001 0.99894970655441295 2.9517374969145752e-05 0.3781151175498963 0.99998754262924205 4.8650000000000011 4.8650000000000011 5.285000000000001 1.0372787642154437e-06 0.8784809708595277 3.2050000000000005 4.9150000000000009 0.0089773964136838514 0.00019807765784200004 6.0750000000000011 4.455000000000001 0.97252115607261669 3.3550000000000004 0.79516317016317017 5.2950000000000008 2.5450000000000004 2.5750000000000006 2.4350000000000005 0.25108695652173912 1.5000000000000002 0.27320574162679429 5.2750000000000012 0.33248299319727892 0.31281565656565663 5.3350000000000009 decision_type=2 2 2 2 2 10 8 8 2 2 10 10 2 2 10 10 2 10 2 10 8 8 10 2 10 2 10 2 2 10 left_child=2 3 8 5 10 12 15 13 -1 23 -3 -11 -2 -4 -10 16 17 -5 -19 -12 22 -22 -14 -8 25 -7 27 28 -27 -28 right_child=1 4 7 6 -6 24 9 -9 14 11 19 -13 20 -15 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 26 29 -29 -30 -31 leaf_value=-0.0097973711488995724 -0.0025423344497283178 0.0084324304823744003 -0.0066702435855948896 -0.00018333475954082943 0.010284810803725961 -0.00025496166492969355 0.00035925629513034352 -0.0023644684724823447 -0.0083855461064368461 0.0067351923962622072 0.0033456324728990939 0.0033422210689131159 -0.0016410384454323239 -0.0042773196139599574 -0.005197869485700367 -0.00095538152115398514 0.0032121739709597024 0.0013965602293020702 0.0055426897451503736 0.0064886798434781422 0.00679716551628585 -0.00058155819033549132 -0.0078928417962189149 0.0026424048300909852 -0.00014911946173682441 0.0018027900499185013 0.0075137187745094357 0.00061113375228769105 0.020351320991548058 0.0026145778859548718 leaf_weight=2824.8770251679234 975.19586517009884 445.59904554672539 743.4957375866361 774.94485709816217 3629.5631460621953 485.33216457441449 374.33934535086155 794.16511029563844 1724.5099798883311 273.30262986011803 251.70077827572823 1289.1516571491957 335.71770042181015 844.25757716875523 194.82335717021488 355.78374507278204 428.47602620720863 496.68246598541737 107.61955010145903 396.06450507231057 44.170454010367393 2355.1653520930558 54.028021842241287 975.63062730059028 794.77870786935091 14.014835856854917 70.192383658140898 586.03509449772537 9.4231714550405723 590.2326849270612 leaf_count=378139 14403 12835 46491 4405 115548 4384 2040 30534 165283 5066 2179 7394 1547 32788 20658 1734 4200 2288 487 4906 201 18006 262 5172 13598 258 1078 9024 105 6167 internal_value=0 0.00331548 -0.00752137 0.000783466 0.00942189 -0.000336146 0.00217623 -0.00438648 -0.0090953 0.00304278 0.0065573 0.00393572 -0.00120237 -0.00539785 -0.00806198 0.00100971 0.00139646 0.000832392 0.00213494 0.00526739 -0.000733859 -0.00044572 -0.00250769 0.0020093 0.000942562 0.00143688 0.00208347 0.000943742 0.00926016 0.00313528 internal_weight=0 16113.1 7126.13 11390.2 4722.93 6314.29 5075.93 2381.92 4744.21 2912.42 1093.36 1562.45 3764.28 1587.75 1919.33 2163.51 1807.72 1379.25 604.302 647.765 2789.08 2399.34 389.746 1349.97 2550.01 1755.23 1269.9 609.473 23.438 660.425 internal_count=911180 237287 673893 101819 135468 69033 32786 109813 564080 19672 19920 12460 34419 79279 185941 13114 11380 7180 2775 7085 20016 18207 1809 7212 34614 21016 16632 9387 363 7245 is_linear=0 shrinkage=0.01 Tree=434 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 0 3 10 2 2 2 2 4 4 4 0 10 10 2 10 2 0 2 4 2 4 split_gain=5721.04 2472.07 351.962 174.227 117.47 44.8003 34.6746 32.5634 29.7463 13.1384 12.9279 12.1579 11.1897 9.68987 9.65776 10.1325 9.48361 8.78671 8.55033 8.38335 7.49266 6.99664 7.86713 6.85519 6.39163 9.39858 8.75337 7.00288 6.14737 6.39528 threshold=0.0013712961226701001 0.99894970655441295 2.9517374969145752e-05 0.3781151175498963 0.99998754262924205 0.97252115607261669 1.0372787642154437e-06 0.00017857718921725002 0.015218299813568552 1.0000000180025095e-35 29.500000000000004 0.99989646673202526 0.8185736677115989 0.83939594356261027 0.84654631083202525 0.88251725271114034 2.5000000000000004 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 0.8784809708595277 0.99473056197166454 0.95260557053009898 6.1143434777477532e-06 0.73703419131771042 1.0000000180025095e-35 0.28015151515151521 4.5000000000000009 0.6586800573888093 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 10 10 8 2 2 2 2 2 2 2 2 10 2 8 left_child=2 3 6 8 11 14 -1 12 -2 -10 -11 17 -4 -9 20 -16 -12 -3 21 -17 -5 22 -7 -8 25 26 -20 28 29 -28 right_child=1 4 7 5 -6 18 23 13 9 10 16 -13 -14 -15 15 19 -18 -19 24 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0097933264917633 -0.001298207175474578 0.006078159038788865 -0.0061545975160830933 0.0010228849614627273 0.010278121010099355 0.0029546671845542666 -0.0085894828724590797 -0.003684565816381968 0.00050439964261613716 -0.0022851129652749365 0.00027987336743070954 0.0078368820083794394 -0.003164256856608383 -0.0012151351016459633 0.0062712574889833249 0.0029391819396943873 -0.0038530298801464124 0.0023747962002435875 -0.0074337177584082419 -0.00021590520606226907 0.0020885196232415274 0.00483052917930851 0.006370356616669212 -0.0073841080912991673 0.0047690537507534929 0.0041686086029300087 -0.00081610693463576205 0.0049451999348793371 0.0029679703874563226 -0.011142352315242018 leaf_weight=2797.918324487051 2120.0592142762616 586.4022785499692 863.47139165177941 2136.0554623119533 3595.7755699101835 643.09768665395677 1042.6662060278468 1178.8218028047122 3018.6497702915221 371.33262885548174 743.31705448403955 429.12278389185667 146.34316866984591 183.65624588588253 72.112203251570463 391.87769562378526 60.003678686916828 71.924990527331829 19.858096703886986 107.26844337582588 954.71437862887979 526.23050320893526 75.329526886343956 861.78769823769107 44.648365311324596 41.925968715921044 13.755659002810718 20.606869503855705 14.14503440260887 10.634097333997486 leaf_count=378139 36629 9253 52915 11096 115548 5234 113701 41719 25408 2268 4208 9783 8928 6251 362 1950 520 884 209 595 5767 6002 585 72240 281 332 90 142 87 54 internal_value=0 0.00329149 -0.00750063 0.000775946 0.00940716 0.00215604 -0.00908487 -0.00436034 -0.000332845 0.000155225 -0.00074209 0.00652723 -0.00572123 -0.0033517 0.00157283 0.00276735 -2.8832e-05 0.00567355 0.00367049 0.00226114 0.00135205 0.00395449 0.00331281 -0.00804404 0.0015356 0.000341744 -0.00168921 0.000239631 -0.00227672 -0.00531842 internal_weight=0 16068.8 7074.66 11385.6 4683.23 5072.26 4702.37 2372.29 6313.36 4193.3 1174.65 1087.45 1009.81 1362.48 3662.03 571.258 803.321 658.327 1410.23 499.146 3090.77 1244.66 718.427 1904.45 165.574 120.926 78.9998 59.1417 38.5348 24.3898 internal_count=911180 237287 673893 101819 135468 32786 564080 109813 69033 32404 6996 19920 61843 47970 19770 2907 4728 10137 13016 2545 16863 11821 5819 185941 1195 914 582 373 231 144 is_linear=0 shrinkage=0.01 Tree=435 num_leaves=31 num_cat=0 split_feature=9 9 5 9 9 9 0 2 2 9 5 5 2 2 2 9 5 5 0 5 5 3 2 2 5 9 9 5 9 2 split_gain=638.01 93.5011 115.276 71.7828 64.1637 59.0934 41.831 38.6527 43.1409 34.9238 28.6777 25.6313 37.7153 24.906 23.989 22.6541 26.5586 35.566 21.6047 21.2344 20.2521 23.8288 19.2279 34.2272 18.9471 20.1444 18.2209 17.8143 17.4228 17.1424 threshold=2.6250000000000004 4.3750000000000009 52.500000000000007 5.4850000000000012 2.5450000000000004 5.8550000000000013 1.0000000180025095e-35 0.97385509227614497 0.62871870397643603 5.8750000000000009 107.50000000000001 4.5000000000000009 0.16749174917491746 0.7696153846153847 0.78956442831215978 9.1600000000000019 17.500000000000004 15.500000000000002 1.0000000180025095e-35 37.500000000000007 48.500000000000007 29.500000000000004 0.59943502824858774 0.54570024570024578 212.50000000000003 4.0850000000000009 2.1250000000000004 303.50000000000006 5.455000000000001 0.24165739710789766 decision_type=10 10 2 10 8 10 2 2 2 10 2 2 2 2 2 10 2 2 2 2 2 10 2 2 2 10 10 2 10 2 left_child=4 24 3 11 26 -4 20 8 22 10 -10 -3 18 -14 -15 19 17 -17 -13 -5 29 -22 23 -7 -2 -26 -1 -9 -16 -6 right_child=1 2 5 15 6 7 -8 27 9 -11 -12 12 13 14 28 16 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.002424434864510481 -5.242148546191728e-05 -0.001209146817816737 -0.0046083262141957907 0.00023252290252177927 0.0019168678724520338 0.0013358115474198654 0.0054733189845902284 0.0054275418136071505 0.036680670975324292 -0.0058406675352529729 -0.0069349777442034698 0.0037099759009768148 -0.0039840297975622845 0.003690621084035488 -0.0018766801880393685 -0.0036684518189474386 -0.0077515134130677812 0.0069763864926025033 -0.0040739886755301897 0.0036583414518802392 0.0046743998447493365 -0.0024171290433878537 0.0071659039080904418 -0.0079789438803429778 0.0033329473888010831 -0.0040889996738574389 0.0005055458823073597 -0.006828573977464383 -0.014576241364434271 0.0040590242662093502 leaf_weight=1316.4191879853606 5866.4168521305546 4459.7189654717222 1512.4278457970358 2883.7705602752976 531.32780470512807 197.05361856380478 1153.0245621027425 108.11773913260549 3.5656710662879041 239.88636663951911 2.6116936597973108 133.56126818992198 1078.7992863501422 83.691369496751577 312.31101567111909 102.64405004028231 74.008185274433345 45.213335683103651 48.643708920571953 193.04239729745314 73.695851630531251 132.70851810462773 37.403951613698155 49.32218752335757 291.00650073215365 41.825511471834034 792.90123270265758 13.320533933117984 11.189950295258312 1258.1517832949758 leaf_count=28271 136017 164918 158747 104978 11274 12373 35235 2347 122 30891 264 3889 89183 3898 18415 11055 12425 2078 2115 9495 1283 2695 2093 6284 8520 2827 15224 952 732 32580 internal_value=0 -0.000912036 -0.00144225 -0.000964449 0.00305281 -0.00352386 0.00395691 -0.00100547 -0.00217177 -0.00523611 0.0182407 -0.00160469 -0.00266214 -0.00318865 -0.00108141 0.000224927 -0.00286117 -0.000413365 0.00163187 0.000447462 0.00308087 0.000114873 0.000485308 -0.000528917 7.9261e-05 0.00240026 0.00170312 0.00408317 -0.00231596 0.00342298 internal_weight=0 17789.6 11590.3 9426.59 5258.23 2163.71 3148.91 651.282 529.843 246.064 6.17736 6127.92 1668.2 1485.99 407.192 3298.68 221.866 147.857 182.205 3076.81 1995.88 206.404 283.78 246.376 6199.25 332.832 2109.32 121.438 323.501 1789.48 internal_count=911180 784618 637254 423181 126562 214073 83067 55326 52027 31277 386 283150 118232 112228 23045 140031 25558 13133 6004 114473 47832 3978 20750 18657 147364 11347 43495 3299 19147 43854 is_linear=0 shrinkage=0.01 Tree=436 num_leaves=31 num_cat=0 split_feature=9 9 5 9 9 9 4 4 5 5 5 9 9 4 4 1 5 9 5 4 9 4 1 1 9 3 5 1 9 3 split_gain=626.024 91.7982 113.581 71.2621 63.1872 57.2187 87.7385 44.1991 32.7337 30.3418 29.4454 25.0378 28.7728 24.9657 24.9388 30.9174 24.6198 23.6801 22.9066 22.7881 22.2935 36.28 22.219 21.2715 32.827 20.7 20.2741 19.1915 32.7075 19.2689 threshold=2.6250000000000004 4.3750000000000009 53.500000000000007 5.4850000000000012 2.5450000000000004 5.8550000000000013 2.5000000000000004 1.5000000000000002 152.50000000000003 30.500000000000004 1.5000000000000002 4.7650000000000006 4.8950000000000005 11.500000000000002 2.5000000000000004 0.26344707923655292 98.500000000000014 4.8950000000000005 117.50000000000001 3.5000000000000004 9.1600000000000019 3.5000000000000004 0.11055555555555556 0.7003401360544218 5.2350000000000012 29.500000000000004 37.500000000000007 0.75110619469026563 2.5750000000000006 19.500000000000004 decision_type=10 10 2 10 8 10 10 10 2 2 2 10 10 10 10 2 2 10 2 10 10 10 2 2 10 10 2 2 8 8 left_child=4 14 3 7 -1 -4 8 11 -7 27 13 -3 -13 19 -2 16 -16 -15 -18 23 26 -22 -23 -9 -25 -11 -5 -6 -29 -30 right_child=1 2 5 20 9 6 -8 10 -10 25 -12 12 -14 17 15 -17 18 -19 -20 -21 21 22 -24 24 -26 -27 -28 28 29 -31 leaf_value=0.0016867639564720879 0.00021965840248476231 -0.00273660794685827 -0.0045843610921447722 0.00023018780341624613 0.0046460782621634816 0.003468732270029605 -0.0072270292960947549 -0.0020635909097478332 -0.0018289693923547574 0.0045102708634852853 -0.004395577472134842 0.001579052376512996 -0.001043531170266023 -0.0068952833260641291 0.00045922360195734593 -0.005064786121596593 0.069017744676839327 0.014784994811201593 0.0132945470613204 -0.0052859579147225399 -0.0058403208335739932 0.014805255027154381 0.00029850537263045651 -0.0017686810998346343 0.0081819777177444732 -0.0010382499056685692 0.0035054777860991726 0.010986154943416015 -0.0016533860421621661 0.002939440299192761 leaf_weight=2108.4787901937962 5906.5366442198865 713.56586692854762 1494.285653646104 2883.8936734064482 2290.9270422235131 269.82899313047528 168.09114109561779 792.99417207483202 205.42885250132531 102.8538627596572 756.05517541570589 485.11354428809136 3038.9529822957702 7.2094032387249198 90.559287351090461 195.36273322161287 0.84267128817737003 16.726372266188264 5.9230505763553083 183.69479769421741 142.85682688932866 12.580131869763134 65.686872517224401 83.45311167370528 55.005336252506822 194.17569390870631 202.24491121387109 42.6684848703444 118.94620400294662 393.69701068662107 leaf_count=43495 135309 28740 157736 104978 65327 12426 28490 37268 13951 1770 62564 14628 127407 168 2601 9207 38 168 209 8786 20991 130 4437 3145 1168 3718 10073 452 2125 9675 internal_value=0 -0.000903576 -0.00142941 -0.000958081 0.00302604 -0.00351084 -0.00101742 -0.00159612 0.00117882 0.00392441 -0.00286558 -0.0010284 -0.000682513 -0.00185007 7.8468e-05 -0.0027708 0.00183396 0.00825494 0.0202349 -0.00206696 0.00022506 -0.00284216 0.00263023 -0.00143213 0.00218441 0.000883063 0.000444828 0.0042418 0.00257396 0.00187379 internal_weight=0 17776.9 11577.7 9440.03 5251.75 2137.63 643.349 6132.77 475.258 3143.27 1895.14 4237.63 3524.07 1139.08 6199.22 292.688 97.325 23.9358 6.76572 1115.15 3307.26 221.124 78.267 931.453 138.458 297.03 3086.14 2846.24 555.312 512.643 internal_count=911180 784618 637254 424651 126562 212603 54867 284042 26377 83067 113267 170775 142035 50703 147364 12055 2848 336 247 50367 140609 25558 4567 41581 4313 5488 115051 77579 12252 11800 is_linear=0 shrinkage=0.01 Tree=437 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 9 9 9 10 9 10 9 10 5 1 0 5 9 9 10 9 5 9 9 9 10 9 5 5 9 split_gain=5623.56 2444.47 351.46 171.495 118.3 71.3797 50.7488 47.8672 34.931 26.4211 26.0167 25.2804 22.451 22.2836 26.2815 20.8837 23.8243 19.3257 18.6205 18.3157 17.9403 16.6296 26.2331 20.4229 15.4284 17.9538 18.2172 15.7675 14.6652 16.7461 threshold=0.0013712961226701001 0.99894970655441295 2.9517374969145752e-05 0.3781151175498963 0.99998754262924205 3.5050000000000003 4.8650000000000011 5.285000000000001 1.0372787642154437e-06 3.2050000000000005 0.8784809708595277 4.9150000000000009 0.00019807765784200004 142.50000000000003 0.34387500000000004 1.0000000180025095e-35 1.0000000180025095e-35 4.9050000000000011 5.2950000000000008 0.015218299813568552 6.0750000000000011 13.500000000000002 5.995000000000001 6.0250000000000012 4.455000000000001 0.97252115607261669 3.3550000000000004 119.50000000000001 1.5000000000000002 3.8750000000000004 decision_type=2 2 2 2 2 10 8 8 2 10 2 10 2 2 2 2 2 10 10 2 10 2 10 10 10 2 10 2 2 10 left_child=2 3 8 5 9 -2 24 12 -1 -3 -8 -12 -4 18 17 19 -17 -15 -11 -7 -10 -9 -23 -24 25 26 27 -5 -18 -30 right_child=1 4 7 6 -6 15 10 21 20 13 11 -13 -14 14 -16 16 28 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0097883327806204817 -0.0016358640802877748 0.0083866767126048111 -0.0066211157122647458 -0.00064646175634716597 0.010271056004979144 -0.00020985453057825742 0.001987653220441931 -0.0034263568526788496 -0.0083513777308617618 0.0034876170364806849 0.0066681955673486568 0.0033015713340416638 -0.0042253641870954707 0.0016394076237028052 0.0035345800708837228 -0.0022691358210803832 0.003107221851712097 -0.021981472304323572 0.0071247068028067739 0.0014879120696059765 -0.0051269200644968897 -0.0026600560129705938 0.035551151575092775 0.0030147760411609785 -0.00092425061644530739 0.0031493421478375871 0.002101729227410538 0.0045137335813487563 0.0091528310254811902 -0.0016747678296159313 leaf_weight=2761.9549849396572 2516.1631478518248 437.47644295729697 733.96243552444503 709.09702501446009 3550.8276657368988 935.68277066107839 1348.1463155895472 502.15975720901042 1694.3238573204726 228.6477366797626 269.8644831199199 1285.6669029556215 837.48761800676584 5.7361850067973128 33.024549141526222 493.36815301328897 182.38071542978287 8.7431763559579831 366.20844469033182 1980.2110822461545 192.11527278553694 185.39705717004836 1.9668148653581727 100.9021557373926 355.41135082393885 426.05969573743641 604.1725177615881 64.610176883637905 15.50013132765889 182.05597652308643 leaf_count=378139 16598 12835 46491 4114 115548 23791 7212 15016 165283 2029 5066 7394 32788 43 220 4780 1635 44 4749 19792 20658 10687 114 4717 1734 4200 2775 291 158 2279 internal_value=0 0.0032651 -0.00747586 0.000770408 0.00938963 -0.000330184 0.00214106 -0.00433468 -0.00907191 0.00649124 0.00300442 0.00388564 -0.00534433 0.00520037 -0.00139054 0.000536834 -0.000819706 -0.0126238 0.0057267 0.000943115 -0.008023 -0.00232739 -0.000412975 0.00363686 0.000980088 0.00135528 0.000800531 -0.000215548 0.00106246 -0.000825241 internal_weight=0 15999.1 7010.27 11368.4 4630.66 6305.36 5063.03 2361.88 4648.39 1079.84 2903.68 1555.53 1571.45 642.36 47.5039 3789.2 873.305 14.4794 594.856 2915.89 1886.44 790.426 288.266 102.869 2159.35 1803.94 1377.88 773.707 379.937 197.556 internal_count=911180 237287 673893 101819 135468 69033 32786 109813 564080 19920 19672 12460 79279 7085 307 52435 8852 87 6778 43583 185941 30534 15518 4831 13114 11380 7180 4405 4072 2437 is_linear=0 shrinkage=0.01 Tree=438 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 9 9 9 10 9 10 9 10 10 9 10 9 3 1 1 1 9 9 9 9 2 9 2 1 2 split_gain=5544.32 2425.56 351.791 168.228 118.97 70.2166 49.8391 47.4735 35.1887 26.4483 25.6818 25.094 22.9299 22.3734 17.9496 15.2218 25.8629 15.1527 14.9649 27.0057 14.2603 25.3939 14.1208 22.6047 17.8035 13.9731 13.6017 19.014 14.1468 15.2178 threshold=0.0013712961226701001 0.99894970655441295 2.9517374969145752e-05 0.3781151175498963 0.99998754262924205 4.8650000000000011 4.8650000000000011 5.285000000000001 1.0372787642154437e-06 3.2050000000000005 0.8784809708595277 4.9150000000000009 0.0089773964136838514 0.00017857718921725002 6.0750000000000011 0.98755538463592529 4.0250000000000012 19.500000000000004 0.52404068423485917 0.78596059113300509 0.88956639566395668 6.1150000000000011 2.5450000000000004 2.5750000000000006 2.4350000000000005 0.25108695652173912 5.5150000000000006 0.33477011494252878 0.35498944829665363 0.88847429519071319 decision_type=2 2 2 2 2 10 8 8 2 10 2 10 2 2 10 2 10 10 2 2 2 10 8 8 10 2 10 2 2 2 left_child=2 3 8 5 9 12 15 13 -1 -3 25 -12 -2 -4 -10 18 -17 -11 -5 -20 26 -22 24 -24 -14 -8 27 -13 29 -29 right_child=1 4 7 6 -6 -7 10 -9 14 17 11 20 22 -15 -16 16 -18 -19 19 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0097842408981594717 -0.0025176935174851568 0.008366897105398478 -0.0066730749702130976 0.0011639321856588549 0.010264417871194607 0.00095516830910789244 0.00032353828152681895 -0.0023086226862386026 -0.00833510992067776 0.0080434751721598016 0.0066341599541512985 0.0049489404125783081 -0.0016429169635736047 -0.0042619612415268886 -0.0051012335415640733 0.004604541020464514 -0.0016031674846205453 0.0043451488858040656 -0.002548420268024106 0.0023704775248235685 0.0056405596922794411 -0.0038370996643929535 0.0066379776622030543 -0.00058019530110999245 -0.0078327081681110796 0.0025980336882202447 0.0047182642159057878 0.005064106839111706 -0.00093131985905773359 -0.00036924904421489687 leaf_weight=2735.6109480478335 972.33966830931604 434.14227294363081 684.56675680028275 1322.8587081022561 3517.7584785791114 2546.5666114641353 373.65837989374995 788.90139182191342 1680.7226256295107 142.54112678207457 268.54313890077174 213.86139652878046 335.7138047888875 879.03494323883206 191.15663606161252 246.77742891386151 92.185024134814739 497.2596713732928 327.43153120577335 169.33835090696812 47.137207217514515 70.629541456699371 44.200640641152859 2352.5068995896727 53.933177284896374 974.56678853183985 566.80890189111233 131.10647700726986 169.52074564993382 84.948590934276581 leaf_count=378139 14403 12835 44293 7067 115548 34614 2040 30534 165283 1779 5066 1157 1547 34986 20658 2921 480 5306 1670 976 294 736 201 18006 262 5172 3421 570 746 470 internal_value=0 0.00324123 -0.00745487 0.00076296 0.00937503 -0.000326895 0.0021212 -0.00430854 -0.00906134 0.00646181 0.00297737 0.0038542 -0.00119551 -0.00531758 -0.00800487 0.000970636 0.00291628 0.0051691 0.0006082 -0.000871672 0.00327279 -4.35807e-05 -0.000734115 -0.000447076 -0.00249968 0.00196766 0.00360767 0.00255753 0.00123112 0.00292782 internal_weight=0 15956.3 6959.99 11364.6 4591.7 6305.26 5059.37 2352.5 4607.49 1073.94 2900.78 1552.56 3758.69 1563.6 1871.88 2158.59 338.962 639.801 1819.63 496.77 1284.01 117.767 2786.35 2396.71 389.647 1348.23 1166.25 599.437 385.576 216.055 internal_count=911180 237287 673893 101819 135468 69033 32786 109813 564080 19920 19672 12460 34419 79279 185941 13114 3401 7085 9713 2646 7394 1030 20016 18207 1809 7212 6364 2943 1786 1040 is_linear=0 shrinkage=0.01 Tree=439 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 9 9 9 10 9 10 9 10 0 3 9 10 3 9 10 9 10 1 9 9 1 1 1 9 9 split_gain=5466.23 2406.52 352.079 165.029 119.693 68.9878 48.9245 47.0727 35.4467 26.4908 25.3594 24.9055 22.2836 20.4211 20.9645 17.9581 17.8381 15.0602 15.0289 17.4206 17.8649 14.2551 14.0214 24.9039 13.4141 15.6598 16.2275 13.3979 18.3083 13.0839 threshold=0.0013712961226701001 0.99894970655441295 2.9517374969145752e-05 0.3781151175498963 0.99998754262924205 3.5050000000000003 4.8650000000000011 5.285000000000001 1.0372787642154437e-06 3.2050000000000005 0.8784809708595277 4.9150000000000009 0.00017857718921725002 1.0000000180025095e-35 28.500000000000004 6.0750000000000011 0.015218299813568552 19.500000000000004 4.455000000000001 0.97252115607261669 3.3550000000000004 0.0089773964136838514 0.88956639566395668 6.1150000000000011 5.5150000000000006 0.76506899055918665 0.35498944829665363 0.42362911266201403 8.2700000000000014 5.5850000000000009 decision_type=2 2 2 2 2 10 8 8 2 10 2 10 2 2 8 10 2 10 10 2 10 2 2 10 10 2 2 2 8 10 left_child=2 3 8 5 9 21 18 12 -1 -3 -8 -12 -4 16 -15 -10 27 -11 19 20 -5 -2 24 -24 25 26 -13 -7 -29 -26 right_child=1 4 7 6 -6 13 10 -9 15 17 11 22 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 29 -27 -28 28 -30 -31 leaf_value=-0.0097801301924527323 -0.0028223039716866591 0.0083470602619923132 -0.0066486426875234849 -0.00021981026121894824 0.010257807749871386 0.00078366159414336987 0.0019476192867521227 -0.0022901219284320621 -0.0083187615453897985 0.0080123048227205371 0.0066001618388556171 0.0034836802472872496 -0.0042359983855314977 -0.0039982661502137801 -5.9655865505352599e-05 -0.0050755510206726773 0.001466549765042964 0.0043151963901799069 -0.00091791454998345942 0.0031038189869688139 0.0020750694686076719 -0.0011411808587648549 0.005600965985998102 -0.0037879225170647092 0.010145153829056727 0.0093081761488443271 4.0364561588771168e-06 -0.0018943262312702516 0.018152209207378624 0.00425797798472481 leaf_weight=2709.5238408711739 698.54537226818502 430.83885104395449 680.23333287378773 773.60919524729252 3484.989259894006 554.35729800723493 1348.4761303365231 787.32971297577024 1667.252963708248 141.6690798252821 267.23375232517719 349.16079181432724 875.59572101663798 167.15291431546211 705.74496673792601 190.20743284723721 1982.6208029985428 495.71191792376339 355.40868440270424 424.30712521262467 604.11835011094809 1814.8106303326786 46.996429227292538 70.8300173394382 40.675890430808067 32.28545255959034 217.51641947031021 376.58570227492601 4.6116299182176581 524.89156364649534 leaf_count=378139 6824 12835 44293 4405 115548 13134 7212 30534 165283 1779 5066 1841 34986 1763 7089 20658 19792 5306 1734 4200 2775 9774 294 736 201 151 951 10616 41 3220 internal_value=0 0.00321765 -0.00743387 0.000755649 0.00936016 -0.000323674 0.00210161 -0.00428257 -0.0090507 0.00643166 0.00295039 0.00382302 -0.00529085 0.00052807 -0.000813868 -0.00798665 0.000929477 0.00513694 0.000961452 0.00133211 0.000786469 -0.00160842 0.00324428 -4.30567e-05 0.00357689 0.00253398 0.00214804 -0.000208685 -0.00165181 0.00468139 internal_weight=0 15913.1 6910.14 11359.9 4553.21 6304.43 5055.51 2343.16 4566.98 1068.22 2898.07 1549.59 1555.83 3791.07 872.898 1857.46 2918.18 637.381 2157.44 1802.03 1377.73 2513.36 1282.36 117.826 1164.53 598.963 566.677 935.555 381.197 565.567 internal_count=911180 237287 673893 101819 135468 69033 32786 109813 564080 19920 19672 12460 79279 52435 8852 185941 43583 7085 13114 11380 7180 16598 7394 1030 6364 2943 2792 23791 10657 3421 is_linear=0 shrinkage=0.01 Tree=440 num_leaves=31 num_cat=0 split_feature=5 4 1 4 1 1 4 1 5 1 3 3 1 1 5 5 4 4 1 1 1 5 5 6 1 1 1 1 7 4 split_gain=128.597 59.5263 45.747 37.2434 42.0079 50.6003 29.8451 29.2592 24.3414 21.6418 21.5398 20.3901 37.4022 19.3997 27.8287 17.2937 23.1628 16.4527 15.8299 17.0988 20.1059 15.5501 15.4646 15.1501 14.546 14.3308 33.2819 13.8473 13.5668 13.393 threshold=3.5000000000000004 2.5000000000000004 0.040202020202020204 2.5000000000000004 0.49844720496894418 0.51630627437079057 5.5000000000000009 0.13712060166532367 31.500000000000004 0.066767983789260368 29.500000000000004 24.500000000000004 0.081725417439703116 0.98936170212765973 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 0.2573593073593074 0.78596059113300509 0.80070921985815613 303.50000000000006 1.0000000180025095e-35 300.50000000000006 0.23271742593182543 0.045804195804195758 0.051836094939543158 0.24494897959183673 1.0000000180025095e-35 1.5000000000000002 decision_type=2 10 2 10 2 2 10 2 2 2 8 8 2 2 2 2 8 10 2 2 2 2 2 8 2 2 2 2 2 10 left_child=3 2 21 4 7 15 17 11 18 -4 -7 12 28 14 -12 16 -6 -5 25 -20 -21 -2 24 -11 -9 -3 -27 -26 -1 -16 right_child=1 8 9 6 5 10 -8 22 -10 23 13 -13 -14 -15 29 -17 -18 -19 19 20 -22 -23 -24 -25 27 26 -28 -29 -30 -31 leaf_value=-0.0022744548038840903 0.0018542533647937728 -0.0047328039107924378 -0.0038071668251235214 -0.00056142954816992266 0.00027550317128913649 -0.00033179623662230609 0.0020088931078022718 -0.0020830799751499034 -0.0044818690712576286 0.062092659202452494 0.0014352581890753027 0.0010768882375170592 0.0055012001550943266 0.0027279075024389532 -0.00060158344774109511 0.0033324330335005909 0.004015140027640589 -0.0033879247265812262 -0.003874841955947297 0.012877496092216894 -0.00086545424730152516 -0.005628798297067068 -0.0018816219979903809 -0.00075350283313127076 0.0046341984330590894 0.018883883432504973 0.00039835425949154459 4.3898602148910614e-05 0.010171450204929449 -0.0049706792664546105 leaf_weight=465.28496527904645 821.56305645406246 49.103373087476939 239.64973623678088 385.63705043727532 528.17512728413567 1320.7149997605011 228.90882778633386 324.21595485927537 555.51362125622109 0.38360439613461494 1127.9005308928899 3477.1663721776567 76.354137970134616 653.69950710330158 266.16925363754854 1327.3600255618803 241.29254858568311 441.95296622533351 362.62993424152955 11.99181426502764 94.817057142499834 28.741425866726786 653.34941110387444 6852.9983818745241 68.216476721223444 10.19251629244536 219.2198768267408 1794.1309204269201 8.926448028534649 95.274733612779528 leaf_count=20012 19065 3649 20905 15359 12790 40014 4976 12153 76930 4 32575 76422 3993 13825 8126 33353 7961 19811 25383 356 2799 1699 24761 364139 1447 89 10081 54476 556 3471 internal_value=0 -0.00091554 -0.000590522 0.000615594 0.00076882 0.00141493 -0.0011869 0.000245681 -0.0028962 -0.000853277 0.000672723 0.000793768 -0.000994314 0.00129179 0.000661449 0.00264098 0.00144819 -0.00207085 -0.00171851 -0.00283907 0.000677516 0.00160132 -0.000531649 -0.000749985 -0.000128274 0.000170205 0.00121964 0.000212038 -0.00204018 -0.00175325 internal_weight=0 9246.8 7943.34 13484.7 12428.2 5560.59 1056.5 6867.64 1303.47 7093.03 3463.76 4027.73 550.566 2143.04 1489.34 2096.83 769.468 827.59 747.955 469.439 106.809 850.304 2839.91 6853.38 2186.56 278.516 229.412 1862.35 474.211 361.444 internal_count=911180 525099 405812 386081 345935 152115 40146 193820 119287 385048 98011 100983 24561 57997 44172 54104 20751 35170 42357 28538 3155 20764 92837 364143 68076 13819 10170 55923 20568 11597 is_linear=0 shrinkage=0.01 Tree=441 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 5 5 3 1 10 5 5 2 5 1 5 5 1 2 5 5 3 2 2 2 1 split_gain=5385.02 2409.82 324.928 167.571 120.377 42.4957 35.7058 30.9379 27.9699 15.0547 12.8291 19.2167 19.5712 12.3524 12.0948 11.3 11.2114 10.3358 21.9771 9.85595 9.75307 12.0686 9.66629 9.83093 8.8907 8.74546 18.0902 8.21017 10.0943 9.8298 threshold=0.0011766494717448501 0.99894970655441295 2.9517374969145752e-05 0.3781151175498963 0.99998754262924205 0.97252115607261669 1.0372787642154437e-06 0.015218299813568552 0.00017857718921725002 12.500000000000002 6.5000000000000009 23.500000000000004 0.87585616438356173 0.99989646673202526 497.50000000000006 361.50000000000006 0.8185736677115989 309.50000000000006 0.34556677890011228 204.50000000000003 13.500000000000002 0.055738304093567205 0.83939594356261027 25.500000000000004 14.500000000000002 29.500000000000004 0.38119783996072654 0.84654631083202525 0.99512183514182395 0.051836094939543158 decision_type=2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 left_child=2 3 6 7 13 10 -1 -2 16 25 -5 12 -12 -3 19 -7 -4 -15 -19 27 21 -11 -10 -24 -18 26 -9 -13 29 -29 right_child=1 4 8 5 -6 15 -8 9 22 20 11 14 -14 17 -16 -17 24 18 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0097757768535111176 -0.0013058016969440787 0.0055335831113180311 -0.0060588177176001722 0.0011094237138626526 0.010251279588722429 0.0036844490380587946 -0.0079675709100892472 -0.0026306833608794183 -0.0037106776302981239 0.023256631508986741 0.0059741139298767777 0.0012040508706987782 -0.011065933932997759 0.0080260050796335247 -0.0053710997604135514 -0.0032096046653228199 -0.0050078237615104092 -0.021055101649424077 0.0072935721845194873 0.0048502858357426341 0.0010424490283207253 0.0042375611723373379 -0.002546480335692285 0.0030221226824858178 9.9858471546350651e-05 0.00018249684695650716 7.0488072337644155e-05 0.011178248415160075 9.5909980141909386e-05 0.0037797776404731092 leaf_weight=2681.391323431395 2227.3777893930674 644.62121945992112 844.7709878589958 2490.759088318795 3450.5129951871932 1372.6019469834864 1842.4113185864408 394.72319382987916 1063.487257852219 4.0896115750074413 178.62158922478557 712.55032604187727 7.0045485273003569 404.46025716327131 22.834136754274368 24.194647915661335 88.402568119578063 3.8549066148698321 9.4104222171008569 107.19026806205511 1037.8006480056792 18.114892644807696 123.51925001293421 42.649896868504584 55.458168608136475 2069.1294884998351 666.71703404933214 25.033804386854172 45.980027075856924 63.535820674151182 leaf_count=378139 39670 10137 52915 13886 115548 12892 185941 2559 39077 25 863 3617 38 9647 138 124 4600 30 106 583 10584 207 3960 1892 4328 14013 5016 117 211 317 internal_value=0 0.00315475 -0.00750207 0.000718815 0.00934505 0.00208148 -0.00903935 -0.000353473 -0.00436705 0.00015271 0.0015143 0.00238159 0.00533111 0.00640162 0.00182126 0.00356503 -0.00561936 0.00774114 -0.000944557 0.00199336 0.00118276 0.00774048 -0.00336021 -0.00111721 -0.00303882 -0.000196062 -0.00093401 0.00163185 0.00389741 0.00587092 internal_weight=0 15981.1 6742.09 11468.3 4512.86 5050.31 4523.8 6417.95 2218.29 4190.57 3653.51 1162.75 185.626 1062.35 977.124 1396.8 988.632 417.726 13.2653 954.29 1060.01 22.2045 1229.66 166.169 143.861 3130.57 1061.44 847.1 134.55 88.5696 internal_count=911180 240328 670852 104860 135468 32786 564080 72074 106772 32404 19770 5884 901 19920 4983 13016 61843 9783 136 4845 10816 232 44929 5852 8928 21588 7575 4262 645 434 is_linear=0 shrinkage=0.01 Tree=442 num_leaves=31 num_cat=0 split_feature=9 9 5 9 9 9 4 4 0 5 1 5 4 9 9 4 1 5 1 9 5 1 9 5 4 9 4 1 5 0 split_gain=575.681 82.5213 105.267 66.1724 60.5577 57.1509 85.9099 42.456 40.0934 31.7822 28.1211 26.9351 26.0208 24.2814 27.8962 23.2363 30.1821 24.1508 23.2065 22.7708 21.4259 20.9999 35.9487 29.6419 27.083 20.2511 34.8594 21.6317 21.053 19.5726 threshold=2.6250000000000004 4.3750000000000009 52.500000000000007 5.4850000000000012 2.5450000000000004 5.8550000000000013 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 152.50000000000003 0.82683658170914553 1.5000000000000002 11.500000000000002 4.7650000000000006 4.8950000000000005 2.5000000000000004 0.26344707923655292 98.500000000000014 0.85791925465838526 4.8950000000000005 117.50000000000001 0.75110619469026563 2.5450000000000004 29.500000000000004 3.5000000000000004 9.1600000000000019 3.5000000000000004 0.11055555555555556 37.500000000000007 1.0000000180025095e-35 decision_type=10 10 2 10 8 10 10 10 2 2 2 2 10 10 10 10 2 2 2 10 2 2 10 2 8 10 10 2 2 2 left_child=4 15 3 7 -1 -4 9 13 21 -7 11 12 -9 -3 -15 -2 17 -17 -12 -14 -19 23 -23 24 -6 28 -27 -28 -5 -16 right_child=1 2 5 25 8 6 -8 10 -10 -11 18 -13 19 14 29 16 -18 20 -20 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31 leaf_value=0.0016121163429700964 0.0002041440902136695 -0.0026714114881082858 -0.0044718654903321935 0.00022939154748767996 0.0043879626451720395 0.0034984716208019059 -0.0071320469561779957 -0.0023232303955925734 0.0053341378615252722 -0.0017373840063689317 0.0096320888779744401 -0.0046191303854192355 -0.0068059225854394268 0.001610908779292912 -0.00050610565337840148 0.00048839295954300759 -0.0050016471601446819 0.066492352920365469 -0.00075760147652381715 0.014714446296352513 0.013261629924403731 -9.1769440246425234e-05 0.0098454174620447917 0.0004725080052678156 -0.0037999541250182439 -0.0057415490821812569 0.014800201625764073 0.00034456076210234054 0.0036585750707943654 -0.0023392122396891195 leaf_weight=2064.4755616988987 5816.4686293029226 702.28452717838809 1473.4409569334239 2842.2053461135365 1239.8976514246315 272.1594237210229 163.81516648642719 1031.9901604074985 1120.7626223182306 201.96670469362289 30.222602991852909 697.06365342717618 6.9987002639099982 477.94565605930984 2203.6868023774587 89.123021073173732 191.51819500746205 0.86734899366274376 74.474477091338485 16.528187468182296 5.8985790368169546 358.93073472566903 40.513768149539828 269.46860996913165 41.757528439164162 137.81803216785192 12.33320741727948 64.433888180879876 191.06809364631772 791.73700163699687 leaf_count=43495 135309 28680 158747 104978 34931 12662 28713 48588 35235 13951 920 60472 160 14571 103410 2601 9207 38 2502 168 209 6520 475 5142 764 20991 130 4437 9495 23679 internal_value=0 -0.000871246 -0.00137395 -0.000915457 0.00293658 -0.00338931 -0.000888936 -0.00153501 0.00382685 0.00126812 -0.00279286 -0.00309361 -0.00208616 -0.000975537 -0.000632646 6.69927e-05 -0.00270864 0.00187116 0.00224156 0.00831264 0.0200855 0.00296078 0.000916112 0.00348733 0.00412119 0.000235374 -0.00273343 0.00266697 0.000445398 -0.000990624 internal_weight=0 17496 11392.2 9280.79 5135.81 2111.38 637.941 6032.93 3071.33 474.126 1857.28 1752.58 1055.52 4175.65 3473.37 6103.88 287.407 95.8889 104.697 23.5269 6.76593 1950.57 399.445 1551.12 1281.66 3247.86 214.585 76.7671 3033.27 2995.42 internal_count=911180 784618 637254 423181 126562 214073 55326 283150 83067 26613 112810 109388 48916 170340 141660 147364 12055 2848 3422 328 247 47832 6995 40837 35695 140031 25558 4567 114473 127089 is_linear=0 shrinkage=0.01 Tree=443 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 9 9 9 10 9 10 10 9 10 0 9 9 1 9 2 9 3 10 10 9 1 1 9 9 9 split_gain=5301.38 2386.83 324.874 164.532 121.144 69.7636 48.1484 43.9201 35.9685 26.5567 25.4196 24.7351 24.5018 23.1297 22.3019 21.7134 18.1419 18.101 21.6484 15.1159 16.9853 15.0272 14.6299 14.5767 25.245 14.675 26.2689 13.9006 21.8684 17.5045 threshold=0.0011766494717448501 0.99894970655441295 2.9517374969145752e-05 0.3781151175498963 0.99998754262924205 4.8650000000000011 4.8650000000000011 5.5250000000000012 1.0372787642154437e-06 3.2050000000000005 0.00032736793218645006 0.8784809708595277 4.9150000000000009 0.0089773964136838514 1.0000000180025095e-35 3.9350000000000005 6.0750000000000011 0.72245564892623726 5.0850000000000009 0.99938118811881205 5.4450000000000012 19.500000000000004 0.13270235061645502 0.98755538463592529 4.0250000000000012 0.52404068423485917 0.78596059113300509 2.5450000000000004 2.5750000000000006 2.4350000000000005 decision_type=2 2 2 2 2 10 8 10 2 10 2 2 10 2 2 8 10 2 10 2 10 10 2 2 10 2 2 8 8 10 left_child=2 3 8 5 9 13 23 10 -1 -3 -4 -8 -13 -2 17 -12 -10 19 -19 20 22 -11 -7 25 -25 -5 -27 29 -29 -15 right_child=1 4 7 6 -6 14 11 -9 16 21 15 12 -14 27 -16 -17 -18 18 -20 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31 leaf_value=-0.0097711503349848013 -0.0024784464876598635 0.0083055577351146149 -0.005809837938519101 0.0011285243400687647 0.010244632512349678 0.00035195961779012754 0.0019170202279274241 -0.0007825224558140598 -0.0082845723744756523 0.0079590883344050154 -0.0055151750529934748 0.0065415843320018067 0.0031982751465856364 -0.0016351698093248646 -0.00088941335910227431 -0.0020099770940101018 -0.0050008105486273229 0.0036734847213455994 -0.0037164764998190432 -0.00082217025590442178 0.0031814064122521963 0.0042474302507726344 0.0031475520257864902 0.0045244686203032925 -0.0016188750720439705 -0.0025416884204953766 0.0023148062042429082 0.0065209938022791772 -0.0005781790539616179 -0.0077779934697412723 leaf_weight=2651.5538887251168 1042.2764759482816 423.85304844938219 1176.9570617252029 1321.0768000110984 3413.0591093916446 671.89423787966371 1347.2588767595589 299.77974275592715 1639.1657805119175 140.15276179276407 298.0485622426495 264.55443641543388 1278.689839027822 335.6025326102972 539.94869113154709 434.16122880298644 187.48771395627409 56.206250577233732 134.4989146143198 211.12043189257383 713.31189755816013 491.99055393598974 259.49014168605208 244.46646774373949 92.087666384875774 327.22141169756651 168.84850019961596 44.207252398133278 2350.6910140048712 53.829332053661346 leaf_count=378139 15882 12835 66776 7067 115548 16120 7212 15012 165283 1779 7057 5066 7394 1547 5728 17927 20658 770 1602 1653 8237 5306 2066 2921 480 1670 976 201 18006 262 internal_value=0 0.00313034 -0.00747928 0.000712543 0.00932883 -0.000350246 0.00206375 -0.00434096 -0.0090273 0.00636889 -0.00489972 0.00290708 0.00377141 -0.00120773 0.000918383 -0.00343678 -0.00794753 0.00139535 -0.00153844 0.00169683 0.00202017 0.00507034 0.00113083 0.000931897 0.00284353 0.000577842 -0.000888672 -0.00073206 -0.000447136 -0.00248426 internal_weight=0 15926.3 6687.15 11457.3 4469.06 6413.08 5044.2 2208.95 4478.21 1056 1909.17 2890.5 1543.24 3826.61 2586.47 732.21 1826.65 2046.52 190.705 1855.82 1644.7 632.143 931.384 2153.7 336.554 1817.15 496.07 2784.33 2394.9 389.432 internal_count=911180 240328 670852 104860 135468 72074 32786 106772 564080 19920 91760 19672 12460 35898 36176 24984 185941 30448 2372 28076 26423 7085 18186 13114 3401 9713 2646 20016 18207 1809 is_linear=0 shrinkage=0.01 Tree=444 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 5 4 5 10 2 5 2 5 2 5 5 2 5 5 4 5 5 5 2 10 2 split_gain=5226.9 2367.66 325.18 161.402 121.858 41.3308 36.2274 30.001 27.6639 12.7442 15.1161 12.5514 12.4147 11.1685 11.0394 10.8911 12.1736 16.4496 13.3249 23.1221 14.4628 10.7664 12.0997 17.1548 13.5667 10.4846 10.2807 21.3907 10.0702 9.53565 threshold=0.0011766494717448501 0.99894970655441295 2.9517374969145752e-05 0.3781151175498963 0.99998754262924205 0.97252115607261669 1.0372787642154437e-06 0.026551560498774003 0.00017857718921725002 6.5000000000000009 4.5000000000000009 4.5000000000000009 0.99989646673202526 0.8185736677115989 361.50000000000006 0.62871870397643603 1.0000000180025095e-35 0.67574992574992587 42.500000000000007 14.500000000000002 0.63053270661966321 497.50000000000006 204.50000000000003 3.5000000000000004 107.50000000000001 113.50000000000001 309.50000000000006 0.6586800573888093 0.0043998162727802515 0.83939594356261027 decision_type=2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 left_child=2 3 6 7 12 9 -1 15 13 -5 21 -9 -3 -4 -7 -2 -17 18 19 -18 28 22 24 -24 -11 -26 -14 -28 -20 -10 right_child=1 4 8 5 -6 14 -8 11 29 10 -12 -13 26 -15 -16 16 17 -19 20 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31 leaf_value=-0.0097669726474005746 -0.0015887736066107956 0.0054652697223581724 -0.0060095506343856835 0.0010819678041689336 0.010238095634390144 0.0036304635383239687 -0.0079290443121682406 -0.00017416623757925042 -0.0036611071520692472 0.0028310167257986881 -0.0049261875241753137 0.0010638068633501726 0.0079792428822676783 -0.0029834021268506858 -0.0031866021695446558 -0.0018289833152986324 0.0022998010108528401 -0.00019899504451930208 0.0018034941081622765 0.01508652616643368 -0.00081802656674431859 -0.0036539496411285627 0.0044896748857162954 0.017777303176260695 -0.0089038970112092185 0.00041608335869738617 0.0072373400794331277 -0.020672626817413723 0.049201828203158597 -0.0010797334788486394 leaf_weight=2626.2877533696592 1801.8317479938269 638.32609525695443 835.58526507997885 2487.8184149861336 3381.2453055242077 1366.16248229146 1812.6735777133144 2369.4381757490337 1056.2502311184071 823.00486940518022 27.864135332405567 1251.5569576863199 398.89444727450609 142.80246283719316 24.175204008817673 336.17976938933134 36.620883844792843 543.60343084018677 0.81228186748921771 23.038906782865524 47.956927095539868 27.479503639042377 112.68618285655975 10.632837951183317 13.147801779210566 147.30610772967339 9.3192860260605794 3.8932161703705779 1.0001570060849188 165.52920087939128 leaf_count=378139 28468 10137 52915 13886 115548 12892 185941 14733 39077 4073 150 11329 9647 8928 124 4712 791 10366 26 395 1231 161 603 56 70 771 106 30 23 5852 internal_value=0 0.00310741 -0.00745835 0.000705725 0.00931385 0.00204472 -0.00901644 -0.000346811 -0.00431481 0.00148583 0.00235039 0.000253725 0.00633878 -0.00556786 0.00351193 -0.00112592 -0.000282851 0.000513095 0.0040505 0.00723767 0.00022995 0.00252915 0.00268266 0.00563536 0.00231242 -0.000347608 0.00769179 -0.000986654 0.0279593 -0.00331138 internal_weight=0 15884 6639.13 11452.3 4431.68 5040.28 4438.96 6412.04 2200.17 3649.94 1162.12 3621 1050.43 978.388 1390.34 2791.04 989.212 653.033 109.429 59.6598 49.7694 1134.26 1106.78 123.319 983.459 160.454 412.107 13.2125 1.81244 1221.78 internal_count=911180 240328 670852 104860 135468 32786 564080 72074 106772 19770 5884 26062 19920 61843 13016 46012 17544 12832 2466 1186 1280 5734 5573 659 4914 841 9783 136 49 44929 is_linear=0 shrinkage=0.01 Tree=445 num_leaves=31 num_cat=0 split_feature=9 9 5 9 9 9 4 4 0 5 5 4 9 9 9 4 4 0 5 5 9 4 5 5 5 5 3 9 4 5 split_gain=547.644 77.6244 101.036 63.4266 58.9995 56.248 83.9007 41.7607 39.1078 30.8805 26.0536 23.856 23.8507 26.9707 22.7483 22.3847 22.1119 19.2609 35.5605 19.6763 19.1089 33.9909 20.9475 18.8832 18.0369 17.763 22.6316 17.6231 17.6123 17.333 threshold=2.6250000000000004 4.3750000000000009 52.500000000000007 5.4850000000000012 2.5450000000000004 5.8550000000000013 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 152.50000000000003 1.5000000000000002 11.500000000000002 4.7650000000000006 4.8950000000000005 4.8950000000000005 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 24.500000000000004 9.1600000000000019 3.5000000000000004 37.500000000000007 35.500000000000007 18.500000000000004 48.500000000000007 29.500000000000004 2.1250000000000004 3.5000000000000004 21.500000000000004 decision_type=10 10 2 10 8 10 10 10 2 2 2 10 10 10 10 10 10 2 2 2 10 10 2 2 2 2 10 10 8 2 left_child=4 15 3 7 27 -4 9 12 25 -7 11 16 -3 24 -13 -2 -9 19 -19 29 22 -22 -5 -23 -14 28 -27 -1 -6 -15 right_child=1 2 5 20 8 6 -8 10 -10 -11 -12 14 13 17 -16 -17 -18 18 -20 -21 21 23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.0022892838334270661 0.00019630666952731964 -0.0026321756771139856 -0.0044096942114038654 0.00022651943077088197 0.0034024822497322684 0.0034923806563097897 -0.0070747261158798126 -0.0013709643648483613 0.0052662332256066665 -0.0016865626629044405 -0.0042223258943148122 -0.006823423320769989 0.0021812467607708126 -0.00040282553996438315 0.014642895069792253 -0.0026756207473763211 -0.0052144922755810877 -0.0040255385411872039 0.00032195356464702666 -0.0036220359050993718 -0.0056778698220741851 0.0045443363185821975 0.0036551468685765386 -0.010653080659222967 -0.0050128246633731185 0.0045991266406620757 -0.0024055726571233578 0.00037198974465220831 -0.0028263835360322533 0.0038557502454657183 leaf_weight=1274.5231864582747 5772.8792318636551 696.5747222150676 1455.5796011653729 2823.0791441397741 1681.2701678043231 270.94191319588572 160.76407173858024 907.19460298400372 1105.2158852862194 200.21100285928696 729.66239926498383 7.0608355775475529 437.51006937725469 1906.7736097048037 16.409633909817785 284.78539448184893 179.25706982426345 473.97955540427938 311.98461902234703 182.13690697122365 135.14581403136253 66.687355064786971 190.19897975679487 9.3183363683056069 37.867200240492821 71.706623470410705 129.29122309852391 768.4584102248773 46.653653666377068 100.61839176854119 leaf_count=28271 135309 28680 158747 104978 42973 12662 28713 41581 35235 13951 62107 168 12502 83567 168 12055 8786 14782 8897 15586 20991 2039 9495 2528 2069 1283 2695 15224 881 4257 internal_value=0 -0.000852051 -0.00134172 -0.000891557 0.00288182 -0.00332813 -0.000836815 -0.00150052 0.00376638 0.00129165 -0.00275455 -0.00178964 -0.0009443 -0.000603595 0.00818499 6.12904e-05 -0.00200512 -0.000956958 -0.00229982 -0.000474917 0.000239152 -0.00266898 0.000442935 0.00268113 0.00160819 0.00290701 9.33762e-05 0.0015681 0.0032343 -0.000189369 internal_weight=0 17356.6 11299 9211.46 5077.12 2087.5 631.917 5987.03 3034.14 471.153 1839.58 1109.92 4147.45 3450.87 23.4705 6057.66 1086.45 2975.49 785.964 2189.53 3224.43 211.152 3013.28 76.0057 475.377 1928.92 200.998 2042.98 1727.92 2007.39 internal_count=911180 784618 637254 423181 126562 214073 55326 283150 83067 26613 112810 50703 170340 141660 336 147364 50367 127089 23679 103410 140031 25558 114473 4567 14571 47832 3978 43495 43854 87824 is_linear=0 shrinkage=0.01 Tree=446 num_leaves=31 num_cat=0 split_feature=9 9 5 9 9 9 0 2 1 9 5 5 1 9 2 1 2 5 2 5 9 5 5 5 5 9 1 2 9 9 split_gain=537.306 76.2044 99.4983 62.244 58.0716 55.4597 38.6307 35.4442 41.4991 34.1416 26.7546 23.3131 20.2688 35.3531 32.9604 44.6941 22.5365 51.3664 38.4581 35.3937 18.7739 25.4225 33.3293 20.4983 18.6896 19.228 18.5922 32.9305 17.566 26.1931 threshold=2.6250000000000004 4.3750000000000009 52.500000000000007 5.4850000000000012 2.5450000000000004 5.8550000000000013 1.0000000180025095e-35 0.97385509227614497 0.37053001277139214 5.8750000000000009 107.50000000000001 25.500000000000004 0.75110619469026563 2.5450000000000004 0.67403517342452379 0.14337101747173689 0.66349106014087067 15.500000000000002 0.62453007518796999 35.500000000000007 9.1600000000000019 17.500000000000004 7.5000000000000009 37.500000000000007 212.50000000000003 4.0850000000000009 0.40056497175141254 0.54570024570024578 4.7650000000000006 4.8950000000000005 decision_type=10 10 2 10 8 10 2 2 2 10 2 2 2 10 2 2 2 2 2 2 10 2 2 2 2 10 2 2 10 10 left_child=4 24 3 11 -1 -4 12 8 9 10 -7 28 14 -14 16 -16 18 -18 -6 -19 23 22 -22 -5 -2 -26 -10 -28 -3 -30 right_child=1 2 5 20 6 7 -8 -9 26 -11 -12 -13 13 -15 15 -17 17 19 -20 -21 21 -23 -24 -25 25 -27 27 -29 29 -31 leaf_value=0.001552978686717784 -7.1332385093027725e-05 -0.0025636066942628256 -0.0043806931499486461 0.00022424502069020823 0.0044530931951245042 0.035594633763689723 0.0052280679005523786 0.004058502390464588 0.0073086766540546959 -0.0056564201134021797 -0.0068238443703574313 -0.0039156494941493068 -0.00013845495359282202 0.0097614754313015521 0.0048021669643655372 -0.0017119033503398831 0.0005855745614170055 0.023613000690979082 -0.0034363487411408003 0.0017440836145786848 -0.0039533397407933765 -0.0076002449882936023 0.0061047022976745413 0.0036138179548621712 0.003321407801193485 -0.0040311432995142685 0.0014994501014669044 -0.0078665261362101599 0.00081837489922677753 -0.0013706494797413376 leaf_weight=2042.2533609364182 5733.6229533408768 952.79890369577333 1450.5888069132343 2823.1944701941684 963.7549690194428 3.6299898852594188 1102.1665806220844 120.11298355739564 36.606402596924454 231.23729017237201 2.5185916619375348 370.73230152949691 355.99560332670808 40.138430887833238 183.26253109332174 247.67965824063867 32.470517598092556 27.582269720733166 66.019198371097445 10.114545019343494 88.537581873591989 69.503595390357077 52.470556164160371 190.44915831694379 283.17120004910976 40.677114461082965 190.25581737351604 46.767726031597704 632.51306985877454 4025.3229219447821 leaf_count=43495 136017 39297 158747 104978 28989 122 35235 3299 2094 30911 263 33522 6520 475 4890 4720 632 352 1064 190 10193 12425 2940 9495 8520 2827 12355 6282 21952 188379 internal_value=0 -0.000844126 -0.0013297 -0.000883225 0.00285622 -0.00330407 0.00373485 -0.000829547 -0.00197847 -0.00503801 0.0182191 -0.00148694 0.0028808 0.000864659 0.0034025 0.00105827 0.00432094 0.00980449 0.0039473 0.0177453 0.000236772 -0.00265043 -0.00021064 0.000438451 6.06786e-05 0.00239789 0.000675818 -0.000348575 -0.00132646 -0.00107339 internal_weight=0 17344.7 11287.2 9205.52 5071.44 2081.72 3029.18 631.129 511.016 237.386 6.14858 5981.37 1927.02 396.134 1530.88 430.942 1099.94 70.1673 1029.77 37.6968 3224.16 210.512 141.008 3013.64 6057.47 323.848 273.63 237.024 5610.63 4657.84 internal_count=911180 784618 637254 423181 126562 214073 83067 55326 52027 31296 385 283150 47832 6995 40837 9610 31227 1174 30053 542 140031 25558 13133 114473 147364 11347 20731 18637 249628 210331 is_linear=0 shrinkage=0.01 Tree=447 num_leaves=31 num_cat=0 split_feature=9 9 5 9 9 9 4 4 5 2 2 5 5 9 9 4 1 5 5 3 4 9 4 1 1 1 1 1 4 9 split_gain=527.199 74.8005 98.0041 61.8226 57.203 53.6708 80.7383 41.7029 29.7848 29.4193 32.4606 26.237 24.4618 23.2719 25.6142 21.9602 29.6593 23.4658 19.9371 19.5971 19.3623 18.4772 33.4201 21.2112 19.956 25.2235 28.501 23.0329 18.3156 25.3772 threshold=2.6250000000000004 4.3750000000000009 53.500000000000007 5.4850000000000012 2.5450000000000004 5.8550000000000013 2.5000000000000004 1.5000000000000002 154.50000000000003 0.16749174917491746 0.13453458306399482 30.500000000000004 1.5000000000000002 4.7650000000000006 4.8950000000000005 2.5000000000000004 0.26344707923655292 98.500000000000014 117.50000000000001 29.500000000000004 2.5000000000000004 9.1600000000000019 1.5000000000000002 0.11055555555555556 0.63673020527859248 0.31158186076218869 0.32087118565105982 0.69789381307591059 11.500000000000002 4.9150000000000009 decision_type=10 10 2 10 8 10 10 10 2 2 2 2 2 10 10 10 2 2 2 10 10 10 8 2 2 2 2 2 10 10 left_child=4 15 3 7 -1 -4 8 13 -7 10 28 -6 -11 -3 -15 -2 17 -17 -19 -13 -12 24 -23 -24 25 -5 -27 -26 -9 -30 right_child=1 2 5 21 11 6 -8 9 -10 12 20 19 -14 14 -16 16 -18 18 -20 -21 -22 22 23 -25 27 26 -28 -29 29 -31 leaf_value=0.0015379143730913753 0.00019370856310963993 -0.0025924874181497111 -0.004356785301360566 1.7410069931345387e-05 0.0040075147876381676 0.0033861303342795045 -0.0070243027400488005 -0.0017802486931046077 -0.0017448599201817072 -0.0021936485488768119 0.01320561368795441 0.0044203017684152999 -0.004755930956390853 0.00156317710173422 -0.00093227219118932256 0.0005227695455202238 -0.0049432617941379351 0.063729771782675901 0.013125942971374521 -0.0010502152770070843 -0.0094339328910639873 -0.0056340248885484003 0.014766622811735838 0.00036012277381035541 -0.0053043852775342803 0.0097150521253631175 0.0017037647979977083 -0.00025020230049953757 -0.0055990210546883355 0.014907629329511405 leaf_weight=2041.6383514329791 5773.0422520386055 695.38643403444439 1433.3713474541437 1503.0099518019706 2734.108536937274 272.04715604195371 157.79408731567673 270.35229620151222 193.67649785755202 847.51404358958825 25.708142297342423 100.09866353310645 664.90694384393282 477.29244120512158 2975.9328730669804 88.378211857285351 189.206331867259 0.89675917709246178 5.9070658921264112 189.36706329789013 4.4283619630150488 134.0232838538941 12.174731701612471 63.65031015384011 112.71183175221086 46.686842333059758 909.56135867442936 450.77819823333994 9.7638952583074587 15.800044564530252 leaf_count=43495 135309 28740 157736 60701 77579 12766 28490 9307 13611 42314 567 1770 60278 14628 127407 2601 9207 38 209 3718 377 20991 130 4437 7995 820 34484 11051 244 180 internal_value=0 -0.000836215 -0.00131767 -0.000877341 0.00283116 -0.0032914 -0.000842229 -0.00147905 0.00125235 -0.00273276 -8.30063e-06 0.00370441 -0.00332011 -0.000923458 -0.00058736 6.00715e-05 -0.00265274 0.00190044 0.0197956 0.000841516 0.00987888 0.000237076 -0.00263232 0.00267328 0.000436278 0.000825213 0.0020949 -0.00126116 -0.00101522 0.00707532 internal_weight=0 17334 11276.6 9219.68 5065.21 2056.89 623.518 5987.09 465.724 1838.47 326.053 3023.57 1512.42 4148.61 3453.23 6057.43 284.388 95.182 6.80383 289.466 30.1365 3232.6 209.848 75.825 3022.75 2459.26 956.248 563.49 295.916 25.5639 internal_count=911180 784618 637254 424651 126562 212603 54867 284042 26377 113267 10675 83067 102592 170775 142035 147364 12055 2848 247 5488 944 140609 25558 4567 115051 96005 35304 19046 9731 424 is_linear=0 shrinkage=0.01 Tree=448 num_leaves=31 num_cat=0 split_feature=9 9 5 9 9 9 4 4 0 5 1 5 4 9 9 1 9 4 1 5 1 9 5 4 0 5 1 1 5 5 split_gain=517.2 73.4305 96.5078 59.9167 56.2838 53.9084 81.0592 40.4292 38.1613 29.4536 27.1477 25.3811 24.7028 22.7196 25.5085 22.236 21.7179 21.5582 29.17 22.7128 20.0818 34.8257 27.3504 26.093 18.9587 35.0001 24.4691 29.6319 18.8427 18.3996 threshold=2.6250000000000004 4.3750000000000009 52.500000000000007 5.4850000000000012 2.5450000000000004 5.8550000000000013 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 154.50000000000003 0.82683658170914553 1.5000000000000002 11.500000000000002 4.7650000000000006 4.8950000000000005 0.85791925465838526 4.8950000000000005 2.5000000000000004 0.26344707923655292 98.500000000000014 0.75110619469026563 2.5450000000000004 29.500000000000004 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.21458087367178272 0.98936170212765973 34.500000000000007 117.50000000000001 decision_type=10 10 2 10 8 10 10 10 2 2 2 2 10 10 10 2 10 10 2 2 2 10 2 8 2 2 2 2 2 2 left_child=4 17 3 7 -1 -4 9 13 20 -7 11 12 -9 -3 -15 -12 -14 -2 19 -19 22 -22 23 -6 26 -26 -16 28 -28 -21 right_child=1 2 5 -5 8 6 -8 10 -10 -11 15 -13 16 14 24 -17 -18 18 -20 29 21 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=0.0015229902736422676 0.00019176481069512925 -0.0025633336992089356 -0.0043231166884350226 0.00023208821111350906 0.0042260023896437326 0.0033536234513240281 -0.0070029405869486364 -0.0022457807191349284 0.0051611751489520977 -0.0017289574705763432 0.0095239050008884014 -0.004492303341321207 -0.0066939325755969508 0.0015692639342563715 0.00094035770921240588 -0.00068273488501217644 0.014490383478416684 0.00051745757970597314 -0.0049088429349436876 0.060694959596855037 -0.00017641517813378607 0.0096697930313482221 0.00043723454172344507 -0.0038491777763759254 -0.0039738356422987058 0.00034282408883044943 -0.0013592471988545791 0.0042250623213344251 -0.0067608405364663199 0.012907682909408967 leaf_weight=2041.0314238080755 5773.2418799088337 693.9451709613204 1440.7689189703669 3223.2094544093125 1217.8218509899452 277.56417160527781 158.42765044979751 1020.1107298857532 1096.8651852896437 193.50416984083131 30.030611810274422 684.15309126721695 6.8851672681048539 475.91102621983737 804.60829911148176 73.797747909557074 16.286892778240144 88.392524898052216 188.6305421711877 0.9319984233006825 356.0493890363723 39.953048082068563 267.02711474522948 41.374182077124715 472.60906437598169 311.726826463826 1221.0452346852981 92.143632456660271 68.186437796335667 5.9466798054054379 leaf_count=43495 135309 28680 158747 140031 34931 13002 28713 48588 35235 13611 920 60472 160 14571 24397 2502 168 2601 9207 38 6520 475 5142 764 14782 8897 70181 1693 7139 209 internal_value=0 -0.00082844 -0.00130587 -0.000866669 0.00280569 -0.00325648 -0.000815214 -0.00145975 0.00367285 0.00126581 -0.00269695 -0.00299545 -0.00201386 -0.000912511 -0.000580095 0.00226936 0.00819584 5.94689e-05 -0.00263081 0.00187953 0.00282357 0.000816978 0.00334421 0.00396067 -0.00092447 -0.00225822 -0.000445917 -0.00125338 -0.00164493 0.0193824 internal_weight=0 17322.1 11264.9 9194.65 5060.12 2070.26 629.496 5971.44 3019.09 471.068 1831.26 1727.44 1043.28 4140.18 3446.23 103.828 23.1721 6057.14 283.902 95.2712 1922.23 396.002 1526.22 1259.2 2970.32 784.336 2185.98 1381.38 1289.23 6.87868 internal_count=911180 784618 637254 423181 126562 214073 55326 283150 83067 26613 112810 109388 48916 170340 141660 3422 328 147364 12055 2848 47832 6995 40837 35695 127089 23679 103410 79013 77320 247 is_linear=0 shrinkage=0.01 Tree=449 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 5 5 3 1 10 5 5 5 1 5 5 1 4 5 3 4 5 5 1 1 1 split_gain=5123.54 2334.34 323.966 159.277 122.666 40.2384 36.4918 29.7919 27.2865 15.4201 13.2074 18.2972 19.1549 12.3589 11.5899 10.6239 10.1445 20.6268 9.94179 9.49136 11.6455 8.57669 13.058 8.54804 13.3225 15.6949 13.6775 10.5777 10.347 21.0644 threshold=0.0011766494717448501 0.99894970655441295 2.9517374969145752e-05 0.3781151175498963 0.99998754262924205 0.97252115607261669 1.0372787642154437e-06 0.015218299813568552 0.00017857718921725002 12.500000000000002 6.5000000000000009 23.500000000000004 0.87585616438356173 0.99989646673202526 497.50000000000006 361.50000000000006 309.50000000000006 0.34556677890011228 204.50000000000003 13.500000000000002 0.055738304093567205 2.5000000000000004 103.50000000000001 29.500000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.19526212503504348 0.7003401360544218 0.68438714235252573 decision_type=2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 10 2 8 10 2 2 2 2 2 left_child=2 3 6 7 13 10 -1 -2 -4 23 -5 12 -12 21 18 -7 -15 -18 -13 20 -11 -3 -23 28 25 -25 -26 -27 29 -9 right_child=1 4 8 5 -6 15 -8 9 -10 19 11 14 -14 16 -16 -17 17 -19 -20 -21 -22 22 -24 24 26 27 -28 -29 -30 -31 leaf_value=-0.0097609036443815547 -0.0012814286791173635 0.005836234827714587 -0.0055387744722696529 0.0010704238192554968 0.010230987769034678 0.0036010548855882796 -0.0079043083386875421 -0.00073143952049912076 -0.0032920180281653922 0.022808067181634199 0.0058845937223121012 0.0016202498915183941 -0.010971152762389245 0.007945997999049775 -0.0052593584309735941 -0.0030929364468461175 -0.020091339967609711 0.0072014781207575245 0.0048569880331922359 0.0010573891401816991 0.0042036822653294574 0.0032191242852612103 -0.014943566261681047 -0.00028692457569973472 0.00015729817704806932 0.0034247813047626713 -0.0030798239046641984 0.00085076354091560293 -0.0035222824918877613 0.012319430167799126 leaf_weight=2585.0677648650017 2218.945591869764 563.86683641932905 972.10893307859078 2482.6903545409441 3329.7278898172081 1360.9195884913206 1792.9383320470806 911.5833137575537 1217.6177820158191 4.1318517476320293 178.00224724784493 844.70444433018565 7.0073250383138648 394.58675901219249 22.616039983928204 24.129397429525852 3.9511371180415145 9.2558924816548807 106.90644182264805 1034.5437776781619 18.117531713098288 65.982604904100299 4.2109785228967658 822.40333171188831 316.28090929612517 245.06691597402096 222.23627402819693 458.04082613810897 134.57310455664992 12.537273917347191 leaf_count=378139 39670 9253 61843 13886 115548 12892 185941 6569 44929 25 863 4262 38 9647 138 124 30 106 583 10584 207 866 18 4804 2472 1359 2136 3242 907 99 internal_value=0 0.00307941 -0.00742985 0.000701598 0.00929398 0.00203366 -0.00900057 -0.000344943 -0.00428944 0.000152246 0.00148192 0.00236321 0.00524617 0.00629934 0.00181573 0.00348444 0.00765744 -0.000963694 0.00198387 0.00119637 0.00765863 0.00542588 0.00212953 -0.000201107 0.000173602 0.000650941 -0.0011786 0.00174793 -0.000931639 -0.000554382 internal_weight=0 15797 6567.73 11425.4 4371.58 5026.98 4378.01 6398.46 2189.73 4179.52 3641.93 1159.24 185.01 1041.85 974.227 1385.05 407.794 13.207 951.611 1056.79 22.2494 634.06 70.1936 3122.72 2064.03 1525.51 538.517 703.108 1058.69 924.121 internal_count=911180 240328 670852 104860 135468 32786 564080 72074 106772 32404 19770 5884 901 19920 4983 13016 9783 136 4845 10816 232 10137 884 21588 14013 9405 4608 4601 7575 6668 is_linear=0 shrinkage=0.01 Tree=450 num_leaves=31 num_cat=0 split_feature=5 4 1 4 1 1 1 0 4 0 1 3 3 1 5 5 4 1 5 5 0 1 1 5 4 5 4 8 1 5 split_gain=108.059 53.375 43.1256 33.2153 38.5593 48.3133 28.2199 39.298 27.0926 21.8957 20.5336 19.9654 19.6156 18.596 25.4817 16.9066 22.4516 15.8421 14.6364 14.5336 14.1837 13.688 13.3465 13.0292 13.0154 12.8112 12.3475 12.2436 12.0939 11.251 threshold=3.5000000000000004 2.5000000000000004 0.040202020202020204 2.5000000000000004 0.49844720496894418 0.51630627437079057 0.13712060166532367 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 0.066767983789260368 29.500000000000004 25.500000000000004 0.98936170212765973 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 0.48846085567193326 303.50000000000006 1.0000000180025095e-35 1.0000000180025095e-35 0.23271742593182543 0.24494897959183673 212.50000000000003 1.5000000000000002 31.500000000000004 3.5000000000000004 1068.5000000000002 0.10022831050228312 53.500000000000007 decision_type=2 10 2 10 2 2 2 2 10 2 2 8 8 2 2 2 8 2 2 2 2 2 2 2 10 2 10 10 2 2 left_child=3 2 18 4 6 15 7 -1 17 25 -4 -7 -9 14 -13 16 -6 26 23 21 27 -8 -23 -2 -16 -3 -5 29 -14 -12 right_child=1 9 10 8 5 11 19 12 -10 -11 20 13 28 -15 24 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0018706085022937042 0.0015681969636833855 -0.002187413752294733 -0.0037088468574835139 0.00057197377326774956 0.0001983402192818838 -0.00036695078365791211 -0.0020785626687168258 -0.0024836457818605525 0.0019235958751718692 0.0019814311362789773 -0.00044274709413210365 0.0013379255048911445 0.00017879135005866947 0.0026309795034679816 -0.00059870333699107547 0.0032443751375860765 0.0039283320748496001 -0.0041282253932778618 -0.005509260490695965 -0.0018806662516860407 0.00089218243506268753 0.0045556405504359092 1.3254690196614201e-06 0.0076790500920002371 -0.0049466472720587837 -0.0042907990404087879 -0.0024014752293052368 0.048406884916268871 0.010116303913706704 -0.0012984791917267696 leaf_weight=1752.5235263216309 777.51087349280715 652.54503079783171 234.2452382936608 250.95466850651428 517.96699494402856 1295.5811603567563 318.54719451721758 306.35265085473657 224.50060352915898 90.604334877803922 3361.0168024580926 1103.5700685097836 1885.7438840456307 641.19591992162168 262.23711283644661 1298.3501516310498 234.40087806992233 244.65508468728513 28.012540630996227 642.00490384921432 518.30611313926056 66.787329248618335 1760.3488903911784 36.530461675487459 93.358121721539646 520.57980132079683 314.89080612361431 0.50500292330980201 12.326518455985932 2830.2310611507855 leaf_count=40089 18164 39864 20905 8735 12790 40014 12153 15199 4976 3280 164786 32575 45400 13825 8126 33353 7961 11567 1699 24761 19531 1447 54476 901 3471 76143 14868 5 295 179821 internal_value=0 -0.000848729 -0.000539341 0.00056937 0.000715384 0.00134121 0.000209995 0.000752921 -0.00115054 -0.00275499 -0.000798494 0.000609328 -0.000135645 0.00121153 0.00058779 0.00255319 0.00136042 -0.00200204 0.00159786 -0.000560653 -0.000696895 -0.000165695 0.000167799 0.00184242 -0.00174021 -0.0031208 -0.00108274 -0.000829915 0.000243328 -0.000833931 internal_weight=0 9050.09 7786.36 13226.3 12191.3 5446.66 6744.63 3956.95 1035 1263.73 6944.3 3395.94 2204.42 2100.36 1459.17 2050.72 752.368 810.501 842.054 2787.69 6710.06 2145.68 1827.14 814.041 355.595 1173.12 565.845 6191.75 1898.07 6191.25 internal_count=911180 525099 405812 386081 345935 152115 193820 100983 40146 119287 385048 98011 60894 57997 44172 54104 20751 35170 20764 92837 364143 68076 55923 19065 11597 116007 23603 344612 45695 344607 is_linear=0 shrinkage=0.01 Tree=451 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 9 10 10 10 9 4 10 10 9 9 3 1 1 1 9 9 9 9 9 3 4 9 9 split_gain=5047.14 2315.89 324.128 212.611 104.479 49.63 45.7051 43.9415 36.7526 34.2923 24.9457 21.8685 20.9104 19.7518 19.6357 18.4605 18.0934 28.3837 25.637 17.4206 29.7661 23.2854 31.6456 16.5869 18.1973 25.8089 18.14 14.1391 13.1448 14.4721 threshold=0.0011766494717448501 0.99977076053619396 2.9517374969145752e-05 0.8784809708595277 3.3950000000000005 0.99998754262924205 9.0500000000000025 5.5250000000000012 1.0372787642154437e-06 0.18897357583045957 0.00032736793218645006 3.9350000000000005 1.5000000000000002 0.036334333941340412 0.99473056197166454 6.0750000000000011 5.2750000000000012 28.500000000000004 0.77442071785552036 0.15831244778613199 0.17677696078431374 5.4850000000000012 6.1950000000000012 4.8650000000000011 6.0250000000000012 6.285000000000001 22.500000000000004 2.5000000000000004 8.1200000000000028 7.6450000000000005 decision_type=2 2 2 2 10 2 8 10 2 2 2 8 10 2 2 10 10 8 2 2 2 10 10 10 10 10 10 10 10 10 left_child=2 3 8 4 13 -3 14 10 -1 12 -4 -12 16 -2 23 -10 17 -6 19 -18 21 -21 -23 -5 -25 26 -26 -16 29 -27 right_child=1 5 7 6 9 -7 -8 -9 15 -11 11 -13 -14 -15 27 -17 18 -19 -20 20 -22 22 -24 24 25 28 -28 -29 -30 -31 leaf_value=-0.0097564522449030012 -0.0023237584604180721 0.0070981152805775259 -0.0057367586338513653 0.0010784957380497496 -0.0025683992795814052 0.010224540389990979 0.0070948780614005207 -0.00068676574817874442 -0.0082300544142085586 0.0017564612168685673 -0.0054664285596720368 -0.0019325108334167812 -0.0010485603032141795 -0.00071714521665791403 0.0044661890381520594 -0.0048782369112618327 0.00097441669810858068 0.00080653804309195089 -0.0049592723885369542 -0.0024034818668066398 0.0037471736233598385 0.05391984065634909 0.0037702343238108231 0.0038115830122319896 -0.009789493160422465 0.0024262028944951634 9.335055090092879e-05 0.00059064707634451364 -0.0025246983159495301 0.010082527245612019 leaf_weight=2558.4161458427552 1281.0256808660924 600.17554058786482 1158.4720058487728 768.18625643476844 313.337263379246 3297.0575885130093 272.44093109853566 296.85592971974984 1595.3639638542663 2560.5581307075918 295.44917077664286 429.90861453441903 941.68597426824272 1900.4331759549677 786.39447085745633 183.1839565532282 337.37329570390284 1217.3046005181968 48.6328583098948 2.3883957266807547 315.3825303632766 3.3578016385436058 2.0123982802033424 748.65153157711029 32.735655926167965 103.65740268677473 42.927586488425732 106.93711567670107 36.279735457152128 32.406499393284321 leaf_count=378139 10349 13291 66776 5091 5495 115548 7006 15012 165283 13295 7057 17927 19183 10211 8208 20658 3007 18229 479 50 4740 41 27 3616 203 582 267 918 315 177 internal_value=0 0.00305569 -0.00740761 0.000857104 8.96178e-05 0.00974307 0.00319404 -0.0042627 -0.00898892 0.000895046 -0.00482619 -0.00337193 0.00020175 -0.00136405 0.00279423 -0.00788483 0.000727425 0.000115656 0.00204788 0.00256381 0.00422321 0.0235737 0.0351271 0.00218275 0.00303387 0.00068619 -0.00418246 0.00400226 0.00282365 0.00424972 internal_weight=0 15751.3 6517.65 11854.1 8923.49 3897.23 2930.62 2180.69 4336.96 5742.03 1883.83 725.358 3181.48 3181.46 2658.18 1778.55 2239.79 1530.64 709.147 660.514 323.141 7.7586 5.3702 1764.84 996.658 248.007 75.6632 893.332 172.344 136.064 internal_count=911180 240328 670852 111489 85106 128839 26383 106772 564080 64546 91760 24984 51251 20560 19377 185941 32068 23724 8344 7865 4858 118 68 10251 5160 1544 470 9126 1074 759 is_linear=0 shrinkage=0.01 Tree=452 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 5 0 4 5 4 4 5 3 1 5 1 1 1 1 1 1 3 10 4 5 5 split_gain=4976.33 2319.48 298.43 213.551 65.0621 50.0114 30.9698 29.8046 29.6144 18.7095 22.1246 19.2181 31.8644 17.7062 15.7391 30.7547 15.4381 14.0199 20.9225 18.2073 12.6508 13.2568 12.6278 12.1913 12.6805 11.8677 11.1088 20.4645 9.87081 18.8854 threshold=0.00099748477805400022 0.99977076053619396 2.1584159185294997e-05 0.8784809708595277 0.049213243648409809 0.99998754262924205 1.0372787642154437e-06 0.00014260681928130004 0.99473056197166454 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 10.500000000000002 4.5000000000000009 2.5000000000000004 63.500000000000007 42.000000000000007 0.33460559796437661 1.0000000180025095e-35 0.33218390804597703 0.71068484464172488 0.15434243176178658 0.14226190476190473 0.98936170212765973 0.6802061855670104 29.500000000000004 0.011652591172605703 1.5000000000000002 33.500000000000007 27.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 10 2 10 8 2 8 2 2 2 2 2 2 2 2 10 2 10 2 2 left_child=2 3 6 4 16 -3 -1 -4 -5 10 -6 -11 23 20 -10 -16 17 18 -2 -20 21 22 -14 24 -13 -21 27 28 29 -27 right_child=1 5 7 8 9 -7 -8 -9 14 11 -12 12 13 -15 15 -17 -18 -19 19 25 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0097521881177213502 -0.0015878559114507126 0.0070694350012631638 -0.0058082452718023567 0.0024351556555926349 0.0008071007418298502 0.010218060240883396 -0.0079794923135475242 -0.0034707324566267401 0.0049979012465667322 0.0016907936805423535 -0.0012534549078529742 -0.0018092666765527291 0.0046763976916880919 -0.0056191852943169515 0.0030270620662443308 -0.012552235821786224 0.027521495629129547 -0.001584898963725297 0.00026278012077022016 0.000101502135090677 0.0092926551346777277 0.0010659010001345731 0.019854793357837835 0.0064624717157626549 -0.0079421631421634949 0.016098309253511339 0.0027738839829574645 -0.0029381043484507721 0.0062449503877919608 0.043709890506556881 leaf_weight=2534.061476720497 743.69648060016334 596.60226632189006 983.52601566445082 1911.6086169872433 1415.5819751322269 3266.3110935408622 1612.7496527293697 1224.7192019228823 897.50798872299492 2391.4027144238353 824.63625442609191 359.19000108912587 58.455771796405315 28.780723432078958 101.74709461629391 14.47360699623823 1.8989759236574162 1911.5479001663625 872.59960175305605 25.27388316206634 25.695516843348742 276.96693535149097 6.0483173392713061 16.211696051061153 37.20557838305831 11.224300395697361 18.541583681479096 6.197680893354117 5.3133695516735306 3.1785947494208804 leaf_count=378139 8653 13291 68184 13202 7897 115548 172988 48202 12073 13977 4407 2440 413 189 1045 63 10 31499 14455 496 211 2596 40 86 299 205 225 199 123 25 internal_value=0 0.00299453 -0.00748141 0.000819398 5.94095e-05 0.00973178 -0.00906276 -0.00451183 0.00316785 0.000749493 4.85992e-05 0.00124017 -9.25979e-05 0.00193391 0.00454952 0.00108689 -0.000983569 -0.000998616 -0.000333911 0.000655716 0.00252596 0.00201677 0.00609962 -0.00203728 -0.0023849 0.00557294 0.00868357 0.012912 0.0178944 0.0221919 internal_weight=0 15827.9 6355.06 11965 9039.65 3862.91 4146.81 2208.25 2925.34 5440.18 2240.22 3199.96 808.555 395.947 1013.73 116.221 3599.47 3597.57 1686.03 942.329 367.167 341.471 64.5041 412.607 396.396 69.7294 44.4555 25.9139 19.7163 14.4029 internal_count=911180 243667 667513 114828 88445 128839 551127 116386 26383 32555 12304 20251 6274 3449 13181 1108 55890 55880 24381 15728 3260 3049 453 2825 2739 1273 777 552 353 230 is_linear=0 shrinkage=0.01 Tree=453 num_leaves=31 num_cat=0 split_feature=9 9 5 9 9 9 0 2 2 9 5 5 5 9 2 2 2 0 2 9 9 2 9 2 2 2 2 2 2 5 split_gain=482.641 66.3589 90.2755 58.4369 54.921 52.1576 36.9048 32.6438 40.6067 33.0909 24.8612 23.1332 18.4887 18.6266 17.9371 27.2103 23.3502 32.3131 24.4376 21.3697 39.4307 30.9498 41.5529 40.2428 20.5029 18.4173 17.8574 44.0003 26.731 53.0894 threshold=2.6250000000000004 4.3750000000000009 53.500000000000007 5.4850000000000012 2.5450000000000004 5.8550000000000013 1.0000000180025095e-35 0.97385509227614497 0.62871870397643603 5.8750000000000009 107.50000000000001 25.500000000000004 212.50000000000003 4.0850000000000009 0.36032786885245904 0.30032679738562096 0.68783602150537648 1.0000000180025095e-35 0.67879188712522065 5.535000000000001 5.705000000000001 0.41202270381836947 5.5250000000000012 0.37529342723004699 0.72792207792207797 0.41202270381836947 0.68703358208955234 0.85379556042751448 0.66349106014087067 15.500000000000002 decision_type=10 10 2 10 8 10 2 2 2 10 2 2 2 10 2 2 2 2 2 10 10 2 8 2 2 2 2 2 2 2 left_child=4 12 3 11 -1 -4 26 8 -7 10 -10 -3 -2 -14 15 -5 17 18 19 21 -21 22 -16 -24 -18 -19 28 -28 -6 -30 right_child=1 2 5 14 6 7 -8 -9 9 -11 -12 -13 13 -15 16 -17 24 25 -20 20 -22 -23 23 -25 -26 -27 27 -29 29 -31 leaf_value=0.0014576987043319117 -8.6905077301553825e-05 -0.0012628469920020122 -0.0042378893197840845 -0.00025854584078243743 0.0029598187731982107 0.00076849293491062707 0.0050768375943984565 0.0039893921425873313 0.034117909514245204 -0.0056152148979968309 -0.0067675021103456743 -0.0038330944187861104 0.0032992412814050924 -0.0039909285837665311 0.012500889740034394 -0.0053910709710863428 -0.0048952258591233033 0.0043061156942746214 0.0096677575020571206 -0.0027538870011598955 0.0028642943921447258 0.0026040752855644128 0.10899813635198871 0.011886342605082882 0.0001899915380594265 -0.0051920685736771563 -0.0018947922027606953 0.0046637964204452919 0.0001335169366890963 0.016863702727382156 leaf_weight=2010.3043378768489 5670.5319576468319 5542.1276154140942 1403.5056757808197 866.07654324360192 1398.5015088040382 268.20132324332371 1076.1523786457255 117.80545976990834 3.7275344785302869 221.1340634834487 2.474596748361364 373.79360733553767 279.52056740503758 40.071963003370911 25.834491973742846 117.28079662285745 85.151750179706141 26.407749208621681 46.020813407376409 159.75152465468273 573.00290347798727 53.180039250291884 0.90797314047813305 0.80508875614032149 1150.9761341309641 89.956506037618965 237.44417808298022 179.70817503612489 35.619875451549888 40.571180520579219 leaf_count=43495 136017 249628 157736 25634 37048 20493 35235 3254 119 30737 264 34414 8520 2827 515 9312 7463 665 770 10214 17892 3003 25 38 58453 6625 4583 4898 695 608 internal_value=0 -0.000803631 -0.00126043 -0.000836671 0.00273393 -0.00317481 0.00359836 -0.000742168 -0.00186701 -0.00497627 0.017805 -0.00142525 4.4988e-05 0.00238517 0.000253027 -0.00087068 0.000752578 0.00190893 0.00257847 0.00217741 0.00163945 0.00706048 0.0156635 0.0633584 -0.000160308 -0.00303655 0.00275734 0.000930631 0.00327407 0.00904222 internal_weight=0 17118.2 11128.1 9111.27 4978.3 2016.85 2968 613.343 495.538 227.336 6.20213 5915.92 5990.12 319.593 3195.35 983.357 2211.99 975.867 859.503 813.482 732.754 80.7276 27.5476 1.71306 1236.13 116.364 1891.84 417.152 1474.69 76.1911 internal_count=911180 784618 637254 424651 126562 212603 83067 54867 51613 31120 383 284042 147364 11347 140609 34946 105663 39747 32457 31687 28106 3581 578 63 65916 7290 47832 9481 38351 1303 is_linear=0 shrinkage=0.01 Tree=454 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 9 10 9 10 10 10 4 10 5 10 9 5 9 1 1 9 2 3 5 5 2 5 5 9 5 split_gain=4900.16 2298.48 298.457 209.736 107.195 52.4579 50.4258 45.066 34.5334 31.1967 25.0511 21.8736 20.8171 22.3825 19.1 17.8172 17.5896 26.3798 64.0819 115.573 17.0105 38.6289 28.9297 18.4758 23.1146 16.7698 16.75 16.3902 19.2033 16.5565 threshold=0.00099748477805400022 0.99977076053619396 2.1584159185294997e-05 0.8784809708595277 3.3950000000000005 5.5250000000000012 0.99998754262924205 9.0500000000000025 0.18897357583045957 1.0372787642154437e-06 0.00014260681928130004 1.5000000000000002 0.036334333941340412 119.50000000000001 0.99473056197166454 3.9350000000000005 35.500000000000007 6.6150000000000011 0.66522988505747138 0.71068484464172488 5.2650000000000006 0.22271825396825398 28.500000000000004 35.500000000000007 1.0000000180025095e-35 0.28629976580796251 1.5000000000000002 39.500000000000007 6.2350000000000012 273.50000000000006 decision_type=2 2 2 2 10 10 2 8 2 2 2 10 2 2 2 8 2 10 2 2 10 2 8 2 2 2 2 2 10 2 left_child=2 3 9 4 12 10 -3 14 11 -1 -4 20 -2 -14 -5 -12 -7 -18 -19 -20 22 -22 -6 24 -24 26 -26 -13 -29 -30 right_child=1 6 5 7 8 16 -8 -9 -10 -11 15 27 13 -15 -16 -17 17 18 19 -21 21 -23 23 -25 25 -27 -28 28 29 -31 leaf_value=-0.0097474680385333298 -0.002361474927888239 0.0070379271739978658 -0.0063879582045455368 0.0021441340962250767 -0.0025722279234536055 -0.0021102652817404748 0.010211361149730685 0.0070421325760037581 0.0017397746566248573 -0.0079598510378759528 -0.0056199936218508263 -0.0017475418649635034 -0.0010143438126002824 0.0034104159264375477 0.0039427652472497667 -0.0029821654612682828 -0.0019265541124990277 0.0063187787005344687 0.18649869217236772 0.017259346388375663 -0.0026122998454675499 0.0031189197578102386 -0.00020465146096096078 -0.0020531559252246496 0.00087192350783202571 0.001698057455725489 0.0080375072654317627 0.00022230318068026643 0.012529527975215001 -0.008521101750311599 leaf_weight=2506.4564392054453 1328.7601092588156 592.53730066027492 841.86487476667389 1761.8534446470439 316.46321000065655 217.63911679619923 3231.303212675266 269.07268909178674 2561.1948484294116 1599.0722740860656 437.19634477235377 761.60187860392034 1777.2611942328513 122.18137260526419 887.96704060584307 618.05440336279571 45.041321609634906 36.806622085161507 0.55881235934793894 1.4518899703398345 147.01750245410949 587.79454298038036 502.28566977567971 189.70868024975061 48.855773279443383 393.28089799638838 98.177028982900083 171.8538686754182 23.420948183164004 4.4454338606446973 leaf_count=378139 10996 13291 57972 10251 5726 10527 115548 7006 13295 172988 11761 14170 9601 610 9126 29993 4012 2039 20 62 1331 7632 6093 4829 481 6366 1262 5603 362 88 internal_value=0 0.00297122 -0.00745893 0.000812404 5.94711e-05 -0.00448564 0.00971961 0.00314281 0.0008717 -0.0090512 -0.00510142 0.000186531 -0.00140137 -0.000729722 0.00274686 -0.00407503 -0.000610955 0.00328022 0.00932185 0.0642942 0.000719234 0.00197225 0.000124744 0.000817341 0.00133965 0.00277526 0.00565654 -0.00107888 0.00147094 0.00917139 internal_weight=0 15777 6304.14 11953.2 9034.3 2198.61 3823.84 2918.89 5806.1 4105.53 1897.12 3244.91 3228.2 1899.44 2649.82 1055.25 301.498 83.8586 38.8173 2.0107 2283.58 734.812 1548.77 1232.31 1042.6 540.314 147.033 961.322 199.72 27.8664 internal_count=911180 243667 667513 114828 88445 116386 128839 26383 67238 551127 99726 53943 21207 10211 19377 41754 16660 6133 2121 82 33720 8963 24757 19031 14202 8109 1743 20223 6053 450 is_linear=0 shrinkage=0.01 Tree=455 num_leaves=31 num_cat=0 split_feature=9 9 9 9 2 0 4 0 9 3 4 9 4 2 2 9 3 2 3 2 2 2 2 2 9 4 9 2 3 4 split_gain=466.992 63.9152 71.2883 53.7649 36.9376 84.5301 41.7762 36.1878 34.4579 27.2561 24.6424 25.8452 19.9633 18.3382 18.2712 20.4308 34.6259 18.1945 17.9495 17.414 43.0465 26.419 28.4565 23.1999 39.1071 19.1108 17.289 19.6852 16.8938 16.7313 threshold=2.6250000000000004 4.3750000000000009 5.4850000000000012 2.5450000000000004 0.16749174917491746 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 9.1600000000000019 24.500000000000004 11.500000000000002 4.9150000000000009 2.5000000000000004 0.13453458306399482 0.73703419131771042 4.3550000000000013 29.500000000000004 0.16749174917491746 28.500000000000004 0.68703358208955234 0.85379556042751448 0.66349106014087067 0.62453007518796999 0.24165739710789766 2.5450000000000004 1.5000000000000002 2.4350000000000005 0.96446608946608958 23.500000000000004 2.5000000000000004 decision_type=10 10 10 8 2 2 10 2 10 10 10 10 10 2 2 8 8 2 10 2 2 2 2 2 10 10 10 2 8 10 left_child=3 12 4 26 5 9 -6 19 29 -3 13 -12 -2 -7 17 -16 -17 -14 -10 21 -21 22 23 24 -5 -23 -1 -28 -25 -4 right_child=1 2 8 7 6 10 -8 -9 18 -11 11 -13 14 -15 15 16 -18 -19 -20 20 -22 25 -24 28 -26 -27 27 -29 -30 -31 leaf_value=0.0017928569527161237 0.00017084074801117216 -0.0037565034973446165 0.00043522642717295948 0.00062659052205893114 -0.0015906114032887123 -0.003055427086871313 -0.0034090456206139676 0.0050268906396093507 -0.0052685884670897725 0.0030506375961469514 -0.0056844320626821074 0.015326942787231923 0.0011273655535373409 0.0085590953433234591 0.0024067743705866273 -0.010521955313982598 0.15104879364051657 -0.0053394914721632538 0.00031039567957344075 -0.0018859786009771185 0.0046198269188527036 0.011301647378545197 -0.0035375988134093549 0.0085601577817232526 0.0098081467355303972 -0.0018699563115521078 -0.00028171173166824593 -0.011981430033652207 0.003797359879498466 -0.0011431196423644817 leaf_weight=1738.3554377090186 5688.9463534699753 65.701065891422331 2887.6580548174679 456.60117218829691 3674.0997610697523 776.92711015092209 1925.4778897000942 1067.5500345844775 192.68341499660164 561.72337357490323 9.4901925493031758 15.280236799269913 58.021542387548834 13.836277181282638 46.530898682307452 0.28502894751727481 0.24809106206521392 173.91102588130161 82.301459674956277 236.39084043819457 178.50024254992604 62.494363855570555 65.046894391998649 82.881395662203431 51.636016812175512 13.372522259131072 246.23019475210458 15.273052083328365 734.14496999513358 875.17419219925068 leaf_count=38419 135309 2068 127774 10748 209017 25308 162415 35235 35130 12226 237 170 1350 336 1731 23 21 8930 8108 4583 4898 1074 1064 3206 575 229 4893 183 21455 54465 internal_value=0 -0.000791548 -0.00124091 0.00269791 -0.00184826 -0.000421604 -0.0022159 0.00355634 -0.0001816 0.00233782 -0.00254455 0.00727694 4.2759e-05 -0.0028522 -0.00256892 0.00311202 0.0646661 -0.00372171 -0.00359883 0.00272177 0.00091304 0.00323359 0.00292002 0.00323698 0.00155942 0.00897998 0.00143223 -0.000965032 0.00428051 6.81285e-05 internal_weight=0 17048.3 11080.4 4948.48 7042.54 1442.96 5599.58 2948.62 4037.82 627.424 815.534 24.7704 5967.94 790.763 278.997 47.064 0.53312 231.933 274.985 1881.07 414.891 1466.18 1390.31 1325.26 508.237 75.8669 1999.86 261.503 817.026 3762.83 internal_count=911180 784618 637254 126562 411777 40345 371432 83067 225477 14294 26051 407 147364 25644 12055 1775 44 10280 43238 47832 9481 38351 37048 35984 11323 1303 43495 5076 24661 182239 is_linear=0 shrinkage=0.01 Tree=456 num_leaves=31 num_cat=0 split_feature=4 5 2 2 2 2 2 5 2 2 5 4 2 4 2 2 4 2 5 6 0 2 0 5 0 2 2 5 5 2 split_gain=97.783 67.4259 34.6627 30.5707 28.5751 57.8112 27.8375 22.8231 23.1032 20.1748 16.9841 20.8846 16.8722 17.9647 16.6787 17.0716 14.8565 21.7197 14.6828 14.5577 13.8754 13.7767 12.8357 12.69 14.899 11.4649 14.4157 11.2754 10.2998 18.0432 threshold=2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 0.96178188899707895 0.51530771633864425 0.48492424242424242 0.86391694725028068 24.500000000000004 0.36032786885245904 0.92890109890109895 1.0000000180025095e-35 1.5000000000000002 0.87577160493827166 1.5000000000000002 0.21498599439775909 0.33248299319727892 5.5000000000000009 0.37341365461847392 1.0000000180025095e-35 300.50000000000006 1.0000000180025095e-35 0.33477011494252878 1.0000000180025095e-35 16.500000000000004 1.0000000180025095e-35 0.76728257406817468 0.59532897128316986 6.5000000000000009 53.500000000000007 0.38119783996072654 decision_type=10 2 2 2 2 2 2 2 2 2 2 8 2 8 2 2 10 2 2 8 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -2 9 5 21 18 8 -4 14 11 -7 -8 -14 23 -16 -10 -18 25 -17 28 22 -1 27 -25 26 -6 -3 -21 -30 right_child=2 3 7 -5 6 10 12 -9 16 -11 -12 -13 13 -15 15 19 17 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=0.0012422317372702597 0.00067215913667680678 0.00029693584312572057 -0.0049247637986983787 0.0016658446779184777 -0.0014767506976845388 0.00019878767109503384 0.0056155417219424034 -0.0042130707814607149 -0.0016692526309654155 -0.0034802703242496516 0.0031902627524236617 0.0037904038391044365 0.00023323331968130349 0.0029539595523909584 -0.0029071785173387398 0.061001075326951842 0.016447093154431294 0.0007815858916732449 -0.00191135061200639 -0.00035112459000692783 0.0011612421247241263 -0.00058060456307095247 0.00022010386581652514 -3.9476696179020674e-05 -0.0068357017102356459 -0.0019130496707732178 0.00064155823623924244 0.0032811142719615959 0.002374082281660167 -0.0014291006556786709 leaf_weight=2526.947110958863 405.70956683857366 265.41686773858964 201.19984111376107 594.52744625369087 420.69237987976521 526.25450293067843 80.008117577061057 573.37357943388633 950.86440390674397 250.84282540110871 1282.282041145023 233.83982995525002 1009.7062433739193 319.47695034788921 352.91260006371886 0.38310322910547256 9.5467469478026015 121.34482555557042 631.82387647824362 2720.0734547530301 395.81751482421532 932.21759630832821 2391.1711885286495 260.28871404146776 36.819784704595804 320.73782487772405 1359.2233507544734 242.10978999687359 131.47921336488798 2435.1372519093566 leaf_count=58521 9972 7017 10116 16354 14184 13283 2892 81929 54230 22194 33490 8160 23027 9616 22876 4 82 3104 24701 140374 15285 35319 69496 9517 787 12315 40931 5381 7476 158547 internal_value=0 0.000219399 -0.00197574 -0.000512287 0.000686694 0.00103968 1.40153e-05 -0.00255445 -0.00181319 -0.0006949 0.00248817 0.00130373 0.00115563 0.000887176 -0.000592759 -0.000773049 -0.00123445 0.00192417 -0.000574739 -0.000640517 -0.000644673 0.000534005 0.000745277 0.000759645 -0.000881713 -0.00017272 0.000140885 0.0017205 -0.000779883 -0.00123428 internal_weight=0 19720.2 2262.04 7685.81 12034.4 7892.71 4141.67 1856.33 1282.96 7091.28 2042.38 760.094 1409.19 1329.18 6840.44 6035.8 1081.76 130.892 2732.48 5682.89 5682.51 5850.34 4918.12 804.635 297.108 2100.65 1779.92 507.527 5286.69 2566.62 internal_count=911180 751747 159433 405812 345935 218269 127666 149461 67532 389458 54933 21443 35535 32643 367264 344562 57416 3186 92131 321686 321682 163336 128017 22702 10304 67430 55115 12398 306397 166023 is_linear=0 shrinkage=0.01 Tree=457 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 9 10 9 10 10 10 10 5 10 9 9 5 9 1 1 9 9 9 1 9 5 1 9 9 9 split_gain=4821.95 2277.46 298.452 206.06 107.752 52.0187 50.8172 44.2524 33.7775 31.4306 24.8869 20.3975 22.207 18.814 17.7379 17.5673 17.2868 25.5557 58.0974 87.9742 16.5662 18.1629 25.4049 15.6039 14.6064 13.6167 13.4953 13.1264 36.6108 19.2021 threshold=0.00099748477805400022 0.99977076053619396 2.1584159185294997e-05 0.8784809708595277 3.3950000000000005 5.5250000000000012 0.99998754262924205 9.0500000000000025 0.18897357583045957 1.0372787642154437e-06 0.00014260681928130004 0.036334333941340412 119.50000000000001 0.99473056197166454 3.9350000000000005 5.2250000000000005 35.500000000000007 6.6150000000000011 0.66522988505747138 0.71068484464172488 4.8650000000000011 6.0250000000000012 6.285000000000001 0.77442071785552036 6.1150000000000011 2.5000000000000004 1.0000000180025095e-35 2.5450000000000004 2.5750000000000006 2.4350000000000005 decision_type=2 2 2 2 10 10 2 8 2 2 2 2 2 2 8 10 2 10 2 2 10 10 10 2 10 2 2 8 8 10 left_child=2 3 9 4 11 10 -3 13 15 -1 -4 -2 27 20 -12 -6 -7 -18 -19 -20 -5 -22 25 26 -11 -23 -17 29 -29 -13 right_child=1 6 5 7 8 16 -8 -9 -10 24 14 12 -14 -15 -16 23 17 18 19 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0097425972188761277 -0.0023572833018486237 0.007007247287657759 -0.0063615505929845405 0.0010228572247696843 -0.00037595245142538279 -0.0020891888956960356 0.010205041954982957 0.0070021758302123913 0.0017317641333071474 -0.0082655551305596871 -0.0055954919760108799 -0.0017185535238970224 0.0033812978184396165 0.003915733070981994 -0.0029581702895122527 -0.00049977186473585072 -0.0018970785044461695 0.0062308332677802484 0.15554457948323844 0.016835508456876945 0.0037577288937249509 -0.0076333012660576684 0.0027577562343530232 -0.0026432447659298281 -0.0051138530275220738 0.0010459801711405054 0.0020910447644278611 0.0070729185210594916 -0.00090947052550057817 -0.0079456479908790196 leaf_weight=2477.8390561852138 1327.7055986914784 588.46301063522696 836.359532547649 765.5680064484477 2023.6858507208526 217.09428944578394 3195.4100438114256 266.47914564609528 2560.529387190938 1420.9593656500801 435.18956817034632 343.73197846114635 122.23825270682573 885.37871631607413 615.99022300262004 262.81737904623151 44.882480296306312 36.998641431331635 0.66280374117195551 1.4743031589314339 746.8676615729928 45.687548577785492 171.69871434941888 99.872056635096669 164.01942863245495 29.909629702568054 855.51317054964602 60.084073461592197 1314.1523262448609 57.854632519185543 leaf_count=378139 10996 13291 57972 5091 36471 10527 115548 7006 13295 153662 11761 1726 610 9126 29993 2325 4012 2039 20 62 3616 314 1074 1066 19326 156 14081 324 7276 275 internal_value=0 0.00294723 -0.00743545 0.000804739 5.86965e-05 -0.0044585 0.00970773 0.00311805 0.000873257 -0.00903914 -0.00507425 -0.00140651 -0.000741443 0.00272674 -0.00405002 0.000195186 -0.000598607 0.0032529 0.00915911 0.0598548 0.00212853 0.00297996 0.00063099 0.00114397 -0.00793941 -0.00419939 0.00148218 -0.00102523 -0.000560466 -0.00261566 internal_weight=0 15723.6 6251.47 11939.8 9028.18 2188.65 3783.87 2911.59 5802.42 4062.82 1887.54 3225.77 1898.06 2645.11 1051.18 3241.89 301.113 84.0182 39.1357 2.13711 1759.73 994.164 247.296 1218.2 1584.98 75.5972 1118.33 1775.82 1374.24 401.587 internal_count=911180 243667 667513 114828 88445 116386 128839 26383 67238 551127 99726 21207 10211 19377 41754 53943 16660 6133 2121 82 10251 5160 1544 17472 172988 470 16406 9601 7600 2001 is_linear=0 shrinkage=0.01 Tree=458 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 9 10 9 10 10 10 4 10 5 10 5 9 9 9 3 5 5 9 9 9 3 5 9 5 9 split_gain=4754.05 2260.13 298.762 202.419 105.625 51.459 51.1975 43.9266 33.0865 31.6552 24.7781 21.0126 20.0571 21.7542 18.5905 16.9269 24.7865 16.576 16.2704 28.3221 17.9524 22.5201 16.2584 17.8375 24.8809 17.6641 16.2519 18.5721 16.0782 14.6125 threshold=0.00099748477805400022 0.99977076053619396 2.1584159185294997e-05 0.8784809708595277 3.3950000000000005 5.5250000000000012 0.99998754262924205 9.0500000000000025 0.18897357583045957 1.0372787642154437e-06 0.00012842786236425005 1.5000000000000002 0.036334333941340412 119.50000000000001 0.99473056197166454 35.500000000000007 6.6150000000000011 3.3950000000000005 5.2650000000000006 28.500000000000004 35.500000000000007 1.0000000180025095e-35 4.8650000000000011 6.0250000000000012 6.285000000000001 22.500000000000004 39.500000000000007 6.2350000000000012 273.50000000000006 6.1150000000000011 decision_type=2 2 2 2 10 10 2 8 2 2 2 10 2 2 2 2 10 8 10 8 2 2 10 10 10 10 2 10 2 10 left_child=2 3 9 4 12 10 -3 14 11 -1 -4 18 -2 -14 22 -7 -17 -12 19 -6 21 -21 -5 -24 25 -25 -13 -28 -29 -11 right_child=1 6 5 7 8 15 -8 -9 -10 29 17 26 13 -15 -16 16 -18 -19 -20 20 -22 -23 23 24 -26 -27 27 28 -30 -31 leaf_value=-0.0097382553231698185 -0.0023368046564751065 0.0069785120589734529 -0.0064033446030541145 0.0010130843062000287 -0.0025411903250941209 -0.0020723691465156448 0.010198619182417093 0.0069747856538155484 0.0017137573793630362 -0.0082489656408617877 -0.0058465935663553868 -0.0017165365783024663 -0.0010148793166404458 0.0033449437559153979 0.003886914813978288 -0.0018815928087265558 0.0089862062704475949 -0.0032196468900430996 0.0019384263272060535 -0.00019501801800333001 -0.002018726892176696 0.0027457432566125196 0.0037239132352387089 -0.0096600653858210928 0.0027338448204918932 8.0188726199111518e-05 0.00025744409022811644 0.012312568556591231 -0.008494981960827111 -0.0050882205098994725 leaf_weight=2454.2724593502935 1325.9563975166529 584.99467425607145 784.62657475471497 765.22540370002389 315.42594413366169 216.66984526906163 3165.5975574916229 264.85850352980196 2561.5537909641862 1409.6356915174983 356.1117237675935 759.24990815017372 1775.9868568107486 122.33064963668585 883.03544240258634 44.799765474628657 39.480304409284145 737.98116867756471 736.27432131953537 501.87478227540851 189.00087986886501 541.23604168836027 746.11702199280262 32.890044830739498 171.4696157053113 42.90916246175766 171.30540853645653 23.610372660681609 4.4067145362496367 163.20135347591713 leaf_count=378139 10996 13291 55217 5091 5726 10527 115548 7006 13295 153662 8273 14170 9601 610 9126 4012 2121 36236 8963 6093 4829 8109 3616 203 1074 267 5603 362 88 19326 internal_value=0 0.002925 -0.00741441 0.000797036 5.81049e-05 -0.00443225 0.00969637 0.00309231 0.000864294 -0.0090285 -0.00504722 0.000193199 -0.0013931 -0.000733925 0.00270304 -0.000593244 0.00320934 -0.00407468 0.000714742 0.000132547 0.000817036 0.00133085 0.0021086 0.0029525 0.000624794 -0.00414621 -0.00104938 0.00149191 0.00903982 -0.007921 internal_weight=0 15685.3 6206.78 11934.7 9028.21 2179.67 3750.59 2906.51 5803.94 4027.11 1878.72 3242.38 3224.27 1898.32 2641.65 300.95 84.2801 1094.09 2283.81 1547.54 1232.11 1043.11 1758.61 993.386 247.269 75.7992 958.572 199.322 28.0171 1572.84 internal_count=911180 243667 667513 114828 88445 116386 128839 26383 67238 551127 99726 53943 21207 10211 19377 16660 6133 44509 33720 24757 19031 14202 10251 5160 1544 470 20223 6053 450 172988 is_linear=0 shrinkage=0.01 Tree=459 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 9 10 10 10 10 5 10 9 5 1 5 9 1 1 9 9 2 9 1 9 9 9 9 split_gain=4687.04 2242.85 299.061 198.842 103.54 51.5773 50.9068 43.5988 32.4086 31.88 24.6741 19.7229 21.3105 18.3673 17.4801 17.139 17.8984 16.5804 24.0549 52.4857 68.8014 15.9577 17.515 25.7009 14.618 13.9951 12.8522 35.9417 18.7948 12.4901 threshold=0.00099748477805400022 0.99977076053619396 2.1584159185294997e-05 0.8784809708595277 3.3950000000000005 0.99998754262924205 5.5250000000000012 9.0500000000000025 0.18897357583045957 1.0372787642154437e-06 0.00014260681928130004 0.036334333941340412 119.50000000000001 0.99473056197166454 3.9350000000000005 1.0000000180025095e-35 0.05298245614035086 35.500000000000007 6.6150000000000011 0.66522988505747138 0.71068484464172488 4.8650000000000011 6.0250000000000012 0.38913470993117016 6.1150000000000011 0.30735492577597845 2.5450000000000004 2.5750000000000006 2.4350000000000005 3.6650000000000005 decision_type=2 2 2 2 10 2 10 8 2 2 2 2 2 2 8 2 2 2 10 2 2 10 10 2 10 2 8 8 10 10 left_child=2 3 9 4 11 -3 10 13 15 -1 -4 -2 26 21 -12 -6 -17 -8 -19 -20 -21 29 -23 -24 -11 -25 28 -28 -13 -5 right_child=1 5 6 7 8 -7 17 -9 -10 24 14 12 -14 -15 -16 16 -18 18 19 20 -22 22 23 25 -26 -27 27 -29 -30 -31 leaf_value=-0.0097338907043297736 -0.0023164802047376041 0.0069497675445421379 -0.0063109896856896486 0.0021289618098982131 -0.00075984026776855799 0.010192217736089654 -0.0020556527695931065 0.0069473683174382595 0.0016959464755759521 -0.0082322935490664727 -0.0055410606762340388 -0.0016902722722303626 0.0033090190455809 0.0038582456616586469 -0.0029124793959812078 0.0024531246740245247 0.00023441369719075786 -0.0018662054604347536 0.0059903296215826655 0.13230493419848885 0.01617581127961322 0.0036903864981594789 -0.0035933424505058776 -0.00063021510775245501 -0.0050625918219238545 0.0055024521608486891 0.0070268023412114059 -0.00089003103343839789 -0.007848044601055917 -0.00044737201771246563 leaf_weight=2430.9361238882411 1324.2229883950204 581.55736516509205 826.41927937511355 430.71894684433937 1195.9376900205389 3136.0579244233668 216.249584404286 263.2527799513191 2562.5656874366105 1398.4218453117646 430.9561223667115 343.92299468070269 122.42169750481844 880.71267806552351 612.62349298410118 472.82243039738387 1573.8464692132547 44.717872175853699 37.537395132705569 0.77033073082566206 1.5106063839048145 745.37021780014038 91.338208060711622 61.391320545226336 162.39133740775287 94.477445356547832 59.960925243794918 1314.4386416636407 57.913257464766502 334.16707909107208 leaf_count=378139 10996 13291 57972 3561 15778 115548 10527 7006 13295 153662 11761 1726 610 9126 29993 4526 33639 4012 2039 20 62 3616 628 393 19326 523 324 7276 275 1530 internal_value=0 0.00290293 -0.00739328 0.000789416 5.7515e-05 0.00968499 -0.00440601 0.00306679 0.000855457 -0.0090178 -0.00502018 -0.00137977 -0.000726456 0.00267956 -0.00399798 0.000191236 0.000746981 -0.000587699 0.00316743 0.00882044 0.0553956 0.00208889 0.00292538 0.000618746 -0.00790251 0.00308701 -0.00100459 -0.000544643 -0.00257774 0.0010034 internal_weight=0 15647.1 6162.53 11929.5 9028.05 3717.62 2170.78 2901.43 5805.17 3991.75 1870 3222.88 1898.66 2638.18 1043.58 3242.61 2046.67 300.786 84.5362 39.8183 2.28094 1757.46 992.577 247.207 1560.81 155.869 1776.24 1374.4 401.836 764.886 internal_count=911180 243667 667513 114828 88445 128839 116386 26383 67238 551127 99726 21207 10211 19377 41754 53943 38165 16660 6133 2121 82 10251 5160 1544 172988 916 9601 7600 2001 5091 is_linear=0 shrinkage=0.01 Tree=460 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 9 10 10 10 10 10 9 3 9 9 9 9 3 0 1 0 9 9 9 1 9 9 9 split_gain=4620.95 2225.63 299.334 195.339 101.497 51.9567 50.3545 43.2661 32.1051 31.7451 24.5669 19.4329 18.1408 16.8526 23.5519 16.331 15.6533 17.202 24.1704 17.1149 15.377 15.182 24.0209 14.6227 12.8422 14.3019 12.3442 12.262 12.1298 12.6205 threshold=0.00099748477805400022 0.99977076053619396 2.1584159185294997e-05 0.8784809708595277 3.3950000000000005 0.99998754262924205 5.5250000000000012 9.0500000000000025 1.0372787642154437e-06 0.18897357583045957 0.00012842786236425005 0.015218299813568552 0.99473056197166454 5.2250000000000005 28.500000000000004 3.3950000000000005 4.8650000000000011 6.0250000000000012 6.285000000000001 22.500000000000004 1.0000000180025095e-35 0.77442071785552036 1.0000000180025095e-35 6.1150000000000011 8.1200000000000028 7.6450000000000005 1.0000000180025095e-35 3.6650000000000005 2.9750000000000005 5.2950000000000008 decision_type=2 2 2 2 10 2 10 8 2 2 2 2 2 10 8 8 10 10 10 10 2 2 2 10 10 10 2 10 10 10 left_child=2 3 8 4 11 -3 10 12 -1 13 -4 -2 16 14 20 -12 27 -18 19 -19 -6 22 26 -10 25 -20 -15 -5 -14 -30 right_child=1 5 6 7 9 -7 -8 -9 23 -11 15 -13 28 21 -16 -17 17 18 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0097295030809919653 -0.0025493396079838962 0.0069210140534453771 -0.0063530334445106073 0.0021105382550181528 -0.0015268056271086272 0.010185837036666961 -0.00058239168252137614 0.0069199242979757726 -0.0082155385932178946 0.0016783290481483118 -0.0057915539440204881 -0.00085656107311496508 0.0065695258168816367 -0.00055117139002300861 0.00016416547825540766 -0.0031726008515353672 0.0036571462209471673 -0.0094814986402198802 0.0022994825241204647 8.6695997522613009e-05 -0.006323539986360688 -0.0026218408935897077 -0.0017658736790815378 -0.0050369681032110857 -0.0025979043685372834 0.0099515036716906827 0.0026151280124798479 -0.00044286160013729111 0.0018811210365437092 0.0045032409181324081 leaf_weight=2407.827832451323 970.61623924411833 578.1508394787088 775.23166205128655 430.13697808608413 313.94807628076524 3106.7888661194593 300.62338801007718 261.66185026243329 1387.3167912429199 2563.5652481913567 352.51009563636035 2250.7929655089974 136.48343035951257 146.13515467010438 1623.8009242620319 733.60558823449537 744.62728268653154 33.104000382125378 102.98851916193962 42.948242112994194 84.90538645721972 99.71189949568361 192.38177707232535 161.58930207812227 36.133072171360254 32.019326262176037 782.08545102644712 334.19462083280087 333.17945995181799 408.74738166853786 leaf_count=378139 8948 13291 55217 3561 6647 115548 16660 7006 153662 13295 8273 12259 2733 1169 28663 36236 3616 203 582 267 1161 1066 2198 19326 315 177 13039 1530 2491 3902 internal_value=0 0.002881 -0.00737209 0.000781878 5.69369e-05 0.0096736 -0.00437988 0.00304162 -0.00900704 0.000846701 -0.00499321 -0.0013666 0.00265643 0.000189299 -0.000370636 -0.00402261 0.00206956 0.00289836 0.000612632 -0.00407815 -0.0025479 0.00111738 0.0014501 -0.00788393 0.00269714 0.00411428 0.00211664 0.000994095 0.00382973 0.00332572 internal_weight=0 15609.1 6118.7 11924.2 9027.94 3684.94 2161.97 2896.22 3956.73 5806.53 1861.35 3221.41 2634.56 3242.97 2022.65 1086.12 1756.15 991.82 247.193 76.0522 398.853 1220.31 1120.6 1548.91 171.141 135.008 928.221 764.332 878.41 741.927 internal_count=911180 243667 667513 114828 88445 128839 116386 26383 551127 67238 99726 21207 19377 53943 36471 44509 10251 5160 1544 470 7808 17472 16406 172988 1074 759 14208 5091 9126 6393 is_linear=0 shrinkage=0.01 Tree=461 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 0 1 1 2 2 2 1 0 2 1 0 1 2 0 1 10 1 10 2 1 1 split_gain=4555.7 2208.47 299.596 191.909 59.2053 52.3356 32.3303 28.8262 27.8842 14.3707 17.2083 13.4153 10.491 10.759 9.38149 8.41062 13.3607 12.7846 13.221 10.8913 7.59921 7.42534 7.175 8.78813 8.93932 10.2058 7.01175 6.89705 6.79422 19.5982 threshold=0.00099748477805400022 0.99977076053619396 2.1584159185294997e-05 0.8784809708595277 0.049213243648409809 0.99998754262924205 1.0372787642154437e-06 0.00014260681928130004 0.99473056197166454 1.0000000180025095e-35 0.15018796992481201 0.33460559796437661 0.47925275482093671 0.36417112299465243 0.8185736677115989 0.34387500000000004 1.0000000180025095e-35 0.69264507422402166 0.051836094939543158 1.0000000180025095e-35 0.40924344112263583 0.86391694725028068 1.0000000180025095e-35 0.33218390804597703 0.0043998162727802515 0.26692111959287529 0.0055486904457211009 0.99938118811881205 0.47385509227614492 0.42810150375939854 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 6 4 11 -3 -1 14 15 10 27 22 13 -11 -4 16 17 -5 -19 -17 -21 -9 23 24 25 -2 -13 -6 29 -14 right_child=1 5 7 8 9 -7 -8 21 -10 12 -12 26 28 -15 -16 19 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0097250920119747852 -0.00066868434172945139 0.0068922519605751163 -0.0060634355074818879 0.0058578936036626349 0.002790585916659546 0.010179476407334426 -0.0078652768210659176 -0.0036183363431213835 0.00437385117835666 -0.00062637215604225197 0.0006445096475348501 -0.0022674492565631708 0.00046918967347027289 -0.0057861460274373899 -0.003250759941547584 0.0011558621175882147 0.0012237576463059177 0.0051214119397405521 0.0013949585496851752 -0.005381561840892132 0.0041966036763306956 -0.0012260714216038042 -0.0012234635263501166 0.0032518028344147376 0.00053329664008255114 -0.0054202332930070431 -0.0010259604662981518 0.0010705719811230157 0.001827630958254597 -0.0086501920114003435 leaf_weight=2384.9454061491415 268.43028429709375 574.77485273685306 813.28324447805062 207.758365040645 636.8000714071095 3077.7881264276803 1537.1146695085336 1053.1621268577874 993.65991542860866 756.64364297315478 2934.4975851979107 751.4763509221375 350.45028784498572 42.692101050168276 138.82852464867756 801.1500399094075 286.05201600492001 153.23911305703223 251.40690875053406 8.6629751734435541 189.0023254994303 147.9775896249339 553.23655795864761 85.347978776320815 721.38907708786428 54.357782378792763 1152.8116848133504 367.77065484970808 326.77857057750225 25.264945633709431 leaf_count=378139 6221 13291 58376 1342 3421 115548 172988 42740 13181 4033 19276 16860 1890 257 9808 5194 2437 1012 1311 56 1850 5462 6041 1531 8878 1714 14645 1758 1774 146 internal_value=0 0.0028592 -0.00735079 0.000774409 5.63599e-05 0.00966219 -0.0089962 -0.00435375 0.00301677 0.000713895 0.00103123 -0.000941001 -0.000118423 -0.000901953 -0.00565332 0.00230602 0.00300803 0.00384146 0.00280616 0.00167455 0.00377683 -0.00332361 -0.000290441 0.00016655 -8.56297e-05 -0.00146885 -0.00151588 0.00216089 0.000773119 -0.000144043 internal_weight=0 15571.4 6075.31 11918.9 9027.95 3652.56 3922.06 2153.25 2890.93 5440.9 3939.07 3587.05 1501.83 799.336 952.112 1897.27 898.456 612.404 404.646 998.815 197.665 1201.14 1682.76 1129.53 1044.18 322.788 1904.29 1004.57 702.494 375.715 internal_count=911180 243667 667513 114828 88445 128839 551127 116386 26383 32555 24455 55890 8100 4290 68184 13202 6102 3665 2323 7100 1906 48202 24385 18344 16813 7935 31505 5179 3810 2036 is_linear=0 shrinkage=0.01 Tree=462 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 9 10 10 10 4 10 10 9 9 2 9 9 2 9 4 2 9 9 9 9 4 9 2 split_gain=4491.48 2191.25 299.829 188.51 99.1845 52.714 49.9314 43.0637 32.555 30.6455 24.3338 20.5367 18.7773 17.6493 16.2518 15.4896 36.829 15.3464 16.8986 24.8231 14.7343 13.8035 13.748 12.0589 11.9489 35.5312 22.7065 11.7977 12.6516 12.6129 threshold=0.00099748477805400022 0.99977076053619396 2.1584159185294997e-05 0.8784809708595277 3.3950000000000005 0.99998754262924205 5.5250000000000012 9.0500000000000025 1.0372787642154437e-06 0.18897357583045957 0.00012842786236425005 1.5000000000000002 0.015218299813568552 0.99473056197166454 3.9350000000000005 5.2650000000000006 0.22271825396825398 4.8650000000000011 6.0250000000000012 0.38913470993117016 6.1150000000000011 3.5000000000000004 0.69576423128641873 3.6650000000000005 2.5450000000000004 2.5750000000000006 2.4350000000000005 1.5000000000000002 5.5550000000000006 0.40078740157480325 decision_type=2 2 2 2 10 2 10 8 2 2 2 10 2 2 8 10 2 10 10 2 10 10 2 10 8 8 10 10 10 2 left_child=2 3 8 4 12 -3 10 13 -1 11 -4 15 -2 17 -12 -6 -17 23 -19 -20 -10 -15 -21 -5 26 -26 -14 -8 29 -29 right_child=1 5 6 7 9 -7 27 -9 20 -11 14 -13 24 21 -16 16 -18 18 19 22 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.0097206571947051311 -0.0025166911337317016 0.0068634816354210936 -0.006304753827599591 0.002073032066005761 0.00013666549554575773 0.010173135338288066 0.0011188610892016548 0.0068794159065806429 -0.0081824696001051092 0.001653015099933007 -0.005443295678276814 -0.0010391241375715204 -0.0013442110923783826 0.0041241934741076177 -0.0029488552769646242 -0.0025876938065058316 0.0030101599475528956 0.0036036649478761945 -0.0035462092703445959 0.005421106189323557 -0.0049711008457555541 -0.00068538088127222205 -0.00066565775794642497 -0.0004610415179724557 0.0065271318121227677 -0.00074924762363798953 -0.0074165420597813838 0.033329125762441007 -0.0036038080866023156 0.0010773396054363426 leaf_weight=2362.2866699835286 968.21511227451265 571.42916232533753 766.41329154325649 428.93073815479875 1546.7596768811345 3049.0534687926993 176.33280712459236 259.34266211278737 1365.8702148171142 2564.8398086130619 443.54349431674927 957.65239706262946 437.95987920463085 808.97860829718411 635.2958345473744 146.68690515682101 591.27516353875399 743.26272676885128 91.55323251336813 94.009567655622959 159.56274919747375 64.425015673041344 61.307581927627325 334.02698113769293 69.91655383259058 1671.1031179726124 71.655053876340389 1.8375184671021987 117.59052291559055 3.565330546349287 leaf_count=378139 8948 13291 55217 3561 24757 115548 9323 7006 153662 13295 12440 20223 2179 8471 32069 1331 7632 3616 628 523 19326 655 393 1530 373 9356 351 121 6899 317 internal_value=0 0.00283783 -0.00732947 0.00076712 5.58032e-05 0.00965077 -0.00432774 0.00299191 -0.00898531 0.000836243 -0.00494229 0.000190145 -0.00135221 0.00260806 -0.0039744 0.000705399 0.00189746 0.00202945 0.00285076 0.000583946 -0.00784656 0.00376942 0.00301851 0.000963601 -0.000851253 -0.00045704 -0.00219802 -0.000539204 -0.00291633 0.0120462 internal_weight=0 15532.4 6032.3 11911.9 9026.06 3620.48 2144.58 2885.84 3887.72 5807.21 1845.25 3242.37 3218.85 2626.49 1078.84 2284.72 737.962 1753.09 990.133 246.87 1525.43 873.404 155.317 762.958 2250.63 1741.02 509.615 299.326 122.993 5.40285 internal_count=911180 243667 667513 114828 88445 128839 116386 26383 551127 67238 99726 53943 21207 19377 44509 33720 8963 10251 5160 1544 172988 9126 916 5091 12259 9729 2530 16660 7337 438 is_linear=0 shrinkage=0.01 Tree=463 num_leaves=31 num_cat=0 split_feature=9 9 9 9 4 1 9 1 3 4 9 9 4 1 3 9 3 9 4 9 9 9 1 1 1 3 3 3 9 1 split_gain=419.752 55.6821 66.8668 50.7522 34.4666 31.96 30.6931 25.2436 19.7961 19.043 23.0021 18.8478 18.2589 27.7258 17.4189 16.8929 20.2901 16.8468 16.5339 17.6299 29.9083 19.9122 18.581 15.3471 36.9219 14.3038 18.5165 14.0037 13.6838 32.383 threshold=2.6250000000000004 4.3750000000000009 5.4850000000000012 2.5450000000000004 1.5000000000000002 0.82683658170914553 9.1600000000000019 0.85791925465838526 28.500000000000004 11.500000000000002 4.9150000000000009 4.8650000000000011 2.5000000000000004 0.26344707923655292 28.500000000000004 4.3550000000000013 29.500000000000004 2.0250000000000004 2.5000000000000004 6.9850000000000012 7.0550000000000006 6.8650000000000011 0.5265987549518959 0.13079116179615108 0.31296641791044782 9.5000000000000018 5.5000000000000009 29.500000000000004 6.8250000000000011 0.59921259842519692 decision_type=10 10 10 8 10 2 10 2 8 10 10 10 10 2 10 8 10 10 10 10 10 10 2 2 2 10 10 10 10 2 left_child=3 12 4 17 8 9 18 -7 11 -6 -11 -3 -2 15 -8 -14 -17 27 19 21 22 25 -21 -5 -25 26 -4 -1 -27 -30 right_child=1 2 6 23 5 7 14 -9 -10 10 -12 -13 13 -15 -16 16 -18 -19 -20 20 -22 -23 -24 24 -26 28 -28 -29 29 -31 leaf_value=0.0036576129427635167 0.00015530316095678355 -0.0048695200948147581 0.0008964586166967188 0.0047215799499522194 -0.0031921138092668865 0.010190886697113653 -0.0051375045689146292 -0.00057923706571602097 -0.00091995111354865172 -0.0057651170129473803 0.012393131000321059 -0.0017595398820610393 0.0016052099150470726 -0.0047761489632637041 0.00046174298493303347 -0.010501722466646197 0.10113138968990421 0.00027840100834781978 -0.001127651220772379 0.0078192452758343162 0.0009944496019251999 -0.0062014841499831268 -0.013518371182036332 -0.00027719860891958672 0.003547567335365679 0.00029047765214302158 -0.0053989562541386605 0.0013168218510841128 0.0036028135819034389 0.038677743426679866 leaf_weight=399.59925120603293 5567.0995780220255 248.11481082625687 86.55574678722769 711.24312801752239 2061.3441803299356 30.756962571060285 183.49806022131816 74.418454708065838 3542.5755680552684 11.784237805986779 17.098302050959319 908.07072781817988 91.355155343655497 180.30209724255838 79.68771821516566 0.28934265533462067 0.37233252264559269 832.85973369330168 853.69542500539683 93.682055525481701 708.80055665643886 51.085299203637987 4.2669898066669694 292.20027384161949 1852.5730524659157 1764.6957052380312 101.5175165431574 709.09211463201791 23.402375384233896 2.9658089643344274 leaf_count=9495 135309 15398 4244 23041 168835 1126 35130 2924 167680 447 440 54927 2798 9207 8108 26 24 17585 54465 4494 33527 2807 318 6544 53482 76271 5471 16415 581 61 internal_value=0 -0.000755694 -0.00117951 0.00260059 -0.00177407 -0.00280848 -0.000142787 0.00257032 -0.00129076 -0.00307913 0.00498446 -0.00242693 3.16296e-05 -0.00249667 -0.00344216 0.00196986 0.0523156 0.00135314 9.24944e-05 0.000459658 0.0017102 -3.72717e-05 0.00688971 0.00344862 0.00302649 0.000121838 -0.00250166 0.0021605 0.000397322 0.00754793 internal_weight=0 16687.4 10848 4797.57 6894.16 2195.4 3953.85 105.175 4698.76 2090.23 28.8825 1156.19 5839.42 272.319 263.186 92.0168 0.661675 1941.55 3690.67 2836.97 806.75 2030.22 97.949 2856.02 2144.77 1979.14 188.073 1108.69 1791.06 26.3682 internal_count=911180 784618 637254 126562 411777 173772 225477 4050 238005 169722 887 70325 147364 12055 43238 2848 50 43495 182239 127774 38339 89435 4812 83067 60026 86628 9715 25910 76913 642 is_linear=0 shrinkage=0.01 Tree=464 num_leaves=31 num_cat=0 split_feature=4 5 1 1 2 2 1 0 5 2 2 3 1 5 3 5 1 4 5 4 1 5 4 0 5 2 1 2 1 2 split_gain=90.0746 57.6652 39.0525 34.105 45.3727 30.4889 25.8119 36.7841 19.8218 22.5586 19.2322 17.7588 18.0963 22.8365 17.57 16.1912 22.7972 21.8776 13.8554 13.5779 21.3126 13.3155 12.6411 12.444 12.4381 14.5608 12.296 13.2816 12.0791 11.7934 threshold=2.5000000000000004 3.5000000000000004 0.040202020202020204 0.49844720496894418 0.48492424242424242 1.0000000180025095e-35 0.13712060166532367 1.0000000180025095e-35 24.500000000000004 0.36032786885245904 0.92890109890109895 29.500000000000004 0.98936170212765973 1.0000000180025095e-35 25.500000000000004 1.0000000180025095e-35 0.51363749070171105 1.5000000000000002 303.50000000000006 5.5000000000000009 0.62532051282051293 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 212.50000000000003 0.98004975124378124 0.23271742593182543 0.59532897128316986 0.10022831050228312 0.99040761869709237 decision_type=10 2 2 2 2 2 2 2 2 2 2 8 2 2 8 2 2 8 2 10 2 2 10 2 2 2 2 2 2 2 left_child=1 3 18 6 11 -2 7 -1 9 -7 23 -5 13 -13 -9 17 -17 -6 24 -11 -21 26 -15 -4 -3 -26 -8 -28 -16 -27 right_child=5 2 10 4 15 8 21 14 -10 19 -12 12 -14 22 28 16 -18 -19 -20 20 -22 -23 -24 -25 25 29 27 -29 -30 -31 leaf_value=0.0017896364601107137 0.00058951783658932073 0.0015474346240316684 -0.00075109102595034437 -0.00040630839133216283 9.295492604824566e-05 -0.0048876991812858792 -0.0020407939779501392 -0.0024634870220333399 -0.0040479265250371373 -0.0016193755882548736 -0.0035735285885448421 0.0012098045755181825 0.002533927921987806 -0.00060926815665564749 0.00011370724632457641 0.0030972324550617597 0.042719827591188225 0.0038756491575644568 -0.0054631556722583253 0.00070220275809635205 0.0163093005365001 -0.0018673676824130913 -0.0049545257659930914 0.00089509946402479396 -0.003646856389099565 0.018476938672187752 -0.0013955694647546078 0.0006211750398612667 0.010161622372839296 0.0051901243099234861 leaf_weight=1703.0395333822817 396.41620843997225 763.86018246388994 5957.9098864807747 1250.6336158621125 496.70210115751252 196.45683381333947 308.13041289942339 291.43930183257908 554.03103255806491 927.31584705226123 228.93938856082968 1061.8944586343132 619.05163119826466 255.65967168053612 1823.0293588172644 1242.7284478973597 1.4537975899875153 220.89139730902389 27.025999560952187 119.03762140450999 9.4438139721751195 621.39976863283664 90.70372657245025 497.54755818191916 8.714861271902917 12.235977665521204 433.19419390941039 1326.4487039018422 12.043202850967644 14.71283900924027 leaf_count=40089 9972 18164 344296 40076 12727 10116 12153 15199 81929 54230 21226 32629 13825 8144 45400 33282 19 7924 1699 3104 82 24761 3489 19526 335 121 15003 40920 295 445 internal_value=0 0.000212797 -0.000471666 0.000650012 0.00125072 -0.00192185 0.000167169 0.000694477 -0.00247301 -0.00177622 -0.000725226 0.000530825 0.00110894 0.000482529 -0.000182593 0.00245359 0.00314353 0.00125735 0.0015789 -0.00119726 0.00184938 -0.000583751 -0.00174718 -0.000624213 0.00181694 0.00758932 -0.000198004 0.000124687 0.00017965 0.0112229 internal_weight=0 19269.4 7510.95 11758.4 5239.72 2202.7 6518.72 3829.55 1806.29 1252.25 6684.4 3277.94 2027.31 1408.26 2126.51 1961.78 1244.18 717.593 826.55 1055.8 128.481 2689.17 346.363 6455.46 799.524 35.6637 2067.77 1759.64 1835.07 26.9488 internal_count=911180 751747 405812 345935 152115 159433 193820 100983 149461 67532 385048 98163 58087 44262 60894 53952 33301 20651 20764 57416 3186 92837 11633 363822 19065 901 68076 55923 45695 566 is_linear=0 shrinkage=0.01 Tree=465 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 5 3 1 5 1 1 3 3 10 5 1 1 10 5 2 5 1 5 1 3 5 split_gain=4419.73 2170.79 299.657 185.351 57.368 53.0985 32.7823 28.4363 27.236 17.9665 15.0022 13.1778 19.7537 17.4878 11.4631 21.1732 11.454 10.7387 10.5676 11.2146 13.7039 12.2367 10.0617 9.33241 10.102 8.8904 12.2614 8.27349 10.6825 10.7907 threshold=0.00099748477805400022 0.99977076053619396 2.1584159185294997e-05 0.8784809708595277 0.049213243648409809 0.99998754262924205 1.0372787642154437e-06 0.00014260681928130004 0.99473056197166454 1.0000000180025095e-35 42.000000000000007 0.33460559796437661 1.0000000180025095e-35 0.33218390804597703 0.55440163581575563 28.500000000000004 29.500000000000004 0.011652591172605703 10.500000000000002 0.78596059113300509 0.68438714235252573 0.068259380757808671 956.50000000000011 0.8185736677115989 14.500000000000002 0.54583651642475173 28.500000000000004 0.34387500000000004 27.500000000000004 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 10 10 2 2 2 2 2 2 2 2 2 2 2 10 2 left_child=2 3 6 4 10 -3 -1 23 27 -6 11 12 -2 -14 25 -16 -15 -18 19 20 -17 -21 -10 -4 -25 -11 -27 28 29 -5 right_child=1 5 7 8 9 -7 -8 -9 22 14 -12 -13 13 16 15 18 17 -19 -20 21 -22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-0.00971556398364915 -0.0015207732255999814 0.0068328751454414484 -0.0060126623655616012 0.0029364672420858586 1.4811749513781319e-05 0.010166893266025955 -0.0078257402113672807 -0.0032763988150234457 0.0043796245528312048 0.0014765975074177964 0.027216082216510885 -0.0015133758651466572 0.00027692111338330818 9.1653876307705082e-05 -0.0030499082034339919 5.033580444672634e-05 0.012642061723919348 0.0026981219323025337 0.002679221439599342 -0.010033594955133531 -0.0057324122425624477 0.0026764257671318377 -0.011609983367231911 -0.0053779133784493524 0.00016449612586981252 -0.0062333498363943201 0.020999607385195906 0.001639632620941996 0.0024252169404080678 0.0079235966336771053 leaf_weight=2335.3108532738406 739.43799455277622 567.61531369388103 804.00003159791231 96.547578932717443 2238.3293238766491 3015.215804762207 1512.3330945067573 1193.5930472486652 983.14908292330801 2455.9953800868243 1.8930301889777172 1899.3620576374233 871.07367710210383 25.279803316108882 166.42401893809438 138.0240966938436 26.153930976055562 18.571849120780826 226.82307965680957 8.0107809230685216 58.286119841039181 139.17812049388885 3.9512592852115622 83.52854798361659 54.241417815443128 2.4287924133241168 5.1779203116893768 996.44327762164176 720.34574068523943 78.794205218553543 leaf_count=378139 8653 13291 58376 687 12304 115548 172988 48202 13162 15359 10 31499 14455 496 1088 911 552 225 1623 56 388 761 19 4965 4843 22 43 7100 4982 433 internal_value=0 0.00281463 -0.00730555 0.000760001 5.48959e-05 0.0096387 -0.00897276 -0.00430145 0.00296905 0.000702073 -0.000927798 -0.00094268 -0.000297666 0.000663371 0.00118274 8.83367e-05 0.00547193 0.00851296 0.0010041 -0.000102037 -0.00166661 0.00198468 0.00431562 -0.00560059 -0.00319581 0.00151003 0.0123042 0.00226657 0.00296402 0.00517756 internal_weight=0 15482.5 5983.01 11899.7 9020.45 3582.83 3847.64 2135.36 2879.23 5438.68 3581.77 3579.88 1680.52 941.079 3200.35 736.746 70.0056 44.7258 570.322 343.499 196.31 147.189 987.1 941.77 137.77 2463.6 7.60671 1892.13 895.688 175.342 internal_count=911180 243667 667513 114828 88445 128839 551127 116386 26383 32555 55890 55880 24381 15728 20251 4827 1273 777 3739 2116 1299 817 13181 68184 9808 15424 65 13202 6102 1120 is_linear=0 shrinkage=0.01 Tree=466 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 5 0 4 5 4 4 5 2 2 5 2 2 2 4 10 5 5 2 2 2 5 split_gain=4357.25 2153.78 299.852 182.051 56.2422 53.4757 33.0073 28.2384 26.926 17.6012 21.1181 17.7758 31.2079 17.3873 15.2993 29.8174 13.4694 11.0344 18.0918 18.2251 10.3694 11.0413 10.3648 10.6308 16.6532 21.8598 9.88521 12.233 9.70289 9.59664 threshold=0.00099748477805400022 0.99977076053619396 2.1584159185294997e-05 0.8784809708595277 0.049213243648409809 0.99998754262924205 1.0372787642154437e-06 0.00014260681928130004 0.99473056197166454 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 10.500000000000002 4.5000000000000009 2.5000000000000004 63.500000000000007 0.56539558089807562 0.66349106014087067 1.0000000180025095e-35 0.66781609195402314 1.0000000180025095e-35 0.30810147299509005 1.5000000000000002 0.011652591172605703 33.500000000000007 27.500000000000004 0.29429808733309276 0.84240094618568906 0.20112359550561798 35.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 10 2 10 8 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 left_child=2 3 6 4 17 -3 -1 -4 -5 10 -6 29 20 26 -10 -16 -15 -2 -19 22 -13 28 23 24 25 -20 -14 -28 -22 -11 right_child=1 5 7 8 9 -7 -8 -9 14 11 -12 12 13 16 15 -17 -18 18 19 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0097110730900701395 -0.0013085676003213628 0.0068040755747940766 -0.0055742857393313297 0.0022460321360689988 0.00075565291437121849 0.010160581704055465 -0.0078068352416010324 -0.0032532479878980532 0.004737468160084495 0.0019864725299809692 -0.0012585975843649041 0.001834158433709451 0.0077674436544623469 -0.011226161420099337 0.0027896484456696579 -0.012579764111031398 0.0027496457169373231 -0.0018219538880862097 0.011600480884261122 0.0002865194338282942 -0.001467517179658906 -0.0021033027062790388 -0.0017237022882448392 0.0027075337297985838 0.00062725543020138803 0.037627851969507992 0.0010741955222873115 0.0060490226721696717 -0.012258899583976189 0.00055647978029013309 leaf_weight=2313.1380004319362 2399.123213455081 564.33416564576328 936.7786659207195 1890.3460015337914 1414.9093447066844 2987.058984159492 1500.892804576084 1190.0837232200429 869.90078823640943 1752.4325974024832 823.42310655489564 59.150562219321728 32.218677446246147 17.151517434045676 99.690851472318172 14.452764436602591 11.532860113307832 410.82383486628532 17.397193236276514 698.52861575223505 13.710954882204531 317.53996773064137 15.171416483819483 24.741331096738577 9.6990252556279284 3.9617369063198558 275.01889368146658 60.258416377007961 21.23797271028161 640.94603740796447 leaf_count=378139 36550 13291 68184 13202 7897 115548 172988 48202 12073 9708 4407 310 250 119 1045 63 70 5366 350 12694 106 2238 421 255 220 34 2581 429 171 4269 internal_value=0 0.0027934 -0.00728405 0.000752803 5.4349e-05 0.00962722 -0.00896172 -0.00427555 0.00294434 0.000694938 1.46636e-05 0.0011706 -0.000112049 0.00189144 0.0042858 0.000843587 -0.00560704 -0.000919127 -0.000127551 0.000777064 -0.0020403 -0.00269046 0.00560525 0.00759793 0.0114937 0.0164281 0.00247672 0.00196831 -0.00802529 0.00160352 internal_weight=0 15444.8 5940.89 11893.4 9018.98 3551.39 3814.03 2126.86 2874.39 5439.53 2238.33 3201.2 807.82 396.18 984.044 114.144 28.6844 3579.45 1180.32 769.499 411.639 352.489 70.9707 55.7993 31.058 21.3589 367.496 335.277 34.9489 2393.38 internal_count=911180 243667 667513 114828 88445 128839 551127 116386 26383 32555 12304 20251 6274 3449 13181 1108 189 55890 19340 13974 2825 2515 1280 859 604 384 3260 3010 277 13977 is_linear=0 shrinkage=0.01 Tree=467 num_leaves=31 num_cat=0 split_feature=9 9 5 9 9 9 0 2 1 9 5 5 2 9 1 0 2 1 1 2 9 9 5 5 9 9 9 1 2 1 split_gain=396.702 50.99 77.7112 53.1373 49.7279 43.9377 33.7721 28.0983 39.0484 32.0006 24.5812 23.7403 19.7391 23.677 18.8638 27.1109 42.9266 23.7974 21.2089 20.4826 18.3622 18.5835 18.4607 18.3271 18.137 23.2544 26.8157 18.0234 29.3241 17.9626 threshold=2.6250000000000004 4.3750000000000009 64.500000000000014 5.4850000000000012 2.5450000000000004 5.8550000000000013 1.0000000180025095e-35 0.97385509227614497 0.37053001277139214 5.8750000000000009 107.50000000000001 25.500000000000004 0.29429808733309276 5.4450000000000012 0.63673020527859248 1.0000000180025095e-35 0.68783602150537648 0.69282051282051293 0.28633540372670813 0.67879188712522065 9.7700000000000014 6.3250000000000011 9.5000000000000018 212.50000000000003 4.7650000000000006 4.8950000000000005 4.8650000000000011 0.40056497175141254 0.54570024570024578 0.72016949152542387 decision_type=10 10 2 10 8 10 2 2 2 10 2 2 2 8 2 2 2 2 2 2 10 10 2 2 10 10 10 2 2 2 left_child=4 23 3 11 -1 -4 -6 8 9 10 -7 24 13 -13 15 16 19 -16 -18 -5 21 -17 -23 -2 -3 26 -26 -10 -29 -15 right_child=1 2 5 14 6 7 -8 -9 27 -11 -12 12 -14 29 17 20 18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.0013016947912306972 -0.00011375570687793867 -0.0024376015947355258 -0.0041012324653604401 0.0023245950904109761 0.0025656551497887188 0.035282650767762817 0.0048428557525493875 0.004133638650961057 0.007959540456410865 -0.0058171819967927267 -0.0066336284810095637 0.00023558813301407001 -0.0044205366978692521 0.045556006824187804 -0.005406623295228897 -0.002231348838128117 7.5877293078125603e-05 -0.00034109418313580948 -0.006703210252503318 0.0091861895127049297 -0.0064448390021641161 0.00023321074383179406 0.0087082992571191203 0.0023958427011137153 -0.0012139346114647908 -0.0011763176514908967 0.0029806367584956912 0.0017467641316524804 -0.0077656449303354297 -0.010092383240537222 leaf_weight=1922.6483435742557 5491.248731170781 910.86265378119424 1231.2594056266826 946.77608185098507 1806.57402565144 3.4071709397248915 1018.3856168063357 99.476399023551494 31.830663776025176 187.25818232563324 2.3737965074833483 62.861469316994771 381.70647213747725 2.0374226414132859 116.46617225301452 281.41599412448704 1072.9124072452541 455.30716226412915 48.224689467810094 45.599846527678892 64.719982534181327 112.75614853668958 33.289479575585574 307.27872526668943 298.8611932201311 3854.4597107595764 311.02133662207052 164.3259311967995 40.368568419478834 0.81090952130034555 leaf_count=43495 136017 39297 146224 35464 47832 102 35235 2857 1910 27115 263 4330 39725 36 10344 8493 59796 11758 7360 800 11199 2653 710 11347 12747 188379 9205 10393 5956 138 internal_value=0 -0.000736696 -0.00114405 -0.000768213 0.00254226 -0.00306563 0.00338658 -0.000655413 -0.00176444 -0.0051018 0.0180709 -0.00133583 -0.00354906 0.00151335 0.000271934 0.000632865 0.0011251 -0.00137291 -0.000215719 0.00263989 -0.00148087 -0.000729297 0.00216501 1.92343e-05 -0.00115161 -0.00088923 0.000925168 0.00095934 -0.000129214 0.0297131 internal_weight=0 16558.9 10760.4 9000.09 4747.61 1760.3 2824.96 529.041 429.564 193.039 5.78097 5822.62 447.416 65.7098 3177.47 2605.69 2113.51 571.773 1121.14 992.376 492.182 427.462 146.046 5798.53 5375.2 4464.34 609.883 236.525 204.694 2.84833 internal_count=911180 784618 637254 442434 126562 194820 83067 48596 45739 27480 365 293857 44229 4504 148577 126475 103420 22102 67156 36264 23055 11856 3363 147364 249628 210331 21952 18259 16349 174 is_linear=0 shrinkage=0.01 Tree=468 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 5 0 3 1 5 1 1 3 3 5 1 1 10 5 5 5 10 5 3 1 5 split_gain=4290 2133.94 299.654 178.697 55.36 53.9032 33.2326 27.9888 26.5473 17.3663 20.7581 14.7132 12.8202 19.12 16.578 11.1952 20.7503 11.0055 10.3229 10.8547 13.3484 12.0289 10.1672 27.769 13.2296 10.6332 9.82067 9.80526 8.65862 11.8436 threshold=0.00099748477805400022 0.99977076053619396 2.1584159185294997e-05 0.8784809708595277 0.049213243648409809 0.99998754262924205 1.0372787642154437e-06 0.00014260681928130004 0.99473056197166454 1.0000000180025095e-35 1.0000000180025095e-35 42.000000000000007 0.33460559796437661 1.0000000180025095e-35 0.33218390804597703 0.55440163581575563 28.500000000000004 29.500000000000004 10.500000000000002 0.78596059113300509 0.68438714235252573 0.068259380757808671 35.500000000000007 14.500000000000002 218.50000000000003 0.0028879296733066002 956.50000000000011 3.5000000000000004 0.54583651642475173 28.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 10 10 2 2 2 2 2 2 2 2 2 10 2 2 left_child=2 3 6 4 11 -3 -1 -4 -5 10 27 12 13 -2 -15 28 -17 -16 19 20 -18 -21 23 -19 -24 -25 -10 -6 -11 -30 right_child=1 5 7 8 9 -7 -8 -9 26 15 -12 -13 -14 14 17 16 18 22 -20 21 -22 -23 24 25 -26 -27 -28 -29 29 -31 leaf_value=-0.0097060509130704083 -0.0014958519753217987 0.0067717859644686428 -0.0055475861914600286 0.0022268179160591516 -0.011376791798175412 0.010154061876713026 -0.0077863544355360713 -0.003231762300343497 0.0043186835932172039 0.0014527480962630397 -0.0012487437787120231 0.027007198956892187 -0.0014904464144975017 0.00027647000021425262 4.4973356723453739e-05 -0.0030280107798645261 4.4612181068933433e-05 0.0034076963020547761 0.002640776033152797 -0.0099917280047859929 -0.005670130335192195 0.0026313182241932817 -0.0054266382251909918 0.038487206523471852 0.022357004164197006 0.017224316716545691 -0.011493391246188587 0.00080588871864827299 -0.0061953648382766418 0.020559728923652345 leaf_weight=2287.8753696756903 737.7705161254853 560.56553877983242 931.62861043214798 1887.9347944818437 6.6376765370368949 2955.3479894092306 1488.4634342475329 1186.5976714920253 976.4989833086729 2456.0638355296105 822.93976499140263 1.8865662999451149 1895.1593060651794 870.87511935736984 25.364325746893883 166.24967463500798 138.00530072301626 20.053232927806675 227.11479488015175 7.9824388585984698 58.072119310498238 139.07533197849989 8.8987503051757795 2.9822643660008898 2.1226442856714121 11.126813007518647 3.9437885954976073 1407.9335860460997 2.4188948795199385 5.2356837876141071 leaf_count=378139 8653 13291 68184 13202 38 115548 172988 48202 13162 15359 4407 10 31499 14455 496 1088 911 373 1623 56 388 761 209 40 60 95 19 7859 22 43 internal_value=0 0.00277115 -0.00726076 0.000746159 5.43794e-05 0.0096148 -0.00894939 -0.0042503 0.0029201 0.000689922 1.40698e-05 -0.000911973 -0.000926709 -0.000290468 0.000654162 0.00116246 8.06882e-05 0.00531656 0.000986993 -0.000107616 -0.00164792 0.00194613 0.00827581 0.0109702 -7.57011e-05 0.0217187 0.00425508 0.000748723 0.00148584 0.012105 internal_weight=0 15398.3 5894.57 11882.3 9013.97 3515.91 3776.34 2118.23 2868.38 5437.73 2237.51 3576.24 3574.35 1679.19 941.423 3200.22 736.5 70.548 570.25 343.135 196.077 147.058 45.1837 34.1623 11.0214 14.1091 980.443 1414.57 2463.72 7.65458 internal_count=911180 243667 667513 114828 88445 128839 551127 116386 26383 32555 12304 55890 55880 24381 15728 20251 4827 1273 3739 2116 1299 817 777 508 269 135 13181 7897 15424 65 is_linear=0 shrinkage=0.01 Tree=469 num_leaves=31 num_cat=0 split_feature=4 5 1 1 1 1 1 0 1 3 1 5 3 5 4 1 1 5 4 4 1 1 6 5 5 1 4 5 5 5 split_gain=85.252 52.4271 37.7009 32.4092 42.6899 28.2239 25.2148 35.7337 18.0316 17.3021 17.2675 21.3385 16.6914 15.7989 20.4768 14.4371 14.9909 21.8196 15.137 14.4854 17.6361 71.4037 14.1177 13.9229 30.3793 92.2146 18.9516 15.5817 13.558 13.4635 threshold=2.5000000000000004 3.5000000000000004 0.040202020202020204 0.49844720496894418 0.51630627437079057 0.25092592592592594 0.13712060166532367 1.0000000180025095e-35 0.066767983789260368 29.500000000000004 0.98936170212765973 1.0000000180025095e-35 25.500000000000004 1.0000000180025095e-35 1.5000000000000002 0.31296641791044782 0.35737937559129612 7.5000000000000009 5.5000000000000009 7.5000000000000009 0.69789381307591059 0.69282051282051293 300.50000000000006 26.500000000000004 212.50000000000003 0.21889880952380952 5.5000000000000009 12.500000000000002 1351.5000000000002 303.50000000000006 decision_type=10 2 2 2 2 2 2 2 2 8 2 2 8 2 8 2 2 2 10 10 2 2 8 2 2 2 10 2 2 2 left_child=1 3 29 6 13 23 7 -1 -4 -6 11 -11 -9 14 -5 -7 17 -17 -18 20 21 -20 -10 26 -25 -26 27 -2 -19 -3 right_child=5 2 8 4 9 15 -8 12 22 10 -12 -13 -14 -15 -16 16 18 28 19 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=0.0017618032678830371 -0.0014783309616342589 0.0018065106624368249 -0.0035025235327512121 7.4482154566718632e-05 -0.00041828356528179396 -0.0058199641620807156 -0.00059237575120734982 -0.0024350826934425164 0.060239188826027662 0.00117915945243918 0.0024870613958630546 -0.0016989410967827715 0.00016198567855470037 0.0030761433718379584 0.0037520365249496695 0.0035540145667569988 -0.003461419577362413 -0.0048045688521591058 0.00500525387851371 -0.0049676183572492935 -0.0011161020665883443 0.1000887424039926 -0.00060607200872213655 -0.005518668078304213 -0.0061197419854031668 0.025549642358005966 0.0029706957589597355 0.0035124688535372772 0.063772448773262186 -0.0054205102106686942 leaf_weight=1687.565567209851 475.8835488082841 794.60891001694836 221.84962478326634 493.08036715630442 1233.3813763340004 143.7317089184653 2658.0352880638093 286.53516725543886 0.38135999068617821 1046.6304918173701 611.96739922277629 341.70732919313014 1815.2871062257327 1228.8011913076043 218.49834107421339 90.621209573000669 820.05245161405765 54.462645443622023 41.710625963984057 46.45539202587679 82.904730415437371 0.80503078363835712 6378.1646330140065 127.53486364893615 27.885483593679965 13.717111659701912 173.4277894180268 72.02483503241092 0.28983062715269525 26.641744867200032 leaf_count=40089 21007 19065 20905 12790 40014 19176 92837 15199 4 32575 13825 11597 45695 33353 7961 3246 68894 7007 1087 2444 2227 10 364139 22132 3515 631 4052 3982 23 1699 internal_value=0 0.00020808 -0.000448503 0.000627383 0.00121688 -0.00188324 0.000154312 0.000678071 -0.000699911 0.000513253 0.00108764 0.000470781 -0.000192065 0.00238948 0.00120372 -0.00283375 -0.00245636 0.000542621 -0.00289588 -0.000197561 0.00156926 0.00680565 -0.000602434 -0.000515832 -0.00309811 0.00432221 8.9657e-05 -0.00082227 -0.00444156 0.00157206 internal_weight=0 19043.1 7421.65 11621.5 5174.07 2171.51 6447.42 3789.39 6600.4 3233.69 2000.31 1388.34 2101.82 1940.38 711.579 1281.03 1137.3 145.374 991.928 171.876 125.42 42.5157 6378.55 890.474 169.137 41.6026 721.336 547.908 54.7525 821.251 internal_count=911180 751747 405812 345935 152115 159433 193820 100983 385048 98011 57997 44172 60894 54104 20751 104114 84938 10276 74662 5768 3324 1097 364143 55319 26278 4146 29041 24989 7030 20764 is_linear=0 shrinkage=0.01 Tree=470 num_leaves=31 num_cat=0 split_feature=4 5 1 1 1 1 1 0 1 3 1 5 3 5 4 1 1 5 4 4 1 1 6 5 5 1 4 5 5 5 split_gain=83.6725 51.3916 36.9504 31.7737 41.8585 27.7552 24.7143 35.0187 17.7281 16.9612 16.9294 20.9194 16.3687 15.4928 20.089 14.2714 14.721 21.4237 14.892 14.2201 17.2646 64.5232 13.7803 13.6956 29.8818 89.5547 18.5776 15.2655 13.2166 13.0284 threshold=2.5000000000000004 3.5000000000000004 0.040202020202020204 0.49844720496894418 0.51630627437079057 0.25092592592592594 0.13712060166532367 1.0000000180025095e-35 0.066767983789260368 29.500000000000004 0.98936170212765973 1.0000000180025095e-35 25.500000000000004 1.0000000180025095e-35 1.5000000000000002 0.31296641791044782 0.35737937559129612 7.5000000000000009 5.5000000000000009 7.5000000000000009 0.69789381307591059 0.69282051282051293 300.50000000000006 26.500000000000004 212.50000000000003 0.21889880952380952 5.5000000000000009 12.500000000000002 303.50000000000006 1.0000000180025095e-35 decision_type=10 2 2 2 2 2 2 2 2 8 2 2 8 2 8 2 2 2 10 10 2 2 8 2 2 2 10 2 2 2 left_child=1 3 28 6 13 23 7 -1 -4 -6 11 -11 -9 14 -5 -7 17 -17 -18 20 21 -20 -10 26 -25 -26 27 -2 -3 -8 right_child=5 2 8 4 9 15 29 12 22 10 -12 -13 -14 -15 -16 16 18 -19 19 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=0.0017440520555697637 -0.0014640197231652161 0.0017876653038932109 -0.0034752258893290685 7.3737162895967063e-05 -0.00041412292015177731 -0.005787044672761912 -0.00020238039771321389 -0.0024120984669992436 0.05938956787598268 0.0011673996032036183 0.0024628208204113436 -0.0016829262772298178 0.00016036477558926656 0.0030463879687947595 0.0037172213575025598 0.0035196088502300739 -0.0034339564012259623 -0.0044116172425787709 0.0049572973332742713 -0.004929193203314408 -0.0011044829691970676 0.092243663168161419 -0.0006001523501539725 -0.0054867934844372232 -0.0060853694106933675 0.025043254164067007 0.0029414832597662683 0.0034738151628563091 -0.0053841889563888299 -0.0018626364268060289 leaf_weight=1687.693800709676 475.73086492531002 794.95398107240908 221.35878699505702 493.08170785894617 1233.3156180945225 143.10697480826639 2042.7307975129224 286.37364371912554 0.38293950632214546 1046.6021976354532 611.81162839848548 341.510438981466 1815.2987829544581 1228.3974359077401 218.34012910258025 90.59214772330597 818.35330790351145 54.574528862955049 41.693078472511843 46.349888521013781 82.938945880392566 0.86444147955626149 6376.6730384142138 126.99571067094803 27.763177499640733 13.853837066330014 173.39878678508103 72.097636813297868 26.553696502232924 614.93616425804794 leaf_count=40089 21007 19065 20905 12790 40014 19176 68076 15199 4 32575 13825 11597 45695 33353 7961 3246 68894 7030 1087 2444 2227 10 364139 22132 3515 631 4052 3982 1699 24761 internal_value=0 0.000206032 -0.000444124 0.000621184 0.00120495 -0.00186721 0.000152778 0.000671293 -0.000693122 0.000508191 0.00107697 0.000466148 -0.000190159 0.00236628 0.00119195 -0.0028111 -0.002436 0.000537913 -0.00287198 -0.000195803 0.00155239 0.00673028 -0.00059655 -0.00051108 -0.00307689 0.004277 8.87711e-05 -0.00081417 0.00155585 -0.000586534 internal_weight=0 19040 7419.92 11620.1 5173.06 2168.31 6447.03 3789.37 6598.41 3233.24 1999.92 1388.11 2101.67 1939.82 711.422 1278.47 1135.37 145.167 990.2 171.846 125.496 42.5575 6377.06 889.84 168.613 41.617 721.227 547.829 821.508 2657.67 internal_count=911180 751747 405812 345935 152115 159433 193820 100983 385048 98011 57997 44172 60894 54104 20751 104114 84938 10276 74662 5768 3324 1097 364143 55319 26278 4146 29041 24989 20764 92837 is_linear=0 shrinkage=0.01 Tree=471 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 9 10 10 10 4 5 10 5 9 2 2 9 5 9 9 5 9 9 2 9 2 5 5 split_gain=4222.15 2116.49 299.626 175.436 101.856 54.2598 50.2871 42.181 33.4647 28.5321 23.7052 19.0393 18.6264 16.6275 16.6035 23.2599 44.9889 54.6102 16.4038 16.1581 17.6248 15.7713 15.5122 15.2485 16.788 24.2385 14.9256 35.9494 14.9305 14.8812 threshold=0.00099748477805400022 0.99977076053619396 2.1584159185294997e-05 0.8784809708595277 3.3950000000000005 0.99998754262924205 5.5250000000000012 9.0500000000000025 8.8294510192099562e-07 0.18897357583045957 0.00012842786236425005 1.5000000000000002 152.50000000000003 0.99473056197166454 35.500000000000007 6.6150000000000011 0.34514106583072107 0.30032679738562096 3.3950000000000005 39.500000000000007 6.2350000000000012 6.1150000000000011 273.50000000000006 4.8650000000000011 6.0250000000000012 0.38913470993117016 5.2650000000000006 0.22271825396825398 34.500000000000007 1.0000000180025095e-35 decision_type=2 2 2 2 10 2 10 8 2 2 2 10 2 2 2 10 2 2 8 2 10 10 2 10 10 2 10 2 2 2 left_child=2 3 8 4 12 -3 10 13 -1 11 -4 26 -2 23 -8 -16 17 -17 -12 -13 -21 -10 -22 -5 -25 -26 28 -28 29 -6 right_child=1 5 6 7 9 -7 14 -9 21 -11 18 19 -14 -15 15 16 -18 -19 -20 20 22 -23 -24 24 25 -27 27 -29 -30 -31 leaf_value=-0.0097394675719445246 -0.0015440823185123703 0.0067430255920369079 -0.0062088137705814455 0.00088854571195708055 -0.00050362717655748888 0.010147875302943723 -0.0018799600422173082 0.006785736410011939 -0.0081666030841514269 0.0016315945878036834 -0.0056791353988806283 -0.0016377411884846013 0.0020737136004552294 0.0036509147049395554 -0.0016462106093039445 0.014973727243404716 0.0061913993840747219 0.11285533421821121 -0.0030276380587967518 0.00035880936850156935 0.012084625462575379 -0.0048995813593994556 -0.0084585730525486968 0.0035254354709821794 -0.0035711814789383305 0.0029256644551245818 -0.0025560538573923953 0.0029812631599548589 -0.0020603319138324675 0.001645227889115928 leaf_weight=2174.1434194073081 3063.8425425440073 557.18797252234071 749.05564876180142 759.1247919164598 632.22186885215342 2925.295503157191 211.88998634042218 253.80468847043812 1399.4007211052813 2563.5100675374269 345.22741515282542 753.22881330642849 149.24373999983072 862.85206118039787 43.574082043487579 1.5818775510415428 37.079638863913715 0.89107619039714325 719.83144821692258 169.72465171199292 23.765137005597357 165.20659372000955 4.3481854256242505 740.65445273369551 91.4247773475945 154.41434228792787 146.21352112200111 591.76426371745765 254.10531888715923 657.35971472039819 leaf_count=365205 19961 13291 55217 5091 7958 115548 10527 7006 164843 13295 8273 14170 1246 9126 4012 64 2037 20 36236 5603 362 21079 88 3616 628 916 1331 7632 6549 10250 internal_value=0 0.00274813 -0.00723677 0.000737255 5.20602e-05 0.00960311 -0.00422306 0.00289398 -0.00893689 0.000843713 -0.00484574 0.000218934 -0.00137604 0.00251531 -0.000394055 0.00339352 0.00894566 0.0502433 -0.00388709 -0.000969734 0.00157357 -0.00782164 0.00890728 0.00195399 0.00277386 0.000509561 0.000714407 0.00188417 0.000155188 0.000591744 internal_weight=0 15354.1 5847.88 11871.6 9009.33 3482.48 2109.13 2862.28 3738.75 5796.24 1814.11 3232.73 3213.09 2608.47 295.017 83.1267 39.5526 2.47295 1065.06 951.067 197.838 1564.61 28.1133 1745.62 986.494 245.839 2281.66 737.978 1543.69 1289.58 internal_count=911180 243667 667513 114828 88445 128839 116386 26383 551127 67238 99726 53943 21207 19377 16660 6133 2121 84 44509 20223 6053 185922 450 10251 5160 1544 33720 8963 24757 18208 is_linear=0 shrinkage=0.01 Tree=472 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 9 10 4 5 5 10 9 10 5 5 2 2 9 9 9 9 9 9 5 2 9 5 9 split_gain=4162.09 2099.86 299.771 172.361 95.2289 54.6349 49.7165 41.1969 33.6939 29.3166 25.5217 28.9051 23.5855 23.0516 21.6839 21.2051 20.3353 19.0507 41.0279 24.5018 23.238 26.2977 23.2571 18.5507 17.8916 17.423 16.351 16.2596 16.2516 22.5621 threshold=0.00099748477805400022 0.99977076053619396 2.1584159185294997e-05 0.78322452306747448 3.4350000000000005 0.99998754262924205 5.5250000000000012 8.2700000000000014 8.8294510192099562e-07 1.5000000000000002 1.0000000180025095e-35 107.50000000000001 0.00012842786236425005 8.2000000000000011 0.98755538463592529 160.50000000000003 39.500000000000007 0.30032679738562096 0.32515060240963861 5.0250000000000012 6.0550000000000006 5.285000000000001 5.2950000000000008 6.2350000000000012 9.7700000000000014 296.50000000000006 1.0000000180025095e-35 3.3950000000000005 35.500000000000007 6.6150000000000011 decision_type=2 2 2 2 10 2 10 8 2 10 2 2 2 10 2 2 2 2 2 10 10 10 10 10 10 2 2 8 2 10 left_child=2 3 8 4 15 -3 12 13 -1 10 17 -12 -4 14 -5 -2 24 26 19 -19 21 -20 -23 -18 -11 -25 -6 -14 -8 -30 right_child=1 5 6 7 9 -7 28 -9 -10 16 11 -13 27 -15 -16 -17 23 18 20 -21 -22 22 -24 25 -26 -27 -28 -29 29 -31 leaf_value=-0.0097352569642867055 -0.0016076935579878615 0.006714193062780145 -0.0061832414763651434 0.0016805101288757851 -0.00057594969960405131 0.010141607517627649 -0.0018644617153388387 0.0059842537862928955 -0.0078027522639891583 -0.0010624239857310216 0.0023307286982052547 -0.00084884700852793835 -0.0056510725097572261 -0.0086857125505633206 0.0034063583693109958 0.0024172545880176465 0.00092422998226829951 -0.0057016993988732202 0.0003698399464481661 0.021906889349034904 -0.0063062795647298173 0.024388498158034563 0.0043716714907864147 0.010653264404056244 0.011874826589222379 -0.0069260663116624335 -0.0056192508812199409 -0.0030055612838825884 -0.0016323742696505569 0.0087804338609442506 leaf_weight=2153.4366635791957 2977.3590208441019 554.00089438818395 744.65413307771087 1956.7054062262177 495.95425062254071 2897.969297231175 211.51669104397297 327.21462298184633 1552.770874025533 1231.7910669017583 2028.9689940866083 332.81256633717567 343.48115675523877 19.138934515416622 1159.3427427075803 136.91334231197834 251.5011770343408 4.1265522204339531 629.4142592754215 14.543227199465035 43.417221518233418 6.089514832943677 124.01471345126629 37.084474416449666 10.783269081264732 6.6486848648637524 73.859207458794117 717.87748814700171 43.504343150183558 39.887042135000229 leaf_count=365205 19395 13291 55217 10434 3676 115548 10527 7861 185922 16844 22593 5808 8273 310 10996 1188 6355 41 6410 96 276 54 1132 438 76 98 747 36236 4012 2121 internal_value=0 0.00272687 -0.00721498 0.000730127 -4.33523e-05 0.00959155 -0.0041973 0.00260781 -0.00892561 0.000773262 0.00124974 0.00188268 -0.00481892 0.00225542 0.00232262 -0.00143074 -0.000389625 0.000175388 0.00114984 0.0158046 0.00080909 0.00121583 0.00530856 0.00196951 -0.000950152 0.00798071 -0.00122966 -0.00386171 -0.000390476 0.00334819 internal_weight=0 15319.7 5807.13 11867.7 8405.28 3451.97 2100.92 3462.4 3706.21 5291.01 3753.2 2361.78 1806.01 3135.19 3116.05 3114.27 1537.81 1391.42 821.605 18.6698 802.936 759.518 130.104 295.234 1242.57 43.7332 569.813 1061.36 294.908 83.3914 internal_count=911180 243667 667513 114828 85227 128839 116386 29601 551127 64644 40833 28401 99726 21740 21430 20583 23811 12432 8009 137 7872 7596 1186 6891 16920 536 4423 44509 16660 6133 is_linear=0 shrinkage=0.01 Tree=473 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 9 10 10 10 5 10 9 5 9 1 1 9 9 2 9 9 2 9 9 9 0 2 1 split_gain=4102.79 2083.33 299.901 169.444 97.9629 55.0093 49.1538 41.5711 33.9224 27.8563 23.4644 17.8945 16.2654 16.1436 15.9107 21.8927 43.5914 43.142 15.8883 15.7414 17.0369 14.9678 16.499 23.7208 14.5449 47.0026 22.4903 13.772 17.197 13.7144 threshold=0.00099748477805400022 0.99977076053619396 2.1584159185294997e-05 0.8784809708595277 3.3950000000000005 0.99998754262924205 5.5250000000000012 9.0500000000000025 8.8294510192099562e-07 0.18897357583045957 0.00012842786236425005 152.50000000000003 0.99473056197166454 3.9350000000000005 35.500000000000007 6.6150000000000011 0.66522988505747138 0.71068484464172488 6.1150000000000011 5.2250000000000005 0.22271825396825398 4.8650000000000011 6.0250000000000012 0.38913470993117016 2.5450000000000004 2.5750000000000006 1.5450000000000002 1.0000000180025095e-35 0.99261982570806107 0.14226190476190473 decision_type=2 2 2 2 10 2 10 8 2 2 2 2 2 8 2 8 2 2 10 10 2 10 10 2 8 8 10 2 2 2 left_child=2 3 8 4 11 -3 10 12 -1 19 -4 24 21 -12 -8 -16 -17 -18 -10 -6 -21 -5 -23 -24 26 -26 -2 28 -22 -13 right_child=1 5 6 7 9 -7 14 -9 18 -11 13 29 -14 -15 15 16 17 -19 -20 20 27 22 23 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0097310232992344741 -0.00023420141254843426 0.006685355187200274 -0.0061576352680291335 0.00086086824240442031 -0.00033344668774381095 0.010135355510068467 -0.001849064486021286 0.006733652635961737 -0.0081332136343984993 0.001604813672722047 -0.0053180934434033647 -0.0082629413711805683 0.0035985199031741185 -0.0028062988535601163 -0.001618632365197274 0.005921626464844669 0.10021189066434782 0.015657547528134811 -0.0048330998113115088 -0.001275066385710888 0.0026196158951076803 0.0034758373319622188 -0.0035476430799452948 0.0028799985163162258 0.0062852264091996868 -0.0014129507164171342 -0.0040941759562704528 -0.0018434969813341715 -0.0016021177600761478 0.0029187716841643807 leaf_weight=2132.9325491099153 226.50139350071549 550.84259276837111 740.29513823613524 758.1256791241467 2014.8074232293293 2870.8949929559603 211.14708091830835 250.98138174042106 1377.88063759543 2564.8066672459245 433.77285414747894 11.918888602405785 858.77865365333855 623.92090308805928 43.435297613963485 37.687666341196746 0.9920813944190735 1.5403460096567867 163.1640311172232 241.13873456791043 769.53199709393084 739.48641203343868 91.531763907521963 154.03953843936324 82.145002853125334 2300.8553121555597 452.52539829164743 99.012953717261553 110.32015814632177 137.60232737101614 leaf_count=365205 1331 13291 55217 5091 36471 115548 10527 7006 164843 13295 12440 103 9126 32069 4012 2039 20 62 21079 2362 12949 3616 628 916 477 15404 2749 1273 888 1143 internal_value=0 0.00270567 -0.00719312 0.000723044 5.06066e-05 0.00957996 -0.00417158 0.00284697 -0.00891426 0.000826492 -0.00479214 -0.00135054 0.00247207 -0.00383642 -0.000386773 0.00330407 0.00862029 0.0487818 -0.0077838 0.00020938 0.00110584 0.00191712 0.00273004 0.000484224 -0.00151549 -0.00114758 -0.00280661 0.00169237 0.00209027 0.00202744 internal_weight=0 15285.8 5766.77 11864.1 9011.17 3421.74 2092.79 2852.94 3673.98 5799.62 1797.99 3211.55 2601.96 1057.69 294.802 83.6554 40.2201 2.53243 1541.04 3234.81 1220 1743.18 985.058 245.571 3062.03 2383 679.027 978.865 879.852 149.521 internal_count=911180 243667 667513 114828 88445 128839 116386 26383 551127 67238 99726 21207 19377 44509 16660 6133 2121 82 185922 53943 17472 10251 5160 1544 19961 15881 4080 15110 13837 1246 is_linear=0 shrinkage=0.01 Tree=474 num_leaves=31 num_cat=0 split_feature=4 1 2 2 3 2 2 2 1 2 3 2 2 3 2 1 2 4 7 3 3 4 1 1 1 4 1 2 3 4 split_gain=80.0882 26.8085 24.0879 54.17 40.7952 34.3484 31.7245 22.4379 17.294 16.9445 18.6648 16.4467 19.3365 16.368 16.3228 17.3862 15.0645 13.9281 13.7324 14.4516 14.7668 13.6718 17.0002 53.7059 13.5851 13.1023 27.958 13.0322 12.5058 12.2928 threshold=2.5000000000000004 0.25092592592592594 0.50155279503105599 0.4817045961624275 29.500000000000004 0.96784532671629464 0.25108695652173912 0.76103179753406891 0.46126568466994 0.92890109890109895 27.500000000000004 0.87439320388349528 0.87577160493827166 27.500000000000004 0.68457101658255237 0.30735492577597845 0.64262062440870393 5.5000000000000009 1.0000000180025095e-35 11.500000000000002 5.5000000000000009 7.5000000000000009 0.69789381307591059 0.69282051282051293 0.66751700680272119 1.5000000000000002 0.82683658170914553 0.33477011494252878 17.500000000000004 3.5000000000000004 decision_type=10 2 2 2 8 2 2 2 2 2 8 2 2 10 2 2 2 10 2 10 10 10 2 2 2 10 2 2 10 10 left_child=2 7 3 4 18 8 25 -2 9 10 -4 -12 -13 -9 15 -3 17 29 19 20 -1 22 23 -19 27 -6 -27 -8 -5 -17 right_child=1 14 5 28 6 -7 24 13 -10 -11 11 12 -14 -15 -16 16 -18 21 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.00024280695333994009 0.0013806171629946364 0.05881957499575987 0.0008006655151783918 0.0046753211107188235 0.0015294259613252877 0.0011414069472845444 0.0016811766170860649 -0.004857285327309625 -0.0024319455364058837 -0.0025150463192984652 -0.00068151040441124329 0.0061739576053292623 0.00034594655403195147 -0.00078769179997504105 -0.0059763059336004126 -0.0021081454509403138 0.00065511902339600878 0.0048915925166416307 0.010451265602687793 -0.0005213963755723403 -0.0039232641702371014 -0.0049118336455968217 -0.0011738101247631893 0.079793097484792339 -0.0026891146300631686 -0.0017544600372579519 0.0037636818279525677 -0.00063492588283618366 0.0016791698605917009 -0.0045768139144297037 leaf_weight=181.37082655751146 368.88737295940518 0.46417621499858697 1351.327381640207 148.80742617323995 2787.4653449179605 1591.3408386306837 320.6497979555279 134.03562387195416 428.5338118665386 345.54859385732561 4596.9362019230612 72.818789090961218 260.90235340502113 376.28187121334486 141.26894714008085 390.38678801152855 141.5086069679819 41.423465076601133 10.86542018316686 2580.9211238876451 273.25817200890742 45.752569980919361 82.160905435914174 0.97992930142208834 233.66298301913776 343.14725548541173 125.35903766797855 1002.4745793512557 2182.9257049097214 417.3525054557249 leaf_count=9104 11158 33 75787 6605 70637 37358 10396 18935 24808 26215 216763 2345 13684 25226 19263 34510 10115 1087 842 101083 15055 2444 2227 10 11837 9908 3432 47504 68384 34425 internal_value=0 -0.00183877 0.000202475 0.000531868 0.000134746 -0.000185713 0.000707956 -0.000498349 -0.000485015 -0.000359128 -0.000240539 -0.000525898 0.00161763 -0.00185658 -0.00277313 -0.00236912 -0.00239449 -0.00283572 -0.000770817 -0.000810985 -0.00245497 -0.000236923 0.00148018 0.00662254 -0.0004662 0.00126936 -0.000277961 -7.36349e-05 0.00187038 -0.00338369 internal_weight=0 2140.5 18838.3 10190.9 7859.17 8647.41 4812.76 879.205 7056.07 6627.53 6281.98 4930.66 333.721 510.317 1261.3 1120.03 1119.56 978.056 3046.42 3035.55 454.629 170.317 124.564 42.4034 1556.79 3255.97 468.506 1323.12 2331.73 807.739 internal_count=911180 159433 751747 354787 279798 396960 153714 55319 359602 334794 308579 232792 16029 44161 104114 84851 84818 74703 126084 125242 24159 5768 3324 1097 69737 83977 13340 57900 74989 68935 is_linear=0 shrinkage=0.01 Tree=475 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 9 10 10 10 10 5 9 10 5 9 2 2 5 9 9 9 2 9 0 9 9 10 2 split_gain=4041.42 2066.48 299.94 166.429 96.3089 55.3741 48.6921 41.1961 34.1561 27.2482 23.3451 17.6797 20.1088 16.2086 16.078 15.5601 21.1981 37.6143 37.0359 15.551 15.3132 14.7263 16.1863 23.1812 14.0505 13.9589 15.8752 17.0762 21.3989 14.1883 threshold=0.00099748477805400022 0.99977076053619396 2.1584159185294997e-05 0.8784809708595277 3.3950000000000005 0.99998754262924205 5.5250000000000012 9.0500000000000025 1.0372787642154437e-06 0.18897357583045957 0.00017857718921725002 0.015218299813568552 152.50000000000003 3.9350000000000005 0.99473056197166454 35.500000000000007 6.6150000000000011 0.34514106583072107 0.30032679738562096 1.0000000180025095e-35 6.1150000000000011 4.8650000000000011 6.0250000000000012 0.38913470993117016 3.1750000000000003 1.0000000180025095e-35 6.0750000000000011 5.455000000000001 0.068259380757808671 0.53873431533006011 decision_type=2 2 2 2 10 2 10 8 2 2 2 2 2 8 2 2 8 2 2 2 10 10 10 2 10 2 10 10 2 2 left_child=2 3 8 4 11 -3 10 14 -1 19 -4 -2 -13 -12 21 -8 -17 18 -18 25 -10 -5 -23 -24 -14 26 27 -6 -29 -30 right_child=1 5 6 7 9 -7 15 -9 20 -11 13 12 24 -15 -16 16 17 -19 -20 -21 -22 22 23 -25 -26 -27 -28 28 29 -31 leaf_value=-0.0096870274465475203 -0.0024730029624245482 0.0066565959303393945 -0.0059156777842414975 0.00085040978537149765 -1.1800838353912769e-05 0.010129173413257277 -0.0018278165403669349 0.0067047632927291012 -0.008059899363409102 0.001588209861554078 -0.0052415056491597594 -0.0010664370149035059 0.0050344011041965221 -0.0025147691420854606 0.0035717314459526505 -0.0015979232045707312 0.014088421898591615 0.0058688546771789489 0.089064504730817909 0.00073693544988960786 -0.0047017437904917428 0.0034445652913900984 -0.003497372738153801 0.00285395195113711 -0.0044371338875106329 -0.0021744824907069006 -0.0046510053266823875 0.0016743438311389383 0.022011443015706515 0.0057630575140696126 leaf_weight=2197.7233330712188 964.10714359954 547.66052417829633 888.35489611956291 757.62715240567923 631.27421523910016 2842.9463441260159 210.63452832540497 249.41183060407639 1290.6895341661293 2565.2542288862169 369.21160690393299 2138.555711183697 88.691221553832293 532.29732339410111 856.58836827240884 43.331307421438396 1.6384820388630026 37.808039020746946 1.1019214149564502 2045.3005132330582 151.75416661379859 738.62788762152195 91.743961349129677 153.80208551138639 19.021123714745045 417.35180829279125 64.575539145618677 54.80640922114253 10.179837420582773 11.384074896574019 leaf_count=378139 8948 13291 63692 5091 9578 115548 10527 7006 153662 13295 10174 11666 460 25860 9126 4012 64 2037 20 38165 19326 3616 628 916 133 4854 486 738 53 69 internal_value=0 0.00268383 -0.00717016 0.000715377 4.93623e-05 0.00956827 -0.00414521 0.00282266 -0.00890227 0.000818525 -0.0047652 -0.00134027 -0.000854095 -0.0036315 0.00245003 -0.000377319 0.0032651 0.00846187 0.0442364 0.000208164 -0.0077066 0.00189839 0.00270514 0.000480891 0.00336181 -0.000700983 9.53796e-05 0.000528507 0.00499467 0.0134336 internal_weight=0 15248.9 5724.55 11858.3 9010.5 3390.61 2084.38 2847.8 3640.17 5800.13 1789.86 3210.38 2246.27 901.509 2598.39 294.514 83.8797 40.5484 2.7404 3234.87 1442.44 1741.8 984.174 245.546 107.712 1189.57 772.22 707.645 76.3703 21.5639 internal_count=911180 243667 667513 114828 88445 128839 116386 26383 551127 67238 99726 21207 12259 36034 19377 16660 6133 2121 84 53943 172988 10251 5160 1544 593 15778 10924 10438 860 122 is_linear=0 shrinkage=0.01 Tree=476 num_leaves=31 num_cat=0 split_feature=9 9 9 9 0 4 1 9 1 3 9 4 9 9 1 3 1 4 1 9 1 1 1 1 4 3 1 4 9 9 split_gain=358.963 47.3113 44.3324 62.773 32.0947 31.2953 30.5403 25.8931 24.881 18.8574 18.8327 18.1742 22.6365 17.058 20.5281 16.8378 16.5914 23.9663 16.1591 33.8621 19.5633 45.3868 24.0431 26.2437 19.196 16.5222 15.6453 15.6021 16.594 26.0632 threshold=2.6250000000000004 2.5450000000000004 4.3750000000000009 5.4850000000000012 1.0000000180025095e-35 1.5000000000000002 0.82683658170914553 9.1600000000000019 0.85791925465838526 28.500000000000004 4.8650000000000011 11.500000000000002 4.9150000000000009 2.4350000000000005 0.040202020202020204 27.500000000000004 0.51869322152341024 2.5000000000000004 0.75110619469026563 2.5450000000000004 0.32667994026879044 0.14337101747173689 0.33460559796437661 0.37546992481203006 1.5000000000000002 23.500000000000004 0.74095860566448812 2.5000000000000004 6.9850000000000012 7.0550000000000006 decision_type=10 8 10 10 2 10 2 10 2 8 10 10 10 10 2 10 2 10 2 10 2 2 2 2 10 8 2 10 10 10 left_child=1 13 16 5 18 9 11 27 -8 10 -4 -7 -13 -1 -15 -9 -2 26 20 -20 21 -3 24 -24 -22 -25 -18 28 -5 -30 right_child=2 4 3 7 -6 6 8 15 -10 -11 -12 12 -14 14 -16 -17 17 -19 19 -21 22 -23 23 25 -26 -27 -28 -29 29 -31 leaf_value=0.0015972171837407513 0.00033593077098932513 0.0041472910502609803 -0.0048146765478582236 1.810252779194316e-05 0.0047267534050405768 -0.0030576550589878383 0.010281151645874525 -0.0050247885640915492 -0.00052639085319806792 -0.00084282406979184845 -0.0016577899883144405 -0.0057457438239162644 0.012440378902313608 -0.0077752659484281719 4.6346536765993442e-05 0.00051603918412544952 -0.0014360925291627144 -0.0056376565374381161 -0.00039899197103914928 0.0095646128757460834 0.012245665071161777 -0.0018597611360428729 -0.0021468406933412231 0.0084361232677657872 -0.001718122491213908 0.0034787566897548699 0.00066723354946412452 -0.0010605141434290579 0.0067216168174046784 0.001069696514058501 leaf_weight=1630.9947716360912 4148.2410757353064 275.42167313583195 240.41660349466838 1987.9558203865308 989.66610660497099 1994.831864958629 30.141734203556553 166.10989767126739 72.631914746249095 3471.8244745866396 883.09275657613762 11.573178240330892 16.750368993962184 40.072050495073199 206.31981707829982 81.878911572275683 841.23233568435535 98.977387376362458 332.91188062541187 38.003749726340175 53.69730456545949 231.49852211773396 77.240071001462638 74.754863358102739 12.05486644245684 667.94345450401306 610.14771105209365 826.70074745872989 92.455058340914547 694.2755354847759 leaf_count=38419 103732 9227 15398 89435 35235 168835 1126 33962 2924 167680 54927 447 440 636 4440 9276 25023 4895 6520 475 948 4731 1257 3204 216 21254 13714 54465 4812 33527 internal_value=0 0.0024508 -0.000704895 -0.00108817 0.00328548 -0.00167135 -0.00267458 -6.98928e-05 0.00264327 -0.00120723 -0.00233332 -0.00294472 0.00500942 0.00122673 -0.00122572 -0.00319536 6.06199e-06 -0.000876557 0.00247666 0.000621872 0.00297068 0.00140401 0.00386735 0.00340078 0.00968557 0.00397773 -0.000551872 0.000145325 0.000504597 0.0017339 internal_weight=0 4630.58 16269.2 10570.6 2753.19 6721.26 2125.93 3849.38 102.774 4595.33 1123.51 2023.16 28.3235 1877.39 246.392 247.989 5698.6 1550.36 1763.53 370.916 1392.61 506.92 885.691 819.938 65.7522 742.698 1451.38 3601.39 2774.69 786.731 internal_count=911180 126562 784618 637254 83067 411777 173772 225477 4050 238005 70325 169722 887 43495 5076 43238 147364 43632 47832 6995 40837 13958 26879 25715 1164 24458 38737 182239 127774 38339 is_linear=0 shrinkage=0.01 Tree=477 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 5 5 2 2 5 2 2 5 5 5 5 10 10 10 10 2 0 5 2 10 5 split_gain=3979.75 2047.1 299.771 163.492 55.7631 44.3501 34.3972 34.2954 27.184 15.86 15.6462 10.7588 10.4361 17.0909 17.3262 9.35926 10.0444 9.19651 16.9495 25.6909 9.32227 8.43852 8.39753 16.4077 7.96592 7.84621 16.347 7.7629 14.5632 16.2541 threshold=0.00099748477805400022 0.99977076053619396 2.1584159185294997e-05 0.78322452306747448 0.99998754262924205 0.049213243648409809 8.8294510192099562e-07 0.98755538463592529 0.00014260681928130004 5.5000000000000009 361.50000000000006 0.84654631083202525 0.66349106014087067 1.0000000180025095e-35 0.66781609195402314 0.8185736677115989 14.500000000000002 241.50000000000003 35.500000000000007 14.500000000000002 0.0016333823441527001 0.020015737973153553 0.0055486904457211009 0.0043998162727802515 0.65235814296241723 1.0000000180025095e-35 1.0000000180025095e-35 0.82623792270531415 7.8110180766088902e-05 80.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 6 5 -3 12 -1 11 15 25 -9 -5 24 -14 17 -4 -17 18 19 22 -21 -16 23 -15 -2 -7 -27 28 -18 -30 right_child=1 4 8 7 -6 9 -8 10 -10 -11 -12 -13 13 14 21 16 27 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.00972196965905321 -0.0012176100195001546 0.0066258265698484944 -0.0058398298762291773 0.0014557504764739523 0.010122945214062181 0.0005635158298784676 -0.0077433368651342403 0.0039554233184574813 -0.0031110027938656172 0.0014052131578076112 -0.0038005826422175411 0.0034682092198594851 -0.0017702567493921642 0.0032552375523557642 -0.00038169065326856231 -0.0051962231016184522 -2.8838090152398063e-05 0.021583202556568596 -0.0036072456618308451 0.035997407579622241 0.01445371321152948 0.0021065874303277084 -0.0015968563702985861 0.033524687368912981 -0.0078874389207654258 -0.0013798404188933994 0.00098819495994652978 -0.00025214013845650487 0.10534377277580104 -0.010096305774406875 leaf_weight=2089.0352427747566 2372.2045787861571 544.17728417925537 774.05513423727825 1803.6234242599458 2812.6254076538607 2035.2188185304403 1516.344457725063 1304.9733186457306 1168.2871900047176 1575.6830977834761 26.538529742509127 311.53352001495659 408.97587737441063 9.2828064663335699 512.84362169541419 80.684989001136273 0.9934280402958382 3.3668580744415513 18.201919809915125 2.3026299038901952 15.726498223841189 185.62149616330862 20.335352536290884 2.2188018132001153 18.042528074234724 742.46957935392857 479.96435102447867 51.478227228391916 0.34642179077491164 0.18824865575879812 leaf_count=365205 36147 13291 58376 11245 115548 11661 185922 16358 48202 11240 155 1843 5366 267 10625 4965 130 88 398 34 170 2069 284 39 403 3899 2537 4655 36 22 internal_value=0 0.00266247 -0.00714676 0.000709563 0.00955602 -4.27554e-05 -0.0088898 0.0025436 -0.00411967 0.000581556 0.00380084 0.00175216 -0.000888204 -0.00011823 0.000759337 -0.00541784 -0.00297456 0.00545019 0.0046522 0.00766703 0.0172052 0.000279585 0.0022656 0.00909459 -0.00126796 0.000183165 -0.000450078 0.000407204 0.022619 0.0646992 internal_weight=0 15205.9 5681.41 11849.1 3356.8 8402.46 3605.38 3446.67 2076.03 4833.34 1331.51 2115.16 3569.12 1178.88 769.9 907.746 133.691 71.4349 68.068 49.8661 18.0291 698.465 31.837 11.5016 2390.25 3257.65 1222.43 53.0063 1.5281 0.53467 internal_count=911180 243667 667513 114828 128839 85227 551127 29601 116386 29337 16513 13088 55890 19340 13974 68184 9808 1280 1192 794 204 12694 590 306 36550 18097 6436 4843 188 58 is_linear=0 shrinkage=0.01 Tree=478 num_leaves=31 num_cat=0 split_feature=5 1 2 2 2 0 3 2 5 1 5 8 1 5 2 1 1 7 1 5 3 1 2 0 5 5 5 1 1 2 split_gain=66.168 37.2735 26.7242 49.4632 26.1139 23.0051 21.8513 20.4471 15.8416 21.8975 15.7332 14.7536 13.6143 13.2644 13.5993 12.6251 13.9664 12.5167 11.7038 11.3431 13.7694 11.2453 10.6813 17.6476 13.1725 10.4746 13.0945 10.4618 18.6589 17.0423 threshold=3.5000000000000004 0.051836094939543158 0.50155279503105599 0.48492424242424242 0.92890109890109895 1.0000000180025095e-35 29.500000000000004 0.58363746958637475 1.0000000180025095e-35 0.51363749070171105 303.50000000000006 4028.0000000000005 0.98936170212765973 212.50000000000003 0.98004975124378124 0.76024883359253514 0.80810147299509005 1.0000000180025095e-35 0.89596861471861489 16.500000000000004 29.500000000000004 1.0000000180025095e-35 0.28015151515151521 1.0000000180025095e-35 1.0000000180025095e-35 408.50000000000006 396.50000000000006 0.13712060166532367 0.23271742593182543 0.87577160493827166 decision_type=2 2 2 2 2 2 8 2 2 2 2 8 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 left_child=2 10 3 6 5 11 17 -4 -5 -10 13 -3 15 19 -15 22 -17 -1 -18 20 -2 -21 23 -8 -24 26 -13 29 -29 -9 right_child=1 4 7 8 -6 -7 12 27 9 -11 -12 25 -14 14 -16 16 18 -19 -20 21 -22 -23 24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.00049177459029484756 -4.8678077017311173e-05 0.052851765221003974 -0.0019196805951415023 0.0010205778804839214 -0.0050325854382178761 0.0011273887300853062 0.0021695002141057665 0.0049601764802725025 0.0028450044163257355 0.04117511610118478 -0.0056415119761239084 -0.00095331111004196445 0.0021563038167700431 -0.0014836282248985757 0.011036854301435932 -0.0052820081316834648 0.0021631713330315084 0.010453281725746165 -0.0071001535762598477 -0.0016787207902796823 0.0037395248127514024 0.0014074415799527362 0.00056236884690187268 0.00032328408717824972 -0.0020828658188974621 -0.0029674064130071317 0.0068107959753328038 -0.0020935086644325676 0.00013190951607112904 0.00048237830638880468 leaf_weight=2175.4451660343911 151.04040282056667 0.50866379775106907 577.21691093803383 720.09699551947415 151.83201093995012 548.3697160910815 879.88881612708792 90.497004671487957 1214.8386053047143 1.492270367220043 32.904044697294012 6486.4434947967529 630.63755666604266 12.749332058476282 27.146332329604775 76.242135622538626 75.89542799629271 10.498950307257472 16.627560397144407 204.48756600823253 263.06802737968974 279.37479628389701 644.54546329984441 1257.9760529287159 265.9197088512592 261.79707470233552 21.795349272200838 472.26502112625167 1863.0140555701219 1398.3319811951369 leaf_count=73815 6180 9 23290 21723 14294 22366 21685 3628 34034 19 2552 427740 14427 618 605 2827 2247 841 565 4963 5041 14634 21045 33088 10190 24500 1597 21174 64954 36529 internal_value=0 -0.00068822 0.00046012 0.000805504 -0.000927754 -0.000842598 0.000359212 -0.000165316 0.0021961 0.00289203 0.00115515 -0.00100215 0.000812804 0.00139361 0.00703572 0.000549441 -0.00211297 -0.000439206 0.000498434 0.00114294 0.00235783 0.000103183 0.000696841 0.00108314 -0.000210225 -0.0010062 -0.00092731 9.9491e-05 -0.000318138 0.000754557 internal_weight=0 8441.52 12371.4 7970.1 7470.75 7318.91 6033.68 4401.32 1936.43 1216.33 970.771 6770.54 3847.73 937.866 39.8957 3217.1 168.765 2185.94 92.523 897.971 414.108 483.862 3048.33 2137.86 910.465 6770.04 6508.24 3824.11 2335.28 1488.83 internal_count=911180 525099 386081 236506 490506 476212 180730 149575 55776 34053 34593 453846 106074 32041 1223 91647 5639 74656 2812 30818 11221 19597 86008 54773 31235 453837 429337 126285 86128 40157 is_linear=0 shrinkage=0.01 Tree=479 num_leaves=31 num_cat=0 split_feature=9 9 9 5 9 9 2 2 9 5 5 2 9 9 9 9 5 5 3 2 2 2 2 2 2 2 3 9 9 2 split_gain=345.181 46.4533 41.9465 69.1873 49.5471 42.1371 25.4709 37.288 31.4457 23.2731 21.6634 19.2596 23.5599 18.5139 21.9872 25.2196 18.1362 17.8798 18.6112 17.8714 23.4693 22.6928 23.3506 22.8632 17.7207 27.8486 17.2873 17.1409 16.7798 18.3765 threshold=2.6250000000000004 2.5450000000000004 4.3750000000000009 64.500000000000014 5.4850000000000012 5.8550000000000013 0.97385509227614497 0.62871870397643603 5.8750000000000009 107.50000000000001 25.500000000000004 0.29429808733309276 5.4450000000000012 4.7650000000000006 4.8950000000000005 4.8650000000000011 212.50000000000003 48.500000000000007 29.500000000000004 0.36032786885245904 0.30810147299509005 0.68783602150537648 0.72792207792207797 0.67879188712522065 0.59943502824858774 0.54570024570024578 24.500000000000004 4.0850000000000009 2.4350000000000005 0.96446608946608958 decision_type=10 8 10 2 10 10 2 2 10 2 2 2 8 10 10 10 2 2 10 2 2 2 2 2 2 2 10 10 10 2 left_child=1 28 16 4 10 -5 7 24 9 -9 13 12 -12 -4 15 -15 -2 -3 -19 20 -6 23 -23 -21 25 -7 -17 -18 -1 -30 right_child=2 17 3 5 19 6 -8 8 -10 -11 11 -13 -14 14 -16 26 27 18 -20 21 -22 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0015636849814917462 -0.00013288117290186088 0.0034670331059161335 -0.0023982541032982999 -0.0039400415466773232 -0.00029092595593525764 0.0017901265867558409 0.0040479343986633996 0.034490720033639823 -0.0056919883018211239 -0.0065326067733333763 0.00034820551225951224 -0.0042848039923311281 0.029966558501238683 -0.0011312459482542578 -0.001100086529733538 -0.0038670297915408976 0.0032997737249512095 0.0044195594450388139 -0.0019511744309291096 0.0016104083111641685 -0.0053534885876000285 -0.0050877395595585687 0.00028289465036205854 0.008867768258257169 0.0080826829408938584 -0.0076632458111718371 0.0037980782336715451 -0.0039152946469194318 -0.0005486834631897022 -0.012041548800749648 leaf_weight=1622.9511385392398 5378.844387632329 2537.0685361623764 892.28332507493906 1192.9627051737625 840.52543563907966 162.65951187210158 98.726405049208552 3.4505040755029759 179.08556138817221 2.3078539404086769 61.612702077021822 370.52431784174405 2.8080698114354155 293.77881389437243 3779.2844996280037 32.980182376457378 262.2494017444551 71.817908231168985 126.85060619004071 913.1328175412491 102.76710305688903 87.255597977433354 1121.2649179282598 45.575545808998868 31.164599836338311 38.547283387277275 272.81815910572186 37.65495179942809 230.52844485919923 14.806048963218926 leaf_count=38419 136017 78879 39297 146224 27224 10406 2857 102 27100 264 4330 39725 174 12747 188379 1310 8520 1387 2801 41030 9243 10147 60078 855 1909 5958 7895 2827 4893 183 internal_value=0 0.00241072 -0.000692112 -0.00106582 -0.000708881 -0.00290738 -0.000519639 -0.00160047 -0.00495239 0.0180493 -0.00126237 -0.00340738 0.00163925 -0.00108537 -0.000817844 0.0009612 5.61092e-07 0.00324081 0.000351822 0.000306458 -0.000842467 0.00080653 -0.000104867 0.00195541 0.00106587 -2.09545e-05 0.0029714 0.00239387 0.00119522 -0.00124228 internal_weight=0 4604.02 16204.3 10525.5 8816.61 1708.9 515.942 417.215 184.844 5.75836 5706.09 434.945 64.4208 5271.14 4378.86 599.577 5678.75 2735.74 198.669 3110.52 943.293 2167.23 1208.52 958.708 232.371 201.207 305.798 299.904 1868.29 245.334 internal_count=911180 126562 784618 637254 442434 194820 48596 45739 27466 366 293857 44229 4504 249628 210331 21952 147364 83067 4188 148577 36467 112110 70225 41885 18273 16364 9205 11347 43495 5076 is_linear=0 shrinkage=0.01 Tree=480 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 9 10 9 10 10 10 5 5 9 1 10 9 9 10 5 1 9 9 9 5 9 9 9 0 9 split_gain=3916.35 2027.67 299.603 160.675 98.2803 57.0467 56.1668 40.1188 37.6397 26.1943 20.1797 17.4088 17.0938 29.8933 57.6319 50.6425 22.591 16.0776 15.5992 15.1861 15.0088 14.5904 16.1139 22.8817 14.3403 14.1713 45.3084 21.9158 13.6759 15.7071 threshold=0.00099748477805400022 0.99977076053619396 9.6955882327165472e-06 0.8784809708595277 3.3950000000000005 5.5250000000000012 0.99998754262924205 9.0500000000000025 0.00012842786236425005 0.18897357583045957 8.8294510192099562e-07 152.50000000000003 36.500000000000007 6.6150000000000011 0.57719393282773568 2.3335483092523649e-05 8.3400000000000016 3.3950000000000005 0.99473056197166454 1.0000000180025095e-35 0.05298245614035086 4.8650000000000011 6.0250000000000012 6.3250000000000011 40.500000000000007 2.5450000000000004 2.5750000000000006 1.5450000000000002 1.0000000180025095e-35 6.0750000000000011 decision_type=2 2 2 2 10 10 2 8 2 2 2 2 2 10 2 2 10 8 2 2 2 10 10 8 2 8 8 10 2 10 left_child=2 3 10 4 11 8 -3 18 -4 19 -1 25 -7 24 -15 -16 -17 -10 21 28 -21 -5 -23 -24 -14 27 -27 -2 29 -6 right_child=1 6 5 7 9 12 -8 -9 17 -11 -12 -13 13 14 15 16 -18 -19 -20 20 -22 22 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0097171221936939254 -0.00025365432481700507 0.0065941227425766035 -0.0064592026162530814 0.00082443897112183945 0.00054691950019724678 -0.0021122704769244174 0.01011662282871436 0.0066395174971276465 -0.0055611876565050946 0.0015809279127460671 -0.0080616436034091684 0.0019744518926732104 0.02320015239641111 0.005246766106340609 0.14483758860290066 0.014878819433189708 0.069272232610572568 -0.0029106185882456959 0.0035203763864571948 0.002305507269521397 0.00027750689241817181 0.003410861313392936 -0.0039926335031633857 0.0025517121819235802 -0.0034790057310250338 0.0061533711672114005 -0.0014156856584502226 -0.0040659184262448606 -0.002134062454270988 -0.0046127552077798875 leaf_weight=2065.6084959818982 226.32008292898536 540.63124488294125 1029.0937482048757 756.03702830895782 706.43183999322355 253.09078984009102 2782.049006504938 245.77978001348674 337.90882712230086 2564.282287016511 1144.1855899260845 149.66187576577067 2.0998934153467408 41.949371511582285 0.45164762344211284 2.37996618449688 1.1242467956617472 709.03629630245268 852.14935557357967 475.74192442838103 1566.7485946426168 737.30969708412886 78.677274845540524 166.4661269672215 49.668946591904387 81.90494441613555 2297.230072516948 451.88954085856676 415.86500744894147 64.376342592760921 leaf_count=365205 1331 13291 85089 5091 10438 14799 115548 7006 8273 13295 149650 1246 203 2547 38 95 25 36236 9126 4526 33639 3616 485 1059 5353 477 15404 2749 4854 486 internal_value=0 0.00264062 -0.00712233 0.000702941 4.88937e-05 -0.00447086 0.00954348 0.00277835 -0.00510108 0.000826362 -0.009127 -0.0013556 -0.000740874 0.00281266 0.00868756 0.0451749 0.0323297 -0.00376611 0.00241203 0.00022716 0.000749874 0.00186875 0.0026724 0.000451344 -0.00239682 -0.00151861 -0.00115511 -0.00279376 -0.00067253 0.000115994 internal_weight=0 15159.6 5636.6 11836.9 9000.45 2426.8 3322.68 2836.42 2076.04 5793.45 3209.79 3207.01 350.765 97.6741 45.9052 3.95586 3.50421 1046.95 2590.64 3229.16 2042.49 1738.49 982.453 245.143 51.7688 3057.34 2379.14 678.21 1186.67 770.808 internal_count=911180 243667 667513 114828 88445 152658 128839 26383 129598 67238 514855 21207 23060 8261 2705 158 120 44509 19377 53943 38165 10251 5160 1544 5556 19961 15881 4080 15778 10924 is_linear=0 shrinkage=0.01 Tree=481 num_leaves=31 num_cat=0 split_feature=9 9 9 9 0 4 1 9 1 3 9 4 9 3 9 1 1 4 1 9 1 1 1 1 4 3 4 9 9 9 split_gain=334.065 45.0521 40.4084 60.082 31.1921 30.4675 29.7246 24.3526 24.3354 18.3392 18.7738 17.7446 22.252 16.5233 16.4477 19.8338 16.1611 23.353 15.6155 33.2264 19.0762 45.0073 20.716 25.4186 18.9954 16.4345 15.4549 16.0219 24.8295 19.2629 threshold=2.6250000000000004 2.5450000000000004 4.3750000000000009 5.4850000000000012 1.0000000180025095e-35 1.5000000000000002 0.82683658170914553 9.1600000000000019 0.85791925465838526 28.500000000000004 5.1450000000000005 11.500000000000002 4.9150000000000009 27.500000000000004 2.4350000000000005 0.040202020202020204 0.51869322152341024 2.5000000000000004 0.75110619469026563 2.5450000000000004 0.31296641791044782 0.14337101747173689 0.33460559796437661 0.37546992481203006 1.5000000000000002 23.500000000000004 2.5000000000000004 6.9850000000000012 7.0550000000000006 6.8650000000000011 decision_type=10 8 10 10 2 10 2 10 2 8 10 10 10 10 10 2 2 10 2 10 2 2 2 2 10 8 10 8 10 10 left_child=1 14 16 5 18 9 11 26 -8 10 -4 -7 -13 -9 -1 -16 -2 -18 20 -20 21 -3 24 -24 -22 -25 27 29 -29 -5 right_child=2 4 3 7 -6 6 8 13 -10 -11 -12 12 -14 -15 15 -17 17 -19 19 -21 22 -23 23 25 -26 -27 -28 28 -30 -31 leaf_value=0.0015444793888599883 0.00032575270823553631 0.0040471489864278617 -0.0032435928223304824 0.00019641102941209549 0.0046302886312959372 -0.0029987092049596244 0.010208978173305006 -0.0049445482954064094 -0.00050502202393436094 -0.0008029501452620966 -0.0005294911097664546 -0.0057086881769208928 0.012385448826781078 0.00058491771838086468 -0.0076958484983739384 1.799110268450349e-05 -0.00055393616641148072 -0.0055987128743071211 -0.00044527884694702457 0.0094702463135686657 0.011265869447302512 -0.0020165108949739981 -0.0021647258866651412 0.0083772437032630341 -0.0022213884460548388 0.0033851423887485163 -0.0010464754332309171 0.0066485208771756765 0.0010837468974570796 -0.0061278206755394585 leaf_weight=1615.110232423991 4121.2264492204413 271.65320166014135 717.41453399835154 1926.1739210628439 975.71565686538815 1973.6745849312283 30.023713105125353 162.73514574952424 72.134629590669647 3448.6270977773238 395.28159592673182 11.484723906731235 16.650058159604669 80.91132989176549 39.827002545818686 204.40055027697235 1441.007766392082 98.001648185541853 330.56413239054382 37.643457561731339 59.549432069063187 222.80760176852345 76.740883394144475 73.274415115825832 12.662990631535648 659.40829966682941 819.60559338936582 90.721109160222113 690.16196924401447 49.39727779570967 leaf_count=38419 103732 9227 44149 86628 35235 168835 1126 33962 2924 167680 26176 447 440 9276 636 4440 38737 4895 6520 475 1074 4593 1257 3204 228 21254 54465 4812 33527 2807 internal_value=0 0.00237841 -0.000681675 -0.00104925 0.00319848 -0.0016223 -0.00261779 -4.92908e-05 0.00264376 -0.00116312 -0.00227942 -0.0028863 0.00499935 -0.0031083 0.00117874 -0.00123993 -7.78895e-07 -0.000875179 0.00239756 0.000568428 0.00288699 0.00131482 0.00376873 0.00331088 0.00890078 0.00388439 0.000159127 0.000517602 0.00173025 3.82796e-05 internal_weight=0 4579.36 16145.2 10485 2720.02 6665.29 2103.97 3819.71 102.158 4561.32 1112.7 2001.81 28.1348 243.646 1859.34 244.228 5660.24 1539.01 1744.3 368.208 1376.1 494.461 881.636 809.424 72.2124 732.683 3576.06 2756.45 780.883 1975.57 internal_count=911180 126562 784618 637254 83067 411777 173772 225477 4050 238005 70325 169722 887 43238 43495 5076 147364 43632 47832 6995 40837 13820 27017 25715 1302 24458 182239 127774 38339 89435 is_linear=0 shrinkage=0.01 Tree=482 num_leaves=31 num_cat=0 split_feature=5 2 2 2 2 3 2 2 0 2 2 2 0 5 6 5 5 2 2 3 7 2 5 3 3 2 2 2 5 5 split_gain=62.009 25.6533 47.9592 23.3707 26.9205 21.134 20.2579 20.7914 20.3041 20.1488 18.0755 29.489 23.2426 22.4638 17.1853 15.5218 14.8649 15.5826 19.4061 15.9187 12.7031 10.8972 10.8815 14.5182 14.6669 11.2062 21.8186 48.6582 38.81 21.4354 threshold=3.5000000000000004 0.50155279503105599 0.48492424242424242 0.94754041967664271 0.92890109890109895 27.500000000000004 0.21498599439775909 0.33248299319727892 1.0000000180025095e-35 0.58363746958637475 0.16749174917491746 0.24165739710789766 1.0000000180025095e-35 1.0000000180025095e-35 300.50000000000006 1.0000000180025095e-35 135.50000000000003 0.19929078014184398 0.16749174917491746 28.500000000000004 1.0000000180025095e-35 0.15074051531750862 53.500000000000007 29.500000000000004 10.500000000000002 0.53873431533006011 0.68783602150537648 0.66349106014087067 15.500000000000002 45.500000000000007 decision_type=2 2 2 2 2 8 2 2 2 2 2 2 2 2 8 2 2 2 2 8 2 2 2 10 8 2 2 2 2 2 left_child=1 2 5 4 6 20 16 -8 14 -3 12 -12 -7 -13 -9 -4 17 18 19 -2 -1 -18 25 24 -24 -16 27 -27 -29 -30 right_child=3 9 15 -5 -6 10 7 8 -10 -11 11 13 -14 -15 22 -17 21 -19 -20 -21 -22 -23 23 -25 -26 26 -28 28 29 -31 leaf_value=-0.00098461413833503329 -0.0019315790616109072 -0.0019136784239628239 0.00099197969373531793 0.0010327250014933525 -0.005023756687901693 0.0022394965705393069 -0.0031355745765683329 0.066004756329177933 0.0013154973242892165 9.5678109803029964e-05 -0.0047361727598067734 0.00088458246781268624 0.000434254752277745 -0.0017479974876419781 -0.0012991925271127081 0.0028494046979570444 -0.0088463451142789147 0.0056381777323606516 -0.0077351602169799891 0.0016729255650278058 0.010377467971439803 -0.00017992727946466089 -0.0038139302688207388 -0.0020938056059929982 -0.00027005027779733573 -0.0003856619330553947 -0.001064002923960575 -8.8212409811427664e-06 0.0092646446959457358 -0.0048337695999886498 leaf_weight=1122.8671536780894 155.29357418371364 574.29822805244476 716.23662083270028 737.06799638923258 150.18135091545992 1128.7794786207378 404.23799353791401 0.38332667574286461 424.66052679321729 3808.2424759331625 130.74377741711214 1236.9775155181997 1937.1980857239105 439.22157737286761 1198.6357219787315 1209.8998640244827 27.117962900083512 66.974402077961713 26.900052544660866 580.61325905402191 9.9269510200247151 31.20437887404114 130.08157215709798 1459.3287109434605 1142.3324455055408 618.38947654771619 1001.0755401235074 97.275567827280611 134.90855873003602 11.721271646209059 leaf_count=44012 5203 23290 21723 30922 14217 21275 29979 4 17773 126285 4645 40894 52526 16542 69149 34053 1161 2762 1802 14558 836 2008 17559 116301 90065 37398 63611 5167 4758 702 internal_value=0 0.000446398 0.000785664 -0.000668005 -0.000831627 0.000345302 -0.000747807 -0.00093798 -0.00079513 -0.000167633 0.000631318 -0.000162028 0.00109888 0.000194756 -0.000949821 0.00215872 0.000670405 0.0010134 0.000607342 0.000912291 -0.000885045 -0.00420953 -0.000954251 -0.00141308 -0.000632349 -0.000544914 -5.97158e-05 0.0011062 0.00488863 0.00813765 internal_weight=0 12314.4 7931.85 8398.38 7661.32 6005.71 7511.13 6623.03 6218.79 4382.54 4872.92 1806.94 3065.98 1676.2 5794.13 1926.14 888.104 829.781 762.807 735.907 1132.79 58.3223 5793.75 2731.74 1272.41 3062.01 1863.37 862.295 243.905 146.63 internal_count=911180 386081 236506 525099 494177 180730 479960 452466 422487 149575 135882 62081 73801 57436 404714 55776 27494 24325 21563 19761 44848 3169 404710 223925 107624 180785 111636 48025 10627 5460 is_linear=0 shrinkage=0.01 Tree=483 num_leaves=31 num_cat=0 split_feature=4 5 1 1 1 1 1 0 1 3 1 5 3 5 4 1 1 5 5 6 4 4 1 1 5 5 4 4 1 4 split_gain=73.4925 40.6452 33.0587 28.0057 37.2229 25.6188 22.5535 33.0903 16.2222 15.065 15.6159 18.5257 14.7596 14.5943 19.3326 13.1767 13.575 19.6414 13.2698 12.8939 12.7766 13.0465 16.8833 46.793 12.4071 12.401 12.1795 12.0968 12.0802 11.8211 threshold=2.5000000000000004 3.5000000000000004 0.040202020202020204 0.49844720496894418 0.51630627437079057 0.25092592592592594 0.13712060166532367 1.0000000180025095e-35 0.066767983789260368 29.500000000000004 0.98936170212765973 1.0000000180025095e-35 25.500000000000004 1.0000000180025095e-35 1.5000000000000002 0.31296641791044782 0.35737937559129612 7.5000000000000009 1351.5000000000002 300.50000000000006 5.5000000000000009 7.5000000000000009 0.69789381307591059 0.69282051282051293 303.50000000000006 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 0.10022831050228312 5.5000000000000009 decision_type=10 2 2 2 2 2 2 2 2 8 2 2 8 2 8 2 2 2 2 8 10 10 2 2 2 2 10 10 2 10 left_child=1 3 24 6 13 29 7 -1 -4 -6 11 -11 -9 14 -5 -7 17 -17 -19 -10 26 22 23 -22 -3 -8 -18 -13 -14 -2 right_child=5 2 8 4 9 15 25 12 19 10 -12 27 28 -15 -16 16 20 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0016757446880662575 -0.0010981458413616887 0.0017343170006673607 -0.0033307686343669713 -2.6034312794361242e-05 -0.00042021461462034829 -0.0056236721845803316 -0.00021066252727928428 -0.0023711506617878526 0.056617873342802591 0.0010779460802844538 0.0023476714936117716 -0.00050616338914446406 4.3630981769088885e-05 0.0029034091931642021 0.0036057223989507544 0.0034496462369942699 -0.0020099492739579171 -0.0046309352178186772 0.063223316734381613 -0.0005402244128624691 0.0048536316957165284 -0.0048704154948983041 -0.0012425293659135009 0.071797817726721155 -0.005304066628837454 -0.0018479495952644592 -0.0044896843647693301 -0.0048390002631121375 0.010208426809980365 0.0016700792717151761 leaf_weight=1657.3337336303666 665.7324572505895 786.98400299646892 214.95897829090245 481.68419160507619 1203.9481793676969 136.93187271663919 1994.5194401461631 276.90789093123749 0.39469074085354805 1019.4476285493001 598.20623510796577 247.70594868948683 1764.7867716830224 1195.9883867315948 210.68323859293014 88.237537968205288 383.43808995955624 52.563767227577046 0.2897988052573045 6220.6858430304565 41.116700322832912 44.969562500482425 81.322287337621674 1.071337719913571 25.868539967341349 602.29695002362132 409.70975942653604 87.090497919358313 11.769615171477197 200.78504172572866 leaf_count=40089 44316 19065 20905 12790 40014 19176 68076 15199 4 32575 13825 8126 45400 33353 7961 3246 34491 7007 23 364139 1087 2444 2227 10 1699 24761 34403 3471 295 11003 internal_value=0 0.000195054 -0.000389925 0.000568585 0.00112397 -0.00177586 0.000124396 0.000624617 -0.000629921 0.000459566 0.00100207 0.000407681 -0.00022374 0.00223452 0.00107909 -0.00269794 -0.00233464 0.000561984 -0.00425889 -0.000536598 -0.00275963 -0.00025867 0.00142045 0.00655364 0.00151032 -0.000590409 -0.00329089 -0.00163326 0.000110972 -0.000456707 internal_weight=0 18601.3 7248.89 11352.4 5044.75 2106.17 6307.61 3710.8 6436.04 3156.4 1952.45 1354.24 2053.46 1888.36 692.367 1239.65 1102.72 141.091 52.8536 6221.08 961.628 168.48 123.51 42.188 812.853 2596.82 793.148 334.796 1776.56 866.517 internal_count=911180 751747 405812 345935 152115 159433 193820 100983 385048 98011 57997 44172 60894 54104 20751 104114 84938 10276 7030 364143 74662 5768 3324 1097 20764 92837 68894 11597 45695 55319 is_linear=0 shrinkage=0.01 Tree=484 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 9 10 9 10 9 10 10 10 9 10 10 9 9 3 1 9 9 2 9 9 9 3 9 2 9 split_gain=3851.27 2008.06 299.508 157.883 94.3616 56.6347 56.5509 38.4528 37.3751 22.3766 21.7942 20.3411 20.2095 16.0099 15.9444 14.6388 14.2184 13.1439 21.2838 14.1556 12.992 17.57 12.951 22.7965 13.6253 11.0624 12.7672 10.8312 10.6083 10.4563 threshold=0.00099748477805400022 0.99977076053619396 9.6955882327165472e-06 0.78322452306747448 3.4350000000000005 5.5250000000000012 0.99998754262924205 8.2700000000000014 0.00012842786236425005 8.2000000000000011 0.068259380757808671 8.8294510192099562e-07 0.98755538463592529 3.3950000000000005 0.036334333941340412 0.97252115607261669 4.8650000000000011 5.2250000000000005 28.500000000000004 0.98936170212765973 2.9750000000000005 5.0750000000000011 0.22271825396825398 8.8850000000000016 5.245000000000001 4.8650000000000011 28.500000000000004 7.5550000000000006 0.29429808733309276 3.9350000000000005 decision_type=2 2 2 2 10 10 2 8 2 10 2 2 2 8 2 2 10 10 8 2 10 10 2 10 10 10 10 8 2 10 left_child=2 3 11 4 14 8 27 9 -4 12 17 -1 16 -10 -2 -9 -5 18 28 -20 -14 29 23 24 -19 26 -12 -3 -6 -22 right_child=1 6 5 7 10 -7 -8 15 13 -11 25 -13 20 -15 -16 -17 -18 22 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0097120819091935824 -0.0022522615745308289 0.0056309439540915811 -0.006432570960489872 0.00067085267867727605 -0.0066265694803955616 -0.00072404738933163617 0.010110559141968073 0.0030335280012635381 -0.0055374646928395043 -0.0085930424929571321 -0.0018414634465120185 -0.00804149619176317 0.0057901789884618185 -0.0028871235446823328 -0.00080499964345620741 0.0074741573344523403 0.0023867414684998192 0.0146478054848561 -0.00019196292614064419 0.0052388678134611087 0.0031835344116380583 0.0039197587818289763 0.0015699381179984629 0.017325713480026591 -0.002641035634560307 0.0017832220891912899 0.0010301421699833275 0.008726824102504251 -0.0019748896784445658 -0.00018398927404331426 leaf_weight=2041.4306497666985 1333.6452647242695 375.38361447677016 1022.0513393715955 880.57863956317306 63.604178344830871 350.13122661295347 2750.6246069893241 118.39103676378727 336.41747840493917 19.216578848659992 189.90534978359938 1133.5614002626389 175.3446048181504 706.71685665985569 1773.5275978930295 199.0482136728242 1069.3651069626212 4.6891841245815149 1087.2575199231505 50.211499003693461 154.07913964241743 587.37349470332265 730.32050338946283 6.2269357647746792 163.47163098584861 1936.033058796078 838.19185137748718 161.68072648812085 213.896673691459 229.61212819069624 leaf_count=365205 11342 6851 85089 5260 1188 23060 115548 1831 8273 310 1302 149650 3353 36236 9241 6030 5174 83 23685 697 1471 4810 13257 45 1869 11750 5282 6440 5486 1362 internal_value=0 0.002618 -0.0070968 0.000695809 -4.33135e-05 -0.00444298 0.00953103 0.00250238 -0.00507349 0.00216455 0.000769892 -0.00911564 0.00223132 -0.00374188 -0.00142619 0.005818 0.00161186 4.39002e-05 -0.000558006 4.77712e-05 0.00328496 0.00283259 0.000985286 -0.00146319 -0.00215893 0.00133804 0.000499712 0.00656294 -0.00304107 0.00116831 internal_weight=0 15111.7 5590.31 11824 8390.98 2415.32 3287.69 3433.01 2065.19 3115.57 5283.81 3174.99 3096.35 1043.13 3107.17 317.439 1949.94 2319.68 1414.97 1137.47 1146.41 971.065 904.708 174.388 168.161 2964.13 1028.1 537.064 277.501 383.691 internal_count=911180 243667 667513 114828 85227 152658 128839 29601 129598 21740 64644 514855 21430 44509 20583 7861 10434 46310 31056 24382 10996 7643 15254 1997 1952 18334 6584 13291 6674 2833 is_linear=0 shrinkage=0.01 Tree=485 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 9 10 10 9 0 10 10 10 9 10 5 9 9 9 5 9 4 9 9 9 9 3 5 9 9 split_gain=3797.2 2033.38 246.84 165.876 84.6352 57.5425 56.9061 48.9799 36.35 26.3404 25.9564 24.9637 20.4876 20.372 19.1244 17.1676 20.5573 18.9816 16.978 15.5261 25.2343 22.9253 23.048 15.4931 22.6507 21.5332 14.3168 14.2996 13.7761 13.4596 threshold=0.0006371206545736001 0.99977076053619396 9.6955882327165472e-06 0.51461192965507518 4.8650000000000011 5.5250000000000012 0.99998754262924205 0.98755538463592529 2.9750000000000005 1.0000000180025095e-35 0.0089773964136838514 7.0975467679090811e-05 8.8294510192099562e-07 4.8650000000000011 0.068259380757808671 361.50000000000006 5.0750000000000011 4.4150000000000009 4.8950000000000005 6.5000000000000009 5.7650000000000006 4.5000000000000009 7.6450000000000005 2.5450000000000004 2.5750000000000006 2.4350000000000005 25.500000000000004 1.5000000000000002 5.1450000000000005 3.3250000000000006 decision_type=2 2 2 2 10 10 2 2 10 2 2 2 2 8 2 2 10 10 8 2 10 10 10 8 8 10 8 2 8 8 left_child=2 3 12 4 10 11 -3 13 -9 14 -2 -4 -1 -5 -6 16 -10 -17 -15 20 26 22 -21 25 -25 -12 28 -7 -20 -13 right_child=1 6 5 7 9 27 -8 8 15 -11 23 29 -14 18 -16 17 -18 -19 19 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0097077060517497312 -0.0024020353876361544 0.0065344313118121874 -0.0067409739896846146 0.0005750871575266617 0.00065648269200857632 -0.00405164050077604 0.010104353775601876 0.0067641352655910545 0.0011549704617789692 -0.00085648724165233732 -0.0015729244691652297 -0.0060526930929060254 -0.0080240164637270621 0.0067519934374214805 0.0024627220832541858 0.0093734211874225998 0.004120817027285748 -0.01181897454725913 5.1724680943082748e-06 0.0027869507523213852 -0.0018570887453635946 -0.006239266806895875 0.0083635475467570015 0.0061620941821986233 -0.00055315723738426663 -0.008048883673970492 0.0014587948843610161 0.00065809940132055002 0.0071213658135731283 -0.0036024058135116295 leaf_weight=2022.0245661365334 1274.8407824682072 534.02988292556256 770.9026867642533 1492.8713730946183 1317.923606495373 91.185756219550967 2724.9194925064221 302.35090723633766 374.62123825773597 618.92682621721178 372.83994718641043 326.07529977709055 1124.714856534265 76.461894385516644 1055.7791308648884 5.8044329136610058 621.2987671457231 15.546011149883268 38.601923048496246 546.10257337987423 213.46724138781428 24.897278822958469 85.750469997525215 51.206807516515255 2631.2740395441651 59.545590899884701 826.48572757840157 220.00231267744675 92.132291231304407 717.4089856906794 leaf_count=365205 22092 13291 68550 8206 29995 4323 115548 8228 2787 6952 1733 8906 149650 351 7434 33 5395 70 172 2757 1209 143 439 237 19596 291 5684 17475 612 43816 internal_value=0 0.00250841 -0.00732758 0.000619914 -0.000315987 -0.00469489 0.00951937 0.00208484 0.00371981 0.000980804 -0.00120006 -0.00537629 -0.00910592 0.00144966 0.00145986 0.00281499 0.0030052 -0.00605751 0.00213542 0.00194226 0.00125187 0.00317289 0.00354377 -0.000708118 -0.000424967 -0.00246476 0.0019452 -0.00072197 0.00502017 -0.00436809 internal_weight=0 15357.7 5272.31 12098.7 7382.34 2125.58 3258.95 4716.39 1319.62 2992.63 4389.71 1814.39 3146.74 3396.77 2373.7 1017.27 995.92 21.3504 1903.9 1827.44 1170.69 656.75 631.853 3114.87 2682.48 432.386 957.22 311.188 130.734 1043.48 internal_count=911180 253255 657925 124416 88330 143070 128839 36086 16513 44381 43949 121272 514855 19573 37429 8285 8182 103 11367 11016 7677 3339 3196 21857 19833 2024 6468 21798 784 52722 is_linear=0 shrinkage=0.01 Tree=486 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 4 0 2 1 1 2 1 1 1 2 2 1 1 4 1 1 1 0 2 4 1 split_gain=3743.82 2016.5 247.154 162.903 57.2752 44.6053 40.9424 30.0803 20.6344 14.5279 14.2593 11.267 10.735 10.3067 9.95276 8.03269 7.31457 6.68802 9.25525 9.50526 8.49855 9.90446 8.29981 7.70301 9.01736 7.48286 10.7625 8.02842 7.35942 13.2553 threshold=0.0006371206545736001 0.99977076053619396 9.6955882327165472e-06 0.65440738201141369 0.99998754262924205 0.015218299813568552 0.98755538463592529 0.00014260681928130004 8.8294510192099562e-07 2.5000000000000004 1.0000000180025095e-35 0.86391694725028068 0.36014705882352943 0.41476388168137007 0.8185736677115989 0.33460559796437661 0.34556677890011228 0.54182569974554717 0.73368794326241138 0.66349106014087067 0.82683658170914553 0.86715686274509818 3.5000000000000004 0.48130677847658981 0.46446608946608953 0.75110619469026563 1.0000000180025095e-35 0.21498599439775909 3.5000000000000004 0.22271825396825398 decision_type=2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 10 2 left_child=2 3 8 5 -3 15 11 14 -1 -8 13 17 -11 -7 -4 -2 -17 18 19 23 25 -22 -21 24 -5 -19 27 -27 -20 -30 right_child=1 4 7 6 -6 10 9 -9 -10 12 -12 -13 -14 -15 -16 16 -18 20 28 22 21 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.0097033048267104564 -0.00069426457171368756 0.0065055347212119845 -0.0060405795613616255 0.0012381988260563687 0.010098160598852777 0.0010924957566159847 0.0040797740497978399 -0.0032481440933468586 -0.0080064503526675462 0.0031601893757809757 -0.00052570465842201948 0.0031259746037678822 -0.0021077950860369176 6.4646770720709547e-05 -0.003510445253250062 -0.0099335947325685792 -0.0017481715450357715 0.00014477885660180213 -0.00058735131781002565 0.004101144650206872 0.0081627830671497648 0.0013742254986758762 -0.0053709756453302971 0.0028011931930827837 -0.0043880580051737375 -0.0031913737365988279 0.0067243346095968142 -0.013163454099282743 -0.0019131702384764691 0.013672961765240908 leaf_weight=2002.8085720546078 1193.3418646315113 531.05290475208312 1059.336804071907 749.71271050162613 2699.4523656079546 2113.5796898603439 1158.9643992716447 874.69788714405149 1115.9546040322166 87.739022774621844 1508.9881269410253 389.48269541934133 69.184486541897058 1811.9138588756323 182.21642758627422 11.004293663427232 1377.4150280486792 452.3738911356777 239.90581674873829 240.01118625700474 24.023864645510912 203.92405735887587 9.6215196475386602 355.22252559289336 29.611724384129047 25.611808493733406 7.5917651653289786 11.789888501167296 11.518608473241331 10.367815479636191 leaf_count=365205 22807 13291 89436 4485 115548 15732 15078 38614 149650 729 8720 2219 706 14471 15020 318 29472 2579 1236 1260 115 1430 49 2538 140 126 42 58 57 49 internal_value=0 0.00248897 -0.00730629 0.000614017 0.00950758 -0.000213671 0.00224156 -0.00466855 -0.00909614 0.00369314 0.000300476 0.00154968 0.000837639 0.000618065 -0.00566924 -0.00129592 -0.00181305 0.00129078 0.00164332 0.00196943 0.000490753 0.00208968 0.00373606 0.00158072 0.00102442 -0.000242052 -0.00413133 -0.00633481 -8.09318e-05 0.00547013 internal_weight=0 15323.4 5235.01 12092.9 3230.51 8016.24 4076.66 2116.25 3118.76 1315.89 5434.48 2760.77 156.924 3925.49 1241.55 2581.76 1388.42 2371.29 1645.97 1384.18 725.315 227.948 249.633 1134.55 779.324 497.367 44.9935 37.4017 261.792 21.8864 internal_count=911180 253255 657925 124416 128839 91520 32896 143070 514855 16513 38923 16383 1435 30203 104456 52597 29790 14164 9814 8472 4350 1545 1309 7163 4625 2805 226 184 1342 106 is_linear=0 shrinkage=0.01 Tree=487 num_leaves=31 num_cat=0 split_feature=4 5 3 3 1 7 3 1 1 5 1 5 1 4 4 4 4 3 4 5 4 5 5 1 5 5 5 0 1 0 split_gain=70.3495 37.6186 26.231 25.2883 24.661 17.2294 16.5076 16.1709 20.949 17.3794 15.8784 15.8448 15.7367 12.8633 17.472 17.0768 14.1276 12.7828 13.7687 12.6622 11.4378 17.7626 17.6375 88.1347 18.2529 15.5336 11.1575 11.2696 11.0783 35.5905 threshold=2.5000000000000004 53.500000000000007 29.500000000000004 28.500000000000004 0.25092592592592594 1.0000000180025095e-35 42.000000000000007 0.52193151212004629 0.48581488933601619 50.500000000000007 0.98936170212765973 1.0000000180025095e-35 0.90508365508365518 3.5000000000000004 4.5000000000000009 7.5000000000000009 6.5000000000000009 17.500000000000004 1.5000000000000002 70.500000000000014 5.5000000000000009 48.500000000000007 212.50000000000003 0.21889880952380952 26.500000000000004 12.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.012270400481782552 1.0000000180025095e-35 decision_type=10 2 8 10 2 2 10 2 2 2 2 2 2 10 10 10 8 10 10 2 10 2 2 2 2 2 2 2 2 2 left_child=1 2 5 12 20 7 10 8 9 -1 28 -9 19 -6 -15 16 -16 18 -10 -3 22 -22 24 -24 25 -2 -19 -28 -4 -30 right_child=4 3 6 -5 13 -7 -8 11 17 -11 -12 -13 -14 14 15 -17 -18 26 -20 -21 21 -23 23 -25 -26 -27 27 -29 29 -31 leaf_value=-0.00021123359623469504 -0.0014471370801124586 -0.0024769197458969811 0.0011402161686454781 -0.0014869707229165632 -0.0014146537697293227 0.010351649909649374 0.014374220503243067 4.0320702547146442e-05 0.00084935878497013624 0.0072420726545040642 0.0020455356605460786 -0.0018479970753640333 -0.016984227687912311 -0.0046127398602915553 -0.00059052291658135065 -0.0060311385083715793 0.010544778719289643 -0.00091906711505104842 0.0072878564493498868 0.0010124191405253393 0.0027920020981450906 -0.0062244208377393194 -0.0055239888518603935 0.026203703940921353 -0.0056442195455547331 0.0036237488110868721 -4.3694579673876613e-05 0.0032941168730602956 -0.00010207223666575104 0.0016389106727066321 leaf_weight=3446.5047808371019 460.15217525046319 118.69544616644271 2504.1015283227898 1988.3172411653213 494.80031581548974 15.653865655884145 8.8443350549787265 845.44408623082563 58.843315296340734 31.571573675842956 808.86406954983249 936.66988346748985 5.1280881399288765 481.77228214149363 175.93843187368475 59.110869700089097 12.182621303712947 191.20040461001918 76.258165966719389 839.83876063930802 173.53069127048366 24.996674472698942 25.263419730355963 13.398744048783554 90.357386054471135 69.538604706991464 166.03806811966933 258.85756040830165 4518.4041854143143 1586.4959846572019 leaf_count=150915 21007 8560 54376 133356 43593 1228 264 25808 2378 1382 19034 49274 237 48651 6203 5276 391 5594 3384 53193 4232 6771 3374 601 15352 3982 7272 7422 182665 45405 internal_value=0 0.000191771 0.000389361 -0.00084262 -0.001748 -0.000125889 0.00071879 -0.000153173 0.000183504 -0.000143578 0.000705967 -0.000952169 0.000486865 -0.00265908 -0.00350372 -0.00134262 0.000130593 0.00169791 0.00448358 0.000580334 -0.00044732 0.00165674 -0.00108146 0.00547155 -0.00149006 -0.000781424 0.00108705 0.00198979 0.000580107 0.000350361 internal_weight=0 18405.7 15453.8 2951.98 2081.04 6027.04 9426.71 6011.39 4229.27 3478.08 9417.87 1782.11 963.662 1223.8 729.004 247.232 188.121 751.198 135.101 958.534 857.238 198.527 658.71 38.6622 620.048 529.691 616.096 424.896 8609 6104.9 internal_count=911180 751747 556401 195346 159433 254657 301744 253429 178347 152297 301480 75082 61990 104114 60521 11870 6594 26050 5762 61753 55319 11003 44316 3975 40341 24989 20288 14694 282446 228070 is_linear=0 shrinkage=0.01 Tree=488 num_leaves=31 num_cat=0 split_feature=9 9 9 5 9 4 9 9 5 2 2 5 4 5 5 5 9 4 9 5 5 2 2 4 9 5 9 9 5 2 split_gain=309.86 43.4925 36.606 64.4615 50.6309 32.7787 31.5359 30.0268 36.3682 28.2938 36.0657 28.1019 42.6521 24.5422 23.8067 43.2164 22.6733 21.9771 20.5226 18.1276 18.0967 17.6367 20.1808 17.585 16.5573 16.4126 18.8268 17.311 16.2942 16.2585 threshold=2.6250000000000004 2.5450000000000004 4.3750000000000009 107.50000000000001 5.4850000000000012 1.5000000000000002 7.5550000000000006 9.1600000000000019 17.500000000000004 0.16749174917491746 0.13453458306399482 7.5000000000000009 5.5000000000000009 35.500000000000007 73.500000000000014 90.500000000000014 4.7650000000000006 2.5000000000000004 4.8950000000000005 1.5000000000000002 212.50000000000003 0.36032786885245904 0.31838294448913923 2.5000000000000004 4.0850000000000009 28.500000000000004 4.5150000000000006 4.535000000000001 27.500000000000004 0.98004975124378124 decision_type=10 8 10 2 10 10 10 10 2 2 2 2 10 2 2 2 10 10 10 2 2 2 2 10 10 2 10 10 2 2 left_child=1 -1 20 4 5 13 29 21 11 10 -7 12 -9 16 23 -16 25 -8 28 -11 -2 22 -6 -12 -22 26 -4 -27 -18 -5 right_child=2 -3 3 6 7 9 17 8 -10 19 14 -13 -14 -15 15 -17 18 -19 -20 -21 24 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=0.0011230592307055528 -0.00014118879906997652 0.0031227982582475011 -0.00029760744624659824 -0.003938173844018995 -0.00014243459860020829 -0.00074998342134178391 0.0034465639586513191 -0.0072119413774022261 -0.0075357626562053918 -0.0019145367445626894 0.012864661142377738 0.0066560531557872593 0.011128101432548115 -0.0033717862365175602 0.01447127006889643 0.19605340177251102 0.0020959211965462499 -0.0093219453594457474 -0.00053275027274943319 -0.004124843682456838 0.0033009859891896067 0.0010148230775356318 -0.0050662527927902668 -0.0094794495181252918 -0.0038575860156258423 -0.0067066608561943243 -0.0038999293233731532 0.017873262204665851 -0.011211041258919916 0.0031539572289033214 leaf_weight=1832.3391307946295 5305.9374158920255 2675.8896850692108 234.96272588986903 1051.3397944851313 794.64922223147005 274.09013734571636 101.30371895618737 59.008997291326523 105.4891686255578 771.77713371487334 24.428619367070503 45.953279459616169 16.151418838184327 337.08822943014093 0.4038735858630379 0.19404301512986422 425.50826518377289 15.549076818628235 2696.6346166790463 714.6289234852884 257.90385266952217 2171.7428426279221 92.980361950816587 4.1156149615999302 36.937387310201302 4.4642329164780659 379.26142963464372 7.9994802370201796 9.4052150459028763 33.349555682390928 leaf_count=43495 136017 83067 8158 130102 22244 9942 3211 9980 28806 42314 579 2940 213 31720 45 33 13164 2643 118518 78445 8520 104399 8380 399 2827 279 18249 513 598 1380 internal_value=0 0.00231002 -0.000658667 -0.00101044 -0.000725094 -0.00128031 -0.00318838 0.000269259 -0.00324316 -0.00240929 0.000374553 0.000495672 -0.0032708 -0.00078695 0.0109511 0.0734005 -0.000555108 0.00174752 -0.000207643 -0.0029772 -7.19383e-06 0.000529418 -0.000658211 0.009643 0.00240417 -0.00229138 -0.00252191 0.00906926 0.00180815 -0.00372012 internal_weight=0 4508.23 15973.3 10372.5 9170.94 5884.96 1201.54 3285.98 226.603 1789.64 303.232 121.114 75.1604 4095.32 29.1422 0.597917 3758.24 116.853 3131.55 1486.41 5600.78 3059.37 887.63 28.5442 294.841 626.688 614.224 12.4637 434.913 1084.69 internal_count=911180 126562 784618 637254 499918 322956 137336 176962 41939 131757 10998 13133 10193 191199 1056 78 159479 5854 132280 120759 147364 135023 30624 978 11347 27199 26407 792 13762 131482 is_linear=0 shrinkage=0.01 Tree=489 num_leaves=31 num_cat=0 split_feature=9 9 9 5 9 9 9 5 5 5 1 2 1 1 9 2 9 9 9 5 1 9 9 3 9 5 9 9 9 3 split_gain=303.888 42.725 35.9284 63.4305 49.6729 31.0115 29.5418 35.9267 27.581 26.2675 22.2424 20.3781 19.1915 18.6889 18.3957 19.499 18.0385 20.7337 23.7584 17.7335 17.3206 28.8045 30.3911 47.07 23.2456 17.4173 33.0844 21.363 29.4495 16.7569 threshold=2.6250000000000004 2.5450000000000004 4.3750000000000009 107.50000000000001 5.4850000000000012 7.5550000000000006 9.1600000000000019 17.500000000000004 7.5000000000000009 25.500000000000004 0.63673020527859248 0.29429808733309276 0.42563724457552138 0.69282051282051293 5.4450000000000012 0.28629976580796251 4.7650000000000006 4.8950000000000005 4.8650000000000011 212.50000000000003 0.58374587458745886 5.535000000000001 5.5250000000000012 24.500000000000004 5.7950000000000008 26.500000000000004 6.0750000000000011 5.5750000000000011 5.5650000000000004 24.500000000000004 decision_type=10 8 10 2 10 10 10 2 2 2 2 2 2 2 8 2 10 10 10 2 2 10 8 10 10 2 10 10 10 10 left_child=1 -1 19 4 9 -5 10 8 -8 16 20 14 -7 -12 -11 -16 -4 18 -18 -2 25 22 -22 -24 -23 -6 27 28 -27 -20 right_child=2 -3 3 5 6 12 7 -9 -10 11 13 -13 -14 -15 15 -17 17 -19 29 -21 21 24 23 -25 -26 26 -28 -29 -30 -31 leaf_value=0.0011120316673455563 -0.00013978093795438606 0.0030945387448355179 -0.0023331497290312959 -0.003693200366304526 0.00021960843140682911 -0.0012531814948449418 -0.0032547570151297144 -0.0075103782808269119 0.0065888874641807163 0.00051525276169890426 -0.0048617682943164079 -0.0037748139887676343 0.0072380939942997971 -0.00034535380346159279 0.0078990494288691086 0.059888625532201714 -0.0010675363023516314 -0.0010376440332215144 -0.0038512667908153094 0.0023796932638358572 0.01015191749943084 -0.006371200231498432 0.09380613805694997 -0.0012930051582395849 0.0038211688781877363 -0.0021056976283901963 0.0041518689243500839 -0.0034512081452400829 0.013090723109664495 0.0037523646420270914 leaf_weight=1832.0062654688954 5305.7852788853925 2673.3357019154355 878.67657191562466 1081.6864364263602 1795.625514060026 75.733631712850183 74.779022364877164 104.79076167941093 45.957479876931757 82.188677732599899 115.71045153052546 593.93177295988426 41.041554311057553 440.08907598932274 2.2531633158214381 1.0611628969199958 290.45100803044625 3729.0406443884131 32.467419154010713 294.89322850038297 26.60965700540692 26.636012487113476 1.1228987136855715 0.9701103065162896 139.92191525455564 30.987428204156458 336.0345624065958 124.3333961351309 21.670872885733843 270.1048520039767 leaf_count=43495 136017 83067 39297 131482 74083 4850 10193 28806 2940 6705 10607 66379 1004 12607 226 18 12747 188379 1310 11347 843 1821 28 56 3857 3184 13704 13648 585 7895 internal_value=0 0.00228839 -0.000652452 -0.00100119 -0.000718296 -0.00316467 0.000266612 -0.0032262 0.000492155 -0.00126856 0.000524063 -0.00311772 0.00173114 -0.00128561 0.0014467 0.0245448 -0.00102698 -0.00076144 0.000975382 -7.12275e-06 0.000925761 0.00378561 0.0130378 0.0497277 0.0021912 0.000683881 0.00230886 -0.00119024 0.0041482 0.00293646 internal_weight=0 4505.34 15964.6 10363.9 9165.41 1198.46 3285.24 225.527 120.737 5880.18 3059.71 679.435 116.775 555.8 85.503 3.31433 5200.74 4322.06 593.023 5600.68 2503.91 195.261 28.7027 2.09301 166.558 2308.65 513.026 176.992 52.6583 302.572 internal_count=911180 126562 784618 637254 499918 137336 176962 41939 13133 322956 135023 73328 5854 23214 6949 244 249628 210331 21952 147364 111809 6605 927 84 5678 105204 31121 17417 3769 9205 is_linear=0 shrinkage=0.01 Tree=490 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 5 10 5 3 4 4 2 5 5 2 5 2 2 4 2 5 10 2 10 2 4 5 split_gain=3679.43 1994.3 246.894 160.263 57.7227 50.5434 31.7802 29.7673 21.678 20.7846 14.882 12.4492 11.9688 11.1186 10.7815 10.4408 10.1462 10.1141 16.6856 9.57026 17.9077 44.1376 70.7354 16.5499 17.6486 12.3831 9.41852 8.78109 9.91677 10.5595 threshold=0.0006371206545736001 0.99977076053619396 9.6955882327165472e-06 0.78322452306747448 0.99998754262924205 0.015218299813568552 0.98755538463592529 0.00014260681928130004 5.5000000000000009 8.8294510192099562e-07 361.50000000000006 18.500000000000004 3.5000000000000004 4.5000000000000009 0.30032679738562096 340.50000000000006 1.5000000000000002 0.8185736677115989 14.500000000000002 0.69576423128641873 0.77836257309941537 3.5000000000000004 0.74478940512375169 1051.5000000000002 5.4114738304633654e-05 0.75103305785123975 0.18897357583045957 0.49341991341991348 2.5000000000000004 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 8 8 10 2 2 2 2 2 2 2 8 2 2 2 2 2 2 10 2 left_child=2 3 9 5 -3 -2 11 15 26 -1 12 27 -8 -10 -15 17 -14 -4 -19 -17 21 23 -23 -21 25 -25 -7 -5 -29 -30 right_child=1 4 7 6 -6 8 10 -9 13 -11 -12 -13 16 14 -16 19 -18 18 -20 20 -22 22 -24 24 -26 -27 -28 28 29 -31 leaf_value=-0.0096977173324906459 -0.0012885962451719046 0.006469998712422576 -0.0061663365932832052 0.0016713028369137728 0.010091366785761297 -0.00052261852755608907 0.0040934432099662592 -0.0032272227254231461 0.001340379291871365 -0.0079854950403448182 -0.0037686929952788334 0.0014485333545307538 0.0035859630339159271 -0.010942837502155493 -3.5910413128998771e-05 -0.0039739502218083343 -0.0028704557607980435 -0.0060482421820086656 0.00025013570461957061 0.0079273897952028636 -0.0024452311926819459 -0.010066738075592387 0.3321189319541234 0.051737141338747079 -0.010137780763474744 0.17550601912288463 0.00043812642023229465 0.0075078381304849217 -0.012513260945303034 0.0049163521054621578 leaf_weight=1977.0678355542477 2578.3750549089164 527.15167841687799 1027.4205519338138 76.36901755258441 2666.9453681996092 2013.238675057888 1187.5811493201181 872.00742238061503 1960.3539634346962 1105.3199828697834 26.393702629953623 1928.4633539449424 50.074801743030548 14.352839995175598 24.590942924842238 19.581896348390732 47.360840033739805 107.0746286357753 69.273705143015832 3.3272639606147991 6.5249579064548016 0.12501942692324508 0.11689568730071187 0.16170614678412665 0.17908065160736442 0.16164000285789371 2069.0856376178563 84.780866641551256 5.3872439935803405 9.7971980571746808 leaf_count=365205 52597 13291 85822 441 115548 14663 15363 38614 16728 149650 155 12040 483 89 226 2866 512 7334 7050 441 838 21 20 23 18 23 10512 516 27 64 internal_value=0 0.00246682 -0.00728062 0.00060825 0.0094937 -0.000115294 0.00244242 -0.0046415 0.000382141 -0.00908373 0.00366433 0.00168109 0.003817 0.00123527 -0.00405569 -0.00564094 0.000447672 -0.00578658 -0.00357409 0.000168606 0.00782383 0.0242805 0.155281 0.0160055 0.0695017 0.113609 -3.56745e-05 0.00422443 0.0061749 -0.00126745 internal_weight=0 15270.3 5188.34 12076.2 3194.1 8660 3416.21 2105.95 6081.62 3082.39 1311.41 2104.8 1285.02 1999.3 38.9438 1233.95 97.4356 1203.77 176.348 30.1785 10.5966 4.07161 0.241915 3.82969 0.502427 0.323346 4082.32 176.334 99.9653 15.1844 internal_count=911180 253255 657925 124416 128839 94815 29601 143070 42218 514855 16513 13088 16358 17043 315 104456 995 100206 14384 4250 1384 546 41 505 64 46 25175 1048 607 91 is_linear=0 shrinkage=0.01 Tree=491 num_leaves=31 num_cat=0 split_feature=4 1 2 2 3 2 2 2 2 0 3 2 3 2 2 2 1 2 1 0 3 7 3 3 2 4 4 1 1 4 split_gain=67.2136 23.8824 18.7555 47.0199 35.4459 29.3436 26.4042 18.4967 16.9796 16.1612 15.4254 15.3229 18.3738 16.2192 18.4733 15.0125 17.285 13.8659 12.9209 12.3589 31.945 12.1519 13.5889 14.1614 11.8625 11.7585 12.3327 16.665 43.5329 11.7763 threshold=2.5000000000000004 0.25092592592592594 0.50155279503105599 0.4817045961624275 29.500000000000004 0.96784532671629464 0.25108695652173912 0.76103179753406891 0.54186137071651097 1.0000000180025095e-35 27.500000000000004 0.92890109890109895 27.500000000000004 0.87439320388349528 0.87577160493827166 0.68457101658255237 0.30735492577597845 0.64262062440870393 0.66751700680272119 1.0000000180025095e-35 17.500000000000004 1.0000000180025095e-35 11.500000000000002 5.5000000000000009 0.33477011494252878 5.5000000000000009 7.5000000000000009 0.69789381307591059 0.69282051282051293 3.5000000000000004 decision_type=10 2 2 2 8 2 2 2 2 2 10 2 8 2 2 2 2 2 2 2 10 2 10 10 2 10 10 2 2 10 left_child=2 7 3 4 21 8 9 -2 -4 -6 -9 12 -10 -14 -15 16 -3 25 24 20 -5 22 23 -1 -8 29 27 28 -27 -18 right_child=1 15 5 19 6 -7 18 10 11 -11 -12 -13 13 14 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.00020479821696995149 0.001296404549173461 0.059150831150180959 -0.0023191063391580329 0.0060747228553288115 0.0018293799122408563 0.0010769550660719646 0.0016464318218803729 -0.0046881714662009751 0.00086096386652501316 0.00039839813497212913 -0.00064557361903264685 -0.0023910751267286301 -0.0006391637184855691 0.0061649337565169854 0.00040957358564916663 -0.0057750830248777868 -0.001925793577899366 0.00072639435087879065 -0.0026377140955777608 0.0024279309692960488 0.00034122868014380614 0.010458581974513164 -0.00050210514006489076 -0.0038734418569771347 -0.00059348016680396654 0.0047896212549825151 -0.0048044876065408146 -0.0012997442580784499 0.067977922347009223 -0.0043885468833735394 leaf_weight=175.07369823777117 358.80360273597762 0.45867794891819258 449.97193418606184 108.58811148582026 1704.9461845317855 1563.1160488456953 312.18104995042086 127.16690837871283 1296.8460094006732 1469.4628107035533 366.18032859242521 335.11207255697809 4445.0269113695249 71.46961238887161 253.87755006621592 133.76943185715936 376.07337075308897 136.72477466939017 227.00168391945772 1227.4964776695706 924.75508399214596 9.6420134799554926 2508.3197524368297 263.70685199880973 974.46730787167326 40.794910494470969 44.048727086512372 80.349098365521058 1.1202344871126104 401.40295859100297 leaf_count=9104 11158 33 26945 5472 43987 37358 10396 18935 75111 39990 25226 26215 215302 2345 13684 19263 34510 10115 11837 34029 35488 842 101083 15055 47504 1087 2444 2227 10 34425 internal_value=0 -0.00171457 0.000187735 0.000482643 0.00010797 -0.000159396 0.000648737 -0.00043117 -0.000441426 0.00116697 -0.00168761 -0.000309458 -0.000194484 -0.000481412 0.00167386 -0.00261489 -0.00222382 -0.00224987 -0.000438085 0.00174956 0.000943729 -0.000749442 -0.000786111 -0.00240965 -5.00076e-05 -0.00268104 -0.000267697 0.00136679 0.00647841 -0.00319729 internal_weight=0 2066.89 18321.1 9905.64 7644.8 8415.42 4688.06 852.151 6852.3 3174.41 493.347 6402.33 6067.22 4770.37 325.347 1214.74 1080.97 1080.51 1513.65 2260.84 1033.34 2956.74 2947.1 438.781 1286.65 943.789 166.313 122.264 41.9151 777.476 internal_count=911180 159433 751747 354787 279798 396960 153714 55319 359602 83977 44161 332657 306442 231331 16029 104114 84851 84818 69737 74989 40960 126084 125242 24159 57900 74703 5768 3324 1097 68935 is_linear=0 shrinkage=0.01 Tree=492 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 5 5 2 3 5 3 5 2 5 2 5 2 2 5 5 10 5 2 2 5 3 split_gain=3625.22 1977.21 247.114 157.401 58.0812 46.6687 37.4786 29.558 20.9348 16.3263 14.6059 10.5872 10.6067 10.4158 17.1801 11.1341 11.1087 10.3477 10.0476 16.5119 9.3179 16.9951 18.8585 12.3724 15.1138 9.04472 8.87154 8.70545 11.9942 8.07332 threshold=0.0006371206545736001 0.99977076053619396 9.6955882327165472e-06 0.51461192965507518 0.99998754262924205 0.98755538463592529 0.011652591172605703 0.00014260681928130004 8.8294510192099562e-07 2.5000000000000004 361.50000000000006 0.8185736677115989 42.000000000000007 6.5000000000000009 23.500000000000004 497.50000000000006 0.49341991341991348 340.50000000000006 0.8185736677115989 14.500000000000002 0.69576423128641873 0.77836257309941537 353.50000000000006 1051.5000000000002 5.4114738304633654e-05 11.500000000000002 0.75103305785123975 0.82274865591397861 84.500000000000014 9.5000000000000018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 10 2 10 2 2 2 2 2 2 2 2 2 2 2 2 2 2 8 left_child=2 3 8 6 -3 13 11 17 -1 29 -7 12 -2 -5 16 -16 25 18 -4 -20 -19 22 -22 -24 26 -15 -25 28 -21 -8 right_child=1 4 7 5 -6 10 9 -9 -10 -11 -12 -13 -14 14 15 -17 -18 20 19 27 21 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0096930586757054144 -0.0016781352617105114 0.0064411484412806447 -0.0061399847536403622 0.0010299553016495115 0.010085235691218684 0.0037888134853649867 -0.0032720597274774246 -0.0032038830869641965 -0.0079670317562521645 0.00084843304473693486 -0.0037230354248509838 0.00017064983189074651 0.032314997222776635 0.0087008613404479934 0.001813261881843467 -0.0058553548367962583 0.0065165310427244966 -0.0039449945206570716 -0.0060237808667222663 0.07707847256224129 0.10625762143174519 -0.0024267426604671449 0.010727512229969234 0.047530334789167787 -0.010137945413966907 -0.0012222764250034077 0.14619990410943254 -9.2845846282975849e-05 -0.010109459991493083 -0.00021331583339709119 leaf_weight=1957.1054145346861 1936.7688876190223 524.18995208851993 1021.1180752157234 2292.9671307504177 2641.0237905457616 1281.4494499517605 88.962996456772089 869.35220856033266 1096.3609588770196 2094.0419308636338 26.417758733034134 376.4587111659348 0.9183436706662168 11.931883148849009 892.1223243586719 19.343674182891846 133.46441143006086 19.491231082472954 106.48642848758027 0.34402032289653917 0.25785396061837484 6.5094421843532473 3.3600681421812628 0.17349766357801844 0.19247323833405972 39.904907014220953 0.19192765560001135 68.650210232008249 0.29145810729824007 2873.1623945757747 leaf_count=365205 42073 13291 85822 14105 115548 16358 646 38614 149650 19765 155 7315 5 58 4441 107 664 2866 7334 38 37 838 443 24 19 198 23 6976 36 18526 internal_value=0 0.00244702 -0.00725825 0.000601931 0.00948174 0.00203245 -0.000309834 -0.00461458 -0.00907332 0.000172595 0.00363708 -0.00136389 -0.00166202 0.00141333 0.00221483 0.00165051 0.00499062 -0.00561403 -0.00575985 -0.0035515 0.000169321 0.00767434 0.0234203 0.0179685 0.0615792 0.00106185 0.0993533 0.000248193 0.0370903 -0.000305181 internal_weight=0 15233.1 5149.89 12067.9 3165.21 4697.6 7370.31 2096.42 3053.47 5056.17 1307.87 2314.15 1937.69 3389.73 1096.77 911.466 185.301 1227.07 1196.89 175.772 30.1765 10.6853 4.17582 3.91797 0.557899 51.8368 0.365425 69.2857 0.635478 2962.13 internal_count=911180 253255 657925 124416 128839 36086 88330 143070 514855 38937 16513 49393 42078 19573 5468 4548 920 104456 100206 14384 4250 1384 546 509 66 256 47 7050 74 19172 is_linear=0 shrinkage=0.01 Tree=493 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 9 9 10 10 10 10 10 10 4 4 9 9 9 9 9 9 1 9 4 9 9 4 4 1 9 split_gain=3574.14 1960.64 247.367 178.465 103.625 57.7789 42.5057 28.4415 27.5136 24.6154 21.0823 19.6891 19.0377 14.802 14.2312 14.1658 16.1715 22.4853 14.054 13.5822 13.2155 17.4169 12.6043 13.4065 13.3602 12.8458 12.2813 11.3868 11.3818 10.659 threshold=0.0006371206545736001 0.99989646673202526 9.6955882327165472e-06 0.8784809708595277 3.3950000000000005 5.5250000000000012 9.0500000000000025 0.99998754262924205 0.068259380757808671 7.0975467679090811e-05 8.8294510192099562e-07 0.99473056197166454 0.015218299813568552 3.5000000000000004 1.5000000000000002 4.8650000000000011 6.0250000000000012 6.3250000000000011 8.8850000000000016 3.3250000000000006 5.4750000000000005 0.85307609282245023 8.1200000000000028 2.5000000000000004 7.6450000000000005 6.7350000000000012 3.5000000000000004 4.5000000000000009 0.53361581920903967 3.6650000000000005 decision_type=2 2 2 2 10 10 8 2 2 2 2 2 2 10 10 10 10 10 10 8 10 2 10 10 10 10 10 8 2 10 left_child=2 3 10 4 12 9 11 -3 14 -4 -1 15 -2 -13 20 29 -17 -18 -16 -11 -6 -22 24 -24 25 -19 -27 -20 -14 -5 right_child=1 7 5 6 8 -7 -8 -9 -10 19 -12 13 28 -15 18 16 17 22 27 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.009688563676251781 -0.0025266766157688199 0.0070462186407973726 -0.0066529338340995583 0.0018000221487171233 -3.6953097646178649e-05 -0.00057948162611400522 0.0066015211677932029 0.010079066457595423 0.0013449067449603795 -0.0059780330981055001 -0.0079491769685357764 0.0038982158225367314 -0.00045872654521722132 -0.00074374210421730789 -0.0013546164291208241 0.0033076623757586597 -0.0040798016881678787 0.0056960783304387357 -0.007143576872773452 -0.0034979801691591506 0.0025005135543509217 -0.005927838714820304 0.0056203324013992155 -0.0072773641732293923 0.0096120438982306156 -0.0052710055231914429 0.0051193147500033977 0.016302899684242922 -0.0020330728039917464 -0.00059821755173258395 leaf_weight=1938.5263632193673 1084.821384370327 350.64883810188621 752.69611800438724 419.44169348105788 1313.136595451273 306.68390819337219 266.33371226489544 2616.3376044556499 3444.9956051036716 321.1692229276523 1087.8778456184082 906.54099388048053 1593.0911358892918 74.326120654121041 736.76441652188078 733.62363946437836 78.315187104046345 49.145865961909294 2.8043846599757645 706.78939462313429 401.92815200798213 26.110784845426679 12.293584879487751 23.398008435964584 30.918867193162441 31.566924057900906 17.785231940448284 7.9238594342023143 645.1829423867166 332.02115552127361 leaf_count=365205 10927 9783 68550 3561 28217 21798 8282 115548 20547 8906 149650 10481 8692 877 20423 3616 485 274 57 43816 5293 238 88 227 177 176 117 72 3567 1530 internal_value=0 0.00242801 -0.00723676 0.000659182 -2.56521e-05 -0.00458845 0.00278955 0.00972063 0.000766143 -0.00527892 -0.00906332 0.00241483 -0.00143947 0.00354647 -3.50239e-05 0.00177266 0.00256659 0.000333159 -0.00118916 -0.00427283 0.000460449 0.00198638 0.00242634 -0.00283489 0.00387732 0.00207717 -0.0015266 0.0101739 -0.000912532 0.0007404 internal_weight=0 15199.5 5113.74 12232.5 9256.76 2087.34 2975.71 2966.99 5933.66 1780.65 3026.4 2709.38 3323.1 980.867 2488.67 1728.51 977.047 243.424 747.493 1027.96 1741.18 428.039 165.108 35.6916 129.417 98.498 49.3522 10.7282 2238.27 751.463 internal_count=911180 253255 657925 127924 98033 143070 29891 125331 74847 121272 514855 21609 23186 11358 54300 10251 5160 1544 20552 52722 33748 5531 1059 315 744 567 293 129 12259 5091 is_linear=0 shrinkage=0.01 Tree=494 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 3 5 4 4 5 3 5 2 2 10 5 2 10 2 5 2 5 3 4 5 2 split_gain=3523.64 1944.84 247.617 175.317 63.0138 29.3058 28.6471 21.824 21.2299 16.8123 15.3851 16.0205 13.3195 23.5265 18.7025 18.6449 13.4505 12.9958 12.66 11.5565 21.6196 11.3063 10.3256 10.2964 10.0051 16.3435 9.50962 9.8757 19.9503 9.15687 threshold=0.0006371206545736001 0.99989646673202526 9.6955882327165472e-06 0.94052824378013633 0.049213243648409809 0.00014260681928130004 0.99998754262924205 0.99766892194747936 8.8294510192099562e-07 42.000000000000007 10.500000000000002 4.5000000000000009 1.5000000000000002 1.0000000180025095e-35 28.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.36417112299465243 0.0035319819580763002 309.50000000000006 0.6586800573888093 0.8784809708595277 0.30032679738562096 340.50000000000006 0.8185736677115989 14.500000000000002 19.500000000000004 2.5000000000000004 103.50000000000001 0.53629776021080378 decision_type=2 2 2 2 2 2 2 2 2 8 2 10 8 2 10 2 2 2 2 2 2 2 2 2 2 2 8 8 2 2 left_child=2 3 8 4 9 23 19 -5 -1 18 12 -12 13 21 -15 -14 -17 -18 -2 -3 -21 -6 -13 24 -4 -26 -9 -28 -29 -19 right_child=1 6 5 7 10 -7 -8 26 -10 -11 11 22 15 14 -16 16 17 29 -20 20 -22 -23 -24 -25 25 -27 27 28 -30 -31 leaf_value=-0.0096840417577158024 -0.0017735303685633766 0.0073599538522256059 -0.0060923475811561836 0.0023924002262283198 -0.00029893654503347476 -0.0031543419729458196 0.010072907093792912 0.0069030962639374084 -0.0079312354121094004 0.027621696357652718 0.0016864543660557731 -0.012068606840189318 0.00051402286078899612 -0.00073323929631860562 0.0021828528555578007 0.0021305797732187959 -0.0069215198026332057 0.00037922318287764503 -0.00055132142423460211 0.0063856791130157235 -0.022862446467713678 0.0025028831782430935 -0.00069878677462133557 0.00021849808199781627 -0.0059767862363285266 0.00028205328122022977 0.0043699904457292858 0.0022308961815046902 -0.01499462133105584 -0.003166834500770206 leaf_weight=1920.1294032153673 1267.4456630679779 336.69870136585087 1010.0064538971055 1579.0307748820633 1630.4263640753925 863.89140247367322 2591.8806066159159 128.51569662895054 1079.4775375809986 2.0596733866259447 1566.3261796049774 13.516302285715936 679.52884449437261 268.75461814552546 1210.7907762676477 64.593914039433002 63.865963257849216 108.91249389573932 2557.9139772700146 8.126105070114134 3.6680538058280936 157.98110259696841 19.526727136224508 30.034165055956692 105.38245855038986 69.063547719502822 609.34354257583618 71.176840474829078 7.4250526577234259 219.74852802976966 leaf_count=365205 32575 9647 85822 13049 8658 38614 115548 1783 149650 12 10619 77 4089 1507 6665 347 480 826 32891 106 30 1068 136 4250 7334 7050 10788 863 32 1459 internal_value=0 0.00240892 -0.00721513 0.000652895 6.18191e-05 -0.00456227 0.00971097 0.00307874 -0.00905325 -0.000940894 0.00070103 0.00154109 0.000395993 0.000720307 0.00165315 -0.000536435 -0.00209798 -0.00279383 -0.000956272 0.00701913 -0.00271066 -5.14345e-05 -0.00534963 -0.00556376 -0.00571038 -0.0034989 0.00440613 0.00393967 0.000603704 -0.00199173 internal_weight=0 15167.3 5077.98 12226.9 9831.39 2078.38 2940.37 2395.49 2999.61 3827.42 6003.97 1599.37 4404.6 3267.95 1479.55 1136.65 457.121 392.527 3825.36 348.493 11.7942 1788.41 33.043 1214.49 1184.45 174.446 816.461 687.945 78.6019 328.661 internal_count=911180 253255 657925 127924 101409 143070 125331 26515 514855 65478 35931 10832 25099 17898 8172 7201 3112 2765 65466 9783 136 9726 213 104456 100206 14384 13466 11683 895 2285 is_linear=0 shrinkage=0.01 Tree=495 num_leaves=31 num_cat=0 split_feature=9 9 9 5 9 9 0 9 5 5 5 1 1 1 9 9 9 1 5 9 5 1 9 9 1 9 5 9 9 9 split_gain=277.812 41.6761 30.888 59.9267 47.8928 29.5917 29.0805 26.8789 34.7834 26.426 24.8423 22.298 18.75 18.4377 18.2918 19.8012 22.7718 17.9226 17.3991 17.3461 49.8729 16.6758 28.153 28.7082 42.786 22.5674 17.6695 31.4956 20.6534 28.4123 threshold=2.6250000000000004 2.5450000000000004 4.3750000000000009 107.50000000000001 5.4850000000000012 7.5550000000000006 1.0000000180025095e-35 9.1600000000000019 17.500000000000004 7.5000000000000009 25.500000000000004 0.63673020527859248 0.71068484464172488 0.42563724457552138 4.7650000000000006 4.8950000000000005 4.8650000000000011 0.65017482517482528 212.50000000000003 8.2700000000000014 57.500000000000007 0.58374587458745886 5.535000000000001 5.5250000000000012 0.62470657276995312 5.7950000000000008 26.500000000000004 6.0750000000000011 5.5750000000000011 5.5650000000000004 decision_type=10 8 10 2 10 10 2 10 2 2 2 2 2 2 10 10 10 2 2 10 2 2 10 8 2 10 2 10 8 10 left_child=1 -1 18 4 10 -5 -3 11 9 -9 14 21 -12 -7 -4 16 -16 -13 -2 -19 -21 26 23 -23 -25 -24 -6 28 29 -28 right_child=2 6 3 5 7 13 -8 8 -10 -11 12 17 -14 -15 15 -17 -18 19 -20 20 -22 22 25 24 -26 -27 27 -29 -30 -31 leaf_value=0.0010375268527013553 -0.00015678673942871302 0.002228809020166771 -0.0023076657012577489 -0.003597018657208097 0.00023785101226447562 -0.0012056222778578341 0.0044261555107888862 -0.0031173754738663705 -0.0074008522611035557 0.0066407241596865268 -0.003585560808805593 -0.0091021685489680575 0.002045193450550686 0.0071709210484839072 -0.001019256082469499 -0.00098665635091009442 0.0029211621307507285 -0.0011625318511422913 0.002356726664595959 0.0012589708963966278 0.051014224136321971 0.010109474140278171 -0.0063230885881387037 0.005392850845865855 0.09493179309915234 0.0037993258421456047 -0.0020009933011640607 0.0041564215512764268 -0.0033412521235253348 0.013033866961479273 leaf_weight=1799.6473938794807 5238.780192065984 1686.6162446206436 867.45894517167471 1062.0399947892874 1773.5218541340437 74.809059856226668 936.83093651011586 72.76831115805544 100.79125661053695 44.861955443164334 602.84269383293577 27.820558803388849 65.570600251434371 40.50437447684817 287.46576991910115 3683.9924043209758 299.41895233443938 506.67448680638336 290.68153833341785 11.080586377065627 2.4622628293000153 26.100577314384285 26.193821955472231 1.1158008996862911 1.0229341657832263 138.38465760927647 30.522182185435668 332.98091642162763 122.02968159364536 21.369071891298518 leaf_count=43495 136017 47832 39297 131482 74083 4850 35235 10193 28806 2940 67045 3643 6283 1004 12747 188379 9205 19288 11347 258 25 843 1821 55 29 3857 3184 13704 13648 585 internal_value=0 0.00220951 -0.00062676 -0.000952405 -0.000676209 -0.00307462 0.00301348 0.000297906 -0.00308977 0.000604179 -0.00121969 0.000542816 -0.00303319 0.00173668 -0.000983779 -0.000714885 0.000991081 -0.0012822 -2.46524e-05 -0.000863994 0.0103051 0.000947214 0.00377108 0.0129957 0.0482184 0.00218827 0.000708446 0.00235494 -0.00109409 0.00419044 internal_weight=0 4423.09 15753.3 10223.8 9046.45 1177.35 2623.45 3239.7 218.422 117.63 5806.75 3021.28 668.413 115.313 5138.34 4270.88 586.885 548.038 5529.46 520.217 13.5428 2473.24 192.818 28.2393 2.13874 164.578 2280.42 506.902 173.921 51.8913 internal_count=911180 126562 784618 637254 499918 137336 83067 176962 41939 13133 322956 135023 73328 5854 249628 210331 21952 23214 147364 19571 283 111809 6605 927 84 5678 105204 31121 17417 3769 is_linear=0 shrinkage=0.01 Tree=496 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 5 3 5 2 5 2 3 10 2 5 2 3 5 5 2 2 10 2 2 10 5 split_gain=3469.93 1926.74 247.598 172.157 53.9366 30.4179 30.0978 28.8719 20.246 19.8556 14.2773 11.4158 20.9313 10.9064 17.6799 11.0925 16.3934 10.8439 11.7305 23.4143 10.6881 11.2743 23.8917 10.3038 9.87636 9.70193 10.1127 9.30287 9.01426 8.20608 threshold=0.0006371206545736001 0.99989646673202526 9.0361113507242425e-06 0.8784809708595277 0.026551560498774003 0.99473056197166454 0.00014260681928130004 0.99998754262924205 8.8294510192099562e-07 5.5000000000000009 42.000000000000007 309.50000000000006 0.6586800573888093 13.500000000000002 0.8185736677115989 1.5000000000000002 3.4846319977077662e-05 0.66349106014087067 1.5000000000000002 0.67574992574992587 29.500000000000004 14.500000000000002 33.500000000000007 0.58637267904509294 0.94754041967664271 0.13270235061645502 0.59103465595178317 0.92342186961021067 0.18897357583045957 956.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 10 2 2 2 2 10 2 2 2 2 2 2 2 2 2 left_child=2 3 8 4 10 -5 13 11 -1 28 17 -3 -13 -4 15 16 -15 -2 -19 20 -20 -22 -23 -11 27 -25 -27 -21 -6 -7 right_child=1 7 6 5 9 29 -8 -9 -10 23 -12 12 -14 14 -16 -17 -18 18 19 24 21 22 -24 25 -26 26 -28 -29 -30 -31 leaf_value=-0.0096790299569942968 -0.0015184831924213496 0.0073304745834843277 -0.0062553425662505496 0.0019614134422337331 -0.00045055173560594556 0.0041076009558690804 -0.0031331720059240013 0.010066438305666964 -0.0079436874148810874 0.00056810390738020963 0.030223007338012951 0.0063561628245461365 -0.022305911490764593 -0.010100631784472016 3.632047226743215e-05 -0.0053080703760731776 0.090790662584185625 -0.001577538902243348 0.00082861966879040744 -0.00048511193107783694 0.0025676421249475703 0.023885320040487698 0.0043345937980129017 0.00063391292560501195 0.0018634346340436064 0.011494254067501436 0.0025046017806713062 -0.0060705612442752358 0.00050516051519398258 -0.010005288457323711 leaf_weight=1899.5058715278283 2103.1690761647187 334.19187490828335 805.25837257318199 1856.0813509467989 1645.3241250086576 1104.3582834200934 861.42324682278559 2564.7679616799578 1040.6270959950052 935.79176507331431 1.4551626835018385 8.0862155649811012 3.7200364023447028 0.35187298175878723 77.629929453134537 354.04796725185588 0.29697418259456754 408.57411695178598 21.706500488333404 339.07494833273813 14.58630854450166 11.910885060206057 13.153030790388582 349.27874718792737 182.638207889162 12.737108092755077 712.87526381760836 32.694826715625823 2466.1844164840877 4.135489508509635 leaf_count=365205 38593 9647 56903 13202 11235 16668 38614 115548 146295 7182 9 106 30 45 8116 42722 25 6478 547 9333 329 134 368 3647 2353 82 4190 795 12758 21 internal_value=0 0.00238927 -0.00719191 0.000647115 -2.491e-05 0.00274421 -0.00456846 0.00970064 -0.00906482 0.000520962 -0.00109297 0.00698907 -0.00267498 -0.0055675 -0.0042863 -0.00523236 0.0360768 -0.00110754 -0.000263805 0.000607889 0.0064695 0.00955759 0.0136255 0.00133532 -4.08199e-05 0.00200326 0.0026624 -0.000976317 0.000122708 0.00405495 internal_weight=0 15126.5 5039.14 12215.7 9251.15 2964.58 2099.01 2910.77 2940.13 6122.19 3128.96 345.998 11.8063 1237.59 432.327 354.697 0.648847 3127.51 1024.34 615.765 61.3567 39.6502 25.0639 2010.68 554.408 1074.89 725.612 371.77 4111.51 1108.49 internal_count=911180 253255 657925 127924 98033 29891 146425 125331 511500 39094 58939 9783 136 107811 50908 42792 70 58930 20337 13859 1378 831 502 15101 12481 7919 4272 10128 23993 16689 is_linear=0 shrinkage=0.01 Tree=497 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 9 9 10 10 10 10 10 5 10 5 1 9 0 5 1 9 9 9 9 5 9 5 9 1 9 split_gain=3421.27 1933.37 217.61 175.057 106.263 54.0849 41.98 29.0629 28.4161 21.1945 20.6229 20.3873 19.4547 18.8114 17.057 19.537 33.762 16.575 23.8533 15.7235 13.9514 16.0294 22.0512 13.6679 13.3162 13.1713 12.5009 24.1985 51.3641 18.9311 threshold=0.00048551171494175006 0.99989646673202526 9.0361113507242425e-06 0.8784809708595277 3.3950000000000005 5.5950000000000006 9.0500000000000025 0.99998754262924205 0.068259380757808671 7.0975467679090811e-05 0.015218299813568552 8.8294510192099562e-07 152.50000000000003 0.99473056197166454 1.0000000180025095e-35 0.38307814674885665 8.2700000000000014 1.0000000180025095e-35 1.0000000180025095e-35 0.52404068423485917 4.8650000000000011 6.0250000000000012 6.3250000000000011 3.1750000000000003 2.5000000000000004 3.0850000000000004 37.500000000000007 6.6750000000000007 0.49844720496894418 6.8650000000000011 decision_type=2 2 2 2 10 10 8 2 2 2 2 2 2 2 2 2 10 2 2 2 10 10 10 10 2 10 2 10 2 10 left_child=2 3 11 4 10 9 13 -3 14 -4 -2 -1 -12 20 -6 -16 -17 -10 -19 -20 -5 -22 24 25 -23 -14 -7 -28 -29 -30 right_child=1 7 5 6 8 26 -8 -9 17 -11 12 -13 23 -15 15 16 -18 18 19 -21 21 22 -24 -25 -26 -27 27 28 29 -31 leaf_value=-0.0096744482082684515 -0.0025653372431940079 0.0069625596079312159 -0.0065903557454910942 0.00069653384079937071 -0.0011607096685765173 -0.0018694748526697214 0.0065377826065334465 0.010060294207111589 0.0017102914281849791 -0.0043291572410790978 -0.0011310329982961384 -0.0079257477732021329 0.0036445938255656781 0.0034616054838163901 0.0015656026139346147 -0.0008462305093179189 0.017595291580080732 -0.0014714914421583413 0.0028190034750929216 -0.0030650401738401053 0.0032495589388767928 -0.0074442717277993942 0.0023632431195548622 -0.004467472021981899 0.00097759928436103841 0.016977563069360775 -0.0026642230175591385 0.0039647009566839021 0.0726033541904927 0.027388042984388756 leaf_weight=1881.4916634047404 1157.4944985331967 343.85449215490371 777.01607763953507 749.50420212000608 914.61890245880932 185.11521727032959 262.63252355996519 2540.7911238139495 2632.0387808792293 888.53057574573904 2129.1681208945811 1032.5930055710487 80.713425435125828 972.66738387942314 876.32149600842968 771.63043949613348 10.056766144931315 447.61186686903238 313.91476328670979 53.096333302557468 732.07827252149582 47.053088501095772 164.55515310540795 19.040959939360619 31.238679401576519 8.1581295467913133 37.613999718101695 31.7338815566618 1.2069934518076468 3.9773783227428794 leaf_count=365205 12233 9783 72959 5091 16720 12115 8282 115548 16510 48303 11666 146295 411 11358 20181 22191 104 2189 1546 302 3616 322 1059 133 163 49 4420 2126 72 228 internal_value=0 0.00231867 -0.00733121 0.00059996 -6.69752e-05 -0.00472228 0.00272125 0.00969104 0.000730887 -0.00538406 -0.00148175 -0.0090548 -0.00092109 0.00234961 -6.43938e-05 0.000540375 -0.000608972 0.00132449 7.79838e-05 0.00196775 0.00172239 0.00251104 0.000284734 0.0032212 -0.00408392 0.00486852 -0.000477188 0.00298083 0.00873226 0.0379148 internal_weight=0 15258.2 4839.28 12373.6 9413.86 1925.19 2959.73 2884.65 6019.29 1665.55 3394.58 2914.08 2237.08 2697.1 2572.63 1658.01 781.687 3446.66 814.623 367.011 1724.43 974.925 242.847 107.913 78.2918 88.8716 259.647 74.5323 36.9183 5.18437 internal_count=911180 259457 651723 134126 104235 140223 29891 125331 79743 121262 24492 511500 12259 21609 59196 42476 22295 20547 4037 1848 10251 5160 1544 593 485 460 18961 6846 2426 300 is_linear=0 shrinkage=0.01 Tree=498 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 9 9 10 10 0 5 1 10 10 10 5 10 4 5 9 9 9 4 5 5 9 9 9 9 5 split_gain=3373.32 1917.47 217.872 171.91 104.179 53.5391 41.617 29.2683 27.9202 25.2267 26.1323 22.6905 21.1174 20.5288 20.2997 19.0585 18.5663 18.4704 20.8616 17.9323 17.606 14.9075 14.5725 18.3569 13.9731 13.6905 15.739 21.5895 13.3832 12.9689 threshold=0.00048551171494175006 0.99989646673202526 9.0361113507242425e-06 0.8784809708595277 3.3950000000000005 5.5950000000000006 9.0500000000000025 0.99998754262924205 0.011652591172605703 1.0000000180025095e-35 1.0000000180025095e-35 0.52404068423485917 7.0975467679090811e-05 8.8294510192099562e-07 0.015218299813568552 152.50000000000003 0.99473056197166454 1.5000000000000002 107.50000000000001 9.7700000000000014 4.1150000000000011 8.1200000000000028 3.5000000000000004 50.500000000000007 7.5000000000000009 4.8650000000000011 6.0250000000000012 6.3250000000000011 3.1750000000000003 2.5000000000000004 decision_type=2 2 2 2 10 10 8 2 2 2 2 2 2 2 2 2 2 10 2 10 10 10 10 2 2 10 10 10 10 2 left_child=2 3 13 4 14 12 16 -3 -6 17 19 -12 -4 -1 -2 -16 25 18 -10 20 -11 -19 -18 -24 -13 -5 -27 29 -17 -28 right_child=1 7 5 6 8 -7 -8 -9 9 10 11 24 -14 -15 15 28 22 21 -20 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31 leaf_value=-0.0096698384189518871 -0.0025439875984707861 0.00693537816595928 -0.0065660844864491646 0.00068978216719269546 -0.00050651741721909223 -0.00047282888202281319 0.0065102723550990952 0.010054158194303846 0.0022986301171217683 0.0017593668044857695 0.0023787425438208925 -0.0062313056439315499 -0.004303081707387974 -0.0079077211081892938 -0.0011196547542066625 0.0048127151743245977 0.0037871801657833695 0.00069905046247439775 -0.00067344388338044044 0.020020465844086247 -0.0026187210820823982 -0.0043247790850119401 0.00094913957004793788 -0.014771852554644908 0.0041218443745909003 0.0032200726295398669 -0.0073365391047138517 0.0023423943503442035 -0.0044335064775747239 0.00096815066829729292 leaf_weight=1863.6540896790102 1155.5461674882099 341.76063956879079 772.11402746569365 749.27319449931383 1412.6433617239818 259.53035719343461 261.11253599543124 2517.0373514313251 2212.519092861563 113.68228842318058 415.30942531302571 53.998372826725245 884.99348807381466 1024.6373838610016 2129.2965939417481 89.001551505178213 896.44016997329891 985.96761623583734 264.39485200121999 3.7980412095785132 478.33697532117367 62.829373717308044 65.468822764232755 8.3779221028089506 17.184864919632673 731.39755092561245 47.265515767037868 164.3605838380754 18.995197422802448 31.228167034685612 leaf_count=365205 12233 9783 72959 5091 44006 18961 8282 115548 15495 611 2544 392 48303 146295 11666 460 10481 10466 2798 20 2957 320 841 36 134 3616 322 1059 133 163 internal_value=0 0.00230025 -0.00731009 0.000594212 -6.63162e-05 -0.00469608 0.00269845 0.00968132 0.000723405 0.00110045 -0.000234976 0.00148464 -0.00535751 -0.00904472 -0.00146769 -0.000911795 0.00232897 0.0015104 0.00198138 -0.00163907 -0.00177802 0.000398092 0.00343544 -0.000834409 -0.00373188 0.00170607 0.00248767 0.00028192 0.00318643 -0.00403258 internal_weight=0 15227.2 4804.93 12368.4 9413.5 1916.64 2954.92 2858.8 6020.66 4608.02 1082.31 486.493 1657.11 2888.29 3392.84 2237.29 2693.81 3525.71 2476.91 595.817 592.019 1048.8 970.287 73.8467 71.1832 1723.53 974.252 242.854 107.997 78.4937 internal_count=911180 259457 651723 134126 104235 140223 29891 125331 79743 35737 6658 3070 121262 511500 24492 12259 21609 29079 18293 3588 3568 10786 11358 877 526 10251 5160 1544 593 485 is_linear=0 shrinkage=0.01 Tree=499 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 9 9 4 10 5 0 5 10 10 10 10 5 5 9 3 5 9 9 9 9 9 5 10 5 9 split_gain=3325.99 1901.65 218.123 168.886 104.423 53 41.8437 32.0111 29.4735 26.8985 26.0982 39.8332 23.7284 22.9777 21.039 20.6705 20.5605 19.9128 17.0527 16.7266 14.2052 16.9708 13.8763 25.0148 20.3099 21.979 18.3161 15.5021 15.0195 13.5623 threshold=0.00048551171494175006 0.99989646673202526 9.0361113507242425e-06 0.94052824378013633 3.3950000000000005 5.5950000000000006 8.8450000000000006 1.5000000000000002 0.99998754262924205 39.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 0.015218299813568552 0.015218299813568552 7.0975467679090811e-05 8.8294510192099562e-07 107.50000000000001 152.50000000000003 4.8650000000000011 28.500000000000004 385.50000000000006 6.1150000000000011 5.0750000000000011 3.9350000000000005 4.0550000000000006 4.0250000000000012 1.0000000180025095e-35 0.98755538463592529 762.50000000000011 6.8650000000000011 decision_type=2 2 2 2 10 10 8 10 2 2 2 2 2 2 2 2 2 2 10 10 2 10 10 10 10 8 2 2 2 10 left_child=2 3 15 4 13 14 22 10 -3 18 12 -12 -6 -2 -4 -1 -14 -15 -9 -13 21 -11 23 27 25 -25 -27 -5 -24 -23 right_child=1 8 5 6 7 -7 -8 9 -10 20 11 19 16 17 -16 -17 -18 -19 -20 -21 -22 29 28 24 -26 26 -28 -29 -30 -31 leaf_value=-0.0096652002300909867 -0.0025227834699061338 0.0069081713950642507 -0.0065417598349302945 0.001111077818778733 0.00018247393335471602 -0.00046831357972109577 0.0070457626006676082 -0.0025265121369457957 0.010048029724961067 0.0017832575882466867 -0.0018628205407301265 -0.002089208737857162 0.0024288923006597946 -0.0010101461883038254 -0.0042770652649589836 -0.0078896073655094108 -0.00046160731129795421 0.0032359493070449651 -0.00021511975738909656 0.0027357553990262464 -0.0034969708542725302 0.012043147847364178 0.0034782595377048971 -0.0026797469752361225 0.00064291004999563525 -0.037476873984644027 -0.0084098057850480173 0.0043909858157183601 -0.0095477228770804029 0.0019265013726637943 leaf_weight=1845.9914396326058 1153.61573916208 339.68596911802888 767.25956665305421 235.90882552787662 827.26228731032461 259.41290759155527 229.21725101582706 453.21039403788745 2493.5047187739983 271.9178961776197 596.54231500811875 86.247104247100651 2343.1083230786026 2259.1550768688321 881.49057477898896 1016.7594785431866 274.96487675979733 116.12381219491363 1079.3652907339856 430.38331529777497 40.152395400218666 32.247122044675052 1047.0384561046958 26.67194502055645 449.60175735503435 3.7931439280509931 5.0594359412789345 370.28019941598177 8.9273619651794416 22.495438702404499 leaf_count=365205 12233 9783 72959 1894 23793 18961 7736 6824 115548 7068 5232 856 15403 12965 48303 146295 2659 634 14509 3778 976 371 8261 174 2402 27 26 5955 40 310 internal_value=0 0.00228194 -0.00728888 0.000588518 1.83732e-05 -0.00466989 0.00298445 0.000774264 0.00967158 -0.000316445 0.00122873 -0.000102424 0.00165882 -0.00136491 -0.00533096 -0.00903457 0.00212532 -0.000802561 -0.00089864 0.00193027 0.00211602 0.00280595 0.00255091 0.00176015 6.77666e-05 -0.0072113 -0.0208644 0.00311455 0.00336814 0.0078859 internal_weight=0 15196.5 4770.91 12363.3 9986.79 1908.16 2376.5 6457.9 2833.19 1899.39 4558.51 1113.17 3445.34 3528.89 1648.75 2862.75 2618.07 2375.28 1532.58 516.63 366.813 326.66 2147.28 1091.32 485.126 35.5245 8.85258 606.189 1055.97 54.7426 internal_count=911180 259457 651723 134126 107611 140223 26515 81779 125331 30058 51721 9866 41855 25832 121262 511500 18062 13599 21333 4634 8725 7749 18779 10478 2629 227 53 7849 8301 681 is_linear=0 shrinkage=0.01 Tree=500 num_leaves=31 num_cat=0 split_feature=9 9 5 2 0 9 3 9 5 2 0 5 5 9 3 2 3 5 9 2 9 9 2 2 2 2 0 9 9 2 split_gain=257.57 42.4707 53.0298 34.4371 32.1051 31.8225 24.4951 25.5964 26.9724 23.933 80.2393 29.9485 23.6544 22.8908 20.6757 20.2777 22.7672 18.448 18.7112 18.4071 14.3468 25.2937 16.304 13.8361 19.0657 14.9414 23.9118 19.0587 30.2739 24.2445 threshold=2.0250000000000004 3.5950000000000002 53.500000000000007 0.97385509227614497 1.0000000180025095e-35 5.4850000000000012 28.500000000000004 5.2150000000000007 2.5000000000000004 0.16749174917491746 1.0000000180025095e-35 1.0000000180025095e-35 152.50000000000003 4.9750000000000005 27.500000000000004 0.24165739710789766 28.500000000000004 44.500000000000007 5.5750000000000011 0.99938118811881205 8.8300000000000018 7.5550000000000006 0.62542517006802734 0.36032786885245904 0.30810147299509005 0.68199436222692045 1.0000000180025095e-35 5.535000000000001 5.705000000000001 0.40078740157480325 decision_type=10 10 2 2 2 10 8 10 2 2 2 2 2 10 10 2 8 2 10 2 10 10 2 2 2 2 2 10 10 2 left_child=4 12 5 20 15 6 7 -3 -9 10 -8 -12 -2 -11 -14 -1 -17 23 -19 -5 21 -4 -23 24 -7 26 27 29 -29 -25 right_child=1 2 3 19 -6 17 9 8 -10 13 11 -13 14 -15 -16 16 -18 18 -20 -21 -22 22 -24 25 -26 -27 -28 28 -30 -31 leaf_value=-1.3016860535369449e-05 9.4537356327336797e-05 -0.002693512960029597 -0.0027582290771599478 0.0044703789821807826 0.0038378022820512361 -0.00033108921123573795 0.0033716554933286421 0.0022133411543154365 -0.0035247553085861524 -0.00027884169882091682 -0.0028485815785362395 0.0016031557304096529 0.0067462532362596011 -0.0017881841490213568 0.0013257852406522567 0.0046705596587585489 0.0017308176840458401 0.012491166242678183 0.0021473215316097265 -0.0027781527958278978 -0.0078878770595970267 0.0053379344973906607 -0.0034547922867122628 0.015531745891897075 -0.0052123362590628117 -8.3919460581048392e-05 -0.0028627616761728526 -0.002321098464253238 0.0028882645511932475 0.0031801525533824708 leaf_weight=480.05571857653558 4221.103795258794 1201.0616582930088 1805.5496244451497 110.40679789078422 1207.3842890057713 796.67391135916114 584.44861475820653 247.57098102336749 122.42984870960936 2272.3065775637515 531.11947424849495 211.21420932607725 95.653258874081075 1801.3898415637668 266.22657006513327 330.13678027596325 1304.1112892143428 23.323304868768901 69.896810964215547 51.317398796323687 50.580268312711269 65.292193300789222 31.149470977252349 23.501349482918158 88.953374342992902 1092.0465281312354 101.50235351081938 141.56726716482081 526.26225935318507 49.07826815568842 leaf_count=12230 92074 68763 202571 2956 44312 26278 11519 13277 11932 91490 15590 4950 2236 114653 7506 10458 37274 616 4787 2654 17755 3941 2430 494 7796 63843 7206 9755 16865 2969 internal_value=0 -0.000513994 -0.000826774 -0.0022642 0.00253683 -0.000519304 -0.000886067 -0.00198506 0.000314658 -0.000566357 0.000600122 -0.00158194 0.000304891 -0.000946273 0.00275854 0.0017939 0.00232468 0.000358509 0.00473531 0.00217032 -0.00263149 -0.00249171 0.00249799 0.000213805 -0.000821367 0.000687846 0.00168891 0.00231289 0.00178398 0.00717961 internal_weight=0 16581.6 11998.6 2114.3 3321.69 9884.35 6971.54 1571.06 370.001 5400.48 1326.78 742.334 4582.98 4073.7 361.88 2114.3 1634.25 2912.81 93.2201 161.724 1952.57 1901.99 96.4417 2819.59 885.627 1933.96 841.911 740.409 667.83 72.5796 internal_count=911180 806906 705090 232307 104274 472783 332174 93972 25209 238202 32059 20540 101816 206143 9742 59962 47732 140609 5403 5610 226697 208942 6371 135206 34074 101132 37289 30083 26620 3463 is_linear=0 shrinkage=0.01 Tree=501 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 9 9 10 10 0 5 10 5 10 4 10 4 5 9 5 5 10 5 2 9 9 5 9 5 10 split_gain=3275.65 1893.6 204.543 168.991 98.6438 50.4408 40.2272 29.7077 25.9605 22.6437 25.7038 21.4376 20.9609 20.8216 20.5139 18.9797 18.3184 18.1861 18.3766 20.4287 18.1787 18.1399 17.4744 22.3516 35.1186 17.0982 16.7162 16.4653 16.405 15.5565 threshold=0.00042608799412840006 0.99989646673202526 9.0361113507242425e-06 0.78322452306747448 3.4350000000000005 5.7250000000000005 8.2700000000000014 0.99998754262924205 0.0028879296733066002 1.0000000180025095e-35 1.0000000180025095e-35 0.99473056197166454 182.50000000000003 8.8294510192099562e-07 1.5000000000000002 7.0975467679090811e-05 3.5000000000000004 42.500000000000007 6.2350000000000012 296.50000000000006 107.50000000000001 0.0089773964136838514 37.500000000000007 0.34514106583072107 8.0200000000000014 8.2000000000000011 50.500000000000007 9.7700000000000014 230.50000000000003 0.97252115607261669 decision_type=2 2 2 2 10 10 8 2 2 2 2 2 2 2 10 2 10 2 10 2 2 2 2 2 10 10 2 10 2 2 left_child=2 3 13 4 12 15 11 -3 -6 14 27 25 21 -1 20 -4 -13 -16 -19 28 -10 -2 -7 24 -24 -5 -18 -11 -20 -8 right_child=1 7 5 6 8 22 29 -9 9 10 -12 16 -14 -15 17 -17 26 18 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0096600969602388554 -0.0028323575352255871 0.0068776549016389835 -0.0064582070861954957 0.0015925865569538223 -0.0011100455985066477 -0.0020194758079211802 0.0027372336269364211 0.010041642073163578 0.0020656530821573883 -0.0018144279800041874 0.0013523924258081435 0.0037089566627133137 0.0026121743649721568 -0.007869740456527061 -0.00054324872048297382 -0.0042854112270546366 0.00014006074941287638 0.0013851669912872094 0.0092013580102251434 -0.0081508122894396479 -0.00061856091580690523 -0.0011927763417289726 0.0092252066028887612 0.0025276048321658871 0.071270954660747524 -0.012545002939882173 -0.015106599611782654 0.01923070554814579 0.029582431765278319 0.0072832307330606364 leaf_weight=1826.3790641720407 964.36936321295798 337.32459368743002 780.16694378759712 2256.8720938637853 732.69894375931472 151.96079745469615 114.84578793495893 2467.496736782603 2313.9625498447567 619.53335164859891 501.94314138777554 881.56191986985505 117.66574263200164 1008.1503076183144 855.3745641047135 829.43839566269889 56.899152394384146 206.00468691624701 26.856041001155976 5.8499137852340928 283.18399237282574 2247.2216107845306 3.6070178223308167 58.293173503829166 1.2210687184706328 8.5871636271476728 8.231268569827078 3.7400762587785712 4.6302098911255589 218.47305952943861 leaf_count=365205 11180 9783 75221 12774 30254 9832 1831 115548 21087 4693 4028 10320 1224 146295 10546 46640 717 4390 261 74 4107 12242 299 5073 35 71 35 20 34 7361 internal_value=0 0.00223941 -0.00734224 0.000564505 -0.000172175 -0.00473078 0.00241023 0.00966112 0.000643719 0.000910253 -0.000331803 0.0020671 -0.00153323 -0.00902333 0.0012884 -0.00533855 0.00333086 0.000142961 0.00255508 0.00901012 0.00177298 -0.00168511 -0.000182427 0.00424016 0.0249172 0.001539 -0.00178683 -0.00168814 0.0121985 0.0057169 internal_weight=0 15233.3 4659.22 12428.5 8883.03 1824.69 3545.47 2804.82 5553.78 4821.08 1125.22 3212.15 3329.26 2834.53 3695.86 1609.61 946.692 1098.72 243.341 37.3362 2597.15 3211.59 215.082 63.1213 4.82809 2265.46 65.1304 623.273 31.4863 333.319 internal_count=911180 262580 648600 137249 104140 137100 33109 125331 79494 49240 8741 23917 24646 511500 40499 121861 11072 15305 4759 369 25194 23422 15239 5407 334 12845 752 4713 295 9192 is_linear=0 shrinkage=0.01 Tree=502 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 9 9 10 10 0 10 10 4 10 10 4 9 10 9 9 2 2 2 10 10 2 2 9 9 2 split_gain=3229.88 1877.79 204.785 165.905 96.7176 49.9182 39.8182 29.9125 25.441 22.172 21.1483 20.9636 20.0745 19.0576 18.9065 18.0151 16.6469 15.4727 14.0395 13.9924 15.4056 20.4602 21.8538 19.6116 15.8876 14.8375 18.5168 13.0679 13.8199 13.3273 threshold=0.00042608799412840006 0.99989646673202526 9.0361113507242425e-06 0.78322452306747448 3.4350000000000005 5.7250000000000005 8.2700000000000014 0.99998754262924205 0.0028879296733066002 1.0000000180025095e-35 0.99473056197166454 8.8294510192099562e-07 1.5000000000000002 0.015218299813568552 7.0975467679090811e-05 3.5000000000000004 8.2000000000000011 0.97252115607261669 4.8650000000000011 5.245000000000001 0.22271825396825398 0.83402203856749324 0.82274865591397861 0.094556797295808764 0.068259380757808671 0.40078740157480325 0.59943502824858774 9.0500000000000025 4.1150000000000011 0.78297101449275375 decision_type=2 2 2 2 10 10 8 2 2 2 2 2 10 2 2 10 10 2 10 10 2 2 2 2 2 2 2 8 10 2 left_child=2 3 11 4 13 14 10 -3 -6 12 16 -1 19 -2 -4 -12 18 -8 -5 25 24 22 -22 -24 -21 -10 -27 28 29 -11 right_child=1 7 5 6 8 -7 17 -9 9 27 15 -13 -14 -15 -16 -17 -18 -19 -20 20 21 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0096553961112473725 -0.002524993664335542 0.006850391080219646 -0.0064336466261039485 0.00070108954044342407 -0.0011000844961792655 -0.00018079390059033516 0.002715663003234098 0.010035523786383177 0.0025427087225343859 0.00098942507350053242 0.003681651096232811 -0.0078514419181317709 0.00014150143022295062 -0.00094955775675661426 -0.0042594856628933326 -0.0017689791719644782 -0.012312682387636827 0.0072576580823690328 0.0022876568688578896 -0.0050292425342157998 0.0042846100504426946 0.0013252877153808024 0.031775832683065344 0.0035762528800230525 0.0021858599872226657 -0.0012280570746086312 0.0014781328718343418 0.01565250282954268 -0.00094563732121419526 0.0088797108459038165 leaf_weight=1809.0822382464539 1202.162915953435 335.29065638966858 775.33804111392237 1009.7233871407807 731.94389310805127 215.04399745422415 114.60166343860328 2444.426660310477 557.45395885407925 192.7989846188575 879.23091129399836 1000.4336222419515 1098.8235425418243 2125.2408575750887 826.15845421561971 65.129651106894016 8.6613202542066556 217.05753811635077 1246.0016211755574 47.703890332952142 459.18776831775904 320.60026571899652 5.5464805252850038 4.4407400861382484 84.720219857990742 385.68265300616622 734.08634743839502 5.093597710132598 903.03262831456959 24.080905228853226 leaf_count=365205 13304 9783 75221 6458 30254 15239 1831 115548 4946 1267 10320 146295 15305 11342 46640 752 71 7361 6316 426 4472 2100 75 26 391 4776 7982 32 7281 161 internal_value=0 0.00222156 -0.00732122 0.000559109 -0.000170471 -0.00470462 0.00238957 0.00965133 0.00063711 0.000900734 0.00204862 -0.00901303 0.00127468 -0.00151875 -0.00531207 0.00330574 0.00152434 0.00568822 0.00157747 0.0017537 0.00274314 0.00327239 0.0046029 0.0192371 -0.000413277 0.00120967 0.000546038 -0.000328551 -0.000401236 0.00186551 internal_weight=0 15202.7 4626.06 12423 8882.6 1816.54 3540.41 2779.72 5555.2 4823.25 3208.75 2809.52 3698.25 3327.4 1601.5 944.361 2264.39 331.659 2255.73 2599.42 922.199 789.775 469.175 9.98722 132.424 1677.22 1119.77 1125.01 1119.91 216.88 internal_count=911180 262580 648600 137249 104140 137100 33109 125331 79494 49240 23917 511500 40499 24646 121861 11072 12845 9192 12774 25194 7490 6673 4573 101 817 17704 12758 8741 8709 1428 is_linear=0 shrinkage=0.01 Tree=503 num_leaves=31 num_cat=0 split_feature=4 5 1 8 5 7 4 4 4 4 5 1 5 4 5 4 5 5 5 1 1 1 1 0 5 1 1 1 5 5 split_gain=59.7934 29.7076 22.3418 15.2308 13.2887 13.0784 12.5684 14.4175 15.5783 13.9927 11.7931 82.0331 24.5932 15.0487 15.257 9.50838 9.25442 8.04857 12.2463 10.3747 16.8715 11.3571 21.0349 10.7302 10.5396 10.3173 13.2299 10.2908 8.92417 15.0775 threshold=2.5000000000000004 53.500000000000007 0.25092592592592594 11406.500000000002 59.500000000000007 1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 7.5000000000000009 6.5000000000000009 212.50000000000003 0.21889880952380952 26.500000000000004 5.5000000000000009 12.500000000000002 4.5000000000000009 414.50000000000006 408.50000000000006 396.50000000000006 0.18142633228840127 0.17416582406471184 1.0000000180025095e-35 0.028778467908902653 1.0000000180025095e-35 67.500000000000014 0.60730974632843793 0.68208556149732635 0.78596059113300509 107.50000000000001 95.500000000000014 decision_type=10 2 2 8 2 2 10 10 10 8 2 2 2 10 2 10 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 10 -1 -3 -5 -4 -8 9 -9 12 -12 13 14 -2 16 -13 18 19 20 21 -6 -23 25 -24 -21 -27 -28 29 -22 right_child=2 4 6 5 17 -7 7 8 -10 -11 11 15 -14 -15 -16 -17 -18 -19 -20 23 28 22 24 -25 -26 26 27 -29 -30 -31 leaf_value=0.015001440599841256 -0.0014399516717803118 -0.0038327881696013258 -0.0012747286786309233 0.00034154850565418319 -0.0030499332199160943 0.0097149777183246373 -0.0044215263627297345 -0.00070822431833588286 -0.0059944903858708109 0.010490633860333212 -0.0057330250002545734 0.028739594522053245 -0.0049857670670311969 0.0027300642402916715 0.003680404252996834 -0.01697922996589786 -0.0014199840281489524 -0.002374582210389344 0.0074970630065209591 -0.0012609736660453184 0.010487759116185619 0.0053022919480613454 -0.0068061724703194415 0.0026585625374955495 0.00042032232717111945 0.0031990231424677195 -0.0037442893475213485 0.0013035338346567037 0.0054550970901342723 0.046813228656923091 leaf_weight=7.0994153609499335 444.54319021082483 133.9435613239184 473.1478939880617 14909.124688261654 72.473585926927626 14.900219040922819 459.57331085857004 170.78838423057459 56.261527443770319 11.936944301472975 25.28521593241021 12.181504356674845 112.20775775518268 161.70804817555472 66.957785235950723 0.52980611170642156 1.1101367161609239 234.94479148718528 19.298984075896442 1643.783389581833 3.5999905492644748 95.273611338576302 22.146668678615242 85.845550223020837 227.53766699880362 127.31634449609555 77.380708806449547 84.47844891063869 8.4913086653687042 1.6739387048874048 leaf_count=221 21007 8443 43593 554912 2535 1268 48651 6203 5276 391 3515 430 22132 4052 3982 62 139 21005 1196 118475 265 2155 3710 3081 15070 7891 6652 4319 494 55 internal_value=0 0.000179605 -0.00164572 0.000357873 -0.000758224 0.000350907 -0.00253317 -0.00338554 -0.00139334 2.33664e-05 -0.000384584 0.00497508 -0.000651447 7.098e-05 -0.000769674 0.0245647 0.0262206 -0.000605938 -0.000437658 -0.000500161 0.000907876 0.000548674 0.00130472 -0.000800904 -0.000220658 -0.000954544 0.000787317 -0.0011097 0.0118007 0.0220174 internal_weight=0 17769.3 1996.23 14931.1 2838.19 14924 1171.71 698.56 238.987 182.725 824.523 39.1067 785.417 673.209 511.501 13.8214 13.2916 2704.24 2469.3 2450 431.197 417.432 344.958 2018.8 249.684 1932.96 289.176 161.859 13.7652 5.27393 internal_count=911180 751747 159433 556401 195346 556180 104114 60521 11870 6594 55319 4146 51173 29041 24989 631 569 186903 165898 164702 24284 23470 20935 140418 18780 137337 18862 10971 814 320 is_linear=0 shrinkage=0.01 Tree=504 num_leaves=31 num_cat=0 split_feature=4 5 3 3 1 2 2 2 2 1 2 2 5 1 5 4 2 2 2 5 5 5 5 5 2 1 1 3 4 5 split_gain=58.6663 29.1239 23.44 23.0299 21.9493 21.4204 18.2472 17.272 18.0628 15.6928 15.6344 22.4032 15.7947 72.7991 31.1539 17.0689 15.615 19.1565 14.9731 16.3755 14.8809 14.7152 21.1894 14.0254 13.7966 17.7204 13.1029 12.4253 12.7221 12.1005 threshold=2.5000000000000004 53.500000000000007 29.500000000000004 28.500000000000004 0.25092592592592594 0.50155279503105599 0.47637648809523808 0.87439320388349528 0.87577160493827166 0.90508365508365518 0.95260557053009898 0.94754041967664271 212.50000000000003 0.21889880952380952 26.500000000000004 5.5000000000000009 0.49341991341991348 0.25108695652173912 0.51234756097560985 50.500000000000007 1.0000000180025095e-35 11.500000000000002 9.5000000000000018 50.500000000000007 0.68457101658255237 0.31601439496176342 0.66751700680272119 17.500000000000004 1.5000000000000002 70.500000000000014 decision_type=10 2 8 10 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 2 10 10 2 left_child=1 2 6 9 10 16 20 -7 21 29 11 12 14 -14 15 -2 17 -4 27 -20 -1 22 -9 -13 25 -6 -19 28 -8 -3 right_child=4 3 5 -5 24 7 18 8 -10 -11 -12 23 13 -15 -16 -17 -18 26 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-9.2164758032290767e-05 -0.00051358952765256081 -0.0024063619303034871 0.0011922152735497611 -0.0013777195317330228 0.025306793862512604 -0.00041733072159356408 0.00092984864270759541 0.0055092445125456543 0.00083204419840551141 -0.017190755538661281 -0.0034033316299342015 0.017204581127019971 -0.0057958437518425962 0.024142620165819632 -0.0056338466701551515 0.0035183526201573874 0.001992010356671757 0.00014827774477853666 -9.5242337213274997e-05 0.0073277153788404619 -0.0016297070683625034 -0.0043938102767509795 0.022859232401666048 -0.0070514814244121158 -0.0056217989008007863 -0.0021944385934483663 -0.00272352085330883 0.0010143820222618207 0.0072629250656968758 0.0010717649704957586 leaf_weight=1414.8656368423253 395.25615359260701 114.20174595946446 3004.6683846402448 1911.8682653659489 2.3482652029488227 2407.268517811317 57.123099728487432 26.336284909863025 1054.4827047609724 4.9624597609508774 141.72174132661894 11.94582142238505 19.496409577783197 13.921796925133092 95.727728784782812 142.97856665798463 1346.4202283332124 1083.2001646878198 2507.6447762069292 30.075923580210656 1133.9681663275696 8.6315052993595582 9.6068908339366299 2.9781133600044987 127.13320223265328 1040.4510984041262 186.18437547818758 589.91407555155456 71.326062331208959 805.80343902483582 leaf_count=45659 19686 8560 79579 133356 385 99144 2468 819 27887 237 7106 144 2633 631 21067 3670 40598 44371 122370 1375 59191 335 117 382 19263 84466 8894 20210 3384 53193 internal_value=0 0.000177815 0.000354281 -0.000751015 -0.00163115 0.000670263 -0.000142523 5.69038e-05 0.00109562 0.000544357 -0.000381006 0.000246763 -2.42069e-05 0.00667632 -0.000377413 0.00055747 0.00105291 0.000757068 0.000353524 -7.26878e-06 -0.000776213 0.00733093 0.0101465 0.0123642 -0.00251168 -0.00213251 -0.000272937 0.00162808 0.00444652 0.000640019 internal_weight=0 17768.6 14931.7 2836.84 1993.96 9126.8 5804.92 3506.33 1099.06 924.968 824.026 682.305 667.381 33.4182 633.962 538.235 5620.47 4274.05 3256.08 2537.72 2548.83 44.5747 35.9432 14.9239 1169.93 1042.8 1269.38 718.363 128.449 920.005 internal_count=911180 751747 556401 195346 159433 301744 254657 128302 29158 61990 55319 48213 47687 3264 44423 23356 173442 132844 149807 123745 104850 1271 936 526 104114 84851 53265 26062 5852 61753 is_linear=0 shrinkage=0.01 Tree=505 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 5 4 5 10 2 5 2 2 4 5 10 2 2 2 6 10 10 5 5 10 2 5 split_gain=3180.98 1861.55 205.042 162.828 51.7365 36.6347 30.0993 26.4138 17.7002 15.4331 27.4145 15.277 12.0565 11.6085 20.6395 11.3258 11.2503 10.8343 16.195 18.4521 16.7556 10.2257 9.97212 9.86424 13.1502 9.57666 8.63787 8.35974 7.50889 7.23943 threshold=0.00042608799412840006 0.99989646673202526 6.1143434777477532e-06 0.78322452306747448 0.011652591172605703 0.99473056197166454 0.99998754262924205 5.9116524425917312e-05 5.5000000000000009 2.5000000000000004 109.50000000000001 8.8294510192099562e-07 0.84654631083202525 309.50000000000006 0.6586800573888093 0.8185736677115989 4.5000000000000009 1051.5000000000002 2.9517374969145752e-05 0.75103305785123975 0.49341991341991348 0.8185736677115989 1.0000000180025095e-35 0.020015737973153553 0.015218299813568552 14.500000000000002 344.50000000000006 0.18897357583045957 0.24165739710789766 113.50000000000001 decision_type=2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 10 2 2 2 2 2 10 2 2 2 2 2 2 2 left_child=2 3 11 4 15 12 13 17 27 -7 28 -1 -5 -3 -15 22 -10 -4 -19 20 -20 -9 -2 24 -18 -23 -14 -6 -11 -27 right_child=1 6 7 5 8 9 -8 21 16 10 -12 -13 26 14 -16 -17 23 18 19 -21 -22 25 -24 -25 -26 29 -28 -29 -30 -31 leaf_value=-0.0096502984524823761 -0.0016870023247098375 0.0071773783490384118 -0.0061136684950314456 0.0014000033779418177 -0.0004918327959979017 0.0043313146635731983 0.010029362348029995 -0.0041562620345784321 0.0011662505177666299 -0.0015721012673212101 -0.014055119270497055 -0.0080098504808030282 0.0036174143779943591 0.0061578711723640567 -0.022491744904108796 0.00013839452699160068 -0.0069601216858383606 -0.0011972325415533247 0.10645520084516397 0.13080459462203275 -0.010093182839764599 -0.0032905808659022553 0.03120750023770005 -0.0057456221250363516 0.029253596085677777 0.0041099798415445464 -0.0075604278865796671 0.00039597476784798409 0.0038336686137508424 -0.003860616646268209 leaf_weight=1790.10729559022 2120.1149766650051 321.72526243329048 951.85147906769998 2091.9215173609555 2175.8096911702305 959.19750845339149 2420.1794207999483 862.51003995072097 2060.4197478070855 37.902507277205586 11.544994771480559 831.33237887825817 347.22457212209702 7.8415255732834321 3.7015259340405464 412.43116244254634 2.048901977017521 2.2478460529819126 0.17161253420636047 0.21290703024715185 0.43863776559010148 94.455633125733584 0.92199741303920646 36.929063953459263 1.9638524949550626 41.144892008043826 7.0538326650857917 2069.2951305434108 79.78615209646523 15.76001877710223 leaf_count=365205 50033 9647 98149 14175 16319 15248 115548 49764 18238 703 49 126635 2212 106 30 8680 38 345 23 26 67 4521 5 283 32 2643 33 10512 689 1222 internal_value=0 0.00220263 -0.00729845 0.000552776 -0.000169771 0.00236801 0.00964138 -0.00485967 0.000312493 0.00389424 0.000650147 -0.00913007 0.00168891 0.00682386 -0.00302924 -0.00137787 0.00106311 -0.00605317 0.0126994 0.0506477 0.0226822 -0.00373556 -0.0016727 -0.0041276 0.010763 -0.00133821 0.00339486 -5.90671e-05 0.0020927 0.00190249 internal_weight=0 15168 4590.23 12414.6 8879.93 3534.63 2753.45 1968.79 6346.47 1088.43 129.234 2621.44 2446.2 333.268 11.5431 2533.47 2101.36 954.922 3.071 0.823157 0.61025 1013.87 2121.04 40.9418 4.01275 151.361 354.278 4245.1 117.689 56.9049 internal_count=911180 262580 648600 137249 104140 33109 125331 156760 45422 16689 1441 491840 16420 9783 136 58718 18591 98610 461 116 90 58150 50038 353 70 8386 2245 26831 1392 3865 is_linear=0 shrinkage=0.01 Tree=506 num_leaves=31 num_cat=0 split_feature=9 9 9 4 0 3 2 2 2 2 2 3 4 9 9 3 4 2 2 9 2 2 2 2 9 3 9 9 2 9 split_gain=241 38.0975 39.1595 38.239 30.776 27.167 22.9005 33.4119 22.7022 35.9394 19.7351 22.2073 18.0603 19.1184 17.002 15.7533 14.1857 16.3651 29.8312 23.0621 14.4371 19.8416 27.3156 29.0865 27.5226 17.7479 16.1235 22.6079 21.8335 23.8917 threshold=2.0250000000000004 3.5950000000000002 5.4850000000000012 1.5000000000000002 1.0000000180025095e-35 29.500000000000004 0.50155279503105599 0.58363746958637475 0.16749174917491746 0.13453458306399482 0.24165739710789766 28.500000000000004 10.500000000000002 4.9150000000000009 9.1600000000000019 27.500000000000004 2.5000000000000004 0.95260557053009898 0.94754041967664271 5.6750000000000007 0.37341365461847392 0.41625412541254131 0.45488466757123475 0.45848997493734339 5.745000000000001 19.500000000000004 6.9850000000000012 8.3400000000000016 0.94701754385964931 8.7300000000000022 decision_type=10 10 10 10 2 8 2 2 2 2 2 8 8 10 10 10 10 2 2 8 2 2 2 2 8 10 10 10 2 10 left_child=4 -2 3 5 10 -3 -7 -8 9 12 -1 -12 -5 -14 16 -16 20 18 -18 -20 25 -22 -23 24 -24 -4 -25 -28 -29 -30 right_child=1 2 14 8 -6 6 7 -9 -10 -11 11 -13 13 -15 15 -17 17 -19 19 -21 21 22 23 26 -26 -27 27 28 29 -31 leaf_value=-5.2111711679482954e-05 0.00028124609315900424 -0.0015870310963521448 -0.002968256656427744 -0.0016207624038955316 0.0037574803475545872 0.00053834340337673386 -0.0045978391330033092 -0.00048073760350923549 -0.002628827318489423 0.010386785028685395 0.004606748326689559 0.0016792507194180754 -0.0015123148499503161 0.014716845724666807 -0.0045830237531143464 0.0010914432780701237 -0.00078722879848950916 -0.0057474268686101594 0.021122377443176969 -0.012972034872788757 0.0050503936805948281 -0.0055815240531163846 0.031816337177469192 0.00020010520934352831 -0.0018944081201710753 0.0003930433386688455 0.004513521372820301 -0.0041027290568136001 -0.0053866801475802896 0.0030796560994955273 leaf_weight=474.19632224552333 4534.9360816124827 2283.3290610359982 219.3170421551913 293.78650715760887 1188.1870828913525 1948.8663325565867 230.74157027667388 1352.5349320729729 2078.3446573421825 31.050826692255214 324.46452783793211 1286.6572986450046 14.438757468713449 14.597012343816457 143.11345309461467 74.335981137584895 697.12769153015688 65.110940430546179 10.374361601658162 2.4530759509652862 117.03711428097449 64.6471285414882 5.9217896824702594 1069.5459732825402 4.0977849280461678 553.58329586475156 254.44652557722293 77.017008766764775 38.676104285754263 241.21035913215019 leaf_count=12230 101816 128741 9079 10920 44312 70773 15929 69179 182141 1309 10458 37274 434 187 33962 9276 49491 4606 71 297 4289 3875 136 61464 498 17184 12217 5305 4683 9044 internal_value=0 -0.000498548 -0.000796076 -0.00117729 0.00247295 -0.000736945 -0.000187412 -0.00108075 -0.00223017 0.000111187 0.00174105 0.00226882 -0.000877176 0.00664649 6.81762e-05 -0.00264318 0.000240541 -0.000949222 -0.000509172 0.0146023 0.000589111 0.00106371 0.000797931 0.00104183 0.0180294 -0.000560754 0.00094057 0.002236 0.000612292 0.00190974 internal_weight=0 16420.6 11885.7 8247.69 3273.51 5815.47 3532.14 1583.28 2432.22 353.873 2085.32 1611.12 322.822 29.0358 3638.02 217.449 3420.57 775.066 709.955 12.8274 2645.5 1872.6 1755.56 1690.92 10.0196 772.9 1680.9 611.35 356.903 279.886 internal_count=911180 806906 705090 479613 104274 284622 155881 85108 194991 12850 59962 47732 11541 621 225477 43238 182239 54465 49859 368 127774 101511 97222 93347 634 26263 92713 31249 19032 13727 is_linear=0 shrinkage=0.01 Tree=507 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 10 0 5 1 5 1 5 10 1 1 1 4 1 1 5 10 1 1 5 5 5 split_gain=3133.46 1844.07 205.184 160.003 64.1507 30.2983 26.233 20.3127 15.5029 15.3896 15.3185 20.8498 17.8085 11.4883 19.9921 10.6083 14.8839 13.414 21.2042 10.325 9.53085 11.1196 11.5445 8.98277 8.87337 8.55245 9.25048 8.11698 7.92507 7.83365 threshold=0.00042608799412840006 0.99989646673202526 6.1143434777477532e-06 0.94052824378013633 0.049213243648409809 0.99998754262924205 5.9116524425917312e-05 0.99766892194747936 0.0035319819580763002 8.8294510192099562e-07 1.0000000180025095e-35 1.0000000180025095e-35 0.15018796992481201 309.50000000000006 0.34556677890011228 1051.5000000000002 2.9517374969145752e-05 0.24494897959183673 0.54182569974554717 0.52404068423485917 4.5000000000000009 0.69789381307591059 0.43190909090909096 956.50000000000011 0.78322452306747448 0.79531763417305601 0.85307609282245023 26.500000000000004 68.500000000000014 12.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 2 2 2 left_child=2 3 9 4 8 13 15 -5 -2 -1 12 -12 24 -3 -15 -4 -17 -18 -19 -13 29 22 -22 -9 -6 27 -27 -21 -24 -14 right_child=1 5 6 7 10 -7 -8 23 -10 -11 11 19 20 14 -16 16 17 18 -20 25 21 -23 28 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0096451503835171589 -0.0017843458432556531 0.0071498426555802064 -0.0060875593248374592 0.0022305694963231691 0.0016300267220573888 0.010023215016352192 -0.0037116433425298653 0.0042535197391213066 -0.00050172208297983851 -0.0079911398136870478 -0.0012007396138637345 0.0015548778596405049 0.0003070944272465894 -0.021971312896806459 0.0061225411587370396 -0.0011811125536998169 0.10912833780397702 -0.010090909297782795 0.12847335337828042 -0.0061485153887901644 -0.0065158332720651278 -0.0098142832157171317 0.0068232888156701992 -0.014855128218687437 0.0039271791662610729 0.010547163562992982 -0.00083223790404995403 0.007260266632610808 -0.0099998336505248194 0.0013482700970241274 leaf_weight=1771.4017851646058 1493.8874508836307 319.49723591003567 945.95292728953063 1560.9896053429693 897.48219119012356 2395.1632144069299 1010.3233995665796 792.66520683933049 2552.4748528413475 824.30980515875854 893.15228977054358 632.47815969213843 2106.5269586928189 3.7513939626514894 7.7990519590675831 2.2437905943952496 0.25158526794984926 0.47034509549848735 0.14432633528485894 45.220001198351383 17.483368741348386 18.528388198465109 18.980907175689939 2.4677465185523024 206.92451200634241 8.3990346789360029 47.797919541597366 5.0152632668614379 3.2848049588501445 1099.9673879798502 leaf_count=365205 41903 9647 98149 13049 4626 115548 58150 13452 32900 126635 4970 3521 12733 30 106 345 27 72 17 276 119 110 124 14 1145 45 282 34 34 7912 internal_value=0 0.00218455 -0.00727592 0.000547834 -2.15677e-06 0.00963129 -0.0048331 0.00289325 -0.000975257 -0.00911989 0.00065396 -0.000172686 0.000962746 0.00679564 -0.00300188 -0.00602694 0.0124116 0.0476198 0.0224443 0.00106997 0.000591422 -0.00341636 -0.000434073 0.00419421 0.00206043 -0.00181164 0.000868495 -0.00480984 0.00434142 0.000664263 internal_weight=0 15129.9 4555.1 12403.7 10047.6 2726.21 1959.39 2356.12 4046.36 2595.71 6001.24 1632.06 4369.18 331.048 11.5504 949.063 3.11005 0.866257 0.614671 738.91 3264.77 58.2775 39.7491 795.133 1104.41 106.432 56.197 50.2353 22.2657 3206.49 internal_count=911180 262580 648600 137249 110734 125331 156760 26515 74803 491840 35931 9128 26803 9783 136 98610 461 116 89 4158 21032 387 277 13466 5771 637 327 310 158 20645 is_linear=0 shrinkage=0.01 Tree=508 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 9 9 10 10 10 10 10 10 9 0 9 3 3 4 9 4 9 9 4 3 1 9 0 9 1 split_gain=3089.62 1828.48 205.452 157.197 101.851 47.6729 39.6929 30.4874 26.2897 22.3807 20.324 17.2805 15.4977 14.8932 14.7708 15.7521 16.1788 13.9815 20.6172 21.1195 14.0344 12.6879 17.39 16.6576 14.2499 12.5302 21.6192 17.3552 12.4544 15.6266 threshold=0.00042608799412840006 0.99989646673202526 6.1143434777477532e-06 0.8784809708595277 3.3950000000000005 5.7250000000000005 9.0500000000000025 0.99998754262924205 0.068259380757808671 7.0975467679090811e-05 0.0055486904457211009 0.99766892194747936 8.8294510192099562e-07 5.4450000000000012 1.0000000180025095e-35 7.4250000000000007 28.500000000000004 28.500000000000004 11.500000000000002 4.9650000000000007 1.5000000000000002 8.1200000000000028 7.6450000000000005 2.5000000000000004 20.500000000000004 0.77442071785552036 8.8850000000000016 1.0000000180025095e-35 5.1250000000000009 0.92365967365967383 decision_type=2 2 2 2 10 10 8 2 2 2 2 2 2 10 2 10 10 8 8 10 10 10 10 10 10 2 10 2 10 2 left_child=2 3 12 4 10 9 11 -3 13 -4 -2 21 -1 17 -10 16 -16 -6 20 -20 -19 22 -5 -23 -25 -15 27 -27 29 -18 right_child=1 7 5 6 8 -7 -8 -9 14 -11 -12 -13 -14 25 15 -17 28 18 19 -21 -22 23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-0.0096403509529974403 -0.002840966507214545 0.0067689638761147261 -0.0064737981120188614 0.0017269304790871189 -0.0022638272379471025 -0.00057868522051624026 0.0063577564766288978 0.010017105146188483 0.0016320869843131657 -0.0041870056458994647 -0.0010317451823809514 0.0035722149152077076 -0.007973597643497329 0.0015547908733660903 -0.0030941932133548232 0.010236698018295576 0.0019898828749088824 0.00042101040164311729 0.0091180775153760461 0.056132766654055137 -0.0017477100609865886 0.005027629980301841 0.0089025144507084951 0.0013516894234005409 -0.013541179516883281 -0.0080784718618839204 0.015062963904303554 0.0038680529157725059 -0.0015343567616930391 -0.0052741390386775245 leaf_weight=1754.6447943616658 815.74462445359677 329.04060099553317 898.88515356159769 1902.8378561735153 374.5678056194447 234.58371628588066 252.69756603520364 2372.7700804313645 2635.7301899604499 816.93578742817044 2599.576976981014 691.42977341078222 817.89426888991147 669.69306509289891 147.2111558355391 15.019364319741724 423.90202832594514 1078.7052143476903 4.9520849166437975 1.1838915073312817 412.49802163615823 14.477984335273502 34.384553994983435 10.026692084968092 17.884409248828888 44.008550697006285 6.0373685583472243 16.803419066593051 195.57751346752048 31.839310772716999 leaf_count=365205 10191 9783 92112 11981 10937 18008 8282 115548 16510 46640 14939 9026 126635 11333 755 76 2086 24166 83 22 14357 115 206 104 177 551 40 192 965 155 internal_value=0 0.00216728 -0.00725466 0.000542663 -8.2929e-05 -0.00480693 0.00256961 0.00962153 0.000695642 -0.00538501 -0.00146388 0.00221123 -0.00911044 -6.19069e-05 0.00126852 9.06567e-05 -0.000100178 -0.000535886 -0.000103632 0.0181892 -0.000178903 0.00173587 0.00185429 -0.00367625 -0.00819111 0.0011427 -0.00298559 -0.00477744 0.00057653 0.0014824 internal_weight=0 15098.6 4522.94 12396.8 9473.05 1950.4 2923.74 2701.81 6057.73 1715.82 3415.32 2671.04 2572.54 2608.45 3449.28 813.549 798.53 1871.91 1497.34 6.13598 1491.2 1979.61 1937.22 42.3891 27.9111 736.542 66.8493 60.812 651.319 455.741 internal_count=911180 262580 648600 137249 107358 156760 29891 125331 82228 138752 25130 21609 491840 61681 20547 4037 3961 49565 38628 105 38523 12583 12187 396 281 12116 783 743 3206 2241 is_linear=0 shrinkage=0.01 Tree=509 num_leaves=31 num_cat=0 split_feature=9 9 5 9 0 9 5 9 9 5 2 2 9 2 2 2 2 2 5 5 5 9 2 9 5 5 2 2 2 0 split_gain=229.573 35.1735 47.4885 33.0471 29.946 29.7781 23.0462 20.7173 19.908 27.3414 22.3064 24.0007 22.3893 20.1812 19.2238 18.6245 27.6577 20.6604 53.1214 30.7431 18.3658 17.9591 15.9027 17.543 16.5777 15.2603 13.6795 17.9257 14.5731 22.9751 threshold=2.0250000000000004 3.5950000000000002 53.500000000000007 5.8550000000000013 1.0000000180025095e-35 5.4850000000000012 152.50000000000003 4.5950000000000006 9.7700000000000014 299.50000000000006 0.6072751322751323 0.60535266738274263 7.6450000000000005 0.59943502824858774 0.24165739710789766 0.67403517342452379 0.8185736677115989 0.66349106014087067 4.5000000000000009 35.500000000000007 44.500000000000007 5.5750000000000011 0.61374887488748886 1.9550000000000003 93.500000000000014 24.500000000000004 0.36032786885245904 0.30810147299509005 0.68199436222692045 1.0000000180025095e-35 decision_type=10 10 2 10 2 10 2 10 10 2 2 2 8 2 2 2 2 2 2 2 2 10 2 8 2 2 2 2 2 2 left_child=4 6 5 7 14 25 -2 -4 9 -5 11 12 13 -11 -1 17 -17 22 -19 -20 26 -22 23 -16 -24 -3 27 -7 29 -28 right_child=1 2 3 8 -6 20 -8 -9 -10 10 -12 -13 -14 -15 15 16 -18 18 19 -21 21 -23 24 -25 -26 -27 28 -29 -30 -31 leaf_value=-7.5580058804865997e-05 5.528295459767094e-05 -0.0007138739141133362 -0.0010469228697219037 0.0018341399421138275 0.0036998297866881746 -0.00033245744098259417 0.0027114000164800397 -0.0036287902258607114 -0.0059778638943033579 -0.0060937595159853229 -0.008870515983301722 0.089881593325621831 0.015744803557669808 0.0098003978431724596 0.00096983951952319444 -0.0015616228785637215 0.0032676882849416479 -0.0016395593225324398 0.020530711457301943 0.0037619134957398888 0.012422407114088801 0.0022193881065322237 -0.0033234119691327403 0.0039009072306100262 0.0067710475302019237 -0.0026126331007685693 0.002311268631010048 -0.0051219086600156468 -6.5799411684254054e-05 -0.0028157844491374746 leaf_weight=470.4882536297664 4150.1356765055098 6420.4902783283032 433.37463275855407 383.7565083974041 1175.7687521707267 785.26528261392377 354.57601398788393 1098.7181933249813 50.771176412701607 36.938394831027836 48.815963204484433 0.29820593213662405 7.6913173480425021 10.193068726453928 301.69845355954021 267.59567296039313 212.97114940918982 34.881365683861077 30.866365354508162 16.929760735481977 22.996930869761854 69.052357653155923 79.168795423582196 631.85513094905764 20.476817396469414 453.14957011956722 730.96719393692911 86.781824021833017 1074.3228818625212 99.272132391342893 leaf_count=12230 92074 290658 28793 25893 44312 26278 9742 148647 17677 5419 5505 29 159 185 7840 5781 6552 827 488 405 616 4787 1631 23806 402 41516 30083 7796 63843 7206 internal_value=0 -0.000487485 -0.000774191 -0.00214951 0.00242569 -0.00048189 0.000264352 -0.00289847 -1.8495e-05 0.000601903 -0.00394777 0.000411893 -7.47734e-05 -0.00265635 0.00170089 0.00222444 0.000578566 0.00293326 0.00774342 0.0145911 0.000373909 0.00476844 0.00254834 0.00295367 -0.00124904 -0.000839051 0.000228223 -0.00080908 0.000703176 0.00169822 internal_weight=0 16317.6 11812.9 2070.56 3242.7 9742.3 4504.71 1532.09 538.465 487.693 103.937 55.121 54.8228 47.1315 2066.93 1596.44 480.567 1115.88 82.6775 47.7961 2868.66 92.0493 1033.2 933.554 99.6456 6873.64 2776.61 872.047 1904.56 830.239 internal_count=911180 806906 705090 232307 104274 472783 101816 177440 54867 37190 11297 5792 5763 5604 59962 47732 12333 35399 1720 893 140609 5403 33679 31646 2033 332174 135206 34074 101132 37289 is_linear=0 shrinkage=0.01 Tree=510 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 5 10 4 5 5 5 10 3 3 5 4 3 5 5 10 4 4 10 5 4 5 10 split_gain=3043.13 1811.02 205.583 154.425 50.1348 38.2744 30.7189 25.9708 17.2801 15.6121 15.009 26.6139 11.486 10.4629 13.8179 9.71375 9.71291 9.61863 18.1609 20.6338 10.7973 10.1688 9.03258 8.42049 12.4363 7.22686 7.04613 6.81156 7.02006 7.28172 threshold=0.00042608799412840006 0.99989646673202526 6.1143434777477532e-06 0.51461192965507518 0.98755538463592529 0.0070173616986721008 0.99998754262924205 5.9116524425917312e-05 5.5000000000000009 8.8294510192099562e-07 2.5000000000000004 135.50000000000003 309.50000000000006 1051.5000000000002 2.9517374969145752e-05 9.5000000000000018 6.5000000000000009 6.5000000000000009 4.5000000000000009 23.500000000000004 497.50000000000006 14.500000000000002 3.7895917557762011e-05 6.5000000000000009 7.5000000000000009 0.99894970655441295 13.500000000000002 4.5000000000000009 32.500000000000007 0.020015737973153553 decision_type=2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 8 10 2 10 10 2 2 2 8 10 2 2 10 2 2 left_child=2 3 9 5 17 -2 12 13 15 -1 25 -12 -3 -4 -15 16 -7 -5 19 -19 -21 -20 -16 -17 -25 -6 -9 -10 -29 -30 right_child=1 6 7 4 10 8 -8 26 27 -11 11 -13 -14 14 22 23 -18 18 21 20 -22 -23 -24 24 -26 -27 -28 28 29 -31 leaf_value=-0.0096351207939436162 -0.0015184140517108743 0.0070961367791769151 -0.0060373945821018448 0.00090485033423234938 0.0032847894948718455 -0.00058048114548513369 0.010010811122683396 -0.0042477298696154868 0.00094920030616857235 -0.0079545659998481247 0.0018322113137295051 -0.013406719263318529 -0.0030889564971115454 -0.0011051628790248408 0.090230772196740208 -0.0002688710787242687 -0.0064749436254507679 0.0053983361222433145 0.0058790866317328574 0.0018023717435533722 -0.0058031282237219666 -0.0089179525907146749 0.023021203931139624 0.022192744359198421 0.0026338275793155288 0.0048397161602291502 -0.0024631239182997715 -0.0065103757624917257 0.018946848459686909 -0.0014899357346657052 leaf_weight=1736.3164575253613 2049.2005080627277 315.32932699099183 934.90486973011866 2279.275961862877 772.20942985452712 62.925841325893998 2348.1487966021523 673.65437915502116 1823.2922290097922 810.97366300993599 160.38738953694701 12.342295601963995 11.475261043757198 2.2249649795703585 0.29899082658812393 3534.1207651756704 50.302003422752023 174.69514618813992 5.8549880832433727 870.79294911026955 19.075262792408466 22.46025537699461 0.60373967071063817 3.7066712416708496 26.438130846247077 487.66573289036751 329.4337975862436 23.711541950702667 2.3599600996822101 6.6737751755863428 leaf_count=365205 52018 9647 98149 14105 9007 479 115548 32476 19297 126635 1715 53 136 345 37 24876 404 868 31 4333 105 131 79 23 207 9246 25674 193 59 99 internal_value=0 0.00214915 -0.00723184 0.000537838 0.00194047 -0.000350932 0.00961103 -0.00478018 8.14147e-05 -0.00910009 0.00350767 0.000743323 0.0067385 -0.00597631 0.0122832 -0.000315584 -0.00319912 0.00127467 0.00204596 0.00225619 0.00163934 -0.00585824 0.0452815 -0.000223981 0.00503884 0.00388666 -0.00366163 0.000868015 -0.00365246 0.00384894 internal_weight=0 15062.4 4488.41 12387.5 4804.76 7582.73 2674.95 1941.12 5533.53 2547.29 1432.6 172.73 326.805 938.033 3.1277 3677.49 113.228 3372.15 1092.88 1064.56 889.868 28.3152 0.90273 3564.27 30.1448 1259.88 1003.09 1856.04 32.7453 9.03374 internal_count=911180 262580 648600 137249 39594 97655 125331 156760 45637 491840 20021 1768 9783 98610 461 25989 883 19573 5468 5306 4438 162 116 25106 230 18253 58150 19648 351 158 is_linear=0 shrinkage=0.01 Tree=511 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 5 4 10 5 10 5 1 1 10 5 10 1 1 1 1 5 5 5 1 5 1 4 split_gain=3000.44 1795.63 205.83 151.897 61.0452 30.9138 25.8268 19.5777 16.4864 18.8918 15.7206 13.4089 11.9041 11.3639 19.2871 11.2073 11.0835 10.2462 12.7968 10.5154 23.2358 9.13757 13.6046 8.76959 8.59698 20.5 14.7542 14.5213 9.42693 8.27669 threshold=0.00042608799412840006 0.99989646673202526 6.1143434777477532e-06 0.94052824378013633 0.026551560498774003 0.99998754262924205 5.9116524425917312e-05 0.99766892194747936 12.500000000000002 4.5000000000000009 8.8294510192099562e-07 16.500000000000004 0.18897357583045957 309.50000000000006 0.34556677890011228 0.05298245614035086 0.0023884368129074005 1051.5000000000002 2.9517374969145752e-05 0.24494897959183673 0.58374587458745886 1.0000000180025095e-35 0.12062851552946931 956.50000000000011 261.50000000000006 222.50000000000003 0.091372912801484213 115.50000000000001 0.10022831050228312 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 8 left_child=2 3 10 4 16 13 17 -5 12 11 -1 15 -6 -3 -15 -10 -2 -4 -19 -20 -21 -13 24 -9 25 26 -23 -28 -29 -14 right_child=1 5 6 7 8 -7 -8 23 9 -11 -12 21 29 14 -16 -17 -18 18 19 20 -22 22 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-0.0096302552721689756 -0.0018861850800922207 0.0070698095988767718 -0.0060121528733766052 0.0021752627297518218 -0.00037915430090416013 0.010004705050082279 -0.0036373827722107521 0.0041697402935156266 0.0094228321141059564 -0.0058623940769042598 -0.0079368390155906774 -0.0017483086148448368 0.000937853892617168 -0.021497753905643974 0.0060399755574895185 0.0029141041306826793 -0.00068100831894695932 -0.0010953048403783705 0.092787674217185395 -0.0100924348088618 0.1367574694264107 0.0025513475275521121 0.0011149654392096536 -0.014739343269576552 -0.0030838691442341705 0.019053017938645899 0.0070304134962537934 0.011912715101210317 0.039359923952149205 -0.00021937086264925122 leaf_weight=1719.9039962801617 1178.6107689519413 313.34849153552204 929.46903853258118 1555.2225813735276 1837.4071472883224 2326.1960967555642 999.69514593342319 784.7846111766994 34.526132054626942 35.011865567415953 804.68866316624917 93.572736315429211 2338.3149770088494 3.7968625314533693 7.7040540166199207 113.16911352612078 2164.4962914213538 2.2225529374554749 0.29148483276367176 0.5164342715870589 0.13615529052913189 122.29621514491737 1234.3901916649193 2.460355792194604 15.004469765350221 9.5276980623602849 17.001758132129911 2.3729526214301577 2.6473949328064919 840.09481527656317 leaf_count=365205 35445 9647 98149 13049 13001 115548 58150 13452 169 247 126635 488 12277 30 106 831 32819 345 27 77 12 690 9718 14 129 51 119 20 21 4709 internal_value=0 0.00213206 -0.00721039 0.000532746 -2.31302e-06 0.00960117 -0.00475403 0.0028257 0.000548725 0.00140627 -0.0090905 0.00156102 0.000261581 0.00671149 -0.00305121 0.00443562 -0.00110589 -0.00595097 0.0120065 0.0428508 0.0205461 0.00127737 0.00147913 0.00411064 0.00414141 0.00484608 0.00390816 0.011443 0.0263865 0.000631984 internal_weight=0 15032 4456.92 12380.9 10038.4 2651.05 1932.33 2342.47 6695.34 1679.52 2524.59 1644.51 5015.82 324.849 11.5009 147.695 3343.11 932.636 3.16663 0.944074 0.65259 1496.81 1403.24 787.245 168.85 153.846 144.318 22.0221 5.02035 3178.41 internal_count=911180 262580 648600 137249 110734 125331 156760 26515 42470 12483 491840 12236 29987 9783 136 1000 68264 98610 461 116 89 11236 10748 13466 1030 901 850 160 41 16986 is_linear=0 shrinkage=0.01 Tree=512 num_leaves=31 num_cat=0 split_feature=9 9 9 1 0 0 1 3 9 9 1 1 3 1 1 0 9 1 9 1 0 3 1 1 1 1 9 9 9 9 split_gain=217.904 31.8082 37.2806 32.8241 44.3174 29.1424 18.442 23.6946 17.3992 16.5069 15.9111 46.8098 22.7786 17.9678 23.6384 21.7002 15.8162 23.1953 16.4852 21.947 15.4723 15.3404 14.3444 13.9941 30.6015 19.3613 16.1895 24.125 13.2682 17.9137 threshold=2.0250000000000004 3.5950000000000002 5.4850000000000012 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.76024883359253514 28.500000000000004 5.4250000000000007 4.0850000000000009 0.49844720496894418 0.41476388168137007 29.500000000000004 0.50144508670520238 0.82683658170914553 1.0000000180025095e-35 5.1450000000000005 0.66522988505747138 5.1550000000000011 0.68772163120567387 1.0000000180025095e-35 11.500000000000002 0.88956639566395668 0.94494949494949509 0.53361581920903967 0.44487847222222227 2.4350000000000005 2.6750000000000003 5.0050000000000008 4.8650000000000011 decision_type=10 10 10 2 2 2 2 8 10 10 2 2 8 2 2 2 10 2 10 2 2 10 2 2 2 2 10 10 10 10 left_child=5 23 3 4 8 6 7 -1 -3 -6 11 28 16 20 -15 -16 -12 -18 19 -19 -14 -4 -17 24 25 -2 -25 -28 29 -5 right_child=1 2 21 10 9 -7 -8 -9 -10 -11 12 -13 13 14 15 22 17 18 -20 -21 -22 -23 -24 26 -26 -27 27 -29 -30 -31 leaf_value=0.004497919813328052 2.3412435555424883e-05 0.0017722248143486003 -0.0014277606377807175 -0.0014917340524749721 0.001955435709115493 0.0036385718382829857 -0.00038521065565032047 0.001512002454199616 -0.0065944312361510228 -0.0020017712241874085 -0.0028053325589339584 -0.0044219964747186993 -0.00051957988144622617 -0.001652882668188479 0.0034957878388010267 0.007780238117056042 -0.0026933064734985072 0.02180562327665388 0.0017830158389683876 -0.0098263128954861542 0.0028361203479996401 0.00037922306540994963 -0.0034996903202838721 -0.0033046596362435545 -0.0015767796855014459 0.0016990656514390154 0.0084247952166454105 0.0015084115561907285 -0.0022027655778267862 0.00084852538929445706 leaf_weight=330.61819075979292 2287.5129987061955 928.52146291243844 555.85966918454506 1063.5761350365356 120.69824374746531 1163.7212107973173 363.68825621064752 1354.7827734071761 25.539357633097097 832.30085145123303 808.18152544857003 622.66337394202128 260.37084780167788 989.79740415071137 197.42331143817864 12.838509019464253 165.48939072806388 8.9833073103800398 131.18946840218268 2.9020009271334848 290.92658382700756 3035.0626559697557 92.499930151505396 45.400097956880927 874.88269618852064 987.1018370105885 65.897679432295263 214.89323034184054 1121.4371537824627 472.34207760985009 leaf_count=10932 50577 16098 45590 60529 2241 44312 7670 41360 491 25896 52022 52402 12372 69052 6473 382 15170 112 8246 268 7486 179887 3402 1166 21397 23419 1005 4252 115501 31470 internal_value=0 -0.000475882 -0.000749372 -0.0011235 2.46835e-05 0.00237478 0.00165704 0.00209774 0.00154826 -0.00150059 -0.00147437 -0.00195409 -0.000942893 -0.000260261 -0.000904952 0.00154021 -0.00206999 -0.00014399 0.00280471 0.0140821 0.00125127 9.95096e-05 -0.00212491 0.000241415 8.46391e-05 0.000528522 0.00223578 0.00313159 -0.00137582 -0.000772032 internal_weight=0 16214.3 11738.6 8147.68 1907.06 3212.81 2049.09 1685.4 954.061 952.999 6240.62 3280.02 2960.6 1843.86 1292.56 302.762 1116.75 308.564 143.075 11.8853 551.297 3590.92 105.338 4475.69 4149.5 3274.61 326.191 280.791 2657.36 1535.92 internal_count=911180 806906 705090 479613 44726 104274 59962 52292 16589 28137 434887 259902 174985 99167 79309 10257 75818 23796 8626 380 19858 225477 3784 101816 95393 73996 6423 5257 207500 91999 is_linear=0 shrinkage=0.01 Tree=513 num_leaves=31 num_cat=0 split_feature=9 9 5 9 0 9 9 5 9 5 5 1 9 1 1 3 9 9 5 9 1 1 1 3 9 5 5 9 1 9 split_gain=213.735 31.4164 50.6943 41.4628 28.6726 26.4728 22.9616 21.0577 20.7012 31.8068 24.136 22.1707 19.4208 18.6651 18.089 23.2882 18.0318 20.9407 17.4371 16.5627 16.9875 16.683 16.4747 16.2574 16.2152 45.3074 16.1158 16.7787 28.0788 30.0931 threshold=2.0250000000000004 4.3750000000000009 107.50000000000001 5.4850000000000012 1.0000000180025095e-35 5.955000000000001 6.0250000000000012 25.500000000000004 9.1600000000000019 17.500000000000004 7.5000000000000009 0.63673020527859248 4.7650000000000006 0.71068484464172488 0.76024883359253514 28.500000000000004 4.8950000000000005 4.8650000000000011 212.50000000000003 7.5550000000000006 0.019324122479462254 0.42563724457552138 0.65017482517482528 24.500000000000004 8.2700000000000014 57.500000000000007 36.500000000000007 5.535000000000001 0.59921259842519692 5.5250000000000012 decision_type=10 10 2 10 2 10 10 2 10 2 2 2 10 2 2 8 10 10 2 10 2 2 2 10 10 2 2 10 2 8 left_child=4 18 3 7 14 -4 -7 12 11 10 -10 26 -3 -9 15 -1 17 -14 -2 20 -8 -21 -13 -19 -24 -26 27 28 -5 -30 right_child=1 2 5 8 -6 6 19 13 9 -11 -12 22 16 -15 -16 -17 -18 23 -20 21 -22 -23 24 -25 25 -27 -28 -29 29 -31 leaf_value=0.0044593133116279529 -4.1724129963489483e-05 -0.0022489222600906504 -0.0037634563186824156 0.0018957416743383493 0.0036078082186467649 0.0078738147788848176 0.011247508957078623 -0.0033548714761800391 -0.0028196204633344235 -0.0071195560417671357 0.0068209948931482293 -0.009043808455474615 -0.00088434642110955938 0.002372396140168103 -0.00038136928366964696 0.0014973326903612251 -0.00084468281574746158 -0.0039047742967446937 0.0023756259720874077 -0.001111931156963604 -0.0039917666999341461 0.0069850432900593808 -0.0011779347762585458 0.0037621827604321558 0.00090130997700276579 0.047492834517351319 0.0028603770675852329 0.0003694379198023954 0.010305297867677022 0.050257004678227107 leaf_weight=330.14808527845889 6025.2468384145759 839.31379614584148 817.173057931941 117.04568022745661 1161.9168657874689 30.817955193575472 7.678166434634476 576.44100622111 67.821265503764153 91.080822974909097 42.082763947779313 26.015448821475729 279.71762052830309 63.135559974703938 363.67811442445964 1354.3774427548051 3567.3320350274444 30.947080246405676 313.94489721418358 72.399206316564232 154.56237553921528 39.237426278879866 490.28437737887725 260.15372057165951 10.64457958890125 2.5962177575565866 381.92084312695079 1875.320280662505 22.583928065840158 2.0570988769177339 leaf_count=10932 157383 39297 112628 6050 44312 1208 157 67045 10193 28806 2940 3643 12747 6283 7670 41360 188379 1310 12269 4850 17489 1004 19288 7895 258 25 25293 79719 690 57 internal_value=0 -0.000471326 -0.000824195 -0.000567504 0.00235302 -0.00282545 -0.000309784 -0.00108142 0.000354922 -0.00274965 0.000871816 0.000567994 -0.000861941 -0.00278951 0.00164119 0.00207785 -0.000580628 0.00106958 7.79938e-05 -0.00123064 -0.00327056 0.00173395 -0.00128395 0.0029471 -0.000883029 0.0100368 0.000976794 0.000620137 0.00393831 0.0136406 internal_weight=0 16207.6 9868.36 8746.49 3210.12 1121.87 304.695 5617.04 3129.45 200.985 109.904 2928.47 4977.46 639.577 2048.2 1684.53 4138.15 570.818 6339.19 273.877 162.241 111.637 529.541 291.101 503.525 13.2408 2398.93 2017.01 141.687 24.641 internal_count=911180 806906 637254 499918 104274 137336 24708 322956 176962 41939 13133 135023 249628 73328 59962 52292 210331 21952 169652 23500 17646 5854 23214 9205 19571 283 111809 86516 6797 747 is_linear=0 shrinkage=0.01 Tree=514 num_leaves=31 num_cat=0 split_feature=5 1 2 2 2 2 0 3 2 1 0 5 6 5 1 5 5 2 5 3 1 2 7 2 2 2 5 2 5 5 split_gain=34.3623 31.296 24.0418 19.5949 37.8587 20.6795 18.6007 16.5192 16.3242 29.4529 22.5257 17.2322 15.3941 14.6884 21.4101 13.614 12.2992 12.5274 10.3461 11.994 11.9283 10.1434 10.1079 9.44842 8.46099 14.2879 27.8437 35.7987 38.0918 16.344 threshold=3.5000000000000004 0.051836094939543158 0.92890109890109895 0.51530771633864425 0.48492424242424242 0.58363746958637475 1.0000000180025095e-35 27.500000000000004 0.16749174917491746 0.76024883359253514 1.0000000180025095e-35 1.0000000180025095e-35 300.50000000000006 1.0000000180025095e-35 0.51363749070171105 303.50000000000006 212.50000000000003 0.98004975124378124 16.500000000000004 29.500000000000004 1.0000000180025095e-35 0.21498599439775909 1.0000000180025095e-35 0.99040761869709237 0.5884438881935754 0.68783602150537648 51.500000000000007 0.66349106014087067 15.500000000000002 41.500000000000007 decision_type=2 2 2 2 2 2 2 8 2 2 2 2 8 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 left_child=3 15 6 4 7 -5 12 22 10 11 -9 -10 -3 -6 -15 16 18 -18 19 -2 -20 -11 -1 -19 -14 26 27 29 -29 -26 right_child=1 2 -4 5 13 -7 -8 8 9 21 -12 -13 24 14 -16 -17 17 23 20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.00097273366906158927 5.3456281909032743e-05 0.060696038204609594 -0.0048455300697142992 -0.0021010141965191504 0.00075137919013418253 5.4211561767507925e-05 0.0011789833111224514 0.0021020383487920765 0.00071480099425553026 -0.0031686854055708157 0.00027824218246892018 -0.0016592550359209965 -0.0011695569748668207 0.0025537668493705789 0.04013623508760554 -0.0053901275919943595 -0.0013702198936521067 0.017434101509420208 -0.0016988613837816719 0.0036656592031712623 0.0015433454982330932 -0.0095354702668773942 0.010401687486989166 0.0053073344474113557 -0.00082716857456667113 -0.00099857669041905628 -0.00097882701341766741 0.00012949789246732482 0.0084483601756101898 0.0065849103189929894 leaf_weight=1043.3663005025592 143.72127419291064 0.40688951872289181 140.19722591107711 508.17887495155446 688.67030143784359 3592.3517701046076 507.79333486128598 1079.6740656681359 1156.0320314462297 84.875492502469569 1816.7534686676227 415.68215410667472 3245.2800957656 1128.0830221569631 1.5178620070219029 30.275701698148623 12.169303658185525 11.989791095489636 197.07423117943108 255.04822060931474 267.49543873150833 35.485199816524982 7.8716589175164691 13.84291188349016 292.32971822633408 1807.269267286174 663.69260620232671 92.307052160613239 136.34835379617289 33.1199451002758 leaf_count=44012 6180 4 14294 21997 22734 126285 22366 21275 40970 2921 52526 16580 220507 34316 19 2552 618 133 4963 5041 14634 1610 836 472 19150 146041 55495 5167 5307 2175 internal_value=0 -0.000514931 -0.00074662 0.000342393 0.000647694 -0.000212886 -0.000661844 0.000243145 0.000502193 -0.00027818 0.000958082 8.69179e-05 -0.000810911 0.00190249 0.00260427 0.00120573 0.00142728 0.00699504 0.0011822 0.00236378 0.000167975 -0.00504577 -0.000887562 0.0109358 -0.000814902 -0.000434429 0.000402792 0.00205766 0.00509008 -7.28656e-05 internal_weight=0 7850.36 6918.74 11558.5 7458.01 4100.53 6778.55 5639.74 4588.5 1692.07 2896.43 1571.71 6270.75 1818.27 1129.6 931.617 901.341 38.002 863.339 398.769 464.57 120.361 1051.24 25.8327 6270.35 3025.07 1217.8 554.105 228.655 325.45 internal_count=911180 525099 490506 386081 237799 148282 476212 180730 135882 62081 73801 57550 453846 57069 34335 34593 32041 1223 30818 11221 19597 4531 44848 605 453842 233335 87294 31799 10474 21325 is_linear=0 shrinkage=0.01 Tree=515 num_leaves=31 num_cat=0 split_feature=4 5 3 3 1 2 2 2 2 1 2 2 5 1 5 4 5 5 2 2 5 5 2 5 5 2 1 4 5 5 split_gain=52.8118 24.8704 21.8176 21.1791 20.6953 19.1259 17.2545 16.3344 18.0128 15.557 15.1794 21.2861 16.4117 70.8035 28.4241 16.0662 14.4308 20.6587 14.0749 17.7441 14.4758 13.5621 13.2449 15.903 13.1448 13.0508 17.7791 12.3445 12.3183 12.2268 threshold=2.5000000000000004 53.500000000000007 28.500000000000004 29.500000000000004 0.25092592592592594 0.50155279503105599 0.47637648809523808 0.87439320388349528 0.87577160493827166 0.90508365508365518 0.95260557053009898 0.94754041967664271 212.50000000000003 0.20701970443349751 26.500000000000004 5.5000000000000009 11.500000000000002 9.5000000000000018 0.49341991341991348 0.16749174917491746 1.0000000180025095e-35 1.0000000180025095e-35 0.51234756097560985 50.500000000000007 50.500000000000007 0.68457101658255237 0.31601439496176342 1.5000000000000002 31.500000000000004 1.5000000000000002 decision_type=10 2 10 8 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 2 8 2 2 left_child=1 3 9 6 10 18 21 -7 16 -3 11 12 14 -14 15 -2 17 -9 19 29 -21 -1 -8 -24 -13 26 -6 -22 -29 -5 right_child=4 2 -4 5 25 7 22 8 -10 -11 -12 24 13 -15 -16 -17 -18 -19 -20 20 27 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.00010553693099083796 -0.00050115683148297199 0.00067351474231655019 -0.0013129908795603681 0.00086716330437187656 0.025571844876639188 -0.00041279232907431791 0.0015570498840056515 0.0055167860358397028 0.00080358871040773334 -0.017254339859763816 -0.0033400709707366387 0.016810102631489687 -0.0074221923119879253 0.021923506005883553 -0.0054706789314137192 0.0034453611015568333 -0.0043613017125581242 0.022720460600899689 0.0019017409518706741 0.00080866384518427331 -0.00030510679753023665 -0.0015876512263685069 -8.5124691023585745e-05 0.0073012358743367537 -0.006940017763847825 -0.0055036684389702228 -0.0021211812539102337 -0.0039861449719796778 0.00373437918850576 0.0025129659746816343 leaf_weight=1387.8550668708049 388.18822331656702 900.9302172632888 1874.1286520489957 1874.334595000837 2.3235851859208188 2366.925667463569 702.56898487452418 26.040083181578666 1041.6971359071322 4.8663980350829652 139.42477558203973 11.884876001393421 16.844827360473573 16.060978113673627 92.15865569585003 140.48455690708943 8.5195570916403067 9.5362970100250077 1322.0050070860889 915.54637489421293 612.42343037505634 1112.1303251008503 2460.9010447056498 29.497980060288683 2.8987390832044175 123.19487733393908 1019.0266790320165 184.97332992963493 23.265350154135376 594.59369141841307 leaf_count=45659 19686 61753 133356 46786 385 99144 26062 819 27887 237 7106 144 2410 854 21067 3670 335 117 40598 31705 27868 59191 122370 1375 382 19263 84466 10123 1765 14597 internal_value=0 0.000170158 -0.000697102 0.00033447 -0.00156404 0.000636975 -0.000142689 5.30647e-05 0.00106859 0.000577197 -0.000338669 0.000287295 1.89584e-05 0.00690113 -0.000345816 0.000547554 0.0073288 0.0101283 0.00100173 0.000718791 -5.5831e-05 -0.000764862 0.000344452 2.36439e-06 0.0121532 -0.00242904 -0.00205818 -0.00102028 -0.00312357 0.00126352 internal_weight=0 17452.7 2779.93 14672.8 1952.49 8979.86 5692.95 3452.72 1085.79 905.797 807.946 668.521 653.737 32.9058 620.831 528.673 44.0959 35.5764 5527.14 4205.14 1736.21 2499.99 3192.97 2490.4 14.7836 1144.55 1021.35 820.662 208.239 2468.93 internal_count=911180 751747 195346 556401 159433 301744 254657 128302 29158 61990 55319 48213 47687 3264 44423 23356 1271 936 173442 132844 71461 104850 149807 123745 526 104114 84851 39756 11888 61383 is_linear=0 shrinkage=0.01 Tree=516 num_leaves=31 num_cat=0 split_feature=9 9 9 0 2 0 4 9 4 9 4 2 2 2 2 4 2 9 4 9 2 9 2 9 9 2 9 9 9 9 split_gain=208.484 30.4878 47.6163 27.9224 26.4796 65.9299 30.1945 21.8684 20.4869 23.9037 18.8022 18.2551 18.074 26.8909 20.3514 16.5964 16.2675 17.5478 15.5796 18.2095 15.0526 17.0751 14.901 21.5508 14.3042 13.9994 13.9122 15.602 15.5111 15.334 threshold=2.0250000000000004 4.3750000000000009 5.4450000000000012 1.0000000180025095e-35 0.16749174917491746 1.0000000180025095e-35 1.5000000000000002 5.3950000000000005 11.500000000000002 4.8950000000000005 2.5000000000000004 0.24165739710789766 0.67403517342452379 0.8185736677115989 0.66349106014087067 3.5000000000000004 0.13453458306399482 5.3750000000000009 1.5000000000000002 2.0250000000000004 0.61374887488748886 1.9550000000000003 0.73703419131771042 4.3550000000000013 9.1600000000000019 0.16749174917491746 4.7650000000000006 4.9150000000000009 5.2750000000000012 5.3150000000000004 decision_type=10 10 10 2 2 2 10 10 10 10 10 2 2 2 2 8 2 10 10 8 2 8 2 8 10 2 10 10 10 10 left_child=3 10 4 11 5 -3 7 26 16 -10 -2 -1 14 -14 15 20 17 -7 19 -16 21 -13 25 -24 -4 -12 -6 -28 -29 -30 right_child=1 2 24 -5 6 8 -8 -9 9 -11 22 12 13 -15 18 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 28 29 -31 leaf_value=-0.00011461943974558053 0.00019245947525880437 0.0024148612063262451 0.00021888915830955578 0.0035654770589990791 -0.0023778331796166538 -0.0030634370703072366 -0.0028258199551271009 -0.0060354014012037197 -0.0071534211166598876 0.014364479411202736 0.00054738995038605448 0.0010848501940204014 -0.0016066612987589084 0.0031759899360882006 0.0012690181144358031 -0.0049474738410333107 0.0088227859068590198 0.0034012327225631366 -0.0016446510562522824 0.012907760545292002 -0.0010881155248075802 0.0040339333985477434 0.0019139950072429668 0.066714973845703393 -0.0024656717392054252 -0.0050064810848403675 0.00092930449146313521 -0.001488794075002446 0.0032148225417587138 -0.00086849774857788835 leaf_weight=466.66484215389937 6058.7927984879352 579.6798174676951 3562.2140069501474 1159.4316773442551 593.99925906118006 636.52075020573102 1598.2467685202137 88.779407880268991 7.7742340927943614 15.367579830111934 62.04920751019381 290.56064148060977 265.75638880115002 210.82380862813443 18.59365382604301 29.417231581173837 12.616416643606497 44.953796907328069 14.821463725529609 48.524561166763306 96.044377653859556 605.39207819290459 47.318686457583681 0.51884399424306948 210.19181075808592 168.99720017705113 487.78231601207517 1634.5381866462994 151.87877438776195 233.13637950434349 leaf_count=12230 156818 14001 196002 44312 34747 23321 156678 8314 223 184 1643 7627 5781 6552 493 648 327 1240 315 912 1972 23432 1807 44 43238 9340 22940 109341 9299 17399 internal_value=0 -0.000465514 -0.000813406 0.00232558 -0.00136062 -9.31056e-05 -0.00170393 -0.00114186 -0.00212009 0.00713578 7.56016e-05 0.00162315 0.00213644 0.00050903 0.00283938 0.00245471 -0.00242869 -0.00263699 0.00763443 0.0096835 0.00267422 0.00307754 -0.00246315 0.00261682 6.93102e-05 -0.00351495 -0.00100177 -0.00067578 -0.00106346 0.000742269 internal_weight=0 16195.4 9857.68 3206.03 6085.27 1296.91 4788.36 3190.11 717.233 23.1418 6337.68 2046.6 1579.93 476.58 1103.35 1021.41 694.091 681.475 81.9397 67.1182 991.997 895.953 278.884 47.8375 3772.41 231.046 3101.33 2507.34 2019.55 385.015 internal_count=911180 806906 637254 104274 398014 39296 358718 202040 25295 407 169652 59962 47732 12333 35399 33679 24888 24561 1720 1405 33031 31059 12834 1851 239240 10983 193726 158979 136039 26698 is_linear=0 shrinkage=0.01 Tree=517 num_leaves=31 num_cat=0 split_feature=9 9 9 4 1 0 1 2 2 2 2 1 0 9 4 9 9 4 1 1 1 0 1 0 9 9 4 9 2 9 split_gain=204.515 29.9347 35.6019 35.3314 27.6871 27.4568 22.1527 17.9173 17.7474 26.3695 19.9472 17.4575 39.1 19.8179 16.6413 18.3885 16.6357 16.2836 15.7369 51.0838 19.6862 31.4279 25.1592 17.8323 19.2809 35.1129 15.2899 17.8756 14.778 16.8019 threshold=2.0250000000000004 3.5950000000000002 5.4850000000000012 1.5000000000000002 0.82683658170914553 1.0000000180025095e-35 0.85791925465838526 0.24165739710789766 0.67403517342452379 0.8185736677115989 0.66349106014087067 1.0000000180025095e-35 1.0000000180025095e-35 4.205000000000001 11.500000000000002 4.9150000000000009 5.4250000000000007 3.5000000000000004 0.49844720496894418 0.41476388168137007 0.50144508670520238 1.0000000180025095e-35 0.98936170212765973 1.0000000180025095e-35 5.2650000000000006 5.3050000000000006 1.5000000000000002 2.0250000000000004 0.61374887488748886 1.9550000000000003 decision_type=10 10 10 10 2 2 2 2 2 2 2 2 2 10 10 10 10 8 2 2 2 2 2 2 10 8 10 8 2 8 left_child=5 -2 3 11 14 7 -6 -1 10 -10 17 12 16 -14 -5 -16 -3 28 19 -13 23 22 -22 24 -20 -26 27 -12 29 -9 right_child=1 2 -4 4 6 -7 -8 8 9 -11 26 18 13 -15 15 -17 -18 -19 20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0001134727416267799 0.00023480019598216094 0.001983058271164931 0.00010292749295596018 -0.0024612275652834137 0.0099057422020473723 0.0035351918959461454 1.0525284755531028e-05 0.00107415975747764 -0.001590789827827475 0.0031462428944045956 0.0012566741819899677 -0.00085862656924556445 0.0020672989507087049 -0.0022535957884545778 -0.0026343100352909316 0.012421002232999231 -0.0069744131380602026 -0.0049029161968692173 -0.0020644740149298427 -0.0048165870822710465 -0.00098483635346741549 -0.0046842264420682237 0.0032304629770353878 0.0025545126065418377 0.015740218932989627 -0.0015507404440029758 -0.0016276954781074416 0.012790866908894421 -0.0010772307920833622 0.0040005197707334026 leaf_weight=466.66695544309914 4474.0379489078186 791.10878219269216 3587.9801796528045 2238.9770298106596 30.927337782923132 1157.6794543312863 84.271677812095731 290.51810547430068 265.72395111247897 210.68960903398693 18.588556697592139 1737.4355594327208 129.89710738137364 580.57543719327077 16.53970326972194 15.922884468454866 21.291436872910708 29.387877675704658 226.99167760694399 401.43599325302057 1077.1196168388706 202.00269040698186 163.0225486070849 359.46409416617826 18.489761373028159 32.192248691106215 14.826076102443038 48.478572526946664 96.044692813418806 604.34928622096777 leaf_count=12230 101816 12944 225477 189147 1279 44312 3360 7627 5781 6552 493 116443 2305 17138 765 440 399 648 10869 29409 71698 8492 3685 9204 446 1590 315 912 1972 23432 internal_value=0 -0.000461027 -0.000726754 -0.00109302 -0.0021156 0.00230455 0.00266708 0.00160798 0.00211687 0.00050412 0.00281397 -0.000667914 0.000249839 -0.0014636 -0.00235816 0.00475031 0.0017483 0.00243284 -0.000999249 -0.00160148 -0.000379759 -0.00102651 -0.000430715 0.00108414 -0.000819333 0.00475733 0.00756241 0.00959401 0.0026504 0.00305048 internal_weight=0 16189.7 11715.6 8127.67 2386.64 3202.95 115.199 2045.27 1578.61 476.414 1102.19 5741.03 1522.87 710.473 2271.44 32.4626 812.4 1020.3 4218.15 2138.87 2079.28 1442.14 1240.14 637.138 277.674 50.682 81.8932 67.0671 990.912 894.867 internal_count=911180 806906 705090 479613 194991 104274 4639 59962 47732 12333 35399 284622 32786 19443 190352 1205 13343 33679 251836 145852 105984 83875 75383 22109 12905 2036 1720 1405 33031 31059 is_linear=0 shrinkage=0.01 Tree=518 num_leaves=31 num_cat=0 split_feature=9 9 5 9 4 1 5 9 9 9 5 9 9 5 5 4 1 1 1 4 1 5 5 9 3 5 9 9 9 4 split_gain=200.619 29.5182 49.1736 39.637 27.5166 26.0099 34.4467 76.7463 25.6257 22.3865 20.4123 21.9306 19.8496 31.3861 23.7325 39.3226 21.5225 18.7865 18.4428 18.3613 21.6644 24.3721 19.9696 19.3417 19.4547 17.0237 17.4145 16.8839 16.5016 16.4874 threshold=2.0250000000000004 4.3750000000000009 107.50000000000001 5.4850000000000012 1.5000000000000002 0.82683658170914553 87.500000000000014 5.3050000000000006 5.955000000000001 6.0250000000000012 35.500000000000007 4.7650000000000006 9.1600000000000019 17.500000000000004 7.5000000000000009 5.5000000000000009 0.63673020527859248 0.74891304347826104 0.85791925465838526 2.5000000000000004 0.26344707923655292 98.500000000000014 117.50000000000001 4.3550000000000013 29.500000000000004 28.500000000000004 4.535000000000001 4.8950000000000005 4.5150000000000006 2.5000000000000004 decision_type=10 10 2 10 10 2 2 10 10 10 2 10 10 2 2 10 2 2 2 10 2 2 2 8 10 2 10 10 10 10 left_child=-1 19 3 4 10 -6 18 -8 -4 -10 11 25 16 14 15 -14 -5 -17 -7 -2 21 23 -23 -21 -25 28 -27 -13 -3 -11 right_child=1 2 8 12 5 6 7 -9 9 29 -12 27 13 -15 -16 17 -18 -19 -20 20 -22 22 -24 24 -26 26 -28 -29 -30 -31 leaf_value=0.0022836887310390716 0.00019118790177543519 -0.00023488180367124925 -0.0037034671304906697 0.00096596119754822744 -0.0024240788215657322 0.0093480968820405571 -0.010075392534917644 0.23624196319507179 0.0077863550393843153 -6.4276386394444468e-05 -0.0030250328041823778 0.0018302854617229258 -0.0069341218276636482 -0.0070696318254328825 0.006792974107655665 0.016920768197715843 -0.0012619047689747412 -0.010085849141355225 -0.00035295107084972794 -0.00037996031873827692 -0.0045002835896157311 0.064064516720681461 0.013040985978836747 -0.010587551352429584 0.10278431965769118 -0.0066244695859551941 0.018514170244543268 -0.000331475813387686 -0.0036890445171522909 -0.0064755361094666602 leaf_weight=3199.9161449829116 6058.1835787196178 223.8659198875539 811.73634589207359 2398.9235832686536 1586.5713382102549 27.827369593083858 0.3358146850951006 0.20293340226635337 30.773203825810924 224.39503669715486 316.76266433321871 419.91330606257543 52.066743449540809 90.054021788295358 42.079096417641267 12.207971909083424 529.30116726155393 3.2645389284007242 66.259117508074269 91.239830092294142 179.83681594161317 0.88551461091264982 5.7340794366318733 0.25949453446082671 0.36322970828041434 4.261003405088557 7.8002595065627247 2587.9287343204487 361.87550517823547 48.841719990363345 leaf_count=104274 156818 8158 112628 111809 128034 989 75 28 1208 14818 31720 13762 9980 28806 2940 140 23214 73 2631 2884 9649 39 215 23 24 279 513 118518 18249 8682 internal_value=0 -0.000456591 -0.00079918 -0.000546572 -0.00104995 -0.00212032 0.00297283 0.0827064 -0.00277601 -0.000299624 -0.000591183 -0.000377365 0.000355235 -0.00269542 0.000898095 -0.0027746 0.000563256 0.0112227 0.00251627 7.58087e-05 -0.00243566 0.00133453 0.0198665 -8.77487e-07 0.0555413 -0.00212674 0.00963319 -2.96806e-05 -0.00236889 -0.0012103 internal_weight=0 16183.7 9847.25 8731.5 5603.6 1681.2 94.6252 0.538748 1115.75 304.01 3922.41 3605.64 3127.9 199.672 109.618 67.5393 2928.22 15.4725 94.0865 6336.5 278.319 98.4821 6.61959 91.8626 0.622724 597.803 12.0613 3007.84 585.741 273.237 internal_count=911180 806906 637254 499918 322956 131757 3723 103 137336 24708 191199 159479 176962 41939 13133 10193 135023 213 3620 169652 12834 3185 254 2931 47 27199 792 132280 26407 23500 is_linear=0 shrinkage=0.01 Tree=519 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 9 10 10 9 10 5 1 9 5 10 9 3 2 3 5 9 9 9 1 9 3 1 1 split_gain=2940.65 1771.4 205.381 149.493 90.4604 48.2597 47.6274 33.6944 31.1547 21.9114 19.7756 17.5733 17.2257 27.1501 29.5173 16.8208 15.8604 15.212 18.1145 18.1004 32.3009 16.256 15.1348 35.6441 15.6262 13.8389 13.7334 12.2765 11.9652 15.611 threshold=0.00042608799412840006 0.99989646673202526 6.1143434777477532e-06 0.51461192965507518 3.5050000000000003 0.98755538463592529 5.7250000000000005 8.8300000000000018 0.99998754262924205 7.0975467679090811e-05 3.1450000000000005 0.0028879296733066002 37.500000000000007 0.65419580419580436 8.0200000000000014 182.50000000000003 8.8294510192099562e-07 4.8650000000000011 28.500000000000004 0.27320574162679429 27.500000000000004 225.50000000000003 2.5450000000000004 2.5750000000000006 2.4350000000000005 0.15831244778613199 1.3750000000000002 27.500000000000004 0.87585616438356173 0.75110619469026563 decision_type=2 2 2 2 10 2 10 8 2 2 8 2 2 2 10 2 2 10 8 2 10 2 8 8 10 2 8 10 2 2 left_child=2 3 16 4 15 10 9 -7 -3 -4 26 -6 -8 -14 -15 22 -1 18 21 20 -19 -13 24 -24 -2 -17 -5 -27 29 -28 right_child=1 8 6 5 11 7 12 -9 -10 -11 -12 17 13 14 -16 25 -18 19 -20 -21 -22 -23 23 -25 -26 27 28 -29 -30 -31 leaf_value=-0.0096230689598353122 -0.0025739644765729553 0.0066757215454856028 -0.0063982524483290051 0.0040189188380851879 -0.00089974452612236178 0.0029126612620145524 -0.0022355489251525158 0.0078228225603794131 0.0099980728539279928 -0.0041180553214182139 0.0015975985281150959 -0.0031741423087462608 0.0019887627591972058 0.011876161414151929 0.067826898849968065 -0.0075755212636267411 -0.007911239052585348 -0.0049270413755639489 0.00049914936253308271 0.001744195035057728 0.00085468618584598282 0.0081147018993967431 0.0059274446582984674 -0.0016654245716054405 -0.0071437130250786556 0.01058154536415796 -0.0012967670086326117 0.0016849535515143549 0.0034557478177269043 -0.014600929849149354 leaf_weight=1693.9418339037802 529.34152619354427 321.88219416514039 881.18934039911255 60.594533044844866 709.32608084985986 1265.9274858478457 163.886911110254 157.09771001338959 2292.3101983536035 807.72380259027705 2811.2544849161059 228.96875970065594 63.387434860225767 3.6287555063609025 1.2739153509028254 12.696760281920431 795.37874122755602 117.59540694765747 1007.6711440831423 1918.3487641494721 541.90951282624155 13.508563607931135 63.580952124670148 2240.8023233041167 87.148141171783209 19.624822496436536 429.1725826561451 73.984933221712708 53.109480120241642 9.0047726556658727 leaf_count=365205 3498 9783 92112 564 29858 13727 11609 6294 115548 46640 15720 3014 6030 331 38 138 126635 1008 11957 23839 4374 239 375 17630 634 191 2822 900 417 50 internal_value=0 0.00211077 -0.00718039 0.000527896 -0.000347227 0.00191102 -0.00472395 0.00345473 0.009589 -0.00530775 0.00125784 0.000545992 -0.000477279 0.00374233 0.0264145 -0.00168604 -0.00907611 0.000813886 -9.13356e-05 0.00125288 -0.000176246 -0.00254523 -0.00182825 -0.00145593 -0.00321995 0.00222129 -0.000472851 0.00355008 -0.00102686 -0.00157017 internal_weight=0 14964.9 4410.41 12350.7 7564.51 4786.16 1921.09 1423.03 2614.19 1688.91 3363.14 4537.33 232.177 68.2901 4.90267 3027.18 2489.32 3828 1250.15 2577.85 659.505 242.477 2920.87 2304.38 616.49 106.307 551.881 93.6098 491.287 438.177 internal_count=911180 262580 648600 137249 97655 39594 156760 20021 125331 138752 19573 74289 18008 6399 369 23366 491840 44431 15210 29221 5382 3253 22137 18005 4132 1229 3853 1091 3289 2872 is_linear=0 shrinkage=0.01 Tree=520 num_leaves=31 num_cat=0 split_feature=4 5 1 2 2 2 2 5 1 5 4 5 5 8 1 5 5 2 1 7 5 4 2 5 5 5 5 5 5 5 split_gain=49.8102 23.1046 19.5983 16.1963 16.0217 14.8291 20.8319 16.3785 68.9195 27.3685 15.3173 14.7602 17.0333 14.7509 13.4146 14.1349 12.8497 12.82 17.3416 11.8964 11.589 10.4598 10.396 18.3827 14.0388 10.4325 8.90316 9.77476 33.3058 17.0501 threshold=2.5000000000000004 53.500000000000007 0.25092592592592594 0.97385509227614497 0.99261982570806107 0.95260557053009898 0.94754041967664271 212.50000000000003 0.20701970443349751 26.500000000000004 5.5000000000000009 261.50000000000006 214.50000000000003 11406.500000000002 0.062895569620253167 59.500000000000007 50.500000000000007 0.68457101658255237 0.31601439496176342 1.0000000180025095e-35 15.500000000000002 3.5000000000000004 0.64262062440870393 7.5000000000000009 1351.5000000000002 324.50000000000006 56.500000000000007 10.500000000000002 20.500000000000004 47.500000000000007 decision_type=10 2 2 2 2 2 2 2 2 2 10 2 2 8 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 left_child=1 13 5 14 11 6 7 9 -9 10 20 12 -5 -1 -3 -16 -8 18 21 -15 -2 -4 25 -24 -25 -20 27 -23 -29 -30 right_child=2 3 17 4 -6 -7 16 8 -10 -11 -12 -13 -14 19 15 -17 -18 -19 22 -21 -22 26 23 24 -26 -27 -28 28 29 -31 leaf_value=0.015063819744059345 -0.0011226299107773704 -0.0049070047185490913 -0.0095147470387995335 0.0045869664077091265 -0.0004635567115704497 -0.0033022683958551309 0.016631768080754658 -0.0073696007341168702 0.021629682710841407 -0.0054047572554572574 0.0033736605443722414 -0.013093579016938755 0.017596790681450283 0.0003085424481495146 -0.0041986530035899297 -0.0005770236286148239 -0.0069496751831513784 -0.0054359659482338622 -0.002250271608104639 0.0096588973480746659 0.0042560632542993386 0.022226232193295083 0.0035249162834393478 -0.0048090939817627748 0.06744081219541076 -0.008423220265295437 -0.010108904058421559 0.18088131341175284 -0.010054267421376703 0.11580094657753193 leaf_weight=6.7864117408171296 340.94182104151696 79.671888934215531 0.63539132336154525 59.649355651345104 92.053667625412345 138.74542724783532 11.87890424299985 16.640522347996011 16.148296971339732 90.982014855137095 139.65048960316926 3.9416877205949268 12.106103461701421 14591.267829739954 112.82128221564926 2405.5746493216138 2.8687934582121661 121.73398784862366 857.28227624855936 13.619616248644887 45.391527022933587 0.69601877965033032 79.94311973778531 46.12978657358326 0.27051757485605676 28.281374068465084 0.31425887928344298 0.20909468247555196 0.33557810122147202 0.15847745724022388 leaf_count=221 16794 6067 133 1285 3431 7106 144 2410 854 21067 3670 294 147 554912 7969 176153 382 19263 69531 1268 2892 52 3156 6586 23 5170 81 16 71 32 internal_value=0 0.000165469 -0.00152426 -0.000672628 0.00233892 -0.000328741 0.000292119 2.53694e-05 0.00691237 -0.000340642 0.000535323 0.00574695 0.0067819 0.000324111 -0.000867076 -0.000739269 0.0120446 -0.0023696 -0.00200156 0.000317262 -0.00049067 0.0251389 -0.00206456 0.000618902 -0.00438787 -0.00244741 0.0379895 0.0487926 0.0750895 0.0303161 internal_weight=0 17377.5 1939.24 2765.82 167.751 803.248 664.502 649.755 32.7888 616.966 525.984 75.6971 71.7555 14611.7 2598.07 2518.4 14.7477 1135.99 1014.26 14604.9 386.333 2.34882 1011.91 126.343 46.4003 885.564 1.71343 1.39917 0.70315 0.494056 internal_count=911180 751747 159433 195346 5157 55319 48213 47687 3264 44423 23356 1726 1432 556401 190189 184122 526 104114 84851 556180 19686 385 84466 9765 6609 74701 252 171 119 103 is_linear=0 shrinkage=0.01 Tree=521 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 4 0 3 1 3 1 1 3 1 1 3 3 1 1 3 4 3 3 3 3 3 split_gain=2897.82 1756.15 205.575 146.708 47.2029 33.6364 31.351 25.3841 15.968 14.5704 12.7549 15.4404 9.98435 17.7004 13.8527 18.3936 10.8554 10.0017 9.75331 17.5674 9.37548 9.11041 8.59854 9.65759 8.66775 8.17521 7.40562 10.7762 8.06891 8.54655 threshold=0.00042608799412840006 0.99989646673202526 6.1143434777477532e-06 0.78322452306747448 0.011652591172605703 0.99473056197166454 0.99998754262924205 5.9116524425917312e-05 8.8294510192099562e-07 2.5000000000000004 1.0000000180025095e-35 29.500000000000004 0.61138079827400227 19.500000000000004 0.71483516483516496 0.68438714235252573 22.500000000000004 0.68772163120567387 0.5100040016006403 23.500000000000004 42.000000000000007 0.18142633228840127 1.0000000180025095e-35 20.500000000000004 1.5000000000000002 18.500000000000004 6.5000000000000009 4.5000000000000009 9.5000000000000018 23.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 8 2 8 2 10 2 2 10 2 2 8 10 2 2 10 10 10 10 10 10 10 left_child=2 3 8 4 20 18 -3 -4 -1 -7 12 -12 26 14 15 25 -15 -17 19 -5 21 22 23 -2 -24 -14 27 -6 -28 -30 right_child=1 6 7 5 10 9 -8 -9 -10 -11 11 -13 13 16 -16 17 -18 -19 -20 -21 -22 -23 24 -25 -26 -27 28 -29 29 -31 leaf_value=-0.0096179324217742501 -0.005836336906868478 0.0066484924899133649 -0.0058935673690791758 0.0045945016926059439 -0.00051540661420396302 0.0041665467175097263 0.0099919089666429001 -0.0035876476809569304 -0.0078929357410215985 0.00057095364961742032 -0.0018277057530113902 0.00020259070051829465 -0.0062517151817062825 0.0077080591857014106 -0.0083397350908369812 0.024927021239646546 -5.6200426819829098e-05 0.0040255015480132649 0.00061134640079172329 0.0016164503684902335 0.030544379115800813 -0.0017258386071735397 0.0024144307764356969 -0.00072238030754887385 -0.0020083497736765187 0.0078854425480335104 -0.0030054261241175139 0.0065890834664411738 0.0023738877710682187 0.00064977144666220749 leaf_weight=1677.185213692137 39.967429764568806 319.98713001795113 920.2031861518044 228.19612673297524 36.16405401751399 939.74800177104771 2270.4038331080228 992.05807311297394 789.10808953712694 128.05988369230181 543.98132169246674 1202.8007649369538 27.180602861568335 18.385385923087597 46.560329660773277 3.5367045924067479 875.32055278494954 6.491320475935936 701.33763339743018 1500.9825426768512 0.92295116931199928 1764.8205944960937 164.62260181736201 485.57204361539334 60.631554869934916 4.8151236325502387 56.402087898924947 52.120205441489816 316.49295435659587 3139.9546223711222 leaf_count=365205 718 9783 98610 1483 238 15248 115548 58150 126635 1441 3280 7021 213 151 312 16 6402 60 4779 10158 5 45069 3706 7058 2162 35 429 391 2239 24635 internal_value=0 0.00209315 -0.00715804 0.000522395 -0.000163122 0.00225596 0.0095789 -0.00469728 -0.00906601 0.00373534 0.000297437 -0.000429682 0.000574549 -0.000319095 -0.00458284 -0.000420374 0.000103527 0.0113971 0.00160603 0.00200946 -0.00132163 -0.00133332 -0.000410673 -0.0011113 0.00122395 -0.00412418 0.00081831 0.00367886 0.000746419 0.000807642 internal_weight=0 14935.5 4378.55 12345.1 8846.74 3498.32 2590.39 1912.26 2466.29 1067.81 6330.21 1746.78 4583.42 982.29 88.5841 42.0238 893.706 10.028 2430.52 1729.18 2516.54 2515.61 750.794 525.539 225.254 31.9957 3601.13 88.2843 3512.85 3456.45 internal_count=911180 262580 648600 137249 104140 33109 125331 156760 491840 16689 45422 10301 35121 7189 636 324 6553 76 16420 11641 58718 58713 13644 7776 5868 248 27932 629 27303 26874 is_linear=0 shrinkage=0.01 Tree=522 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 9 10 9 10 5 1 10 9 10 10 4 5 9 5 9 4 9 9 5 4 1 5 4 split_gain=2857.32 1758.4 181.455 150.75 87.7662 53.2548 46.6551 33.5757 31.5537 26.7897 22.4321 21.4049 37.7488 23.1706 39.3551 17.1087 16.0768 15.7317 16.4961 15.9705 15.332 24.5241 23.0675 21.3294 20.4218 15.3484 15.2727 13.6805 13.6682 14.7765 threshold=0.00032736793218645006 0.99989646673202526 6.1143434777477532e-06 0.3781151175498963 3.7350000000000008 0.98755538463592529 5.8950000000000005 8.8300000000000018 0.99998754262924205 4.8650000000000011 0.0055486904457211009 49.500000000000007 0.65419580419580436 5.4114738304633654e-05 6.6150000000000011 3.4846319977077662e-05 8.8294510192099562e-07 1.5000000000000002 39.500000000000007 6.2350000000000012 6.5000000000000009 6.0450000000000008 4.5000000000000009 7.6450000000000005 6.1250000000000009 3.5000000000000004 3.5000000000000004 0.78596059113300509 2.5000000000000004 1.5000000000000002 decision_type=2 2 2 2 10 2 10 8 2 8 2 2 2 2 10 2 2 10 2 10 2 10 10 10 10 2 10 2 2 10 left_child=2 3 16 4 10 9 15 26 -3 -5 -2 -8 -13 14 -14 -4 -1 -6 -19 27 21 -11 23 -22 28 -26 -7 -20 29 -23 right_child=1 8 6 5 17 7 11 -9 -10 20 -12 12 13 -15 -16 -17 -18 18 19 -21 22 24 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0096129437211241626 -0.0029977224926585125 0.0066209784495728464 -0.0067076137718309727 0.00023835777768315571 0.00091243256372285217 0.0031841963261252941 -0.0020367041757001474 0.0077899450179847061 0.009985785297701319 0.0017809411489529703 -0.001164821776200116 0.0033300067190990563 0.015682141801087072 0.013020592060568017 0.11587505173842455 -0.0045696634981602846 -0.007874891147957851 -0.00106539226691883 0.00041969121508683661 0.0080069931345966745 0.0026937681108074401 -0.015397410969700721 -0.0058337859582533085 0.0076852113662389688 0.0013031245213375045 -0.0060192502954995461 -0.00092142187690472436 0.018889681141475968 0.0054132355700283801 0.0019020251967605132 leaf_weight=1661.3543623397127 973.27984524704516 318.11311225313693 613.09321160870604 1788.4344423003495 2798.4185535381548 1162.2624059338123 139.28193050110713 155.44350104406476 2249.1844928264618 1237.4770701378584 2126.8116458430886 42.254054730758071 0.77557139052078061 1.6984052257612345 0.7927643284201622 961.00759343802929 783.03755579236895 936.79961961880326 200.76049685105681 36.043640205636621 650.55383095145226 23.137726835906509 28.382306963205338 98.583468556404114 114.9546302780509 38.118136465549469 98.266617693006992 4.0919563421048215 5.5428047627210608 6.2769785076379767 leaf_count=365205 14326 9783 70489 9713 45659 12688 10137 6294 115548 8008 12696 3828 91 61 45 65614 126635 19508 7833 641 3439 136 161 506 650 232 1039 158 29 28 internal_value=0 0.00203167 -0.00729369 0.000481623 -0.000479002 0.0017387 -0.00484433 0.00340488 0.00956885 0.00114762 -0.00174026 -9.10773e-05 0.00586204 0.0386129 0.0663278 -0.00540237 -0.00905618 0.000504378 -0.000465235 0.00186867 0.00188578 0.00126966 0.00301536 0.00335062 -0.00209519 -0.000520291 0.00286414 0.000788632 -0.00899142 -0.0117058 internal_weight=0 15050.9 4203.3 12483.6 7076.21 5407.43 1758.9 1415.97 2567.3 3991.46 3100.09 184.803 45.5208 3.26674 1.56834 1574.1 2444.39 3976.11 1177.7 240.896 2203.03 1425.51 777.52 749.137 188.03 153.073 1260.53 204.852 34.9575 29.4147 internal_count=911180 269075 642105 143744 100821 42923 150265 20021 125331 22902 27022 14162 4025 197 136 136103 491840 73799 28140 8632 13189 9083 4106 3945 1075 882 13727 7991 193 164 is_linear=0 shrinkage=0.01 Tree=523 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 9 10 10 9 10 10 9 3 2 3 1 10 9 10 9 1 1 9 9 9 9 9 9 split_gain=2817.47 1743.15 181.687 148.018 94.8322 46.2594 46.2355 33.364 31.7561 24.0382 19.1491 16.2706 16.1858 15.3604 21.8196 15.203 35.7755 16.7736 14.7375 13.4923 13.4062 12.266 11.768 15.1654 11.3904 15.9672 13.5823 12.4637 23.5847 11.1714 threshold=0.00032736793218645006 0.99989646673202526 6.1143434777477532e-06 0.51461192965507518 3.7350000000000008 0.98755538463592529 5.7250000000000005 8.8300000000000018 0.99998754262924205 0.0055486904457211009 3.1450000000000005 3.4846319977077662e-05 8.8294510192099562e-07 4.8650000000000011 28.500000000000004 0.27320574162679429 27.500000000000004 1.0000000180025095e-35 0.00028515965095715011 1.3750000000000002 0.13270235061645502 5.2550000000000008 0.87585616438356173 0.75110619469026563 3.0050000000000003 5.0750000000000011 4.9750000000000005 4.7950000000000008 3.9350000000000005 2.5450000000000004 decision_type=2 2 2 2 10 2 10 8 2 2 8 2 2 10 10 2 10 2 2 10 2 10 2 2 10 10 10 10 10 8 left_child=2 3 12 4 9 10 11 24 -3 -2 19 -4 -1 14 -6 16 -15 -17 -8 -5 21 -19 23 -21 -7 26 27 28 -26 -11 right_child=1 8 6 5 13 7 18 -9 -10 29 -12 -13 -14 15 -16 17 -18 20 -20 22 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.009607922168742504 -0.0029744650267325545 0.0065934453891142702 -0.0067164638913221018 0.0039801768482183135 -0.00302108875376722 0.0050470601782652601 -0.00099780810483657452 0.0077674353786323837 0.0099796628300893725 -0.0024940657095809523 0.00155707506811335 -0.0046051188166869447 -0.0078567585145001215 -0.0048592298083822219 0.00030451650379130529 -0.00074897169173870014 0.00074872619945339175 4.2216992831250403e-05 0.012608992774229373 -0.001297260099190099 0.0029410240543402844 0.0019522112476176964 0.0034229082153585241 -0.014371639022773415 0.0029946044574040705 0.0033922005636111974 -0.0050186594181921788 0.0048789909539612066 -0.0027909687274004298 -0.00076557851511826515 leaf_weight=1645.6789780716645 971.09208965953439 316.25641118362546 597.18717749067582 60.371892251074314 245.02261453308165 197.34585649520159 206.60337007464841 154.34056546445936 2228.164031281136 465.56597352027893 2809.0732004418969 938.74606548342854 777.02644602302462 138.01088790409267 1012.7463155472651 321.2574662938714 647.29451217968017 570.40726557001472 8.2789320936426503 429.11182408034801 615.40451337769628 818.99342759139836 52.963113386183977 9.0590743049979192 160.36983066052198 657.11349846981466 35.757617086172104 81.810433126986027 125.67493411898613 1899.4795848056674 leaf_count=365205 14326 9783 68713 564 5055 4275 17040 6294 115548 2290 15720 64169 126635 1693 18306 3023 7359 18860 343 2822 4219 17398 417 50 1680 6243 215 520 794 11621 internal_value=0 0.00201521 -0.00727258 0.000477016 -0.000380183 0.00186083 -0.0048182 0.00337939 0.00955878 -0.00164976 0.0012226 -0.00542603 -0.00904628 0.000589228 -0.000343336 0.000966217 -0.000236825 0.00137238 -0.000473569 -0.000481019 0.00171231 0.00116808 -0.0010294 -0.00156757 0.00284106 0.00243064 0.000865152 0.00143709 0.000452689 -0.00110584 internal_weight=0 15022.7 4173.52 12478.3 7705.27 4772.99 1750.82 1412.41 2544.42 3336.14 3360.58 1535.93 2422.71 4369.14 1257.77 3111.37 785.305 2326.06 214.882 551.506 2004.81 1389.4 491.134 438.171 1258.07 1060.73 403.613 367.855 286.045 2365.05 internal_count=911180 269075 642105 143744 104150 39594 150265 20021 125331 28237 19573 132882 491840 75913 23361 52552 9052 43500 17383 3853 40477 36258 3289 2872 13727 9452 3209 2994 2474 13911 is_linear=0 shrinkage=0.01 Tree=524 num_leaves=31 num_cat=0 split_feature=9 9 5 9 5 3 9 5 3 0 1 0 5 1 9 9 1 9 5 0 1 1 0 0 3 1 1 1 5 9 split_gain=185.87 33.0139 40.2606 31.3379 24.7291 24.7094 28.0918 25.6197 23.4928 20.8526 19.9762 32.2945 23.5058 19.2021 18.6294 21.0887 18.3201 21.0154 34.6811 25.0431 19.4755 17.1087 26.3968 18.9784 16.943 15.9842 15.6863 26.4296 15.3107 16.6669 threshold=1.3750000000000002 3.5950000000000002 109.50000000000001 5.4850000000000012 160.50000000000003 28.500000000000004 5.2150000000000007 2.5000000000000004 27.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.98936170212765973 7.5550000000000006 4.5750000000000011 0.63673020527859248 9.1600000000000019 17.500000000000004 1.0000000180025095e-35 0.65017482517482528 0.82683658170914553 1.0000000180025095e-35 1.0000000180025095e-35 28.500000000000004 0.42563724457552138 0.94494949494949509 0.56270695364238421 36.500000000000007 5.535000000000001 decision_type=10 10 2 10 2 8 10 2 10 2 2 2 2 2 10 10 2 10 2 2 2 2 2 2 8 2 2 2 2 10 left_child=9 4 3 5 26 6 -3 -8 -6 13 11 -7 -13 24 15 -4 17 28 19 -19 -18 23 -23 -12 -1 -16 27 -2 29 -5 right_child=1 2 14 16 8 10 7 -9 -10 -11 21 12 -14 -15 25 -17 20 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0046146825480461182 0.00030126041528621099 -0.0026660993826476275 -0.00029679005447621294 0.0039301041111184775 0.0071963240732403587 0.0018710242736043965 0.0024557876668383724 -0.0029608114350439759 0.0013094280644791046 0.0036389191900166162 -0.0014402763909634683 -0.0022577501229486849 0.0015587089359953238 -0.00052181610351905632 -0.0012190673169876207 -0.0034437705566840548 -0.0091608501761485193 0.00520793709607248 -0.0079888347343042149 -0.0048391168333741397 -0.00085017950230816322 0.0032328823451026455 -0.0025315699045447564 0.00038750494814436841 0.0017579701578776231 0.0068176063194919454 0.0021186369739306645 -0.0017301740007269145 0.0027815995530764575 0.00035594006233338206 leaf_weight=254.6852399809286 3433.2442219862714 1230.4122670895886 277.74231591471471 140.33136125095189 91.650468750856817 779.35602179751731 236.9401671718806 138.28451417759061 260.37859784765169 959.17431342368945 3001.9141834708862 506.71492157457396 236.7977966722101 295.86991164367646 69.978651347919367 912.69873153953813 29.833442193455994 60.478051308309659 71.448315443354659 42.064619443845004 514.35372374765575 227.49750427599065 122.06153931259178 700.67953029694036 1123.3477882510051 38.288687826832756 352.32881536753848 787.31922669708729 386.49442935991101 1856.311222378863 leaf_count=8965 79684 77274 19276 6797 2197 12346 13277 14947 7477 39037 205929 14390 4931 6277 4751 124204 4979 4039 27533 8926 19786 7378 4347 23552 35910 997 7240 19303 25712 79719 internal_value=0 -0.000397667 -0.000689319 -0.000479767 0.000288137 -0.000842584 -0.00193566 0.000459566 0.00284208 0.0024633 -0.000527773 0.000448665 -0.00104226 0.00178966 -0.00234835 -0.00270955 0.000360284 0.000714844 -0.00264024 0.00108648 -0.00130579 -0.000894735 0.00122001 -0.00109439 0.00228594 0.0016231 9.15303e-05 -7.76907e-05 0.000959796 0.000607145 internal_weight=0 16505.6 11580.7 10282 4924.92 7180.66 1605.64 375.225 352.029 2633.08 5575.02 1522.87 743.513 1673.9 1298.71 1190.44 3101.32 2557.13 173.991 102.543 544.187 4052.15 349.559 3702.59 1378.03 108.267 4572.89 4220.56 2383.14 1996.64 internal_count=911180 820991 705090 555862 115901 378371 105498 28224 9674 90189 272873 31667 19321 51152 149228 143480 177491 152726 40498 12965 24765 241206 11725 229481 44875 5748 106227 98987 112228 86516 is_linear=0 shrinkage=0.01 Tree=525 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 9 10 9 10 10 5 1 10 9 10 9 5 5 1 1 9 9 9 10 2 1 2 1 2 5 split_gain=2774.89 1726.37 181.778 145.314 94.1964 49.142 45.5247 32.9813 31.9833 23.659 21.5147 33.7008 19.8217 18.9364 17.9794 31.313 17.4865 15.5701 16.432 42.6712 17.6434 16.4594 26.6988 15.5654 15.5127 30.3611 26.1776 15.2755 16.8165 14.1556 threshold=0.00032736793218645006 0.99989646673202526 5.1029428504989491e-06 0.51461192965507518 3.7350000000000008 5.8950000000000005 0.98755538463592529 8.8300000000000018 0.99998754262924205 0.0055486904457211009 49.500000000000007 0.65419580419580436 3.4846319977077662e-05 3.1450000000000005 5.4114738304633654e-05 6.6150000000000011 152.50000000000003 1.0000000180025095e-35 0.10551619433198377 0.13712060166532367 8.8300000000000018 4.9650000000000007 6.1150000000000011 0.0089773964136838514 0.28629976580796251 0.53873431533006011 0.45488466757123475 0.05298245614035086 0.99261982570806107 1.5000000000000002 decision_type=2 2 2 2 10 10 2 8 2 2 2 2 2 8 2 10 2 2 2 2 8 10 10 2 2 2 2 2 2 2 left_child=2 3 -1 4 9 12 13 -8 -3 -2 -7 -12 -4 -5 15 -13 -11 18 20 -20 -6 -21 23 -23 -25 -26 -27 28 -19 -29 right_child=1 8 5 6 17 10 7 -9 -10 16 11 14 -14 -15 -16 -17 -18 27 19 21 -22 22 -24 24 25 26 -28 29 -30 -31 leaf_value=-0.0090973557908675604 -0.0029584443706353455 0.0065629649335785601 -0.0067665342802475494 -0.00048250223722161979 -0.0015429156335182142 -0.0020216677524801793 0.0028197310549431744 0.007738861423821527 0.0099733242928855791 -0.0012997655662186803 0.0033624372262210235 0.013876525594731905 -0.0045177085203717557 0.0015445777182870231 0.012731217196443044 0.098499425325731957 0.0026630851288749853 0.0036360994004906761 0.011562681654167316 -0.0012014345869244935 0.021451302766850477 -0.00073508670550495819 -0.0044592588629557024 -0.0010134025764531756 0.0024731203012619361 0.0087273473666951411 0.035469216057117475 0.002626413810706964 0.00042682915450530795 0.00028066426889542743 leaf_weight=2329.5418465345865 969.42880698200315 314.17070545628667 665.88066756166518 551.34977089241147 644.30750077869743 145.22388150729239 1255.3159811384976 152.89980416372418 2205.2670479905792 2247.0535002462566 44.383094313321635 0.83400045987218552 952.76439110259525 2807.4421250913292 1.7189353313297031 0.91921942867338657 117.15497268363833 406.47774212760851 34.464202492497861 430.17150811012834 3.3542831335216752 117.07719766627997 65.865337716415524 60.474731080234051 182.85434632375836 66.692114572972059 3.8731376826763144 300.74404814001173 272.89493473060429 1779.0724785695784 leaf_count=482063 14326 9783 79067 3853 6702 10965 13727 6294 115548 13029 4186 99 65614 15720 61 50 882 3885 521 6957 20 4185 562 448 1809 594 28 4340 2626 43236 internal_value=0 0.00199795 -0.00724973 0.0004724 -0.000376901 -0.00487402 0.0018446 0.00335384 0.00954806 -0.00164285 -0.000105445 0.00570962 -0.00544283 0.00121183 0.0357126 0.0582446 -0.00110339 0.000589191 -0.000192586 0.000636795 -0.00142383 0.000230594 0.00147047 0.00237671 0.00353736 0.00462333 0.0101951 0.00104512 0.00234698 0.000619863 internal_weight=0 14988.4 4141.27 12469 7701.96 1811.72 4767.01 1408.22 2519.44 3333.64 193.079 47.8552 1618.65 3358.79 3.47216 1.75322 2364.21 4368.32 1609.13 961.473 647.662 927.008 496.837 430.972 313.894 253.42 70.5653 2759.19 679.373 2079.82 internal_count=911180 269075 642105 143744 104150 160042 39594 20021 125331 28237 15361 4396 144681 19573 210 149 13911 75913 21826 15104 6722 14583 7626 7064 2879 2431 622 54087 6511 47576 is_linear=0 shrinkage=0.01 Tree=526 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 5 10 5 3 1 2 5 1 3 2 5 5 5 5 5 10 1 1 5 2 1 5 split_gain=2736.64 1727.83 158.732 149.624 50.8349 40.7565 32.1849 17.6966 14.0114 13.9291 13.3808 17.0673 16.4707 11.6298 11.468 18.9256 11.2343 9.94281 9.72872 9.2145 8.91982 8.90524 16.0449 26.4153 8.44829 23.3656 10.4841 11.0525 9.86039 9.05287 threshold=0.00025326936156485003 0.99989646673202526 5.1029428504989491e-06 0.3781151175498963 0.98755538463592529 0.0043998162727802515 0.99998754262924205 3.4846319977077662e-05 12.500000000000002 8.8294510192099562e-07 6.5000000000000009 23.500000000000004 0.87585616438356173 0.8185736677115989 309.50000000000006 0.34556677890011228 42.000000000000007 0.8185736677115989 1051.5000000000002 497.50000000000006 37.500000000000007 113.50000000000001 107.50000000000001 7.8110180766088902e-05 0.54182569974554717 0.53873431533006011 1.0000000180025095e-35 0.50155279503105599 0.36678657074340532 10.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 9 5 10 17 14 -4 16 -1 -5 12 -12 -9 -3 -16 24 -2 -6 -13 -15 22 -22 -24 25 26 -7 -28 29 -29 right_child=1 6 7 4 18 8 -8 13 -10 -11 11 19 -14 20 15 -17 -18 -19 -20 -21 21 -23 23 -25 -26 -27 27 28 -30 -31 leaf_value=-0.0095975488622857107 -0.0020634588581715197 0.0069059738142143471 -0.0061745300675369961 0.00071605918943264222 0.0033774735368928229 -0.00068857266613231818 0.0099671991807984087 -0.004576769366360099 0.00081383367313015256 -0.0079042571407405022 0.0051199390451420728 0.0015824353396363697 -0.008634229888832376 -0.0028820051511513085 -0.021595465249325284 0.0058493894687514326 0.021435578997421247 -7.8845768605085686e-05 -0.010823319690578748 -0.0046360444240215104 0.0055858223267725386 -0.002785228885174022 0.12735367521017396 0.0086947741775295333 -0.0011525718882945675 0.018522642356836028 0.0014633525083547806 0.00069299042475429087 -0.002571698304952364 -0.0042170411697046474 leaf_weight=1613.7394842067733 1625.9161810679361 301.08832285460085 748.59550253371708 2698.9013496506959 1399.9118111981079 1576.2676933575422 2184.6592756989412 775.09235148201697 1371.9314717948437 695.0364365845453 204.69957778230309 1051.8599040359259 9.0932376086711866 103.99743219651282 3.7840498797595483 7.4781198091804981 2.3633369430899611 298.83683670312166 4.8409420400857917 24.381194747984409 18.364717130782086 14.909661199664695 0.29084675339981814 0.52854733867570758 1027.1016771029681 6.7242635674774638 638.45214980095625 466.63317887857556 156.72833845019341 40.836874859407544 leaf_count=365205 49782 9647 88563 16244 19997 12072 115548 55542 17181 116858 1028 5431 52 6436 30 106 14 8524 24 147 1437 1446 26 34 8776 62 4296 4321 1925 426 internal_value=0 0.00193822 -0.0073915 0.000432805 0.0016926 -0.000509393 0.00953791 -0.00503477 -5.5809e-05 -0.0090878 0.00111648 0.00195422 0.00453493 -0.00410043 0.00653539 -0.00337199 -0.000360549 -0.00175533 0.00332854 0.00144156 -0.00142681 0.00301202 0.00751758 0.0508132 -0.000373714 -9.64914e-05 -0.00013998 0.000523843 -0.000379249 0.000297873 internal_weight=0 15102.5 3970.55 12605.5 5393.69 7211.79 2497.01 1661.78 5287.04 2308.78 3988.94 1290.03 213.793 913.184 312.35 11.2622 3915.11 1924.75 1404.75 1076.24 138.091 34.0938 19.1841 0.819394 3912.74 2885.64 2878.92 1302.65 664.198 507.47 internal_count=911180 275633 635547 150302 42923 107379 125331 153484 49073 482063 22902 6658 1080 64921 9783 136 31892 58306 20021 5578 9379 2943 1497 60 31878 23102 23040 10968 6672 4747 is_linear=0 shrinkage=0.01 Tree=527 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 4 5 1 10 5 5 5 4 3 2 2 2 5 1 3 1 2 5 5 5 5 10 split_gain=2698.87 1712.57 158.984 146.752 50.085 40.025 32.3699 17.6136 14.1618 25.5564 14.4633 14.0241 13.8409 13.7291 13.113 18.8776 20.6521 12.6015 11.8516 11.5069 11.3344 18.342 11.0876 10.1211 9.77738 9.23652 8.75056 8.66015 14.7342 21.5375 threshold=0.00025326936156485003 0.99989646673202526 5.1029428504989491e-06 0.3781151175498963 0.98755538463592529 0.0043998162727802515 0.99998754262924205 3.4846319977077662e-05 2.5000000000000004 135.50000000000003 0.75110619469026563 8.8294510192099562e-07 8.5000000000000018 12.500000000000002 6.5000000000000009 4.5000000000000009 23.500000000000004 0.16749174917491746 0.42807881773399015 0.8185736677115989 309.50000000000006 0.34556677890011228 42.000000000000007 0.87585616438356173 0.8185736677115989 497.50000000000006 37.500000000000007 113.50000000000001 107.50000000000001 7.8110180766088902e-05 decision_type=2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 10 10 2 2 2 2 2 8 2 2 2 2 2 2 2 left_child=2 3 11 5 14 24 20 -4 -6 10 -10 -1 17 22 -5 16 23 -12 -17 -9 -3 -22 -7 -16 -2 -18 -21 28 -28 -30 right_child=1 6 7 4 8 13 -8 19 9 -11 12 -13 -14 -15 15 18 25 -19 -20 26 21 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-0.0095924230002162308 -0.0020464217534023684 0.0068793747707495924 -0.0061496879348857426 0.00070902201894487542 0.003677464652639953 -0.00037005992343091962 0.009961073626334303 -0.0045506919006426949 0.002987865635706848 -0.013285367020722066 -0.0093741195190716869 -0.0078863349719760049 -0.0016394040337405784 0.00080527067805369335 0.0054110053193379996 -0.012145264386013044 0.0017070472698137813 -0.043836344708216832 5.9220574122536966e-05 -0.0028610118375379735 -0.02110808997148678 0.0058179300658031587 0.021373471400452721 -0.008276073606940642 -7.8062700742326631e-05 -0.0045485156483740744 0.0055002430347940792 -0.0027648600227415765 0.11144955812826388 0.008536209920353208 leaf_weight=1598.531988094328 1623.0722651253454 299.23924299981445 744.12577676586807 2698.4339164048433 1230.7448976244777 3911.9208624679595 2164.2449891571887 771.75542046758346 133.4575441274792 12.293793112039564 3.3057603593915728 689.67668230028357 20.062881633639336 1372.6513169892132 198.59859526157379 14.962972268462183 1029.6985092684627 1.5625958666205404 16.993151437491179 103.71435812627897 3.8324600085616094 7.4435446429997683 2.3465863019227973 5.5536970347166053 298.81635716883466 24.157198034226894 18.463451676070694 14.869508465286343 0.3288150979205956 0.53295925399288535 leaf_count=365205 49782 9647 88563 16244 18253 31878 115548 55542 1223 53 53 116858 429 17181 995 91 5305 10 92 6436 30 106 14 30 8524 145 1437 1446 26 34 internal_value=0 0.00192262 -0.0073709 0.00042871 0.00167688 -0.000504515 0.00952787 -0.00500865 0.00330311 0.000603737 0.00168178 -0.0090782 -0.00530973 -5.52561e-05 0.00110547 0.00193478 0.00212759 -0.0204355 -0.00565535 -0.00407525 0.0065085 -0.00333362 -0.000357025 0.00503867 -0.00174038 0.00156365 -0.00141463 0.0029723 0.00738668 0.0478034 internal_weight=0 15073.4 3942 12598.6 5389.83 7208.81 2474.76 1653.79 1401.43 170.683 158.389 2288.21 24.9312 5286.92 3988.4 1289.96 1258.01 4.86836 31.9561 909.665 310.515 11.276 3914.27 204.152 1921.89 1053.86 137.909 34.1947 19.3252 0.861774 internal_count=911180 275633 635547 150302 42923 107379 125331 153484 20021 1768 1715 482063 492 49073 22902 6658 6475 63 183 64921 9783 136 31892 1025 58306 5450 9379 2943 1497 60 is_linear=0 shrinkage=0.01 Tree=528 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 9 10 9 10 10 4 4 4 1 9 10 1 1 9 9 1 1 1 9 9 10 9 9 split_gain=2661.59 1697.41 159.227 143.937 88.6039 49.3541 37.1583 33.0085 32.5543 25.5325 24.6734 16.839 15.5595 15.304 14.9191 14.6904 16.1781 14.1192 13.3023 22.0966 12.3168 12.0109 11.4466 14.0144 31.3962 13.8237 12.7937 14.1975 11.145 10.6771 threshold=0.00025326936156485003 0.99989646673202526 5.1029428504989491e-06 0.3781151175498963 3.7350000000000008 0.98755538463592529 5.8950000000000005 8.8300000000000018 0.99998754262924205 4.8650000000000011 0.0055486904457211009 3.4846319977077662e-05 1.5000000000000002 2.5000000000000004 3.5000000000000004 0.74095860566448812 5.6050000000000013 8.8294510192099562e-07 0.52404068423485917 0.78596059113300509 9.0500000000000025 3.3950000000000005 0.7003401360544218 0.49844720496894418 0.40056497175141254 8.2700000000000014 5.8350000000000009 0.049213243648409809 3.2350000000000008 5.1350000000000007 decision_type=2 2 2 2 10 2 10 8 2 8 2 2 10 10 10 2 8 2 2 2 10 8 2 2 2 10 10 2 10 10 left_child=2 3 17 4 10 9 11 14 28 18 13 -4 22 21 -7 20 29 -1 -5 -20 -11 -2 23 24 -6 -25 -26 -28 -3 -17 right_child=1 8 6 5 12 7 -8 -9 -10 15 -12 -13 -14 -15 -16 16 -18 -19 19 -21 -22 -23 -24 25 26 -27 27 -29 -30 -31 leaf_value=-0.009587262735705147 -0.0037850569055996519 0.0084624607860316319 -0.0067002047747788578 0.0007354584937921179 0.0011109092418666818 0.0030625123167303202 -0.00065812071857550671 0.0076960323909285033 0.0099549470613482446 0.0019801365845298112 -0.0011382088399538807 -0.0045455748645924325 -0.00047477379768940238 -0.0088078432486685607 -0.0010081521208097908 -0.0010958899746297086 -0.0030462034029322782 -0.0078683243473585216 -0.0027132410949594486 0.0017927271521293608 0.0069197500612989925 -0.0015759130850974432 -0.001005911959722799 0.0022865101006509709 -0.0038395570740049714 0.022211346652162553 0.01290786950428547 -0.0048533788451927285 0.0046589921201881171 0.0046059813206439995 leaf_weight=1583.4739103612956 533.4264907380566 147.92652161233127 653.67425452242605 1299.4132815562189 1731.2189016784541 1149.4662186875939 177.29647791571915 150.86699621472508 2144.022480505053 1893.1021784245968 2124.916038364172 814.90819067345001 1200.4751185956411 43.774694791063666 97.686516961082816 60.681518286466599 123.20165181905031 684.3694325434044 324.24378632009029 163.81260641291738 51.862119764089584 456.91712860483676 288.40279276994988 620.82737102080137 184.36484400881454 3.5016973242163649 10.043716922402384 8.1545322090387327 160.76992343552411 71.581148043274879 leaf_count=365205 9386 6900 79067 7067 27037 12688 14829 6294 115548 11143 12696 59588 30047 1034 1039 278 1146 116858 1670 976 278 5534 4724 11848 4813 45 169 46 2883 344 internal_value=0 0.0019071 -0.00735021 0.000424652 -0.000499667 0.00166133 -0.00498254 0.0032781 0.0095178 0.00109455 -0.00175474 -0.00550461 0.000480025 -0.00302158 0.00274367 0.00181573 -0.000438794 -0.00906854 0.000206764 -0.00120085 0.00211185 -0.00276582 0.000882698 0.00109562 0.000675057 0.00239826 -0.00304998 0.00494915 0.0064816 0.00198999 internal_weight=0 15044.7 3913.72 12591.9 7206.02 5385.92 1645.88 1398.02 2452.72 3987.9 3159.03 1468.58 4046.99 1034.12 1247.15 2200.43 255.464 2267.84 1787.47 488.056 1944.96 990.344 2846.51 2558.11 1933.78 624.329 202.563 18.1982 308.696 132.263 internal_count=911180 275633 635547 150302 107379 42923 153484 20021 125331 22902 28650 138655 78729 15954 13727 13189 1768 482063 9713 2646 11421 14920 48682 43958 32065 11893 5028 215 9783 622 is_linear=0 shrinkage=0.01 Tree=529 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 9 10 9 10 10 0 3 10 1 9 10 1 9 1 1 2 9 2 9 2 9 9 10 split_gain=2624.75 1682.37 159.462 141.18 86.9275 48.6317 36.8115 32.7885 32.7389 25.0302 24.3206 16.7847 16.1041 19.6883 16.7394 14.4088 15.8408 14.2144 13.8386 22.975 13.039 21.6552 12.3581 12.1299 11.496 34.9083 14.364 17.0729 14.1608 12.1203 threshold=0.00025326936156485003 0.99989646673202526 5.1029428504989491e-06 0.3781151175498963 3.7350000000000008 0.98755538463592529 5.8950000000000005 8.8300000000000018 0.99998754262924205 4.8650000000000011 0.0055486904457211009 3.4846319977077662e-05 1.0000000180025095e-35 28.500000000000004 0.015218299813568552 0.74095860566448812 5.6050000000000013 8.8294510192099562e-07 0.40924344112263583 8.2700000000000014 0.52404068423485917 0.78596059113300509 0.091229193341869366 9.0500000000000025 0.65235814296241723 6.2550000000000008 0.60535266738274263 7.0550000000000006 5.0250000000000012 0.0035319819580763002 decision_type=2 2 2 2 10 2 10 8 2 8 2 2 2 10 2 2 8 2 2 10 2 2 2 10 2 10 2 10 10 2 left_child=2 3 17 4 10 9 11 -7 -3 20 -2 -4 14 -14 18 23 -17 -1 24 -20 -5 -22 -8 -11 25 28 27 -27 29 -6 right_child=1 8 6 5 12 7 22 -9 -10 15 -12 -13 13 -15 -16 16 -18 -19 19 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0095820676427723229 -0.0029986172494732184 0.0064546590797214818 -0.0066766497835911987 0.00072820634039461572 0.001202558204749966 0.0027213644780320423 -0.0067741832400624495 0.0076732473596784617 0.0099488189619813348 0.0019607577160568671 -0.001127156235116007 -0.0045195577723582056 -0.0037251395372161502 1.8524008286820124e-05 0.0014121483336671633 0.0019706628748684045 -0.0030111301303155148 -0.0078502252294769502 -0.001572101013780008 0.014868665017415237 -0.0026856165417173351 0.0017758850715511871 0.00048729252482221711 0.0068692243327975883 9.2552271243394015e-05 0.013390862468478671 0.0095230852855818018 0.046700518455196065 -0.0010176008323405446 0.0092117323093785404 leaf_weight=1568.5638031186536 1031.6338244490325 306.89523869752884 649.44184992904775 1299.2314390949905 41.706828685943037 1244.813371874392 27.798279132694006 149.80715336278081 2123.9900582479313 1892.6963028144091 2124.2980293426663 811.42081233253703 173.76346959918737 733.39930197782815 1879.4034756459296 132.22452949732542 123.38937442749739 679.11418013251387 522.72409443138167 8.6403537597507221 324.30290600284934 163.71301047876477 149.38585023046471 51.721854917705059 547.92124149668962 3.2483394406735888 9.3721926901489478 2.9237095862627029 90.573022141121328 34.544257034547627 leaf_count=365205 15954 9783 79067 7067 2114 13727 1392 6294 115548 11143 12696 59588 2572 10054 18966 622 1146 116858 21953 92 1670 976 13437 278 18806 47 194 37 3136 758 internal_value=0 0.00189159 -0.00732943 0.000420602 -0.000494813 0.00164597 -0.00495644 0.00325329 0.00950769 0.00108378 -0.00173891 -0.00547852 0.000475069 -0.00069856 0.000814023 0.0017979 -0.000434137 -0.00905881 -7.69657e-05 -0.00130476 0.000204723 -0.00118893 -0.000651955 0.00209132 0.000816389 0.00299114 0.017324 0.0291697 0.00165564 0.00483098 internal_weight=0 15016.9 3885.72 12586.1 7204.15 5381.9 1638.05 1394.62 2430.89 3987.28 3155.93 1460.86 4048.22 907.163 3141.06 2200.03 255.614 2247.68 1261.65 531.364 1787.25 488.016 177.184 1944.42 730.29 182.368 15.5442 6.17205 166.824 76.2511 internal_count=911180 275633 635547 150302 107379 42923 153484 20021 125331 22902 28650 138655 78729 12626 66103 13189 1768 482063 47137 22045 9713 2646 14829 11421 25092 6286 278 84 6008 2872 is_linear=0 shrinkage=0.01 Tree=530 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 10 9 9 10 5 9 5 10 0 5 5 10 4 5 9 4 9 9 5 10 9 4 5 split_gain=2588.38 1667.4 159.691 138.473 85.278 47.9157 36.4672 32.9389 32.5705 24.5372 23.9647 20.3007 17.733 22.5835 16.7293 15.7781 22.8438 19.908 16.4326 15.2226 14.4868 23.9493 22.0138 20.5281 19.5619 15.0849 14.3097 13.3707 14.458 13.3263 threshold=0.00025326936156485003 0.99989646673202526 5.1029428504989491e-06 0.3781151175498963 3.7350000000000008 0.98755538463592529 5.8950000000000005 0.99998754262924205 3.0050000000000003 4.8650000000000011 0.0055486904457211009 49.500000000000007 5.0750000000000011 313.50000000000006 3.4846319977077662e-05 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 0.0043998162727802515 2.5000000000000004 6.5000000000000009 6.0450000000000008 4.5000000000000009 7.6450000000000005 6.1250000000000009 3.5000000000000004 8.8294510192099562e-07 4.9750000000000005 2.5000000000000004 2.5000000000000004 decision_type=2 2 2 2 10 2 10 2 10 8 2 2 10 2 2 2 2 2 2 10 2 10 10 10 10 2 2 10 8 2 left_child=2 3 26 4 10 9 14 -3 -7 -5 19 -8 27 -14 -4 18 -17 -18 -6 -2 21 -11 23 -22 29 -26 -1 -10 -29 -23 right_child=1 7 6 5 15 8 11 -9 12 20 -12 -13 13 -15 -16 16 17 -19 -20 -21 22 24 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.0095768373210270083 -0.0027204266380215052 0.0064270046224725102 -0.0066530334858212756 0.00020270222064054872 -0.00046883311870586614 0.0060017181625103702 -0.0025986359045979315 0.0099426887136134286 0.0012906338557448405 0.0016862877991960785 -0.0011162080807044284 0.0052247875940595965 0.0036991554859288475 -0.0073123118622936377 -0.0044935833647888742 -0.0020972284034494453 0.0034210460839568051 -0.0010526648374062546 0.0012158210855105803 -0.0087749575292267474 0.0025653414898402153 -0.011540423608888271 -0.0057542351992774677 0.0074835387222069684 0.0012144693099845959 -0.0060514316492842257 -0.0078320376111047137 -0.0029799717525228996 -0.024014823750877351 0.0053692566053694718 leaf_weight=1553.8002299576765 985.9328827848658 305.1424160534516 645.250756790163 1787.0263584032655 765.45762210991234 324.67930406983942 132.87958283373155 2104.1460506445728 364.08255794271827 1234.9800720475614 2123.6856209617108 44.200589888030663 647.74879732728004 19.176556162536144 807.96736162435263 508.2863950598985 191.79366055130959 206.63874266017228 2377.0991116603836 43.352615328505635 650.94557994604111 29.586328096687794 28.458249900490046 97.589676223695278 114.495411362499 38.075531899929047 673.9104234870756 31.953759983181953 3.6398125290870658 5.5319733768701544 leaf_count=365205 14920 9783 79067 9713 36677 10412 10589 115548 2994 8008 12696 4240 6305 95 59588 6847 2294 3485 29426 1034 3439 164 161 506 650 232 116858 196 19 29 internal_value=0 0.00187616 -0.00730856 0.000416587 -0.00049001 0.00163071 -0.00493033 0.00949742 0.00322854 0.0010731 -0.00172315 -0.000645848 0.00238436 0.00338254 -0.00545241 0.000470177 -0.000691922 0.00110085 0.000805476 -0.00297544 0.00178022 0.00118048 0.00287835 0.00320655 -0.00214768 -0.000598805 -0.00904901 0.000718748 -0.005131 -0.00887674 internal_weight=0 14989.5 3858.01 12580.2 7202.25 5377.97 1630.3 2409.29 1391.28 3986.69 3152.97 177.08 1066.6 666.925 1453.22 4049.28 906.719 398.432 3142.56 1029.29 2199.66 1422.67 776.994 748.535 187.689 152.571 2227.71 399.676 35.5936 35.1183 internal_count=911180 275633 635547 150302 107379 42923 153484 125331 20021 22902 28650 14829 9609 6400 138655 78729 12626 5779 66103 15954 13189 9083 4106 3945 1075 882 482063 3209 215 193 is_linear=0 shrinkage=0.01 Tree=531 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 10 9 10 9 9 3 10 9 10 10 4 4 10 4 9 2 2 10 9 2 9 2 9 split_gain=2552.49 1652.53 159.908 135.895 92.0917 41.6452 36.1229 33.1385 26.2655 21.0182 18.6611 17.9507 19.4111 16.6728 16.6066 14.4051 13.4476 13.4455 13.4087 14.3848 13.1044 12.5989 13.2834 18.5647 15.5647 12.3075 12.9516 18.9499 12.1446 11.3278 threshold=0.00025326936156485003 0.99989646673202526 5.1029428504989491e-06 0.51461192965507518 3.5050000000000003 0.99473056197166454 5.8950000000000005 0.99998754262924205 2.9750000000000005 0.0055486904457211009 4.7650000000000006 4.8750000000000009 28.500000000000004 3.4846319977077662e-05 5.2950000000000008 8.8294510192099562e-07 0.068259380757808671 2.5000000000000004 1.5000000000000002 0.00099748477805400022 2.5000000000000004 3.3950000000000005 0.84240094618568906 0.87577160493827166 0.00055606939713465011 4.5150000000000006 0.80969148222669363 3.4650000000000003 0.091229193341869366 3.2350000000000008 decision_type=2 2 2 2 10 2 10 2 10 2 8 10 8 2 10 2 2 10 10 2 10 8 2 2 2 10 2 10 2 10 left_child=2 3 15 4 9 10 13 29 -7 20 25 12 -6 -4 -10 -1 -13 -16 19 -14 21 -2 -23 24 -24 26 -5 -28 -8 -3 right_child=1 7 6 5 11 8 28 -9 14 -11 -12 16 18 -15 17 -17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0095715713933047439 -0.0037200199202425655 0.0084192859577055541 -0.006629356569007875 0.00033332881736133468 -0.0026470964981747131 0.0063392526232395963 -0.0067395246890872198 0.0099365559168507131 0.0010091472927501463 -0.0011785555551517282 0.0018465145987303228 0.00036546714983046169 -0.0032717838205622686 -0.0044676527041187866 0.0047702164192157306 -0.0078137614931160556 0.0016934013799232137 0.0003100207654053611 -0.0015711773343586696 0.0011530056640614201 -0.0086062286931327253 -0.0018906444903655105 0.044570730641718966 0.00069735967997041563 0.010512737109256456 -0.0021415550477851823 -0.00013929114290291004 0.0062712512432958473 0.00048520275394771845 0.0045510051130699617 leaf_weight=1539.1817690132884 529.17843570839614 144.97251038253307 641.10058047901839 1173.7657398059964 304.75981087516993 250.11208796687424 27.558297715615481 2084.4887666371651 353.48686104640365 2176.688427535817 2173.091601761058 1796.3969553788193 80.359179152641445 804.54751976393163 355.27534472383559 668.75766649970319 1325.1230015009642 83.466665308922529 329.58135522482917 857.16838902793825 39.336859076283872 362.48757381457835 1.7990945810452128 23.519899194128811 5.2796569727361202 168.91428573429585 88.998380877077579 95.694137424230576 149.41460068547167 158.43336005322635 leaf_count=365205 9386 6900 79067 7179 6280 8810 1392 115548 3013 12338 13891 46414 4306 59588 3906 116858 8867 960 7968 10687 855 3350 30 177 50 783 602 450 13437 2883 internal_value=0 0.00186084 -0.00728762 0.000412612 -0.000396384 0.00174849 -0.00490426 0.00948712 0.00351407 -0.00172249 0.00125116 0.000490335 -0.000381175 -0.0054263 0.00262214 -0.00903915 0.000929191 0.0039217 0.000163815 0.00077374 -0.00295376 -0.00271267 -0.00135655 0.00497056 0.0191687 0.000404116 0.000720652 0.00318218 -0.000639835 0.00639934 internal_weight=0 14962.4 3830.56 12574.5 7831.68 4742.81 1622.62 2387.89 1042.34 3138.29 3700.46 4693.39 1571.87 1445.65 792.229 2207.94 3121.52 438.742 1267.11 937.528 961.602 922.265 393.086 30.5987 7.07875 1527.37 1358.46 184.693 176.973 303.406 internal_count=911180 275633 635547 150302 110708 39594 153484 125331 16689 26186 22905 84522 29241 138655 7879 482063 55281 4866 22961 14993 13848 12993 3607 257 80 9014 8231 1052 14829 9783 is_linear=0 shrinkage=0.01 Tree=532 num_leaves=31 num_cat=0 split_feature=9 9 5 9 5 3 9 5 3 0 1 0 9 1 9 5 1 1 0 5 1 9 9 3 1 0 0 1 1 1 split_gain=165.937 26.81 36.7057 29.4189 23.9425 23.8511 28.1362 24.6808 22.6816 19.4123 18.5443 19.5442 19.5009 28.356 32.5259 28.05 18.4894 18.1768 30.7831 22.6385 17.4574 17.209 19.4813 17.1127 16.8368 25.6901 17.4607 15.6045 25.4329 15.1985 threshold=1.3750000000000002 3.5950000000000002 109.50000000000001 5.4850000000000012 160.50000000000003 28.500000000000004 5.2150000000000007 2.5000000000000004 27.500000000000004 1.0000000180025095e-35 0.63673020527859248 1.0000000180025095e-35 5.535000000000001 0.58374587458745886 5.5250000000000012 4.5000000000000009 0.65017482517482528 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.76024883359253514 7.5550000000000006 4.5750000000000011 28.500000000000004 0.82683658170914553 1.0000000180025095e-35 1.0000000180025095e-35 0.94494949494949509 0.56270695364238421 0.42563724457552138 decision_type=10 10 2 10 2 8 10 2 10 2 2 2 10 2 8 2 2 2 2 2 2 10 10 8 2 2 2 2 2 2 left_child=9 4 3 5 27 6 -3 -8 -6 20 11 12 13 -5 -15 -16 -12 18 -7 -20 23 22 -4 -1 26 -26 -19 28 -2 -23 right_child=1 2 21 10 8 17 7 -9 -10 -11 16 -13 -14 14 15 -17 -18 24 19 -21 -22 29 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0046366470704751143 0.00025805989309163498 -0.0026213587616128581 -0.0002562768621274076 0.0026593858299601677 0.0071444786323657458 0.001841747125427087 0.0025258706223468775 -0.002854266871789783 0.0012734854653104592 0.0035171583895855485 -0.0091334562202744808 -0.0011906916685742611 0.00089737782911726105 0.011298605298605238 0.087800561450246575 0.010897224123096919 -0.00086882727805175086 -0.0013733950309166923 -0.0022238707951192731 0.0015408908484532574 -0.00036666128193783761 -0.0011933174638556845 -0.0033139806608100827 0.0016784746154003727 0.0032671091535234572 -0.0024676457303617499 0.0003944952994932482 0.0020968704141502668 -0.0017576139805589449 0.0067089143190721323 leaf_weight=239.69738273369148 3352.9012226453051 1203.252515076194 272.04125193553045 102.3599484951701 88.831080688629299 773.93883562786505 231.41941379010677 135.00885947211646 253.84865500824526 929.08793242601678 28.601360913831741 433.37498539546505 1949.3388943903847 22.035096839768816 1.0836151111870993 0.84346483182162035 505.32917988090776 2950.3601805670187 498.39876170596108 235.05454265559092 325.31345204729587 68.795758531196043 890.21113839745522 1061.915313991718 224.79594538896345 119.71572706382722 689.16087045893073 344.60054717259482 769.66722868522629 37.663809364894405 leaf_count=8806 79684 77274 19276 6840 2197 12346 13277 14947 7477 39037 4979 23244 121993 573 35 41 19786 205929 14390 4931 7198 4751 124204 35148 7378 4347 23552 7240 19303 997 internal_value=0 -0.000377853 -0.000642554 -0.000441244 0.000248028 -0.000795467 -0.00188253 0.000543583 0.00279539 0.00236394 0.00038072 0.000740839 0.00114412 0.00495174 0.014744 0.0541407 -0.00131154 -0.000484738 0.000450592 -0.00101735 0.00170537 -0.0022458 -0.00259828 0.00222323 -0.000838628 0.00127432 -0.00103864 5.26181e-05 -0.000118258 0.00160237 internal_weight=0 16182.6 11372.8 10104.1 4809.85 7061.11 1569.68 366.428 342.68 2556.01 3042.97 2509.04 2075.66 126.322 23.9622 1.92708 533.931 5491.42 1507.39 733.453 1626.93 1268.71 1162.25 1301.61 3984.03 344.512 3639.52 4467.17 4122.57 106.46 internal_count=911180 820991 705090 555862 115901 378371 105498 28224 9674 90189 177491 152726 129482 7489 649 76 24765 272873 31667 19321 51152 149228 143480 43954 241206 11725 229481 106227 98987 5748 is_linear=0 shrinkage=0.01 Tree=533 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 4 5 5 5 5 2 2 4 5 2 4 5 2 2 10 2 2 2 2 5 5 split_gain=2514.63 1636.21 160.041 133.523 55.6774 33.3438 29.0531 17.2427 14.5092 13.6687 24.8604 13.3225 12.5968 11.4284 18.0147 11.3689 10.1285 24.9025 22.0173 21.1816 15.4106 21.7078 13.8529 12.6325 12.5993 9.78811 9.70971 9.57197 8.5906 8.4408 threshold=0.00025326936156485003 0.99989646673202526 5.1029428504989491e-06 0.18897357583045957 0.98755538463592529 0.99998754262924205 0.0035319819580763002 3.4846319977077662e-05 8.8294510192099562e-07 2.5000000000000004 135.50000000000003 1.0000000180025095e-35 12.500000000000002 309.50000000000006 0.6586800573888093 0.8185736677115989 1.5000000000000002 10.500000000000002 0.20112359550561798 4.5000000000000009 107.50000000000001 0.26365441906653431 0.49341991341991348 0.97252115607261669 0.31838294448913923 0.62178642056690847 0.38119783996072654 0.8185736677115989 37.500000000000007 113.50000000000001 decision_type=2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 10 2 2 10 2 2 2 2 2 2 2 2 2 2 left_child=2 3 8 6 11 13 27 -4 -1 -6 -11 -5 -8 -3 -15 -9 20 18 -18 -19 -13 -22 -21 24 -20 26 -23 -2 -17 -30 right_child=1 5 7 4 9 -7 12 15 -10 10 -12 16 -14 14 -16 28 17 19 23 22 21 25 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0095658792740236018 -0.0020638718426573854 0.0067501644543292785 -0.0060256655852499097 0.0003061890464197713 0.003553202471512923 0.0099301812902941218 -0.00054333524391090356 -0.0044261321808362272 -0.0077938017249904899 0.0015920077072793806 -0.013183611692813036 0.0020203882184523787 0.0006847583822452161 0.0056572835417998237 -0.021152716186352602 -0.0027348007795393952 0.0035496235740864737 0.0028003970278034024 -0.010491902421015713 -0.011553378184386157 -0.010117027053699483 0.0052398285336644002 0.0012963863978381601 0.0044732211247752217 -0.0025033859570514423 0.0021113596485695667 -0.0026296277481337245 -1.6862394249941862e-05 0.0074191753077206268 -0.0026503311853808575 leaf_weight=1523.425353637198 1479.1525042694993 290.35025312658399 722.54994812770747 2085.9077452458441 1214.5298880096525 2063.1724133575335 3163.4616384934634 756.13281990936957 663.17125205218326 157.30766599997878 12.27579530328512 1932.4083945862949 1134.8315669186413 7.2638978250324708 3.8266070559620857 102.04616804071702 73.492582704871893 374.99836273118854 21.239706486463547 17.75265671685338 21.352076299488544 18.058650150895119 15.90769128128886 23.991969287395477 280.19505731202662 148.82425792142749 118.98163336515427 270.15625363308936 19.288474878296256 14.645496853394432 leaf_count=365205 46944 9647 88563 12224 18253 115548 29315 55542 116858 1715 53 10605 16517 106 30 6436 428 2302 134 110 111 101 90 188 1690 831 679 8012 1497 1446 internal_value=0 0.00184502 -0.0072652 0.000408873 0.0014019 0.00947628 -0.000661266 -0.00487741 -0.00902843 0.00318187 0.000522431 0.00092194 -0.000219095 0.00636962 -0.00359309 -0.0039474 0.00134344 0.000383337 -0.00139399 0.0021183 0.00168964 -0.00039077 -0.00548065 -0.00251043 -0.00306627 0.000335713 -0.00159262 -0.00174774 -0.00128538 0.0030733 internal_weight=0 14929.4 3801.26 12564.8 6517.22 2364.61 6047.6 1614.66 2186.6 1384.11 169.583 5133.11 4298.29 301.441 11.0905 892.113 3047.2 807.578 398.919 408.659 2239.63 307.217 33.6603 325.427 301.435 285.865 137.04 1749.31 135.98 33.934 internal_count=911180 275633 635547 150302 49514 125331 100788 153484 482063 20021 1768 29493 45832 9783 136 64921 17269 4942 2440 2502 12327 1722 200 2012 1824 1611 780 54956 9379 2943 is_linear=0 shrinkage=0.01 Tree=534 num_leaves=31 num_cat=0 split_feature=9 9 5 9 9 9 5 0 1 0 2 1 1 5 9 2 9 2 2 9 9 3 3 5 9 9 9 2 2 1 split_gain=160.335 25.3402 41.0821 34.9001 22.9787 21.2155 19.0964 18.9618 18.1754 19.2953 28.3573 18.2214 17.519 17.4884 19.1848 19.0031 19.0413 17.3724 16.4797 16.3696 18.9951 16.1662 15.634 15.5031 30.5895 14.78 14.2661 15.96 15.8327 14.9862 threshold=1.3750000000000002 4.3750000000000009 107.50000000000001 5.4850000000000012 5.955000000000001 6.0250000000000012 212.50000000000003 1.0000000180025095e-35 0.63673020527859248 1.0000000180025095e-35 0.68783602150537648 0.65017482517482528 0.27812939521800284 25.500000000000004 4.7650000000000006 0.29429808733309276 5.4450000000000012 0.24165739710789766 0.28629976580796251 4.8950000000000005 4.8650000000000011 28.500000000000004 24.500000000000004 89.500000000000014 8.0200000000000014 4.0850000000000009 7.5550000000000006 0.98004975124378124 0.98286867204695538 0.42563724457552138 decision_type=10 10 2 10 10 10 2 2 2 2 2 2 2 2 10 2 8 2 2 10 10 8 10 2 8 10 10 2 2 2 left_child=7 6 3 13 -4 -6 -2 17 9 10 -5 -10 -12 14 -3 16 -15 -1 -18 20 -16 -19 -22 -13 -25 -8 27 -7 -29 -28 right_child=1 2 4 8 5 26 25 -9 11 -11 12 23 -14 15 19 -17 18 21 -20 -21 22 -23 -24 24 -26 -27 29 28 -30 -31 leaf_value=-9.5847412427802243e-05 -1.6618537941498644e-05 -0.0021489755201489834 -0.0034546317386724857 0.0023956425562180429 0.0077761680807870428 -0.0037254585451065077 0.0032381856348002174 0.0034726186948490952 -0.0091029408636865115 -0.0011722639966235985 0.00035323125893496811 -0.0010445462277905424 -0.0051868735669091271 0.0010386887653843269 -0.00075455277060139912 -0.0032188268424518779 0.00945995263840811 0.0046862235878980035 0.057692008239645154 -0.00071821621069987046 -0.0039073378640277125 0.0017255583853420873 0.0037508272692948082 0.0055075418103301818 0.067570101194653245 -0.003766727205504623 -0.0010338242038071474 0.023643538285756639 -0.0070083138815509151 0.0067581818095200953 leaf_weight=411.9857537932694 6286.0209344830364 810.50230806763284 773.55742141394876 970.90307201386895 30.161868304247037 147.91176687879488 284.1649920810014 923.89384426223114 28.243252641987056 431.86112154694274 1031.5438242721139 496.86209514155053 60.421891331672668 75.994993447791785 272.25272941729054 533.00716629624367 2.0370954368263474 227.12131082778797 1.0860833779443058 3457.2615965087898 29.792606984265149 981.15493841003627 253.32337684347294 5.2696674822363994 0.93509374861605454 33.692258600378409 70.154231715365313 4.3064101932104668 2.7685193244833499 38.080936931539327 leaf_count=11595 171072 39297 112628 44028 1208 17495 9838 39037 4976 23243 75256 19239 9716 6705 12747 66379 226 8354 18 188379 1310 31203 7895 472 32 2827 4850 54 97 1004 internal_value=0 -0.000371762 -0.000701715 -0.000468545 -0.00255085 -0.000167864 0.000104303 0.00232935 0.000392186 0.000749842 0.00115223 -0.00128717 4.66799e-05 -0.000947751 -0.000745673 -0.00253999 0.00203322 0.00167744 0.0262326 -0.000462222 0.00113138 0.00228208 0.00294495 -0.000848373 0.0148607 0.00249568 -0.00107815 -0.00302363 0.011649 0.00170768 internal_weight=0 16132.1 9528.24 8461.3 1066.94 293.384 6603.88 2544.16 3026.04 2494.73 2062.87 531.31 1091.97 5435.26 4823.13 612.125 79.1182 1620.26 3.12318 4012.63 555.369 1208.28 283.116 503.067 6.20476 317.857 263.222 154.987 7.07493 108.235 internal_count=911180 820991 637254 499918 137336 24708 183737 90189 176962 152243 129000 24719 84972 322956 249628 73328 6949 51152 244 210331 21952 39557 9205 19743 504 12665 23500 17646 151 5854 is_linear=0 shrinkage=0.01 Tree=535 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 10 9 10 5 9 0 5 10 3 10 9 9 9 5 9 10 9 5 9 5 9 9 10 split_gain=2477.52 1620.14 160.139 131.212 92.4861 40.3301 35.8577 33.5432 25.868 20.3735 19.85 18.297 17.7774 27.0754 21.5862 17.256 16.5202 16.3035 15.9439 15.4751 15.4164 16.1713 14.6106 13.2729 18.0716 13.1913 12.6333 12.0594 13.1874 27.7633 threshold=0.00025326936156485003 0.99989646673202526 5.1029428504989491e-06 0.51461192965507518 3.5050000000000003 0.99473056197166454 5.8950000000000005 0.99998754262924205 2.9750000000000005 0.0055486904457211009 49.500000000000007 4.7650000000000006 1.0000000180025095e-35 1.0000000180025095e-35 0.0043998162727802515 28.500000000000004 3.4846319977077662e-05 5.2950000000000008 4.8750000000000009 5.7950000000000008 152.50000000000003 3.1750000000000003 8.8294510192099562e-07 5.2250000000000005 32.500000000000007 2.8850000000000002 299.50000000000006 6.3850000000000007 6.9050000000000011 5.7526181080902469e-06 decision_type=2 2 2 2 10 2 10 2 10 2 2 8 2 2 2 10 2 10 10 10 2 10 2 10 2 10 2 10 10 2 left_child=2 3 22 4 9 11 16 -3 -7 -2 -8 -5 14 19 23 -15 -4 -10 -16 -14 -11 25 -1 -6 -25 -22 -19 -12 29 -29 right_child=1 7 6 5 12 8 10 -9 17 20 27 -13 13 15 18 -17 -18 26 -20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-0.0095601305223277332 -0.0029336452717231521 0.0063402863175947054 -0.0065817854365640598 0.00039174709308285302 -0.0017256487111238603 0.0062862001754199637 -0.0025384992901585014 0.0099238317495234235 0.00097985047793408032 -0.0013722592698075878 -0.0030209548503784462 0.0018208427393852542 -0.0026444214278112986 -0.0030288222436039083 0.00013564538242582172 0.0020129250550936532 -0.0044182412394507872 0.004178671087216583 0.001754789634725869 0.0025057201182451107 0.0020108538892121448 -0.0047378222425050152 -0.0077739446864984567 -0.00067633798607318648 0.0042488675986856383 0.010803944761601531 -0.0055461273775433877 0.13709471470864812 0.0055423037552809898 0.018173564083441056 leaf_weight=1507.812694098684 959.28178070858121 299.51089087128639 632.81519982009195 1525.8995046503842 459.25903298566118 247.16621148586273 131.87112964969128 2042.2315292670391 352.64539390429854 2072.2262961771339 12.715683388989417 2169.9102903492749 523.1918925838545 82.095142338424921 887.55537026841193 392.20493053272367 797.95189403533004 422.50900880619884 1932.0333757661283 65.666682459414005 55.332395628094673 23.34358736127615 657.70377447397914 237.67895228927955 108.51028259284794 24.666552502661943 13.794587157666681 0.20386551134288566 26.046169291017577 5.3001157937105745 leaf_count=365205 13848 9783 79067 9014 24995 8810 10589 115548 3013 11630 1576 13891 6853 1203 11184 5138 59588 4794 21309 542 311 221 116858 8117 5181 176 72 35 2094 535 internal_value=0 0.00182943 -0.00724282 0.00040516 -0.000389919 0.00171962 -0.00485103 0.00946549 0.00346322 -0.00171959 -0.000593525 0.00123081 0.000499192 -0.000637882 0.000832676 0.00114026 -0.00537516 0.00257882 0.00124511 -0.0020701 -0.00118427 0.00258522 -0.00901764 -0.00061112 0.000867429 0.00472208 0.0038712 0.0052007 0.00851428 0.0225784 internal_weight=0 14896.7 3772.42 12555 7823.05 4731.92 1606.9 2341.74 1036.12 3134.85 176.137 3695.81 4688.2 1063.16 3625.04 474.3 1430.77 788.949 2819.59 588.859 2175.57 103.343 2165.52 805.448 346.189 79.9989 436.304 44.2658 31.5502 5.50398 internal_count=911180 275633 635547 150302 110708 39594 153484 125331 16689 26186 14829 22905 84522 13736 70786 6341 138655 7879 32493 7395 12338 708 482063 38293 13298 487 4866 4240 2664 570 is_linear=0 shrinkage=0.01 Tree=536 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 4 5 1 5 5 5 2 5 1 2 0 1 4 1 2 5 5 5 10 2 5 split_gain=2443.05 1605.6 160.327 128.8 53.9051 33.7413 28.0189 17.0627 14.7063 13.4828 24.2244 14.2095 13.5998 13.02 12.2403 11.8451 11.3424 17.5211 11.2612 11.1853 10.0832 20.3036 10.0215 9.37216 8.40911 8.20374 13.6875 17.8673 7.92706 19.459 threshold=0.00025326936156485003 0.99989646673202526 5.1029428504989491e-06 0.18897357583045957 0.98755538463592529 0.99998754262924205 0.0035319819580763002 3.4846319977077662e-05 8.8294510192099562e-07 2.5000000000000004 135.50000000000003 0.75110619469026563 8.5000000000000018 1.0000000180025095e-35 12.500000000000002 0.16749174917491746 309.50000000000006 0.34556677890011228 0.8185736677115989 1.0000000180025095e-35 0.50144508670520238 4.5000000000000009 0.40553289138194804 0.8185736677115989 37.500000000000007 113.50000000000001 107.50000000000001 7.8110180766088902e-05 0.20112359550561798 107.50000000000001 decision_type=2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 left_child=2 3 8 6 13 16 23 -4 -1 -6 11 -11 15 19 -8 -13 -3 -18 -9 22 -15 28 -5 -2 -20 26 -26 -28 29 -22 right_child=1 5 7 4 9 -7 14 18 -10 10 -12 12 -14 20 -16 -17 17 -19 24 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-0.0095547473439447292 -0.0020327570430483935 0.0066956978467711996 -0.0059751282783211349 0.0016860466888997628 0.0035041172344249609 0.0099176810954626805 -0.00053614403415779271 -0.0043765573944459556 -0.0077553853358376711 0.0028518907515188803 -0.013048915329119819 -0.0095304134059347699 -0.0017381804700163106 0.00167000549915307 0.00067431193248265828 -0.042804593462863826 -0.020816258425664948 0.005594116326106382 -0.0026849872227859084 -0.00069350964734495534 0.0028249890661235849 -0.0094047142322221406 -3.876042397185147e-05 -5.8450776728977758e-06 0.0054731940578737395 -0.0026072660375192559 0.099346485915997998 0.0085339495537608157 -3.3338107236167237e-05 -0.0097534793851831378 leaf_weight=1493.6465609559091 1474.333828210365 286.77293129637837 714.06980136130005 685.62572300061584 1208.1566863926128 2023.1586482343264 3161.9246664261445 750.03767404495738 652.71000171080232 131.99591860175133 12.259287893772123 3.2797838766127851 19.916451750323176 2232.2361815366894 1135.3704853132367 1.5877885743975637 3.8595687039196473 7.1942147612571716 101.39673767238855 737.06459859199822 226.89450637623668 20.710611198097467 662.22823839262128 269.882351746317 18.492387511068959 14.562510879244654 0.3650574847124507 0.53295134892687201 553.23886176384985 13.003729399293659 leaf_count=365205 46944 9647 88563 3713 18253 115548 29315 55542 116858 1223 53 53 429 12710 16517 10 30 106 6436 4558 1314 132 3953 8012 1437 1446 26 34 3043 70 internal_value=0 0.00181437 -0.00722163 0.000401276 0.00137735 0.00945507 -0.0006502 -0.00482503 -0.00900756 0.00313401 0.000488803 0.00154737 -0.00540028 0.000905853 -0.000216334 -0.0203844 0.00631256 -0.0036274 -0.00389747 0.000296974 0.00132261 0.000369752 0.000838614 -0.00171913 -0.00124263 0.00306482 0.00732465 0.045451 0.000624985 0.00214317 internal_weight=0 14870.7 3745.81 12549.7 6508.2 2320.99 6041.51 1599.46 2146.36 1377.2 169.039 156.78 24.784 5131 4297.3 4.86757 297.827 11.0538 885.387 2084.92 3046.08 813.848 1347.85 1744.22 135.35 33.9529 19.3904 0.898009 793.137 239.898 internal_count=911180 275633 635547 150302 49514 125331 100788 153484 482063 20021 1768 1715 492 29493 45832 63 9783 136 64921 12224 17269 4559 7666 54956 9379 2943 1497 60 4427 1384 is_linear=0 shrinkage=0.01 Tree=537 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 9 10 10 9 10 5 1 1 9 4 5 9 5 5 9 5 9 10 9 9 10 5 10 9 1 split_gain=2409.06 1591.14 160.504 126.649 100.753 35.6173 34.1198 33.9217 25.7344 20.189 19.4175 31.9633 23.0797 18.8511 17.9877 25.0671 18.246 17.4733 19.1093 23.9817 17.2012 16.7018 16.4143 16.1518 15.382 23.9694 14.8577 14.802 14.1663 14.1619 threshold=0.00025326936156485003 0.99989646673202526 5.1029428504989491e-06 0.65440738201141369 3.3950000000000005 5.8950000000000005 0.99473056197166454 0.99998754262924205 2.9750000000000005 0.0055486904457211009 49.500000000000007 0.65419580419580436 0.67455869991594286 4.8650000000000011 1.5000000000000002 42.500000000000007 6.2350000000000012 1.0000000180025095e-35 103.50000000000001 5.3150000000000004 152.50000000000003 3.1750000000000003 2.9517374969145752e-05 5.2950000000000008 6.8250000000000011 2.3335483092523649e-05 296.50000000000006 8.8294510192099562e-07 9.7700000000000014 0.78596059113300509 decision_type=2 2 2 2 10 10 2 2 10 2 2 2 2 8 10 2 10 2 2 10 2 10 2 10 10 2 2 2 10 2 left_child=2 3 27 4 9 22 13 -3 -8 -2 -7 -12 -13 -5 17 28 29 -6 -19 -20 -11 -22 -4 -10 -14 -26 -18 -1 -16 -17 right_child=1 7 5 6 14 10 8 -9 23 20 11 12 24 -15 15 16 26 18 19 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0095493268965186288 -0.0029584531081306574 0.0062855554674115782 -0.0066417244757260409 0.00039871468782152342 1.8063035516971349e-05 -0.0024836278652502737 0.0062453500257922644 0.0099115255668693145 0.00094018781860620646 -0.0013938885171292761 0.0027649957097397493 0.11651904269893151 -0.0016360312302820099 0.001986398185663586 -0.0011010540770291578 0.00086645309522088868 0.010801545801111303 0.0018063833735644903 -0.0024768192671461918 0.0031260901264790948 0.0046529688506462595 -0.0056580833321607637 -0.0044451772746620126 0.0038236475056616162 0.10049776652710715 0.02102819116415687 -0.0052886373683387004 -0.0077367376284770721 0.010613948621562411 0.017358364402568424 leaf_weight=1479.6197316425387 921.00171017087996 296.1251665558666 567.60783501435071 1300.3512070849538 1377.2860077088699 130.95453067892231 244.96773592196405 2004.2656363630667 351.6465556062758 2142.8298567254096 41.044419590616599 0.31502514705061857 1.1758604750502857 1760.0746786762029 1217.1109795868397 245.34598433319479 36.308857279829681 2031.1873705489561 242.44598108297214 111.53756954055279 85.447655487805605 19.248051814734936 849.16873555583879 434.0557214692235 0.54172941669821728 1.2676883516833184 6.8162820553407064 647.7651988415746 10.410500232130287 5.319819835945963 leaf_count=365205 12777 9783 73107 7936 16213 10589 8810 115548 3013 11875 4038 18 116 11779 23052 8865 583 30663 6845 1913 509 166 65548 4866 30 38 137 116858 119 181 internal_value=0 0.00179956 -0.00720035 0.000397466 -0.000301611 -0.00479906 0.00184177 0.00944476 0.00341545 -0.0017115 -0.000546906 0.00517243 0.0351127 0.0013118 0.000543858 -0.000373718 0.00225013 0.000914871 0.00143272 -0.000711384 -0.00120051 0.00275731 -0.00532519 0.00253313 0.0265222 0.0448209 0.00825836 -0.00899741 -0.0010017 0.00121646 internal_weight=0 14843.8 3719.46 12543.4 8452.3 1592.08 4091.1 2300.39 1030.67 3168.53 175.299 44.3447 3.3003 3060.43 5283.77 1521.31 293.791 3762.46 2385.17 353.984 2247.53 104.696 1416.78 785.702 2.98528 1.80942 43.1251 2127.38 1227.52 250.666 internal_count=911180 275633 635547 150302 113898 153484 36404 125331 16689 25327 14829 4240 202 19715 88571 32937 9766 55634 39421 8758 12550 675 138655 7879 184 68 720 482063 23171 9046 is_linear=0 shrinkage=0.01 Tree=538 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 9 10 9 5 1 1 10 10 9 10 5 5 0 9 9 10 1 1 3 3 5 1 9 split_gain=2375.46 1576.81 160.672 124.413 67.7023 52.2522 37.5945 35.2651 34.1187 32.2132 18.9862 30.0421 19.1647 18.3781 16.3577 14.9526 14.8978 14.6273 14.3356 14.4938 15.2341 14.1013 19.9732 13.3663 21.6652 13.0429 12.6002 12.1377 11.964 18.2093 threshold=0.00025326936156485003 0.99989646673202526 5.1029428504989491e-06 0.18897357583045957 3.7350000000000008 0.98755538463592529 4.8650000000000011 5.8950000000000005 0.99998754262924205 8.8300000000000018 49.500000000000007 0.65419580419580436 0.67455869991594286 0.0055486904457211009 3.4846319977077662e-05 4.8950000000000005 8.8294510192099562e-07 210.50000000000003 1.0000000180025095e-35 1.0000000180025095e-35 6.0750000000000011 6.8250000000000011 2.3335483092523649e-05 0.53361581920903967 0.94494949494949509 21.500000000000004 23.500000000000004 17.500000000000004 0.74095860566448812 5.6050000000000013 decision_type=2 2 2 2 10 2 10 10 2 8 2 2 2 2 2 10 2 2 2 2 10 10 2 2 2 10 10 2 2 10 left_child=2 3 16 4 13 6 23 14 -3 -7 -9 -12 -13 -2 -4 26 -1 -15 19 20 -6 -14 -23 -5 27 -19 -8 -25 -17 -30 right_child=1 8 7 5 18 9 15 10 -10 -11 11 12 21 17 -16 28 -18 25 -20 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.0095438688088345883 -0.0028771082940370423 0.0062578009381950243 -0.0065125375488512584 0.00050185805933756242 0.0006772481740346763 0.0025620222597325078 -0.0061262616114201368 -0.0024647032942433037 0.0099053646071106064 0.0075564829005262193 0.0027299693374903439 0.10367067487718194 -0.0016222624933891028 -0.0013316147336730755 -0.0043427326275582044 0.001851431093416493 -0.0077180015725017842 0.026281892206768593 0.00080306393777273741 -0.0020830958409725968 -0.0041142370154369605 0.090411269178586648 0.020425235037160747 -0.002915772686057447 0.0017112393975429858 0.0030898648979503503 0.0062691626809639935 0.00083153206459053979 0.0016248753741182433 -0.0040039407679321399 leaf_weight=1465.7308520140359 1018.999230065383 294.47245964501053 621.25460448511876 1933.5512426830828 714.31122229248285 1226.5713259987533 8.8906189203262311 130.64200549479574 1985.5508958408609 144.33491438813508 41.154764018254355 0.35033172881230656 1.1739911988843235 1634.5957320909947 788.3080459642224 2106.2391182556748 642.86889335233718 2.5681409761309615 2138.6621317123063 411.78476897161454 73.150983165949583 0.59584811236709345 1.2919351356104014 420.91575748845935 200.78837276995182 43.479632863774896 105.69005400314927 108.77351187169552 153.57658414170146 91.842440538108349 leaf_count=365205 15954 9783 79067 12122 13749 13727 44 10589 115548 6294 4038 18 116 10114 59588 10874 116858 18 53465 6393 715 30 38 2701 1403 380 502 611 760 476 internal_value=0 0.00178463 -0.007179 0.000393636 -0.000640008 0.00135357 0.000890131 -0.00477313 0.00943427 0.00308786 -0.00054203 0.00509404 0.033608 -0.00181749 -0.00529906 0.00177983 -0.0089872 -0.00117503 0.000312322 -0.000562838 0.000232145 0.0255913 0.0425152 6.64855e-05 -0.00108593 0.00438331 0.00530737 -0.00214625 0.00160796 -0.00048158 internal_weight=0 14818.7 3693.37 12538.7 6037.55 6501.17 5130.27 1584.77 2280.02 1370.91 175.209 44.5669 3.41211 2699.64 1409.56 2466.24 2108.6 1680.64 3337.91 1199.25 787.462 3.06177 1.88778 2664.03 730.478 46.0478 114.581 529.689 2351.66 245.419 internal_count=911180 275633 635547 150302 100788 49514 29493 153484 125331 20021 14829 4240 202 26466 138655 12656 482063 10512 74322 20857 14464 184 68 16837 4715 398 546 3312 12110 1236 is_linear=0 shrinkage=0.01 Tree=539 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 2 2 0 3 2 3 2 2 4 10 4 10 4 3 10 4 4 4 2 4 2 split_gain=2342.3 1562.56 160.83 122.376 47.3827 34.3151 27.6701 16.8506 14.9936 11.5448 11.162 10.8752 13.5758 11.1116 10.3426 9.83308 9.81091 9.31162 9.21245 8.34236 7.99322 9.27218 7.42907 7.18615 7.18248 8.84236 7.79772 6.91536 6.7846 6.60517 threshold=0.00025326936156485003 0.99989646673202526 5.1029428504989491e-06 0.78322452306747448 0.0070173616986721008 0.99998754262924205 0.99766892194747936 3.4846319977077662e-05 8.8294510192099562e-07 0.84654631083202525 0.8185736677115989 1.0000000180025095e-35 28.500000000000004 0.69056183624528955 19.500000000000004 0.8185736677115989 0.99938118811881205 1.5000000000000002 0.049213243648409809 2.5000000000000004 0.020015737973153553 2.5000000000000004 29.500000000000004 0.18897357583045957 2.5000000000000004 10.500000000000002 7.5000000000000009 0.61781229345670863 3.5000000000000004 0.76506899055918665 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 8 2 8 2 2 10 2 8 2 10 10 2 8 10 8 2 10 2 left_child=2 3 8 4 15 -3 9 -4 -1 24 -9 18 13 20 -8 -2 17 -17 27 -16 -13 -22 -11 29 -5 26 -26 -6 -23 -15 right_child=1 5 7 6 11 -7 14 10 -10 22 -12 12 -14 23 19 16 -18 -19 -20 -21 21 28 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0095383726543127496 -0.0017470425872394904 0.0062300366892295055 -0.0059013307297293973 0.0014518896270160947 -0.00082499362398132299 0.0098991978174650958 0.0064108607162305046 -0.0043023162657081209 -0.007699177254909202 0.0048328266568433836 -0.0011689123991923396 -0.0076893334689727083 -6.6440202376457749e-05 0.0088244871396592605 0.003611908500082459 0.0028432264563380849 -0.0017814635642084723 -0.0019127716455072127 0.000726187853922141 5.8236872205938627e-05 -0.0031247098047417288 0.013334049485682653 0.0019975480556744651 0.0057492059426499436 -0.00047483233593984106 0.0072576177744562336 -0.010927109568327278 0.00056941548515246896 0.00023669941011745924 -0.0039051539778809626 leaf_weight=1451.9785818957025 1924.54481197102 292.8351623006165 702.07713523530401 2048.3392958790064 823.03840940631926 1967.0128232557327 118.35302860848606 741.17551751737483 638.02061756909825 153.43843796662986 134.283924899064 34.419581776484847 1558.9381388518959 4.9555861726403263 555.14774069190025 146.25355109572411 164.12087516766042 57.292609562166035 3486.3701994027942 74.981746536679566 206.45998554676771 5.6967130266129997 232.37075532227755 24.816405847668648 230.26232477463782 14.451799320057033 7.3658130690455428 626.30441838875413 12.93688161857426 22.969312943518162 leaf_count=365205 55527 9783 88563 15406 10438 115548 1783 55542 116858 1008 9379 359 9545 46 10788 4129 2991 2424 22186 895 1195 38 1611 120 1423 136 59 7926 88 181 internal_value=0 0.00176985 -0.00715758 0.000389853 -0.000217235 0.00942374 0.00199813 -0.00474723 -0.00897692 0.00152434 -0.00382169 0.000201523 -0.00044765 -0.00235085 0.00369849 -0.00146077 3.77214e-05 0.00150454 0.000447633 0.00318904 -0.00320126 -0.00251498 0.00312515 0.0018336 0.00125587 -0.000336946 -0.000798824 -0.000222428 0.00424086 -0.00164614 internal_weight=0 14793.7 3667.54 12533.8 9099.12 2259.85 3434.71 1577.54 2090 2686.23 875.459 6806.91 1871.19 312.254 748.483 2292.21 367.667 203.546 4935.71 630.129 259.513 225.094 385.809 52.7413 2300.42 252.08 237.628 1449.34 18.6336 27.9249 internal_count=911180 275633 635547 150302 117193 125331 33109 153484 482063 19643 64921 52122 11572 2027 13466 65071 9544 6553 40550 11683 1680 1321 2619 347 17024 1618 1482 18364 126 227 is_linear=0 shrinkage=0.01 Tree=540 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 5 10 5 5 2 2 5 5 3 3 2 2 2 10 5 5 10 3 10 2 3 2 split_gain=2309.86 1555.27 150.483 123.318 50.8035 34.5108 28.8596 17.2937 12.5208 12.2575 11.9071 11.404 17.1769 9.98984 9.26362 8.3146 8.1233 7.87091 11.9732 9.42038 7.49563 7.31976 9.25644 7.18864 6.98252 6.90141 9.43827 8.67053 6.89684 14.038 threshold=0.00022280584380490002 0.99989646673202526 4.0456557144352709e-06 0.18897357583045957 0.98755538463592529 0.99998754262924205 0.0023884368129074005 3.4846319977077662e-05 1.0000000180025095e-35 6.6807518805944721e-07 5.5000000000000009 309.50000000000006 0.6586800573888093 0.8185736677115989 956.50000000000011 497.50000000000006 22.500000000000004 19.500000000000004 0.29429808733309276 0.31838294448913923 0.87577160493827166 0.13270235061645502 103.50000000000001 37.500000000000007 0.99894970655441295 18.500000000000004 0.78322452306747448 0.33248299319727892 16.500000000000004 0.46697819314641748 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 8 2 2 2 2 2 2 2 10 2 2 10 2 left_child=2 3 9 6 8 11 -2 -4 -5 -1 17 -3 -13 -9 24 25 28 18 -8 -20 -21 -18 -23 -15 -6 26 -10 -28 29 -12 right_child=1 5 7 4 14 -7 10 13 15 -11 16 12 -14 23 -16 -17 21 -19 19 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0095965727833738305 -0.0018556657468840952 0.0065928484320787626 -0.0059809990064704256 0.00027517223672422867 0.0025325039963780848 0.0098930244573066355 -0.0049483038315644694 -0.0043639966753478802 0.0010847776235542569 -0.0079278739022145186 -0.0060204669114307151 0.0054582474879823822 -0.020771200046824312 -0.0026824177408656187 -0.0097689625934628509 -0.0033328546409100664 -0.00011038420417895023 -0.00047722574791944877 0.022357691912437701 0.00041413483740866105 -0.0057713901932705085 0.00069113237053204494 0.0063416064012143079 0.0028532074877584833 0.0040074361788124567 0.0012009662836893976 -0.00042231133827221908 0.0065161698628160777 0.0041065015246353276 0.0022394491127523826 leaf_weight=1336.9706941156182 1500.3061769213527 280.29376728180796 776.39888450643048 2083.9554335586727 839.85340346768498 1948.6498614116572 102.55854914151132 681.29185210401192 123.4402254037559 656.27470830350649 25.461232583038509 7.0552310235798341 3.8641430139541626 92.30908394115977 5.6200803071260443 38.561813700944185 1195.6427241126075 2789.5681337853894 1.7939837761223305 107.46950572542846 23.958363320678473 103.07050945609808 40.338055741041899 31.452477778540924 519.52156108058989 2772.5589960087091 22.616612438112497 88.424888890236616 102.65252019651234 107.22932929359376 leaf_count=342156 51973 9647 101543 12224 9863 115548 839 52585 649 126927 385 106 30 6064 29 247 19828 25955 29 1326 204 786 362 2797 10129 15724 125 524 1382 1194 internal_value=0 0.00173518 -0.00721959 0.000369697 0.00132868 0.00941317 -0.000651309 -0.00491616 0.000872438 -0.00904715 -0.000258482 0.00620226 -0.00382382 -0.00388922 0.00304322 0.00128112 0.000446808 -0.000625515 -0.00237996 -0.000402763 -0.000713442 0.000145673 0.0022805 -0.00127561 0.00309619 0.00134029 0.00298763 0.00510296 0.0021602 0.000654501 internal_weight=0 14834.5 3574.7 12594.6 6494.55 2239.86 6100.05 1581.45 5129.56 1993.25 4599.74 291.213 10.9194 805.053 1365 3045.6 1574.39 3025.35 235.78 133.222 131.428 1339.05 143.409 123.762 1359.37 3007.04 234.482 111.042 235.343 132.691 internal_count=911180 279108 632072 153777 49514 125331 104263 162989 29493 469083 52290 9783 136 61446 20021 17269 23937 28353 2398 1559 1530 20976 1148 8861 19992 17022 1298 649 2961 1579 is_linear=0 shrinkage=0.01 Tree=541 num_leaves=31 num_cat=0 split_feature=4 5 3 3 1 2 1 2 2 2 2 2 5 1 5 5 5 4 4 2 2 0 5 5 5 5 2 5 3 4 split_gain=41.134 17.1097 18.9006 17.8314 17.109 15.95 15.5509 15.4211 14.7673 18.4271 14.3913 20.0527 17.5941 66.2141 22.255 14.1156 20.0145 13.9266 12.6033 12.2172 15.7312 18.7198 12.0173 11.6383 11.4709 11.2628 10.6854 15.1976 11.694 12.274 threshold=2.5000000000000004 53.500000000000007 28.500000000000004 29.500000000000004 0.25092592592592594 0.50155279503105599 0.90508365508365518 0.47637648809523808 0.87439320388349528 0.87577160493827166 0.95260557053009898 0.94754041967664271 212.50000000000003 0.20701970443349751 26.500000000000004 11.500000000000002 9.5000000000000018 5.5000000000000009 3.5000000000000004 0.49341991341991348 0.16749174917491746 1.0000000180025095e-35 50.500000000000007 15.500000000000002 70.500000000000014 1.0000000180025095e-35 0.51234756097560985 50.500000000000007 17.500000000000004 1.5000000000000002 decision_type=10 2 10 8 2 2 2 2 2 2 2 2 2 2 2 2 2 10 10 2 2 2 2 2 2 2 2 2 10 10 left_child=1 3 6 7 10 19 24 25 -7 15 11 12 14 -14 17 16 -10 23 -6 20 21 -5 -13 -2 -3 -1 28 -28 29 -9 right_child=4 2 -4 5 18 8 -8 26 9 -11 -12 22 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.00014424875203017013 -0.0011636490960981705 -0.0023376750543664562 -0.0011768623575195941 0.0021502035367161393 -0.00091628264696173053 -0.00042480274187912579 -0.017604893481172886 0.00076304918005173352 0.0055971913658995681 0.00073919275618049187 -0.0032606572942029859 0.016365207666730417 -0.0072278346059462583 0.021674384895953285 -0.0050934178883738357 -0.0043211074775322111 0.022708802557917615 0.0032667822537258244 -0.0031270504339860621 0.0017838259719931027 -0.00010084125499404678 0.00035972832877524772 -0.0068635170312656649 0.0044042259103661352 0.0011776872064698303 -0.0015356516125475178 -8.639169597084738e-05 0.0073762644713887141 0.00083293260637659411 0.007357128416119461 leaf_weight=1305.6941667890642 324.09517370164394 106.1279196490068 1767.7457868631463 1071.3491670682561 431.27132516680285 2247.0887050917372 4.6477630641311398 51.782029998255894 25.16922162193805 1004.5172021624167 133.47492350486573 11.772036709124221 15.732412194949577 15.975925019942222 83.487444449216127 8.2402987098321301 9.3837818647734803 132.24997690715827 641.3477399640251 1248.0168330750894 1642.117099321913 1283.5108418818563 2.7468593253288409 42.459601462818682 740.45890455343761 1049.2450170007069 2324.8581498330459 27.613224322907627 543.54829677846283 62.056980796623975 leaf_count=45659 16794 8560 133356 22711 43593 99144 237 2468 819 27887 7106 144 2410 854 21067 335 117 3670 60521 40598 71461 38672 382 2892 53193 59191 122370 1375 20210 3384 internal_value=0 0.00015409 -0.000587359 0.000293749 -0.00142422 0.000577595 0.000636855 -0.000158062 3.2275e-05 0.00101297 -0.000278475 0.000354834 8.01646e-05 0.00733426 -0.000314852 0.00743958 0.0102443 0.00048496 -0.00223816 0.000920113 0.000650427 0.00117431 0.0119705 -0.000518698 0.000737002 -0.000764189 0.000316176 1.20469e-06 0.00144331 0.00435768 internal_weight=0 16523.2 2618.98 13904.2 1834.61 8539.39 851.235 5364.8 3294.4 1047.31 761.994 628.519 614.001 31.7083 582.292 42.7933 34.553 498.805 1072.62 5244.99 3996.98 2354.86 14.5189 366.555 846.587 2354.94 3009.86 2352.47 657.387 113.839 internal_count=911180 751747 195346 556401 159433 301744 61990 254657 128302 29158 55319 48213 47687 3264 44423 1271 936 23356 104114 173442 132844 61383 526 19686 61753 104850 149807 123745 26062 5852 is_linear=0 shrinkage=0.01 Tree=542 num_leaves=31 num_cat=0 split_feature=9 4 0 9 9 9 1 2 2 9 2 2 2 4 1 2 1 2 4 2 1 1 1 9 2 1 1 2 1 9 split_gain=145.028 24.3463 17.8176 17.4079 40.7325 19.2526 17.3194 16.9704 19.4843 17.1071 16.7795 16.5673 42.1457 16.4342 16.8671 30.6851 21.358 23.1878 17.8387 15.5889 17.674 26.8331 33.0001 19.0403 13.9592 17.1546 22.905 13.879 20.1897 16.713 threshold=1.3750000000000002 2.5000000000000004 1.0000000180025095e-35 4.3750000000000009 5.4850000000000012 9.7700000000000014 0.26344707923655292 0.95260557053009898 0.94754041967664271 5.7250000000000005 0.24165739710789766 0.50155279503105599 0.59532897128316986 3.5000000000000004 0.31296641791044782 0.8185736677115989 0.33460559796437661 0.62453007518796999 1.5000000000000002 0.37341365461847392 0.58374587458745886 0.54182569974554717 0.53873431533006011 5.7950000000000008 0.95867486338797814 0.062895569620253167 0.17416582406471184 0.68457101658255237 0.30735492577597845 5.4150000000000009 decision_type=10 10 2 10 10 10 2 2 2 10 2 2 2 8 2 2 2 2 10 2 2 2 2 8 2 2 2 2 2 10 left_child=2 3 10 -2 11 19 7 8 -3 -10 -1 -5 -13 14 15 -12 18 -18 -16 -6 21 22 -21 -24 25 -7 -27 28 -8 -30 right_child=1 6 -4 4 5 24 27 -9 9 -11 13 12 -14 -15 16 -17 17 -19 -20 20 -22 -23 23 -25 -26 26 -28 -29 29 -31 leaf_value=-0.00015731273754801799 0.00017853111134074264 0.00012797231353717817 0.0033667273363200234 -0.0004922647972286741 -0.00056346585563448164 -0.0083239978673433895 0.070371340442589525 -0.0036162149926871703 0.016577599485370853 -0.013144139709273445 -0.0021704472195082443 -0.0045276972488716549 -0.0010451222073874814 -0.0044151668415371385 0.010583375654295893 0.0038170707568513885 0.0032356838999400483 -0.0032047638423905169 -0.0025167955582677693 0.0010489481606905612 0.0050233083638292807 -0.0055713808050891775 0.029717537553859499 0.00127808876963627 0.012125206165271745 0.055263808482244839 -0.00065424643885525914 -0.0059070353389158396 -0.0032381567098309517 -0.00052100351256326074 leaf_weight=402.8856443958357 6205.1536925162654 580.99984871083871 900.31923606991768 2769.4160442149732 729.3606806981843 54.815356643870473 0.38597104395739634 126.72832806792576 12.204153194790704 2.3017937187105408 187.12922146078199 414.4242329346016 2151.8024578215554 36.33000625949353 60.983333121985197 157.74320676457137 664.51284330105409 61.036572965793312 12.530465511605142 1590.9016289468855 111.72279274999164 61.430874785874039 6.3570550386793885 3.73861526278779 5.1685574937146148 0.74750329577363928 36.574779829708859 97.554438831983134 484.56859727832489 424.84767832723446 leaf_count=11595 170185 47521 39037 147460 26263 16425 30 6903 229 297 4260 40783 154455 863 1354 5523 26114 1166 277 92579 4283 3950 184 515 167 39 7184 17830 50643 33066 internal_value=0 -0.000355231 0.00224353 -0.000218259 -0.00052849 0.000497624 -0.00147516 -0.000293346 0.000413787 0.0118614 0.00160477 -0.00102866 -0.00160753 0.00220626 0.00241655 0.000568218 0.00321429 0.00269388 0.00835044 0.000667247 0.0011732 0.000914453 0.00116332 0.0191859 -0.00386648 -0.00476355 0.000465699 -0.00232247 -0.00193811 -0.0019688 internal_weight=0 15871.2 2483.47 14141.6 7936.46 2600.82 1729.59 722.234 595.506 14.5059 1583.15 5335.64 2566.23 1180.27 1143.94 344.872 799.063 725.549 73.5138 2503.51 1774.15 1662.43 1601 10.0957 97.3062 92.1376 37.3223 1007.36 909.802 909.416 internal_count=911180 820991 90189 664472 494287 151589 156519 54950 48047 526 51152 342698 195238 39557 38694 9783 28911 27280 1631 127774 101511 97228 93278 699 23815 23648 7223 101569 83739 83709 is_linear=0 shrinkage=0.01 Tree=543 num_leaves=31 num_cat=0 split_feature=4 5 1 2 2 5 5 8 1 2 2 5 1 5 5 4 4 5 5 2 1 4 5 4 4 0 2 5 0 5 split_gain=39.6012 16.6758 16.4772 14.4432 14.7057 14.1601 16.5076 14.1536 13.9088 13.8264 19.3119 17.2299 64.4133 21.8753 13.7969 13.6245 12.4045 11.6205 11.4018 10.2838 29.7754 10.5107 9.54063 9.31895 12.5573 8.92641 8.46954 12.1201 18.6831 8.40784 threshold=2.5000000000000004 53.500000000000007 0.25092592592592594 0.97385509227614497 0.99261982570806107 261.50000000000006 214.50000000000003 11406.500000000002 0.062895569620253167 0.95260557053009898 0.94754041967664271 212.50000000000003 0.20701970443349751 26.500000000000004 59.500000000000007 5.5000000000000009 3.5000000000000004 50.500000000000007 15.500000000000002 0.68457101658255237 0.31601439496176342 5.5000000000000009 283.50000000000006 7.5000000000000009 6.5000000000000009 1.0000000180025095e-35 0.50155279503105599 10.500000000000002 1.0000000180025095e-35 56.500000000000007 decision_type=10 2 2 2 2 2 2 8 2 2 2 2 2 2 2 10 10 2 2 2 2 10 2 10 8 2 2 2 2 2 left_child=1 7 9 8 5 6 -5 -1 -3 10 11 13 -13 15 -10 18 -4 -12 -2 20 29 22 26 24 -23 -16 27 -22 -29 -18 right_child=2 3 16 4 -6 -7 -8 -9 14 -11 17 12 -14 -15 25 -17 19 -19 -20 -21 21 23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.015371615929191489 -0.001154288722015114 -0.004984656260434114 -0.00088645546275118229 0.00440562105490022 -0.00044882002890353441 -0.013455960025167935 0.01731968416308385 0.00028225268020166239 -0.0041454881998196349 -0.0032017045289620145 0.016077123937447094 -0.0071915159455799363 0.021298249776884565 -0.0050622175611122399 -0.00060174945807098593 0.0032292430842665093 0.050315735560313768 -0.0068142005129141871 0.0043543169382577107 -0.0066038864374926287 -0.0061248943910046571 -0.00027065168310186387 -0.010441807760080621 -0.0046898089142956784 0.010723825294889765 0.0025705086419615677 -0.0013615118364167433 -0.0032462905533369238 0.010638091854842102 -0.010112085965897773 leaf_weight=6.2189972214400768 324.0066916665528 75.968264341587201 430.45909408724401 58.709680620348081 88.651880647754297 3.711663640337064 11.9054714362137 13893.116435300326 107.09661569423042 133.11757665185723 11.753582173725588 15.655366375693122 16.094436593353748 83.178436356713064 2178.9008526897524 132.20663880254142 1.3537222803570319 2.7332996837794772 42.503378985216841 73.401023897808045 152.10130707011558 112.69288859493099 19.558510289061815 42.34587057644967 11.443220592802389 92.467710979515687 143.16825965384487 72.037485323264264 11.198147922987117 0.2774469214491545 leaf_count=221 16794 6067 43593 1285 3431 294 147 556180 7969 7106 144 2410 854 21067 172411 3670 171 382 2892 14321 8907 3484 3893 2593 385 3742 16623 9818 245 81 internal_value=0 0.000151118 -0.0013988 -0.000581104 0.00230164 0.00558221 0.00658289 0.000289004 -0.000772523 -0.000274195 0.00034622 7.6809e-05 0.00725036 -0.0003146 -0.000637988 0.000477231 -0.00219887 0.0117581 -0.000515468 -0.00308217 -0.0026256 -0.00274887 -0.00363129 -0.000638985 0.000742851 -0.000472606 -0.00327937 -0.0044461 -0.00137835 0.0400375 internal_weight=0 16516.7 1831.29 2617.41 162.979 74.3268 70.6152 13899.3 2454.43 761.249 628.132 613.645 31.7498 581.895 2378.47 498.717 1070.04 14.4869 366.51 639.578 566.177 564.546 398.064 166.482 124.136 2271.37 378.505 235.337 83.2356 1.63117 internal_count=911180 751747 159433 195346 5157 1726 1432 556401 190189 55319 48213 47687 3264 44423 184122 23356 104114 526 19686 60521 46200 45948 39486 6462 3869 176153 35593 18970 10063 252 is_linear=0 shrinkage=0.01 Tree=544 num_leaves=31 num_cat=0 split_feature=9 4 0 9 9 3 2 2 9 1 2 2 2 9 4 1 2 1 2 4 2 3 1 1 1 9 3 2 1 1 split_gain=142.065 23.3528 17.4604 17.1097 33.7562 20.9739 24.9384 35.4216 18.9251 16.759 16.5056 16.394 18.7547 16.6281 15.9429 16.5393 30.073 20.9546 22.7381 17.5192 15.2614 17.7483 17.3344 26.3316 32.1417 18.3755 15.1797 13.7052 16.975 22.417 threshold=1.3750000000000002 2.5000000000000004 1.0000000180025095e-35 3.8050000000000002 5.4850000000000012 29.500000000000004 0.50155279503105599 0.59532897128316986 9.7700000000000014 0.26344707923655292 0.24165739710789766 0.95260557053009898 0.94754041967664271 5.7250000000000005 3.5000000000000004 0.31296641791044782 0.8185736677115989 0.33460559796437661 0.62453007518796999 1.5000000000000002 0.37341365461847392 19.500000000000004 0.58374587458745886 0.54182569974554717 0.53873431533006011 5.7950000000000008 28.500000000000004 0.95867486338797814 0.062895569620253167 0.17416582406471184 decision_type=10 10 2 10 10 8 2 2 10 2 2 2 2 10 8 2 2 2 2 10 2 8 2 2 2 8 10 2 2 2 left_child=2 3 10 -2 5 -5 -7 -8 20 11 -1 12 -3 -14 15 16 -12 19 26 -17 21 -6 23 24 -22 -26 -19 28 -10 -30 right_child=1 9 -4 4 8 6 7 -9 27 -11 14 -13 13 -15 -16 17 -18 18 -20 -21 22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.00015807314441520731 0.0002548361049485636 0.00012727659657829293 0.0033346483113859834 -0.0015733739450141326 -0.0030607066435700985 0.00032464881509877892 -0.0043287797480261528 -0.00064096528718204416 -0.0082998758131332881 -0.0022848881477872066 -0.0021485827218124857 -0.0035583492295955649 0.016291091011783762 -0.013113092434736904 -0.0043385301517490354 0.01048940900447755 0.0037809596210743287 0.0062000791916289105 -0.0031732372094202617 -0.0024923405383655843 0.0010354418854406249 0.0004134055354722323 0.0049706193348754858 -0.0055315347841605553 0.029156742405676495 0.0012716886752619091 0.0024417078443688613 0.012062168913848943 0.054635434064573031 -0.00065114733790980108 leaf_weight=402.88550520129502 4972.2027980640996 580.67834473168477 898.92700441274792 2513.023676936049 204.25396562297828 2157.5366727886721 311.72358996840194 1583.5723627193365 54.397745329188183 1004.3586087131407 187.0473765656352 126.36451166740153 12.18938591389451 2.2834729957394293 36.293951066210866 60.91135246027261 157.60077688097954 134.87006030417979 61.02317220531404 12.534805298782883 1591.4278377166484 525.07897166116163 111.78263267409056 61.26455796812661 6.4137254466768328 3.7419090189505377 528.85029523679987 5.1281145452521733 0.74840626236982544 36.568304110551253 leaf_count=11595 123619 47521 39037 172608 9079 92859 26351 97446 16425 101569 4260 6903 229 297 863 1354 5523 5868 1166 277 92579 17184 4283 3950 184 515 20246 167 39 7184 internal_value=0 -0.000351538 0.00222173 -0.000217493 -0.000473695 -0.000855621 -0.000410566 -0.00124751 0.000490495 -0.00144967 0.00158936 -0.000287045 0.00040753 0.0116518 0.00218642 0.00239364 0.00056288 0.00318414 0.00266834 0.00827386 0.000658254 -0.00055954 0.00115874 0.000902491 0.00114861 0.0188823 0.00320542 -0.00384707 -0.00473662 0.000457654 internal_weight=0 15864.7 2480.94 14138.9 9166.66 6565.86 4052.83 1895.3 2600.81 1725.87 1582.02 721.516 595.151 14.4729 1179.13 1142.84 344.648 798.19 724.744 73.4462 2503.96 729.333 1774.63 1662.85 1601.58 10.1556 663.72 96.8426 91.7145 37.3167 internal_count=911180 820991 90189 664472 540853 389264 216656 123797 151589 156519 51152 54950 48047 526 39557 38694 9783 28911 27280 1631 127774 26263 101511 97228 93278 699 26114 23815 23648 7223 is_linear=0 shrinkage=0.01 Tree=545 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 9 10 9 10 10 4 9 4 4 1 1 10 9 1 9 2 9 2 2 9 1 1 2 split_gain=2271.68 1538.28 150.542 121.096 66.6702 49.9303 38.9886 37.2603 34.6901 31.7425 17.4104 16.0908 16.0364 14.7437 13.8931 13.8485 13.0926 21.1113 12.3499 11.7764 11.5868 17.7198 12.1371 11.1775 13.683 22.3108 10.7432 18.6067 14.6213 42.5587 threshold=0.00022280584380490002 0.99989646673202526 4.0456557144352709e-06 0.18897357583045957 3.7350000000000008 0.98755538463592529 5.8950000000000005 4.8650000000000011 0.99998754262924205 8.8300000000000018 0.0055486904457211009 2.9517374969145752e-05 2.5000000000000004 4.8950000000000005 3.5000000000000004 1.5000000000000002 0.53361581920903967 0.94494949494949509 6.6807518805944721e-07 3.2350000000000008 0.74095860566448812 5.6050000000000013 0.18237250554323722 1.6450000000000002 0.82274865591397861 0.87577160493827166 5.4750000000000005 0.77442071785552036 0.15831244778613199 0.82274865591397861 decision_type=2 2 2 2 10 2 10 10 2 8 2 2 10 10 10 10 2 2 2 10 2 10 2 10 2 2 10 2 2 2 left_child=2 3 18 4 10 7 11 16 19 14 12 -4 23 -9 -7 26 -5 -18 -1 -3 -15 22 -22 24 -2 -26 -6 28 -28 -30 right_child=1 8 6 5 15 9 -8 13 -10 -11 -12 -13 -14 20 -16 -17 17 -19 -20 -21 21 -23 -24 -25 25 -27 27 -29 29 -31 leaf_value=-0.0095905669736396776 -0.0019099087972822891 0.008298496432500347 -0.0066403369769992516 0.00047505098270649222 0.00030944297692853595 0.0028115872420712978 -0.00042957643342285829 0.0052541703534016403 0.0098865071268809963 0.0074976911423381446 -0.0011776054326855187 -0.0044819968785194692 -0.0087541847570870995 0.0018194284936018305 -0.0011400197949771726 -0.00068519496900471574 -0.0021439380255743605 0.0016676076881372011 -0.0079070346395070136 0.004257936075277519 0.003497600125813652 -0.0039484560321114276 -0.0025696979852926028 -0.0034955040590059572 0.017197487875995975 -0.0002159672798431649 0.00087602553827767981 -0.0043359590884199601 0.0034189024846217404 0.029046427839567308 leaf_weight=1321.1968484370736 402.77277299948037 137.11564697604626 622.75335451308638 1930.6636074706912 1732.7118907123804 1122.7735105790198 174.45859143068083 114.51620712131262 1926.6107756323181 141.77527511864901 1679.296899644658 775.60371695575304 43.646775268949568 2104.7049297913909 96.629086896777153 1009.3542044037022 529.2618640717119 200.31463795341551 650.15645407524426 152.19947494380176 105.57442833483219 91.936370216310024 47.942705314606428 563.40003927797079 9.9921257812529785 27.907801536843181 316.66705139167607 45.252033794298768 255.60146782081574 6.6485476791858664 leaf_count=342156 3324 6900 84568 12122 39006 12688 16050 546 115548 6294 10512 62371 1096 10874 1039 29529 3312 1403 126927 2883 511 476 249 12094 107 198 3573 492 4230 102 internal_value=0 0.00171905 -0.00719444 0.00036572 -0.000646567 0.0013167 -0.00488709 0.000864523 0.00940165 0.00301915 -0.00180874 -0.00544321 -0.00282032 0.00175037 0.00249845 0.000294917 4.3795e-05 -0.00109743 -0.00903533 0.00617289 0.00157964 -0.000476456 0.00160281 -0.00256238 -0.00136938 0.004375 0.000714659 0.00183955 0.00232227 0.00406861 internal_weight=0 14795.3 3544.17 12579.3 6093.25 6486.09 1572.82 5124.91 2215.93 1361.18 2727.02 1398.36 1047.72 2464.67 1219.4 3366.24 2660.24 729.577 1971.35 289.315 2350.16 245.454 153.517 1004.07 440.673 37.8999 2356.88 624.169 578.917 262.25 internal_count=911180 279108 632072 153777 104263 49514 162989 29493 125331 20021 27331 146939 16819 12656 13727 76932 16837 4715 469083 9783 12110 1236 760 15723 3629 305 47403 8397 7905 4332 is_linear=0 shrinkage=0.01 Tree=546 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 9 10 9 10 9 10 1 1 10 3 9 9 3 2 1 9 2 2 2 9 2 9 9 split_gain=2240.08 1524.23 150.718 118.745 65.4318 49.1618 38.6557 36.5125 34.8688 31.5075 17.163 14.4509 14.3859 12.8332 20.6913 12.4329 12.3481 11.7637 11.6341 20.646 14.7765 11.356 17.355 11.8977 11.1272 19.4253 16.8246 10.9448 10.8062 15.1302 threshold=0.00022280584380490002 0.99989646673202526 4.0456557144352709e-06 0.18897357583045957 3.7350000000000008 0.98755538463592529 5.3550000000000013 4.8650000000000011 0.99998754262924205 8.8300000000000018 0.0055486904457211009 4.8950000000000005 2.9517374969145752e-05 0.53361581920903967 0.94494949494949509 6.6807518805944721e-07 23.500000000000004 3.2350000000000008 5.2250000000000005 27.500000000000004 0.27320574162679429 0.74095860566448812 5.6050000000000013 0.18237250554323722 0.29429808733309276 0.34514106583072107 5.0050000000000008 0.83939594356261027 3.0050000000000003 5.0750000000000011 decision_type=2 2 2 2 10 2 10 10 2 8 2 10 2 2 2 2 10 10 8 10 2 2 10 2 2 2 10 2 10 10 left_child=2 3 15 4 10 7 12 13 17 28 27 16 -4 -5 -15 -1 -9 -3 19 24 -20 -13 23 -23 -6 26 -26 -2 -7 -30 right_child=1 8 6 5 18 9 -8 11 -10 -11 -12 21 -14 14 -16 -17 -18 -19 20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.0095855339861814978 -0.0031164632787163016 0.0082807577101989809 -0.00687623877940412 0.0004703348361341941 -0.0063494981710784468 0.004691422228304507 -0.0017797114340151758 -0.0061182650052050962 0.0098803091160821945 0.0074743159078298552 -0.0011662881753659443 0.0018010988675196014 -0.0047084625819423919 -0.0021222551609702432 0.0016520260191565008 -0.0078893018937343622 0.0061540614334010466 0.0042305666364662285 -0.00099111088318037379 0.00020631906847990046 0.0015199517555866604 0.0034629783824008148 -0.0039053050155007929 -0.0025454653729487142 0.0016913552225678921 -0.002473069092899528 0.02414555711556329 0.00049495923431104854 0.00053886238215789385 0.0030313602846870464 leaf_weight=1308.7340949820355 953.31157747935504 136.04067012388259 546.75530343293212 1930.523271208629 65.592237883713096 186.69913040660322 323.08695906912908 8.8886004090309125 1908.6312556779012 140.80136716831475 1678.6396122891456 2104.8622920438647 695.60064545110799 529.32228679955006 200.18260584771633 645.12686624925118 105.63000325113535 151.65502208098769 297.40528456261382 1692.1317449202761 1105.2380779273808 105.56368110328913 92.022250652313232 47.915261525660753 9.6881108302623016 191.77946603531018 5.0901836291886857 92.017270368523896 394.71793550625443 635.88554260134697 leaf_count=342156 15395 6900 70291 12122 1455 4275 39065 44 115548 6294 10512 10874 53633 3312 1403 126927 502 2883 4054 42200 22784 511 476 249 305 6019 115 1424 3209 6243 internal_value=0 0.00170481 -0.00717311 0.000362217 -0.000640365 0.00130416 -0.00486114 0.000855879 0.00939112 0.00299578 -0.00179268 0.00173272 -0.00566249 4.33613e-05 -0.00108656 -0.00902547 0.00520152 0.00614575 0.000291897 -0.000204834 0.000987526 0.00156371 -0.000471594 0.00158718 -0.00276124 -0.00162179 0.0094254 -0.00279856 0.00247776 0.00207674 internal_weight=0 14770.2 3519.3 12573.9 6090.89 6483.01 1565.44 5124.91 2196.33 1358.1 2723.97 2464.88 1242.36 2660.03 729.505 1953.86 114.519 287.696 3366.93 1964.28 1402.64 2350.36 245.501 153.479 272.15 206.558 14.7783 1045.33 1217.3 1030.6 internal_count=911180 279108 632072 153777 104263 49514 162989 29493 125331 20021 27331 12656 123924 16837 4715 469083 546 9783 76932 50094 26838 12110 1236 760 7894 6439 420 16819 13727 9452 is_linear=0 shrinkage=0.01 Tree=547 num_leaves=31 num_cat=0 split_feature=3 1 0 0 2 2 3 3 1 2 2 2 2 2 2 3 1 2 3 2 3 3 2 1 1 3 2 3 2 2 split_gain=18.8102 12.1445 37.3366 25.6662 15.1174 14.9558 13.5738 11.2509 7.76431 13.653 7.35959 7.01923 10.6374 8.5821 20.2834 11.0483 10.0693 7.80723 7.56029 7.51064 31.6645 18.2388 10.4754 12.0108 9.24599 9.05071 8.58799 7.11942 7.02373 14.3172 threshold=42.000000000000007 0.051836094939543158 1.0000000180025095e-35 1.0000000180025095e-35 0.92890109890109895 0.99938118811881205 27.500000000000004 28.500000000000004 0.45848997493734339 0.45416348357524833 0.61560191221208183 0.87439320388349528 0.87577160493827166 0.68783602150537648 0.66349106014087067 1.0000000180025095e-35 0.34387500000000004 0.88847429519071319 29.500000000000004 0.16749174917491746 20.500000000000004 24.500000000000004 0.4817045961624275 0.49844720496894418 0.45244745943069969 12.500000000000002 0.19929078014184398 17.500000000000004 0.39415279556124627 0.37341365461847392 decision_type=10 2 2 2 2 2 8 8 2 2 2 2 2 2 2 10 2 2 10 2 10 10 2 2 2 10 2 10 2 2 left_child=1 3 4 5 11 -1 -7 -4 10 -10 -9 13 -13 14 15 -3 -17 -14 -15 20 -18 22 25 24 -24 -21 -23 -25 29 -27 right_child=-2 2 7 -5 -6 6 -8 8 9 -11 -12 12 17 18 -16 16 19 -19 -20 21 -22 26 23 27 -26 28 -28 -29 -30 -31 leaf_value=0.0019970863918824071 0.014396216615284146 -0.044960113506126442 -0.00048417430663016861 -0.00031941382334383788 -0.0034896010293909902 -0.0024681037624201892 0.00081669677962266027 -0.0022296577076453489 0.00039554832582963011 0.0022919851358240827 0.00072704200320362 0.0040205487329530512 -0.0037741699391694726 -0.00029017062485072793 0.0014488170654705999 -0.0048310009767898818 -0.0030253822179435613 0.00070557890787873085 -0.0014499662069082377 -0.0019954224563916391 0.0012642730661357 -0.0051407990899212342 0.0015245070882695141 0.0057417494957895448 -0.0026102497098666206 0.0008182530269384208 -0.00068320503097610015 0.0015479372168593162 -0.0014096162243654171 0.0086948468030740265 leaf_weight=1161.424374415772 9.0671845213510078 0.55654474068432946 483.49467668915167 2137.9602098751348 156.95043972460553 148.27193010295741 830.07004327746108 100.27687067328952 614.96524990326725 991.9697615262121 524.63547675334848 87.035057928878814 45.147527434397489 980.38628271513153 637.87164829135872 51.022913392283954 215.33570945984684 281.29748819058295 1317.190339262248 189.08568021201063 856.6234421026893 43.557023241417482 265.17549375304952 96.020762263680808 67.937949469895102 161.01818846224342 5595.6213588919491 69.979424836463295 93.266593887819909 26.937805167282932 leaf_count=35679 307 24 24089 69646 15226 8772 18117 3527 22066 31892 18259 3590 4137 81552 36014 3801 5219 19870 86177 15643 23078 2786 22018 5919 6370 11052 323412 3935 7746 1257 internal_value=0 -1.06327e-05 -0.000153539 0.000455507 -0.000407809 0.00122977 0.000318871 0.000898812 0.00119841 0.00156623 0.000252594 -0.000364159 0.00091422 -0.000413709 -0.000265104 -0.000406496 -0.000403288 8.60271e-05 -0.000955076 -0.000373875 0.000402565 -0.000499818 0.000767236 0.0017763 0.00068123 -0.000303635 -0.000717635 0.0039738 0.000833872 0.00194712 internal_weight=0 18231.1 13953.4 4277.73 11238 2139.77 978.342 2715.34 2231.85 1606.94 624.912 11081.1 413.48 10667.6 8370.01 7732.14 7731.58 326.445 2297.58 7680.56 1071.96 6608.6 969.422 499.114 333.113 470.308 5639.18 166 281.223 187.956 internal_count=911180 910873 778659 132214 678826 62568 26889 99833 75744 53958 21786 663600 27597 636003 468274 432260 432236 24007 167729 428435 28297 400138 73940 38242 28388 35698 326198 9854 20055 12309 is_linear=0 shrinkage=0.01 Tree=548 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 9 10 10 9 10 10 9 10 9 4 4 10 4 9 9 9 1 9 2 9 2 2 9 2 9 split_gain=2208.08 1510.22 150.889 116.671 84.9916 38.4097 36.0892 35.0452 25.0406 17.4866 17.2605 16.5421 15.9939 15.7903 13.9084 12.688 12.5195 12.5048 14.5648 11.799 11.7463 11.6417 11.5686 12.527 18.7924 11.5622 23.192 11.1384 10.403 9.77641 threshold=0.00022280584380490002 0.99989646673202526 4.0456557144352709e-06 0.51461192965507518 3.5050000000000003 5.8950000000000005 0.99473056197166454 0.99998754262924205 2.9750000000000005 0.0055486904457211009 0.0028879296733066002 4.7650000000000006 2.9517374969145752e-05 5.2950000000000008 2.5000000000000004 2.5000000000000004 6.6807518805944721e-07 1.5000000000000002 4.8850000000000007 3.3950000000000005 3.2350000000000008 0.12062851552946931 4.5150000000000006 0.80969148222669363 2.9450000000000007 0.85037313432835837 0.87577160493827166 5.285000000000001 0.091229193341869366 2.3850000000000002 decision_type=2 2 2 2 10 10 2 2 10 2 2 8 2 10 10 10 2 10 10 8 10 2 10 2 10 2 2 10 2 10 left_child=2 3 16 4 9 12 11 20 -8 14 27 22 -4 -10 19 -15 -1 -12 -19 -2 -3 -17 23 -5 29 -21 -27 -6 -7 -25 right_child=1 7 5 6 10 28 8 -9 13 -11 17 -13 -14 15 -16 21 -18 18 -20 25 -22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-0.0095803665774458185 -0.0034937603226107374 0.0082628284304037593 -0.0065936584203278312 0.00027295790489505813 -0.0016498244041796299 -0.0061781470555681587 0.0061135812231449052 0.0098741526078336053 0.0008259862436940489 -0.001158841604939852 0.0011121961658712275 0.0017076846751188661 -0.004430098644548049 0.0045330038476382849 -0.0085777857811222442 0.0062919510788373226 -0.0078709225341758154 -0.0019082041818195112 0.00061089789808595977 -0.0017128131787167691 0.0042037177157232784 -0.0021379811326392769 -0.0021231556245967626 0.0038156866922928918 0.0049310775884456532 0.022053620689692049 0.00030733386973890212 0.00067219149961827236 0.00062838849391204192 -0.0058300693139579363 leaf_weight=1296.0698556795251 536.81791738700122 134.96210806909949 614.87039248365909 1169.2965166941285 560.44911282509565 26.48414962249808 237.93808994162828 1890.6076746294275 348.68644589930773 2171.4377264417708 2749.4600583091378 2161.5616963710636 769.0046292853076 345.73880822956562 39.562662403099239 22.548539351671934 639.98140794236679 329.99097706098109 753.79580670874566 369.96049970760942 151.11852295696735 59.902461977675557 168.63067516684532 16.192218400537968 137.73055567592382 6.1458072699606445 24.274911650456488 327.18270433787256 147.58087721909396 29.93080647289753 leaf_count=342156 9910 6900 84568 7179 30222 1526 8810 115548 3013 12338 28045 13891 62371 3906 911 221 126927 5337 11049 3533 2883 739 783 167 680 65 186 12587 14524 205 internal_value=0 0.00169041 -0.00715112 0.000358447 -0.000386052 -0.00483452 0.00160543 0.00938057 0.00327518 -0.00165869 0.000462632 0.00114539 -0.00539139 0.00240585 -0.00276992 0.00369238 -0.00901529 0.000753602 -0.000156117 -0.00252474 0.00611865 0.00016742 0.000346689 0.000654484 0.00308096 -0.00122552 0.00470067 -0.000793925 -0.000407232 -0.00244377 internal_weight=0 14743.9 3493.99 12567.2 7869.08 1557.94 4698.16 2176.69 1014.81 3148.2 4720.88 3683.34 1383.88 776.876 976.762 428.19 1936.05 3833.25 1083.79 937.199 286.081 82.451 1521.78 1353.15 183.854 400.381 30.4207 887.632 174.065 46.123 internal_count=911180 279108 632072 153777 114183 162989 39594 125331 16689 26943 87240 22905 146939 7879 14605 4866 469083 44431 16386 13694 9783 960 9014 8231 1052 3784 251 42809 16050 372 is_linear=0 shrinkage=0.01 Tree=549 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 5 1 1 3 3 10 5 1 1 3 1 10 5 1 3 5 1 0 3 1 5 1 split_gain=2177.3 1496.36 151.049 114.582 50.9005 35.2228 20.9616 17.0041 16.21 13.6199 25.0994 14.6168 13.9149 12.6028 11.3895 16.7466 10.6377 10.4137 9.73371 9.49968 8.67186 9.45505 11.1461 7.42592 8.20428 7.41011 16.9103 10.7702 8.52691 12.7137 threshold=0.00022280584380490002 0.99989646673202526 4.0456557144352709e-06 0.8784809708595277 0.011652591172605703 0.99998754262924205 0.99766892194747936 3.4846319977077662e-05 5.5000000000000009 0.68772163120567387 0.68438714235252573 28.500000000000004 29.500000000000004 6.6807518805944721e-07 309.50000000000006 0.34556677890011228 0.44487847222222227 19.500000000000004 0.73701079622132271 0.0013712961226701001 13.500000000000002 0.24494897959183673 1.5000000000000002 1.0000000180025095e-35 0.77842377260981921 1.0000000180025095e-35 24.500000000000004 0.2965856481481482 1.0000000180025095e-35 0.53361581920903967 decision_type=2 2 2 2 2 2 2 2 2 2 2 10 8 2 2 2 2 8 2 2 2 2 10 2 2 2 8 2 2 2 left_child=2 3 13 4 19 14 -5 -4 9 10 25 -12 23 -1 -3 -16 -10 -8 -14 -2 -9 -22 -23 -11 -25 -6 27 -27 -28 -30 right_child=1 5 7 6 8 -7 17 20 16 12 11 -13 18 -15 15 -17 -18 -19 -20 -21 21 22 -24 24 -26 26 28 -29 29 -31 leaf_value=-0.0095752617197922517 -0.0020393400193011481 0.0064890326587529355 -0.0058790283551098535 0.0016172880667511299 0.00046861089341959997 0.0098679366078957814 0.0063205028538156896 -0.0045307169395627589 0.0015162785755282744 -0.0020858985041058765 0.019756080616078857 0.0022201655818057781 -0.0052932083626468489 -0.0078530073928763256 -0.020619359011635967 0.0053358464511440501 0.00011431510469564723 0.0030642590470154191 2.7505216002959034e-05 -0.00084087817353044076 0.00064668857423572697 0.05828334854965414 -0.003605606313632589 -0.010346260160767071 -0.0035027086102056315 -0.0021487512431092514 -0.00076986816913170218 -0.0087484577666510389 0.0011161456590547424 -0.0063067591423905858 leaf_weight=1283.8544266353128 1059.4632431874052 273.68768991157413 758.3155616754666 2080.0332355611026 2426.2288387753069 1872.9690024233423 116.65630645863712 525.04680180666037 1435.5890104323626 123.11275003477931 10.236520633101465 8.8738493435084802 37.490817524492741 635.05172534403391 3.877390652894972 6.926713977009058 868.73308429308236 621.22004862967879 414.71752240695059 1760.3089886736125 76.701289448421448 0.29144785599782963 190.36331107188016 28.132131645455956 46.428423658013344 90.429876182228327 813.34013354033232 34.033143743872643 562.71003321185708 24.060634849593043 leaf_count=342156 41821 9647 101543 16425 16065 115548 1783 33721 11767 744 51 57 277 126927 30 106 7796 11683 2508 33425 6930 23 20772 201 295 553 4735 231 3184 176 internal_value=0 0.00167637 -0.00712962 0.000355016 -0.000158589 0.00936996 0.00213098 -0.0048086 0.000302643 -3.9077e-05 0.000180609 0.0116133 -0.00138106 -0.00900529 0.00609149 -0.00397899 0.000987736 0.00357906 -0.000413614 -0.00129117 -0.00378422 -0.00231821 -0.003511 -0.00359426 -0.00608482 0.000125308 -0.00042103 -0.00395337 -0.000107022 0.000811768 internal_weight=0 14719.3 3469.62 12561.8 9743.89 2157.46 2817.91 1550.72 6924.12 4619.79 3969.91 19.1104 649.882 1918.91 284.492 10.8041 2304.32 737.876 452.208 2819.77 792.403 267.356 190.655 197.673 74.5606 3950.8 1524.57 124.463 1400.11 586.771 internal_count=911180 279108 632072 153777 123886 125331 29891 162989 48640 29077 25052 108 4025 469083 9783 136 19563 13466 2785 75246 61446 27725 20795 1240 496 24944 8879 784 8095 3360 is_linear=0 shrinkage=0.01 Tree=550 num_leaves=31 num_cat=0 split_feature=9 4 0 1 9 9 9 1 1 1 1 4 1 3 4 1 1 3 9 1 1 9 9 4 4 1 9 3 3 9 split_gain=131.728 22.0596 16.5612 16.0075 15.8753 37.7104 17.62 14.6519 16.4777 21.9513 21.9477 19.1375 17.1651 16.3522 13.5498 23.4412 22.9312 14.383 22.8938 13.9555 15.1077 26.724 13.7614 13.2695 18.8203 12.2829 12.2724 12.002 13.657 12.3992 threshold=1.3750000000000002 2.5000000000000004 1.0000000180025095e-35 0.26344707923655292 5.4850000000000012 4.3750000000000009 9.7700000000000014 0.76024883359253514 0.31296641791044782 0.33460559796437661 0.18142633228840127 1.5000000000000002 0.38493064312736441 28.500000000000004 1.5000000000000002 0.82683658170914553 0.85791925465838526 28.500000000000004 5.1450000000000005 0.60072463768115958 0.68772163120567387 5.3350000000000009 5.2650000000000006 7.5000000000000009 6.5000000000000009 0.79531763417305601 1.3750000000000002 9.5000000000000018 6.5000000000000009 7.0450000000000008 decision_type=10 10 2 2 10 10 10 2 2 2 2 10 2 8 10 2 2 8 10 2 2 10 10 10 8 2 8 10 10 10 left_child=2 4 7 -3 5 -2 27 8 10 11 -1 -10 -11 -14 17 -16 -17 18 -7 22 21 -21 -20 24 -5 -8 -12 28 -6 -30 right_child=1 3 -4 23 6 14 25 -9 9 12 26 -13 13 -15 15 16 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0024310058380273532 0.00016478249855042399 -0.00027109875355221395 0.0032517403915114057 -0.0021430439067746678 0.00062870343865819645 -0.0029336898288868443 -0.0040753174299340599 -0.00039347132195497787 0.010469559813770141 -0.0018529935736447496 0.0036018923357143229 -0.0028758906754356157 0.0061110001217133531 0.0021191994510498182 -0.0022686668300371002 0.01187480507793248 -0.00051026010781800475 -0.00038621464210836508 -0.0036356985902483725 0.013479589889821834 -0.00038461754946303634 -0.006375213834922489 0.00098637794199537762 -0.0076536525879717879 0.010849532710423757 0.036510150856649659 -0.0032286578835154507 0.00092945441773800296 -0.0062174663682003882 -0.0001545865940319423 leaf_weight=245.67434161668643 6133.64640113106 713.35400679695886 883.16707482887432 936.80234224721789 185.41791721130721 619.56845228117891 93.203942284570076 313.77937640156597 60.218393574468791 85.847339638508856 31.53841011878103 13.079114208929239 127.78003670368344 521.21841796534136 1120.2667437747587 23.214864144800231 41.989602205110714 3130.7363599149976 103.83335367939435 27.924768533091992 37.00133292353712 8.9523600037209672 169.67984297708608 43.229769943631254 11.283299044007434 0.75170747935771842 158.47707711718976 2161.4824390278663 76.292181650176644 60.465759316459298 leaf_count=10150 170185 54950 39037 96105 12445 44149 23810 7198 1355 1597 634 296 5809 20384 102155 657 1881 167680 8260 1197 2529 1054 13136 5079 385 5 3729 107032 4583 3714 internal_value=0 -0.000339401 0.00215781 -0.00141344 -0.000208572 -0.000368608 0.000500265 0.00153755 0.00202468 0.00286979 0.000457127 0.00808821 0.00234928 0.00290514 -0.000987864 -0.00192941 0.00389922 -0.000715472 -0.00178151 0.000273385 0.00412989 0.0086596 -0.000768293 -0.00223547 -0.00198842 -0.00375061 -0.00209494 0.000661074 -0.0011395 -0.00353684 internal_weight=0 15699.1 2440.78 1704.67 13994.4 11416.8 2577.61 1557.61 1243.83 808.143 435.69 73.2975 734.846 648.998 5283.17 1185.47 65.2045 4097.7 966.96 347.392 73.8785 36.8771 273.513 991.315 948.086 93.9556 190.015 2483.66 322.176 136.758 internal_count=911180 820991 90189 156519 664472 512883 151589 51152 43954 29441 14513 1651 27790 26193 342698 104693 2538 238005 70325 26176 4780 2251 21396 101569 96490 23815 4363 127774 20742 8297 is_linear=0 shrinkage=0.01 Tree=551 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 10 9 9 10 9 4 4 10 10 1 1 3 9 1 9 1 9 1 3 1 1 9 1 split_gain=2145.37 1492.35 134.491 118.354 67.1895 46.9315 36.4243 35.4012 35.3979 31.1475 20.1808 14.231 13.5322 13.2523 12.6896 12.6042 12.3916 20.152 12.0281 11.7909 11.0902 16.943 11.0739 10.8025 18.5209 17.3473 12.5908 39.9015 31.0067 11.3103 threshold=0.00017857718921725002 0.99989646673202526 4.0456557144352709e-06 0.18897357583045957 3.7350000000000008 0.98755538463592529 5.8950000000000005 0.99998754262924205 4.8650000000000011 8.8300000000000018 0.0011766494717448501 4.8950000000000005 3.5000000000000004 1.5000000000000002 6.6807518805944721e-07 2.9517374969145752e-05 0.53361581920903967 0.94494949494949509 23.500000000000004 2.7650000000000001 0.74095860566448812 5.6050000000000013 0.81291666666666684 5.4750000000000005 0.85791925465838526 29.500000000000004 0.15831244778613199 0.17677696078431374 6.1550000000000011 0.1676706827309237 decision_type=2 2 2 2 10 2 10 2 10 8 2 10 10 10 2 2 2 2 10 10 2 10 2 10 2 8 2 2 10 2 left_child=2 3 14 4 10 8 15 19 16 12 -2 18 -7 23 -1 -4 -5 -18 -10 -3 -13 22 -22 25 26 -6 -25 28 29 -28 right_child=1 7 6 5 13 9 -8 -9 11 -11 -12 20 -14 -15 -16 -17 17 -19 -20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=-0.0095697849391280856 -0.0036001066798946103 0.0088184224155329356 -0.0065478075309499074 0.00045260459380206113 -0.001040265778912311 0.002726806840334369 -0.00047262539782384809 0.0098616454858112806 -0.0060438699269690747 0.0074213093437245619 -0.001411824612991913 0.0017636391417787535 -0.0011787611955498749 -0.00067714444713863164 -0.0078339197898904187 -0.0045542564645637577 -0.0021000434824033506 0.0016270942533948335 0.006079870876926673 0.0045501184734729333 -0.0024383660733479926 -0.0038740763493545372 0.0033622050001832745 0.00087600788677585364 -0.005094837133086714 0.0010254056892604938 0.023996642346873407 0.0031763031389453406 0.00038108811824685233 0.057211044896045948 leaf_weight=1270.8302397713996 518.48203346272931 100.26822973042727 607.2722993392963 1928.8044132757932 637.49277933128178 1113.9908819533885 162.05764185311273 1854.1744985603727 8.8707653582096082 138.54412497207522 2251.6072578430176 2104.1416241116822 96.392283728346229 1026.538747315295 629.84864006855059 663.8288814034313 528.98957952484488 199.88002922944725 105.57537163794041 182.54608026146889 47.830417439341545 92.055024020373821 105.52402906492352 322.34288628119975 36.736791615374386 1122.203566855751 1.6960869850590814 270.27356241783127 2.614481789059937 2.5920346044003963 leaf_count=342156 11406 5905 84568 12122 16551 12688 15575 115548 44 6294 17441 10874 1039 31350 126927 56697 3312 1403 502 3878 249 476 511 3792 356 24764 28 4645 44 35 internal_value=0 0.0016291 -0.00725047 0.000324634 -0.000663594 0.0012704 -0.00493744 0.00935898 0.000833334 0.00292988 -0.00182141 0.00169674 0.00241578 0.000273516 -0.00899455 -0.00550668 3.28514e-05 -0.00107794 0.00514015 0.00606339 0.00152901 -0.000482715 0.00155304 0.000680823 0.0017975 0.000277066 0.00221984 0.00378265 0.0275244 0.0440737 internal_weight=0 14800.2 3333.84 12663.2 6192.58 6470.6 1433.16 2136.99 5121.67 1348.93 2770.09 2464 1210.38 3422.49 1900.68 1271.1 2657.67 728.87 114.446 282.814 2349.55 245.409 153.354 2395.95 636.256 1759.7 599.519 277.176 6.9026 4.28812 internal_count=911180 285257 625923 159926 110412 49514 156840 125331 29493 20021 28847 12656 13727 81565 469083 141265 16837 4715 546 9783 12110 1236 760 50215 8900 41315 8544 4752 107 63 is_linear=0 shrinkage=0.01 Tree=552 num_leaves=31 num_cat=0 split_feature=4 3 1 5 3 3 1 5 1 5 4 1 1 1 5 5 3 4 5 4 5 5 4 4 4 4 5 5 1 1 split_gain=35.5564 15.6241 14.9571 14.4473 17.9441 15.7457 15.3644 13.5718 68.1928 15.0686 12.1676 11.8434 11.7527 11.7802 15.0227 11.7271 11.2487 12.048 11.1488 10.963 13.8917 10.0243 9.12317 12.6321 13.6966 8.15976 7.99803 7.90198 7.46659 27.5555 threshold=2.5000000000000004 42.000000000000007 0.25092592592592594 53.500000000000007 28.500000000000004 29.500000000000004 0.90508365508365518 212.50000000000003 0.20701970443349751 26.500000000000004 3.5000000000000004 0.98936170212765973 0.52193151212004629 0.48581488933601619 50.500000000000007 1.0000000180025095e-35 17.500000000000004 1.5000000000000002 77.500000000000014 5.5000000000000009 12.500000000000002 1.0000000180025095e-35 4.5000000000000009 7.5000000000000009 6.5000000000000009 4.5000000000000009 438.50000000000006 396.50000000000006 0.7062745098039217 0.69282051282051293 decision_type=10 10 2 2 10 8 2 2 2 2 10 2 2 2 2 2 10 10 2 10 2 2 10 10 8 10 2 2 2 2 left_child=1 3 7 5 6 12 18 9 -9 19 -4 -7 13 14 -1 -14 17 -15 -5 20 -2 -18 -12 24 28 26 27 -10 29 -24 right_child=2 -3 10 4 -6 11 -8 8 25 -11 22 -13 15 16 -16 -17 21 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00018035096855522126 -0.0014000459759606712 0.014833358451690291 -0.00079489802196930619 -0.0017903747389496634 -0.0011282875210204047 0.0004206200954489753 -0.01762487181015146 -0.0065066358439342187 0.022818089782091606 -0.0042453303582215881 -0.0038748463822888325 0.0017628117648160976 1.8606326992056788e-05 0.00069384385389915416 0.0072595008289789344 -0.0017153829339702374 -0.001258259339134216 0.0073096571508463187 0.0012796857460784399 0.0023858473456760585 0.0037242827444538195 0.0016914751836237204 0.00043824284536053866 -0.0057931189290469877 0.010527660402037261 -0.017262473429871326 -0.0022487832734799803 0.058121326850099582 -0.0029855629554875669 0.0393609991737899 leaf_weight=3041.9657695179339 408.60334275220521 7.2376846098341039 422.4118374803802 142.74885145749431 1739.7772930234205 7702.303824884817 4.5737966629676512 20.280195399303921 13.70641251490451 96.107761124148965 408.02004661224782 718.77872397983447 745.35351147386245 50.915445579681545 27.384868287248537 818.16141939628869 167.44080706778914 59.921875288477167 690.2558219905477 147.87026222143322 60.771400132915005 369.33343213028274 77.719022088684142 49.530432184808888 11.409483241615815 0.53748807823285538 1.2169261176604784 0.66477674036286849 79.368758453754708 1.8624530078377564 leaf_count=151578 21007 265 43593 10882 133355 282446 237 3292 580 22132 48651 19034 26263 2482 1382 49276 5598 3384 50871 4052 3982 14694 3677 5276 391 66 174 34 2488 38 internal_value=0 0.000144066 -0.00133701 0.000137535 -0.00054934 0.000266741 0.000653221 -0.000258118 0.00569747 -0.00056206 -0.00210717 0.000535182 -0.000161357 0.000144621 -0.000113972 -0.000888761 0.00137022 0.00427054 0.000753581 1.14416e-05 -0.000736583 0.000771338 -0.00298996 -0.00134801 -5.5632e-05 0.0210458 0.0223667 0.0244511 -0.000815303 0.00134916 internal_weight=0 16286.2 1800.08 16278.9 2577.36 13701.6 837.578 749.759 36.4058 713.353 1050.32 8421.08 5280.48 3716.96 3069.35 1563.51 647.612 110.837 833.005 617.245 469.375 536.774 627.91 219.89 170.36 16.1256 15.5881 14.3712 158.95 79.5815 internal_count=911180 751747 159433 751482 195345 556137 61990 55319 4146 51173 104114 301480 254657 179118 152960 75539 26158 5866 61753 29041 24989 20292 60521 11870 6594 854 788 614 6203 3715 is_linear=0 shrinkage=0.01 Tree=553 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 4 10 10 4 5 1 5 2 5 1 5 2 2 1 1 2 2 5 2 1 2 2 split_gain=2114.67 1478.24 134.65 116.111 49.4316 35.5717 27.1745 17.028 19.2268 13.4484 12.7744 12.2452 23.4474 13.6843 13.1684 11.987 11.2906 16.2692 11.1922 11.1532 10.7761 9.5052 36.2022 26.7384 8.41358 13.4081 12.3 10.5481 13.0838 13.8328 threshold=0.00017857718921725002 0.99989646673202526 4.0456557144352709e-06 0.13270235061645502 0.98755538463592529 0.99998754262924205 0.0023884368129074005 6.5000000000000009 4.5000000000000009 2.9517374969145752e-05 6.6807518805944721e-07 2.5000000000000004 135.50000000000003 0.75110619469026563 8.5000000000000018 0.42807881773399015 309.50000000000006 0.34556677890011228 497.50000000000006 0.16749174917491746 0.8185736677115989 0.68772163120567387 0.6802061855670104 0.18237250554323722 0.58637267904509294 16.500000000000004 0.20112359550561798 1.0000000180025095e-35 0.94754041967664271 0.92890109890109895 decision_type=2 2 2 2 2 2 2 2 10 2 2 8 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 10 6 7 16 -2 21 18 -4 -1 -6 13 -13 19 -10 -3 -18 24 -15 -11 22 -5 -23 25 26 -9 -26 29 -29 right_child=1 5 9 4 11 -7 -8 8 15 20 -12 12 -14 14 -16 -17 17 -19 -20 -21 -22 23 -24 -25 27 -27 -28 28 -30 -31 leaf_value=-0.0095644316100199443 -0.001845699776978357 0.0064362860868066394 -0.0059169428258228343 0.0005167500772182464 0.0032668318356142362 0.0098553252157554672 -0.00030745272347298518 0.0061655343863232974 -0.010882746038586336 -0.0044916463357404278 -0.0078152775799437846 0.0027205571229260528 -0.012960329627669605 -0.0094705767968434017 -0.0017662110872682054 3.6126476200828694e-05 -0.020278060629693818 0.0052738746034049142 -0.0033486630787232016 -0.04154377574210958 -0.0011565722965749875 0.00094887778432790578 0.013003669397622337 -0.0034633597344322226 -0.0008293037852464849 0.00017540111801711927 0.0015394679618524699 0.0027054266267195321 0.006532095551757139 -0.0043590993682337056 leaf_weight=1258.3518474430311 1597.9597534416243 270.4792593838647 687.75894198426977 3231.5188562814146 1178.4081627875566 1836.4229548429139 4082.5431712716818 81.150759320706129 19.514644306153059 623.6654128592927 624.8597699230304 130.47183349262923 12.219454459846018 3.2813212247565415 19.876391349360347 20.740193210542202 3.9118100181221944 6.8646034616976976 42.306473888456821 1.6192469298839567 114.70273421774618 348.95714744925499 23.386031094938517 226.49169475585222 85.454801429063082 527.08356396108866 197.00605120137334 710.92862156406045 86.886115878820419 28.841200739145279 leaf_count=342156 58122 9647 94997 18727 18253 115548 48997 443 119 52915 126927 1223 53 53 429 120 30 106 287 10 8928 2121 113 1476 414 3103 1106 4159 450 148 internal_value=0 0.00161512 -0.00722871 0.000321258 0.00118555 0.00934812 -0.000740171 0.000773994 0.00157625 -0.00491077 -0.00898405 0.00290725 0.000377005 0.00142677 -0.00538611 -0.0052571 0.00603636 -0.00400141 0.00173257 -0.0200682 -0.00397356 0.00039701 0.000606467 -0.000787741 0.00185774 0.0011128 0.0028891 0.0025154 0.00286116 0.00243 internal_weight=0 14774.3 3309.34 12656.6 6976.14 2117.68 5680.5 5630.27 1799.91 1426.13 1883.21 1345.88 167.468 155.249 24.777 40.2548 281.256 10.7764 1759.66 4.90057 738.368 3830.35 3254.9 575.449 1717.35 805.24 278.157 912.111 826.656 739.77 internal_count=911180 285257 625923 159926 52807 125331 107119 32786 10349 156840 469083 20021 1768 1715 492 239 9783 136 10110 63 61843 22437 18840 3597 9823 4652 1549 5171 4757 4307 is_linear=0 shrinkage=0.01 Tree=554 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 9 10 9 10 5 5 10 10 9 5 9 9 5 9 2 9 5 9 9 5 2 5 9 split_gain=2085.45 1464.46 134.806 113.853 63.7431 48.6525 38.3968 36.2487 35.745 30.9723 17.8354 17.2997 15.9057 12.8579 12.517 12.1148 12.5808 32.8619 26.9839 13.1773 12.1221 16.4333 16.336 14.2402 24.3481 11.8523 12.0281 17.4449 11.7866 11.2768 threshold=0.00017857718921725002 0.99989646673202526 4.0456557144352709e-06 0.13270235061645502 3.7350000000000008 0.98755538463592529 4.8650000000000011 5.8950000000000005 0.99998754262924205 8.8300000000000018 0.0011766494717448501 7.5000000000000009 1.0000000180025095e-35 6.6807518805944721e-07 2.9517374969145752e-05 4.8950000000000005 6.5000000000000009 6.1150000000000011 6.1250000000000009 3.5000000000000004 5.4350000000000014 0.19929078014184398 8.2000000000000011 313.50000000000006 7.6900000000000004 2.7650000000000001 309.50000000000006 0.6586800573888093 222.50000000000003 9.7700000000000014 decision_type=2 2 2 2 10 2 10 10 2 8 2 2 2 2 2 10 2 10 10 2 10 2 10 2 10 10 2 2 2 8 left_child=2 3 13 4 10 6 -5 14 25 -7 -2 -9 -6 -1 -4 -8 17 -17 -19 29 -18 22 -22 -23 -25 -3 -27 -28 -12 -20 right_child=1 8 7 5 12 9 15 11 -10 -11 28 -13 -14 -15 -16 16 20 18 19 -21 21 23 -24 24 -26 26 27 -29 -30 -31 leaf_value=-0.009559212479489371 -0.0035628199728100023 0.00879471518700271 -0.0065017968705529403 -2.133549661716984e-05 -0.00073511270174864423 0.0023722843708052451 0.0046752817782565841 -0.0048800774537511487 0.0098490747736440301 0.0073871674237711293 -0.0016040559525998281 0.0019861577945211968 0.00075799999126892976 -0.0077970836661929964 -0.0045047996139159713 0.0015147241685115088 0.001104004239882836 -0.011521402792573474 -0.00041005627642278392 -0.00601778571455042 0.0016917375488835421 0.0043490282808832763 -0.011506395509501945 -0.0059847105537110257 0.017987133625230294 0.0050793046476758155 0.0041213510496053655 -0.024500632069788954 0.0032602655983920053 0.013085039216272607 leaf_weight=1246.5078382955398 516.13245616015047 98.801274498924613 599.8523166209925 2948.4760404136032 1106.4043352324516 1205.7862261179835 124.73517528176308 56.493411438772455 1819.2983141476288 137.16453249566257 1994.6773665538058 104.70346975373104 2008.8485464989208 620.07864603633061 658.33519836002961 1384.1430946886539 412.63844491168857 29.621163472533226 139.88332641497254 44.668791577219963 29.183012157678604 463.24337576329708 13.819077074527739 28.424892999231815 4.9792518168687812 171.86873663589358 5.6031583715230209 3.4348570704460144 51.088889541104436 6.4788623228669158 leaf_count=342156 11406 5905 84568 18572 21986 13727 617 4210 115548 6294 15765 11365 57305 126927 56697 6916 2676 166 755 263 150 2361 77 172 22 3789 67 22 657 39 internal_value=0 0.00160174 -0.0072076 0.000318205 -0.000733206 0.00117419 0.00076625 -0.00488488 0.00933739 0.00288449 -0.00190167 -0.000420198 0.00022771 -0.00897383 -0.00545689 0.00163215 0.0014837 0.000943377 -0.00264067 -0.00126362 0.00239426 0.00338084 -0.00254959 0.00389432 -0.00241145 0.00600926 0.004488 -0.0067563 -0.00148258 0.000187317 internal_weight=0 14749.4 3285.97 12650.4 5677.15 6973.25 5630.29 1419.38 2099.01 1342.95 2561.9 161.197 3115.25 1866.59 1258.19 2681.82 2557.08 1604.8 220.652 191.031 952.288 539.65 43.0021 496.648 33.4041 279.708 180.907 9.03802 2045.77 146.362 internal_count=911180 285257 625923 159926 107119 52807 32786 156840 125331 20021 27828 15575 79291 469083 141265 14214 13597 8139 1223 1057 5458 2782 227 2555 194 9783 3878 89 16422 794 is_linear=0 shrinkage=0.01 Tree=555 num_leaves=31 num_cat=0 split_feature=9 9 9 5 5 9 2 9 2 5 9 9 3 9 1 1 1 9 2 1 3 9 5 5 1 1 9 9 2 2 split_gain=123.74 16.158 35.8848 43.91 30.2881 19.4372 18.8588 21.6864 24.9253 18.8535 14.6499 16.6214 14.7484 13.8462 13.5605 26.0898 15.4953 13.4044 16.5966 30.3464 13.3084 12.6454 25.5257 12.4997 12.4622 29.6085 49.7691 12.4446 12.2395 19.4067 threshold=1.3750000000000002 4.3750000000000009 5.4450000000000012 25.500000000000004 303.50000000000006 4.7650000000000006 0.6072751322751323 7.6450000000000005 0.59943502824858774 212.50000000000003 4.8950000000000005 4.8650000000000011 24.500000000000004 4.0850000000000009 0.98936170212765973 0.51630627437079057 0.48581488933601619 4.785000000000001 0.60061349693251542 0.33218390804597703 28.500000000000004 4.0250000000000012 401.50000000000006 49.500000000000007 0.84680573663624525 0.85307609282245023 5.3050000000000006 4.3550000000000013 0.86391694725028068 0.87577160493827166 decision_type=10 10 10 2 2 10 2 8 2 2 10 10 10 10 2 2 2 10 2 2 10 8 2 2 2 2 10 8 2 2 left_child=28 9 3 5 -4 -3 7 8 -6 14 11 17 -13 20 15 16 -2 18 -7 -20 21 -11 -23 -16 -5 26 -26 -18 -1 -30 right_child=1 2 4 24 6 10 -8 -9 -10 13 -12 12 -14 -15 23 -17 27 -19 19 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31 leaf_value=0.0018899529651974598 -0.00014367745729774415 -0.0020797619451788829 0.00037811193256132947 -0.0030099972287255649 -0.0060317449265941663 -0.0010593903921738794 -0.0083659418135126166 0.015298870991262026 0.010333368830579394 0.0059239751319796283 -0.00060493208806355696 -0.0038907201326737833 0.0036848435863680892 -0.0037009524252301028 0.0019043634836640462 -0.0014355411866382507 0.0011950188539346391 -0.0018186276880593484 0.00088444787910339372 0.023124743063693439 0.0016654452628210338 0.018421230259854246 0.14291725231847957 -0.014567218545319637 0.0080085023609841391 0.0018942416269288626 0.17346668805529827 0.016536741358576652 0.012890458913077659 0.0033212461342693876 leaf_weight=2209.7389837857336 3365.0942895621993 784.64534278935753 3393.0908077332424 1113.2371018620906 47.279828849714249 33.492835383862257 64.652742242324166 7.4497075371909878 11.587889723712577 88.854813520098105 3225.4844164815731 28.688879133434966 246.5825159472879 32.314618511940353 396.42542861634865 1296.0817549533676 989.32512797485106 205.91590135451406 15.617686192970725 10.104578008176757 181.78475805511698 1.0400451987516124 0.1956746361684053 4.6612930698320261 0.54875014792196708 28.408214698429219 0.27185995015315711 5.3157014474272719 24.073792736977339 177.12520186044276 leaf_count=82991 93073 39297 222098 153558 7663 1515 8963 159 357 2746 181086 1310 7895 2827 8667 42252 26828 10370 661 201 6932 141 19 89 89 2011 21 163 495 6703 internal_value=0 -0.00032954 -0.000597091 -0.00108801 0.000195973 -0.00064796 -0.00452276 -0.000776053 -0.00281033 5.81333e-05 -0.000349636 0.00117414 0.00289532 0.00248744 -6.38716e-05 -0.000189875 0.000180442 -0.000612858 0.00358011 0.00962119 0.00322299 0.0063658 0.038135 0.00171294 -0.00284076 0.00360484 0.0628232 0.00127701 0.00210495 0.00446622 internal_weight=0 15578.2 9217.06 5693 3524.06 4550.53 130.97 66.3174 58.8677 6361.09 3765.89 540.402 275.271 304.19 6056.9 5655.82 4359.74 265.131 59.2151 25.7223 271.875 90.0905 1.23572 401.087 1142.47 29.2288 0.82061 994.641 2410.94 201.199 internal_count=911180 820991 637254 398014 239240 242335 17142 8179 8020 183737 203038 21952 9205 12665 171072 162316 120064 12747 2377 862 9838 2906 160 8756 155679 2121 110 26991 90189 7198 is_linear=0 shrinkage=0.01 Tree=556 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 10 9 9 9 10 5 5 9 10 10 5 3 1 1 5 9 5 1 3 5 1 1 5 5 split_gain=2055.1 1449.7 134.911 111.876 65.6728 44.6419 35.924 35.8757 34.0956 30.6078 19.4177 17.0849 14.8702 13.5002 12.944 12.46 12.1207 12.7955 11.9473 19.2004 11.9833 11.8224 11.8841 16.6929 11.6646 10.8834 34.832 23.8467 18.5375 11.2321 threshold=0.00017857718921725002 0.99989646673202526 4.0456557144352709e-06 0.18897357583045957 3.7350000000000008 0.98755538463592529 0.99998754262924205 5.8950000000000005 4.8650000000000011 8.8300000000000018 0.0011766494717448501 1.0000000180025095e-35 1.0000000180025095e-35 4.8950000000000005 6.6807518805944721e-07 2.9517374969145752e-05 204.50000000000003 17.500000000000004 0.53361581920903967 0.94494949494949509 17.500000000000004 2.7650000000000001 309.50000000000006 0.34556677890011228 23.500000000000004 87.500000000000014 0.65419580419580436 0.68208556149732635 103.50000000000001 321.50000000000006 decision_type=2 2 2 2 10 2 2 10 10 8 2 2 2 10 2 2 2 10 2 2 2 10 2 2 10 2 2 2 2 2 left_child=2 3 14 4 10 8 21 15 18 -7 -2 -9 -6 24 -1 -4 -12 -18 -5 20 -20 -3 -23 -24 -10 -13 -27 -28 -29 -30 right_child=1 6 7 5 12 9 -8 11 13 -11 16 25 -14 -15 -16 -17 17 -19 19 -21 -22 22 23 -25 -26 26 27 28 29 -31 leaf_value=-0.0095536543079190323 -0.0035442566909111607 0.0087786482269424284 -0.0064768493681970967 0.0004367516186727629 -0.00060270563028086042 0.0023528404786630525 0.0098426344390654379 -0.0068531678095018721 -0.0060046508621319833 0.007357847567403368 -0.0015195447097285089 -0.00022300468676664215 0.00077272700517528724 0.0014944338690301396 -0.0077778600874987185 -0.004478837205966861 0.023904009119685012 0.001903052089298503 -0.0028281062670954516 0.0015776636939809139 0.00089986145519175501 0.0050507501834641463 -0.023876347455627302 0.0040468940315737389 0.0059381325306615516 0.0032787882103492761 0.11318240305588133 0.067899328159236924 -0.010188115371751976 0.061738577976850187 leaf_weight=1233.9693030322669 514.91659881127998 97.8336491137743 595.87301069078967 1927.6192134935409 1224.3695165677927 1203.6998179703951 1801.0782060306519 32.842589328531176 8.8653227388858777 135.99055074155331 2182.0428578834981 102.74178046570159 2195.5138226277195 2349.4105480089784 615.06754111114424 655.44414312578738 2.757973412051796 63.673600839450955 420.44782709516585 199.4117459077388 108.46916786953807 171.10060559771955 3.4834546595811826 5.5549816284328699 105.5203510671854 23.131174986716363 0.40411690925247912 0.76647633314132724 0.98914059484377481 0.27816580608487129 leaf_count=342156 11406 5905 84568 12122 22744 13727 115548 2114 44 6294 16632 10677 58821 12110 126927 56697 25 784 2701 1403 611 3789 22 67 502 2631 22 35 74 22 internal_value=0 0.00158791 -0.00718536 0.00031537 -0.000646099 0.00123573 0.00932622 -0.00485835 0.000810476 0.00286089 -0.00179258 -0.000417411 0.000280301 0.00165777 -0.00896295 -0.00543028 -0.00139144 0.00281644 2.44853e-05 -0.00106663 -0.00206358 0.00598023 0.00446041 -0.00671485 0.00501252 0.00122989 0.00706793 0.0430199 0.0290785 0.00559934 internal_weight=0 14721.8 3261.51 12642.7 6183.27 6459.43 2079.05 1412.47 5119.74 1339.69 2763.39 161.153 3419.88 2463.8 1849.04 1251.32 2248.47 66.4316 2655.95 728.329 528.917 277.973 180.139 9.03844 114.386 128.311 25.5691 2.4379 2.03378 1.26731 internal_count=911180 285257 625923 159926 110412 49514 125331 156840 29493 20021 28847 15575 81565 12656 469083 141265 17441 809 16837 4715 3312 9783 3878 89 546 13461 2784 153 131 96 is_linear=0 shrinkage=0.01 Tree=557 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 5 4 10 5 1 5 5 2 4 1 2 1 2 1 5 5 2 2 1 5 2 4 split_gain=2029.57 1428.55 114.4 111.841 69.62 41.4833 26.3102 14.17 13.9005 13.3738 13.0275 10.5952 18.9584 9.96599 9.24134 17.4979 18.9772 10.2674 19.188 13.5262 8.79892 8.60121 15.8952 8.3568 13.5531 12.0029 11.0909 8.92176 7.97918 7.68501 threshold=0.99977076053619396 0.00012842786236425005 4.0456557144352709e-06 0.068259380757808671 0.99998754262924205 0.97252115607261669 0.0016333823441527001 5.5000000000000009 353.50000000000006 4.5000000000000009 6.6807518805944721e-07 13.500000000000002 0.051836094939543158 497.50000000000006 214.50000000000003 0.974521259331386 2.5000000000000004 0.27293771043771048 0.51234756097560985 0.22271825396825398 0.30032679738562096 0.39938650306748474 1.5000000000000002 107.50000000000001 0.20112359550561798 0.38119783996072654 0.41699475065616803 204.50000000000003 0.73368794326241138 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 2 2 8 left_child=1 2 10 6 -2 7 -3 -5 -7 13 -1 -4 -13 14 23 16 -16 19 -19 -18 -11 22 -8 -9 -25 -26 -27 -28 29 -10 right_child=4 3 11 5 -6 8 21 9 28 20 -12 12 -14 -15 15 -17 17 18 -20 -21 -22 -23 -24 24 25 26 27 -29 -30 -31 leaf_value=-0.0095483574018475088 0.0053377508398406385 -0.0020788384553777186 -0.0057177547382841441 0.00026521256718081118 0.0098363584566475513 0.0025533922214394373 -0.00091907700222262109 0.0015945832041538138 0.0012217316216876504 -0.010406243518540364 -0.0077594809698882349 0.0026388727401220795 -0.0044587652700815352 -0.0032205495880752678 0.001567781400288408 0.015439705643519007 0.0014385966762003311 0.018859281257952352 -0.0095932814505075188 0.024290865228678724 -0.00078689250994370106 -0.0010046261699878112 0.0009328168609062811 -0.010350789325064627 0.0076083009982582765 0.00094768407795503508 -0.004596279550215133 0.0084743190933505332 -0.012781898259315676 -0.014780958370573971 leaf_weight=1222.3654455114156 426.18453363049775 1451.2347722693812 810.5512212885078 4068.1286944188178 1784.2892114520073 1556.0254275389016 944.67629325389862 1474.0851248838007 19.715697333216674 15.223694920539854 610.38265646842774 41.483086079591885 405.53956589172594 45.558616202324629 150.0733154900372 11.772230193018911 3.6816828697919872 4.4522523060440999 5.0684749260544777 8.7358441054820997 25.331985402852297 1639.7862728685141 909.9119697669521 12.726098917424677 20.288854315876961 183.16808781772852 69.511627208441496 5.6464808620512477 8.0189557224512082 3.5397321283817282 leaf_count=342156 13291 61120 76189 23346 115548 19462 10340 8828 127 88 126927 4307 66558 352 1056 59 29 45 63 42 166 24178 14865 68 135 1243 497 39 39 17 internal_value=0 -0.00126432 -0.00735881 0.000226138 0.00896902 0.000980563 -0.000947043 0.000606026 0.00242072 0.00128723 -0.00895259 -0.0050361 -0.00380011 0.00140281 0.00151088 0.00364495 0.00283773 0.0115251 0.00371221 0.0175154 -0.00439778 -0.000477001 -1.0487e-05 0.00128871 -0.000258874 0.000202087 -0.000379595 -0.00361431 -0.00418012 -0.00121405 internal_weight=0 15726.7 3090.32 12636.4 2210.47 7690.75 4945.61 6103.45 1587.3 2035.32 1832.75 1257.57 447.023 1994.77 1949.21 183.784 172.012 21.9383 9.52073 12.4175 40.5557 3494.37 1854.59 1765.43 291.341 278.615 258.326 75.1581 31.2744 23.2554 internal_count=911180 782341 616137 166204 128839 55701 110503 36056 19645 12710 469083 147054 70865 12456 12104 1294 1235 179 108 71 254 49383 25205 10810 1982 1914 1779 536 183 144 is_linear=0 shrinkage=0.01 Tree=558 num_leaves=31 num_cat=0 split_feature=9 0 9 9 5 5 9 1 9 1 5 9 9 3 1 1 1 5 5 1 3 5 5 9 1 1 1 9 5 1 split_gain=118.083 15.6575 14.8624 34.899 42.6188 29.4564 19.2049 18.5538 21.161 24.8048 18.3359 14.1171 15.9968 14.3275 13.7897 16.3204 22.0767 53.7289 32.5466 20.7517 16.7273 14.3115 31.0455 13.4611 13.2418 25.3713 15.1453 13.1467 13.6951 14.8305 threshold=1.3750000000000002 1.0000000180025095e-35 4.3750000000000009 5.4450000000000012 25.500000000000004 303.50000000000006 4.7650000000000006 0.39352982211370774 7.6450000000000005 0.40056497175141254 212.50000000000003 4.8950000000000005 4.8650000000000011 24.500000000000004 0.76024883359253514 0.31296641791044782 0.33460559796437661 4.5000000000000009 35.500000000000007 0.18142633228840127 28.500000000000004 9.5000000000000018 10.500000000000002 4.0850000000000009 0.98936170212765973 0.51630627437079057 0.48581488933601619 4.785000000000001 2.5000000000000004 0.39938650306748474 decision_type=10 2 10 10 2 2 10 2 8 2 2 10 10 10 2 2 2 2 2 2 8 2 2 10 2 2 2 10 2 2 left_child=1 14 10 4 6 -5 -4 -7 9 -9 24 12 27 -14 15 19 17 -17 -19 21 -18 -1 -23 -12 25 26 -2 28 29 -8 right_child=2 -3 3 5 -6 7 11 8 -10 -11 23 -13 13 -15 -16 16 20 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0010970075898415724 -0.0001500848431766724 0.003140512146509586 -0.0020579949301656564 0.00038396768677072208 -0.0027983015137101825 -0.0082687614228473972 0.010927756656021607 0.010453944374821613 0.01518947360206316 -0.0060115095255293596 0.0031795291609522142 -0.00058505653173065097 -0.0038548046251298991 0.0036346508354742207 -0.00043042211324175898 -0.0023708790467906267 0.0053251944634661553 0.021547857764002091 0.0032247621335219491 -0.0021370074606629919 0.0014987077318746281 0.023262613295347179 0.003136504053455 -0.0036715929919420034 0.0016903476002772509 -0.0014270176181898726 0.0012585396512862894 -0.001789879069175713 -0.0042881849021613903 -0.0013148947891570058 leaf_weight=192.95673862239346 3347.9599721760023 864.07140242820606 780.51576660387218 3377.1769259908469 1134.4220946289133 64.610265907947905 27.463291784515604 11.409117728006093 7.4224464467260978 46.192046791547909 270.40842675999738 3211.3561134315096 28.505501373205334 245.76128970272839 309.04672581516206 29.318576441146433 142.42300148541108 27.983475058339536 14.832351564429699 187.13926875311881 577.35697964718565 9.6263954378664476 37.604983185883611 32.080954697914422 398.93789828522131 1288.662528476445 988.69057521480136 204.98138046171516 16.140658484771848 15.467570669949053 leaf_count=8915 93073 39037 39297 222098 155679 9043 673 333 159 7607 9838 181086 1310 7895 7198 777 6209 480 394 4363 21581 95 1140 2827 8756 42252 26991 10370 1033 671 internal_value=0 0.0020646 -0.000322394 -0.000579597 -0.00106495 0.000204405 -0.000630896 -0.0044735 -0.000702369 -0.00275018 5.04543e-05 -0.000333838 0.00116481 0.00285625 0.0014563 0.00193453 0.00278442 0.00805862 0.0152003 0.000359538 0.00225586 0.00230469 0.00723848 0.00245292 -7.01784e-05 -0.000195032 0.00017106 -0.000592048 0.00356449 0.00651685 internal_weight=0 2392.36 15498.2 9171.42 5664.61 3506.81 4530.19 129.634 65.0236 57.6012 6326.74 3749.68 538.32 274.267 1528.29 1219.24 791.914 72.1344 42.8158 427.327 719.78 240.188 47.2314 302.489 6024.25 5625.31 4336.65 264.053 59.0715 42.9309 internal_count=911180 90189 820991 637254 398014 239240 242335 17142 8099 7940 183737 203038 21952 9205 51152 43954 29441 1651 874 14513 27790 10150 1235 12665 171072 162316 120064 12747 2377 1344 is_linear=0 shrinkage=0.01 Tree=559 num_leaves=31 num_cat=0 split_feature=9 4 9 9 2 3 1 1 1 9 2 2 3 0 2 4 2 2 1 2 4 1 2 2 9 9 3 9 9 1 split_gain=115.815 20.2041 15.7111 32.3371 18.6415 18.243 17.5164 29.5965 32.8695 16.5832 15.4406 40.2751 17.4084 15.3913 15.4668 15.0931 15.3789 26.569 23.8247 21.5008 17.4867 14.9346 15.9844 17.9904 16.0086 14.549 14.5047 13.9538 22.4513 18.4096 threshold=1.3750000000000002 2.5000000000000004 5.4850000000000012 4.3750000000000009 0.37341365461847392 19.500000000000004 0.58374587458745886 0.54182569974554717 0.53873431533006011 5.745000000000001 0.50155279503105599 0.59532897128316986 29.500000000000004 1.0000000180025095e-35 0.24165739710789766 3.5000000000000004 0.67403517342452379 0.8185736677115989 0.33460559796437661 0.62453007518796999 1.5000000000000002 0.26344707923655292 0.95260557053009898 0.94754041967664271 5.6750000000000007 5.1950000000000012 28.500000000000004 4.7650000000000006 5.0050000000000008 0.39593646864686471 decision_type=10 10 10 10 2 10 2 2 2 8 2 2 10 2 2 8 2 2 2 2 10 2 2 2 8 10 10 10 10 2 left_child=13 2 3 -2 5 -4 7 8 -6 -10 12 -12 25 14 -1 16 18 -18 20 26 -16 22 23 -3 -25 -5 -20 -13 29 -29 right_child=1 21 4 10 6 -7 -8 -9 9 -11 11 27 -14 -15 15 -17 17 -19 19 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-0.00027635786146110598 0.00014367758127052771 0.00017164158857016235 -0.0032848107405251091 -0.0022524892823675528 0.00097316014100828788 0.00017688919479159874 0.004930276263726204 -0.0056252629313562645 0.029428748006111935 0.0029796652623598897 -0.004397537270584926 -0.0027424761637941568 0.00020273740060882013 0.0031130755019974773 0.01126893305760074 -0.0044205982140878191 -0.0020309293875423852 0.0035837897983021284 0.0060324047601694186 -0.0032577045495990804 -0.0024931383950794815 -0.0021572478628789607 -0.0035044283854353871 0.016042149490165632 -0.013186518775522888 0.00038035854383805919 0.0022710306007665162 0.00053849218809815988 -0.0014215496556654339 0.0082103140756788293 leaf_weight=389.91530363634229 6049.9862687760033 565.02883527195081 213.48061297298409 696.34927514614537 1616.0149787538685 530.65258730063215 110.07765158545226 68.500218747183681 6.1132150697521839 3.8720092480070898 401.86003682133742 357.48388476297259 1715.639828047948 862.9754327069968 52.85386407468468 35.13589889742434 189.01433753129095 152.09659074665979 128.34628665540367 59.497228224761784 11.187231249175964 974.26794403453823 123.94711454282515 12.109003596240651 2.2169215142494076 300.43978051026352 509.52628817548975 592.65663428325206 1119.9877172302222 33.021376584423706 leaf_count=11595 170185 47521 13484 46776 105148 20946 4284 7028 165 534 40783 21847 80684 39037 1136 863 4490 5523 5868 1166 265 101569 6903 229 297 20000 20246 34856 95985 1767 internal_value=0 -0.000319267 -0.000193436 -0.000353818 0.000515589 -0.00081622 0.00106477 0.000813662 0.00108492 0.0191725 -0.000930699 -0.00149678 -0.000407907 0.00204552 0.00144242 0.00203151 0.00223713 0.000472595 0.00302764 0.00249159 0.00886486 -0.00135559 -0.000245073 0.000452233 0.011519 -0.00145893 0.00302786 -0.000942516 -0.000573914 0.000943388 internal_weight=0 15493.7 13816.1 11267.4 2548.71 744.133 1804.58 1694.5 1626 9.98522 5217.44 2505.01 2712.43 2390.55 1527.57 1137.66 1102.52 341.111 761.411 697.37 64.0411 1677.57 703.302 579.355 14.3259 996.789 637.873 2103.15 1745.67 625.678 internal_count=911180 820991 664472 512883 151589 34430 117159 112875 105847 699 342698 195238 147460 90189 51152 39557 38694 10013 28681 27280 1401 156519 54950 48047 526 66776 26114 154455 132608 36623 is_linear=0 shrinkage=0.01 Tree=560 num_leaves=31 num_cat=0 split_feature=9 0 5 9 9 9 5 9 5 9 9 9 3 3 5 9 5 5 9 9 9 3 9 5 3 9 9 9 5 3 split_gain=113.596 15.1258 14.5762 20.5814 16.8251 30.4976 33.5093 18.9104 18.4766 22.433 13.5754 15.6819 14.0048 13.3372 12.9127 12.8449 13.3614 12.3416 14.7494 53.3962 12.1892 11.8808 10.0725 14.638 8.99163 8.94814 8.53071 10.0543 12.6755 8.38978 threshold=1.3750000000000002 1.0000000180025095e-35 414.50000000000006 4.5750000000000011 5.5050000000000008 4.3750000000000009 25.500000000000004 4.7650000000000006 212.50000000000003 4.0850000000000009 4.8950000000000005 4.8650000000000011 24.500000000000004 11.500000000000002 190.50000000000003 4.785000000000001 2.5000000000000004 340.50000000000006 5.3550000000000013 5.3650000000000011 4.9650000000000007 26.500000000000004 5.535000000000001 91.500000000000014 29.500000000000004 4.7250000000000005 5.4450000000000012 5.455000000000001 321.50000000000006 29.500000000000004 decision_type=10 2 2 10 10 10 2 10 2 10 10 10 10 10 2 10 2 2 10 10 10 10 10 2 10 10 10 10 2 10 left_child=1 14 4 -4 5 8 7 25 -2 21 11 15 -13 -6 -1 16 -9 24 20 -20 -19 -10 23 -15 26 29 -8 -28 -29 -7 right_child=2 -3 3 -5 13 6 17 10 9 -11 -12 12 -14 22 -16 -17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=0.001293356246711713 -7.0189225298854051e-05 0.0030858367518086156 0.0012240712343128428 -0.0050927107697652857 -0.0011412095863492426 -0.0031572158794381175 -0.0041951034217282204 0.0064316024674859378 0.008871635613898041 -0.0068702329173292902 -0.00055306358605680683 -0.0038114778525357002 0.0035985579122391393 0.005064448526507827 0.0076723215102154933 -0.0017698433869494615 -0.0042493455934211263 0.0063111800620541426 0.03325254271008396 -0.013561088299191434 -0.0054588225046103382 0.0026980478768615221 0.00051987182779257384 -0.0058333950045419761 -0.0019898073458452406 -0.005589438215992378 0.014129086798055853 -0.0025028811791248653 0.068746486571632542 -0.00089537206845300343 leaf_weight=1494.2810344905593 6023.6479506962933 861.89246452832595 80.108885893365368 144.83801505970769 494.86088870081585 254.93487333529629 409.66736154211685 43.001442196778953 38.237079603830352 21.603149833739735 3395.6505207724404 28.456828141352162 245.93899264978245 93.962062013219111 32.421920971013606 204.74180145212449 16.095992781454697 15.348274114774538 5.7201819170732033 4.2443726867204532 20.6193101456156 168.71804045396857 2582.5036667184904 14.186270155012606 635.26677606080193 64.56885644258 5.2904005817836177 18.086311719613153 0.25318599736783554 459.71699481830001 leaf_count=50373 171072 39037 4073 21385 44076 15782 56473 1344 1116 1928 191510 1310 7895 5269 779 10370 1033 1652 110 884 3838 6252 159108 3370 84431 3637 531 2620 44 19878 internal_value=0 0.00202673 -0.00031615 -0.00284316 -0.000278912 -0.000449397 -0.000969842 -0.000601099 3.57027e-05 0.00282648 -0.000319185 0.00115632 0.00283008 0.000367584 0.00142882 -0.00058441 0.0035225 -0.00252922 0.00254638 0.0133124 -0.000436266 0.00383868 0.000645079 0.00363493 -0.0027474 -0.00202434 -0.00385812 0.00198419 -0.00151925 -0.00170223 internal_weight=0 2388.6 15490.3 224.947 15265.3 12079.8 5827.6 4713.11 6252.21 228.558 3933.89 538.235 274.396 3185.51 1526.7 263.839 59.0974 1114.5 45.9321 9.96455 35.9676 206.955 2690.65 108.148 1068.56 779.221 433.297 23.6299 18.3395 714.652 internal_count=911180 90189 820991 25458 795533 583710 403342 252759 180368 9296 213462 21952 9205 211823 51152 12747 2377 150583 6484 994 5490 7368 167747 8639 144099 39297 59668 3195 2664 35660 is_linear=0 shrinkage=0.01 Tree=561 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 9 9 9 10 9 5 2 10 5 5 5 10 9 9 0 9 5 2 5 5 4 5 9 10 9 split_gain=1999.31 1409.12 114.478 110.132 69.9729 52.3771 46.5756 35.8685 24.473 24.1004 18.5972 32.7602 21.2494 24.7755 20.1884 17.5664 17.4559 17.1317 20.636 19.5375 17.387 19.1733 22.4949 14.9123 14.7011 14.0473 13.1271 13.9757 13.1225 13.0396 threshold=0.99977076053619396 0.00012842786236425005 4.0456557144352709e-06 0.068259380757808671 0.99998754262924205 3.7350000000000008 4.8650000000000011 5.995000000000001 0.94052824378013633 4.8950000000000005 87.500000000000014 0.34514106583072107 5.4114738304633654e-05 103.50000000000001 286.50000000000006 1.0000000180025095e-35 0.0011766494717448501 8.1200000000000028 7.6900000000000004 1.0000000180025095e-35 8.2700000000000014 2.5000000000000004 0.39415279556124627 1.0000000180025095e-35 401.50000000000006 1.5000000000000002 507.50000000000006 5.0750000000000011 6.6807518805944721e-07 5.2750000000000012 decision_type=2 2 2 2 2 10 8 10 2 10 2 2 2 2 2 2 2 8 10 2 8 2 2 2 2 10 2 10 2 10 left_child=1 2 28 5 -2 16 -5 -4 17 -10 -9 12 13 -12 -15 -7 -3 18 19 24 -19 23 -23 -22 -8 -25 27 -11 -1 -17 right_child=4 3 7 6 -6 15 8 10 9 26 11 -13 -14 14 -16 29 -18 20 -20 -21 21 22 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0095421191978912485 0.0053035668071836342 -0.0035485305551829628 -0.0055995759731348018 0.00011381542009760278 0.0098294823603371478 -0.0011054675653182516 0.0020240146550680326 -0.0017693359922954181 0.006178319449229047 -0.00032144154585880559 0.11019660658615278 0.0042474071407864484 -0.010396797978191289 0.0037347319982720568 0.10724847913657805 -0.000172654309246933 -0.001541802025710616 -0.0065133287988211252 0.0090911563414773893 -0.00029306400984231045 -0.00042892994867344171 -0.0055211921497016758 0.0035742902577812264 -0.0037795272843396495 -0.0049015056703171763 -0.016197821034543015 -0.0077390633148289398 0.0028482475989132184 -0.0077379035520904783 0.0015661484213336282 leaf_weight=1208.5882065879414 423.6456112684682 584.22071812022477 1114.5419937600382 3461.2149708773941 1763.8471396090463 927.31861395342276 1790.6833395697176 114.51007057237439 183.20169650018215 162.98740803450346 0.66255602287128856 19.491267030360177 0.51923741912469257 0.71754340245388448 0.25549831800162792 974.04497995856218 1679.9530370123684 43.4158980473876 35.578998520970345 519.45208662375808 209.79346929676831 31.740595482289791 189.72411480173469 50.047471154481173 31.184910252690315 11.135773602873085 12.959702581167219 949.28947532922029 604.88609487935901 773.98946727905422 leaf_count=342156 13291 13757 133447 22906 115548 22397 10708 11247 6473 895 25 2237 20 58 20 39401 14540 230 167 2580 1964 216 1084 530 289 81 59 7519 126927 20408 internal_value=0 -0.00125208 -0.00733514 0.000224678 0.00895296 -0.00094025 0.000973687 -0.00500767 0.00167875 0.00281481 -0.000162496 0.00833785 0.0453374 0.0630308 0.0309151 7.06025e-06 -0.00205959 0.00116842 0.00153256 0.0014177 -0.000446792 8.8062e-05 0.00227071 -0.00169578 0.00190547 -0.00603974 0.00226719 0.00238378 -0.00894032 0.000597248 internal_weight=0 15686.1 3064.17 12621.9 2187.49 4939.53 7682.41 1250.7 4221.19 1308.44 136.156 21.6461 2.15484 1.6356 0.973042 2675.35 2264.17 2912.76 2376.9 2341.32 535.857 492.441 221.465 270.977 1821.87 61.1832 1125.24 1112.28 1813.47 1748.03 internal_count=911180 782341 616137 166204 128839 110503 55701 147054 32795 14946 13607 2360 123 103 78 82206 28297 17849 13744 13577 4105 3875 1300 2575 10997 611 8473 8414 469083 59809 is_linear=0 shrinkage=0.01 Tree=562 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 9 9 9 10 9 5 1 1 10 5 9 9 0 9 5 1 1 5 5 1 9 9 5 10 0 split_gain=1974.68 1392.45 114.628 107.98 70.2693 51.4382 45.6741 35.519 24.1275 23.8651 18.1058 31.3167 19.0563 17.2288 17.2242 16.7847 20.2522 19.1334 17.0018 18.7898 19.3386 15.2085 14.5429 14.4244 13.5454 19.5574 15.5319 13.4426 13.2062 12.8504 threshold=0.99977076053619396 0.00012842786236425005 4.0456557144352709e-06 0.068259380757808671 0.99998754262924205 3.7350000000000008 4.8650000000000011 5.995000000000001 0.94052824378013633 4.8950000000000005 87.500000000000014 0.65419580419580436 0.68208556149732635 0.0011766494717448501 1.0000000180025095e-35 8.1200000000000028 7.6900000000000004 1.0000000180025095e-35 8.2700000000000014 2.5000000000000004 0.60730974632843793 0.05298245614035086 1.0000000180025095e-35 401.50000000000006 0.88956639566395668 5.6050000000000013 5.0750000000000011 507.50000000000006 6.6807518805944721e-07 1.0000000180025095e-35 decision_type=2 2 2 2 2 10 8 10 2 10 2 2 2 2 2 8 10 2 8 2 2 2 2 2 2 10 10 2 2 2 left_child=1 2 28 5 -2 13 -5 -4 15 -10 -9 -12 -13 -3 -7 16 17 23 29 22 -21 -16 -20 -8 26 -26 -11 -28 -1 -17 right_child=4 3 7 6 -6 14 8 10 9 24 11 12 -14 -15 21 18 -18 -19 19 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-0.0095367368987155678 0.0052750662450374184 -0.0035237074632836567 -0.0055738068545271484 0.00011267794835486121 0.0098231716704125088 -0.0010954329197313797 0.0020026230454813958 -0.0017546672044805123 0.0061486784823254013 -0.00023560657453628516 0.0041610786828622731 0.10266537035691084 0.029205636095530597 -0.0015276324110202414 0.0022915062002830926 -0.0080904741083590651 0.009007878021528283 -0.00029014721760518294 -0.00042451977253260309 0.0033401949796065832 -0.0057594664650780511 7.9604330161901391e-05 -0.0059574053648834436 -0.004868246434062579 0.0054377585112633511 -0.003241855988389033 0.0033366891746955075 -0.0073738200336146923 -0.0077193268282534982 0.011395407984718947 leaf_weight=1197.2344901099568 421.68503608554602 582.46181418467313 1108.5280910716392 3461.1942378263921 1747.4128271997906 926.45946208201349 1791.7077699564397 114.31367625831626 182.24880060553551 157.79556906223297 19.608164100209255 0.44102063169702832 1.7720732735469935 1678.5870590526611 404.33275620173663 39.812271133065224 35.548999540507793 519.42746860906482 209.85288209468126 194.80697915703058 26.536090940237045 1344.5298363037873 61.406877659261227 31.084488142281771 36.085501249879599 92.520245308056474 825.42248016037047 11.887037530541418 600.30135539919138 3.6987745612859717 leaf_count=342156 13291 13757 133447 22906 115548 22397 10708 11247 6473 858 2239 18 103 14540 6485 207 167 2580 1964 1133 167 53324 611 289 313 1387 5861 54 126927 23 internal_value=0 -0.00124172 -0.00731455 0.000222511 0.00893899 -0.000931454 0.00096413 -0.00498181 0.00166251 0.00279199 -0.000161305 0.00818574 0.0438445 -0.00204184 6.98504e-06 0.00115629 0.00151667 0.00140298 -0.000442078 8.71842e-05 0.00224927 0.000590991 -0.00167704 0.00188545 0.00224758 -0.000806442 0.00264228 0.00318464 -0.0089298 -0.00643402 internal_weight=0 15659.6 3042.2 12617.4 2169.1 4936.37 7681.04 1244.66 4219.84 1305.96 136.135 21.8213 2.21309 2261.05 2675.32 2913.88 2377.77 2342.22 536.114 492.603 221.343 1748.86 271.26 1822.79 1123.71 128.606 995.105 837.31 1797.54 43.511 internal_count=911180 782341 616137 166204 128839 110503 55701 147054 32795 14946 13607 2360 121 28297 82206 17849 13744 13577 4105 3875 1300 59809 2575 10997 8473 1700 6773 5915 469083 230 is_linear=0 shrinkage=0.01 Tree=563 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 10 5 3 1 1 1 5 3 1 5 5 1 5 1 0 10 3 1 3 5 1 1 split_gain=1950.34 1376.47 124.865 85.0938 70.5631 46.0157 28.6632 19.2967 13.2898 13.2852 9.92699 9.39033 25.7755 20.8136 16.8256 9.79398 9.30092 12.2429 9.28789 9.72689 8.50859 19.1646 7.1472 7.14465 8.28983 7.07871 8.20614 6.57078 8.19677 30.3407 threshold=0.99977076053619396 7.0975467679090811e-05 0.026551560498774003 4.0456557144352709e-06 0.99998754262924205 0.97252115607261669 0.00099748477805400022 9.5000000000000018 6.6807518805944721e-07 353.50000000000006 42.000000000000007 0.68772163120567387 0.68438714235252573 0.82683658170914553 1.0000000180025095e-35 26.500000000000004 0.85307609282245023 4.5000000000000009 9.5000000000000018 0.98936170212765973 15.500000000000002 0.051836094939543158 1.0000000180025095e-35 0.99766892194747936 18.500000000000004 0.36319073083778969 27.500000000000004 267.50000000000006 0.25092592592592594 0.23845060412224586 decision_type=2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 8 2 2 2 2 2 2 2 2 8 2 10 2 2 2 left_child=1 3 6 8 -2 7 18 11 -1 23 -8 12 -4 -13 -14 -15 17 -17 19 -3 -5 -22 -18 -7 -25 -11 -27 -23 29 -29 right_child=4 2 5 20 -6 9 10 -9 -10 25 -12 13 14 15 -16 16 22 -19 -20 -21 21 27 -24 24 -26 26 -28 28 -30 -31 leaf_value=-0.0095313158431781682 0.0052466022249513149 -0.0034275656948519651 0.00028263571153186218 -0.005946361784273612 0.0098168479779156478 0.0019865741564127817 -0.00072434967419084367 0.0013148177194367201 -0.0077006607940256775 -0.0099000300573810641 0.027655583089811243 -0.0028744616016731705 0.014971510298296456 -0.0033696964573963813 -0.0065274819134985215 0.0038295743482666756 0.0017637864079962141 0.023361807301870131 -0.00135335218161941 0.00042757462226179961 0.0033860633406863389 -0.0053023587454677614 -0.0010422768930464772 0.0065258926208960049 0.0029278141439544208 0.0085775467440215719 -0.0052123275231299891 0.00079398593558153226 -0.0033050055170447366 0.059251228523583194 leaf_weight=1185.9926079813158 419.74281806312501 793.39198471466079 4357.9697624780238 653.72753103356808 1731.1346340961754 985.55023136083037 2781.423190782778 2011.7415927294642 595.76167549612001 12.546249814331533 1.2330688685178746 307.55902308411896 18.838523477315906 57.710147205740213 4.5122012495994559 16.925302993506197 235.01322106271982 3.9598730057477942 462.05001423461363 71.331815380603075 31.832044555107132 275.43599676224403 147.88924286141992 73.673700904473662 489.34199395868927 6.7930960804224023 11.831322703510523 7.3595550500322116 31.031951678916812 1.0096797482110558 leaf_count=342156 13291 35432 26444 67567 115548 9589 49344 14485 126927 66 7 2070 96 324 33 97 1322 28 33611 1637 3614 48261 933 1101 8772 45 72 1457 6658 193 internal_value=0 -0.00123141 0.000149203 -0.00760875 0.00892497 0.00082503 -0.00128846 0.00048429 -0.0089192 0.00236986 -0.000711774 0.000159886 0.00033878 -0.000859279 0.0108171 0.000483713 0.00103445 0.00753293 -0.00249795 -0.00310955 -0.00527478 -0.00400834 0.000679995 0.00249996 0.00339864 -0.00409388 -0.00018259 -0.00475596 -0.000936333 0.00784637 internal_weight=0 15633.4 12851.3 2782.15 2150.88 8741.86 4109.43 7162.12 1781.75 1579.74 2782.66 5150.38 4381.32 769.057 23.3507 461.498 403.788 20.8852 1326.77 864.724 1000.4 346.669 382.902 1548.57 563.016 31.1707 18.6244 314.837 39.4012 8.36923 internal_count=911180 782341 185508 596833 128839 65477 120031 45832 469083 19645 49351 31347 26573 4774 129 2704 2380 125 70680 37069 127750 60183 2255 19462 9873 183 117 56569 8308 1650 is_linear=0 shrinkage=0.01 Tree=564 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 9 9 10 9 9 10 5 9 5 5 5 10 10 9 5 9 4 9 9 9 10 9 0 5 9 split_gain=1926.31 1360.64 122.466 85.2525 70.8542 48.0678 45.7685 37.598 47.7615 27.9589 21.3553 20.2256 16.8094 23.8747 16.5407 15.6192 13.3735 13.1022 13.0904 12.9367 45.1888 37.4384 28.5817 24.3075 14.1852 14.8021 13.6236 13.5855 26.157 12.5759 threshold=0.99977076053619396 7.0975467679090811e-05 0.026551560498774003 4.0456557144352709e-06 0.99998754262924205 4.8050000000000006 4.8650000000000011 0.97252115607261669 3.6650000000000005 6.0750000000000011 0.00048551171494175006 497.50000000000006 3.1450000000000005 123.50000000000001 1.0000000180025095e-35 11.500000000000002 6.6807518805944721e-07 0.99766892194747936 2.1250000000000004 6.5000000000000009 6.1150000000000011 4.5000000000000009 6.1250000000000009 5.4450000000000012 9.7700000000000014 0.78322452306747448 5.455000000000001 1.0000000180025095e-35 1.0000000180025095e-35 7.5550000000000006 decision_type=2 2 2 2 2 10 10 2 10 10 2 2 10 2 2 2 2 2 10 2 10 10 10 10 8 2 10 2 2 8 left_child=1 3 5 16 29 10 7 12 18 -5 -3 17 13 -4 -7 -11 -1 19 -9 20 27 23 -22 -21 25 -24 -25 -8 -29 -2 right_child=4 2 6 9 -6 14 11 8 -10 15 -12 -13 -14 -15 -16 -17 -18 -19 -20 21 22 -23 24 26 -26 -27 -28 28 -30 -31 leaf_value=-0.0095258556206468149 0.0041298721761664258 -0.0038876080818780858 -0.0012120644228090891 -0.0058265263345654893 0.0098105107451024673 -0.0013876065457201988 0.0021386870615868422 0.0061228814501663913 -0.0015620375843705115 -0.0053561430213637439 -0.001658436821804106 -0.0054705094837903066 0.00038611222601397363 0.0034536092703267808 0.00075029694151448781 0.0025887245720682007 -0.0076819055024947396 0.0035774236016401541 0.0027126553646391999 0.001101397043360614 -0.0090771096019311489 -0.0060080764024824877 -0.0037368698915652343 0.01300101110977712 0.010330406009772084 0.0008991416269534965 0.0036193419139250007 -0.0012154810302160003 0.0029986669144638311 0.0079838416097361108 leaf_weight=1174.8614682042971 299.83300139941275 554.61609162739478 1775.3632736969739 889.64694141177461 1715.0111457998864 538.66914194030687 1425.9511723387986 189.96422904729843 218.69865901768208 39.550423251464963 1908.8684414466843 40.277806967496872 2030.9865720644593 116.89672332257032 1102.7426356435753 66.101700711296871 591.26661662792321 324.87304018810391 276.24847585149109 600.53987491317093 53.10321144759655 52.694550408050418 144.23606615513563 15.826093055307863 10.47883542627096 131.80573832243681 705.00609102100134 390.82793376967311 236.3654685690999 117.98579457215965 leaf_count=342156 6851 24415 11222 116374 115548 16836 8732 7424 1300 3429 30194 361 13247 581 48586 7947 126927 3580 3617 5164 417 358 669 110 68 1026 4076 2190 1335 6440 internal_value=0 -0.00122126 0.000147781 -0.00758951 0.00891088 -0.001277 0.000816943 0.000131708 0.00229355 -0.00524894 -0.0021603 0.00158115 -0.000245702 -0.000923837 4.8692e-05 -0.000385403 -0.00890854 0.00165056 0.00410219 0.00148438 0.00104028 0.00225772 -0.00233862 0.00258735 -0.00108973 -0.00152325 0.00382532 0.00159921 0.000372672 0.00521818 internal_weight=0 15606.5 12845 2761.43 2132.83 4104.9 8740.14 4608.16 684.911 995.299 2463.48 4131.99 3923.25 1892.26 1641.41 105.652 1766.13 4091.71 466.213 3766.84 2392.77 1374.07 339.624 1321.37 286.521 276.042 720.832 2053.14 627.193 417.819 internal_count=911180 782341 185508 596833 128839 120031 65477 37391 12341 127750 54609 28086 25050 11803 65422 11376 469083 27725 11041 24145 14437 9708 2180 9350 1763 1695 4186 12257 3525 13291 is_linear=0 shrinkage=0.01 Tree=565 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 10 4 5 5 5 10 10 2 2 5 4 5 5 5 10 4 5 5 2 2 0 2 split_gain=1902.57 1344.97 120.164 85.4059 71.1289 40.5648 33.5658 16.0263 13.4572 13.112 12.9527 9.10364 8.495 9.47936 11.708 9.81359 8.28441 8.21588 9.45764 11.7045 13.2004 11.8419 10.4982 8.09439 19.0319 19.0155 16.6265 15.5972 13.1859 7.62544 threshold=0.99977076053619396 7.0975467679090811e-05 0.049213243648409809 4.0456557144352709e-06 0.99998754262924205 0.97252115607261669 0.00099748477805400022 9.5000000000000018 6.6807518805944721e-07 4.5000000000000009 353.50000000000006 9.5000000000000018 1051.5000000000002 2.9517374969145752e-05 3.7895917557762011e-05 0.75103305785123975 0.30032679738562096 497.50000000000006 3.5000000000000004 204.50000000000003 23.500000000000004 249.50000000000003 0.78322452306747448 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.20112359550561798 0.31838294448913923 1.0000000180025095e-35 0.73368794326241138 decision_type=2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 10 2 2 2 2 8 2 2 2 2 2 2 left_child=1 3 6 8 -2 7 11 23 -1 17 -7 -3 -5 -14 -15 -16 -11 18 -9 20 -20 -21 -23 24 28 -25 -27 -28 -4 -12 right_child=4 2 5 12 -6 10 -8 9 -10 16 29 -13 13 14 15 -17 -18 -19 19 21 -22 22 -24 25 -26 26 27 -29 -30 -31 leaf_value=-0.0095203558416966858 0.0051901215976656928 -0.0030710207023484982 0.00047138412567521631 -0.0052773663347608002 0.0098041594444028268 0.002461233009336324 -0.00059089348402249276 0.0014118873422068311 -0.0076630610600923179 -0.010302782477550839 -0.0011381011102151446 -0.0013294168012188213 -0.0012225130104256924 0.086588315826689771 -0.010095064190314806 0.063507598537335022 -0.00067808804894287393 -0.0026461641803459217 0.0069867750104864543 0.028896903232549502 -0.0020087950464523579 -0.0026887077852410565 0.016842515632732657 0.00053941868262188226 0.0013041946907309141 0.0019050419541281429 -0.010169431524496803 -0.0023596815967673376 -0.0012368184709710421 -0.012453647787663532 leaf_weight=1163.8399935367052 415.88739962503314 860.60604116274044 1167.9426379632205 986.86209952575155 1699.0409601926804 1543.357620309107 3470.6668689688668 1647.315742501989 586.81574726174586 14.913107786327599 23.123050181195143 460.85836239275523 2.2589331935159858 0.31019885768182553 0.54410265036858618 0.2715645944699645 22.339881887659431 47.346677305176854 38.021881218999624 3.550665419548749 28.570807380601764 5.069682225584982 6.0199604630470276 733.84929162077606 1544.5632468611002 87.830483943223953 27.517431404441595 361.79450275935233 737.06812528893352 8.0213819816708547 leaf_count=342156 13291 37069 6498 127160 115548 19462 55890 10654 126927 86 144 33611 443 37 84 26 156 386 277 24 303 59 25 4519 8756 521 215 2528 4286 39 internal_value=0 -0.00121106 0.000146356 -0.00757019 0.00889684 0.000892828 -0.00110732 0.000542706 -0.00889779 0.00134041 0.00233239 -0.00246364 -0.00522312 0.010592 0.0342965 0.0144099 -0.00453104 0.00146358 0.00157615 0.00490713 0.00312733 0.0130027 0.00791373 0.000232366 0.000479289 -0.000471005 -0.00202505 -0.00291169 -0.000189537 -0.00405247 internal_weight=0 15581.3 12840.3 2740.9 2114.93 8048.22 4792.13 6473.71 1750.66 1813.15 1574.5 1321.46 990.247 3.3848 1.12587 0.815667 37.253 1775.9 1728.55 81.233 66.5927 14.6403 11.0896 4660.57 3449.57 1210.99 477.142 389.312 1905.01 31.1444 internal_count=911180 782341 185508 596833 128839 58938 126570 39293 469083 11970 19645 70680 127750 590 147 110 242 11728 11342 688 580 108 84 27323 19540 7783 3264 2743 10784 183 is_linear=0 shrinkage=0.01 Tree=566 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 5 4 5 3 3 5 1 3 3 1 1 5 5 1 1 2 3 1 2 5 5 10 split_gain=1879.11 1329.44 117.909 85.5537 71.4148 43.8289 27.5165 13.5409 13.5203 15.1637 11.6975 10.5524 15.4111 10.201 9.77376 9.76621 9.25176 9.06334 10.2554 8.9858 8.47089 18.8728 8.06632 7.95399 12.2898 7.81938 7.79283 14.5252 7.49126 7.39512 threshold=0.99977076053619396 7.0975467679090811e-05 0.026551560498774003 4.0456557144352709e-06 0.99998754262924205 0.94052824378013633 0.00099748477805400022 6.6807518805944721e-07 12.500000000000002 4.5000000000000009 16.500000000000004 18.500000000000004 11.500000000000002 455.50000000000006 0.05298245614035086 42.000000000000007 8.5000000000000018 1.0000000180025095e-35 0.12062851552946931 13.500000000000002 15.500000000000002 0.051836094939543158 0.98936170212765973 0.8185736677115989 1.5000000000000002 0.79531763417305601 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 0.99894970655441295 decision_type=2 2 2 2 2 2 2 2 2 10 2 8 10 2 2 8 10 2 2 2 2 2 2 2 10 2 2 2 2 2 left_child=1 3 6 7 -2 8 19 -1 -4 10 14 12 26 29 -10 -8 -16 -12 -19 22 -5 -22 -3 24 -21 -18 27 -7 -24 -13 right_child=4 2 5 20 -6 11 15 -9 9 -11 17 13 -14 -15 16 -17 25 18 -20 23 21 -23 28 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.009514816109842535 0.0051617696965586381 -0.0032876171800563193 0.00014559473009981974 -0.0058735860646376929 0.0097977934680351306 0.0036195270371233994 -0.00070271296683468499 -0.0076441275724016058 0.0086719250986229401 -0.0053486321762701555 -0.0019617991583229253 0.0016195251579542919 0.0073413857186353758 -0.0047487610697550062 -0.010614232624221023 0.027495714351936082 0.002435056303831464 0.003575685767149713 0.00094152025736250452 0.046194205770253384 0.0034158287987713894 -0.0046773721694099565 0.0015274582755603954 0.0016937484644308836 -0.0019580407459153259 0.012559398959249887 0.003459841821375027 -0.0088341777298455056 -0.0072232680585219405 0.0033347630947922952 leaf_weight=1152.9271110623376 413.9995112977922 828.46681751310825 4989.6200937572867 643.13798905047588 1683.2226950237527 21.384947648271918 2776.8707849653438 582.40863723587245 34.414697639644146 34.806673621758819 93.310777638107538 1513.4643482463434 89.292431958019733 23.341866433620453 5.0705306231975547 1.2287643924355496 100.22251372598112 167.88946337997913 1235.0216739624739 0.53087235894054075 31.762434147065505 310.34062031866051 62.462871584109962 76.102512052515522 339.34864414157346 8.2569734156131727 103.24620545562357 16.662566816434264 11.599593476392327 301.42105123028159 leaf_count=342156 13291 38444 29987 67567 115548 272 49344 126927 169 247 488 14695 913 126 32 7 752 1030 9718 34 3614 56569 1408 4666 25838 47 938 215 290 5848 internal_value=0 -0.00120106 0.000144961 -0.00755079 0.00888263 0.000801276 -0.00125486 -0.00888698 0.00040679 0.00118301 0.00132128 0.00207286 0.00408936 0.00181991 0.00400347 -0.000690241 0.00258855 0.00105603 0.00125676 -0.0024445 -0.00519732 -0.00392596 -0.00300495 -0.00122851 -0.00188283 0.00320568 0.00203419 -0.00183446 0.000156928 0.0019044 internal_weight=0 15554.6 12834 2720.58 2097.22 8737.43 4096.61 1735.34 6668.61 1678.99 1644.19 2068.81 230.586 1838.23 147.965 2778.1 113.55 1496.22 1402.91 1318.51 985.241 342.103 902.529 415.982 339.88 108.479 141.294 38.0475 74.0625 1814.89 internal_count=911180 782341 185508 596833 128839 65477 120031 469083 42470 12483 12236 23007 2338 20669 1000 49351 831 11236 10748 70680 127750 60183 40142 30538 25872 799 1425 487 1698 20543 is_linear=0 shrinkage=0.01 Tree=567 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 9 9 9 10 9 10 10 10 0 9 2 9 2 1 9 9 1 1 3 9 3 1 9 3 2 split_gain=1855.93 1314.04 115.722 85.6985 71.6979 48.5815 45.0869 27.8603 23.9979 23.713 18.3565 17.9074 13.6247 13.3467 17.9192 33.9035 15.7938 15.2416 13.1834 19.1367 15.2619 12.8435 18.6898 15.2655 12.6847 12.6184 11.9163 11.7527 14.483 11.3865 threshold=0.99977076053619396 7.0975467679090811e-05 0.049213243648409809 4.0456557144352709e-06 0.99998754262924205 3.3950000000000005 4.8650000000000011 6.0750000000000011 0.94052824378013633 4.8950000000000005 0.00048551171494175006 0.00025326936156485003 6.6807518805944721e-07 1.0000000180025095e-35 6.0450000000000008 0.24165739710789766 7.6900000000000004 0.48846085567193326 0.88956639566395668 5.6050000000000013 5.0750000000000011 0.90940656565656586 0.51630627437079057 29.500000000000004 7.5550000000000006 21.500000000000004 0.85791925465838526 5.2250000000000005 28.500000000000004 0.27320574162679429 decision_type=2 2 2 2 2 10 8 10 2 10 2 2 2 2 8 2 10 2 2 10 10 2 2 10 8 10 2 10 8 2 left_child=1 3 5 12 24 10 21 -5 13 -10 26 -7 -1 14 17 -16 -15 29 20 -20 -11 22 -4 -24 -2 -22 -3 28 -13 -8 right_child=4 2 6 7 -6 11 8 -9 9 18 -12 27 -14 16 15 -17 -18 -19 19 -21 25 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0095092360259200412 0.0040355539954640566 -0.0047573315458329206 0.0002885901986868572 -0.0057544815491277698 0.0097914123959467001 -0.0024579895349828621 0.0019170884138667752 -0.00029662080432607188 0.0060715858060672737 -0.00030809744331699581 -0.0018193642195959273 -0.0025028082982215928 -0.007625105146936241 -0.00035848077155906295 -0.0055910710081976582 0.0009476350004164858 0.0087855107209286135 0.0012329162671396985 0.0053511237527719994 -0.0032669019045887936 0.0052240785380024525 0.0022591107096386408 -0.0033578319389801926 -0.00040625153337078525 0.0079368331578686044 0.0023779816419099258 0.0020308771951687609 0.00089243375923114029 -2.9754750075498132e-05 0.0045396009962644273 leaf_weight=1142.1217626003781 296.14724715612829 353.97214230895042 2643.9155539032072 875.57594920857809 1667.5549678234383 323.66165282879956 344.48076926544309 104.71315669897012 179.6557862944901 157.30961424857378 1587.1523738261312 294.2729158885777 578.04486249457113 701.62633817084134 91.310358840972185 602.75854903273284 19.411897726356983 1027.5477642603219 35.741255946457386 92.322993339970708 207.60868599265814 246.03144901990891 278.1416323762387 473.57962809503078 115.98209339659661 623.96328098513186 27.898264695890248 983.91557616507635 1212.6164108938538 318.75706119649112 leaf_count=342156 6851 9914 17671 116374 115548 31513 1805 11376 6473 858 14982 10271 126927 4357 551 3537 105 7053 313 1387 1556 1697 1846 3163 6440 4359 511 22914 36465 2207 internal_value=0 -0.00119114 0.000143581 -0.00753129 0.00886835 -0.00108811 0.000876013 -0.00517148 0.00155692 0.0026996 -0.00229297 -0.000245186 -0.00887609 0.00107988 0.00144033 8.74155e-05 -0.000112305 0.00199571 0.00215724 -0.00086171 0.0025482 5.28535e-05 -0.000107001 -0.00149835 0.00513346 0.00308853 -0.00426141 4.23516e-05 -0.000512705 0.00317749 internal_weight=0 15528.1 12827.7 2700.46 2079.68 4783.49 8044.16 980.289 4402.49 1296.6 1969.02 2814.47 1720.17 3105.89 2384.85 694.069 721.038 1690.79 1116.95 128.064 988.882 3641.67 3395.64 751.721 412.129 831.572 381.87 2490.8 1506.89 663.238 internal_count=911180 782341 185508 596833 128839 126570 58938 127750 34561 14946 25407 101163 469083 19615 15153 4088 4462 11065 8473 1700 6773 24377 22680 5009 13291 5915 10425 69650 46736 4012 is_linear=0 shrinkage=0.01 Tree=568 num_leaves=31 num_cat=0 split_feature=4 6 1 5 1 5 2 2 5 4 4 5 2 2 2 5 5 5 5 5 5 2 1 5 0 2 2 1 2 1 split_gain=31.2044 14.0253 13.4236 13.6957 63.6443 12.9612 15.3452 20.5362 12.607 12.3428 12.0762 11.5768 13.9188 12.0469 13.7204 13.4455 15.8373 11.1182 10.6216 9.7186 11.9069 9.39692 31.2831 8.95304 8.70246 10.2809 10.5586 10.7564 9.57326 8.78439 threshold=2.5000000000000004 1.0000000180025095e-35 0.25092592592592594 212.50000000000003 0.20701970443349751 26.500000000000004 0.95469208211143708 0.94754041967664271 5.5000000000000009 5.5000000000000009 3.5000000000000004 53.500000000000007 1.0000000180025095e-35 0.97385509227614497 0.99261982570806107 261.50000000000006 214.50000000000003 15.500000000000002 68.500000000000014 64.500000000000014 59.500000000000007 0.68457101658255237 0.31601439496176342 283.50000000000006 1.0000000180025095e-35 0.38119783996072654 0.54186137071651097 0.45485893416927897 0.30810147299509005 0.7696153846153847 decision_type=10 10 2 2 2 2 2 2 2 10 10 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 11 3 5 -5 6 7 9 -8 17 -4 -1 -13 18 15 16 -15 -2 19 20 -14 22 -12 -24 25 28 -27 -28 29 -20 right_child=2 -3 10 4 -6 -7 8 -9 -10 -11 21 12 13 14 -16 -17 -18 -19 24 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31 leaf_value=0.00024835298574140351 -0.00117756418157036 0.015700471749553864 -0.00068465992431174716 -0.0063497020353577302 0.020528373793691154 -0.0040447991446744408 -0.0017843907751800732 0.01378034652578811 -0.010538995466468385 0.0031098053219576682 0.042395954799038557 -0.0064219313195444669 -0.0036976311212489625 0.0042684892333575706 -0.00044650317495085519 -0.013583601511966328 0.017024817305889561 0.0044080288608235917 -0.0034148227261426756 -0.0058098640841318192 0.0013404628561224058 -0.0064166604040463236 -0.0023424943608608747 -0.0091195854444881142 0.0028733122229291138 -0.0021651666301429205 -0.00039549390334035929 0.0094441998420143475 0.0037146170705179855 0.0019315247417097045 leaf_weight=13319.686388372676 310.42593543697149 5.7880903850309542 407.73201677075122 19.463017217698507 16.094959178124554 91.884522083215415 91.245797193376347 11.805572415003551 20.066413640743122 126.27260711113922 1.5497339332941908 38.985700817778707 100.80467274913099 57.820247378433123 85.901670857798308 3.5324252310674629 11.702414487954227 40.258075847988948 53.911168192164041 66.076405712869018 87.741426769644022 67.860813502687961 517.81385916296858 20.255762603948824 80.761797811836004 400.10724955669139 1321.0770239535486 11.203952515381387 106.06657506653573 71.480366517906077 leaf_count=556189 16794 213 43593 3292 854 22132 2307 166 3212 3670 252 815 8003 1285 3431 294 147 2892 5468 6632 5527 14321 41720 4228 3551 36546 110154 769 7652 5071 internal_value=0 0.000136907 -0.00127297 -0.000236219 0.00581639 -0.000547246 -1.16945e-05 0.00075145 -0.0033626 0.00042896 -0.00201593 0.000131212 -0.00049361 -0.00039959 0.00226287 0.00544868 0.0064157 -0.000536345 -0.000583658 -0.00250967 -0.00135311 -0.00290946 -0.0024684 -0.00259762 -0.000343804 -0.000476106 -0.000740576 -0.000312746 0.00150336 -0.000367098 internal_weight=0 15822.6 1742.73 727.517 35.558 691.959 600.074 488.762 111.312 476.957 1015.21 15816.9 2497.17 2458.19 158.957 73.0551 69.5227 350.684 2299.23 254.623 188.546 607.48 539.619 538.07 2044.61 1963.85 1732.39 1332.28 231.458 125.392 internal_count=911180 751747 159433 55319 4146 51173 29041 23522 5519 23356 104114 751534 195345 194530 5157 1726 1432 19686 189373 20162 13530 60521 46200 45948 169211 165660 147469 110923 18191 10539 is_linear=0 shrinkage=0.01 Tree=569 num_leaves=31 num_cat=0 split_feature=4 3 1 5 1 5 2 2 5 4 4 5 3 1 3 2 2 2 1 5 5 2 2 4 5 5 1 2 2 0 split_gain=30.6084 14.9795 13.1728 13.4181 62.0569 12.7438 15.0616 20.1369 12.4974 12.0989 11.8688 11.3214 16.5321 15.1515 14.2628 13.6007 13.1496 14.0178 11.1485 52.3036 17.9092 17.3435 17.7255 15.2871 13.7922 18.508 11.074 10.9633 13.7523 18.8915 threshold=2.5000000000000004 42.000000000000007 0.25092592592592594 212.50000000000003 0.21889880952380952 26.500000000000004 0.95469208211143708 0.94754041967664271 5.5000000000000009 5.5000000000000009 3.5000000000000004 53.500000000000007 28.500000000000004 0.90508365508365518 29.500000000000004 0.47637648809523808 0.50155279503105599 0.66349106014087067 0.31158186076218869 14.500000000000002 30.500000000000004 0.87439320388349528 0.87577160493827166 1.5000000000000002 11.500000000000002 9.5000000000000018 0.31296641791044782 0.49341991341991348 0.16749174917491746 1.0000000180025095e-35 decision_type=10 10 2 2 2 2 2 2 2 10 10 2 10 2 8 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 left_child=1 11 3 5 -5 6 7 9 -8 -2 -4 14 13 -13 15 -1 27 -18 21 -20 23 -19 24 -21 25 -23 -22 28 29 -16 right_child=2 -3 10 4 -6 -7 8 -9 -10 -11 -12 12 -14 -15 16 -17 17 18 19 20 26 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00075206398891576305 -0.00053102047721191126 0.014965886321653203 -0.00067803623147606935 -0.0049455067087192392 0.022057864016758175 -0.0040157263842402419 -0.0017673865625994192 0.013648412828496513 -0.010510319168940628 0.0030791442304641502 -0.0028844802489443634 0.00078732027572594001 -0.0010528195868393091 -0.017688025860880377 0.0020523502148430024 0.00028676037907440972 -0.001086760074159947 -0.00097548645302453945 0.00036480490022543119 0.015588125124360926 0.012314533591679531 0.0055926643643066784 0.00068197441471888848 -0.0065144285756767338 -0.004389502667408081 0.022203978869053179 -0.0019055964949892066 0.0016592003170572819 -0.00015766158120942693 0.00021996860252318864 leaf_weight=2246.5916639626957 350.66093510086648 6.8078039791434994 407.59863855305593 21.475690443650819 14.096835391945204 91.625548722804524 91.20266661606729 11.800520355114712 19.920682551339269 126.25477611878887 606.62451179814525 805.37587603682186 1686.3911096522352 4.4634550840128204 1038.6297742966563 2870.7615022674436 864.55636119446717 857.48249683622271 366.01959320437163 39.574749695369974 8.4220316773280501 24.463628191966563 975.28209338837769 3.3979319073259822 8.0943842185661179 9.2410274075809848 15.658332274993882 1191.9407173800282 1571.3270918317139 1227.7326581785455 leaf_count=104850 19686 265 43593 3515 631 22132 2307 166 3212 3670 60521 61753 133355 237 22685 149807 41989 42525 12080 1061 114 816 27854 415 335 117 905 40587 71398 38599 internal_value=0 0.00013554 -0.00126134 -0.000234048 0.00575551 -0.000542181 -1.15968e-05 0.000744004 -0.0033347 0.000424705 -0.00199775 0.000129157 -0.000488868 0.000685493 0.000244984 -0.000169298 0.000503467 -7.17203e-07 0.000406169 0.00185226 0.00997174 7.20856e-05 0.000955274 0.0138404 0.00733209 0.0101471 0.00306785 0.000821457 0.000561264 0.00105971 internal_weight=0 15822.2 1741.26 727.038 35.5725 691.465 599.84 488.716 111.123 476.916 1014.22 15815.4 2496.23 809.839 13319.2 5117.35 8201.82 3172.19 2307.64 433.073 67.053 1874.56 1017.08 42.9727 41.799 33.7047 24.0804 5029.63 3837.69 2266.36 internal_count=911180 751747 159433 55319 4146 51173 29041 23522 5519 23356 104114 751482 195345 61990 556137 254657 301480 128211 86222 14575 2495 71647 29122 1476 1268 933 1019 173269 132682 61284 is_linear=0 shrinkage=0.01 Tree=570 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 9 9 10 9 9 10 10 10 9 9 3 4 9 4 9 9 3 4 9 9 9 9 3 9 9 split_gain=1833.09 1314.27 120.516 85.8248 48.5789 47.9472 46.4316 37.281 33.4703 27.6284 18.1083 17.5794 13.7082 12.2733 11.5623 14.2331 14.0865 17.3179 12.3515 10.7885 10.6606 10.3301 10.0639 19.5163 39.5793 26.186 17.6562 23.1224 15.3701 17.1044 threshold=0.99989646673202526 7.0975467679090811e-05 0.049213243648409809 4.0456557144352709e-06 0.97252115607261669 3.3950000000000005 3.3950000000000005 0.99998754262924205 8.8450000000000006 6.0750000000000011 0.00048551171494175006 0.00025326936156485003 6.6807518805944721e-07 3.2350000000000008 5.2250000000000005 28.500000000000004 11.500000000000002 4.9150000000000009 1.5000000000000002 1.8450000000000004 5.1750000000000007 18.500000000000004 1.5000000000000002 7.6450000000000005 6.1150000000000011 6.1250000000000009 5.2550000000000008 28.500000000000004 4.8750000000000009 8.1200000000000028 decision_type=2 2 2 2 2 10 10 2 8 10 2 2 2 10 10 8 8 10 10 10 10 10 10 10 10 10 10 10 10 10 left_child=1 3 5 12 6 10 -4 13 -6 -5 19 -7 -1 -2 15 -13 18 -18 20 -3 -17 -15 23 24 26 -26 27 -8 -24 -30 right_child=7 2 4 9 8 11 22 -9 -10 -11 -12 14 -14 21 -16 16 17 -19 -20 -21 -22 -23 28 -25 25 -27 -28 -29 29 -31 leaf_value=-0.0095031641853420244 0.0080568147492906354 -0.0024383223142089602 -0.00074815226214129226 -0.0057278759398668409 0.0019748170549325444 -0.0024366476911514699 -0.0010143545999938516 0.009784958188860637 0.006827126209401067 -0.00028926850897004989 -0.0018062917268309203 -0.0024827500001469295 -0.0076050086951188712 0.0092465656159579478 0.00088657847224022702 0.0007521867817901289 0.0057276343211008105 0.046610827056043268 -0.0017931967401377494 -0.0058134127021044835 -0.0043136968839371541 0.0024283699412475115 -0.0013553787322350228 0.004908679074444821 -0.012358420593708081 -0.001749405591816719 0.002912547762670142 0.0015630126497468764 0.0014554166510596129 -0.0033790377703297463 leaf_weight=1130.4265887934016 123.477872768417 177.84519076999277 1987.8116123583168 870.45305226510391 1555.678443107754 322.7796495729126 433.43824553862214 1651.5783452158794 156.45129809621722 104.63529121805914 1585.528527575545 293.5817062323913 573.48304090951569 27.556067239493132 984.24975046189502 845.14895446179435 4.1854134537279597 1.3769856505095956 318.02825243072584 202.59888157807291 43.687952628359199 114.77796666044742 376.59067224524915 150.30817800015211 28.231880567967892 132.26706160604954 667.12566178292036 1767.5496553368866 850.00584202073514 80.078120727092028 leaf_count=342156 6900 2900 12316 116374 16113 31513 2656 115548 7040 11376 14982 10271 126927 631 22914 22029 81 20 13039 7525 1296 2252 2856 731 143 625 3620 9996 5889 461 internal_value=0 -0.00113403 0.000183562 -0.0075103 0.000920259 -0.00107826 0.00052407 0.00922555 0.00241821 -0.00514427 -0.00227641 -0.000240898 -0.0088643 0.00574978 4.37086e-05 -0.000507148 -2.87679e-05 0.0158484 -0.000101945 -0.00423567 0.000503189 0.00374838 0.00108786 0.00139154 0.00121699 -0.00361554 0.00148742 0.00105545 0.000349056 0.00103918 internal_weight=0 15643.5 12964.5 2679 8185.54 4779.01 6473.41 1917.39 1712.13 975.088 1965.97 2813.04 1703.91 265.812 2490.26 1506.01 1212.43 5.5624 1206.87 380.444 888.837 142.334 4485.6 3178.92 3028.61 160.499 2868.11 2200.99 1306.67 930.084 internal_count=911180 785849 189016 596833 62446 126570 39293 125331 23153 127750 25407 101163 469083 9783 69650 46736 36465 101 36364 10425 23325 2883 26977 17771 17040 768 16272 12652 9206 6350 is_linear=0 shrinkage=0.01 Tree=571 num_leaves=31 num_cat=0 split_feature=9 4 9 9 5 2 5 2 2 2 5 9 4 2 2 9 9 5 9 9 9 2 9 9 5 5 2 2 2 5 split_gain=99.507 17.9587 15.6364 26.7298 49.9793 18.536 19.3004 17.5017 28.1152 30.1452 26.7868 17.3607 15.5098 16.8958 38.3936 22.2705 15.9292 14.543 14.6455 13.9049 30.5822 74.3396 14.6503 13.7667 13.8476 13.7076 19.1247 12.656 16.4103 17.9949 threshold=1.3750000000000002 2.5000000000000004 5.4850000000000012 4.3750000000000009 25.500000000000004 0.37341365461847392 446.50000000000006 0.41625412541254131 0.45488466757123475 0.45848997493734339 1.0000000180025095e-35 4.7650000000000006 1.5000000000000002 0.16749174917491746 0.13453458306399482 4.8950000000000005 4.7750000000000012 212.50000000000003 4.0850000000000009 5.535000000000001 5.5250000000000012 0.38119783996072654 5.7950000000000008 5.2550000000000008 488.50000000000006 1.5000000000000002 0.60061349693251542 0.95469208211143708 0.94754041967664271 50.500000000000007 decision_type=10 10 10 10 2 2 2 2 2 2 2 10 10 2 2 10 10 2 10 10 10 2 10 10 2 2 2 2 2 2 left_child=-1 2 3 17 11 -4 7 19 -9 10 -10 -5 16 14 -14 -16 25 -2 -19 20 -7 -22 -21 -3 27 26 -13 28 -25 -30 right_child=1 23 5 4 -6 6 -8 8 9 -11 -12 12 13 -15 15 -17 -18 18 -20 22 21 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=0.0019257933123995896 6.3040177201304245e-06 -0.0023548328291273378 -0.00080406424082758634 -0.0018216491590354942 -0.0028801668557874765 0.0099831594521246521 -0.0050983557938362265 -0.0054347982789710557 0.03207489231717834 0.0011661946344356838 -0.0032144196297873612 0.0006868458104470562 -0.00041825598860618056 -0.0021314857775270655 0.060386744140602494 0.012346557000825393 0.00018256708918517017 0.0030932278449236432 -0.0043014788345719828 -0.0044554596769674258 0.14714044219746766 -0.010512955750604614 0.0057844382719478386 -0.00018158506211925891 -0.0099647313257762802 -0.0039339087791205466 0.022862484336646428 -0.004354479347583597 0.016196778859268835 -0.013662659762750501 leaf_weight=2320.6683296649717 5641.0254779963288 694.6024793155957 731.61400375503581 697.90148697281256 995.11956443171948 9.4576565828174317 49.043790184427053 65.079255755059421 5.9103670171461982 1543.8916765954345 3.3816735681612045 6.6854058059398112 109.68471091473475 582.45474220975302 1.0188502750825161 18.252213608939201 2700.8687251880765 255.78027610876597 29.915616359328851 16.95757003990002 0.56415927223861284 0.63660427345894277 79.355401532258838 842.12389828497544 15.208622412290422 6.1965356334112576 9.2976857658941281 72.56641193293035 11.259361834614536 2.4591026956913984 leaf_count=90189 158259 61344 34430 33752 131260 613 4656 6803 65 100886 563 204 5562 46811 38 374 124231 9265 2661 1218 20 55 2280 87171 2357 317 149 5211 105 331 internal_value=0 -0.000297399 -0.00017792 -0.000339599 -0.000868275 0.000535295 0.00108757 0.00126342 0.00100447 0.00127427 0.019232 -0.000383788 -9.16069e-05 -0.00140635 0.00186886 0.0148864 0.000251877 0.000117783 0.00231892 0.0051809 0.0160188 0.0635579 0.00398153 -0.00128637 -0.000499873 0.00869191 0.0135869 -0.000344825 -4.84857e-06 0.0108443 internal_weight=0 15198.3 13560.1 11054.2 5127.48 2505.89 1774.28 1725.23 1618.26 1553.18 9.29204 4132.36 3434.46 711.411 128.956 19.2711 2723.05 5926.72 285.696 106.971 10.6584 1.20076 96.313 1638.22 943.617 22.1796 15.9831 928.409 855.842 13.7185 internal_count=911180 820991 664472 512883 342698 151589 117159 112503 108317 101514 628 211438 177686 52785 5974 412 124901 170185 11926 4186 688 75 3498 156519 95175 670 353 92818 87607 436 is_linear=0 shrinkage=0.01 Tree=572 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 10 9 9 10 5 10 9 5 5 2 5 10 5 9 4 5 9 5 5 9 9 9 5 split_gain=1809.98 1298.09 121.287 81.3128 48.4124 47.728 42.2134 37.4498 29.4776 25.4941 19.2176 18.3824 18.2651 15.6934 20.2927 14.6059 40.1858 31.6869 13.7941 13.2353 13.1561 13.6111 12.8137 27.7444 63.0019 23.014 26.7379 12.5994 22.7587 12.3115 threshold=0.99989646673202526 6.4727209974080338e-05 0.049213243648409809 4.0456557144352709e-06 3.3950000000000005 0.98755538463592529 3.3950000000000005 0.99998754262924205 3.0050000000000003 6.0750000000000011 0.00048551171494175006 123.50000000000001 0.00025326936156485003 5.0750000000000011 313.50000000000006 90.500000000000014 0.34514106583072107 103.50000000000001 6.6807518805944721e-07 1.0000000180025095e-35 4.9750000000000005 2.5000000000000004 1051.5000000000002 5.3350000000000009 2748.0000000000005 1209.5000000000002 4.7650000000000006 4.7950000000000008 3.9350000000000005 1.0000000180025095e-35 decision_type=2 2 2 2 10 2 10 2 10 10 2 2 2 10 2 2 2 2 2 2 10 8 2 10 2 2 10 10 10 2 left_child=1 3 4 18 10 6 11 -2 -7 22 -3 -4 -6 20 -15 -11 17 -17 -1 -14 27 -22 -5 25 -25 26 -24 28 -10 -8 right_child=7 2 5 9 12 8 29 -9 13 15 -12 -13 19 14 -16 16 -18 -19 -20 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0094971644201903588 0.0057214448685453259 -0.0042661909135744309 -0.00085995985501681558 -0.0058208344196002014 -0.0024112798535859585 0.0054618978289209912 0.00045598194683776737 0.0097783951012150195 0.0024242758884733288 -0.002054826539990728 -0.0017979351001794551 0.0029227001124403898 -0.00094977221163048602 0.0031399474374966558 -0.0074114616513515285 0.1074324338521111 0.0028581540299217889 0.019196382678917757 -0.0075848431157195927 0.00058077946163314037 -0.0034513017091219282 -0.023864478157006239 0.1688382783205043 0.024290971544790051 0.32899151620413969 -0.010094654380747444 -0.010036675992697393 0.0043820716854228101 -0.0033747429798313758 0.0014976581460401975 leaf_weight=1119.1400635795435 264.31344739254564 393.85450074914843 1945.707471691072 829.78310862043872 343.78716679057106 291.7976004043594 1848.9533089213073 1635.2665921114385 151.8306624032557 85.461804343853146 1584.4245685217902 137.55437323078513 866.90887944865972 614.90611060336232 18.783966459333897 0.67724107718095083 13.886369522195308 1.0199273144826291 568.96900565188844 1622.2340739294887 31.233229145407677 3.6479129865765563 0.16766448877751816 0.2912393258884548 0.088473245268687606 1.9578629259485749 0.16660243319347501 78.569761328399181 122.10150920599699 2936.7189919371158 leaf_count=342156 9783 10976 13106 112970 34090 10412 10040 115548 1680 9338 14982 697 19242 6305 95 22 1724 70 126927 50408 196 19 24 74 17 335 48 520 794 18582 internal_value=0 -0.00112414 0.000170996 -0.00754298 -0.00108894 0.000911887 0.000577978 0.0092139 0.0026589 -0.00517467 -0.00228934 -0.000610197 -0.000250685 0.00185787 0.00282718 -0.000431323 0.00847214 0.0544063 -0.00885263 4.7725e-05 0.000272252 -0.00558614 -0.00575043 0.0161138 0.0952864 0.00299813 0.079685 0.000851957 -0.000160557 0.0010952 internal_weight=0 15614.6 12993 2621.61 4811.21 8181.8 6868.93 1899.58 1312.87 933.5 1978.28 2083.26 2832.93 1021.07 633.69 101.045 15.5835 1.69717 1688.11 2489.14 387.383 34.8811 832.455 2.67184 0.379713 2.29213 0.334267 352.502 273.932 4785.67 internal_count=911180 785849 192144 593705 129698 62446 42425 125331 20021 124622 25958 13803 103740 9609 6400 11154 1816 92 469083 69650 3209 215 113468 498 91 407 72 2994 2474 28622 is_linear=0 shrinkage=0.01 Tree=573 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 3 4 10 0 2 3 3 2 2 2 4 2 2 10 2 3 2 2 4 10 2 3 split_gain=1788.34 1282.96 118.929 81.439 47.0423 37.6308 33.0998 13.8777 11.705 10.4399 10.0812 9.49687 9.91523 26.8883 15.1374 17.9926 9.61668 10.9701 9.39999 9.08918 9.05319 8.51062 10.768 9.92812 7.99984 7.99596 7.53126 8.17672 13.3309 7.7109 threshold=0.99989646673202526 6.4727209974080338e-05 0.049213243648409809 4.0456557144352709e-06 0.97252115607261669 0.99998754262924205 0.00099748477805400022 6.6807518805944721e-07 42.000000000000007 2.5000000000000004 0.99894970655441295 1.0000000180025095e-35 0.16749174917491746 26.500000000000004 24.500000000000004 0.24165739710789766 0.45416348357524833 0.36417112299465243 4.5000000000000009 0.58637267904509294 0.8185736677115989 0.65440738201141369 0.89751312944084038 8.5000000000000018 0.73368794326241138 0.61374887488748886 1.5000000000000002 0.78322452306747448 0.99938118811881205 17.500000000000004 decision_type=2 2 2 2 2 2 2 2 8 8 2 2 2 10 8 2 2 2 10 2 2 2 2 10 2 2 10 2 2 10 left_child=1 3 6 7 11 -2 20 -1 -8 10 -6 12 13 -4 15 -14 17 -13 -15 -16 -3 23 -23 -18 -17 -21 27 28 -26 -28 right_child=5 2 4 -5 9 -7 8 -9 -10 -11 -12 16 14 18 19 24 21 -19 -20 25 -22 22 -24 -25 26 -27 29 -29 -30 -31 leaf_value=-0.0094914530750715258 0.005693561665470236 -0.002759923943785257 -0.0034726648207981524 -0.0051489912226363359 0.0021495779964368598 0.009771960621152832 -0.00057515324835307228 -0.0075655435365627709 0.024977634750155714 0.00029816714207301547 0.0039596660688832851 -0.00057696051518240331 -0.011325190437146231 0.0027330961376956552 -0.00023584511309554892 0.0032901000822760326 -0.011108840196947222 -0.0057746181722967147 -0.0062196315420623861 0.0029102672855974856 -0.0004824864491926649 0.0031870850464678934 -0.0016154303734240607 0.00011792581009251249 0.0022700463062771902 0.00058478411897659526 -0.0055832929743543855 0.0062635872688257387 -0.0065777247782267956 0.0014560118290787728 leaf_weight=1108.6678288163384 262.95860845316201 1138.2070712323766 83.872971747070551 928.82443018374033 1061.6005595419556 1620.0561395734549 3461.2664627311751 564.73746896209195 1.7935727387666691 211.02811202406883 433.26687496807426 882.02499294281006 9.8408595696091634 607.75931726582348 1629.4714283850044 333.69131066091359 7.9944226443767539 42.566055152565241 11.958569496870039 162.14217032119632 206.16050450503826 210.69280936010182 59.977742718532681 536.01224076002836 100.53920222818851 1678.3312100097537 31.562030615285039 34.930632103234529 20.50162236392498 30.695154685527086 leaf_count=342156 9783 63164 436 124622 11821 115548 55880 126927 10 2086 9246 5140 67 3235 10610 2094 48 257 66 1053 10644 1493 387 2883 518 10339 195 190 90 192 internal_value=0 -0.0011147 0.000169354 -0.00752352 0.000902925 0.00920242 -0.00107891 -0.0088415 -0.000561919 0.00238028 0.00267421 0.000513677 0.000745788 0.00184116 0.000554629 0.00207751 -0.000118262 -0.000816249 0.00256034 0.000308084 -0.00241068 0.000673895 0.0021229 -4.70566e-05 0.00231649 0.000789655 0.000827747 0.00200143 0.000771431 -0.00211265 internal_weight=0 15590.1 12987.9 2602.23 8180.46 1883.01 4807.43 1673.41 3463.06 1705.9 1494.87 6474.56 4735.3 703.591 4031.71 561.761 1739.27 924.591 619.718 3469.94 1344.37 814.677 270.671 544.007 551.92 1840.47 218.229 155.971 121.041 62.2572 internal_count=911180 785849 192144 593705 62446 125331 129698 469083 55890 23153 21067 39293 29085 3737 25348 3346 10208 5397 3301 22002 73808 4811 1880 2931 3279 11392 1185 798 608 387 is_linear=0 shrinkage=0.01 Tree=574 num_leaves=31 num_cat=0 split_feature=9 4 9 9 2 1 2 2 9 2 2 0 2 4 2 2 1 2 4 9 9 1 9 2 9 1 2 1 2 2 split_gain=95.1109 17.2528 15.6499 25.016 18.4374 16.1074 28.019 30.0541 17.4017 14.5967 38.9001 13.916 14.9056 14.3501 14.5416 25.6034 24.2981 20.4845 17.6239 13.821 20.3278 18.0195 21.9852 18.4342 15.2567 15.7868 14.4273 13.7055 14.8547 16.3783 threshold=1.3750000000000002 2.5000000000000004 5.4850000000000012 4.3750000000000009 0.37341365461847392 0.58374587458745886 0.45488466757123475 0.45848997493734339 5.745000000000001 0.50155279503105599 0.59532897128316986 1.0000000180025095e-35 0.24165739710789766 3.5000000000000004 0.67403517342452379 0.8185736677115989 0.33460559796437661 0.62453007518796999 1.5000000000000002 4.7650000000000006 5.0050000000000008 0.32444286391654814 4.7750000000000012 0.66349106014087067 4.9850000000000012 0.26944684528954194 0.59943502824858774 0.26344707923655292 0.95260557053009898 0.94754041967664271 decision_type=10 10 10 10 2 2 2 2 8 2 2 2 2 8 2 2 2 2 10 10 10 2 10 2 10 2 2 2 2 2 left_child=11 2 3 -2 -4 6 -6 8 -8 -5 -11 12 -1 14 16 -16 18 -18 -14 -12 21 24 -23 26 -21 -26 -24 28 29 -3 right_child=1 27 4 9 5 -7 7 -9 -10 10 19 -13 13 -15 15 -17 17 -19 -20 20 -22 22 23 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.00040678814536879089 0.00010762858958892698 0.00022343465959571575 -0.00079777360738523661 -0.00033537638954228804 -0.0055241649069768493 0.0048327770460160095 0.028940721224695015 0.0010090402660928861 0.00014784149166753384 -0.0042983156767457797 -0.0026674743413646431 0.0029259685978549107 0.011303632776794161 -0.0044976023341401867 -0.0021290278935978653 0.0034764222805290543 0.0028687048516263603 -0.0033503543562655174 -0.0027224892384105715 -0.00092283891898481396 -0.0013010186670588378 0.018653972066444841 0.019628481881629217 0.0075103413640920606 0.0051335853425913524 -0.011188378640949254 -0.00048365007780423616 -0.0020442968356629756 -0.0033649165912840694 0.011129987595972493 leaf_weight=377.59335757698864 5897.4545881201047 549.33759588666726 728.2326801297022 2657.3540722230682 66.222541762283072 108.12517808959819 6.1022741801571074 1583.1866731558694 3.1996545223519215 390.70639209169894 349.66063264792319 829.47254055226222 51.435488392598927 34.009225043468177 183.6248894315213 146.49096867302433 612.86109837982804 57.973505183123052 10.847587444819508 368.15698283107486 1094.8939003446139 9.4289429150521737 3.7086392735363907 55.577905000769533 75.401274220668711 6.4312612999929106 93.199473844259046 944.35831859998871 121.00117584096733 14.122702268999999 leaf_count=11595 170185 47521 34430 147460 6959 4284 136 105282 498 40783 21847 39037 1136 863 4490 5523 26114 1166 265 20915 95985 301 142 2781 4009 723 7752 101569 6903 526 internal_value=0 -0.000291164 -0.00017384 -0.000335999 0.0005412 0.00109308 0.000849305 0.00111434 0.0190366 -0.000848541 -0.00140578 0.00188974 0.00130694 0.00189668 0.00210122 0.000358426 0.00288598 0.00233125 0.00886076 -0.000856229 -0.00048517 0.000974644 0.00383544 0.00291914 -5.47259e-05 0.00385083 0.000286034 -0.00126336 -0.000185887 0.000496799 internal_weight=0 15125.9 13497 11002 2495.07 1766.84 1658.71 1592.49 9.30193 5104.52 2447.17 2304.31 1474.84 1097.24 1063.23 330.116 733.118 670.835 62.2831 2056.46 1706.8 611.904 161.915 152.486 449.99 81.8325 96.9081 1628.82 684.461 563.46 internal_count=911180 820991 664472 512883 151589 117159 112875 105916 634 342698 195238 90189 51152 39557 38694 10013 28681 27280 1401 154455 132608 36623 10976 10675 25647 4732 7894 156519 54950 48047 is_linear=0 shrinkage=0.01 Tree=575 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 9 9 10 9 9 5 9 5 0 5 5 5 5 3 9 5 10 9 9 9 9 5 9 5 5 split_gain=1765.41 1267.33 116.832 81.5548 55.486 59.7041 45.9947 37.8223 32.8088 25.3688 20.9256 19.5812 21.9497 17.3994 28.8259 16.2968 14.2931 17.4654 14.2368 17.8504 15.9593 13.9637 13.8743 15.5544 21.5341 12.5213 12.5207 24.1158 39.1808 21.0087 threshold=0.99989646673202526 6.4727209974080338e-05 0.011652591172605703 4.0456557144352709e-06 0.97252115607261669 3.3950000000000005 3.7350000000000008 0.99998754262924205 8.8450000000000006 6.0750000000000011 1.0000000180025095e-35 5.285000000000001 32.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 152.50000000000003 90.500000000000014 96.500000000000014 29.500000000000004 5.2350000000000012 44.500000000000007 6.6807518805944721e-07 8.0200000000000014 4.1150000000000011 4.7750000000000012 3.1750000000000003 1051.5000000000002 5.3350000000000009 2748.0000000000005 1209.5000000000002 decision_type=2 2 2 2 2 10 8 2 8 10 2 10 2 2 2 2 2 2 10 8 2 2 10 10 10 10 2 10 2 2 left_child=1 3 6 21 5 15 -3 -2 -6 26 -8 18 -13 -7 22 -4 -11 -18 19 -12 -20 -1 23 -15 -25 -17 -5 29 -29 -28 right_child=7 2 4 9 8 13 10 -9 -10 16 11 12 -14 14 -16 25 17 -19 20 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31 leaf_value=-0.0094854264429336532 0.0056638639011362835 -0.0032358908442159042 -0.0010660223066229469 -0.0057720446907555747 0.0019231849103604488 0.0012771717601042412 -0.0018473991890556923 0.0097652525481090203 0.0067635689521144526 -0.0019979053089167315 -0.0040034582691375236 2.1863344587580045e-05 0.004260428153142615 0.0014784918374926874 0.0015976166063725184 0.0040170648174407625 0.043578062861278383 0.005230808383732727 0.0010950768634153372 0.0019339695631193114 -0.0026713155362851331 -0.0075453243519459689 0.0093844173483852086 -0.0063284814536949952 -0.001379406209754043 -0.0043971634469365537 0.073027502771891184 0.023666670806136287 0.23691030404200919 -0.01009330383187905 leaf_weight=1097.7325445677852 261.50906651839614 1008.803895380348 2438.4007283635437 820.7850104077952 1548.9157173028216 4171.0089054759592 913.13885841658339 1603.8042339487001 153.95130618475378 84.873369210865349 220.66251010051928 319.65648277010769 197.76679754303768 127.84564661234617 563.28071672469378 105.6964772939682 1.2949734521098424 14.338382830843328 420.91658673412167 65.714241778012365 153.54165520239621 560.35022196848877 11.582103617489336 110.85794810205698 424.8684995919466 21.239585969597101 0.36100201820954669 0.29662524326704431 0.12143798288889229 1.928249900229275 leaf_count=342156 9783 23635 15004 112970 16113 32165 24716 115548 7040 9338 15193 11616 9525 696 3459 555 88 1728 16476 1398 11054 126927 75 684 2590 150 72 74 17 335 internal_value=0 -0.00110488 0.00016811 -0.00750307 0.00072218 0.000372285 -0.00145667 0.00919026 0.00236079 -0.00512236 -0.000673353 0.00010449 0.00164191 0.000968137 -7.26821e-05 -0.00088417 -0.000379429 0.00840726 -0.000819607 -0.00264101 8.83925e-05 -0.00882977 -0.00146621 -0.0016556 -0.00240352 0.00260915 -0.00570123 0.0157687 0.0856092 0.00301438 internal_weight=0 15559.9 12977.8 2582.08 9677.65 7974.78 3300.2 1865.31 1702.87 923.999 2291.4 1378.26 517.423 5409.44 1238.43 2565.34 100.507 15.6334 860.835 286.377 574.458 1658.08 675.154 663.572 535.726 126.936 823.492 2.70732 0.418063 2.28925 internal_count=911180 785849 192144 593705 78531 55378 113613 125331 23153 124622 89978 65262 21141 39669 7504 15709 11154 1816 44121 16591 27530 469083 4045 3970 3274 705 113468 498 91 407 is_linear=0 shrinkage=0.01 Tree=576 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 10 9 9 10 5 9 3 5 9 5 5 5 1 9 10 5 1 5 10 9 9 9 9 split_gain=1744.28 1252.48 114.779 81.6741 50.0523 43.5276 40.8828 38.0011 28.9568 25.1359 21.8965 17.6371 15.6439 22.7546 18.2879 15.4827 19.9529 14.8559 14.4304 14.0863 15.5357 14.0472 13.9262 37.7643 23.8525 13.4065 12.8788 12.4535 12.4369 22.2954 threshold=0.99989646673202526 6.4727209974080338e-05 0.068259380757808671 4.0456557144352709e-06 3.7350000000000008 0.98755538463592529 4.8650000000000011 0.99998754262924205 3.0050000000000003 6.0750000000000011 0.00048551171494175006 1.0000000180025095e-35 5.2750000000000012 29.500000000000004 44.500000000000007 5.0750000000000011 313.50000000000006 519.50000000000011 44.500000000000007 0.76506899055918665 8.8450000000000006 6.6807518805944721e-07 90.500000000000014 0.65419580419580436 103.50000000000001 0.011652591172605703 4.9750000000000005 2.7650000000000001 4.7950000000000008 3.9350000000000005 decision_type=2 2 2 2 10 2 10 2 10 10 2 2 10 8 2 10 2 2 2 2 8 2 2 2 2 2 10 10 10 10 left_child=1 3 4 21 10 6 -4 27 -7 -5 -3 -6 13 25 19 26 -17 -12 -15 -14 -21 -1 -11 -24 -25 -13 28 -2 29 -10 right_child=7 2 5 9 11 8 -8 -9 15 22 17 12 14 18 -16 16 -18 -19 -20 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0094796279241080722 0.0086408280234705655 -0.0040844135573981227 -0.00014542511675174434 -0.0056757549945519181 -0.0011818206630034489 0.0053963755472694443 0.0014444922156716716 0.0097587793336753187 0.0023662190812505338 -0.001981802257794955 -0.0016574099117629543 -0.0038231248111341761 0.0010341709092739012 0.001649625976017478 0.0037204466409992876 0.0030830824882791849 -0.0073804325412495531 0.012783598702691657 -0.001716305953927251 -0.006121910100394045 0.010147363475330311 -0.0075258436076868218 0.0027574990268944095 0.093923287143329925 0.019734690078841523 0.00014655301155537577 -0.0055650103749678393 0.0040430744179934591 0.0043204609068271038 -0.0033810834275478209 leaf_weight=1087.4713840025943 90.141418579500169 436.58302221260965 3461.2196359913796 818.9479365828447 966.27000434137881 288.2679679216817 3035.8508589863777 1588.8941084183753 151.01654861494899 84.708208395633847 1916.340090832673 228.56126168509945 506.43630414549261 486.88597257225774 257.75984783889726 611.77276790328324 18.78385641425848 7.1502442797645918 172.49587298999541 50.149133360479027 6.647432141005992 556.20350150635932 13.994006132474167 0.76396313915029068 1.0014718640595672 135.51863718405366 34.898760549724102 170.0392637392506 78.203651823103428 122.04683212190866 leaf_count=342156 5905 13853 21969 113468 26744 10412 17219 115548 1680 9338 19336 15877 14307 17880 9656 6305 95 134 11610 973 62 126927 1726 22 68 2503 215 3878 520 794 internal_value=0 -0.00109558 0.000166487 -0.0074834 -0.000988931 0.000932238 0.000597487 0.00917867 0.00259884 -0.00509663 -0.00206262 -8.73876e-05 0.000485962 -0.000338883 0.00151423 0.00180567 0.00277138 -0.00160373 0.00076909 0.000504564 -0.00421777 -0.00881849 -0.00037593 0.00825576 0.0518386 -0.00234552 0.000228792 0.005636 0.000804412 -0.000202562 internal_weight=0 15535.9 12972.9 2563.09 5170.8 7802.06 6497.07 1849.07 1304.99 919.416 2360.07 2810.72 1844.45 1023.46 820.993 1016.72 630.557 1923.49 659.382 563.233 56.7966 1643.67 100.468 15.7594 1.76544 364.08 386.166 260.181 351.267 273.063 internal_count=911180 785849 192144 593705 132935 59209 39188 125331 20021 124622 33323 99612 72868 47870 24998 9609 6400 19470 29490 15342 1035 469083 11154 1816 90 18380 3209 9783 2994 2474 is_linear=0 shrinkage=0.01 Tree=577 num_leaves=31 num_cat=0 split_feature=9 4 9 9 2 3 1 2 2 9 2 1 3 9 9 9 1 9 2 9 1 0 2 3 1 2 2 9 9 1 split_gain=90.8015 16.8907 15.2012 23.8154 18.1374 17.8001 15.6722 27.4132 29.5344 16.6395 14.2966 38.1948 16.0478 25.0854 14.5028 23.4588 19.9709 19.2289 15.641 14.7452 15.4635 13.4652 14.5387 14.4203 13.3589 14.5514 16.0119 15.1311 13.2581 33.87 threshold=1.3750000000000002 2.5000000000000004 5.4850000000000012 4.3750000000000009 0.37341365461847392 19.500000000000004 0.58374587458745886 0.45488466757123475 0.45848997493734339 5.745000000000001 0.50155279503105599 0.41476388168137007 28.500000000000004 5.1950000000000012 4.7650000000000006 5.0050000000000008 0.32444286391654814 4.7750000000000012 0.66349106014087067 4.9850000000000012 0.26944684528954194 1.0000000180025095e-35 0.24165739710789766 28.500000000000004 0.26344707923655292 0.95260557053009898 0.94754041967664271 5.7250000000000005 5.535000000000001 0.61922530206112303 decision_type=10 10 10 10 2 10 2 2 2 8 2 2 10 10 10 10 2 10 2 10 2 2 2 8 2 2 2 10 10 2 left_child=21 2 3 -2 5 -4 7 -6 9 -9 12 14 13 -5 -12 16 19 -18 -19 -16 -21 22 -1 -24 25 26 -3 -28 29 -8 right_child=1 24 4 10 6 -7 28 8 -10 -11 11 -13 -14 -15 15 -17 17 18 -20 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.00041916390091739349 0.00010528213242586735 0.0002226615677103953 -0.0032746403038242506 -0.003195955085907178 -0.0054824663796815675 0.00019561697377076315 0.00799271655481891 0.028473273540215775 0.0010016960300864367 0.00024810679734805835 -0.0027143768882999558 -0.0044574902975946414 9.6988776142493795e-05 0.0011985709433137651 -0.00090987049129114038 -0.0013654656216979197 0.017593719237623914 0.00091816914704214835 0.0074389859561652654 0.0050793533501448055 -0.011177608755213283 0.0028772966005679392 0.0042868427359407735 0.0013170672455605746 -0.0020228417245484911 -0.0033363662168416392 0.015421512811110177 -0.013284876396760443 0.0036002114129203696 0.058079036842410357 leaf_weight=375.19627786707133 5867.2815800360404 546.56882630125619 206.74949707731139 400.51611883123405 65.759829725138843 518.47683993238024 9.369165771408003 6.1389632988721106 1578.5677545571234 3.1657252768054613 354.93897475057747 346.53039306169376 2054.7413460869575 192.24653042620048 366.81847219634801 1112.1020070954692 9.7305312060052511 108.65025207202416 55.611979040433653 74.630892116460018 6.3487149639986447 822.77072514547035 200.35529277054593 888.94672005623579 938.88917103363201 120.47533199586906 11.946930039906873 2.1696323523065066 96.923650800716132 1.5774486637674279 leaf_count=11595 170185 47521 13484 31298 6959 20946 607 136 105282 498 22532 36378 102377 13785 20915 98723 315 8862 2781 4009 723 39037 8354 31203 101569 6903 229 297 3593 84 internal_value=0 -0.000284795 -0.000168498 -0.000328783 0.000537309 -0.000793693 0.00108529 0.000844384 0.0011064 0.0188703 -0.000829836 -0.0013828 -0.000321179 -0.00177071 -0.000872721 -0.000495722 0.00105986 0.00393495 0.00312583 -5.72671e-05 0.00380482 0.00185364 0.00127854 0.0018633 -0.00124938 -0.000183266 0.000494246 0.0110095 0.0047784 0.0152103 internal_weight=0 15056.9 13436.9 10950.1 2486.73 725.226 1761.5 1653.63 1587.87 9.30469 5082.87 2435.36 2647.5 592.763 2088.83 1733.89 621.791 173.993 164.262 447.798 80.9796 2287.27 1464.5 1089.3 1620.05 681.161 560.685 14.1166 107.87 10.9466 internal_count=911180 820991 664472 512883 151589 34430 117159 112875 105916 634 342698 195238 147460 45083 158860 136328 37605 11958 11643 25647 4732 90189 51152 39557 156519 54950 48047 526 4284 691 is_linear=0 shrinkage=0.01 Tree=578 num_leaves=31 num_cat=0 split_feature=9 4 9 5 5 9 9 1 5 9 5 5 0 5 9 1 5 1 5 9 4 9 1 1 1 1 1 9 0 1 split_gain=89.0424 16.5686 15.0266 26.2742 17.6568 37.4501 26.4795 24.7444 18.3675 16.4986 17.3302 16.0978 13.2337 13.5176 13.1407 14.9503 13.6356 11.7838 11.4359 45.0296 11.3971 21.5824 11.1765 16.1393 26.8029 20.9029 38.2244 28.0729 19.3665 33.7852 threshold=1.3750000000000002 2.5000000000000004 6.4750000000000005 22.500000000000004 24.500000000000004 3.8050000000000002 5.9350000000000014 0.73701079622132271 212.50000000000003 9.7700000000000014 408.50000000000006 81.500000000000014 1.0000000180025095e-35 190.50000000000003 5.2550000000000008 0.61572802197802212 488.50000000000006 0.71068484464172488 336.50000000000006 5.3650000000000011 8.5000000000000018 4.9150000000000009 0.82683658170914553 0.51869322152341024 0.48581488933601619 0.39938650306748474 0.39593646864686471 5.4650000000000007 1.0000000180025095e-35 0.012270400481782552 decision_type=10 10 10 2 2 10 10 2 2 10 2 2 2 2 10 2 2 2 2 10 10 10 2 2 2 2 2 10 2 2 left_child=12 2 4 -4 22 8 -7 17 -6 10 -5 -11 13 -1 15 20 18 -8 -16 -20 -3 -22 23 24 25 26 28 -27 29 -2 right_child=1 14 3 9 5 6 7 -9 -10 11 -12 -13 -14 -15 16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=0.0011240476749912601 0.0016700338997454372 -0.0020172696515179498 -0.00055468506156106361 0.0036525376482591061 -0.00015594557617578934 -0.002313894077883532 0.0025667581685778402 -0.011034599469493625 0.00311710195187997 -0.0086109551381932034 -0.0063788872319415369 0.010987469609031011 0.0028516943877221362 0.0077654045345323924 -0.00047070450006545927 -0.005197837302993594 -0.0099334514130687019 0.032678386125810067 0.025817674874768114 -0.0057811572707060785 -0.0010554372541746134 0.013150430447533331 0.0010445139749744349 -0.0009832784825722612 0.0012755313882288253 -0.002620777580305145 0.017967007403117512 0.0030473927931136194 -0.00089922437744325635 -0.00045982219128600351 leaf_weight=1432.7859988277778 1264.9256573431194 492.02905962232035 496.01951359445229 414.88438284024596 817.60752013069578 1518.2331557907164 165.71115288091823 14.006659697275607 216.94780904380605 21.732918256428096 17.967610958497971 5.1923653818666926 821.86049404740334 31.316772853489965 899.22735786193516 140.43480179912876 14.965150925680062 1.3098983177915204 7.7657790168887031 10.756159740849396 39.108104018145241 14.719959966372697 837.18257623817772 1893.3782811856363 1435.9541746978648 629.02371592749842 11.787483402062206 101.47353060427122 1760.2372633619234 1811.1898019474465 leaf_count=50373 20505 47185 40907 18376 25656 180319 11187 961 7283 9081 1723 128 39037 779 89038 12274 2357 117 335 3445 1555 330 22867 89334 46003 32858 282 5091 51591 100203 internal_value=0 -0.000282014 -0.000166846 0.00104158 -0.000259403 -0.000969596 -0.00188284 0.00173226 0.000530417 0.00276368 0.00323613 -0.00483153 0.00183616 0.0012661 -0.00123769 -0.00228797 -0.000464895 0.00280292 -0.000310498 0.00746743 -0.00153934 0.00282934 -6.0172e-05 -0.000163992 5.715e-05 -0.000256464 -1.88565e-05 -0.00183341 -6.26929e-05 0.000415993 internal_weight=0 15053.8 13434.8 955.797 12479 2733.82 1699.26 181.028 1034.56 459.777 432.852 26.9253 2285.96 1464.1 1619.01 686.292 932.714 167.021 917.749 18.5219 545.857 53.8281 9745.15 8907.97 7014.59 5578.64 4848.14 730.497 4836.35 3076.12 internal_count=911180 820991 664472 70215 594257 225523 192584 12265 32939 29308 20099 9209 90189 51152 156519 61344 95175 11304 92818 3780 49070 1885 368734 345867 256533 210530 172581 37949 172299 120708 is_linear=0 shrinkage=0.01 Tree=579 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 10 5 1 1 1 5 1 3 5 10 1 1 10 3 5 1 1 3 5 10 1 1 split_gain=1721.07 1236.12 116.258 77.3146 53.605 38.1822 21.309 17.0279 14.138 11.5823 15.0969 10.0087 23.2794 19.6076 17.2998 10.4301 9.27827 13.127 9.20325 16.3581 9.05788 8.38786 7.79886 12.8668 11.5931 8.49301 14.8016 7.59076 7.25047 6.9789 threshold=0.99989646673202526 5.9116524425917312e-05 0.011652591172605703 4.0456557144352709e-06 0.97252115607261669 0.99998754262924205 0.0006371206545736001 9.5000000000000018 6.6807518805944721e-07 309.50000000000006 0.34556677890011228 0.68772163120567387 0.68438714235252573 1.0000000180025095e-35 0.82683658170914553 26.500000000000004 1051.5000000000002 2.9517374969145752e-05 0.59921259842519692 0.24494897959183673 0.99894970655441295 42.000000000000007 1.5000000000000002 0.15434243176178658 0.9005813953488373 1.5000000000000002 57.500000000000007 0.65440738201141369 0.85307609282245023 0.33460559796437661 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 10 2 2 2 10 2 2 2 2 left_child=1 3 6 8 7 9 22 11 -1 -2 -11 12 -4 -14 -13 -16 -5 -18 19 -19 -6 29 24 -24 -3 26 -25 -17 -29 -8 right_child=5 2 4 16 20 -7 21 -9 -10 10 -12 14 13 -15 15 27 17 18 -20 -21 -22 -23 23 25 -26 -27 -28 28 -30 -31 leaf_value=-0.0094730916126212934 0.0060352560399386879 -0.003861279425211521 0.00020131210659156998 -0.0051876416864191765 0.0018577757420153752 0.0097519936531885072 -0.00030020312262299425 0.0011002756648043103 -0.0075040364078319466 -0.020312847066534676 0.0047043834892961222 -0.0026721616556937811 0.014607883801278296 -0.007152231424154297 -0.0034316303336192899 -7.2036101712538863e-05 -0.0011709928327555618 0.08348673123541564 0.11132463915075196 -0.010080756690154784 0.0034699090623602565 0.029631315895244113 0.0011603038390488704 -0.010180557070343457 0.0017514602978504442 -0.0025931822691461328 0.081498404788053216 0.011226847961391355 0.0021308150300945699 -0.0014260304026720194 leaf_weight=1075.9295078997966 248.41676515340805 500.42149348882958 4831.151819748804 876.21365068445448 1206.3373160660267 1572.2779948483221 1028.7873463639989 2261.7872374430299 551.58821986452676 3.8955765813589078 6.3346149679273367 340.25625191815197 19.348024677485231 5.2685783077031365 67.448664978146553 311.69760040380061 2.2461337188724424 0.32039554743096221 0.16454705316573381 0.44825757807120681 490.11412886716425 0.90003276616334815 118.54329678812064 0.38231584802269836 39.721372451167554 453.66333814477548 0.32649509655311704 9.4178522899746877 126.06447064131498 1184.6204568645917 leaf_count=342156 9647 22061 31350 120808 13016 115548 21418 18347 126927 30 106 2426 100 46 397 1763 443 27 11 78 10137 5 6873 29 1007 37484 21 45 904 27970 internal_value=0 -0.00108561 0.000154563 -0.00751486 0.000709397 0.00916628 -0.00145771 0.000365927 -0.00880575 0.00560582 -0.00482198 7.50775e-05 0.000250737 0.00995067 -0.000922673 0.000234034 -0.00512577 0.0119264 0.0434506 0.0289207 0.00232353 -0.000890337 -0.00258645 -0.00177368 -0.00344853 -0.00253914 0.0320489 0.00078693 0.00276311 -0.000902748 internal_weight=0 15503.2 12996.3 2506.91 9668.89 1830.92 3327.37 7972.44 1627.52 258.647 10.2302 5710.65 4855.77 24.6166 854.885 514.629 879.393 3.17933 0.9332 0.768653 1696.45 2214.31 1113.06 572.915 540.143 454.372 0.708811 447.18 135.482 2213.41 internal_count=911180 785849 195399 590450 78531 125331 116868 55378 469083 9783 136 37031 31496 146 5535 3109 121367 559 116 105 23153 49393 67475 44407 23068 37534 50 2712 949 49388 is_linear=0 shrinkage=0.01 Tree=580 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 9 9 10 9 9 5 9 5 5 0 5 1 9 5 1 1 9 5 3 9 5 9 9 9 1 split_gain=1700.5 1221.64 114.043 77.4593 52.6727 58.7303 45.2626 38.3396 32.1376 26.5005 20.4497 20.0486 21.195 17.0378 16.8926 28.0826 16.7047 34.7384 50.7207 31.8569 27.909 23.1226 15.7887 13.773 18.1514 15.4421 13.6256 15.3141 21.0502 13.4461 threshold=0.99989646673202526 5.9116524425917312e-05 0.011652591172605703 1.0372787642154437e-06 0.97252115607261669 3.3950000000000005 3.7350000000000008 0.99998754262924205 8.8450000000000006 6.0750000000000011 1.0000000180025095e-35 5.285000000000001 32.500000000000007 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 0.61922530206112303 5.3150000000000004 45.500000000000007 0.84680573663624525 0.69789381307591059 6.3650000000000011 119.50000000000001 29.500000000000004 5.2350000000000012 44.500000000000007 8.0200000000000014 4.1150000000000011 4.7750000000000012 0.52404068423485917 decision_type=2 2 2 2 2 10 8 2 8 10 2 10 2 2 2 2 2 10 2 2 2 10 2 10 8 2 10 10 10 2 left_child=1 3 6 -1 5 22 -3 -2 -6 -5 -8 23 -13 -11 -7 26 -14 18 -18 -20 21 -19 -4 24 -12 -25 27 -16 -29 -17 right_child=7 2 4 9 8 14 10 -9 -10 13 11 12 16 -15 15 29 17 20 19 -21 -22 -23 -24 25 -26 -27 -28 28 -30 -31 leaf_value=-0.0093191712920400009 0.0055787654320633628 -0.0032060924646225893 -0.0010944151558624727 -0.0062974401462008349 0.0018722496685591187 0.0012575157334641718 -0.0018302903340719195 0.0097454762411874878 0.0066987506454090082 -0.0069341099696126323 -0.0040081052456849278 4.7719779006372675e-05 0.0031765032916226473 0.00054829142351574755 0.0014730291940456895 0.0022226499874087101 0.19253473051772266 0.008539910646627796 -0.010179788433000934 0.11134816984449664 -0.0018920370048075149 0.039341339260705606 0.0020478986633922368 0.0010313128701912174 0.0019560830877823647 -0.0026588623770130242 0.0093284162215353898 -0.0062665748239242461 -0.001367590562220282 -0.0021106927537187358 leaf_weight=1202.893485076027 257.31064770929515 1014.0635104407556 2392.5127121191472 1142.0963672355283 1542.2266715411097 4171.469773253426 917.75908109359443 1557.6693858616054 151.5119702341035 43.81615325785242 220.9892761381343 322.78136229841039 179.65564141399227 99.626456756610423 127.81705045700073 479.24231044016778 0.24666490359232074 5.8556226501241344 0.62614560569636524 0.32905718591064215 10.635301577858625 4.174885000102222 171.35134986788034 424.97729850956239 66.348085030214861 154.6720182558056 11.5293817743659 110.54608396813273 424.5650447010994 84.184805041179061 leaf_count=378139 9783 24234 14751 189721 16113 32165 25403 115548 7040 5194 15645 11957 8711 17396 696 2870 21 413 51 20 572 73 958 16923 1435 11410 75 684 2590 589 internal_value=0 -0.00107652 0.000153087 -0.00749526 0.000702447 0.000362231 -0.001445 0.00915476 0.002304 -0.00578861 -0.000671588 9.2744e-05 0.00163639 -0.00173729 0.000953097 -7.27432e-05 0.00418097 0.0124333 0.0646972 0.0316853 0.00939376 0.02136 -0.000884404 -0.000840766 -0.00263093 4.66367e-05 -0.00144938 -0.00163683 -0.00237965 0.00157518 internal_weight=0 15478.5 12990.1 2488.43 9666.96 7973.22 3323.11 1814.98 1693.74 1285.54 2309.05 1391.29 524.305 143.443 5409.35 1237.88 201.523 21.8677 1.20187 0.955203 20.6658 10.0305 2563.86 866.987 287.337 579.649 674.458 662.928 535.111 563.427 internal_count=911180 785849 195399 590450 78531 55378 116868 125331 23153 212311 92634 67231 21818 22590 39669 7504 9861 1150 92 71 1058 486 15709 45413 17080 28333 4045 3970 3274 3459 is_linear=0 shrinkage=0.01 Tree=581 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 9 9 10 9 9 5 5 9 5 3 9 5 10 5 5 1 5 10 10 1 5 9 5 5 10 split_gain=1680.14 1207.3 111.875 77.6841 50.2195 53.0638 46.1203 38.5151 31.8311 23.0104 20.5768 18.4006 15.4354 17.3944 15.3572 17.1356 15.0601 14.283 13.8038 13.5576 35.8527 19.8116 13.4332 13.058 13.2955 12.6031 20.7907 30.4407 19.5999 22.0557 threshold=0.99989646673202526 5.9116524425917312e-05 0.015218299813568552 4.0456557144352709e-06 0.97252115607261669 3.3950000000000005 3.7350000000000008 0.99998754262924205 8.8450000000000006 6.0750000000000011 1.0000000180025095e-35 119.50000000000001 5.2750000000000012 32.500000000000007 29.500000000000004 5.2350000000000012 44.500000000000007 6.6807518805944721e-07 1.0000000180025095e-35 90.500000000000014 0.65419580419580436 103.50000000000001 0.00073490195791230009 0.00032736793218645006 0.53873431533006011 1051.5000000000002 5.3350000000000009 1813.0000000000002 1209.5000000000002 1.7204054529429417e-05 decision_type=2 2 2 2 2 10 8 2 8 10 2 2 10 2 10 8 2 2 2 2 2 2 2 2 2 2 10 2 2 2 left_child=1 3 6 17 5 11 22 -2 -6 25 -8 -4 14 -14 15 -12 23 -1 -7 -11 -21 -22 -3 -16 -25 -5 28 -28 29 -27 right_child=7 2 4 9 8 18 10 -9 -10 19 12 -13 13 -15 16 -17 -18 -19 -20 20 21 -23 -24 24 -26 26 27 -29 -30 -31 leaf_value=-0.0094613580260224373 0.0055509218910831867 -0.0045812571465175776 -0.0010600211867866458 -0.0057192387686148547 0.001855745109871406 0.00029965735212803354 -0.0017264433509926473 0.009738939350292743 0.0066729139351157166 -0.0020886472236499583 -0.0037649913589309627 0.0023893428143076474 4.4065622613313485e-05 0.00360818822400034 -0.0021652151815033612 0.0019531475199437653 -0.0023717081621511009 -0.0074668147930087572 0.0013542598303922799 0.0025407884499307272 0.086025598029874362 0.019817725992996464 -0.0022532443278452463 0.0031168312547412667 -0.0013237725797849388 -0.010068838259019768 -0.010046621472539327 0.15356883649846481 -0.010093088197921441 0.14223624706704505 leaf_weight=1056.0912105772877 256.02179228840396 382.53320560464635 2300.2294945474714 771.24627717153635 1540.3927040575072 2012.1084817945957 986.04192088730633 1543.2002628259361 150.58229092601687 80.900402759900317 237.9348031480331 165.79863020405173 356.4882753463462 222.33320828503929 93.56656040227972 67.21089902985841 163.32321217330173 543.95474092790391 3239.1644918806851 13.445431206142528 0.82568875467404612 0.99853092804551125 704.05313435196877 273.96073255129158 89.436048570089042 0.18383540073409665 0.21270005614496756 0.24433684581890702 1.8462571878917513 0.19693766953423619 leaf_count=342156 9783 14479 14157 109968 16113 12456 26161 115548 7040 9137 16045 908 12610 10380 7297 1266 11523 126927 24653 1685 22 67 10398 6982 2931 36 53 37 327 35 internal_value=0 -0.00106741 0.000151601 -0.00747554 0.000723923 0.00038193 -0.00135378 0.009143 0.00228472 -0.0050707 -0.00060371 -0.00082811 0.000132244 0.00141309 -0.000668877 -0.00250552 0.000234649 -0.00878329 0.000950172 -0.000457434 0.00818493 0.0497851 -0.00307282 0.00116619 0.00202395 -0.00564396 0.0159876 0.077424 0.00337949 0.0687041 internal_weight=0 15455.3 12985.2 2470.15 9408.28 7717.3 3576.88 1799.22 1690.97 870.1 2490.3 2466.03 1504.25 578.821 925.432 305.146 620.287 1600.05 5251.27 96.1701 15.2697 1.82422 1086.59 456.963 363.397 773.93 2.68407 0.457037 2.22703 0.380773 internal_count=911180 785849 195399 590450 75327 52174 120072 125331 23153 121367 95195 15065 69034 22990 46044 17311 28733 469083 37109 10911 1774 89 24877 17210 9913 110456 488 90 398 71 is_linear=0 shrinkage=0.01 Tree=582 num_leaves=31 num_cat=0 split_feature=9 4 9 9 5 2 5 3 9 1 2 1 5 4 1 1 9 9 9 5 9 9 1 5 9 5 2 1 2 2 split_gain=83.4102 16.114 14.7817 21.8455 46.0139 17.842 18.8312 17.5112 16.9202 16.1824 26.2089 29.0669 26.9026 14.8317 22.499 28.7342 25.265 29.3338 14.9636 13.6273 13.8963 13.2707 30.5819 87.2527 14.1026 12.9967 17.8556 12.8139 14.1895 15.6935 threshold=1.3750000000000002 2.5000000000000004 5.4850000000000012 4.3750000000000009 25.500000000000004 0.37341365461847392 446.50000000000006 19.500000000000004 4.7650000000000006 0.58374587458745886 0.45488466757123475 0.53873431533006011 1.0000000180025095e-35 1.5000000000000002 0.82683658170914553 0.86715686274509818 4.8850000000000007 4.8650000000000011 4.7750000000000012 212.50000000000003 4.0850000000000009 5.535000000000001 0.61922530206112303 4.5000000000000009 5.7950000000000008 1.5000000000000002 0.60061349693251542 0.26344707923655292 0.95260557053009898 0.94754041967664271 decision_type=10 10 10 10 2 2 2 10 10 2 2 2 2 10 2 2 10 10 10 2 10 10 2 2 10 2 2 2 2 2 left_child=-1 2 3 19 8 7 9 -4 -5 10 -7 -12 -13 18 -15 16 17 -16 25 -2 -21 22 -11 -24 -23 26 -10 28 29 -3 right_child=1 27 5 4 -6 6 -8 -9 13 21 11 12 -14 14 15 -17 -18 -19 -20 20 -22 24 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0017862695626266628 -9.6790626229981906e-06 0.000229481999301792 -0.0032569760428137794 -0.0017638796980292582 -0.0027525524293562933 -0.005290585427879013 -0.0050619158178917753 0.00019702424255675942 0.00072950557980680703 0.0084236166281757823 0.0011552045175402569 0.030347767546860194 -0.0036908661400737305 -0.0018394263068205352 0.0098085374105345915 -0.00087657852617577681 0.012087926344216167 0.12040539851128333 0.00022636839285775594 0.0030138071980540457 -0.0042666318809050927 -0.0044694453896470384 0.14736135393246622 -0.0024612042112355584 0.0056326115153148126 -0.0038664198997092731 0.022214317309385029 -0.0019813811232608893 -0.0032954262445262271 0.01092961256539033 leaf_weight=2263.5584097714163 5543.779918469023 542.18945626437198 205.19157035462558 687.16892957757227 973.89592431869823 63.463853504159488 48.49324815813452 515.63611991296057 6.6300873011350658 9.1487861683126503 1524.5052111757686 6.490579024422912 3.6152422109153122 648.42672645067796 0.48286113096401351 30.690190896159038 18.262379836989567 0.47645473154261708 2667.9230404442642 250.56510562822223 29.280683295801282 16.778213688405231 0.63264940283261317 1.0080990560818461 78.353089493932202 6.136031870963051 9.2860014864709211 930.05791482771747 119.6995022703195 14.062502823653629 leaf_count=90189 158259 47521 13484 33752 131260 6809 4656 20946 204 603 100775 74 665 50972 42 1363 397 11 124231 9265 2661 1217 36 48 2276 317 149 101569 6903 526 internal_value=0 -0.000273526 -0.000159647 -0.000318373 -0.000799748 0.000538128 0.00108284 -0.000786195 -0.000333097 0.00125772 0.00100683 0.00126726 0.0181708 -4.29268e-05 -0.00134144 0.00512815 0.0147156 0.0647377 0.000294177 9.90047e-05 0.00225204 0.00504297 0.0155533 0.0553083 0.00385092 0.00849779 0.0132645 -0.00121988 -0.000172114 0.00049999 internal_weight=0 14952.3 13346.3 10873 5049.38 2473.32 1752.49 720.828 4075.48 1704 1598.07 1534.61 10.1058 3388.31 698.339 49.9119 19.2217 0.959316 2689.98 5823.63 279.846 105.921 10.7895 1.64075 95.1313 22.0521 15.9161 1606.01 675.951 556.252 internal_count=911180 820991 664472 512883 342698 151589 117159 34430 211438 112503 108323 101514 739 177686 52785 1813 450 53 124901 170185 11926 4180 687 84 3493 670 353 156519 54950 48047 is_linear=0 shrinkage=0.01 Tree=583 num_leaves=31 num_cat=0 split_feature=9 4 9 5 5 9 9 2 2 3 5 9 5 5 2 5 4 9 9 9 9 9 2 9 9 9 5 2 2 2 split_gain=81.78 15.8057 14.5827 25.3877 16.9252 34.8183 25.4607 22.0395 21.1395 16.2261 15.8617 15.8326 16.7546 15.6593 14.4394 18.9359 27.9194 16.2903 13.7992 13.0966 15.5609 12.7549 21.7008 17.8649 16.095 12.6405 13.4738 12.1117 15.3107 15.0266 threshold=1.3750000000000002 2.5000000000000004 6.4750000000000005 22.500000000000004 24.500000000000004 3.8050000000000002 5.9350000000000014 0.25108695652173912 0.091229193341869366 29.500000000000004 212.50000000000003 9.7700000000000014 408.50000000000006 81.500000000000014 0.50155279503105599 1.0000000180025095e-35 1.5000000000000002 4.0850000000000009 2.2250000000000005 1.7450000000000003 1.6450000000000002 5.4850000000000012 0.58363746958637475 5.495000000000001 4.955000000000001 5.2550000000000008 488.50000000000006 0.85379556042751448 0.72509541984732839 0.87577160493827166 decision_type=10 10 10 2 2 10 10 2 2 8 2 10 2 2 2 2 10 10 10 10 10 10 2 10 10 10 2 2 2 2 left_child=27 2 4 -4 9 8 -7 -8 -6 -2 -10 12 -5 -13 15 17 18 -11 -17 20 -18 22 24 -23 -16 -3 -27 28 -1 -29 right_child=1 25 3 11 5 6 7 -9 10 14 -12 13 -14 -15 21 16 19 -19 -20 -21 -22 23 -24 -25 -26 26 -28 29 -30 -31 leaf_value=0.0018058584433330415 -0.00059023330219379973 -0.0022434483890420428 -0.00054201805279953635 0.0035980256409073124 -0.0073662755200463448 -0.002258274159976187 -0.0096808901688963875 0.0027889786813483936 0.00010602547475160531 0.0009108342074729375 0.0031863724749712692 -0.008583411874746729 -0.006311886979904399 0.010897832598416837 -0.0017406722397711541 -0.0020712504128376362 -0.0050447333116101006 -0.00094165675585070952 0.002047081649112339 -0.0013128729611391467 -0.037181773706004097 0.016075604309243971 -0.00022021542151753226 0.0012674655975035253 -0.0071418735070195652 -0.00029369079551432221 -0.0099163774729292484 0.010758611066101461 -0.0012869883361676636 0.0029852171049684836 leaf_weight=1892.7664436260238 3565.9946393831633 680.02296089660376 491.59442004351877 413.86962198116817 33.028128399048001 1504.2476824100595 15.506208666833116 164.91132033523172 780.27544287778437 899.45400237571448 212.7462990495842 21.222531579551291 17.7941680890508 5.1218791704159221 199.61625455110334 85.870123790577054 4.7641290910542002 1005.2019651758019 1549.0631102412008 255.73029603413306 2.2035919493064284 8.4303690942469967 1788.7224195573945 242.42896828614175 76.243706596782431 910.22295359999407 14.787597685586659 29.254210800398141 174.8432534695603 165.85661905398592 leaf_count=77468 161752 61344 40907 18376 645 180319 952 11313 25049 19703 7245 9081 1723 128 7229 2936 166 32183 47728 12137 37 367 67997 9689 6810 92818 2357 715 5303 6703 internal_value=0 -0.000270859 -0.000158088 0.00103622 -0.000249591 -0.000948038 -0.00183252 0.00171724 0.00050419 -5.40783e-05 0.000765963 0.0027302 0.00318952 -0.00479587 0.000258444 0.000637561 0.00134457 -6.68371e-05 0.00183078 -0.00168143 -0.0152083 -0.000364121 -0.000622835 0.00176511 -0.00323349 -0.00120842 -0.000447523 0.00176907 0.00154432 0.00415073 internal_weight=0 14949.1 13344 949.603 12394.4 2710.72 1684.67 180.418 1026.05 9683.72 993.022 458.008 431.664 26.3444 6117.73 3802.29 1897.63 1904.66 1634.93 262.698 6.96772 2315.44 2064.58 250.859 275.86 1605.03 925.011 2262.72 2067.61 195.111 internal_count=911180 820991 664472 70215 594257 225523 192584 12265 32939 368734 32294 29308 20099 9209 206982 114890 63004 51886 50664 12340 203 92092 82036 10056 14039 156519 95175 90189 82771 7418 is_linear=0 shrinkage=0.01 Tree=584 num_leaves=31 num_cat=0 split_feature=9 4 9 5 5 9 9 2 2 9 5 5 5 0 2 4 2 2 2 5 5 2 5 9 5 5 2 2 5 5 split_gain=80.1854 15.5038 14.2929 24.8752 16.6051 34.1751 24.9919 21.6071 20.7718 15.5398 16.4275 15.5378 15.4531 12.7486 14.112 13.9737 14.0774 24.6292 24.286 56.9056 26.0216 19.8945 12.5589 12.4159 13.3147 12.405 11.9309 15.0811 17.4233 14.91 threshold=1.3750000000000002 2.5000000000000004 6.4750000000000005 22.500000000000004 24.500000000000004 3.8050000000000002 5.9350000000000014 0.25108695652173912 0.091229193341869366 9.7700000000000014 408.50000000000006 212.50000000000003 81.500000000000014 1.0000000180025095e-35 0.24165739710789766 3.5000000000000004 0.67403517342452379 0.8185736677115989 0.66349106014087067 4.5000000000000009 35.500000000000007 0.62453007518796999 91.500000000000014 5.2550000000000008 488.50000000000006 182.50000000000003 0.95469208211143708 0.94754041967664271 50.500000000000007 336.50000000000006 decision_type=10 10 10 2 2 10 10 2 2 10 2 2 2 2 2 8 2 2 2 2 2 2 2 10 2 2 2 2 2 2 left_child=13 2 4 -4 -2 8 -7 -8 -6 10 -5 -10 -11 14 -1 16 18 -18 21 -20 -21 25 -23 -3 26 -16 27 29 -29 -25 right_child=1 23 3 9 5 6 7 -9 11 12 -12 -13 -14 -15 15 -17 17 -19 19 20 -22 22 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-0.00048936452338405056 -5.354350814620541e-05 -0.0022237394336239646 -0.00053667131876863265 0.0035590876571206338 -0.0073147279394616413 -0.002238951095942856 -0.0095933883158531696 0.0027585046207638281 0.00010496267691971305 -0.0085654602943734531 -0.0062673251564816443 0.0031531838114278129 0.010835732527032153 0.0027555352614884727 0.0025014870448730187 -0.0045860022692384836 -0.0022035989108507509 0.0033372560306451438 -0.0033066699612143142 0.021708221491785543 0.0033475110756165435 -0.0057511124392352984 0.0060254532081177982 -0.00032333315797448617 -0.0098921192614675208 0.011787571317393733 -0.0042226473019642283 0.015782024244386621 -0.013703238486737788 0.0091891242249517845 leaf_weight=371.87841523671523 9683.0988750454271 679.19367330987006 491.52748038130812 414.21183221531101 32.928772656712681 1502.0686494854745 15.491241074400021 165.0650382200256 780.29439148306847 21.055179568938915 17.74174481863156 212.83524748845957 5.0998316379263988 811.75613664695993 585.75766443088651 33.516553153283894 181.37298971461132 143.84686558833346 23.902143596671522 26.810236493125558 10.839775833301244 46.061874344013631 11.271408837288616 808.58796661032829 14.676181262708267 14.747957475483416 71.142499578068964 11.159060723846776 2.4428218930261201 16.820321527542546 leaf_count=11595 368734 61344 40907 18376 645 180319 952 11313 25049 9081 1723 7245 128 39037 25782 863 4490 5523 624 470 307 907 259 83801 2357 332 5211 105 331 3370 internal_value=0 -0.000268222 -0.000156544 0.00102581 -0.000247153 -0.000939273 -0.00181641 0.00169875 0.000499139 0.00270228 0.00315548 0.00075822 -0.00478252 0.00175212 0.00119038 0.00176977 0.0019737 0.000247157 0.00275423 0.0087609 0.016422 0.0021922 -0.0034359 -0.0011971 -0.000443141 0.00272955 -0.000290776 4.26201e-05 0.0104866 -0.000129487 internal_weight=0 14945.4 13341.4 949.636 12391.8 2708.68 1682.62 180.556 1026.06 458.109 431.954 993.13 26.155 2261.76 1450.01 1078.13 1044.61 325.22 719.391 61.5522 37.65 657.839 57.3333 1604.02 924.829 600.506 910.153 839.01 13.6019 825.408 internal_count=911180 820991 664472 70215 594257 225523 192584 12265 32939 29308 20099 32294 9209 90189 51152 39557 38694 10013 28681 1401 777 27280 1166 156519 95175 26114 92818 87607 436 87171 is_linear=0 shrinkage=0.01 Tree=585 num_leaves=31 num_cat=0 split_feature=9 4 9 9 5 9 4 1 1 9 0 0 5 9 5 0 1 5 1 9 5 1 1 5 9 1 5 9 1 4 split_gain=78.6399 15.209 14.0811 20.8743 43.8854 16.6229 14.4294 22.0636 28.1007 23.5902 36.3624 21.5425 25.265 15.2742 15.1721 14.214 18.8035 20.7849 16.539 17.7503 66.3409 44.9124 14.2652 13.8157 13.2666 13.078 12.9001 13.2895 12.5716 12.9652 threshold=1.3750000000000002 2.5000000000000004 5.4850000000000012 4.3750000000000009 25.500000000000004 4.7650000000000006 1.5000000000000002 0.82683658170914553 0.86715686274509818 4.8850000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.785000000000001 2.5000000000000004 1.0000000180025095e-35 0.62532051282051293 446.50000000000006 0.60730974632843793 5.535000000000001 4.5000000000000009 0.62470657276995312 0.91759259259259263 4.5000000000000009 5.7950000000000008 0.39938650306748474 212.50000000000003 4.0850000000000009 0.26344707923655292 7.5000000000000009 decision_type=10 10 10 10 2 10 10 2 2 10 2 2 2 10 2 2 2 2 2 10 2 2 2 2 10 2 2 10 2 10 left_child=-1 2 3 26 5 -5 11 -8 9 10 -9 13 -13 14 25 16 17 18 -4 20 21 -20 -17 -24 -21 -7 -2 -28 -3 -30 right_child=1 28 15 4 -6 6 7 8 -10 -11 -12 12 -14 -15 -16 22 -18 -19 19 24 -22 -23 23 -25 -26 -27 27 -29 29 -31 leaf_value=0.0017358008797461583 -7.9039615548002421e-06 -0.00014777684106616416 0.0013133808511825902 -0.0017448504311003666 -0.002693776071480056 0.017077341274059164 -0.0018140592756680279 0.0072625223039417602 -0.00085848716100605019 0.011978346792819354 0.12907900863791325 -0.0026738210802940096 0.0010249652940791407 0.00074274437986945874 -0.0037525924440356072 -0.0020192507703192444 -0.0011467524723156608 -0.0051895619791693364 0.033727028334722291 -0.0084121618373417337 -0.0052515800601566588 0.17689111033526497 0.0024120715469536135 0.023623027001407438 0.0081012087407485011 0.00020827668421320109 0.002934974305322659 -0.0042010371969352558 -0.0016907975243368773 -0.0075176546253694502 leaf_weight=2260.2107114857063 5543.0489750469569 675.13743835827336 1623.062303865212 686.59686540625989 969.00107376289088 15.776550655951729 647.52040803199634 0.54435487720184283 30.668615583563223 18.259710743092 0.44565357966348529 443.15887447004206 316.60880601359531 1899.6104632788338 8.1939901662990433 324.16908430750482 387.19901970610954 48.076558097731322 0.45094332401640658 5.5963037670589975 1.5721894800662992 0.42626349814236164 42.387909232173115 3.3106468915939322 37.233700302895159 6.4848682635929427 250.78815430728719 29.128628675593063 887.89718797581736 39.902590145356953 leaf_count=90189 158259 54950 103899 33752 131260 261 50972 42 1363 397 11 16765 10332 96724 537 22445 18109 4661 32 523 122 19 1125 42 612 282 9265 2661 96490 5079 internal_value=0 -0.000265601 -0.000155006 -0.000310021 -0.000781007 -0.00032604 -3.84486e-05 -0.00132022 0.00508572 0.014556 0.0620984 0.000293897 -0.00113247 0.000855385 0.00788114 0.000525966 0.000843831 0.00129288 0.00147968 0.00744082 0.0336225 0.103295 -0.00128189 0.00394871 0.00594352 0.0121633 9.78667e-05 0.00219239 -0.00118595 -0.0019414 internal_weight=0 14942.3 13339.3 10865.8 5042.87 4073.87 3387.27 697.439 49.9183 19.2497 0.990008 2689.83 759.768 1930.07 30.4554 2473.48 2103.62 1716.42 1668.34 45.2794 2.4494 0.877207 369.868 45.6986 42.83 22.2614 5822.97 279.917 1602.94 927.8 internal_count=911180 820991 664472 512883 342698 211438 177686 52785 1813 450 53 124901 27097 97804 1080 151589 127977 109868 105207 1308 173 51 23612 1167 1135 543 170185 11926 156519 101569 is_linear=0 shrinkage=0.01 Tree=586 num_leaves=31 num_cat=0 split_feature=4 3 1 5 1 4 5 2 2 5 4 5 5 3 1 3 2 1 2 2 5 1 5 5 2 2 5 5 2 2 split_gain=24.8262 14.4866 11.3794 13.4434 59.4466 11.9234 11.435 13.3287 18.0442 12.3316 11.3079 10.9575 9.18262 14.9032 14.7877 12.6939 12.6752 12.597 11.7059 13.2013 10.8415 10.5051 50.754 17.5607 16.3526 17.3678 13.569 17.6931 9.95544 13.061 threshold=2.5000000000000004 42.000000000000007 0.25092592592592594 212.50000000000003 0.20701970443349751 3.5000000000000004 26.500000000000004 0.95469208211143708 0.94754041967664271 5.5000000000000009 5.5000000000000009 15.500000000000002 53.500000000000007 28.500000000000004 0.90508365508365518 29.500000000000004 0.4817045961624275 0.51363749070171105 0.50155279503105599 0.66349106014087067 77.500000000000014 0.31158186076218869 14.500000000000002 46.500000000000007 0.87439320388349528 0.87577160493827166 11.500000000000002 9.5000000000000018 0.49341991341991348 0.16749174917491746 decision_type=10 10 2 2 2 10 2 2 2 2 10 2 2 10 2 8 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 12 3 6 -5 -4 7 8 10 -9 11 -2 15 14 20 16 -1 -18 28 -20 -14 24 -23 -24 -21 26 27 -26 29 -17 right_child=2 -3 5 4 -6 -7 -8 9 -10 -11 -12 -13 13 -15 -16 18 17 -19 19 21 -22 22 23 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.000739142524205912 -0.0011584388998461216 0.015040276833477265 -0.00050335996956943612 -0.0062017219057769 0.019945216531753088 -0.0027464352637326327 -0.0038460097523409691 -0.0016054462669186436 0.01301163111210768 -0.010476914817561358 0.0030104208446989477 0.0044576525281651092 -0.0017878326828278529 -0.0009884801037877782 -0.017657719283214583 0.001010263993108738 0.00024012291287250708 0.013498867767414519 -0.0010774238332177659 -0.00096968953568967397 0.0013193910401801501 0.00032002526848103389 0.011156975376572604 -0.010488003676520854 0.0055836649605319902 0.00064790127637217297 -0.0044071596374814972 0.021889567055679193 0.0015777852852938907 -0.00018759803825705117 leaf_weight=2211.1199094059411 304.02985462266952 6.5074467919766894 395.89524334075395 18.853420996223576 16.138494472717866 590.37396024540067 88.696044529904611 89.690983064705506 11.660039260284973 18.985093063209206 123.63540154811926 39.223143336363137 135.69564029655885 1646.7549506444484 4.3725067825289434 2227.9738641104195 2786.9209421174601 7.1842576779890797 846.82982024061494 841.02528173243627 651.02083125524223 359.26408601435833 62.159834422403947 3.9887548255501306 24.161035936325788 962.7053080649348 8.0274855573661608 9.1839779065921885 1167.3906863771845 1539.0431427631993 leaf_count=105638 16794 265 43593 3292 854 60521 22132 2307 166 3212 3670 2892 10882 133355 237 61284 148297 722 41989 42525 50871 12080 2276 219 816 27854 335 117 40587 71398 internal_value=0 0.000123094 -0.00115086 -0.000186393 0.00585741 -0.00184605 -0.000499277 6.22351e-06 0.000724177 -0.00315524 0.000417311 -0.000516694 0.000116829 -0.00044656 0.000681518 0.000222018 -0.000173449 0.000274214 0.000467853 -1.18603e-05 0.000783446 0.000385561 0.00180214 0.00985178 5.89488e-05 0.000920546 0.00726478 0.0100747 0.000770916 0.000520868 internal_weight=0 15501.3 1697.18 710.912 34.9919 986.269 675.921 587.225 478.548 108.676 466.888 343.253 15494.8 2437.84 791.089 13057 5005.23 2794.11 8051.75 3117.35 786.716 2270.52 425.413 66.1486 1845.1 1004.08 41.3725 33.345 4934.41 3767.02 internal_count=911180 751747 159433 55319 4146 104114 51173 29041 23522 5519 23356 19686 751482 195345 61990 556137 254657 149019 301480 128211 61753 86222 14575 2495 71647 29122 1268 933 173269 132682 is_linear=0 shrinkage=0.01 Tree=587 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 10 9 9 10 10 9 9 9 9 3 9 9 10 1 9 3 1 9 2 1 2 0 9 split_gain=1655.64 1189.37 110.372 77.8498 48.4909 42.5021 41.6225 38.7023 27.7058 26.1483 18.805 18.6103 15.0884 12.6868 12.5559 12.4918 12.3991 12.3353 21.532 12.2201 11.594 11.5194 22.0595 11.5759 15.3131 14.8375 14.5633 21.5209 12.3934 13.1506 threshold=0.99989646673202526 5.9116524425917312e-05 0.049213243648409809 1.0372787642154437e-06 3.3950000000000005 0.98755538463592529 3.1450000000000005 0.99998754262924205 3.0050000000000003 6.0750000000000011 0.00048551171494175006 0.00025326936156485003 5.0750000000000011 5.3550000000000013 4.9750000000000005 2.7650000000000001 16.500000000000004 4.7950000000000008 3.9350000000000005 6.1143434777477532e-06 0.85791925465838526 4.8650000000000011 28.500000000000004 0.73701079622132271 5.6050000000000013 0.16749174917491746 0.6802061855670104 0.31281565656565663 1.0000000180025095e-35 5.9150000000000009 decision_type=2 2 2 2 10 2 10 2 10 10 2 2 10 10 10 10 8 10 10 2 2 10 10 2 10 2 2 2 2 10 left_child=1 3 4 -1 10 6 16 15 -7 19 20 13 14 -6 17 -2 -4 18 -10 -5 -3 22 -8 26 25 -25 -23 -28 -26 -30 right_child=7 2 5 9 11 8 21 -9 12 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 23 -24 24 28 -27 27 -29 29 -31 leaf_value=-0.0093027442815099958 0.0085847434088616257 -0.0046627863606773078 0.0041788045753778456 -0.0074803440324734726 -0.003663149891979195 0.0052891802537651201 -0.0018603220180261784 0.0097317887171439084 0.0022930762977185731 -0.001702402327281723 -0.0017612937245255575 9.6151924118786859e-05 0.0027046407702455838 0.00031016354689902202 -0.005528788209885175 0.0039173291126934143 -0.00093390589169239013 0.0042697454675255809 -0.003363701547541508 -0.0053667302073835089 0.0019009592800281739 0.0014473333314715228 0.00089736860771638357 0.0030908758758094296 -0.0048193938669771749 -0.0026779307202128466 0.002800755282219662 0.01457902777709085 -0.0097860389620704324 0.0079707598757552105 leaf_weight=1177.7768423693487 87.293940659612417 371.61248339014128 48.8018181566149 467.68526503676549 240.25983641366474 282.59192170295864 355.40041479282081 1525.3831838499755 149.97998204268515 142.83739953418262 1577.1112194117159 2476.8534449059516 626.59775298833847 120.74916655384004 34.921757869422436 167.12253933306783 1692.1935463994741 77.838991902768612 122.04617296904325 658.95272195711732 29.011957420967519 2777.7513574063778 1578.0106591954827 138.62777452543378 96.838367011398077 65.722338285297155 63.724693279713392 20.504641409963369 5.5815728008747127 16.500776089727879 leaf_count=378139 5905 10953 411 99659 27609 10412 2242 115548 1680 22590 14982 69650 6400 9208 215 3878 11650 520 794 90062 551 16511 9309 745 509 423 413 102 28 82 internal_value=0 -0.00105689 0.000149671 -0.00745105 -0.00105072 0.000858633 0.000545058 0.00912955 0.00252096 -0.0057331 -0.00225276 -0.000213013 0.00174749 -0.00233417 0.000188848 0.00551879 -0.000790592 0.000759554 -0.000244871 -0.00624412 -0.00418746 0.000999348 0.000390449 0.00136894 -0.000424779 0.00123553 0.00157155 0.00566804 -0.00327781 0.00348252 internal_weight=0 15416.5 12969.2 2447.25 4815.6 8153.63 6859.66 1779.8 1293.98 1269.48 1977.74 2837.86 1011.38 361.009 384.787 254.416 1741 349.865 272.026 1126.64 400.624 5118.66 1933.41 3185.25 323.271 204.35 2861.98 84.2293 118.921 22.0823 internal_count=911180 785849 195399 590450 132953 62446 42425 125331 20021 212311 26486 106467 9609 36817 3209 9783 12061 2994 2474 189721 11504 30364 11551 18813 1787 1168 17026 515 619 110 is_linear=0 shrinkage=0.01 Tree=588 num_leaves=31 num_cat=0 split_feature=4 3 1 4 2 2 2 1 2 2 2 2 2 2 3 3 2 0 2 3 0 0 3 1 3 4 2 3 3 4 split_gain=24.247 14.339 11.0904 11.7273 10.8566 15.1926 9.02378 31.5846 8.03438 13.4359 9.48514 18.2453 13.1279 26.0679 20.2468 20.2225 21.3622 25.4894 14.6153 11.1711 15.2147 13.6889 8.74538 8.56022 7.96379 10.8248 10.1954 7.50249 12.2665 7.48304 threshold=2.5000000000000004 42.000000000000007 0.25092592592592594 3.5000000000000004 0.95260557053009898 0.94754041967664271 0.68457101658255237 0.31601439496176342 0.96784532671629464 0.92890109890109895 0.87439320388349528 0.87577160493827166 0.50155279503105599 0.4817045961624275 27.500000000000004 27.500000000000004 0.16749174917491746 1.0000000180025095e-35 0.54186137071651097 17.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 19.500000000000004 0.80810147299509005 29.500000000000004 4.5000000000000009 0.67574992574992587 9.5000000000000018 6.5000000000000009 5.5000000000000009 decision_type=10 10 2 10 2 2 2 2 2 2 2 2 2 2 8 8 2 2 2 10 2 2 10 2 10 8 2 10 10 10 left_child=1 8 4 -4 5 29 7 24 9 10 12 -12 13 15 27 -1 17 -17 -16 21 -21 -15 -22 -18 -5 26 -26 28 -14 -2 right_child=2 -3 3 6 -6 -7 -8 -9 -10 -11 11 -13 14 19 18 16 23 -19 -20 20 22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0011681025429274275 -0.00052395248486826072 0.015057810600315033 -0.00049325430126484666 0.010040418569202575 -0.0028611191649524957 0.01067619464075887 -0.0062497390426392262 -0.0024191163084603278 0.00083833852657431377 -0.0021002072839578982 0.005997940106892025 0.00051250075156134857 0.0013712581877669597 0.0064573438407191817 -0.0028737625240729441 0.0018518471795339942 -0.00037800439420004786 -3.3916511708703302e-05 -0.00051239308337043695 9.6975335022689616e-05 -0.007510566540662819 -0.0019643251544073214 0.0020588056357951192 -0.0055698588023559495 0.039794901819716039 -0.0064532442850001341 0.10996158903017283 0.0012881575559351007 -0.0036303830845896335 0.0021297188848099806 leaf_weight=1225.2829691243824 428.64673925365787 6.4249267107807091 394.77774880127981 0.49079533829353628 124.93933181778993 14.005689776269717 64.5285567084793 522.30564779811539 1398.77304778283 286.37645960273221 77.238030036096461 282.09068432205822 109.35275930631906 81.651755505357869 281.80072458402719 1329.9775377451442 2315.2083206503885 1554.6360139721073 3750.6265431907959 782.311646661954 9.6446397930849326 25.275030198507011 975.12242373102345 32.198703186237253 0.41253594611771394 0.20306942402385186 0.41580814879853278 852.92770517698955 88.893943069502711 141.2896888202522 leaf_count=73587 37258 265 43593 91 7106 526 14321 45948 37326 26215 3100 20578 9748 5472 19649 30925 122872 50371 215251 35484 336 1133 32553 1880 40 16 105 57095 7907 10429 internal_value=0 0.000121762 -0.00113911 -0.00182658 -0.000185676 0.000386758 -0.00272122 -0.00228655 0.000115554 4.36507e-05 8.8223e-05 0.0016916 4.52753e-05 0.000289636 -0.000355198 -1.1703e-05 0.000259113 0.000835532 -0.000677414 0.00132797 0.00113805 0.00446666 0.00196508 -0.00044922 0.0431985 0.0589766 0.0750168 0.00088086 -0.000871481 0.000133904 internal_weight=0 15465.8 1692.02 983.134 708.881 583.942 588.356 523.828 15459.4 14060.6 13774.2 359.329 13414.9 8331.31 5083.6 6457.3 5232.02 2884.61 4032.43 1874.01 1767.08 106.927 984.767 2347.41 1.52221 1.03141 0.828344 1051.17 198.247 569.936 internal_count=911180 751747 159433 104114 55319 48213 60521 46200 751482 714156 687941 23678 664263 354613 309650 279635 206048 81296 234900 74978 68373 6605 32889 124752 252 161 145 74750 17655 47687 is_linear=0 shrinkage=0.01 Tree=589 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 9 9 10 9 9 0 9 9 1 1 1 4 9 10 9 9 9 9 9 9 9 10 9 9 9 split_gain=1635.55 1174.77 108.359 78.0518 53.3258 57.5079 40.0108 38.8523 29.4105 26.0175 22.1252 16.7585 16.6645 15.8517 18.4919 16.4772 15.6131 15.7837 15.2286 14.221 13.0402 19.478 21.2013 21.6611 12.4572 12.2413 12.2071 12.2056 37.8054 21.3523 threshold=0.99989646673202526 5.9116524425917312e-05 0.0070173616986721008 1.0372787642154437e-06 0.94052824378013633 3.3950000000000005 3.7050000000000005 0.99998754262924205 8.2700000000000014 6.0750000000000011 1.0000000180025095e-35 5.4750000000000005 8.2000000000000011 0.52193151212004629 0.49184758529020828 0.44405320813771521 1.5000000000000002 8.1200000000000028 0.00032736793218645006 4.1150000000000011 5.0750000000000011 3.9350000000000005 4.0550000000000006 4.0250000000000012 2.7650000000000001 8.3400000000000016 6.1143434777477532e-06 2.5450000000000004 2.5750000000000006 2.4350000000000005 decision_type=2 2 2 2 2 10 8 2 8 10 2 10 10 2 2 2 10 10 2 10 10 10 10 8 10 10 2 8 8 10 left_child=1 3 6 -1 5 27 -3 24 12 26 16 18 20 14 15 19 -7 -18 -8 -12 21 -6 23 -23 -2 -19 -5 29 -29 -4 right_child=7 2 4 9 8 10 11 -9 -10 -11 13 -13 -14 -15 -16 -17 17 25 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0092951340436156944 0.0085695404595406231 -0.0033740852988022496 -0.0014622760251867149 -0.0074600025209818604 0.0022324317381874213 0.001605523385547079 -0.0030300741912016311 0.0097251737950660253 0.0056541191345377273 -0.0016825640606262979 0.0025150636482302452 0.00085995335956480306 -0.0073665717806545451 -0.0030024839301464089 0.0027530935932955536 -0.0098564696584085044 0.00054338037083608189 -0.0078855971588900863 -0.0007216160984048444 -0.00094222153018735922 0.002594634190801436 -0.003494495852555431 5.8049014060623406e-05 -0.0218146818130549 0.0038930259643983074 0.00035205557943324009 -0.0053405114650102725 0.0061437688316658846 -0.0008694640987091174 -0.0069602869639456815 leaf_weight=1166.5768930653576 86.556602725293487 862.89301183819771 507.66816521808505 464.17405592754949 552.67175962310284 2869.8352918531746 382.55162463942543 1510.9460406978615 201.88690933585167 142.50416622380726 145.27915825694799 467.92010030662641 20.300188597291708 187.87437552958727 216.63234949856997 18.521563706919551 1154.2907729325816 40.836557153612375 1129.5646314853802 657.12769795954227 934.28217491321266 25.568518467247486 435.25088549405336 8.6329654157161695 166.58716275915504 32.313890598714352 655.45168935041875 80.019301991909742 1948.6920013912022 82.054143130779266 leaf_count=378139 5905 22454 2745 99659 7849 22105 33521 115548 8088 22590 850 16645 431 1373 1280 157 12656 213 37548 4335 7518 174 2402 53 3878 184 90062 473 11911 434 internal_value=0 -0.00104788 0.00014797 -0.00743048 0.00063257 0.000252354 -0.00157702 0.00911773 0.00201849 -0.00570699 0.00084922 -0.000793865 0.00164717 -0.000329688 0.000154283 -0.000531509 0.00120181 0.000257914 -0.00130563 -0.000316265 0.0017407 0.000960151 -0.000537666 -0.00811878 0.00549205 -0.00424665 -0.00621921 -0.000960944 -0.000592838 -0.00222727 internal_weight=0 15391.4 12962.7 2428.71 10119.7 7941.15 2842.93 1764.09 2178.59 1262.13 5322.71 1980.04 1976.71 1225.44 1037.56 820.928 4097.28 1227.44 1512.12 802.407 1956.41 1022.12 469.452 34.2015 253.144 73.1504 1119.63 2618.43 2028.71 589.722 internal_count=911180 785849 195399 590450 85231 58716 110168 125331 26515 212311 43153 87714 18427 7995 6622 5342 35158 13053 71069 5185 17996 10478 2629 227 9783 397 189721 15563 12384 3179 is_linear=0 shrinkage=0.01 Tree=590 num_leaves=31 num_cat=0 split_feature=9 0 5 5 9 9 9 5 9 5 9 1 9 5 1 9 9 9 1 9 1 5 1 5 1 1 1 1 9 5 split_gain=74.688 12.2471 13.4359 11.9145 17.3261 15.2466 18.619 24.6582 17.6713 16.2046 20.0806 15.5898 18.1686 16.5107 13.8221 13.1846 46.9589 13.3128 12.8382 14.9003 27.5493 16.4292 22.5188 26.6385 13.9616 12.4921 23.4408 12.9219 12.7268 12.1763 threshold=1.3750000000000002 1.0000000180025095e-35 190.50000000000003 414.50000000000006 4.5750000000000011 5.5050000000000008 4.3750000000000009 25.500000000000004 4.7650000000000006 212.50000000000003 4.0850000000000009 0.71068484464172488 5.4450000000000012 340.50000000000006 0.71483516483516496 5.3650000000000011 5.3550000000000013 4.9650000000000007 0.63673020527859248 5.535000000000001 0.58374587458745886 9.5000000000000018 0.62470657276995312 4.5000000000000009 0.65017482517482528 0.98936170212765973 0.51630627437079057 0.48581488933601619 4.3550000000000013 101.50000000000001 decision_type=10 2 2 2 8 10 10 2 8 2 10 2 8 2 2 10 8 10 2 10 2 2 2 2 2 2 2 2 10 2 left_child=1 2 -1 5 -5 6 9 8 -8 25 -11 13 -13 -9 -14 16 17 -15 19 20 -7 22 -22 -24 -20 26 27 -2 -29 -27 right_child=3 -3 -4 4 -6 18 7 11 -10 10 -12 12 14 15 -16 -17 -18 -19 24 -21 21 -23 23 -25 -26 29 -28 28 -30 -31 leaf_value=0.0010025913484404182 -0.00017086730602133691 0.0026862540707256349 0.007666328764196562 0.0011970204495490087 -0.0047518334028438794 0.001911469990407959 -0.0018893474217403932 -0.0027892477495990741 -0.00020922700389645017 0.0036638860108619943 -0.0067614393824315172 0.0011023710367466177 0.052457632926691991 0.0084335791950917536 0.010635674801607179 -0.013927258806723204 0.031973320062810333 -0.0047945425409355105 -0.0082756375232728129 0.00054299618063088245 0.01814379665052292 0.0089795560714449468 0.10281182491261341 0.016289643494356985 -0.00065233151974890085 0.0017577902565328704 -0.0014397751823440111 0.0010746364865557188 0.016816855596044095 -0.025574819344188003 leaf_weight=1408.3395631946623 3211.5754944377113 804.56365730427206 30.921767586376518 76.502419772325084 135.9860257813707 79.383650502888486 749.34871470974758 939.19899772352073 3803.6827665119199 196.21041621058248 20.396044266177341 71.344220705912448 1.1630581858335056 13.071582676027903 2.4653702737996355 3.8400401400867841 5.687070862739346 18.202255999203771 25.228617808432318 2441.1167797173839 4.6168438114691552 13.10986388067249 0.78306750184856333 0.65222320659086108 503.20424069662113 381.44017440918833 1231.2519610042218 937.17423705081455 5.1638561438303432 1.6368614058010269 leaf_count=50373 93073 39037 779 4073 21385 8033 39297 134973 213462 7368 1928 9012 41 1571 330 860 108 3688 5471 175856 115 342 32 15 21959 8730 42252 26828 163 26 internal_value=0 0.00169813 0.00114576 -0.000259102 -0.00261006 -0.000225029 -0.000390928 -0.000804933 -0.000485745 -2.99129e-06 0.00268222 -0.00218248 0.00221254 -0.00251871 0.0240413 0.00370879 0.00554108 0.000734439 0.000401825 0.000696895 0.00450918 0.0152709 0.0288989 0.0634945 -0.00101629 -0.000103825 -0.000227944 0.000131252 0.0011609 0.001641 internal_weight=0 2243.82 1439.26 14873.4 212.488 14660.9 11592.9 5608 4553.03 5984.85 216.606 1054.97 74.9726 980 3.62843 40.8009 36.9609 31.2738 3068.1 2539.66 98.5456 19.162 6.05213 1.43529 528.433 5768.24 5385.17 4153.91 942.338 383.077 internal_count=911180 90189 51152 820991 25458 795533 583710 403342 252759 180368 9296 150583 9383 141200 371 6227 5367 5259 211823 184393 8537 504 162 47 27430 171072 162316 120064 26991 8756 is_linear=0 shrinkage=0.01 Tree=591 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 2 4 2 2 10 10 0 2 1 1 10 1 1 10 10 2 2 1 2 10 1 2 split_gain=1614.83 1160.31 106.595 78.2424 39.4154 39.017 34.186 14.9082 11.2894 11.1252 8.32648 9.00577 7.0801 6.92098 8.07471 7.82772 6.58276 7.77374 6.57605 5.86006 7.21586 13.3475 11.8726 5.82637 8.88917 16.4926 6.1001 5.23627 5.58486 4.77755 threshold=0.99989646673202526 5.9116524425917312e-05 0.068259380757808671 1.0372787642154437e-06 0.98755538463592529 0.99998754262924205 0.0011766494717448501 9.0361113507242425e-06 0.8185736677115989 3.5000000000000004 0.62871870397643603 0.63053270661966321 0.99999946355819713 0.78322452306747448 1.0000000180025095e-35 0.84654631083202525 0.49844720496894418 0.54182569974554717 0.00012842786236425005 0.84248120300751894 0.85791925465838526 0.0006371206545736001 0.00022280584380490002 0.50155279503105599 0.48846085567193326 0.5100040016006403 0.56012048192771091 0.99894970655441295 0.58847248576850109 0.92890109890109895 decision_type=2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 6 -1 13 -2 8 29 18 27 23 -12 -7 14 -4 -15 -11 -18 -3 -20 21 22 -21 24 -8 -26 -25 28 -6 -5 right_child=5 2 4 7 9 12 10 -9 -10 16 11 -13 -14 15 -16 -17 17 -19 19 20 -22 -23 -24 26 25 -27 -28 -29 -30 -31 leaf_value=-0.0092873782305173073 0.0054633671222831751 -0.004076778160084716 0.00061083134676017921 -0.0070030986255040749 0.0017060316397220093 0.0082205913066722754 -0.00092926509504407176 -0.0045638522368121274 -0.00021152101978678169 0.001477131885069614 0.015891674413724747 0.00013492184263596996 0.010034311410541626 0.00079704445586811963 -0.00034362865459958093 0.0025575271706396695 -0.016463260636995245 -0.0022174836648308897 -0.0025110331367516818 0.043964785506795681 -0.00032953603037995583 0.058917358922582014 -0.010369405334944353 -0.0035251078499056129 0.00058198406567528044 0.029638768190371027 -0.00099445697356259654 0.0036176893034602269 0.003648290707798818 -0.0038702702959410389 leaf_weight=1155.3500134242931 251.77488573640585 251.62092727818526 3222.8908905368298 589.66707411780953 533.78125281818211 260.63400683086365 1544.0342459501699 612.09357561543584 227.82147092279047 61.415107659064233 3.6372430091723791 1331.556975892745 1235.4231333825737 1745.7984110470861 1222.6053285822272 295.28244002722204 4.2424497241154304 39.450297969393432 896.27813668502495 0.55315316561609496 88.197464459575713 0.57863584998995055 1.4732948313467202 146.48011069465429 412.93133830651641 1.9626936204731453 272.3584253648296 445.21124918852001 204.86695887707174 53.057930761016905 leaf_count=378139 9783 21971 19644 123679 6497 17679 21008 78950 11597 620 79 21134 97869 11245 6456 1843 29 624 44688 42 1998 33 73 3224 4637 41 5665 9458 2793 9682 internal_value=0 -0.00103857 0.000146715 -0.00740966 0.000887048 0.00910541 -0.000964687 -0.00568078 -0.00225738 0.00248423 -0.000454105 0.000177845 0.00971834 0.000569668 0.000348335 0.00105173 -0.000633699 -0.00360071 -0.00263366 -0.00226579 0.000154946 0.0165575 0.00446203 -0.000808966 -0.000580075 0.00071944 -0.0018795 0.00276105 0.00224472 -0.00674448 internal_weight=0 15365.2 12955 2410.17 7775.54 1747.83 5179.48 1254.82 1466.52 1288.97 3712.96 1335.19 1496.06 6486.58 4445.5 2041.08 105.108 43.6927 1238.7 987.081 90.8025 2.60508 2.02645 2377.77 1958.93 414.894 418.839 1183.86 738.648 642.725 internal_count=911180 785849 195399 590450 59209 125331 136190 212311 80402 20021 55788 21213 115548 39188 26100 13088 1273 653 68805 46834 2146 148 115 34575 25686 4678 8889 18748 9290 133361 is_linear=0 shrinkage=0.01 Tree=592 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 9 9 10 9 9 5 9 5 5 5 3 9 5 9 5 4 5 5 9 9 5 9 3 10 5 split_gain=1595.49 1146.55 104.681 78.4313 48.3969 57.3466 43.091 39.1881 30.4402 25.9536 20.059 18.7435 20.3296 16.8699 14.8044 13.1569 17.1428 14.1771 12.4979 17.318 12.4943 22.3799 17.2787 24.4364 22.9636 22.8646 13.8235 12.3078 12.1802 14.7736 threshold=0.99989646673202526 5.9116524425917312e-05 0.011652591172605703 1.0372787642154437e-06 0.97252115607261669 3.3950000000000005 3.7350000000000008 0.99998754262924205 8.8450000000000006 6.0750000000000011 1.0000000180025095e-35 5.285000000000001 37.500000000000007 4.5000000000000009 119.50000000000001 29.500000000000004 5.2350000000000012 44.500000000000007 3.2350000000000008 204.50000000000003 1.5000000000000002 41.500000000000007 1.0000000180025095e-35 6.1150000000000011 6.1250000000000009 107.50000000000001 5.5050000000000008 29.500000000000004 6.1143434777477532e-06 1051.5000000000002 decision_type=2 2 2 2 2 10 8 2 8 10 2 10 2 2 2 10 8 2 10 2 10 2 2 10 10 2 10 10 2 2 left_child=1 3 6 -1 5 14 -3 18 -6 28 -8 15 -13 -11 -4 16 -12 -17 -2 -20 22 -22 23 26 -25 -24 -7 -15 -5 -30 right_child=7 2 4 9 8 20 10 -9 -10 13 11 12 -14 27 -16 17 -18 -19 19 -21 21 -23 25 24 -26 -27 -28 -29 29 -31 leaf_value=-0.0092798917051993765 0.0078699680529957152 -0.0031202956247169383 -0.0010904704385521237 -0.0074207287397193887 0.0017978075591958923 0.00035872964872004308 -0.001787488234579171 0.0097117215389715527 0.0065657506751211452 -0.0068608756056626266 -0.0039068876266284977 0.00015230051141930511 0.0042653290594402158 -0.0016231651985873527 0.0019513179822848886 0.0010189594446204054 0.0018941527984990805 -0.0025374069535485139 0.0043800707040915401 -0.0094257926625367205 -0.00038880153859329299 0.0027098927023724516 0.0021376438090197443 -0.017707544215606181 -0.0027427744332553928 -0.00073579960124052317 0.0038369932696284276 0.0061344708571490292 -0.0053809827250730835 0.019774822296129351 leaf_weight=1144.7722799994517 114.50469661736861 1003.4276657095179 2388.4683937802911 457.53461711050477 1532.1920189484954 1237.4147698357701 913.13790073990822 1482.175253754016 146.72399807907641 42.865953138330951 217.54415350151248 339.01069822534919 186.16466642380692 69.70714774238877 171.49331085756421 424.79033937049098 66.517490210942924 152.27251478680409 126.24297883920372 9.7906271219253522 1278.0278654079884 285.06663782335818 2083.7504133954644 12.185570508241652 64.694195568561554 319.36569509096444 125.8833347633481 28.942706804140471 646.47498398227617 2.3430416204500935 leaf_count=378139 6900 24234 14751 99659 16113 7516 25403 115548 7040 5194 15645 12676 9142 12485 958 16923 1435 11410 2790 93 10441 3538 14023 64 319 3100 668 4911 89657 405 internal_value=0 -0.00102987 0.000145323 -0.00738959 0.000671484 0.000346295 -0.00139121 0.00909342 0.00221449 -0.00565546 -0.000636676 0.000121349 0.00161029 -0.00162311 -0.000886699 -0.000786715 -0.00254848 8.05229e-05 0.00543556 0.00338643 0.000930126 0.000176317 0.0012367 0.000370574 -0.00511472 0.00175577 0.000679903 0.000652834 -0.00617125 -0.00529014 internal_weight=0 15340.8 12948.1 2392.64 9645.27 7966.35 3302.87 1732.71 1678.92 1247.87 2299.44 1386.3 525.175 141.516 2559.96 861.124 284.062 577.063 250.538 136.034 5406.39 1563.09 3843.29 1440.18 76.8798 2403.12 1363.3 98.6499 1106.35 648.818 internal_count=911180 785849 195399 590450 78531 55378 116868 125331 23153 212311 92634 67231 21818 22590 15709 45413 17080 28333 9783 2883 39669 13979 25690 8567 383 17123 8184 17396 189721 90062 is_linear=0 shrinkage=0.01 Tree=593 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 5 5 10 5 1 3 2 5 10 2 1 2 2 5 1 1 10 3 5 2 3 5 split_gain=1576.4 1132.95 102.818 78.6172 50.6294 39.3302 15.9041 14.8565 14.0493 12.9372 12.0052 11.4939 14.671 11.0036 10.5274 20.791 9.2205 8.46815 8.18435 13.8067 31.7506 8.12949 7.56329 7.46615 7.20745 6.59902 6.57015 15.3668 11.589 16.7946 threshold=0.99989646673202526 5.9116524425917312e-05 0.0070173616986721008 1.0372787642154437e-06 0.94052824378013633 0.99998754262924205 0.00042608799412840006 9.0361113507242425e-06 12.500000000000002 1051.5000000000002 0.99766892194747936 309.50000000000006 0.34556677890011228 19.500000000000004 0.19929078014184398 23.500000000000004 0.18897357583045957 0.8185736677115989 0.64733893557422983 0.71132478632478646 0.77296157450796643 14.500000000000002 0.012270400481782552 0.78596059113300509 0.99999946355819713 27.500000000000004 31.500000000000004 0.18237250554323722 17.500000000000004 95.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 10 2 2 10 2 left_child=1 3 6 -1 8 11 17 -5 16 26 -6 -2 -13 -12 15 25 -4 -3 19 -11 -21 -19 -23 -16 -7 -10 -9 28 29 -28 right_child=5 2 4 7 10 24 -8 9 14 18 13 12 -14 -15 23 -17 -18 21 -20 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0092723496833265317 0.0058494174859434469 -0.0030823748092945764 -0.00042477784157560731 -0.0066998583322319793 0.0014590413400114672 0.008181211257777498 -0.0010384232932839179 -0.0052318948635235053 -0.0074162383046861603 -0.010082741141093414 0.0059538523223742748 -0.020258617400647251 0.0045299896407266782 0.0025072193110793257 0.0011106461076385837 -0.0042524393033631629 0.00036743104526743329 -0.0023263410459507853 0.074308488379020862 0.12845172778308178 0.0040131145770612078 -0.0040468151129130891 0.0047710297800369244 0.0098014457063368369 0.010027157594970837 0.0055243052848265263 0.097656322638541515 -0.0034160332749656646 0.0088245947464134934 -0.010213619628711283 leaf_weight=1134.2988798128208 239.19796732440591 739.67870947881602 2748.4749236628413 634.48461730347481 1475.3441146239638 256.22421223577112 1955.1966277775355 443.40399397024885 4.4012020863592616 1.2226924465503541 110.07849912252277 3.8937725648283941 6.1721709929406643 584.32878948468715 1888.384755641222 96.626170078292489 3156.4322700928897 83.479661266785115 0.23657096014358092 0.28867798368446518 0.70771528338082135 12.776999072637407 40.750788824167103 9.9370256885886175 1212.2052078726701 37.663435086607933 0.36991334613412519 155.8203381896019 4.2236734917387366 0.23668371443636715 leaf_count=378139 9647 49764 23176 133361 13049 17679 52018 49153 33 221 1783 30 106 11683 17524 681 16986 4521 24 38 92 569 3296 95 97869 221 31 28721 644 26 internal_value=0 -0.00102108 0.000143915 -0.00736943 0.000615581 0.00908162 -0.00154024 -0.00563011 0.000245725 -0.00451102 0.00196936 0.00540891 -0.0050589 0.00305358 0.000961826 -0.00169783 -1.30739e-06 -0.00265939 0.0183953 0.0124345 0.0400658 -0.000375783 0.00266622 0.00115614 0.00970506 0.00417034 -0.00460414 -0.0028715 0.0146947 0.0555673 internal_weight=0 15318.8 12943.6 2375.29 10111.7 1717.69 2831.88 1240.99 7941.92 606.51 2169.75 249.264 10.0659 694.407 2037.01 138.691 5904.91 876.686 2.45566 2.21909 0.996393 137.007 53.5278 1898.32 1468.43 42.0646 604.055 160.651 4.83027 0.606597 internal_count=911180 785849 195399 590450 85231 125331 110168 212311 58716 78950 26515 9783 136 13466 18554 935 40162 58150 375 351 130 8386 3865 17619 115548 254 78575 29422 701 57 is_linear=0 shrinkage=0.01 Tree=594 num_leaves=31 num_cat=0 split_feature=9 0 2 2 5 2 2 5 5 5 2 3 3 2 9 2 5 2 5 5 5 9 9 9 5 9 5 9 2 9 split_gain=69.7179 11.8156 14.0763 20.2536 25.7114 37.2474 21.6439 21.0885 25.2517 16.3803 15.3079 15.0658 14.164 14.326 13.2079 12.1293 11.904 14.677 11.6518 28.9586 11.5493 16.8007 15.2799 16.7788 23.6432 17.6591 15.8045 19.5829 12.8627 17.6764 threshold=1.3750000000000002 1.0000000180025095e-35 0.40078740157480325 0.67403517342452379 2.5000000000000004 0.66349106014087067 0.8185736677115989 4.5000000000000009 35.500000000000007 1.0000000180025095e-35 0.61374887488748886 19.500000000000004 29.500000000000004 0.61374887488748886 1.0000000180025095e-35 0.29429808733309276 33.500000000000007 0.11180555555555556 9.5000000000000018 10.500000000000002 414.50000000000006 4.5750000000000011 5.5050000000000008 4.3750000000000009 25.500000000000004 4.7650000000000006 212.50000000000003 4.0850000000000009 0.29429808733309276 5.4350000000000014 decision_type=10 2 2 2 2 2 2 2 2 2 2 10 10 2 8 2 2 2 2 2 2 10 10 10 2 8 2 10 2 8 left_child=1 2 9 4 10 12 -5 -7 -9 11 -4 -1 -6 -14 15 -13 17 -11 -8 -20 22 -22 23 26 25 -25 -2 -28 29 -26 right_child=20 -3 3 6 5 7 18 8 -10 16 -12 14 13 -15 -16 -17 -18 -19 19 -21 21 -23 -24 24 28 -27 27 -29 -30 -31 leaf_value=-0.0027211239966090967 -0.00011408853513267519 0.0026248408103595124 0.0024147392850366457 -0.0021852694531961266 0.0073608097766915837 -0.015170951703928891 0.0011269692190831969 0.021475836891651629 0.0032889211857841899 -0.00092285048840507421 -0.0036169668091904465 -0.0074703973849863442 0.0033479034516407597 -0.0056329779469472532 0.0023510684733049265 0.0087429605087266053 0.0035299215939237263 -0.0075782706360425162 0.022851241906443054 0.0030418143907253426 0.0011835847624116149 -0.0046970460592940877 0.0004122538584167098 -0.0018727425296069472 0.00030667606375658966 -0.00018786081363635307 0.0036210768215530938 -0.0067297068612966514 -0.0024893720723638078 0.01918426425777274 leaf_weight=91.500520445406437 5727.7611772831297 796.06281007034704 166.93968955613673 184.16571356169879 73.346275061368942 2.2631800994276992 104.37120750220492 26.64979971665889 10.699407330714164 72.089332656934857 56.254484635777771 25.075392680242661 106.15879348106682 21.330804383382201 349.55227334192023 5.6546136504039159 25.058551611378789 61.319767565466464 9.377063846215604 34.643805544823408 76.000532933161594 134.66546274907887 3048.9329886573832 744.48249073617626 92.756673970259726 3782.7743019210175 194.61180539289489 20.172692817403004 948.2048276825808 5.2404498339164993 leaf_count=2039 171072 39037 8150 4595 2701 43 4537 474 310 2812 1306 632 3463 466 15972 224 729 1477 94 1128 4073 21385 211823 39297 9817 213462 7368 1928 140274 492 internal_value=0 0.00164882 0.00110412 0.00198794 0.00333871 0.00560754 0.000104731 0.0144698 0.0162658 -1.24058e-05 0.000894491 0.000921933 0.00385958 0.00184528 0.0017985 -0.00448699 -0.00279408 -0.00398193 0.00294679 0.0072615 -0.000250851 -0.00257553 -0.000217227 -0.000383886 -0.000778029 -0.00046493 -1.42235e-05 0.00264892 -0.00213291 0.00131617 internal_weight=0 2222.51 1426.45 796.2 463.642 240.448 332.558 39.6124 37.3492 630.25 223.194 471.783 200.836 127.49 380.282 30.73 158.468 133.409 148.392 44.0209 14775.6 210.666 14564.9 11516 5573.46 4527.26 5942.55 214.784 1046.2 97.9971 internal_count=911180 90189 51152 27267 16913 7457 10354 827 784 23885 9456 18867 6630 3929 16828 856 5018 4289 5759 1222 820991 25458 795533 583710 403342 252759 180368 9296 150583 10309 is_linear=0 shrinkage=0.01 Tree=595 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 10 9 10 1 9 5 5 5 2 9 5 9 5 2 1 9 5 1 9 10 10 5 9 split_gain=1556.41 1118.89 101.091 78.8039 49.4894 39.4865 38.5484 26.1292 25.8611 20.9409 17.1053 28.6424 16.7245 16.5871 16.5564 16.0546 14.8064 14.1717 13.8985 17.6031 17.364 13.7082 15.1906 13.434 12.9825 12.5166 12.3762 12.1556 14.0213 23.0996 threshold=0.99989646673202526 5.9116524425917312e-05 0.068259380757808671 1.0372787642154437e-06 3.7350000000000008 0.99998754262924205 4.8650000000000011 0.99766892194747936 6.0750000000000011 0.00048551171494175006 0.88956639566395668 6.1150000000000011 4.5000000000000009 1.0000000180025095e-35 133.50000000000003 0.62871870397643603 4.8950000000000005 519.50000000000011 5.2750000000000012 44.500000000000007 0.091229193341869366 0.76506899055918665 8.8850000000000016 88.500000000000014 0.40056497175141254 2.7650000000000001 0.00017857718921725002 6.1143434777477532e-06 1051.5000000000002 5.3350000000000009 decision_type=2 2 2 2 10 2 8 2 10 2 2 10 2 2 2 2 8 2 10 2 2 2 10 2 2 10 2 2 2 10 left_child=1 3 4 -1 9 25 -4 10 27 -3 16 -12 -10 -6 -9 24 23 -11 20 21 -15 -20 -23 -8 -16 -2 -22 -5 -29 -30 right_child=5 2 6 8 13 -7 7 14 12 17 11 -13 -14 18 15 -17 -18 -19 19 -21 26 22 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-0.0092644160330345813 0.0085168554714155961 -0.0039722276735669575 8.5713892784709656e-05 -0.0073810668692338389 -0.0011094997321454663 0.0096981905840320022 0.003904227855529355 0.0042737498923562829 -0.0068194914369413794 -0.0016104889043543607 0.00094284103385860248 -0.0062985638573518615 0.00069832226174870271 0.003057777543309795 0.0091664407748823368 -0.014807138112954699 0.0012805691030629482 0.012384009389028871 0.00099799391141775894 0.00361421323733107 -0.0045472217218206819 -0.0060822394486472675 0.0099280321143830671 0.018761137672020728 -0.0067706389021539781 0.0037707572780334157 -0.00041250177831727729 -0.0053301182590378363 0.0048023018800982037 0.087004372368869501 leaf_weight=1123.4470143869985 84.084245273843408 442.09356348915026 3498.9334995560348 451.02275115426164 963.64434876525775 1453.94285470061 136.47176020219922 423.95105628296733 42.348757531959563 1905.2953801434487 180.30344074126333 78.360014796257019 98.232927999924868 135.66010153689422 10.42434136755765 8.7911844197660667 3413.5688012531027 7.2637073164805761 510.89323234301992 261.92635662527755 79.55265099206008 49.988289992325008 6.7232778891921035 6.3703227862715712 10.0289707519114 163.83529748767614 804.37442694045603 639.8266129270196 2.012923331931233 0.41178674809634674 leaf_count=378139 5905 14534 24147 99659 27407 115548 725 8757 5194 19336 1383 584 17396 2911 66 55 23350 134 14688 9944 12679 993 64 51 91 3878 33500 89657 336 69 internal_value=0 -0.00101204 0.000142723 -0.0073483 -0.00094114 0.0090692 0.000863803 0.00150164 -0.00560364 -0.00201074 0.00123198 -0.00125088 -0.00156634 -4.57415e-05 0.00377175 -0.00350564 0.00141256 -0.00155734 0.000508623 0.00146979 -0.000273376 0.000480222 -0.00418419 0.0045668 0.00135194 0.00538044 -0.000784623 -0.00612279 -0.00523916 0.0187626 internal_weight=0 15291.9 12934.6 2357.3 5167.42 1701.86 7767.2 4268.27 1233.86 2354.65 3815.07 258.663 140.582 2812.76 453.196 29.2445 3556.41 1912.56 1849.12 829.531 1019.59 567.605 56.7116 142.842 20.4533 247.92 883.927 1093.27 642.251 2.42471 internal_count=911180 785849 195399 590450 136190 125331 59209 35062 212311 34004 26093 1967 22590 102186 8969 212 24126 19470 74779 25689 49090 15745 1057 776 157 9783 46179 189721 90062 405 is_linear=0 shrinkage=0.01 Tree=596 num_leaves=31 num_cat=0 split_feature=4 3 1 5 1 4 5 2 2 5 4 5 2 1 5 1 5 5 5 5 5 3 1 3 2 1 2 2 5 1 split_gain=22.6384 14.1196 10.491 13.3319 57.2398 11.4899 10.4962 12.7047 17.4054 12.0731 10.684 10.7747 8.7393 30.6493 8.60846 8.3505 7.95701 10.4575 20.9639 14.0975 7.82827 14.0548 14.595 11.9499 11.9501 12.6798 10.7554 12.6371 10.6841 10.281 threshold=2.5000000000000004 42.000000000000007 0.25092592592592594 212.50000000000003 0.20701970443349751 3.5000000000000004 26.500000000000004 0.95469208211143708 0.94754041967664271 5.5000000000000009 5.5000000000000009 15.500000000000002 0.68457101658255237 0.31601439496176342 283.50000000000006 0.20091743119266059 56.500000000000007 10.500000000000002 20.500000000000004 47.500000000000007 53.500000000000007 28.500000000000004 0.90508365508365518 29.500000000000004 0.4817045961624275 0.51363749070171105 0.50155279503105599 0.66349106014087067 77.500000000000014 0.31158186076218869 decision_type=10 10 2 2 2 10 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 10 2 8 2 2 2 2 2 2 left_child=1 20 3 6 -5 -4 7 8 10 -9 11 -2 13 16 -15 -13 17 -7 -19 -20 23 22 28 24 -1 -26 -25 -28 -22 -29 right_child=2 -3 5 4 -6 12 -8 9 -10 -11 -12 15 -14 14 -16 -17 -18 18 19 -21 21 -23 -24 26 25 -27 27 29 -30 -31 leaf_value=-0.00073038527578353854 -0.0011567570502649832 0.015139414815713086 -0.00045152245809179057 -0.0061308930728747628 0.019637950508711019 0.023078036180898577 -0.0037344222347154123 -0.0015818308741103329 0.012799448448318811 -0.010472823964193093 0.0029369393977298221 0.0067454548655206219 -0.00618575652799668 -0.0021257169810589274 -0.0090084456398935187 -0.0050097032384622733 -0.010120934395175137 0.15358628657827889 -0.010044919859561264 0.10794954456404049 -0.0017762302003370286 -0.00094244870330936683 -0.017652126249459704 0.00074230001159786686 0.00022644185331002252 0.013582839755453159 -0.0010629071628566423 5.3262924722548351e-05 0.0013306222434982188 0.001788335541862871 leaf_weight=2177.6647383880336 299.82103049790021 6.2552089854143551 389.08689973049331 18.504685429274105 16.137213706620969 0.63855574768967815 86.724072408745997 88.897884659003466 11.601403429871423 18.440914881415665 121.81288340175524 31.063108868082054 63.100674377405085 497.2530320994556 18.861347255529836 7.5026086575817308 0.24500607093796123 0.24362513492815197 0.25348406366538256 0.16860708419699222 133.79511575528886 1621.5051137494156 4.3132572391768909 4869.8352741684066 2745.5280632314971 7.1262200860073781 835.131604514434 1824.9306115568615 640.86413203517441 420.12600881769322 leaf_count=105638 16794 265 43593 3292 854 52 22132 2307 166 3212 3670 2290 14321 41720 4228 602 81 16 71 32 10882 133355 237 173269 148297 722 41989 71647 50871 14575 internal_value=0 0.000118347 -0.00110778 -0.000175281 0.00587299 -0.00178131 -0.000489945 -4.0964e-06 0.000702367 -0.00310931 0.000397406 -0.000516779 -0.00267221 -0.00224393 -0.00237725 0.0044586 0.0421675 0.0519899 0.0797221 0.0370887 0.000112198 -0.000412096 0.000691884 0.000209909 -0.000176872 0.00026102 0.000449777 -1.2707e-05 0.000794023 0.000377954 internal_weight=0 15287.1 1670.36 700.506 34.6419 969.851 665.864 579.14 471.801 107.339 460.2 338.387 580.764 517.664 516.114 38.5657 1.54928 1.30427 0.665716 0.422091 15280.8 2400.48 778.973 12880.3 4930.32 2752.65 7950.02 3080.19 774.659 2245.06 internal_count=911180 751747 159433 55319 4146 104114 51173 29041 23522 5519 23356 19686 60521 46200 45948 2892 252 171 119 103 751482 195345 61990 556137 254657 149019 301480 128211 61753 86222 is_linear=0 shrinkage=0.01 Tree=597 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 10 9 9 5 5 9 0 5 9 5 10 9 5 9 5 2 10 9 2 9 9 2 9 split_gain=1537.48 1105.08 99.3444 78.9722 50.2175 40.2311 48.8267 39.6332 38.5731 25.6881 16.6073 16.5093 16.3447 15.8845 17.7014 15.7816 16.2599 14.5462 13.8187 13.5961 13.0865 35.377 38.5222 29.7553 18.2975 18.6593 16.4337 15.7453 14.8607 13.6846 threshold=0.99989646673202526 5.9116524425917312e-05 0.0070173616986721008 1.0372787642154437e-06 4.8650000000000011 0.98755538463592529 3.9350000000000005 0.99998754262924205 3.7050000000000005 6.0750000000000011 497.50000000000006 4.5000000000000009 3.0850000000000004 1.0000000180025095e-35 1.0000000180025095e-35 5.4750000000000005 13.500000000000002 0.00032736793218645006 7.2000000000000011 123.50000000000001 6.0750000000000011 12.500000000000002 0.19929078014184398 0.98755538463592529 5.4450000000000012 0.45416348357524833 6.1250000000000009 4.8950000000000005 0.57511061946902664 5.455000000000001 decision_type=2 2 2 2 10 2 10 2 8 10 2 2 10 2 2 10 2 2 10 2 10 2 2 2 10 2 10 10 2 10 left_child=1 3 8 -1 5 12 -7 -2 -3 -5 13 -11 19 20 18 17 -17 -10 -15 -4 24 23 -23 26 25 -6 -22 -27 -29 -26 right_child=7 2 4 9 10 6 -8 -9 15 11 -12 -13 -14 14 -16 16 -18 -19 -20 -21 21 22 -24 -25 29 27 -28 28 -30 -31 leaf_value=-0.0092564878670330052 0.0053535311681039586 -0.0032919473634370456 -0.001158963017442773 -0.0060977400371818469 0.0027787872566892987 0.004140712130648155 -0.0027757364407271037 0.0096914163296191232 -0.0029434668424634463 -0.0067952446143191856 -0.0045941334340032338 0.00069181885826356793 0.00020167323701311552 -0.0012970135192858774 0.0018479567935105906 -0.00092560460161240509 0.0028058745245325566 -0.00067637956359761363 0.0057289055708288341 0.0020799164925416817 -0.0086401676904443794 -0.0054641043383737856 0.0035308500773125152 0.0023985558940900599 0.0096644723187822249 0.0049749230216431456 -0.0021372053630549477 -0.0014874193601668922 0.0011392304044751547 0.0030732783893791618 leaf_weight=1112.7792791266693 246.69923188211396 853.96021324628964 2143.778548585251 1086.6295254692668 760.68641534633934 425.8445353563875 134.24471172690392 1440.2244576704688 378.19371265731752 42.051289056660607 46.398870310746133 98.291580637218431 2551.9296586681157 514.43932833895087 404.27433422766626 244.59561769524589 223.46501105185598 1124.6085485578515 29.604643039405346 137.945980258286 45.762369327247143 53.445472111925483 436.18391700461507 144.26367369294167 32.872590187937021 83.652211962267756 257.67894930392504 287.41690893657506 859.57160075753927 754.18945749662817 leaf_count=378139 9783 22454 14388 189721 5923 12092 869 115548 33521 5194 526 17396 19591 3499 2755 7648 8997 37548 324 774 252 671 2676 2119 244 673 1499 2875 7915 5566 internal_value=0 -0.00100332 0.000141135 -0.00732734 0.000604618 -5.41954e-05 0.00248295 0.00905703 -0.00151671 -0.00557774 0.001359 -0.00155155 -0.000348181 0.00141822 0.000263043 -0.000747514 0.000855906 -0.00124691 -0.000914692 -0.00096315 0.00171305 0.000691307 0.00254901 -0.00134035 0.00205775 0.00154756 -0.00311793 0.000786504 0.000481034 0.00334857 internal_weight=0 15268.8 12929 2339.75 10104.2 5393.74 560.089 1686.92 2824.82 1226.97 4710.44 140.343 4833.65 4664.04 948.318 1970.86 468.061 1502.8 544.044 2281.72 3715.72 937.334 489.629 447.705 2778.39 1991.33 303.441 1230.64 1146.99 787.062 internal_count=911180 785849 195399 590450 85231 47714 12961 125331 110168 212311 37517 22590 34753 36991 6578 87714 16645 71069 3823 15162 30413 7217 3347 3870 23196 17386 1751 11463 10790 5810 is_linear=0 shrinkage=0.01 Tree=598 num_leaves=31 num_cat=0 split_feature=9 4 9 9 2 2 2 0 9 9 3 2 2 9 9 2 2 2 9 9 9 2 0 2 0 9 9 9 9 9 split_gain=66.5143 13.2007 13.6935 15.2651 11.6901 14.5973 13.9997 14.0827 12.3001 11.6029 11.4367 16.9853 12.7668 15.8347 13.9006 19.2727 22.7437 12.3746 13.0008 17.2929 17.0555 11.7215 19.6586 18.9501 38.4376 24.5851 24.5766 21.869 11.6519 12.7932 threshold=1.3750000000000002 2.5000000000000004 6.4750000000000005 9.7700000000000014 0.85379556042751448 0.87577160493827166 0.72509541984732839 1.0000000180025095e-35 1.3750000000000002 5.2550000000000008 29.500000000000004 0.50155279503105599 0.5884438881935754 2.9150000000000005 5.8350000000000009 0.67879188712522065 0.67403517342452379 0.59532897128316986 3.7050000000000005 5.4850000000000012 5.495000000000001 0.49341991341991348 1.0000000180025095e-35 0.16749174917491746 1.0000000180025095e-35 5.6550000000000011 2.5450000000000004 2.6750000000000003 5.1150000000000011 5.0750000000000011 decision_type=10 10 10 10 2 2 2 2 8 10 8 2 2 10 10 2 2 2 10 10 10 2 2 2 2 10 10 10 10 10 left_child=4 2 10 -4 6 -6 -1 8 -8 -3 12 21 13 -2 -14 16 -16 18 -13 -20 -21 23 -23 24 25 26 -12 -28 29 -15 right_child=1 9 3 -5 5 -7 7 -9 -10 -11 11 17 14 28 15 -17 -18 -19 19 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0016466474323331641 0.00058717030317958477 -0.0021142858422661436 0.0014113033498809931 -0.0031892693829195379 0.010552135056455629 0.0028176089131153382 0.0043293235779986771 0.0053979639805933847 -0.0037951080797495656 -0.00037554714866501742 -0.0042318749078430577 0.00015353000859402095 -0.00022171727502588639 -0.0017299402882949373 0.0079736458704345939 0.00069144959075933155 0.069839493143538142 -0.00024707331743647814 -0.0040463775987027144 0.022092789350380188 0.00035301792943996538 -0.00029631354793795454 0.0025850265116497319 -0.00071912798216074744 -0.00057099630193050051 -0.0023370829754717441 0.010621490724581847 0.0029955246270524632 -0.00047496762520855211 -0.0062425706605265894 leaf_weight=1845.3552166200243 492.69830354582518 665.21196285623591 857.09045671252534 78.750119070173241 28.739994163624942 161.61991973267868 21.963736131321639 26.239508507307619 122.94652976607904 907.20729611360002 44.578846096992493 202.64007393154316 1739.2891825811239 1392.0585806829622 39.591053220559843 98.998045243322849 0.60329022852238168 2741.6486867116764 295.12627119268291 3.8308734085876486 62.230910350801423 403.70583544601686 572.70201573474333 1422.7690831071232 938.83882518485188 98.617527034715749 39.831610531546175 672.55067337444052 877.17598414164968 65.792496873065829 leaf_count=77468 14350 61344 46400 23815 715 6703 524 1551 3228 95175 953 6032 107480 69855 1940 4936 41 141702 26741 165 5018 15463 16334 77286 24432 1768 569 13708 60428 5056 internal_value=0 -0.000245213 -0.000141602 0.00102417 0.00161652 0.00398535 0.0013929 -0.00134308 -0.00256371 -0.00111112 -0.000230988 1.15104e-05 -0.000617394 -0.00104191 2.16346e-05 0.00306246 0.00890221 -0.000524543 -0.00187376 -0.00301114 0.00161369 0.000434039 0.00139371 0.000142782 0.000826179 0.00235932 0.00297117 0.00342192 -0.00138565 -0.00193359 internal_weight=0 14713.5 13141.1 935.841 2206.86 190.36 2016.5 171.15 144.91 1572.42 12205.3 7499.07 4706.21 2827.73 1878.48 139.192 40.1943 3305.48 563.828 361.188 66.0618 4193.59 976.408 3217.19 1794.42 855.579 756.961 712.382 2335.03 1457.85 internal_count=911180 820991 664472 70215 90189 7418 82771 5303 3752 156519 594257 330171 264086 149689 114397 6917 1981 179658 37956 31924 5183 150513 31797 118716 41430 16998 15230 14277 135339 74911 is_linear=0 shrinkage=0.01 Tree=599 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 3 10 10 3 2 2 10 4 3 4 2 10 2 2 4 2 2 2 2 2 10 4 split_gain=1518.21 1091.63 116.952 60.7321 52.2939 39.809 16.3539 11.4631 10.8886 10.4201 10.3264 10.0171 9.15366 7.99676 7.41527 6.90485 6.73565 7.85714 6.58966 6.53991 6.51535 10.2663 8.8409 17.5029 13.2437 11.8231 10.7422 7.34186 14.0303 6.75819 threshold=0.99989646673202526 3.4846319977077662e-05 0.0035319819580763002 8.8294510192099562e-07 0.94052824378013633 0.99998754262924205 0.00022280584380490002 0.99766892194747936 19.500000000000004 0.18897357583045957 5.1029428504989491e-06 42.000000000000007 0.8185736677115989 0.83939594356261027 0.99999946355819713 2.5000000000000004 1.5000000000000002 2.5000000000000004 0.60061349693251542 0.99894970655441295 0.58637267904509294 0.51739261947973392 2.5000000000000004 0.75103305785123975 0.95260557053009898 0.94754041967664271 0.77728174603174616 0.84654631083202525 0.3781151175498963 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 8 2 2 8 2 2 2 8 8 10 2 2 2 2 8 2 2 2 2 2 2 8 left_child=1 3 6 -1 9 -2 12 -6 -9 11 -5 -4 16 -8 -7 18 17 -3 -10 -20 21 -11 -22 29 25 26 -25 28 -28 -24 right_child=5 2 4 10 7 14 13 8 15 20 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 22 -23 23 24 -26 -27 27 -29 -30 -31 leaf_value=-0.0093248875944168513 0.0053244437493062489 0.0056522087970296495 -0.00017111831325317321 -0.0070138029116000216 0.001431408420832592 0.008118231710779366 -0.001635461204151841 0.0058930193287916313 0.0036344132329657638 0.00043850069925115219 -0.0050582469456173637 0.022353830294025333 -0.00055024457592862399 0.00027151802299349621 0.010016537489009405 -0.00044953534130849697 -0.0036705467821576392 0.072899782209156064 -0.0017316996032916293 0.0025778557433056271 0.0012793078701485658 -0.0016310171717459877 -0.003333198152618632 0.012986093493044098 -0.0029936624710989001 0.016310001085273265 0.012984774114452735 0.0038696376004179966 -0.0093525152275995369 -0.012637778800338647 leaf_weight=1053.8457192709902 245.43302822159603 0.63143568369559844 4265.8939564405009 499.28232246777043 1472.3860628772527 249.38084609946236 1478.9733488671482 109.04708060342818 347.53464603144675 2255.4642897900194 588.07567642407957 1.9752247855067242 114.65520956041291 258.30390311544761 1176.855235747993 71.990070504136384 607.16903193457983 0.23970013810321689 51.975828796625137 109.18630815669894 1498.6091291662306 268.20726182684302 80.774639952927828 9.0656796693801862 36.521373923867941 7.5312238782644263 3.6201347000896957 32.568229489028454 12.595278903841971 8.6412523165345174 leaf_count=365205 9783 55 45820 116858 13049 17679 50708 1783 8049 12511 88563 12 8861 7723 97869 895 52514 16 678 2061 7814 1495 558 54 189 37 36 187 69 49 internal_value=0 -0.000994407 8.73034e-05 -0.00761417 0.000541485 0.00904446 -0.00187781 0.00192977 0.00299362 0.00018758 -0.00595618 -0.000160693 -0.00314197 -0.00135193 0.00968461 0.00244914 -0.00363068 0.0241559 0.00285935 0.001188 0.00054034 0.000218559 0.00102087 -0.00100345 0.00182985 0.00452426 0.00298991 0.00113227 -0.00436566 -0.0042324 internal_weight=0 15244.8 13103.6 2141.2 10643.6 1671.67 2459.97 2162.12 689.734 8481.47 1087.36 4267.87 722.695 1737.28 1426.24 580.687 608.04 0.871136 508.697 161.162 4213.6 2523.67 1689.93 191.318 101.902 65.3805 57.8493 48.7836 16.2154 89.4159 internal_count=911180 785849 215223 570626 95346 125331 119877 26515 13466 68831 205421 45832 61446 58431 115548 11683 52585 71 10788 2739 22999 14006 8993 1179 572 383 346 292 105 607 is_linear=0 shrinkage=0.01 Tree=600 num_leaves=31 num_cat=0 split_feature=9 4 9 2 9 1 2 2 9 2 1 9 9 1 9 2 9 1 9 9 1 9 1 4 9 1 2 9 4 9 split_gain=64.1052 12.7457 13.6192 16.7483 16.5251 14.3587 25.5924 29.3327 14.6066 12.696 35.2012 14.1594 21.1222 20.6852 17.4901 15.0488 13.3081 14.8545 12.4499 21.1438 12.3422 12.2708 25.1873 43.7312 12.8669 11.634 12.4304 25.9491 28.7761 15.9707 threshold=1.3750000000000002 2.5000000000000004 5.4850000000000012 0.37341365461847392 4.3750000000000009 0.58374587458745886 0.45488466757123475 0.45848997493734339 5.745000000000001 0.50155279503105599 0.41476388168137007 4.7650000000000006 5.0050000000000008 0.32444286391654814 4.7750000000000012 0.66349106014087067 4.9850000000000012 0.26944684528954194 5.0550000000000006 5.0650000000000004 0.40056497175141254 5.535000000000001 0.61922530206112303 1.5000000000000002 5.7950000000000008 0.63673020527859248 0.37529342723004699 4.9150000000000009 6.5000000000000009 5.0250000000000012 decision_type=10 10 10 2 10 2 2 2 8 2 2 10 10 2 10 2 10 2 10 10 2 10 2 10 10 2 2 10 10 10 left_child=-1 2 4 -4 -2 6 -5 8 -8 -6 11 -11 13 16 -15 20 -13 -18 -14 -20 -16 22 -7 -24 -23 26 27 -3 29 -29 right_child=1 25 3 5 9 21 7 -9 -10 10 -12 12 18 14 15 -17 17 -19 19 -21 -22 24 23 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0015897973181129635 7.3670654006297297e-05 -0.0029058285020581798 -0.00075890413747265785 -0.0053793810594925367 -0.0002313123579168828 0.0079053036181292984 0.027709194487677252 0.00098132326028737551 0.0007783409396128209 -0.0025937418968015801 -0.0042546068102544297 -0.00083883897801556096 -0.0039898743496071904 0.017141594087542941 -0.00033226180836267225 0.0075345203893521376 0.0050458913975231622 -0.011210624553154356 0.0069692566308540496 -0.0010849413041939561 0.0093477454232453669 -0.0045007388034423515 -0.011156531151895407 0.088690759087477769 0.0051629231906286498 -0.0029382834942742676 -0.001143828194770389 -0.012553690281312627 0.013765767150074442 0.0029233630830320413 leaf_weight=2199.3346010413952 5711.9339932632865 85.355325572541915 709.08787532604765 63.71033104415983 2590.5810386242811 9.3287911312654579 6.174801496905272 1549.9331568522612 2.9887591274455199 346.08101430453826 333.71296207187697 359.68250343913678 140.22533014556393 9.6659756376175192 90.154248167993501 54.959733367664739 70.541167682386003 6.1075162639608598 33.804221730795689 910.44874154170975 15.425355195999144 16.71754798211623 0.73377075907774325 1.090637887828052 78.361209369497374 280.54204457544256 1061.6834231895627 7.1064268371555945 25.200385184260085 107.88282305002213 leaf_count=90189 170185 3433 34430 6959 147460 607 136 105282 498 22532 36378 20915 11477 315 7752 2781 4009 723 2649 84597 1110 1272 51 33 2321 21771 125561 623 419 4712 internal_value=0 -0.000240902 -0.000139009 0.000535321 -0.000293047 0.00106609 0.000832932 0.00108679 0.0189255 -0.000715241 -0.00124403 -0.000750843 -0.000373677 0.00112076 0.00407756 0.00329099 -3.26397e-05 0.00375054 -0.0012095 -0.000796601 0.001082 0.00462781 0.014551 0.0485325 0.00346378 -0.00109305 -0.000690895 0.00144115 0.00408783 0.00196687 internal_weight=0 14679.2 13111.5 2438.13 10673.3 1729.04 1622.81 1559.1 9.16356 4961.39 2370.81 2037.1 1691.01 606.536 170.205 160.539 436.331 76.6487 1084.48 944.253 105.58 106.232 11.1532 1.82441 95.0788 1567.77 1287.23 225.545 140.19 114.989 internal_count=911180 820991 664472 151589 512883 117159 112875 105916 634 342698 195238 158860 136328 37605 11958 11643 25647 4732 98723 87246 8862 4284 691 84 3593 156519 134748 9187 5754 5335 is_linear=0 shrinkage=0.01 Tree=601 num_leaves=31 num_cat=0 split_feature=9 2 2 2 0 9 9 1 1 9 1 0 3 1 9 9 1 9 9 1 0 9 9 9 1 1 3 2 1 9 split_gain=62.8485 11.4643 14.356 13.6928 13.7476 12.0655 10.9835 17.7706 19.6906 22.9866 15.0927 16.8864 18.0762 14.3795 43.7645 35.9623 14.167 20.8163 13.9778 15.857 13.3231 25.6476 16.0386 14.6315 12.8551 20.2174 12.5028 13.4735 11.7868 11.5166 threshold=1.3750000000000002 0.85379556042751448 0.87577160493827166 0.72509541984732839 1.0000000180025095e-35 1.3750000000000002 5.4850000000000012 0.98936170212765973 0.51869322152341024 4.995000000000001 0.48295234405269277 1.0000000180025095e-35 17.500000000000004 0.5100040016006403 5.4450000000000012 5.455000000000001 0.41202270381836947 3.7050000000000005 4.9850000000000012 0.27207792207792209 1.0000000180025095e-35 3.8750000000000004 2.4350000000000005 2.6750000000000003 0.36319073083778969 0.49844720496894418 11.500000000000002 0.5884438881935754 0.31835016835016838 5.285000000000001 decision_type=10 2 2 2 2 8 10 2 2 10 2 2 10 2 10 10 2 10 10 2 2 10 10 10 2 2 10 2 2 10 left_child=1 3 -3 -1 5 -5 7 8 9 10 16 12 -12 24 -15 -16 18 -18 -2 -20 22 -22 -9 -24 29 -26 27 -8 -29 -11 right_child=6 2 -4 4 -6 -7 26 20 -10 13 11 -13 -14 14 15 -17 17 -19 19 -21 21 -23 23 -25 25 -27 -28 28 -30 -31 leaf_value=0.0016039791792435284 -5.2307339120492646e-05 0.010442513852923961 0.0027632322900189178 0.0042691837050083436 0.0053323392192815072 -0.0037848216449542361 -0.0031484609218463454 -0.0041429009706550187 -0.0012648170699892994 -0.001274281707367309 0.006632466675558577 0.0020663983492070575 -0.00077296718161405013 0.005470067816613665 0.15528592697328947 -0.010076980086082953 0.0001158873727955312 -0.0035824884982381816 0.0059194764627208711 -0.0065830820860298348 0.002288677224735886 -0.0044371194171281061 0.0089155071070900031 0.0023817625934512577 -0.0036942893159652426 -0.00014083853556869411 0.000545338821840217 -0.0007681134517267431 0.004533072767727033 0.00050165155171165866 leaf_weight=1838.4658142225817 4200.5942139582476 28.681886255741119 160.96138294786215 21.927166868466884 26.026518678292632 122.59553496539593 204.81082905549556 33.238023127429187 2444.6718727047555 1079.1345715415664 35.287327533238567 711.2772058803821 500.06496355379932 12.427710448275317 0.36190781195182431 0.2065849881619215 328.21253480389714 283.76937204634305 70.245402155793272 11.856591267860493 132.86126521555707 98.902083558961749 38.783773338422179 294.75797302019782 412.48952295794152 261.68975995562505 2699.440857587033 217.44285619747825 51.965736085665412 551.89847407385241 leaf_count=77468 156590 715 6703 524 1551 3228 17446 847 154556 73652 1742 21058 18480 1859 29 63 10062 21433 3648 1329 3379 4844 614 6889 56150 16424 179887 25041 3103 41866 internal_value=0 0.00157439 0.00392466 0.00135253 -0.00135802 -0.00256286 -0.000238546 -0.000382241 -0.000474329 -0.00024589 7.43761e-05 0.00105668 -0.000284844 -0.00109433 0.00939489 0.0951946 -0.000175808 -0.00159901 2.75624e-05 0.00411395 0.0012954 -0.000581472 0.00248138 0.0031415 -0.00115346 -0.00231498 0.000282265 -0.00121525 0.000254423 -0.000673353 internal_weight=0 2198.66 189.643 2009.02 170.549 144.523 14676.4 11502.7 10904.2 8459.52 6141.31 1246.63 535.352 2318.21 12.9962 0.568493 4894.68 611.982 4282.7 82.102 598.543 231.763 366.78 333.542 2305.21 674.179 3173.66 474.219 269.409 1631.03 internal_count=911180 90189 7418 82771 5303 3752 820991 595514 578941 424385 234342 41280 20222 190043 1951 92 193062 31495 161567 4977 16573 8223 8350 7503 188092 72574 225477 45590 28144 115518 is_linear=0 shrinkage=0.01 Tree=602 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 9 10 9 9 3 5 9 5 5 9 9 10 4 4 5 3 10 10 2 9 10 2 2 split_gain=1497.83 1077.96 114.957 60.9076 57.5264 41.4393 44.4637 40.7943 39.9878 25.0021 21.4366 30.4319 20.3293 17.9353 17.233 16.902 23.1065 18.2367 22.6028 16.2014 17.7998 16.1364 15.6539 15.074 13.9885 15.1811 21.4636 19.0443 15.711 35.1177 threshold=0.99989646673202526 3.4846319977077662e-05 0.0035319819580763002 8.8294510192099562e-07 4.8650000000000011 0.97252115607261669 3.6650000000000005 4.0250000000000012 0.99998754262924205 6.0750000000000011 3.0850000000000004 28.500000000000004 216.50000000000003 4.8950000000000005 408.50000000000006 14.500000000000002 5.995000000000001 6.0250000000000012 9.4236969744088142e-05 11.500000000000002 7.5000000000000009 152.50000000000003 23.500000000000004 0.00032736793218645006 0.99766892194747936 0.27320574162679429 5.8350000000000009 0.8784809708595277 0.31838294448913923 0.31281565656565663 decision_type=2 2 2 2 10 2 10 8 2 10 10 8 2 10 2 2 10 10 2 8 10 2 10 2 2 2 10 2 2 2 left_child=1 3 7 -1 5 10 -7 -3 -2 -5 21 12 -12 22 19 23 -17 18 -18 20 24 -4 -6 -9 25 26 27 -15 29 -27 right_child=8 2 4 9 13 6 -8 15 -10 -11 11 -13 -14 14 -16 16 17 -19 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=-0.0093171612435361938 0.0052939309752514522 -0.0036358186961744504 -0.0013327596419374426 -0.00648590007095014 -0.004678617077945888 0.0037671228502494242 -0.0015305073743023942 -0.0032247595333131712 0.0096773703005794878 -0.0017698703131732905 -0.0026483060789848612 0.00067712430113092725 0.0057941709350504515 1.3943450175862425e-05 -0.0037523076094065338 -0.00069217162689726803 0.093772557838881249 0.003715248426318412 0.01536508209839023 0.011364668237015561 -0.011282242661024167 0.0026178780577608774 0.0050394688233271886 -0.00076906514357248169 0.0031529341695980236 0.0020297726897039398 -0.0024814861138213657 0.0034435313095179556 0.0013431596401335438 0.016135459125107814 leaf_weight=1043.2235168075422 244.10771237500012 849.33541445573792 2285.4984897747636 953.0946032901993 18.151749027892947 497.30724018346518 232.50206639617682 381.32078287727199 1411.3318381761201 127.44679530092981 449.65743009932339 2105.8465594155714 30.45391659066081 665.03570875804871 69.182119579054415 366.71519523998722 0.48094633640721385 130.53926518140361 1.5608705207705496 15.862446799874304 11.321707619354127 108.28720144182444 190.85410874895751 725.64645636174828 364.14468464069068 72.781849190592766 248.13520353287458 214.01851523667574 3033.5252527017146 23.299987899139524 leaf_count=365205 9783 29501 14738 182488 158 13390 1454 29767 115548 22933 4178 17800 342 4855 858 34381 39 4962 75 126 114 654 1523 21152 4463 711 1671 1331 26830 150 internal_value=0 -0.000985159 8.6904e-05 -0.00759365 0.000537166 -0.00014597 0.00207941 -0.0018633 0.009031 -0.00592966 -0.000472111 0.000159146 -0.00211279 0.00132891 0.00120191 -0.000926062 0.000601323 0.00417909 0.0338338 0.00127565 0.0012411 -0.00115405 0.00419547 -0.00161499 0.00127178 0.00111086 0.000115782 0.000848926 0.00146926 0.00545042 internal_weight=0 15215.2 13091.5 2123.76 10635.9 5709.55 729.809 2455.6 1655.44 1080.54 4979.74 2585.96 480.111 4926.31 4717.31 1606.26 499.296 132.581 2.04182 4648.13 4632.26 2393.79 209.006 1106.97 4620.94 4256.8 1127.19 879.054 3129.61 96.0818 internal_count=911180 785849 215223 570626 95346 52556 14844 119877 125331 205421 37712 22320 4520 42790 41109 90376 39457 5076 114 40251 40125 15392 1681 50919 40011 35548 7857 6186 27691 861 is_linear=0 shrinkage=0.01 Tree=603 num_leaves=31 num_cat=0 split_feature=9 4 9 5 1 1 4 5 9 9 1 5 3 1 4 5 5 9 5 9 1 1 5 0 9 1 1 5 0 1 split_gain=60.9148 12.4712 13.2798 23.5311 14.171 25.1023 15.3257 13.7853 28.2859 22.7208 23.1115 15.4708 14.9847 16.852 12.4913 20.9791 13.0272 13.03 12.7004 11.9723 11.889 13.8031 11.5684 13.2035 11.5043 23.3481 11.408 14.8894 11.3502 13.0405 threshold=1.3750000000000002 2.5000000000000004 6.4750000000000005 22.500000000000004 0.31835016835016838 0.040202020202020204 1.5000000000000002 24.500000000000004 3.8050000000000002 5.9350000000000014 0.73701079622132271 212.50000000000003 29.500000000000004 0.82683658170914553 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 4.0850000000000009 2.5000000000000004 2.7950000000000004 0.75110619469026563 0.42008403361344543 190.50000000000003 1.0000000180025095e-35 3.7350000000000008 0.569035604149145 0.63673020527859248 10.500000000000002 1.0000000180025095e-35 0.79531763417305601 decision_type=10 10 10 2 2 2 8 2 10 10 2 2 8 2 10 2 2 10 2 10 2 2 2 2 10 2 2 2 2 2 left_child=22 2 7 -4 5 6 -5 12 11 -10 -11 -9 -2 14 15 -14 17 20 19 -18 21 -16 23 -1 25 -17 -3 -28 -29 -30 right_child=1 26 3 4 -6 -7 -8 8 9 10 -12 -13 13 -15 16 24 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 29 -31 leaf_value=0.00087482478441505891 -0.00056609570741909386 -0.00068047354177334571 -0.00052775961263530982 0.0026499064928285233 0.0048247216455358658 -0.0033821955974977598 0.017446783065048863 -0.00017639041869679139 -0.0020799027564184069 0.002736994841843682 -0.010804986675444944 0.0028786679991972992 -0.00037603310695712025 0.0019338695565224852 -0.00051320519207722964 0.00071614078553717663 -0.011700010532446056 -0.001135639631619584 -0.00095957630616189473 -0.0033899213449014782 -0.018354451267466952 0.0039314270149660878 0.0075086420537751131 0.0025018126170639884 0.0015552756364085583 -0.0043820267523089753 -0.0051829001105753916 -0.0014149563166303257 -0.017672729896324627 0.013555233776213059 leaf_weight=1377.4794470933266 3489.9991921563633 1283.2874760680133 479.39544632367324 182.14458699908573 180.42944909667131 82.797194398241118 7.2794542356859884 790.80744776222855 1463.1867701944429 164.69151810649782 13.647039065137504 209.71491134958342 2114.7589940116741 545.35319773503579 129.23690006649122 688.68704010592774 19.869816946797073 388.91534414491616 315.16121252032463 135.99107098067179 2.9311832580715409 152.11274152761325 32.13217430235818 781.93610835587606 1420.6034193711821 103.30526680964977 141.89856554358266 126.66860789631028 1.556592012057078 9.489314456586726 leaf_count=50373 161752 134748 40907 6477 8923 13856 52 25656 180319 11304 961 7283 60063 14132 3305 17770 378 18663 19958 5844 70 3872 813 39003 60301 2626 8384 13126 131 130 internal_value=0 -0.000235006 -0.000134134 0.0010162 0.00265139 0.0012109 0.00321854 -0.000222385 -0.000861367 -0.00166917 0.00170072 0.000463966 -4.48074e-05 0.000257556 9.04769e-05 0.000336169 -0.000838713 5.38137e-05 -0.00211433 -0.00444933 0.00168107 0.0018898 0.00155259 0.00146397 0.00101688 5.115e-05 -0.00107927 -0.00290958 -0.000567187 0.00915458 internal_weight=0 14643.9 13081 932.046 452.651 272.221 189.424 12149 2642.05 1641.53 178.339 1000.52 9506.93 6016.93 5471.57 4327.35 1144.22 673.196 471.022 155.861 284.281 281.35 2191.55 2159.42 2212.6 791.992 1562.9 279.613 137.715 11.0459 internal_count=911180 820991 664472 70215 29308 20385 6529 594257 225523 192584 12265 32939 368734 206982 192850 140760 52090 25910 26180 6222 7247 7177 90189 89376 80697 20396 156519 21771 13387 261 is_linear=0 shrinkage=0.01 Tree=604 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 0 3 3 10 10 10 10 2 2 2 3 2 2 10 3 2 3 10 3 2 2 2 2 split_gain=1479.07 1064.77 112.876 61.0836 50.486 40.1664 16.0176 11.9888 11.3664 11.8004 10.3638 9.57162 8.84757 8.82661 8.41368 8.33012 7.99336 18.1612 13.1261 23.1093 8.19908 7.98175 7.96922 9.91601 8.30256 8.48026 7.95202 7.80867 8.16905 7.70125 threshold=0.99989646673202526 3.4846319977077662e-05 0.0035319819580763002 8.8294510192099562e-07 0.94052824378013633 0.99998754262924205 0.00017857718921725002 1.0000000180025095e-35 18.500000000000004 11.500000000000002 5.1029428504989491e-06 0.049213243648409809 0.99894970655441295 0.99766892194747936 0.8185736677115989 0.8185736677115989 0.16749174917491746 25.500000000000004 0.31281565656565663 0.31838294448913923 0.8784809708595277 24.500000000000004 0.47637648809523808 3.5000000000000004 0.65440738201141369 8.5000000000000018 0.20112359550561798 0.19929078014184398 0.20112359550561798 0.5884438881935754 decision_type=2 2 2 2 2 2 2 2 8 10 2 2 2 2 2 2 2 10 2 2 2 8 2 10 2 10 2 2 2 2 left_child=1 3 6 -1 7 -2 15 11 9 13 -5 -4 -10 29 -8 -3 17 -13 27 -20 -19 -21 23 -9 25 -24 -25 -18 -29 -6 right_child=5 2 4 10 8 -7 14 22 12 -11 -12 16 -14 -15 -16 -17 18 20 19 21 -22 -23 24 26 -26 -27 -28 28 -30 -31 leaf_value=-0.0093096236728979036 0.0052644335879617477 -0.0037531488137033022 -0.00019218780632848735 -0.006971059950028561 -0.0018296462496839058 0.009670480137472395 -0.001674155470636174 0.016271710512909522 0.0012837654412326707 0.0067313493866937232 -0.0049996388374133043 -0.0031582419570240468 0.0029372501809541759 0.0054347930739836944 0.00017989159932384167 -0.00058079411264132653 -0.0094308160705687868 0.0019015326611634654 0.010657975391937165 0.0018066641974436451 0.0060239265234969235 0.0004071532486631916 -0.0085831158217254521 -0.00074295780813372003 0.0019537266480368636 -0.00012999094847442288 -0.0032514630415306361 0.0044056157212130527 -0.0016335534461574411 0.0040549767952802037 leaf_weight=1033.1100986347301 242.85196153633296 516.63915554736741 1839.5220460863784 492.54131714894902 59.672919149510562 1397.6855091988109 1545.3682891600765 3.3164224661886683 1501.0736302044243 93.169780743308365 581.46329809422605 68.644179720431566 412.5520286578685 53.692550710402429 290.82423746120185 98.564222193090245 11.82994085550308 517.11593846976757 23.015207817777991 474.0137969404459 53.211104713380337 2904.9139051381499 12.035086963325737 1053.8849774971604 213.61066406220198 854.44558259937912 143.58867681957781 24.349315822124481 279.55530618689954 35.452043244615197 leaf_count=365205 9783 47302 26684 116858 516 115548 55184 30 14792 1050 88563 347 9015 900 9396 7995 89 2575 125 2790 361 18493 92 6899 1365 5803 1155 153 1870 242 internal_value=0 -0.000976439 8.60018e-05 -0.00757363 0.000531983 0.00901824 -0.00184839 0.000184504 0.00189846 0.00394047 -0.00590374 0.000412672 0.00164023 0.00219319 -0.0013805 -0.00324489 0.000668064 0.00170126 0.000490485 0.000671506 0.00228615 0.000603484 -0.000435329 -0.000995929 0.000187918 -0.000247402 -0.00104375 -0.00145996 -0.00114969 0.000363489 internal_weight=0 15191.2 13084.1 2107.11 10632.7 1640.54 2451.4 8477.05 2155.61 241.987 1074 6196.17 1913.63 148.818 1836.19 615.203 4356.65 638.971 3717.68 3401.94 570.327 3378.93 2280.88 1200.79 1080.09 866.481 1197.47 315.735 303.905 95.125 internal_count=911180 785849 215223 570626 95346 125331 119877 68831 26515 2708 205421 53487 23807 1658 64580 55297 26803 3283 23520 21408 2936 21283 15344 8084 7260 5895 8054 2112 2023 758 is_linear=0 shrinkage=0.01 Tree=605 num_leaves=31 num_cat=0 split_feature=4 3 1 5 4 2 4 1 4 5 3 5 4 5 1 1 2 4 1 5 3 5 2 5 5 3 2 2 4 2 split_gain=20.3447 13.8369 9.7845 11.7307 9.47039 9.38739 10.0957 12.6342 10.85 9.03655 7.50886 7.43426 15.0478 12.4257 13.0138 18.0888 51.7207 14.5172 10.556 12.3832 12.6921 12.9371 10.1805 10.1092 9.25423 15.4202 35.8106 15.6789 18.7461 7.88485 threshold=2.5000000000000004 42.000000000000007 0.63673020527859248 10.500000000000002 3.5000000000000004 0.37529342723004699 5.5000000000000009 0.62532051282051293 3.5000000000000004 3.5000000000000004 6.5000000000000009 488.50000000000006 6.5000000000000009 188.50000000000003 0.52960654460459688 0.24494897959183673 0.77836257309941537 3.5000000000000004 0.569035604149145 200.50000000000003 28.500000000000004 299.50000000000006 0.76103179753406891 49.500000000000007 47.500000000000007 15.500000000000002 0.67879188712522065 0.84240094618568906 3.5000000000000004 0.4663841807909605 decision_type=10 10 2 2 10 2 10 2 10 2 10 2 10 2 2 2 2 10 2 2 10 2 2 2 2 10 2 2 10 2 left_child=1 -1 5 4 -4 6 8 9 -2 -8 -7 13 -13 23 15 16 22 18 19 -16 21 -21 -15 24 -12 26 -26 -27 -29 -22 right_child=2 -3 3 -5 -6 10 7 -9 -10 -11 11 12 -14 14 17 -17 -18 -19 -20 20 29 -23 -24 -25 25 27 -28 28 -30 -31 leaf_value=0.00010657981909749401 0.0022293164789957084 0.015189521933569237 -0.0010954549012877298 -0.00057816470648791281 -0.0062872319582883427 -0.0050066425792997396 0.0030145917649760296 0.015065336763238889 -0.0030297387235421391 -0.015222200721863477 -0.00075825387530041881 -0.0090063387407552774 0.069037113257407565 0.041685769191106455 0.13107008474624762 -0.0028466939018326658 -0.003461321384668173 -0.00034287075839996149 0.00067427028729719312 -0.00013452434262933207 0.0182953269463864 0.11920984713012757 0.018662736385129192 -0.0035144444921729094 0.28681192885856815 0.0038722330705009463 -0.010198365290010614 -0.010594991876311841 0.13571168936000633 0.082560934105502221 leaf_weight=15137.878848862951 74.722187053412199 6.0847240970470002 52.641328841098584 138.84057868819218 105.64753505564295 47.014053878490813 85.799361787037924 8.7003788277506811 82.589642289676704 2.805960113531909 808.85509948909748 15.42683673650026 0.25107989367097694 2.3559944746084538 0.14166860783006985 37.151183216017671 17.824931592098437 2.7854317220626399 0.91083827812690277 0.12878982897382263 1.8871538602979856 0.30817409523297101 10.393622559495268 149.26202593406197 0.067354415659791722 3.4833821640349929 0.10217666276730597 0.15261883754283179 0.20548926724586636 0.21240078541450191 leaf_count=751482 4325 265 3305 13446 5496 7984 2608 94 3315 140 63658 2901 26 121 43 9483 3141 463 299 36 200 29 415 37236 20 538 25 35 29 22 internal_value=0 0.00011264 -0.00105649 -0.00269973 -0.00456063 -0.000695761 0.00103436 0.0035662 -0.000531719 0.00243707 -0.00109663 -0.000921872 -0.00775648 -0.000818465 0.00312737 0.00184168 0.00753853 0.0167873 0.0300819 0.0400833 0.0350016 0.0840345 0.0229171 -0.00112236 -0.000683117 0.0144688 0.107803 0.0103498 0.0733586 0.0247967 internal_weight=0 15144 1650.67 297.129 158.289 1353.54 254.618 97.3057 157.312 88.6053 1098.92 1051.91 15.6779 1036.23 74.1002 67.7257 30.5745 6.37446 3.58903 2.67819 2.53652 0.436964 12.7496 962.128 812.866 4.01102 0.169531 3.84149 0.358108 2.09955 internal_count=911180 751747 159433 22247 8801 137186 10482 2842 7640 2748 126704 118720 2927 115793 14252 13160 3677 1092 629 330 287 65 536 101541 64305 647 45 602 64 222 is_linear=0 shrinkage=0.01 Tree=606 num_leaves=31 num_cat=0 split_feature=3 5 5 1 0 5 0 1 2 5 5 5 5 3 3 1 5 3 1 2 2 5 5 5 3 5 3 3 5 3 split_gain=16.2508 10.3072 13.7535 7.92621 16.798 13.9327 12.2571 25.6098 17.7736 17.9163 12.0493 10.6571 9.99765 9.87222 9.81285 10.3946 9.65638 8.19585 8.12837 8.07037 21.8175 23.8117 65.6261 14.1349 13.3614 13.0581 9.88314 8.63961 9.34647 8.98495 threshold=42.000000000000007 408.50000000000006 396.50000000000006 0.18142633228840127 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.10022831050228312 0.8238526179702651 1.5000000000000002 1.5000000000000002 6.5000000000000009 34.500000000000007 23.500000000000004 29.500000000000004 0.9005813953488373 32.500000000000007 20.500000000000004 0.57719393282773568 0.68783602150537648 0.66349106014087067 45.500000000000007 15.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 336.50000000000006 1.5000000000000002 17.500000000000004 361.50000000000006 13.500000000000002 decision_type=10 2 2 2 2 2 2 2 2 2 2 2 2 8 8 2 2 8 2 2 2 2 2 2 10 2 10 10 2 10 left_child=1 2 3 6 19 14 8 12 9 17 13 18 16 -7 15 -6 -8 -1 -12 20 23 22 -22 24 -5 -21 -23 29 -29 -27 right_child=-2 -3 -4 4 5 10 7 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 25 21 26 -24 -25 -26 27 -28 28 -30 -31 leaf_value=-0.0030897664334247621 0.014737452911053937 -0.0021675326000172011 0.0086905307091845359 -0.052276197904354352 -0.0028294101402169211 -0.0036143338346802116 -0.00037958262222074129 0.0055445503068553862 0.00028855723837942145 0.0041096980481316794 -0.0030918056622087188 0.0015582753486974681 -0.0058812137505890594 0.002242234394107544 0.00037749018907033048 0.0014647497337373541 0.03281502105532863 0.001338453060187955 0.0004191552134552449 -0.0010605171919072646 0.00052907822098844466 0.054754351914667466 0.009330870175072413 -0.00068929727255109135 0.00025564863731945576 0.020808755340156432 -0.0019781491985991825 0.010924487846359942 -0.0029014312966726529 0.096608658080446302 leaf_weight=45.946039193542674 7.476598735433071 218.30566620558966 18.272774831973948 0.48427132330834766 228.82236945978366 29.856581236002967 1974.4540665892418 73.720853695995174 2143.353829296655 274.17776297929231 130.6268145312788 251.26267568115145 33.409954382106662 800.06385364523157 707.80429137940519 74.796696941833943 0.87674236670136352 462.74492912879214 133.15910002531018 1636.0829607648775 324.45151606679428 0.30772243812680145 114.64120631082915 4381.7493186085485 2561.7237606004346 0.80903421435505396 143.84537423367146 12.226783997844906 8.1476736549520847 0.19384804193396121 leaf_count=1142 307 26365 1702 22 8586 1405 70310 2874 114149 6857 5823 14103 963 28829 25464 3219 22 9891 7516 130225 14211 78 4758 310060 105495 72 15063 791 845 33 internal_value=0 -8.81809e-06 1.96258e-05 1.00522e-05 -0.000134118 0.000619087 0.000342251 -0.000244153 0.000759569 0.00204911 0.0012859 8.44154e-05 -0.000456599 0.00203154 -0.000267628 -0.00177154 -0.000364849 0.000938487 -0.00131947 -0.000327359 -0.000188261 0.00166939 0.00282711 -0.000344291 0.00024572 -0.000959058 -0.00185704 0.00680598 0.00539555 0.0354602 internal_weight=0 16786.3 16568 16549.7 11541.1 2356.39 5008.68 2082.46 2926.22 782.869 1344.97 515.049 2008.74 829.92 1011.42 303.619 1975.33 508.691 263.786 9184.66 7527.2 583.246 439.093 6943.96 2562.21 1657.46 144.153 21.3773 20.3745 1.00288 internal_count=911180 910873 884508 882806 676598 94945 206208 74169 132039 17890 57676 27442 71295 30234 37269 11805 70332 11033 13339 581653 449687 34110 18969 415577 105517 131966 15141 1741 1636 105 is_linear=0 shrinkage=0.01 Tree=607 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 10 9 9 9 9 4 4 9 1 1 9 1 1 1 2 10 9 9 1 10 2 9 9 split_gain=1461.08 1051.69 110.665 61.2613 56.3976 40.3204 40.2324 40.1943 47.0436 24.9885 18.7791 17.5655 16.1674 17.2302 15.4065 15.261 40.9668 18.3749 15.0202 17.6023 16.7165 13.67 13.0958 12.7364 12.6989 12.4769 12.1977 13.907 21.4407 23.4009 threshold=0.99989646673202526 3.4846319977077662e-05 0.0035319819580763002 8.8294510192099562e-07 4.8650000000000011 0.99998754262924205 4.0250000000000012 0.98755538463592529 3.9350000000000005 6.0750000000000011 3.0850000000000004 4.8950000000000005 11.500000000000002 7.5000000000000009 5.285000000000001 0.39938650306748474 0.39593646864686471 4.455000000000001 0.48130677847658981 0.51363749070171105 0.74095860566448812 0.33248299319727892 0.00032736793218645006 3.1750000000000003 2.7650000000000001 0.24165739710789766 0.99766892194747936 0.27320574162679429 6.1150000000000011 6.2350000000000012 decision_type=2 2 2 2 10 2 8 2 10 10 10 10 8 10 10 2 2 10 2 2 2 2 2 10 10 2 2 2 10 10 left_child=1 3 6 -1 7 24 -3 10 -9 -5 -4 25 13 26 22 16 17 -12 -17 -20 21 -21 -8 -22 -2 -6 27 28 -13 -30 right_child=5 2 4 9 11 -7 14 8 -10 -11 15 12 -14 -15 -16 18 -18 -19 19 20 23 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0093020834256370109 0.0084553363536425639 -0.003598040702775532 -0.0010548676846961823 -0.0064386056164664205 0.0010190497573462571 0.0096636204661129012 -0.0030703619043440651 0.0040522490785955857 -0.0027449325482172566 -0.0017040384091182627 0.0014538854117056147 0.00072165893029765154 0.011286316024860599 -0.011187558436330139 0.00051692289203961303 -0.0027805844460246864 0.025946847943914515 -0.0012057364622777799 0.001702646723395156 -0.0063143371221445676 -0.0057234884733756994 -0.0014681691570916226 -0.00076897046576992784 0.001610379891795603 0.0036045434348207579 0.0060549397182838626 0.0029215116007287553 0.0013690397575171517 -0.0075084317958928554 -0.00037960843471967142 leaf_weight=1023.1841243983945 81.345709459856153 844.95532214641571 2470.2598567269742 941.07939802575856 79.2110406877473 1384.5337044526823 381.64375122846104 420.58361255005002 134.34761767834425 126.4545201852452 1013.9524651905522 927.53551722783595 15.790641339495776 11.291079909540711 518.24210898228921 257.89282546937466 6.4950142838060847 349.2412138832733 360.83327800314873 69.861863415688276 26.198268078267574 348.89381357468665 702.19983761943877 246.34195607341826 160.35598939843476 129.85042896959931 370.58024755120277 3186.1995126595721 70.755790859460831 131.85517321154475 leaf_count=365205 5905 29501 16762 182488 579 115548 36761 12092 869 22933 7606 6522 126 115 28739 2683 41 3512 2601 787 153 3558 24876 1892 3878 1102 4509 28448 540 849 internal_value=0 -0.000968164 8.48605e-05 -0.00755361 0.000526309 0.00900572 -0.00183244 -0.000150395 0.00240667 -0.00587777 -0.000425929 0.00131048 0.00118469 0.00115074 -0.00090124 0.00015385 0.000891884 0.000772508 -0.000617798 -8.76663e-05 -0.00102215 -0.00227667 -0.00157934 0.000905403 0.0052371 0.0041469 0.00118046 0.00103098 7.79066e-05 -0.00286914 internal_weight=0 15165.7 13075 2090.72 10628 1626.24 2447.04 5704.9 554.931 1067.53 5149.97 4923.07 4714.01 4698.22 1602.09 2679.71 1369.69 1363.19 1310.02 1052.13 691.296 418.756 1083.84 272.54 241.702 209.061 4686.93 4316.35 1130.15 202.611 internal_count=911180 785849 215223 570626 95346 125331 119877 52556 12961 205421 39595 42790 41109 40983 90376 22833 11159 11118 11674 8991 6390 4345 61637 2045 9783 1681 40868 36359 7911 1389 is_linear=0 shrinkage=0.01 Tree=608 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 10 9 9 9 3 9 4 0 4 9 9 9 3 9 2 9 10 9 10 9 9 3 4 split_gain=1443.52 1039.4 108.6 61.4323 55.2592 40.4673 39.6597 39.5182 43.0508 24.8314 20.9049 29.627 17.189 15.9083 19.1664 18.1442 30.0763 20.3152 16.9846 15.2678 15.1268 14.3122 15.9777 14.2885 18.8143 12.9021 12.6675 12.248 11.0408 10.8119 threshold=0.99989646673202526 3.4846319977077662e-05 0.0035319819580763002 8.8294510192099562e-07 4.8650000000000011 0.99998754262924205 4.0250000000000012 0.97252115607261669 3.6650000000000005 6.0750000000000011 3.0850000000000004 28.500000000000004 4.8950000000000005 11.500000000000002 1.0000000180025095e-35 2.5000000000000004 7.5550000000000006 8.3400000000000016 7.6450000000000005 23.500000000000004 5.285000000000001 0.96352549889135264 5.0150000000000006 0.99766892194747936 6.6150000000000011 0.00032736793218645006 3.2350000000000008 1.3750000000000002 18.500000000000004 1.5000000000000002 decision_type=2 2 2 2 10 2 8 2 10 10 10 8 10 8 2 10 10 10 10 10 10 2 10 2 8 2 10 10 10 10 left_child=1 3 6 -1 7 26 -3 10 27 -5 -4 -12 19 14 15 -14 21 -18 -16 -6 25 22 -17 -24 -25 -8 -2 -9 -28 -13 right_child=5 2 4 9 12 -7 20 8 -10 -11 11 29 13 -15 18 16 17 -19 -20 -21 -22 -23 23 24 -26 -27 28 -29 -30 -31 leaf_value=-0.0092947921881264862 0.0077357794092532189 -0.0035737196544337962 -0.0011402872902702816 -0.0064147538259856267 -0.0046689742986600743 0.0096567710699191484 -0.003048442917084105 0.0060123765534878986 -0.001515846769890912 -0.0016898404971497775 -0.0020870649510227653 0.0010693686000544786 0.0017369963251327696 0.011208887832563208 -0.00046214649677197818 -0.0051472342435179095 -0.0078761552357767602 0.00092793833968130165 0.0060589276936954175 0.0049335912481457524 0.00051150692889034323 -0.0047183226985307919 0.002721385693601433 -0.0014032936616119097 -0.025212910414224243 -0.00076176090079031538 0.0090583319234064947 0.0026278961001985237 0.0017127602498007448 -0.00061057093666415797 leaf_weight=1013.7939455452142 108.77148572681472 842.2124480989296 2392.9839457664639 935.16252505849116 18.12833459675312 1371.7247619535774 380.54948974912986 156.72682230360806 232.56233430281281 126.24288171017542 479.32047688215971 1601.9104340588674 3239.5817915005609 15.740972185507415 869.77496261335909 32.595974483527243 74.48755444958806 40.437227759510279 41.863338209688663 191.12288899812847 518.49082209100015 40.046958051621914 334.01983921416104 22.264140211045746 3.9001904353499404 701.75946121569723 25.332237153314054 336.50169396214187 106.43308273237199 503.52286127954721 leaf_count=365205 6900 29501 15392 182488 158 115548 36761 7918 1454 22933 4520 12271 28065 126 6433 559 781 301 379 1523 28739 300 4000 142 23 24876 631 5472 2252 5529 internal_value=0 -0.000959795 8.40365e-05 -0.0075343 0.000521071 0.00899335 -0.00181713 -0.000148926 0.00203098 -0.00585278 -0.000466771 0.000156774 0.00129714 0.00117267 0.00113905 0.00145239 -0.000230884 -0.00477836 -0.000162692 0.00410168 -0.000892957 0.000976568 0.00155721 0.00216394 -0.00495248 -0.00156578 0.00520999 0.00370334 0.00312497 0.000667604 internal_weight=0 15145.7 13070.5 2075.2 10627.5 1612.26 2443.01 5703.53 725.791 1061.41 4977.74 2584.75 4923.96 4714.71 4698.97 3787.33 547.752 114.925 911.638 209.251 1600.8 432.827 392.78 360.184 26.1643 1082.31 240.537 493.229 131.765 2105.43 internal_count=911180 785849 215223 570626 95346 125331 119877 52556 14844 205421 37712 22320 42790 41109 40983 34171 6106 1082 6812 1681 90376 5024 4724 4165 165 61637 9783 13390 2883 17800 is_linear=0 shrinkage=0.01 Tree=609 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 0 1 10 10 10 2 4 2 2 10 2 10 2 10 2 1 4 2 1 0 1 0 2 split_gain=1426.17 1027.24 106.57 61.6006 48.4643 40.609 15.6281 11.5739 11.1912 10.7319 10.4695 9.56787 8.40379 8.39864 8.18477 8.14161 8.11619 8.17028 7.78264 7.6816 8.11348 7.99353 7.0929 6.19043 6.70392 6.18061 18.2493 13.8391 9.00619 8.84464 threshold=0.99989646673202526 3.4846319977077662e-05 0.0035319819580763002 8.8294510192099562e-07 0.94052824378013633 0.99998754262924205 0.00017857718921725002 1.0000000180025095e-35 0.41476388168137007 0.99766892194747936 5.1029428504989491e-06 0.068259380757808671 0.68457101658255237 4.5000000000000009 0.8185736677115989 0.8185736677115989 0.094556797295808764 0.68091632946090597 0.99999946355819713 0.47637648809523808 0.65440738201141369 0.20112359550561798 0.52960654460459688 2.5000000000000004 0.6453654552878727 0.35025773195876292 1.0000000180025095e-35 0.40758719884933481 1.0000000180025095e-35 0.69264507422402166 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 left_child=1 3 6 -1 7 -2 14 8 12 25 22 -10 13 16 -3 -8 -4 -18 -7 21 -21 -9 -5 24 -11 28 -27 -28 29 -6 right_child=5 2 4 10 9 18 15 19 11 23 -12 -13 -14 -15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-0.0092874461868662911 0.0051830645811457758 -0.0036944976603030259 0.00050492056779523147 -0.0061220451712527685 0.0046784781378649441 0.0080085801942371068 -0.0016293972899457645 -0.00068246494591601449 -0.00087388385989908715 0.0039048704938298728 -0.0049120070048446225 0.00035203665944499515 0.0003944254361551676 -0.005779357319881705 -0.00054268010761373154 0.00019617854073591785 0.0020068273053688765 0.0097556244050944572 0.009998796761542238 -0.00025127012984339065 0.0019254756724741428 -0.0031947902195949346 -0.0087705690340299566 0.00039616513702868389 0.0015183452189934396 2.6289069442301043e-05 -0.010691784130753034 0.0045440316182311551 0.00036546187198381597 0.0018185807413586392 leaf_weight=1004.4964529557619 239.37653034646064 512.17269640206359 491.11974511574954 339.40937515185215 168.48298925720155 238.25083892745897 1538.2488782391883 1056.7221668064594 959.02518454566598 433.80810345243663 571.90677245310508 1893.8224077057093 2051.7308715665713 15.988091571256517 98.186874278821051 290.41400619829074 773.01371559873223 13.850996837019919 1120.7878750269301 866.80137790180743 213.38932154513896 143.8892886210233 144.02102242608089 86.62224957998842 161.53477487806231 632.958874899894 6.2205006368458262 143.33349450584501 213.25915658008307 301.92306048981845 leaf_count=365205 9783 47302 6277 84286 1354 17679 55184 6924 13940 9571 88563 11569 17133 146 7995 9396 4340 82 97869 5895 1365 1160 32572 1170 2725 5244 51 1923 2376 2101 internal_value=0 -0.000951457 8.32184e-05 -0.0075149 0.000515862 0.00898095 -0.00180193 0.000175966 0.000400074 0.00185753 -0.00582775 -6.00739e-05 0.000792437 0.00142353 -0.00318747 -0.00133947 0.00151364 0.00214323 0.0096499 -0.000433092 0.000178741 -0.000983559 -0.00691108 0.00289391 0.00325733 0.00137548 0.000768605 0.00391032 0.0020701 0.0028429 internal_weight=0 15126.4 13066.5 2059.83 10627.5 1598.42 2439.02 8479.35 6198.55 2148.14 1055.34 2852.85 3345.7 1293.97 610.36 1828.66 1277.98 786.865 1359.04 2280.8 1080.19 1200.61 483.43 681.965 595.343 1466.18 782.513 149.554 683.665 470.406 internal_count=911180 785849 215223 570626 95346 125331 119877 68831 53487 26515 205421 25509 27978 10845 55297 64580 10699 4422 115548 15344 7260 8084 116858 13466 12296 13049 7218 1974 5831 3455 is_linear=0 shrinkage=0.01 Tree=610 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 9 10 10 9 9 9 3 5 9 5 9 9 10 5 5 4 4 3 10 3 10 5 9 9 9 split_gain=1409.03 1015.16 104.614 61.7648 56.3984 40.8215 40.767 39.3025 42.3972 24.8126 22.2754 29.2484 23.06 17.3875 17.373 20.7163 18.2449 18.4781 16.0115 15.2158 14.5536 17.2943 13.8991 13.7535 13.5834 13.4637 14.5582 39.116 25.3298 22.6803 threshold=0.99989646673202526 3.4846319977077662e-05 0.0023884368129074005 8.8294510192099562e-07 4.8650000000000011 3.9350000000000005 0.99998754262924205 0.97252115607261669 3.6650000000000005 6.0750000000000011 3.0850000000000004 28.500000000000004 216.50000000000003 4.8950000000000005 14.500000000000002 5.995000000000001 6.0250000000000012 9.4236969744088142e-05 408.50000000000006 152.50000000000003 11.500000000000002 7.5000000000000009 23.500000000000004 0.00032736793218645006 19.500000000000004 0.99766892194747936 6.5000000000000009 6.1150000000000011 6.1250000000000009 5.3550000000000013 decision_type=2 2 2 2 10 8 2 2 10 10 10 8 2 10 2 10 10 2 2 2 8 10 10 2 10 2 2 10 10 10 left_child=1 3 5 -1 7 -3 -2 10 -9 -5 19 12 -12 22 23 -16 17 -17 20 -4 21 25 -6 -7 -25 26 27 -15 -29 -28 right_child=6 2 4 9 13 14 -8 8 -10 -11 11 -13 -14 18 15 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 29 28 -30 -31 leaf_value=-0.0092800449741212484 0.0051554602414089759 -0.0038785277865081213 -0.0013366239106232408 -0.0063690104942525985 -0.0042323088915036449 -0.0031808062268817317 0.0096430167251785864 0.0036635993743962172 -0.0015207904799870657 -0.0016271294016129048 -0.002614432430547865 0.00064816627912694447 0.0062424397610058927 0.0010917857125780155 -0.00059490574157422278 0.085139578181288866 0.0037845700872820567 0.016236824535843505 -0.0035976049873626802 0.0024377440407033529 0.01072588690157774 -0.011112389891413802 0.0048262659567653229 -0.0049263983352153956 -0.00019319104626627076 0.0030564088177497694 0.00024345887949705822 -0.0084066883248446501 -0.0012615992405402324 0.002663945046117543 leaf_weight=995.29073949507438 238.2572937598452 720.1507278047502 2394.8023074250668 924.00743390014395 18.542513675056398 383.5440751418937 1346.471422996372 490.68528143502772 232.47247140854597 125.31555042334367 461.8635694840923 2159.6853742906824 31.394968035630882 2297.5299908155575 333.33770237653516 0.52440522983670179 113.7118379031308 1.5097141917794941 70.545330688357353 111.79432551935315 15.990176465362309 11.437129247002302 195.7688555130735 68.65384959243238 518.85954739153385 360.58987741544843 609.98100413195789 58.138124741613865 338.45572301745415 1059.5471747098491 leaf_count=365205 9783 26320 15755 182488 174 30341 115548 13390 1454 22933 4609 19354 380 18788 33388 39 4693 73 945 714 133 122 1655 2079 16486 4463 8578 452 2254 8584 internal_value=0 -0.000943369 8.24298e-05 -0.00749543 0.000478683 -0.00193915 0.00896833 -0.000186307 0.00199698 -0.00580271 -0.000492315 0.000146368 -0.00205071 0.0012554 -0.000955699 0.000670714 0.00431558 0.0340003 0.00113153 -0.00116829 0.00120174 0.00116958 0.00404251 -0.00170786 -0.00074629 0.00119932 0.00104585 0.000591163 -0.00230902 0.00177959 internal_weight=0 15104.1 13059.5 2044.61 10919.2 2140.29 1584.73 5882.7 723.158 1049.32 5159.54 2652.94 493.259 5036.53 1420.14 449.084 115.746 2.03412 4822.21 2506.6 4751.67 4735.68 214.311 971.057 587.513 4724.24 4363.65 2694.12 396.594 1669.53 internal_count=911180 785849 215223 570626 101804 113419 125331 55656 14844 205421 40812 24343 4989 46148 87099 38193 4805 112 44319 16469 43374 43241 1829 48906 18565 43119 38656 21494 2706 17162 is_linear=0 shrinkage=0.01 Tree=611 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 10 9 9 9 9 4 4 1 1 9 1 1 1 9 2 9 9 10 1 10 2 9 10 split_gain=1392.06 1003.23 102.722 61.9272 52.9104 40.923 38.5532 37.6583 45.2513 24.6514 17.6487 16.4833 15.4445 16.6155 14.8315 39.7645 17.9709 14.7776 17.1508 16.3419 14.6696 13.4731 12.8004 12.5133 12.4635 12.1197 11.6835 13.3469 20.7375 18.6655 threshold=0.99989646673202526 3.4846319977077662e-05 0.0035319819580763002 8.8294510192099562e-07 4.8650000000000011 0.99998754262924205 4.0250000000000012 0.98755538463592529 3.9350000000000005 6.0750000000000011 3.0850000000000004 4.8950000000000005 11.500000000000002 7.5000000000000009 0.39938650306748474 0.39593646864686471 4.455000000000001 0.48130677847658981 0.51363749070171105 0.74095860566448812 5.285000000000001 0.33248299319727892 2.7650000000000001 3.1750000000000003 0.00032736793218645006 0.24165739710789766 0.99766892194747936 0.27320574162679429 5.8350000000000009 0.8784809708595277 decision_type=2 2 2 2 10 2 8 2 10 10 10 10 8 10 2 2 10 2 2 2 10 2 10 10 2 2 2 2 10 2 left_child=1 3 6 -1 7 22 -3 10 -9 -5 -4 25 13 26 15 16 -12 -16 -19 21 24 -20 -2 -21 -8 -6 27 28 29 -13 right_child=5 2 4 9 11 -7 20 8 -10 -11 14 12 -14 -15 17 -17 -18 18 19 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0092725880918439335 0.0084060881385719498 -0.0035130771703618868 -0.001025510639514986 -0.0063449961922053865 0.00092610941472846516 0.0096360859992645903 -0.0029903131978296993 0.0039677598351837559 -0.0027037496413401469 -0.0016134500097745828 0.0014290922260841255 -4.1320065264525274e-05 0.011063698022165048 -0.011058246239577308 -0.0027616457175222964 0.025467227416817239 -0.0012013147469316942 0.0016777663620400343 -0.0062707103157104808 -0.0056793202926274603 0.00052150358874876023 -0.0014518408939005697 0.0034813684461219596 0.0015913537825989785 -0.00073645411860238247 0.0058861081827497877 0.0028498288320851156 0.0013244492071662133 -0.0024835830327943169 0.0033582637498666325 leaf_weight=986.17590706085321 79.287621693685651 835.39357621502131 2469.8928991854191 918.25841938634403 79.233366506174207 1334.0278268121183 377.67876514210366 415.76295944303274 134.5759854465723 125.11524805391673 1014.4514260040596 667.54977409821004 15.641055291518567 11.194541306234894 257.54905689507723 6.5429428890347472 349.11594157665968 360.8882882874459 69.608058277517557 26.186896938830614 517.9995439350605 348.51149981841445 157.86108458321542 246.4064151449129 700.24857247434556 130.24265611264855 367.96072105690837 3189.8823464689776 249.73800448700786 213.05170990526676 leaf_count=365205 5905 29501 16762 182488 579 115548 36761 12092 869 22933 7606 4890 126 115 2683 41 3512 2601 787 153 28739 3558 3878 1892 24876 1102 4509 28448 1689 1332 internal_value=0 -0.000935174 8.16253e-05 -0.00747585 0.000505967 0.00895563 -0.00177259 -0.000150011 0.00233636 -0.00577762 -0.000415753 0.00126518 0.00114323 0.00111022 0.000146356 0.000873636 0.000755626 -0.00061479 -8.90005e-05 -0.00101211 -0.000861531 -0.00225408 0.00512789 0.000892891 -0.00152615 0.00401001 0.00113927 0.000993582 5.98542e-05 0.000781171 internal_weight=0 15084.9 13055.3 2029.55 10624 1571.18 2431.32 5699.49 550.339 1043.37 5149.15 4924.49 4715.02 4699.38 2679.26 1370.11 1363.57 1309.15 1051.6 690.713 1595.93 418.12 237.149 272.593 1077.93 209.476 4688.18 4320.22 1130.34 880.601 internal_count=911180 785849 215223 570626 95346 125331 119877 52556 12961 205421 39595 42790 41109 40983 22833 11159 11118 11674 8991 6390 90376 4345 9783 2045 61637 1681 40868 36359 7911 6222 is_linear=0 shrinkage=0.01 Tree=612 num_leaves=31 num_cat=0 split_feature=9 5 2 2 2 5 4 9 2 5 2 2 2 5 9 5 9 4 2 2 9 9 9 9 2 9 5 2 5 9 split_gain=54.8243 11.7711 12.4941 15.006 13.7689 14.3794 11.4134 13.2129 16.0578 16.9238 14.8173 24.1772 28.8627 20.9864 14.1565 35.8881 15.331 12.9981 16.0937 34.6957 24.4528 14.0272 12.4057 20.679 40.2515 12.9184 12.0093 16.2411 11.8971 11.972 threshold=1.3750000000000002 190.50000000000003 0.85379556042751448 0.87577160493827166 0.72509541984732839 25.500000000000004 2.5000000000000004 5.4850000000000012 0.37341365461847392 446.50000000000006 0.41625412541254131 0.45488466757123475 0.45848997493734339 1.0000000180025095e-35 4.3750000000000009 25.500000000000004 4.7650000000000006 1.5000000000000002 0.16749174917491746 0.13453458306399482 4.8850000000000007 4.7750000000000012 5.535000000000001 5.5250000000000012 0.38119783996072654 5.7950000000000008 1.5000000000000002 0.60061349693251542 212.50000000000003 4.0850000000000009 decision_type=10 2 2 2 2 2 10 10 2 2 2 2 2 2 10 2 10 10 2 2 10 10 10 10 2 10 2 2 2 10 left_child=1 2 4 -4 -1 -6 7 14 -9 10 22 -12 13 -13 28 16 -16 21 19 -19 -21 26 23 -10 -25 -24 27 -18 -2 -30 right_child=6 -3 3 -5 5 -7 -8 8 9 -11 11 12 -14 -15 15 -17 17 18 -20 20 -22 -23 25 24 -26 -27 -28 -29 29 -31 leaf_value=0.0014136200417100139 -4.0264693838049975e-05 0.0075370641810494111 0.010623996130299363 0.0026758713223736549 0.00066654809597913034 -0.0055141302756104285 -0.0010372801267511541 -0.00073411150578671955 0.0095820229541231667 -0.0048711055180700987 -0.0051839429046216991 0.029762710883581879 0.0011295032643109479 -0.0025248779817116252 -0.0016418822355917029 -0.0024413400722938577 0.00079898105190109848 -0.00021599826866414683 -0.0019475822072921656 0.063556596456011721 0.011875187805410446 0.0002713740442733652 -0.0043909998119776583 0.095802899079891812 -0.010539887438977524 0.0054218428334033833 -0.0037136932238233961 0.02139229528052505 0.0028369112873938714 -0.0040886093840047568 leaf_weight=1776.9501270260662 5350.5131755896145 31.681407491676509 28.03255217615515 155.63341060047969 100.8013425366953 60.074966745451093 1540.664200242958 700.69219653855544 9.4936374006792867 46.743303043418564 61.01448997494299 6.0524886567145568 1489.9241202947451 3.0163852203404531 666.5758849971462 929.59021026780829 6.517812714912 103.48321647313423 550.99850685324054 0.96466817427426832 17.963611062150449 2607.5498118061805 16.26725974434521 0.82817391119897432 0.62419775116723031 76.536468968959525 6.0048598714638493 9.2857725119683874 240.40041402122006 27.852973689790815 leaf_count=76950 158259 813 701 6660 3392 1673 156519 34430 613 4656 6803 65 100886 563 33752 131260 204 5562 46811 37 375 124231 1218 20 55 2280 317 149 9265 2661 internal_value=0 0.0014866 0.00139625 0.00388898 0.00115999 -0.00164146 -0.000223689 -0.000126738 0.000540933 0.00106324 0.00122997 0.000986598 0.00123776 0.0190236 -0.000279802 -0.000672707 -0.000258506 2.06911e-05 -0.00121892 0.00206092 0.0145091 0.000338171 0.00488936 0.014958 0.0500991 0.00370178 0.00832482 0.0128991 6.27679e-05 0.00211783 internal_weight=0 2153.17 2121.49 183.666 1937.83 160.876 14469.6 12928.9 2411.19 1710.5 1663.76 1560.01 1498.99 9.06887 10517.7 4898.93 3969.34 3302.77 673.41 122.411 18.9283 2629.36 103.75 10.946 1.45237 92.8037 21.8084 15.8036 5618.77 268.253 internal_count=911180 90189 89376 7361 82015 5065 820991 664472 151589 117159 112503 108317 101514 628 512883 342698 211438 177686 52785 5974 412 124901 4186 688 75 3498 670 353 170185 11926 is_linear=0 shrinkage=0.01 Tree=613 num_leaves=31 num_cat=0 split_feature=9 4 9 2 9 2 2 9 0 2 2 2 2 2 2 9 9 4 9 9 2 9 2 2 2 0 9 9 2 2 split_gain=53.7515 11.1916 12.9501 15.7354 13.9435 18.0488 23.818 21.781 18.05 17.5223 14.594 16.6744 13.576 24.2801 28.5558 13.1022 13.005 14.1312 11.7409 19.8562 36.1935 12.1895 11.1582 18.6423 12.0748 13.1392 10.9837 10.8092 10.6418 14.8164 threshold=1.3750000000000002 2.5000000000000004 5.4850000000000012 0.37341365461847392 4.9750000000000005 0.39415279556124627 0.38913470993117016 5.1750000000000007 1.0000000180025095e-35 0.63178947368421057 0.50155279503105599 0.4817045961624275 0.41625412541254131 0.45488466757123475 0.45848997493734339 5.745000000000001 5.1250000000000009 1.5000000000000002 5.535000000000001 5.5250000000000012 0.38119783996072654 5.7950000000000008 0.86391694725028068 0.87577160493827166 0.72509541984732839 1.0000000180025095e-35 1.3750000000000002 5.2550000000000008 0.95260557053009898 0.94754041967664271 decision_type=10 10 10 2 10 2 2 10 2 2 2 2 2 2 2 10 10 10 10 10 2 10 2 2 2 2 8 10 2 2 left_child=22 2 4 -4 -2 6 8 -8 16 10 11 -7 18 -14 15 -15 17 -6 19 -5 -21 -20 24 -24 -1 26 -26 -3 29 -29 right_child=1 27 3 12 5 9 7 -9 -10 -11 -12 -13 13 14 -16 -17 -18 -19 21 20 -22 -23 23 -25 25 -27 -28 28 -30 -31 leaf_value=0.0014974154664845669 -5.1849481318618646e-05 -0.0020071313064544986 -0.0007267949429076722 0.0089799912341248598 0.0001986373190414733 -0.0035912517072232159 0.023920921124606264 -0.0065055947091041035 -0.0017150721709640415 -0.00059850984754391396 -0.0040880588245735235 0.0002626737402833697 -0.00528975860365002 0.026882348320961823 0.00096676871751022291 0.0011086768568451956 0.0020692604283964263 -0.0064291227386195915 -0.0044414409765394635 0.089318529792789272 -0.010534574540316975 0.005034048026724248 0.012385076304096715 0.0026413638891199043 0.0041095686506671019 0.0052807766617560415 -0.003571098188603235 -0.00015988876606238902 -0.0040562683389239601 0.010748827582956236 leaf_weight=1799.4903792417608 7606.0047112304019 650.40704514773097 700.66865804209374 9.7572696525603497 211.76590953592677 196.1656404142268 7.771744830417445 3.3742138951784 384.040456995368 1028.3971703677671 354.13664939824957 262.48346248839516 62.426758967223577 6.2278221583692339 1533.9779551974498 2.8865857576020062 423.41475643392187 37.931801868835464 16.456399188493378 0.87914337031543321 0.61829699133522809 77.57417445757892 22.433121604379267 157.4757378147915 21.874095273204148 26.024658306501806 125.11159284319729 807.09994390793145 69.904556932859123 12.645817081327548 leaf_count=77468 285756 61344 34430 617 11229 23874 328 310 16674 85783 45948 16352 6953 136 105282 498 23797 2832 1273 20 55 2325 495 6703 530 1584 3409 89453 5301 421 internal_value=0 -0.000221497 -0.000125496 0.000535444 -0.000277066 -0.000865831 0.000168165 0.0147099 1.48462e-05 -0.00146578 -0.00256312 -0.00138566 0.0010524 0.000824281 0.00107163 0.0187197 0.00100184 -0.000808192 0.00453105 0.0141834 0.0480889 0.00337573 0.00147226 0.00385632 0.00125481 -0.00126849 -0.00242808 -0.00102731 -0.000310988 8.39467e-06 internal_weight=0 14467 12927 2411.47 10515.5 2909.48 1068.3 11.146 1057.15 1841.18 812.786 458.649 1710.8 1605.52 1543.09 9.11441 673.112 249.698 105.285 11.2547 1.49744 94.0306 2152.41 179.909 1972.5 173.01 146.986 1540.06 889.65 819.746 internal_count=911180 820991 664472 151589 512883 227127 55170 638 54532 171957 86174 40226 117159 112869 105916 634 37858 14061 4290 692 75 3598 90189 7198 82991 5523 3939 156519 95175 89874 is_linear=0 shrinkage=0.01 Tree=614 num_leaves=31 num_cat=0 split_feature=9 5 0 2 3 9 5 2 9 2 2 0 9 3 9 2 2 5 2 9 5 9 9 2 9 5 9 5 5 5 split_gain=52.7013 11.5448 12.4414 11.5543 11.6252 10.4945 22.9985 18.8677 19.1569 21.6368 16.144 51.7669 25.0052 23.2683 28.7766 20.2415 21.6355 27.9283 24.8427 26.42 21.714 19.6497 18.288 15.4782 13.8426 13.7384 13.156 37.7554 13.0456 12.6591 threshold=1.3750000000000002 190.50000000000003 1.0000000180025095e-35 0.24165739710789766 28.500000000000004 5.4450000000000012 303.50000000000006 0.6072751322751323 7.6450000000000005 0.59943502824858774 0.16749174917491746 1.0000000180025095e-35 5.3950000000000005 25.500000000000004 2.5450000000000004 0.4817045961624275 0.51530771633864425 1.5000000000000002 0.58363746958637475 3.7050000000000005 1.0000000180025095e-35 2.6250000000000004 5.0250000000000012 0.48846085567193326 4.745000000000001 84.500000000000014 5.3550000000000013 336.50000000000006 210.50000000000003 6.5000000000000009 decision_type=10 2 2 2 8 10 2 2 10 2 2 2 10 8 10 2 2 2 2 10 2 10 10 2 10 2 10 2 2 2 left_child=1 2 3 -1 -5 10 29 8 9 -8 11 13 15 -2 -15 -12 17 20 19 28 24 -16 -22 -24 -17 -13 -20 -28 -18 -7 right_child=5 -3 -4 4 -6 6 7 -9 -10 -11 12 25 -14 14 21 16 18 -19 26 -21 22 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.00075535496672243189 -0.0028676559345029535 0.0074471823942885394 0.0023866810953720266 0.0036468450381664415 0.00083787498833487592 -0.00022555996323898406 -0.0054637590868625721 -0.0081132929326187889 0.015288153555114472 0.010343866939890249 -0.0013299111773958834 -0.00083117775128159531 -0.0048650128600625535 -0.0042272877390194712 0.0097494534595627663 0.0011938603564233174 -0.00075532367334503665 -0.0013286477904702347 -0.00031559069532957786 -0.0037512458804461052 0.002348401554498484 0.0026241873870030421 0.039332321570659828 0.0072944445391731443 -0.002685608144514926 -0.012446052517272259 0.0014065343138573794 0.022918524288444122 0.0053158413208262353 0.0010382718481837018 leaf_weight=355.71378759527579 88.314155501429923 31.711540838237852 766.30556712672114 179.69596796808764 818.14643235970289 1510.6041724176612 41.85662484948989 58.176299721817486 7.1132525319699189 10.917292587459086 2186.543566202512 1357.9738369912375 133.17635018972214 59.626619718968868 40.548842335119843 297.28752972069196 274.27987721096724 420.85468000883702 4111.3268761107465 448.25727738218848 559.76132244523615 850.6359065391589 1.5470383598003525 59.709637428750284 133.1791740990011 10.260718364967031 85.802319963928312 9.0159300293307734 40.636960786301643 1667.3120705556357 leaf_count=11587 3196 813 39003 8174 30612 65233 7663 8963 159 357 138713 42868 17093 1355 524 8222 8516 25781 236091 44879 17124 19107 28 1853 5814 254 8446 619 1268 156865 internal_value=0 0.00145811 0.00136852 0.000792089 0.00134373 -0.000219323 0.00027651 -0.00405731 -0.000117204 -0.00219365 -0.000365647 0.000359656 -0.000564939 0.00204234 0.00249839 -0.000498567 -0.000216377 0.000848328 -0.000531834 -0.00219173 0.00171966 0.00294839 0.00291609 0.00810356 -6.38209e-06 -0.00091828 -0.000230658 0.00345203 2.81012e-05 0.000437517 internal_weight=0 2151.57 2119.86 1353.56 997.842 14464.7 3295.98 118.063 59.8872 52.7739 11168.7 2407.36 8761.38 1039.13 950.811 8628.2 6441.66 1472.34 4969.32 763.174 1051.48 891.185 621.018 61.2567 430.467 1368.23 4206.15 94.8182 314.917 3177.92 internal_count=911180 90189 89376 50373 38786 820991 239240 17142 8179 8020 581751 67304 514447 24182 20986 497354 358641 58822 299819 54663 33041 19631 19005 1881 14036 43122 245156 9065 9784 222098 is_linear=0 shrinkage=0.01 Tree=615 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 10 9 9 9 3 5 5 9 9 9 10 5 0 4 1 9 1 10 9 1 1 1 5 split_gain=1373.35 989.794 100.953 62.0846 54.8359 41.0834 39.7698 37.9265 40.8056 24.4057 22.3334 28.5687 22.543 17.1874 19.7782 17.1287 16.7186 15.8422 15.4057 15.0307 22.9103 18.4126 22.5414 22.0612 18.9001 16.7615 19.235 16.2791 14.9822 14.783 threshold=0.99989646673202526 3.4846319977077662e-05 0.0023884368129074005 8.8294510192099562e-07 4.8650000000000011 0.99998754262924205 3.9350000000000005 0.97252115607261669 3.6650000000000005 6.0750000000000011 3.0850000000000004 28.500000000000004 216.50000000000003 14.500000000000002 5.995000000000001 6.0250000000000012 4.8950000000000005 9.4236969744088142e-05 408.50000000000006 1.0000000180025095e-35 9.5000000000000018 0.72245564892623726 5.7950000000000008 0.83424908424908439 0.99766892194747936 5.2550000000000008 0.54583651642475173 0.7003401360544218 0.46446608946608953 152.50000000000003 decision_type=2 2 2 2 10 2 8 2 10 10 10 8 2 2 10 10 10 2 2 2 8 2 10 2 2 10 2 2 2 2 left_child=1 3 6 -1 7 -2 -3 10 -9 -5 29 12 -12 -8 -15 17 -6 -16 19 21 -21 25 23 -23 -24 26 28 -27 -18 -4 right_child=5 2 4 9 16 -7 13 8 -10 -11 11 -13 -14 14 15 -17 18 -19 -20 20 -22 22 24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.0092640647295079998 0.0050974100573423003 -0.0038313420073703766 -0.0013298063012152487 -0.0063178614448436247 0.0039668182206068856 0.0096287630231263154 -0.0016884770081719664 0.0036089429097750508 -0.0014805148445175688 -0.0016061837884602712 -0.0025799486887217453 0.00064879609101648589 0.00616644045527896 -0.00056389537800299221 0.077516994345586121 0.003705084965444225 0.00074564418060500519 0.01577987319029717 -0.0035370880498740154 -0.00013251457896547227 0.013084963442197629 -0.0016439110988398131 -0.0051215826698752954 0.0041981659766944911 0.0016320403747468223 0.0021882568475369941 0.0033611991833993847 0.010928599493509369 -0.0025833128949942774 0.0023899952527837382 leaf_weight=975.84289590094704 235.82569750770926 715.33757406682707 2393.3536375463009 911.75601619679946 214.5653789145872 1320.1347003257833 968.66892964881845 487.21812930237502 232.81055264547467 125.00943112780806 460.85408316459507 2158.6805246556178 31.481181190349162 332.24278652272187 0.56985819526016657 114.32861700421199 892.53434982150793 1.5359066240489481 70.179063463583589 931.27570271957666 13.301250059157608 120.36537246499211 132.95047708973289 139.61640452966094 60.200016131624579 2035.6181080508977 243.34287471882999 21.535003085620701 159.32794512808323 111.8291481398046 leaf_count=365205 9783 26320 15755 182488 1829 115548 48906 13390 1454 22933 4609 19354 380 33388 39 4693 9393 73 945 7296 104 1212 958 1139 1323 17219 2667 192 1871 714 internal_value=0 -0.000926408 8.0736e-05 -0.00745371 0.000469682 0.00894198 -0.00190915 -0.000186527 0.00196334 -0.00574974 -0.000486741 0.000153032 -0.00202068 -0.000939021 0.000679012 0.00422562 0.00123556 0.0324871 0.00111398 0.00118269 5.361e-05 0.00146295 -0.000429025 0.00149342 -0.00301665 0.00171868 0.000827547 0.00227975 0.0002414 -0.00116376 internal_weight=0 15056.3 13043.7 2012.61 10911 1555.96 2132.68 5876.23 720.029 1036.77 5156.2 2651.02 492.335 1417.35 448.677 116.434 5034.81 2.10576 4820.25 4750.07 944.577 3805.49 453.132 259.982 193.15 3352.36 1295.21 2057.15 1051.86 2505.18 internal_count=911180 785849 215223 570626 101804 125331 113419 55656 14844 205421 40812 24343 4989 87099 38193 4805 46148 112 44319 43374 7400 35974 4632 2351 2281 31342 13931 17411 11264 16469 is_linear=0 shrinkage=0.01 Tree=616 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 5 2 10 2 5 10 10 0 10 2 2 5 2 5 2 4 5 5 2 0 5 10 split_gain=1356.79 978.107 99.1117 62.2408 45.7445 41.2364 15.1948 12.6843 11.9123 14.4249 10.6224 10.119 21.1306 10.1016 9.37631 9.1414 8.08634 7.96728 7.74249 7.34736 10.1693 7.09989 8.82125 7.91263 23.178 6.9685 6.83168 15.5058 18.6189 36.4861 threshold=0.99989646673202526 3.4846319977077662e-05 0.0035319819580763002 8.8294510192099562e-07 0.94052824378013633 0.99998754262924205 0.00017857718921725002 12.500000000000002 309.50000000000006 0.6586800573888093 5.1029428504989491e-06 0.19929078014184398 23.500000000000004 0.99766892194747936 0.18897357583045957 1.0000000180025095e-35 0.99999946355819713 0.8185736677115989 0.8185736677115989 37.500000000000007 0.82274865591397861 11.500000000000002 0.98089094449853953 3.5000000000000004 119.50000000000001 956.50000000000011 0.19929078014184398 1.0000000180025095e-35 31.500000000000004 1.1116698715341046e-05 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 left_child=1 3 6 -1 7 8 17 14 -2 -10 -5 12 -9 -6 -4 -14 -7 -3 -8 -19 -21 -12 26 -24 -25 -15 27 -23 -29 -30 right_child=5 2 4 10 13 16 18 11 9 -11 21 -13 15 25 -16 -17 -18 19 -20 20 -22 22 23 24 -26 -27 -28 28 29 -31 leaf_value=-0.0092564861699819638 0.0055363261241961319 -0.0036225741673252937 -0.00044860103963162786 -0.0068300315496286155 0.0013363412311887116 0.0079184616259676197 -0.0015723971647743638 0.0040438546195013672 0.0040944580215409058 -0.020902179721316125 -0.0056752294669786454 0.0010054601454909803 -0.0028333075631636218 0.0028742685373453016 0.00032368546878097469 -0.010735287849303174 0.0099847367954273257 -0.0021547768671748668 0.00020981900398296902 0.065906746792869009 0.0034165280877357825 0.00023145493512167063 0.0042272493316415994 -0.010059420820111298 0.17210749299074629 -0.014493917819204042 -0.0042174749045365131 -0.010098777272476806 -0.010087727253161222 0.15314696530170321 leaf_weight=966.92014699662104 225.09005581820384 506.74527400964871 3135.3507322371006 471.61018134502228 1461.5078637087718 229.75832780404016 1528.9586976179853 44.751028567552567 5.8265267405658943 3.8235946223139763 346.58084519510157 2042.1195237282664 86.013945894315839 673.64386346936226 3153.0259032715112 17.642908334732056 1078.1863367557526 71.802715037483722 289.99142771027982 0.26307601155713456 25.745976143749431 8.6603197206277365 9.7541773326229269 0.19196602026932019 0.10979219153523445 2.3180471882224074 193.08961302565876 0.38892041100189167 0.24764465354382992 0.30628961254842579 leaf_count=365205 9647 47302 29315 116858 13049 17679 55184 293 106 30 43413 21415 665 13452 16986 157 97869 5437 9396 33 2525 1249 974 36 23 14 42730 48 45 45 internal_value=0 -0.000918323 7.99456e-05 -0.00743395 0.000496488 0.00892914 -0.00174475 0.000166908 0.00506989 -0.00580977 -0.00572459 0.000822236 -0.00169896 0.00180387 -6.13724e-05 -0.00417826 0.00962177 -0.00311822 -0.00128826 -0.000505241 0.0040486 -0.00479251 -0.0033545 0.00578746 0.0562205 0.00281471 -0.00380805 0.00442416 0.0429351 0.0801704 internal_weight=0 15037.7 13039.9 1997.86 10616.4 1542.68 2423.51 8478.9 234.74 9.65012 1030.94 2190.53 148.408 2137.47 6288.38 103.657 1307.94 604.557 1818.95 97.8118 26.0091 559.33 212.749 10.0559 0.301758 675.962 202.693 9.60317 0.942855 0.553934 internal_count=911180 785849 215223 570626 95346 125331 119877 68831 9783 136 205421 22530 1115 26515 46301 822 115548 55297 64580 7995 2558 88563 45150 1033 59 13466 44117 1387 138 90 is_linear=0 shrinkage=0.01 Tree=617 num_leaves=31 num_cat=0 split_feature=4 3 1 5 4 4 1 5 5 2 1 2 1 2 5 4 5 4 5 5 2 1 2 2 5 5 2 2 5 5 split_gain=18.3126 13.5037 9.71371 11.5235 9.23698 8.54562 15.0839 8.4801 17.0921 17.2121 25.2634 49.954 13.3693 9.04312 8.10044 7.08167 6.92317 8.47859 7.66431 6.84169 7.20133 9.03828 6.73362 12.812 10.0555 13.6315 9.1402 17.0051 18.9814 17.7237 threshold=2.5000000000000004 42.000000000000007 0.63673020527859248 10.500000000000002 3.5000000000000004 4.5000000000000009 0.62532051282051293 438.50000000000006 188.50000000000003 0.47083130772970344 0.24494897959183673 0.77836257309941537 0.58847248576850109 0.76103179753406891 24.500000000000004 3.5000000000000004 894.50000000000011 6.5000000000000009 34.500000000000007 15.500000000000002 0.95260557053009898 0.20091743119266059 0.96784532671629464 0.92890109890109895 27.500000000000004 15.500000000000002 0.87439320388349528 0.87577160493827166 10.500000000000002 9.5000000000000018 decision_type=10 10 2 2 10 10 2 2 2 2 2 2 2 2 2 10 2 10 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 22 5 4 -4 7 16 8 14 12 11 13 15 -11 19 -10 18 -18 -7 -2 21 -21 23 26 25 -25 -1 28 29 -28 right_child=2 -3 3 -5 -6 6 -8 -9 9 10 -12 -13 -14 -15 -16 -17 17 -19 -20 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=3.5719065705077312e-05 -0.0010997809687241828 0.015301443878525174 -0.0010726998009492708 -0.00054259777791821815 -0.0062409994157764902 0.0011127166959645075 0.013684099438438522 -0.0080156957721714533 0.035270117979727574 0.041050524001058637 -0.0036099372015658271 -0.0023258972266253976 -0.011339610633365428 0.019935855463221418 -0.0030589616738186482 0.0092403361607475074 -0.010456971284110496 0.086476080752174028 -0.0039494828186641268 0.0070907301079127742 -0.012415532310911337 -0.00044978755621081433 0.00076992004408992778 -0.0026880725228926017 -0.0051822542327905454 0.0028921258986157744 0.0065470633297237514 0.00051448264188640321 -0.0013655607376071648 0.021730498114349565 leaf_weight=12922.820735829766 706.83052023081109 5.8472062465734771 51.83130106353201 136.74158360983711 103.90216215362307 225.62784250103869 8.9809851205209252 17.203590453369543 3.3712752806022754 2.5478354587685343 33.118329991819337 16.322229748475365 1.1033500301418824 9.94890063931234 201.84103958925698 1.5148278456181286 0.16079932660795648 0.20562932814937085 34.478908655466512 29.057660574559122 3.1955120188649735 35.093616121681407 1369.5049061620375 138.29566124384291 76.27669204166159 64.052141205407679 41.432075947755948 271.19552094023675 24.391144958208315 9.4395767149981094 leaf_count=664263 50139 265 3305 13446 5496 7614 128 3480 442 120 9223 2678 337 374 43849 323 28 17 11687 2066 132 4549 37326 9040 13294 3881 1502 20578 1463 135 internal_value=0 0.000107636 -0.00101083 -0.00266091 -0.00452088 -0.000648138 0.000942213 -0.00105197 -0.000937213 0.00391307 0.00234771 0.00919415 0.0201005 0.0242407 -0.00127477 0.0272002 0.000502879 0.0439391 0.000441688 -0.000809604 0.00223591 0.00296573 0.000101681 3.41313e-05 -0.00208807 -0.00092169 7.86926e-05 0.0016816 0.00588707 0.00936445 internal_weight=0 14923.3 1623.08 292.475 155.733 1330.6 269.454 1061.15 1043.95 67.9267 61.9373 28.819 5.98945 12.4967 976.018 4.8861 260.473 0.366429 260.107 774.177 67.3468 64.1513 14917.4 13547.9 278.624 202.348 13269.3 346.458 75.2628 50.8717 internal_count=911180 751747 159433 22247 8801 137186 19474 117712 114232 13497 12395 3172 1102 494 100735 765 19346 45 19301 56886 6747 6615 751482 714156 26215 12921 687941 23678 3100 1637 is_linear=0 shrinkage=0.01 Tree=618 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 10 9 9 9 3 9 3 9 9 10 9 10 1 9 1 1 1 9 9 3 3 1 9 split_gain=1340.39 966.152 97.2525 62.3894 53.6122 41.3657 39.2595 36.7408 43.7086 24.3492 19.5148 30.2414 16.3828 13.5482 12.824 12.0175 12.9107 11.5528 10.9403 13.4235 20.3795 18.0495 18.717 25.2174 14.2383 13.4383 14.5254 12.6813 12.5757 15.9982 threshold=0.99989646673202526 3.4846319977077662e-05 0.0023884368129074005 8.8294510192099562e-07 4.8650000000000011 0.99998754262924205 3.9350000000000005 0.98755538463592529 3.9350000000000005 6.0750000000000011 3.0850000000000004 29.500000000000004 4.8950000000000005 23.500000000000004 2.7650000000000001 5.285000000000001 0.00032736793218645006 3.9050000000000007 0.99766892194747936 0.72245564892623726 6.1150000000000011 0.65858556175923211 0.62470657276995312 0.60072463768115958 6.0750000000000011 5.2550000000000008 9.5000000000000018 19.500000000000004 0.96213569039656011 6.5450000000000008 decision_type=2 2 2 2 10 2 8 2 10 10 10 8 10 10 10 10 2 8 2 2 10 2 2 2 8 10 8 10 2 10 left_child=1 3 6 -1 7 14 -3 10 17 -5 -4 -12 13 -6 -2 16 -8 -9 19 21 24 22 23 25 -21 26 -14 -20 29 -22 right_child=5 2 4 9 12 -7 15 8 -10 -11 11 -13 18 -15 -16 -17 -18 -19 27 20 28 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0092486259458137363 0.0083647962258373964 -0.0037937434993930968 -0.0010663352853140565 -0.0062710904389495338 -0.0042499412846203934 0.0096147309287310731 -0.0029660734237355723 0.0029281256924561056 -0.0026629054179684512 -0.0015471912538796752 -0.0013043790250172286 0.00090489904117748918 -0.0050092882837601341 0.0046927256968171526 0.003390636482896398 0.0004242160199314418 -0.00059864482110908346 0.0067904971901129544 0.0060076478531800393 0.00043634603628362633 -0.010172176559865818 0.0040641788934624376 -0.0030605736664493293 0.0077658438540263953 0.016737750944257553 0.0015286863192770124 0.00047291268374397596 0.0016944389731922867 -0.0057739373067171628 0.0044761640582651118 leaf_weight=957.80642877903301 77.617539250757545 711.55664734519087 2581.382229372859 900.90105361130554 18.542791743762791 1295.7894814098254 384.85413201665506 308.42030396126211 134.77261275053024 124.15172609291039 944.57136989478022 1800.8171513024718 49.995901792310178 196.15533339325339 156.00414451118559 455.17203970556147 573.80182745493948 103.40686184167862 90.402692701667547 332.85942292399704 9.8946645744144899 201.81267378665507 110.48420416750014 56.168472250923514 5.4457311853766432 2105.8739407164976 1450.4650372173637 277.11001591570675 98.579857230186462 30.248909786343575 leaf_count=365205 5905 26320 17839 182488 174 115548 37748 5921 869 22933 9124 15732 510 1655 3878 27280 22071 6171 1280 2863 73 1888 1112 511 33 17090 14813 3245 702 199 internal_value=0 -0.000910448 7.89654e-05 -0.00741359 0.000460285 0.00891642 -0.00187796 -0.000188776 0.00228026 -0.00569894 -0.000442133 0.00014478 0.00121756 0.00392038 0.00504323 -0.000913773 -0.00154905 0.00389794 0.00109716 0.000960261 -0.000624814 0.00115049 0.000994642 0.00111697 0.000698751 0.00101342 0.000290244 0.00275542 -0.00385259 0.000865613 internal_weight=0 15015.7 13032.8 1982.86 10907.4 1529.41 2125.38 5873.37 546.6 1025.05 5326.77 2745.39 5034.04 214.698 233.622 1413.83 958.656 411.827 4819.34 4451.83 477.029 3974.8 3772.99 3662.5 338.305 3606.33 1500.46 367.513 138.723 40.1436 internal_count=911180 785849 215223 570626 101804 125331 113419 55656 12961 205421 42695 24856 46148 1829 9783 87099 59819 12092 44319 39794 3870 35924 34036 32924 2896 32413 15323 4525 974 272 is_linear=0 shrinkage=0.01 Tree=619 num_leaves=31 num_cat=0 split_feature=9 2 2 2 4 4 9 2 3 3 2 2 9 2 2 2 9 9 9 9 2 9 9 2 2 9 2 9 2 2 split_gain=49.4571 10.8538 13.9128 12.5519 11.0259 10.6203 12.4535 15.1884 16.8776 13.458 22.9215 15.406 15.61 13.1006 23.6949 28.0959 12.4742 12.2503 11.4912 18.7645 32.953 11.8427 11.1897 10.3186 15.9226 11.8182 44.3131 10.2466 10.414 14.4378 threshold=1.3750000000000002 0.85379556042751448 0.87577160493827166 0.72509541984732839 1.5000000000000002 2.5000000000000004 5.4850000000000012 0.37341365461847392 19.500000000000004 29.500000000000004 0.50155279503105599 0.58363746958637475 5.0150000000000006 0.41625412541254131 0.45488466757123475 0.45848997493734339 5.745000000000001 5.3850000000000007 5.535000000000001 5.5250000000000012 0.38119783996072654 5.7950000000000008 2.3350000000000004 0.49341991341991348 0.16749174917491746 5.4450000000000012 0.48846085567193326 5.2550000000000008 0.95260557053009898 0.94754041967664271 decision_type=10 2 2 2 8 10 10 2 10 8 2 2 10 2 2 2 8 10 10 10 2 10 10 2 2 10 2 10 2 2 left_child=1 3 -3 -1 -5 6 9 8 -8 22 23 12 -12 18 -15 16 -16 -13 19 -9 -21 -20 -2 24 -11 -26 -27 -7 29 -29 right_child=5 2 -4 4 -6 27 7 13 -10 10 11 17 -14 14 15 -17 -18 -19 21 20 -22 -23 -24 -25 25 26 -28 28 -30 -31 leaf_value=0.0014444859500440275 0.0014365255316093665 0.010219832611660137 0.0025736382521746744 -0.0028940360351155377 0.0031180026288334011 -0.0019592001564894073 -0.0031921007440628029 0.0088811909512516093 0.0002633338148370832 0.00089752425707075869 -0.0013719080131471715 -0.00022540190686137562 -0.0059139129488229364 -0.0052506988688281533 0.026470447707040316 0.00095463913083650295 0.0012291644461970084 -0.00414991582437646 -0.0044176243269242873 0.084156918617033588 -0.010533053676087764 0.0049499630722639309 -0.00086873764147275313 0.001447223021418713 -0.00072032802044860982 0.0061797357166421263 0.1341580623563032 -0.0001511486418902632 -0.0040178566568593614 0.010629408237112861 leaf_weight=1782.9946801955812 223.4455388491042 28.081855224911124 155.96130068507046 125.46474848641083 40.30417886422947 644.91267743869685 196.99656015262008 9.7789022340439224 500.43375668977387 1557.0849929954857 328.8892253205413 2353.8599104431923 98.277630163007416 61.913570614880882 6.2568342041922707 1527.6714553495403 2.849612607853488 82.319444752414711 16.355227178544737 0.92406647372990913 0.61022960138507187 77.189972782158293 3651.2553618995007 915.27778798900545 1228.3502808272606 12.483122805948366 0.27655104489531446 801.19612824299838 69.46171581139788 12.618415084318256 leaf_count=77468 7502 715 6703 3350 1953 61344 13484 617 20946 37266 16197 119514 12647 6953 136 105282 498 7607 1273 20 55 2325 213330 30356 67042 1395 27 89453 5301 421 internal_value=0 0.001419 0.00374032 0.00119978 -0.0014323 -0.000212801 -0.000119094 0.000530359 -0.00071269 -0.000268289 7.14131e-06 -0.000665164 -0.00241688 0.00103926 0.000814672 0.00105903 0.0185719 -0.000358013 0.00446339 0.0139825 0.0464962 0.00331216 -0.000735798 0.000525535 0.000224055 -0.000620873 0.00895352 -0.00100091 -0.00030122 1.60068e-05 internal_weight=0 2132.81 184.043 1948.76 165.769 14380.7 12852.5 2400.98 697.43 10451.5 6576.82 2863.35 427.167 1703.55 1598.69 1536.78 9.10645 2436.18 104.858 11.3132 1.5343 93.5452 3874.7 3713.47 2798.19 1241.11 12.7597 1528.19 883.276 813.815 internal_count=911180 90189 7418 82771 5303 820991 664472 151589 34430 512883 292051 155965 28844 117159 112869 105916 634 127121 4290 692 75 3598 220832 136086 105730 68464 1422 156519 95175 89874 is_linear=0 shrinkage=0.01 Tree=620 num_leaves=31 num_cat=0 split_feature=9 5 0 9 5 1 9 1 1 1 1 1 9 5 5 9 9 9 1 5 5 9 1 5 5 9 9 1 0 9 split_gain=48.4883 11.4778 12.0129 10.0331 22.1768 18.5908 18.6416 21.4568 16.277 20.5883 17.9737 26.9222 26.3015 25.8603 22.0358 15.3354 15.2786 14.7173 14.3602 12.7516 12.6477 19.3868 16.2352 13.6517 52.3727 12.3663 14.0014 18.306 12.1848 24.0441 threshold=1.3750000000000002 190.50000000000003 1.0000000180025095e-35 5.4450000000000012 303.50000000000006 0.39352982211370774 7.6450000000000005 0.40056497175141254 0.98936170212765973 0.51869322152341024 0.48581488933601619 0.41476388168137007 3.7050000000000005 1.5000000000000002 1.0000000180025095e-35 5.0250000000000012 5.0950000000000006 4.745000000000001 0.51363749070171105 210.50000000000003 6.5000000000000009 5.455000000000001 0.71068484464172488 170.50000000000003 180.50000000000003 6.1150000000000011 6.2550000000000008 0.051836094939543158 1.0000000180025095e-35 3.8750000000000004 decision_type=10 2 2 10 2 2 10 2 2 2 2 2 10 2 2 10 10 10 2 2 2 10 2 2 2 10 10 2 2 10 left_child=1 2 -1 8 20 -6 7 -7 9 10 11 -2 19 14 17 -16 18 -12 -17 -13 25 22 23 -22 -25 -5 27 -27 -10 -30 right_child=3 -3 -4 4 5 6 -8 -9 28 -11 13 12 -14 -15 15 16 -18 -19 -20 -21 21 -23 -24 24 -26 26 -28 -29 29 -31 leaf_value=0.00074684408740192574 -0.00019697115168808074 0.0073942593654636778 0.0023212675392389197 0.00060372341275076447 -0.0080143338813250722 0.010444432322219579 0.015180800407107582 -0.0054322086765721716 0.0024141821351797619 -0.0012684853754693782 0.0011511704572194231 -0.0007315035409417713 -0.0036983139627953655 -0.0012882896451595282 0.0023125489682587824 0.013205243165756169 0.0047163916647412745 -0.0028320505372026222 0.047664410528311468 0.0052366713665988355 0.0050145872469464911 0.00089832003119462032 0.038126173543757032 0.11492300258153948 0.0030894537989369247 -0.011033564684122216 -0.00047007479343778565 -0.0021992941202874424 0.0022452300520884481 -0.0043823724401362155 leaf_weight=1342.024273023475 5909.8460372468689 31.527103190310299 758.54985790792853 813.80275229015388 58.096468883450143 10.754357587895354 7.0810858521144828 40.830943059292622 358.98421358852647 2353.6360148941167 294.49660314363427 275.40011077187955 461.55640458140988 424.9802507617278 555.79202745202929 14.118734336690974 47.837062395876274 135.4104782367358 1.322637478355319 41.148860522545874 22.073392307152979 1633.3120836945018 1.8507445084396739 0.55751838593278025 1.6824699711287392 29.199187629623339 541.13847568747588 119.25198595132679 129.47549104923382 94.831111181527376 leaf_count=50373 296943 813 39003 32881 9043 333 159 7607 8318 151023 8203 8626 47620 26373 17126 510 1443 6146 13 1296 1583 154804 128 37 313 1236 28384 2732 3379 4732 internal_value=0 0.00140528 0.00131539 -0.000210712 0.000275234 -0.00400459 -3.37926e-05 -0.00212229 -0.000354305 -0.000444499 -0.000206887 -0.00042719 -0.00217574 0.000792714 0.00163581 0.00284362 0.00750812 -0.000103449 0.0161569 4.4312e-05 0.000433231 0.00103512 0.00957496 0.00740163 0.0309241 -0.000231147 -0.0012164 -0.00393693 0.0012717 -0.000556751 internal_weight=0 2132.1 2100.57 14378.5 3279.63 116.763 58.6664 51.5853 11098.8 10515.5 8161.91 6687.95 778.105 1473.96 1048.98 619.07 63.2784 429.907 15.4414 316.549 3162.87 1659.48 26.1641 24.3134 2.23999 1503.39 689.59 148.451 583.291 224.307 internal_count=911180 90189 89376 820991 239240 17142 8099 7940 581751 565322 414299 354485 57542 59814 33441 19092 1966 14349 523 9922 222098 156865 2061 1933 350 65233 32352 3968 16429 8111 is_linear=0 shrinkage=0.01 Tree=621 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 5 2 3 3 10 2 5 10 0 5 10 10 10 2 5 3 2 5 2 2 0 5 split_gain=1323 953.84 95.6787 62.5385 43.4814 41.5209 16.0511 13.3132 11.7949 13.8358 11.3065 11.667 10.6497 9.23585 19.6365 9.13941 9.03437 8.58937 8.37214 8.23206 7.91865 7.30461 14.1482 7.29244 7.14544 7.08466 8.63407 6.73866 14.5431 16.3735 threshold=0.99989646673202526 3.4846319977077662e-05 0.0043998162727802515 8.8294510192099562e-07 0.94052824378013633 0.99998754262924205 0.00022280584380490002 12.500000000000002 309.50000000000006 0.6586800573888093 18.500000000000004 11.500000000000002 5.1029428504989491e-06 0.19929078014184398 23.500000000000004 0.18897357583045957 1.0000000180025095e-35 188.50000000000003 0.99766892194747936 0.99999946355819713 0.99894970655441295 0.5884438881935754 1.0000000180025095e-35 27.500000000000004 0.8185736677115989 11.500000000000002 0.98089094449853953 0.19929078014184398 1.0000000180025095e-35 31.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 8 10 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 left_child=1 3 6 -1 7 8 17 15 -2 -10 11 18 -5 14 23 -4 -16 24 21 -7 -12 -6 -23 -9 -3 -14 27 28 -27 -30 right_child=5 2 4 12 10 19 -8 13 9 -11 20 -13 25 -15 16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.0092403585621175215 0.005481834363542902 -0.0036786357551453919 -0.00045178025554624447 -0.0067868279271430798 -0.0018215703423047362 0.0078741329652428516 -0.0011650544851038004 -0.0076490022024495001 0.0039998009351170042 -0.020460215669583864 0.0011816811575942696 0.0066234099289629303 -0.0056220177374599082 0.0010323348849106402 -0.0026685753989980992 0.00031786271414214974 -0.01069088002798047 0.0013639029006872042 0.0052843565975895504 0.0099776840883810669 0.0027599182788887715 -0.0066479375580711384 0.0077402309679861468 0.0054131369658669696 -0.00085036537115408734 0.0002805072864635767 0.005734696606130886 -0.0041564592831316808 -0.01009731306680064 0.073690568032688017 leaf_weight=948.34971725963987 222.7681283983402 552.88471801020205 3022.5226313564926 465.52532400982454 59.681094398722053 225.77234214637429 1869.2627757834271 4.7955505698919287 5.7565046381205303 3.8653936833143234 1488.8630781043321 91.848679957911372 342.60751720122062 2000.5176914846525 84.536901965737343 3151.810754019767 16.833044981583953 43.545527047710493 52.530426693148911 1057.0835824524984 404.2247575847432 9.2978836707770807 25.79284879937768 39.30646339058876 106.54142390168272 8.6198470133822376 10.089084821520371 191.11565809056628 0.38287726882845241 0.59671163628809154 leaf_count=365205 9647 47148 27301 116858 516 17679 61781 40 106 30 14792 1050 43413 20137 633 16986 142 6248 900 97869 9015 66 176 242 8050 1249 1033 42730 48 90 internal_value=0 -0.000902037 7.82549e-05 -0.00739224 0.000503428 0.00890293 -0.00164948 0.000176924 0.00501362 -0.00582649 0.0017775 0.00382628 -0.00567215 0.000855429 -0.00157737 -5.89008e-05 -0.00400072 -0.00293763 0.00208216 0.00960748 0.00151868 0.000307238 0.00392784 0.00399279 -0.00322168 -0.0047345 -0.00329207 -0.00374581 0.00442984 0.0409417 internal_weight=0 14992.1 13024.8 1967.29 10452.6 1515.25 2572.23 8320.32 232.39 9.6219 2132.24 239.151 1018.94 2145.99 145.472 6174.33 101.37 702.972 147.302 1282.86 1893.09 94.7718 35.0907 44.102 659.426 553.412 210.804 200.715 9.59944 0.979589 internal_count=911180 785849 215223 570626 91996 125331 123227 65481 9783 136 26515 2708 205421 21194 1057 44287 775 61446 1658 115548 23807 758 242 282 55198 88563 45150 44117 1387 138 is_linear=0 shrinkage=0.01 Tree=622 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 5 1 3 3 1 1 1 3 5 1 3 1 10 10 1 5 5 10 10 10 5 5 split_gain=1307.08 942.565 99.3633 57.6087 45.4167 41.6496 13.6781 12.4634 11.6113 13.3935 11.1381 11.5257 10.8085 30.4542 15.3632 13.7326 10.6031 10.877 10.1115 9.4073 8.29051 8.25688 8.28235 10.7851 9.08979 12.9369 8.22015 7.79959 7.25204 22.6623 threshold=0.99989646673202526 2.9517374969145752e-05 0.0023884368129074005 8.8294510192099562e-07 0.94052824378013633 0.99998754262924205 0.00017857718921725002 5.5000000000000009 309.50000000000006 0.34556677890011228 18.500000000000004 11.500000000000002 0.68772163120567387 0.68208556149732635 0.82683658170914553 29.500000000000004 4.5000000000000009 0.040202020202020204 26.500000000000004 0.44487847222222227 0.99999946355819713 0.99766892194747936 0.85307609282245023 1.5000000000000002 1.5000000000000002 0.98755538463592529 0.18897357583045957 0.99894970655441295 340.50000000000006 353.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 8 10 2 2 2 10 2 2 8 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 6 -1 7 8 28 12 -2 -10 11 21 13 26 -14 -15 -5 -18 -16 -9 -7 22 23 -6 -24 -26 -4 -12 -3 -30 right_child=5 2 4 16 10 20 -8 19 9 -11 27 -13 14 15 18 -17 17 -19 -20 -21 -22 -23 24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.0092326002079937217 0.0054544106908548367 -0.0032682650661437834 -0.00041038201201302349 -0.0067437370387173744 -0.0027572911896448582 0.007854677662056702 -0.0013719862147533021 0.0010947519307841001 -0.020028549812618427 0.0039730694169015776 0.0011706209393568051 0.0065857496885320379 -0.0028525628734155577 0.016885583431326033 -0.0030438716757686434 0.0018801887973090728 0.00080104774487201502 -0.0050812897008440296 0.00053096103322451389 -7.140780916472874e-05 0.0099740474750945416 0.005253860840642095 0.00096113856667182627 0.0046509640676418692 -0.00093293214525199688 -0.028578908871647102 0.00040776175539035761 0.0027384240740913387 0.04962877576376519 0.00047337522737037779 leaf_weight=939.69852783461101 221.65487828105688 635.27173730474897 2517.4247533353046 508.3373907119967 33.879725088365376 224.07675254810601 1518.7031363500282 1862.3396092876792 3.9089929908514005 5.7373792044818401 1487.9056302411482 91.452166404575109 332.61101256124675 15.40563764795661 96.576500501483679 10.09590751491487 33.977067433763295 420.08057736209594 437.82366856187582 1100.532644867897 1046.9451017556712 52.308102037757635 7.3130819387733919 46.792280208319426 3.2994547933340073 3.4756993539631367 2397.740723490715 403.32810826506466 1.0043656695634116 14.174994191154836 leaf_count=365205 9647 59490 24335 73796 300 17679 58122 19296 30 106 14792 1050 2746 93 621 77 5232 119847 2853 12463 97869 900 69 337 18 34 12805 9015 151 2202 internal_value=0 -0.000894282 6.29334e-05 -0.00747139 0.000451898 0.00889012 -0.00189167 0.000133816 0.004987 -0.00575309 0.00176179 0.00379813 -0.000135437 4.52806e-05 -0.00116526 0.010945 -0.00575172 -0.00464112 -0.000115081 0.000661592 0.00960041 0.0020647 0.000304262 0.00153973 -0.00677026 -0.0151155 -1.1271e-05 0.00150497 -0.00310505 0.00372582 internal_weight=0 14971.6 13069.5 1902.09 10900.3 1502.32 2169.15 8770.55 231.301 9.64637 2129.75 238.521 5807.68 4940.67 867.011 25.5015 962.395 454.058 534.4 2962.87 1271.02 147.068 94.7602 80.672 14.0882 6.77515 4915.17 1891.23 650.451 15.1794 internal_count=911180 785849 221769 564080 101804 125331 119965 75289 9783 136 26515 2708 43530 37310 6220 170 198875 125079 3474 31759 115548 1658 758 637 121 52 37140 23807 61843 2353 is_linear=0 shrinkage=0.01 Tree=623 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 9 9 9 10 9 0 5 5 9 9 4 5 5 9 9 5 5 5 10 9 9 9 9 9 5 split_gain=1291.44 938.21 99.8753 57.7537 50.8411 62.1682 41.0101 30.9385 26.4892 23.2085 16.9023 24.8749 16.7235 18.6729 15.6127 15.2762 19.5487 18.1773 14.2772 16.297 14.1588 13.8101 13.0381 12.8741 12.813 12.9508 25.7229 11.9523 11.8902 14.3421 threshold=0.9999486804008485 2.9517374969145752e-05 0.0023884368129074005 8.8294510192099562e-07 0.94052824378013633 3.3950000000000005 3.9350000000000005 8.2700000000000014 0.99999910593032848 6.0750000000000011 1.0000000180025095e-35 1.0000000180025095e-35 14.500000000000002 5.995000000000001 6.0250000000000012 1.5000000000000002 107.50000000000001 41.500000000000007 4.1150000000000011 4.7750000000000012 4.5000000000000009 66.500000000000014 182.50000000000003 0.00032736793218645006 8.2000000000000011 7.4250000000000007 7.3800000000000008 8.8300000000000018 2.9150000000000005 52.500000000000007 decision_type=2 2 2 2 2 10 8 8 2 10 2 2 2 10 10 10 2 2 10 10 2 2 2 2 10 10 8 8 10 2 left_child=1 3 6 -1 5 22 -3 24 28 -5 15 18 23 -14 -15 16 -7 -17 -12 -20 -11 -19 -4 -8 25 26 -6 -21 -2 -30 right_child=8 2 4 9 7 10 12 -9 -10 20 11 -13 13 14 -16 17 -18 21 19 27 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0092247834078999676 0.0089010091481514161 -0.003817536007039532 -0.0011750934831554426 -0.0063088311635913323 0.001416270834178878 0.0016842850344247499 -0.0030203982964433287 0.0055180332497097341 0.0099060486929286942 -0.0069282942150389196 0.001392448978198588 0.0012402930118891042 -0.00052398367502654074 0.030371399544270258 0.0035746884583253758 -0.00048878471471289675 -0.00086042985662914827 0.0067891385090672728 -0.0055165225477702409 -0.0015040319100522949 0.00068625035335655464 0.0012784784312144313 0.0023844899269126526 -0.00069010352434965773 -0.0060488399988662123 0.0056437981640622093 -0.032456607172112538 0.015488147265028535 0.0061793575563561078 -0.0015858183823721317 leaf_weight=931.1327823093161 137.61375075764954 724.13264216575772 2854.4121761862189 839.6112357157981 1902.5919557558373 2797.438071350567 399.01252637407742 206.24986372655258 1081.3902686359361 34.64700258790981 137.54162400588393 604.67166090384126 338.26647425466217 2.2152329152449957 117.58991222758777 1043.7098498996347 338.40186142921448 55.827881910838187 117.56263412162662 464.78848966211081 82.726014569518156 245.27047811727971 106.74856436811388 584.18258550111204 22.527415341697633 73.872758438810706 2.2445394471287718 4.1767595112323752 162.49050366785377 27.864063677377999 leaf_count=365205 13632 27654 18315 176428 18954 24175 33136 9398 101550 5081 892 4668 35494 118 4998 11958 4626 889 935 3585 17366 4477 745 18565 565 747 18 24 6410 572 internal_value=0 -0.000860171 8.67374e-05 -0.00745173 0.000473889 0.000132476 -0.00187603 0.00183036 0.00915105 -0.00572657 0.000733562 -0.000256945 -0.000900557 0.000677582 0.00407017 0.0010273 0.00140967 0.000135668 -0.00150729 -0.00218728 -0.00156147 0.00230023 -0.00104677 -0.00163581 0.0014503 0.00153568 0.00137636 -0.00135269 0.00666162 0.00504269 internal_weight=0 15031.6 13143.4 1888.12 10978 8770.55 2165.4 2207.49 1409.36 956.984 5809.39 1328.74 1441.27 458.072 119.805 4480.65 3135.84 1344.81 724.07 586.528 117.373 301.098 2961.16 983.195 2001.24 1978.71 1904.84 468.965 327.968 190.355 internal_count=911180 789016 224936 564080 104971 75289 119965 29682 122164 198875 56229 10104 92311 40610 5116 46125 28801 17324 5436 4544 22447 5366 19060 51701 20284 19719 18972 3609 20614 6982 is_linear=0 shrinkage=0.01 Tree=624 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 5 5 1 1 2 2 5 2 1 10 1 5 10 10 1 5 4 2 5 1 4 4 split_gain=1276.24 927.065 98.0214 57.8951 49.9179 26.6304 13.4251 12.82 12.0088 10.5794 10.5507 29.7166 22.2308 15.7486 9.62149 9.46491 9.18901 8.82111 8.23735 10.7409 9.52239 8.02066 7.41858 7.07152 13.0388 16.6443 7.06678 8.95768 6.5525 6.51714 threshold=0.9999486804008485 2.9517374969145752e-05 0.0023884368129074005 8.8294510192099562e-07 0.94052824378013633 0.99999910593032848 0.00017857718921725002 0.99894970655441295 5.5000000000000009 1.0000000180025095e-35 0.68772163120567387 0.68208556149732635 0.31281565656565663 0.16749174917491746 309.50000000000006 0.8185736677115989 0.44487847222222227 0.51461192965507518 0.34556677890011228 332.50000000000006 0.99998754262924205 0.18897357583045957 0.52960654460459688 7.5000000000000009 2.5000000000000004 0.59943502824858774 37.500000000000007 0.17677696078431374 15.500000000000002 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 8 10 left_child=1 3 6 -1 8 14 15 -6 10 -5 11 21 -13 17 -2 -3 23 -12 20 -20 -16 -4 -11 24 -10 -26 -17 -28 -24 -9 right_child=5 2 4 9 7 -7 -8 29 16 22 13 12 -14 -15 18 26 -18 -19 19 -21 -22 -23 28 -25 25 -27 27 -29 -30 -31 leaf_value=-0.0092169076935118485 0.0069355200867075211 -0.0035990206271344929 -0.00040493226162073613 -0.0071515678474535996 0.0013782605542488574 0.0099017890616960522 -0.0013454125306840779 0.003566387816074133 0.0044515116271812314 -0.0042893863876963716 -0.00083604203728524548 -0.0049551983640968508 0.01631820250197516 -0.0028586247997509696 -0.023056916622091896 -0.0018946684157868522 -7.5428362008305667e-05 0.0021179634630974493 -0.030902630085654428 0.010665035832700762 0.010319805466668407 0.0004032341078571834 -0.0068404609710697676 0.00090766958804641782 0.024839316601148482 -0.009181938416704399 0.0033796715298032814 0.059510097905915167 0.061810646454022289 0.00028224589641245813 leaf_weight=922.65164280007593 316.35888402815908 541.88180397311226 2517.0541408555582 329.09920220077038 1661.4433899028227 1071.0885286577977 1514.6547179673798 474.06226632650942 115.83956624008715 461.28580911527388 398.63580066896975 6.6333312820643213 18.932602083310485 332.71444687154144 3.0396961867809278 76.833925002720207 1100.8935335343704 135.43184046074748 0.71900169830769289 4.5901246545836329 1.1892026783898471 2397.9453316144645 161.10048845782876 1733.1165905557573 1.6128893857821811 13.263741370290516 28.037138493964452 0.28722704737447102 0.13915112381800909 69.251419338397682 leaf_count=365205 20398 52915 24335 45568 16378 101550 58122 12086 1053 111964 2631 61 109 2752 23 6057 12463 837 17 130 46 12805 41304 18051 27 165 2836 35 39 1218 internal_value=0 -0.000852675 8.5897e-05 -0.00743199 0.000469203 0.0091402 -0.00186049 0.00181432 0.000131124 -0.00570142 -0.00013324 4.52931e-05 0.0107986 -0.00115086 0.00663717 -0.00306622 0.000648962 -8.69489e-05 -0.00325842 0.00503563 -0.0136711 -1.06415e-05 -0.00493479 0.00107683 0.00331969 -0.00549343 -0.000320713 0.00394887 -0.00678121 0.00314779 internal_weight=0 15012.8 13138.5 1874.28 10976.8 1396.99 2161.69 2204.76 8772.07 951.625 5807.35 4940.57 25.5659 866.782 325.897 647.04 2964.73 534.068 9.53803 5.30913 4.2289 4915 622.525 1863.83 130.716 14.8766 105.158 28.3244 161.24 543.314 internal_count=911180 789016 224936 564080 104971 122164 119965 29682 75289 198875 43530 37310 170 6220 20614 61843 31759 3468 216 147 69 37140 153307 19296 1245 192 8928 2871 41343 13304 is_linear=0 shrinkage=0.01 Tree=625 num_leaves=31 num_cat=0 split_feature=9 2 2 3 2 1 0 2 0 2 9 1 1 2 1 9 9 9 9 0 9 9 9 9 9 2 9 9 9 2 split_gain=44.5076 10.7236 18.0954 11.7313 16.3305 14.2954 13.4317 10.4395 19.4032 11.5983 10.2117 15.9541 19.8312 18.8116 23.0905 24.7488 17.282 13.1912 12.4109 11.9573 23.1488 15.3518 14.7111 13.2922 9.75793 18.8226 22.992 54.5774 22.5583 11.1588 threshold=1.3750000000000002 0.86391694725028068 0.87577160493827166 29.500000000000004 0.68457101658255237 0.66751700680272119 1.0000000180025095e-35 0.66349106014087067 1.0000000180025095e-35 0.61374887488748886 5.4450000000000012 0.98936170212765973 0.51869322152341024 0.51530771633864425 0.41476388168137007 3.7050000000000005 5.3950000000000005 5.3550000000000013 5.3650000000000011 1.0000000180025095e-35 3.8750000000000004 2.4350000000000005 2.6750000000000003 5.4350000000000014 5.0050000000000008 0.58637267904509294 5.1550000000000011 5.1050000000000013 5.1150000000000011 0.63680926916221037 decision_type=10 2 2 8 2 2 2 2 2 2 10 2 2 2 2 10 10 10 10 2 10 10 10 8 10 2 10 10 10 2 left_child=1 3 -3 5 7 -1 -7 9 -9 -5 11 12 13 -2 16 -16 17 24 -19 21 -21 -13 -23 -22 -15 26 27 -26 -29 -27 right_child=10 2 -4 4 -6 6 -8 8 -10 -11 -12 19 -14 14 15 -17 -18 18 -20 20 23 22 -24 -25 25 29 -28 28 -30 -31 leaf_value=0.0032671398858680856 0.00040603036589684281 0.012167212259423639 0.0025007328891956033 0.00095243889343065032 -0.0023368737470028491 -0.0011258349232921864 0.0059007689325328259 0.0087943777064399056 -7.1888328813820275e-05 -0.0042366902032164025 0.00028971594296504374 -0.0042016247946991946 -0.0012497833158819254 -1.8544142061337378e-05 -1.1475806126570425e-05 -0.0036733065166706554 -0.0050841880213311139 0.0094240831070313315 0.0012652543616420004 0.0022081650822283628 -0.0050153344770150279 0.0089048628769316761 0.002279179026631216 0.016303847856174787 -0.011723144403914679 -0.0037550911289759349 -0.0028245417505364462 0.17185968604387838 0.039947778632478177 -0.00077991196218137721 leaf_weight=435.59962356416509 3116.0326265242184 22.149086396675557 154.10116813331842 988.47923768195324 165.7911619739607 165.69072308437899 32.548546801321208 46.871911354362965 52.13870226405561 45.035529071465135 3255.3372256295406 32.046291052363813 2333.1842896762537 3076.0187632566085 311.20581666147336 453.57038248807658 74.018464696127921 25.670763270929456 68.116461548605002 128.20602080738172 90.796566225355491 37.942578389309347 286.89474582043476 3.0218678568489841 0.55027248582336985 148.78003171039745 1.2340615555876864 0.38395916088484228 0.19572358496952802 825.66676363814622 leaf_count=18833 103195 495 6703 48824 5002 3873 2120 1053 2328 958 239240 847 151023 139225 9841 46987 9376 2176 6885 3379 4697 614 6857 35 85 21600 216 25 33 74655 internal_value=0 0.00135422 0.0037155 0.00113882 0.000594379 0.00225402 2.78504e-05 0.00102349 0.00412543 0.000726322 -0.000202345 -0.000347787 -0.000437434 -0.000203481 -0.000584444 -0.00218322 -0.000294747 -0.000209254 0.00349843 0.00126808 -0.000554025 0.00240166 0.00305309 -0.00432865 -0.000295054 -0.00116579 0.0270173 0.0596085 0.127321 -0.00123417 internal_weight=0 2108.41 176.25 1932.16 1298.32 633.839 198.239 1132.53 99.0106 1033.51 14268.9 11013.5 10434.6 8101.44 4985.41 764.776 4220.64 4146.62 93.7872 578.908 222.024 356.884 324.837 93.8184 4052.83 976.811 2.36402 1.12996 0.579683 974.447 internal_count=911180 90189 7198 82991 58165 24826 5993 53163 3381 49782 820991 581751 565322 414299 311104 56828 254276 244900 9061 16429 8111 8318 7471 4732 235839 96614 359 143 58 96255 is_linear=0 shrinkage=0.01 Tree=626 num_leaves=31 num_cat=0 split_feature=9 5 2 2 2 5 5 5 5 2 5 1 2 1 9 5 2 9 2 1 1 2 5 5 1 9 9 9 9 9 split_gain=43.6411 11.4137 11.618 14.0855 12.7048 13.5703 10.6545 11.2969 10.1384 46.5553 34.58 21.1953 17.3807 11.6856 10.011 21.5389 18.3439 18.2607 20.4418 15.6426 19.4493 18.4429 29.4189 40.9715 22.6729 24.3431 16.9929 16.5272 15.1221 12.9139 threshold=1.3750000000000002 190.50000000000003 0.85379556042751448 0.87577160493827166 0.72509541984732839 25.500000000000004 10.500000000000002 9.5000000000000018 15.500000000000002 0.64729990356798472 29.500000000000004 0.33218390804597703 0.61374887488748886 0.35310102301790286 5.4450000000000012 303.50000000000006 0.6072751322751323 7.6450000000000005 0.59943502824858774 0.98936170212765973 0.51869322152341024 0.51530771633864425 25.500000000000004 1.0000000180025095e-35 0.41476388168137007 3.7050000000000005 5.3950000000000005 1.7450000000000003 4.8950000000000005 5.3550000000000013 decision_type=10 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 8 2 2 2 2 2 2 2 10 10 10 10 10 left_child=1 2 4 6 8 -6 7 -4 12 13 11 -11 -1 -10 19 -16 17 18 -17 20 21 22 23 28 26 -26 29 -25 -2 -23 right_child=14 -3 3 -5 5 -7 -8 -9 9 10 -12 -13 -14 -15 15 16 -18 -19 -20 -21 -22 24 -24 27 25 -27 -28 -29 -30 -31 leaf_value=0.0013553610553533749 0.00021450984813498939 0.0073338601278875098 0.0069897058537484362 0.0024882013154242477 0.00057128821093681802 -0.0054897829368324661 0.0013245897245226354 0.022580808469167275 -0.021587997048477102 0.00040108544255823829 0.0041439913744380193 0.023086306631843797 -0.0020789001128262313 0.00054057292300898686 0.00044271743729231089 -0.005329988588601414 -0.0080061251346035343 0.015073091354591544 0.010161988475784716 0.0012559948914152373 -0.0012378931198563715 -0.00029216639910313878 -0.0035504219962070806 -0.0045340983617684176 -1.1361059724065988e-05 -0.0036446915492751269 -0.0050481238211184032 0.0020213787890499203 -0.0018976729752133879 0.0034587960958043906 leaf_weight=1363.4989891941659 974.74166487320326 31.31112522399053 9.5527894217520988 152.04621952772141 98.718487770762295 59.026357492431998 9.0070208515971881 9.0502562383189797 2.4270769031718364 5.0497769038192954 37.76394159020856 22.336255121510476 165.22509547090158 142.42555754818022 3140.1710572318407 40.779611838981509 56.796339436550625 7.0425190182868382 10.766005870187653 578.63423026353121 2332.0447645696113 4052.1735902164364 177.59451969107613 39.540973044466227 311.20536127779633 452.56518074963242 73.802872188272886 1404.7077276104828 519.67256507370621 93.912072830135003 leaf_count=66590 24386 813 391 6660 3392 1673 225 85 37 148 951 386 5199 3639 222098 7663 8963 159 357 16429 151023 235839 14217 1807 9841 46987 9376 42214 20571 9061 internal_value=0 0.00134129 0.00125092 0.00368139 0.00102067 -0.0016967 0.0102522 0.0145747 0.0012672 0.00332746 0.0103481 0.0189033 0.000984185 0.000169798 -0.000200367 0.000286799 -0.00395648 -3.0694e-05 -0.00209428 -0.00034441 -0.00043318 -0.000201496 0.000401941 0.000640797 -0.000578821 -0.00216426 -0.000291868 0.0018419 -0.000519988 -0.000207204 internal_weight=0 2107.44 2076.13 179.656 1896.47 157.745 27.6101 18.603 1738.73 210.003 65.15 27.386 1528.72 144.853 14266.2 3255.56 115.384 58.5881 51.5456 11010.6 10432 8099.92 3116.26 2938.66 4983.66 763.771 4219.89 1444.25 1494.41 4146.09 internal_count=911180 90189 89376 7361 82015 5065 701 476 76950 5161 1485 534 71789 3676 820991 239240 17142 8179 8020 581751 565322 414299 103195 88978 311104 56828 254276 44021 44957 244900 is_linear=0 shrinkage=0.01 Tree=627 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 3 2 10 2 1 3 3 3 2 1 3 1 1 2 2 3 10 1 3 2 3 2 split_gain=1260.15 915.001 96.2963 58.0436 46.2376 26.7808 16.9916 13.2103 9.79399 9.30873 9.2859 8.03914 7.44787 7.2245 14.5458 8.05971 11.0303 7.05829 10.0777 9.34868 9.63394 6.91093 7.7898 6.86778 8.72215 8.97257 9.76836 6.68002 6.55427 10.6633 threshold=0.9999486804008485 2.9517374969145752e-05 0.0043998162727802515 8.8294510192099562e-07 0.98755538463592529 0.99999910593032848 0.00017857718921725002 0.3781151175498963 42.000000000000007 0.8185736677115989 5.1029428504989491e-06 0.58637267904509294 0.52960654460459688 17.500000000000004 11.500000000000002 7.5000000000000009 0.41625412541254131 0.31158186076218869 18.500000000000004 0.15018796992481201 0.11558704453441292 0.8185736677115989 0.8238526179702651 27.500000000000004 0.99766892194747936 0.34387500000000004 11.500000000000002 0.52013513513513521 1.5000000000000002 0.63427747180697625 decision_type=2 2 2 2 2 2 2 2 8 2 2 2 2 10 8 10 2 2 8 2 2 2 2 8 2 2 10 2 8 2 left_child=1 3 6 -1 7 -2 9 8 -4 28 12 13 -5 14 15 -9 -17 19 -19 20 -13 -8 -23 24 25 -6 -27 -15 29 -3 right_child=5 2 4 10 23 -7 21 11 -10 -11 -12 17 -14 27 -16 16 -18 18 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.009208310170029977 0.0066110425329352351 0.0044216753105387205 -7.7179461928713461e-05 -0.0058729009857879603 0.0049136875249007044 0.0098975266314471257 -0.0014330119474715544 0.0030526283911140764 0.020458311189682381 -0.00032150432761431162 -0.0047213296168969049 0.0011522579444407631 -0.0086754582684293764 0.00037574901497812099 0.0074787074885326087 -0.0058018081417943804 0.0049579367671452107 0.0072297062686011706 0.0018370487889981066 -0.00023408096918904657 0.004954925179461972 0.012968733834511071 -1.2868974499055752e-05 0.0018469321829158219 0.0048731402730161797 -0.0057335767924069801 0.0017712733682217147 -0.0014292916397506406 -0.0036182423751213843 0.086398052506815384 leaf_weight=913.50642762088683 323.64765521977097 0.67742150090634723 5258.3308869320899 319.55319323379081 49.334959987550974 1060.0879931524396 1645.6142277102917 54.516003055498004 2.3234924226999274 105.16233015991747 491.44216032931581 522.56820787489414 134.83683864248451 1994.434489203617 41.719948632642627 32.374834848567843 13.500729834660886 37.548356639221311 449.57980809547007 481.81682078167796 76.358606351539493 4.6918402640148988 312.43344946438447 1000.3362898463383 193.24879954196513 24.751481832005084 57.948380888439715 228.51423472352326 538.9525497329887 0.20721447467803955 leaf_count=365205 20614 55 49058 84286 475 101550 58022 340 15 8928 82017 2915 32572 12460 261 177 81 195 2395 2499 402 228 9680 18248 3633 252 580 1177 52839 21 internal_value=0 -0.000845 8.49538e-05 -0.00741048 0.000511399 0.00912884 -0.00163526 0.000259647 -6.81095e-05 -0.00304337 -0.00567409 0.000698051 -0.00670454 0.000329939 0.00251585 0.000453427 -0.00263532 0.00125333 0.00225272 0.000802873 0.00163707 -0.00117252 0.000179193 0.00225738 0.00351961 0.00153857 -0.000474875 0.000190195 -0.0035736 0.0236236 internal_weight=0 14986.3 13126.9 1859.34 10519.2 1383.74 2607.74 9193.59 5260.65 645 945.832 3932.93 454.39 2365.06 142.112 100.392 45.8756 1567.87 487.128 1080.74 598.927 1962.74 317.125 1325.62 325.284 132.035 82.6999 2222.95 539.837 0.884636 internal_count=911180 789016 224936 564080 95163 122164 129773 71975 49073 61843 198875 22902 116858 14496 859 598 258 8406 2590 5816 3317 67930 9908 23188 4940 1307 832 13637 52915 76 is_linear=0 shrinkage=0.01 Tree=628 num_leaves=31 num_cat=0 split_feature=4 8 5 5 2 2 4 2 2 2 5 5 2 2 5 5 2 2 5 5 0 2 2 5 2 0 2 5 0 5 split_gain=16.7249 12.4325 8.41637 10.626 14.8181 44.7593 9.50014 8.80798 6.30409 12.4195 9.81441 13.3181 8.76533 16.108 18.5821 16.758 9.94515 14.3162 19.9621 50.8587 14.5147 13.6309 19.9871 13.5663 12.6909 10.1807 10.0887 19.8238 16.7688 9.63684 threshold=2.5000000000000004 11406.500000000002 488.50000000000006 212.50000000000003 0.74478940512375169 0.77836257309941537 6.5000000000000009 0.55022935779816529 0.96784532671629464 0.92890109890109895 27.500000000000004 15.500000000000002 0.87439320388349528 0.87577160493827166 10.500000000000002 9.5000000000000018 0.68783602150537648 0.66349106014087067 6.5000000000000009 45.500000000000007 1.0000000180025095e-35 0.50155279503105599 0.4817045961624275 15.500000000000002 0.54186137071651097 1.0000000180025095e-35 0.16749174917491746 107.50000000000001 1.0000000180025095e-35 17.500000000000004 decision_type=10 8 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -2 -5 -6 -4 -8 9 12 11 -11 16 14 15 -14 17 21 -19 23 -21 22 26 25 -23 -20 27 28 -3 -25 right_child=2 8 6 4 5 -7 7 -9 -10 10 -12 -13 13 -15 -16 -17 -18 18 19 20 -22 24 -24 29 -26 -27 -28 -29 -30 -31 leaf_value=0.016067156763452752 -0.0010682451090995384 0.001169538932578005 -0.008760706666493305 -0.0010295501138179429 0.022040271493630997 -0.0030542540425392388 -0.010108294664609862 0.085889543779470709 0.00074704520991306967 -0.0026720514965680592 -0.0051539153706573124 0.0028618992793512884 0.0064729354115256009 0.00051076276550245992 -0.0014496046396348153 0.021316567507293348 -0.00062950230119246723 0.00017012710504674553 0.00076126413630010726 -0.0016127818046944244 0.011893208275252174 -0.0024248965941480551 0.0011779640851788821 0.016892411378037934 -0.00032072145708358208 0.01436757110616016 -0.00046819637954948444 -0.0076072733458978636 -0.0002549386395759616 0.0081849950724993438 leaf_weight=4.8769523671362549 1513.5240322715836 1569.094080716488 17.959249179111797 38.958351515699178 13.120815575704912 15.508956347126512 0.17785980319604178 0.20659599371720105 1359.2998112085043 136.931965775555 75.025613106437959 63.727704716380686 41.086425148067065 267.6061974405311 24.13228993373923 9.3335209547076357 1918.6477422661847 457.74428751436062 37.370611444115639 133.99081863777246 8.459488310152663 340.47645461256616 1776.9191230440047 14.649067209567873 1812.5986739979126 6.4480111675802609 2806.6466657109559 31.058163813082501 1745.944682392641 96.03750568581745 leaf_count=222 142511 37250 3469 10027 524 2852 41 9 37338 9040 13294 3881 1502 20579 1463 135 127876 16344 2716 11631 277 26942 74979 686 119486 214 171204 1515 69679 3494 internal_value=0 0.000103495 -0.000973141 -0.000895007 0.00298438 0.00844638 -0.00770777 0.0414783 9.82107e-05 3.22644e-05 -0.00206824 -0.000914519 7.64747e-05 0.00165599 0.00576678 0.00922072 3.41073e-05 0.000151592 0.00148006 0.00349927 -0.000810721 5.2155e-05 0.000243746 0.00747299 -0.000653465 0.00276346 -2.6057e-05 0.000344802 0.000419304 0.0093374 internal_weight=0 14738.1 1599.46 1581.11 67.5881 28.6298 18.3437 0.384456 14733.2 13373.9 275.685 200.66 13098.2 342.158 74.5522 50.4199 12756.1 10837.4 754.7 296.956 142.45 10082.7 7929.66 154.505 2153.08 43.8186 6152.74 3346.1 3315.04 110.687 internal_count=911180 751747 159433 155914 13403 3376 3519 50 751525 714187 26215 12921 687972 23679 3100 1637 664293 536417 35362 19018 11908 501055 354627 7110 146428 2930 279648 108444 106929 4180 is_linear=0 shrinkage=0.01 Tree=629 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 5 5 1 1 1 1 3 3 5 5 5 1 1 10 3 3 10 5 5 1 10 1 split_gain=1245.35 903.552 94.448 58.1824 48.1085 26.9292 13.0301 12.4783 11.9528 10.6762 11.6999 10.4196 29.2172 14.3955 13.2335 9.84064 9.56404 9.51532 25.2158 29.8138 40.1474 14.4999 9.15558 9.14716 13.6153 17.9425 15.6815 8.73575 8.41208 7.98702 threshold=0.9999486804008485 2.9517374969145752e-05 0.0023884368129074005 8.8294510192099562e-07 0.94052824378013633 0.99999910593032848 0.00014260681928130004 0.99894970655441295 5.5000000000000009 11.500000000000002 0.034723896792862259 0.68772163120567387 0.68208556149732635 0.82683658170914553 29.500000000000004 26.500000000000004 309.50000000000006 340.50000000000006 353.50000000000006 0.39938650306748474 0.22271825396825398 7.0975467679090811e-05 296.50000000000006 29.500000000000004 1.7204054529429417e-05 84.500000000000014 28.500000000000004 0.44487847222222227 2.3335483092523649e-05 0.34556677890011228 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 8 2 2 2 2 2 2 10 8 2 2 2 2 2 2 left_child=1 3 6 -1 8 16 17 -6 11 -5 23 12 -4 -13 -14 -15 -2 -3 19 20 -19 -22 -8 -11 -25 26 28 -10 -26 -18 right_child=5 2 4 9 7 -7 22 -9 27 10 -12 13 14 15 -16 -17 29 18 -20 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-0.0092000159656420461 0.0068869574341835675 -0.0033697094383394331 -1.3824383931553636e-05 -0.0065017976826391589 0.0013524184640657361 0.009893310596091864 -0.0013906438189865747 0.0031021814056058695 0.0010620006301510926 -0.0021385301988898226 -0.0048008305884135035 -0.0027830510001564312 0.01650920558992092 -0.0030227062305185049 0.0018002463533416417 0.00050647979623132144 -0.013497780004306513 -0.010126003800434642 0.0014806365341588344 -0.010094122971476261 0.24133818471061233 0.10829568430949654 0.040120024398275424 0.0050033129831950976 -0.010110856978102578 -0.010082295705495204 0.11025215501160456 -6.1983002407566706e-05 0.070079222136900973 0.0049533328033291493 leaf_weight=904.87046797620133 312.19961535464972 533.85722278477624 4911.9464733107015 572.64652563491836 1658.0123219816014 1049.9744439041242 1606.7188084842637 540.40608794800937 1863.3791114864871 16.345345113775696 342.64644988032524 331.89992275740951 15.482999201864004 96.423855349421501 10.111031107604504 437.45097751170397 4.2464842684566957 0.18910143314860661 12.085547585971652 0.38754871883429587 0.15907922433689237 0.16888989508152008 0.53150824457406898 7.2959974664263409 0.27521651517599799 0.49403141066431999 0.41540477075614035 1099.4911375790834 0.24932679673656821 5.242262102663517 leaf_count=365205 20398 53136 37140 93019 16378 101550 64731 13304 19296 2307 102053 2746 93 621 77 2853 69 24 1959 68 23 21 3 1314 32 78 47 12463 25 147 internal_value=0 -0.00083784 8.37427e-05 -0.00738982 0.000459829 0.00911775 -0.00183058 0.00178254 0.000128114 -0.00564796 -0.00431829 -0.00013573 4.17029e-05 -0.00114764 0.0106984 -0.000130931 0.00658636 -0.00316394 0.00529242 0.0562172 0.105918 0.172827 -0.00137692 0.00227544 0.0105398 0.0387092 0.0643538 0.000644902 0.0280052 -0.00330407 internal_weight=0 14963.9 13118.7 1845.24 10964.6 1371.66 2154.1 2198.42 8766.19 940.368 367.722 5803.32 4937.54 865.775 25.594 533.875 321.688 546.847 12.9902 0.904619 0.517071 0.327969 1607.25 25.0753 8.72998 1.43398 0.939948 2962.87 0.524543 9.48875 internal_count=911180 789016 224936 564080 104971 122164 119965 29682 75289 198875 105856 43530 37310 6220 170 3474 20614 55231 2095 136 68 44 64734 3803 1496 182 104 31759 57 216 is_linear=0 shrinkage=0.01 Tree=630 num_leaves=31 num_cat=0 split_feature=9 5 0 2 4 2 1 5 5 2 2 5 2 5 5 9 2 2 2 5 9 5 2 9 2 1 1 4 2 5 split_gain=41.0794 11.329 11.399 10.9538 11.7937 11.6501 24.7066 56.0976 24.0391 20.3194 17.3571 17.3438 11.4197 11.2141 16.8249 10.8394 10.5626 13.3102 13.0935 19.1791 10.141 21.0048 18.1342 17.8679 19.9141 15.2156 18.6364 27.3213 17.803 28.7442 threshold=1.3750000000000002 190.50000000000003 1.0000000180025095e-35 0.24165739710789766 3.5000000000000004 0.67403517342452379 0.33460559796437661 4.5000000000000009 35.500000000000007 0.8185736677115989 0.61374887488748886 93.500000000000014 0.87577160493827166 4.5000000000000009 10.500000000000002 1.3750000000000002 0.66781609195402314 0.48492424242424242 0.25108695652173912 9.5000000000000018 5.4450000000000012 303.50000000000006 0.6072751322751323 7.6450000000000005 0.59943502824858774 0.98936170212765973 0.51869322152341024 3.5000000000000004 0.51530771633864425 25.500000000000004 decision_type=10 2 2 2 8 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 8 2 2 10 2 2 2 8 2 2 left_child=1 2 3 -1 5 6 7 -5 -9 15 -8 -12 13 -11 -15 -7 17 18 19 -4 25 -22 23 24 -23 26 28 -28 29 -2 right_child=20 -3 16 4 -6 9 10 8 -10 12 11 -13 -14 14 -16 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.00086715612350716348 0.00062956527516390512 0.0072840405032614268 0.0025258436208472957 -0.0038127683711904844 -0.0048757462299857989 0.0028194499164797024 0.0021117323240817864 0.021337732689154176 0.0018953137502606885 -0.00075945478103483122 -0.0058927024179801779 0.0095940089820694806 0.00072480685106357675 0.019678521780872951 0.0039104903293348883 -0.0038257921957219653 0.0053777132145512467 1.5681947437551635e-05 0.0084673442629468239 -0.024531370167520571 0.00045060361804479221 -0.0052672351104715836 -0.0079618999814074151 0.014972829906068935 0.010072099482901322 0.0012410982651685496 -0.00097418625673393407 -0.0060585841730781678 -0.00057205709252419973 -0.0035238758363670122 leaf_weight=347.49532660422847 2929.0336513444781 31.219781698659062 348.78621910791844 22.470158481039107 30.920236427336931 30.089170716237277 532.96285041421652 25.718853033613414 8.448436292819677 12.40531895123422 49.723571177106351 8.4621053389273566 90.647220536600798 11.866298724431546 15.747331934981046 133.24234568607062 91.937128095887601 262.35176754067652 38.47420330485329 2.6395868519321075 3127.5525468810811 40.354947237530723 56.226319001987576 7.0127259541768572 10.709488591761327 576.72288001957349 2209.9288019119995 110.99519258376677 4963.7361648633378 176.67328479967546 leaf_count=11587 88978 813 19383 624 858 717 25632 470 277 417 1050 205 4405 133 479 3519 4005 13889 1685 41 222098 7663 8963 159 357 16429 138215 12808 311104 14217 internal_value=0 0.00130514 0.00121472 0.000656819 0.00120125 0.00140077 0.00215005 0.00845944 0.0165303 -0.000250176 0.00154556 -0.00364043 0.00268908 0.00713836 0.0106864 -0.0026016 0.00220445 0.00175717 0.00292896 0.00232261 -0.000194649 0.000296721 -0.00391379 5.31005e-06 -0.00205019 -0.000339897 -0.000427651 -0.00121734 -0.000200522 0.00039329 internal_weight=0 2095.61 2064.39 1320.2 972.704 941.784 647.786 56.6374 34.1673 293.998 591.149 58.1857 130.666 40.0189 27.6136 163.332 744.189 652.252 389.9 351.426 14208.9 3241.86 114.303 58.0772 51.0644 10967.1 10390.4 2320.92 8069.44 3105.71 internal_count=911180 90189 89376 50373 38786 37928 28258 1371 747 9670 26887 1255 5434 1029 612 4236 39003 34998 21109 19424 820991 239240 17142 8179 8020 581751 565322 151023 414299 103195 is_linear=0 shrinkage=0.01 Tree=631 num_leaves=31 num_cat=0 split_feature=9 2 2 2 0 9 9 1 1 2 1 9 9 9 9 3 0 9 9 9 9 9 1 2 1 9 1 1 1 1 split_gain=40.2831 10.0217 12.9635 11.5549 11.6287 11.8055 9.94097 14.9133 18.2806 17.4517 22.027 23.4928 16.5808 12.7083 11.9812 11.802 11.3706 16.1677 16.0074 13.4168 9.50321 21.9901 15.4319 16.1733 16.4257 12.0742 11.0994 9.41809 12.7152 14.4825 threshold=1.3750000000000002 0.85379556042751448 0.87577160493827166 0.72509541984732839 1.0000000180025095e-35 1.3750000000000002 5.4450000000000012 0.98936170212765973 0.51869322152341024 0.51530771633864425 0.41476388168137007 3.7050000000000005 5.3950000000000005 5.3550000000000013 5.3650000000000011 29.500000000000004 1.0000000180025095e-35 3.0250000000000004 2.4350000000000005 2.6750000000000003 5.3450000000000006 5.2150000000000007 0.66522988505747138 0.31281565656565663 0.84248120300751894 5.2650000000000006 0.88956639566395668 0.80070921985815613 0.31158186076218869 0.32087118565105982 decision_type=10 2 2 2 2 8 10 2 2 2 2 10 10 10 10 8 2 10 10 10 10 10 2 2 2 10 2 2 2 2 left_child=1 3 -3 -1 5 -5 7 8 9 -2 12 -12 13 -11 -15 -9 18 -18 -17 -20 21 -10 -23 24 25 -24 -26 28 -8 -30 right_child=6 2 -4 4 -6 -7 27 15 20 10 11 -13 -14 14 -16 16 17 -19 19 -21 -22 22 23 -25 26 -27 -28 -29 29 -31 leaf_value=0.0013174318184550643 0.00038935621652162955 0.0098410056099269005 0.0024046390884559557 0.0042983559734252313 0.0049545683538887086 -0.0038119958434953902 -0.00013095514334987378 -0.0011364030141450159 -0.0013747169387325873 -0.00028420389314371975 -1.4745256466382985e-05 -0.0035943987841736374 -0.0049986429987223064 0.0092572696147510455 0.0012425891555597555 -0.0050450995244408058 0.0039176153770610336 -0.0025785135787418844 0.010339786074603596 0.0032103653972873091 -0.0045982375179240238 -0.0012173783724413827 -0.0079194432528948578 0.011225996482114172 0.015057491095847165 0.0025401708022651966 -0.0085793450139719403 -0.0013834710854014269 0.0067631527236744517 0.00099520232816237937 leaf_weight=1750.7385465207044 3105.6970007255441 27.685270459391177 152.96062426362187 21.172436994500458 24.049279784783721 117.83069748710841 1608.9589461770374 154.49727432173677 2063.5666032641893 4036.5824312100885 309.64688785746694 449.45648104313295 73.274153379607014 25.702410134370439 67.997631718521006 20.781526646111161 63.440041647292674 96.727846402674913 30.166530616115779 211.18858394515701 79.738198388949968 72.94647187332157 14.638747232151216 28.33779287408106 13.22287734353449 44.848466203315184 2.3379080081358543 303.45288732717745 45.058491934323683 1284.236911695567 leaf_count=77468 103195 715 6703 524 1551 3228 125960 5525 123852 235839 9841 46987 9376 2176 6885 518 1692 3583 491 4620 10863 9023 1909 1511 530 3057 278 8621 3765 100894 internal_value=0 0.00129282 0.00354432 0.0010803 -0.00146585 -0.00257666 -0.000192739 -0.000336571 -0.000423474 -0.000198544 -0.00056646 -0.00213422 -0.000283345 -0.000199692 0.00344106 0.00122852 0.00209371 -5.49662e-06 0.00337634 0.00410146 -0.00120584 -0.00108508 0.00230448 0.00478942 0.00235899 -3.37545e-05 0.0115062 0.000293763 0.000466982 0.00119072 internal_weight=0 2094.44 180.646 1913.79 163.052 139.003 14206.5 10964.8 10388 8068.36 4962.66 759.103 4203.56 4130.28 93.7 576.802 422.305 160.168 262.137 241.355 2319.64 2239.9 176.332 103.386 75.048 59.4872 15.5608 3241.71 2938.25 1329.3 internal_count=911180 90189 7418 82771 5303 3752 820991 581751 565322 414299 311104 56828 254276 244900 9061 16429 10904 5275 5629 5111 151023 140160 16308 7285 5774 4966 808 239240 230619 104659 is_linear=0 shrinkage=0.01 Tree=632 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 9 9 9 10 9 9 9 0 9 9 4 10 4 4 9 1 9 10 9 9 9 1 1 4 1 split_gain=1229.74 891.986 92.737 58.3358 42.8715 52.0323 40.6484 28.8418 27.0854 23.2701 14.8064 13.8154 13.7844 14.912 13.8881 14.1941 13.4244 13.028 12.3464 23.1156 12.6194 12.0864 11.4739 11.1986 11.1238 9.41807 9.2462 12.1104 9.24495 10.6009 threshold=0.9999486804008485 2.9517374969145752e-05 0.0070173616986721008 8.8294510192099562e-07 0.98755538463592529 3.3950000000000005 3.6650000000000005 3.0050000000000003 0.99999910593032848 6.0750000000000011 5.285000000000001 5.2950000000000008 1.0000000180025095e-35 7.6900000000000004 4.1150000000000011 11.500000000000002 0.00032736793218645006 3.5000000000000004 1.5000000000000002 8.1200000000000028 0.11055555555555556 2.9150000000000005 0.00073490195791230009 4.9150000000000009 9.7700000000000014 4.995000000000001 0.14337101747173689 0.11152570480928686 2.5000000000000004 0.13363095238095238 decision_type=2 2 2 2 2 10 8 10 2 10 10 10 2 10 10 10 2 10 10 10 2 10 2 10 10 10 2 2 10 2 left_child=1 3 6 -1 5 -4 22 -6 21 -5 16 -9 18 14 -14 17 -8 -16 -7 25 -21 -2 -3 -17 -22 -20 27 -18 -13 -30 right_child=8 2 4 9 7 12 10 11 -10 -11 -12 28 13 -15 15 23 26 -19 19 20 24 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0091915068638725936 0.0088578234581654022 -0.0044824025493407846 -0.00083265277446853956 -0.0062129763558518639 0.0050028175513763245 0.0014165162239093976 -0.0027519224318460415 0.00022378823568393173 0.0098890367967446255 -0.0014173316741803255 0.00053966159100545875 0.0032132691638520807 0.00180321943916496 0.0073219020126340699 -0.00058683881909502749 -0.00079709947226936891 0.00033404112903793651 -0.0051443478788270785 -0.00045878698717884576 0.006180542800463127 -0.0072983058527802307 0.0049137037197345334 -0.0021919107909041395 0.015821814691186618 0.0060166830234486537 0.0012823979198405358 -0.0012069785977561209 0.0082294516912989977 0.0050348211373465058 -0.0018926297058401659 leaf_weight=896.14892480534036 133.35407244693488 414.74279535398819 2818.5028226934373 819.29435390036087 290.46711671678349 3221.2202985417098 432.10635601775721 491.98019091971219 1039.2881693458185 115.43856803572271 651.72782536619343 426.45599998906255 270.74852165952325 26.75375834852457 978.23884053714573 7.2599833626300123 240.60970961861312 67.019445894286036 501.50711800903082 9.4129058793187124 69.287240613251925 186.15430092765018 462.6857799468562 9.1838578656315786 6.8991631790995589 816.28661314304918 762.0517945131287 21.133413087110966 30.293646664358675 81.570963959209621 leaf_count=365205 13632 18187 18516 176428 12462 23932 44269 4302 101550 22447 32884 5024 1578 166 6333 56 5281 583 5562 75 400 6982 8009 63 45 7901 27140 768 314 1086 internal_value=0 -0.000830284 8.29399e-05 -0.00736849 0.000539687 0.000287605 -0.00146601 0.0022197 0.00910621 -0.00562072 -0.000713077 0.00143507 0.000815269 -7.00514e-05 -0.000218472 -0.00073403 -0.00127386 -0.000879055 0.00107547 0.000292667 -0.00474294 0.00655987 -0.00327458 0.00848454 -0.00609255 0.000619763 -0.000650023 0.000971525 0.00254209 -1.6632e-05 internal_weight=0 14939 13108.1 1830.88 10123.1 8802.32 2985.06 1320.77 1358.8 934.733 2107.63 1030.3 5983.82 1359.2 1332.45 1061.7 1455.9 1045.26 4624.61 1403.39 85.5993 319.508 877.429 16.4438 76.1864 1317.79 1023.79 261.743 538.321 111.865 internal_count=911180 789016 224936 564080 88398 65210 136538 23188 122164 198875 110342 10726 46694 8779 8613 7035 77458 6916 37915 13983 520 20614 26196 119 445 13463 33189 6049 6424 1400 is_linear=0 shrinkage=0.01 Tree=633 num_leaves=31 num_cat=0 split_feature=9 2 2 3 2 1 0 2 0 4 2 9 4 1 9 1 1 3 4 9 9 1 1 0 1 9 3 9 1 9 split_gain=38.9001 9.82896 16.6044 11.7384 15.1411 13.7386 12.9041 9.95235 18.1408 16.9541 11.0612 9.66566 14.7075 26.4182 23.7572 23.7305 14.2126 12.332 10.7192 21.9385 11.3824 10.4842 17.271 23.1814 22.8727 31.7568 12.5387 16.4836 9.98764 31.5145 threshold=1.3750000000000002 0.86391694725028068 0.87577160493827166 29.500000000000004 0.68457101658255237 0.66751700680272119 1.0000000180025095e-35 0.66349106014087067 1.0000000180025095e-35 1.5000000000000002 0.64262062440870393 5.4450000000000012 3.5000000000000004 0.2573593073593074 5.3550000000000013 0.20701970443349751 0.98936170212765973 29.500000000000004 8.5000000000000018 4.9150000000000009 4.3950000000000005 0.51869322152341024 0.49844720496894418 1.0000000180025095e-35 0.41476388168137007 3.7050000000000005 17.500000000000004 4.705000000000001 0.25092592592592594 5.1150000000000011 decision_type=10 2 2 8 2 2 2 2 2 10 2 10 10 2 10 2 2 8 10 10 10 2 2 2 2 10 10 10 2 10 left_child=1 3 -3 5 7 -1 -7 10 9 -9 -5 12 16 14 18 -16 21 -18 20 -20 -14 22 24 26 -2 -26 27 -24 -22 -30 right_child=11 2 -4 4 -6 6 -8 8 -10 -11 -12 -13 13 -15 15 -17 17 -19 19 -21 28 -23 23 -25 25 -27 -28 -29 29 -31 leaf_value=0.0031856073292333277 -0.00016959708355779245 0.011671940608238712 0.002373638924039875 0.00077817923848176823 -0.0023170935669178422 -0.0011336093595305666 0.0058034854560678221 0.011160922816118964 -0.00010521662148724526 -0.0051712952649376285 -0.0072659630830138738 0.00029051074040682521 0.0023917201094979883 -0.0043388928355890602 0.0026528322040552665 0.024952833924635959 -0.0011614342750484691 0.0021907422258730862 -0.00096631832228481166 0.014352296439621735 -0.0041259834606504073 -0.0009521573692369878 0.0093635698106678475 0.0020110115863663357 0.00038875836836831871 -0.0037407382034980782 -0.00096156963954358791 -0.0031420115160566767 -0.010507181830265402 0.20885040548976144 leaf_weight=431.05186871066689 5574.554963993025 21.973120965529233 152.45441260095686 1005.936754307244 164.29300995031372 164.6479678559117 32.031234640628099 38.992932558991015 51.701235608197749 7.5938354139216235 17.389426073990762 3237.4374772805604 40.933873666450381 242.14177935034968 13.173327869269999 7.4824291595723471 149.83739476301707 410.12722885911353 30.903990464052185 13.404060206026768 92.987047794274986 2203.7458518219646 27.344916987232864 762.66789081937168 320.16264378116466 445.16037429415155 590.32230248651467 17.150838423054665 0.2312963301083063 0.091365811764262617 leaf_count=18833 275018 495 6703 49431 5002 3873 2120 853 2328 200 351 239240 1684 30273 843 309 5403 10630 1222 278 7351 138216 1231 23586 10104 45410 28123 1971 53 46 internal_value=0 0.00127247 0.00354497 0.00106533 0.000518119 0.0021863 -3.83199e-06 0.000933419 0.00397289 0.0084987 0.000641485 -0.000189483 -0.000331495 -0.00211979 0.000577595 0.0107309 -0.000256335 0.00129375 -0.000596988 0.00366787 -0.00200463 -0.000343649 -0.000170334 0.00083597 -0.000392151 -0.00201322 -0.000575721 0.00454331 -0.00393326 0.0516067 internal_weight=0 2088.07 174.428 1913.64 1285.91 627.731 196.679 1121.61 98.288 46.5868 1023.33 14179.9 10942.4 441.349 199.207 20.6558 10501.1 559.965 178.552 44.3081 134.244 9941.11 7737.36 1397.49 6339.88 765.323 634.818 44.4958 93.3097 0.322662 internal_count=911180 90189 7198 82991 58165 24826 5993 53163 3381 1053 49782 820991 581751 42059 11786 1152 539692 16033 10634 1500 9134 523659 385443 54911 330532 55514 31325 3202 7450 99 is_linear=0 shrinkage=0.01 Tree=634 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 9 10 9 9 9 5 2 5 10 9 5 2 5 9 5 2 9 5 9 9 9 2 10 split_gain=1214.62 880.946 91.0455 58.4756 44.1012 41.4544 46.6855 39.942 27.2359 23.0766 19.0105 36.2178 18.3136 39.3255 21.0663 18.1535 17.0228 16.8925 14.5934 14.1376 14.0748 22.8957 14.9844 40.7268 63.4216 32.3712 22.3519 13.8186 13.0339 17.0614 threshold=0.9999486804008485 2.9517374969145752e-05 0.0043998162727802515 8.8294510192099562e-07 4.8650000000000011 0.98755538463592529 3.9350000000000005 3.6650000000000005 0.99999910593032848 6.0750000000000011 2.5450000000000004 2.5750000000000006 2.5000000000000004 0.42807881773399015 1.0000000180025095e-35 0.78322452306747448 2.3350000000000004 497.50000000000006 0.41152751423149908 4.5000000000000009 5.285000000000001 32.500000000000007 0.37529342723004699 5.3150000000000004 45.500000000000007 5.3050000000000006 8.3400000000000016 4.8950000000000005 0.32515060240963861 0.0016333823441527001 decision_type=2 2 2 2 10 2 10 8 2 10 10 10 2 2 2 2 10 2 2 2 10 2 2 10 2 10 8 10 2 2 left_child=1 3 7 -1 5 10 -7 -3 -2 -5 12 -12 14 -14 15 -4 -15 27 -16 -11 -9 -22 23 24 -23 -26 28 -6 -25 -30 right_child=8 2 4 9 17 6 -8 20 -10 19 11 -13 13 16 18 -17 -18 -19 -20 -21 21 22 -24 26 25 -27 -28 -29 29 -31 leaf_value=-0.0091831614895530218 0.0065340637547878447 -0.0035098384696522055 -0.0019366631736851137 -0.0061875150361439622 0.0037769533273796373 0.0040115225664882712 -0.0026027366920862026 -0.0013762448769991536 0.0098847071971317167 -0.006845704270946178 0.006367870823206616 -0.00017091353708729721 -0.0046663911960915152 0.0029481315067278685 -0.0078859492254211259 0.0025390314304130283 -0.0037591268505634805 -0.0047183839784030101 -0.0028625351904177695 0.00084692734274206198 -0.00077379045696279324 0.23068654215245621 0.002562465564539177 -0.0013625826611503306 -0.010130331895242832 0.13998009746823883 0.038543779348319603 0.0011375434689039445 0.0066322827544446229 0.048196654126969961 leaf_weight=887.76428648561705 317.4437521933578 767.22615033201873 613.16185437887907 814.05681793764234 207.24600785784423 442.65629240078852 140.61165322735906 1265.8216754405294 1028.9206449715421 33.795246715773828 86.789625201374292 3532.7680169558153 117.8116979598999 286.7374231684953 89.105252319946885 106.33970042318106 43.591769892722368 47.88011496886611 164.76564759388566 81.515362648875453 397.838506589178 0.20762208220549183 145.59123845584691 11.185965295881038 0.51147407339885831 0.19977077166549861 2.2065175659954539 4625.5573487933725 3.5620020064525297 1.3664320530369876 leaf_count=365205 20614 24832 3435 176428 1610 14406 962 73640 101550 5081 559 27096 756 1862 672 2004 262 590 1349 17366 19690 22 10316 778 56 18 31 39600 335 55 internal_value=0 -0.000822797 8.22403e-05 -0.00734773 0.000496632 -0.000106942 0.00241699 -0.00159483 0.0090947 -0.00559445 -0.000398969 -1.41268e-05 -0.00137888 0.000293919 -0.00214904 -0.00127517 0.00206301 0.00119217 -0.00462569 -0.00140763 -0.000791301 0.000524632 0.00365852 0.0119526 0.0769188 0.0320319 0.00869429 0.00125073 0.00460705 0.0181562 internal_weight=0 14917.9 13100.7 1817.13 10505 5624.34 583.268 2595.72 1346.36 929.367 5041.07 3619.56 1421.51 448.141 973.372 719.502 330.329 4880.68 253.871 115.311 1828.49 562.67 164.831 19.2398 0.918867 0.711245 18.3209 4832.8 16.1144 4.92843 internal_count=911180 789016 224936 564080 95163 53363 15368 129773 122164 198875 37995 27655 10340 2880 7460 5439 2124 41800 2021 22447 104941 31301 11611 1295 96 74 1199 41210 1168 390 is_linear=0 shrinkage=0.01 Tree=635 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 3 3 5 5 1 1 1 1 3 3 5 5 5 1 1 10 10 3 1 10 1 5 5 split_gain=1200.27 870.37 89.4734 58.6021 45.7918 27.39 12.7455 12.3627 11.8349 11.685 10.7117 10.6204 10.1996 28.5366 13.9474 12.841 10.1212 9.57538 9.3942 23.1397 24.9371 29.9531 9.36077 9.17027 8.85732 8.23758 8.10358 7.96572 10.5528 8.73312 threshold=0.9999486804008485 2.9517374969145752e-05 0.0023884368129074005 8.8294510192099562e-07 0.94052824378013633 0.99999910593032848 0.00014260681928130004 18.500000000000004 11.500000000000002 5.5000000000000009 4.5000000000000009 0.040202020202020204 0.68772163120567387 0.68208556149732635 0.74891304347826104 29.500000000000004 26.500000000000004 309.50000000000006 340.50000000000006 353.50000000000006 0.39938650306748474 0.22271825396825398 0.99894970655441295 0.99766892194747936 296.50000000000006 0.44487847222222227 7.0975467679090811e-05 0.85307609282245023 1.5000000000000002 1.5000000000000002 decision_type=2 2 2 2 2 2 2 8 10 2 2 2 2 2 2 10 8 2 2 2 2 2 2 2 10 2 2 2 2 2 left_child=1 3 6 -1 9 17 18 8 23 12 -5 -12 13 -4 -14 -15 -16 -2 -3 20 21 -20 -9 27 -8 -11 -23 28 -6 -29 right_child=5 2 4 10 7 -7 24 22 -10 25 11 -13 14 15 16 -17 -18 -19 19 -21 -22 26 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.0091749696223221832 0.0068139187900387501 -0.0033171248299192929 -1.6511137772476711e-05 -0.0065896087687865547 -0.0028251132985973688 0.0098803939807707349 -0.0013515848439533118 0.0010840366754144204 0.0066411704356054008 0.0010396625702874544 0.00098434401291559856 -0.0048815908501980395 -0.004998710642282145 0.016273218637421975 -0.003438459256397896 0.0017892946528876561 -0.00024374287937024974 -0.0034321969805735705 -0.010123722076517351 0.001528631975278842 -0.010092619158569243 0.18810810124990229 0.0027087944051015834 0.0052951121771554668 0.039241697589872351 -5.2080168760651208e-05 0.096746025089400653 0.00090685340909543168 0.0045270994706126952 -0.01482584093636366 leaf_weight=879.71171671547927 306.10655407328159 529.86092335870489 4910.4337276061997 486.84622004290577 33.729912713170052 1019.1251878787298 1600.0000200709328 1478.240460395813 94.074258326087147 1863.8866798961535 33.417965986765921 404.01579031674191 84.473214745521545 15.525205546990037 116.58574605919421 10.105125036090612 663.75463735125959 9.4010167671367508 0.18607274862006207 12.036052026553078 0.38105625007301569 0.20176841854117811 466.49899459816515 56.833619662560523 0.53769970685243507 1098.4246400799602 0.18711719335988164 7.2835301943123323 46.347897163592279 6.8433084413409233 leaf_count=365205 20398 53136 37140 73796 300 101550 64731 14792 1181 19296 5232 119847 787 93 802 77 4631 216 24 1959 68 23 11874 1077 3 12463 21 69 337 52 internal_value=0 -0.000815567 8.14354e-05 -0.00732753 0.000447076 0.00908331 -0.00178704 0.00174053 0.00385693 0.000123852 -0.00556917 -0.00443346 -0.000137095 3.84212e-05 -0.00113888 0.0105627 -0.000721045 0.00650862 -0.00311113 0.00528986 0.052643 0.0942214 0.00147378 0.00212276 -0.00133795 0.000634845 0.144148 0.000208886 0.00143024 -0.00671436 internal_weight=0 14900.4 13096.4 1803.99 10953 1334.63 2143.39 2189.85 245.113 8763.19 924.28 437.434 5800.88 4936.06 864.814 25.6303 780.34 315.508 542.853 12.9921 0.956015 0.574958 1944.74 151.038 1600.54 2962.31 0.388886 94.2046 80.0778 14.1268 internal_count=911180 789016 224936 564080 104971 122164 119965 29682 3016 75289 198875 125079 43530 37310 6220 170 5433 20614 55231 2095 136 68 26666 1835 64734 31759 44 758 637 121 is_linear=0 shrinkage=0.01 Tree=636 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 10 9 9 5 10 3 5 10 5 5 2 2 9 9 9 5 9 10 3 3 2 2 9 split_gain=1186.1 859.89 88.027 58.7263 42.8764 38.3894 38.2062 27.5374 24.1737 22.9628 17.8914 16.8826 15.8772 15.7862 15.2665 13.9426 12.3856 12.9987 25.0167 26.1257 14.7456 12.2552 14.3324 42.4076 33.7154 12.2525 12.1838 14.642 16.6396 15.0098 threshold=0.9999486804008485 2.9517374969145752e-05 0.015218299813568552 8.8294510192099562e-07 3.6650000000000005 0.99473056197166454 3.3950000000000005 0.99999910593032848 2.9750000000000005 6.0750000000000011 1.0000000180025095e-35 0.97252115607261669 18.500000000000004 119.50000000000001 0.00073490195791230009 4.5000000000000009 1.0000000180025095e-35 0.30032679738562096 0.31838294448913923 4.9050000000000011 9.7700000000000014 2.9150000000000005 52.500000000000007 4.9050000000000011 0.99997490644454967 9.5000000000000018 29.500000000000004 0.28629976580796251 0.091229193341869366 6.1150000000000011 decision_type=2 2 2 2 8 2 10 2 10 10 2 2 10 2 2 2 2 2 2 10 10 10 2 10 2 10 10 2 2 10 left_child=1 3 4 -1 14 6 11 21 -7 -5 -6 13 -10 -4 -3 -11 17 20 19 -19 -8 -2 -23 -24 -25 -20 27 28 -17 -29 right_child=7 2 5 9 10 8 16 -9 12 15 -12 -13 -14 -15 -16 26 -18 18 25 -21 -22 22 23 24 -26 -27 -28 29 -30 -31 leaf_value=-0.0091667160635485641 0.0088262859484002729 -0.0044238945642907732 -0.0010528977126964397 -0.0061404460598426793 -0.0015672121345280236 0.0053283515706223882 -0.00085337714309228997 0.0098760709240404438 0.0050228975109907906 -0.0068012195793918659 0.00012480033165989231 0.0024429993389250026 0.0010034347851201099 0.0021423954882926143 -0.0019708936922002702 -0.010265973369242469 0.0011937921561977099 -0.009671008313897651 -0.0039878832920114482 0.015228481324325948 0.015222050984544719 0.0059839729576442926 0.0067927206742447871 -0.0011247435664045438 -0.040167379947996809 0.00084398358827052146 0.0069479699384813222 0.053508309225988128 0.043094769487829254 -0.0031353592190721934 leaf_weight=871.73871727875667 130.41535724792629 410.8507422558032 2285.6747357025743 804.59867127984762 1026.6553705942351 225.89872693642974 829.56227581948042 1009.4241760428995 115.66207618359476 33.353067540563643 1597.1460164478049 167.68408255185932 653.69419426470995 165.83459390699863 663.36443433072418 0.95766770886257235 3566.629910197109 5.2310913559049395 54.697025517001748 21.671576645225286 5.7455760687589637 155.94133159751073 18.355929283425215 4.6130110509693605 4.2491974569857121 1294.8826678059995 23.500454606139101 0.47183671535458316 1.49926163314376 54.863690676284023 leaf_count=365205 13632 18187 14157 176428 31842 10849 4839 101550 1582 5081 86486 3209 7425 908 9927 56 26539 38 364 110 39 6410 471 52 49 8435 4843 107 181 12179 internal_value=0 -0.000808456 8.06508e-05 -0.00730723 -0.00122624 0.000595179 0.000375091 0.00907196 0.0024522 -0.00554384 -0.00053726 -0.000626776 0.00160771 -0.000836749 -0.00290908 -0.00135681 0.000829208 0.000241298 0.000838492 0.0103869 -0.000742804 0.00648346 0.0048153 -0.0018804 -0.0198447 0.000648153 0.000876942 -0.00159175 0.0222957 -0.00265237 internal_weight=0 14881.9 13090.9 1790.98 3698.02 9392.87 8397.61 1323 995.255 919.245 2623.8 2619.19 769.356 2451.51 1074.22 114.646 5778.42 2211.79 1376.48 26.9027 835.308 313.575 183.159 27.2181 8.86221 1349.58 81.2929 57.7925 2.45693 55.3355 internal_count=911180 789016 224936 564080 146442 78494 58638 122164 19856 198875 118328 18274 9007 15065 28114 22447 40364 13825 8947 148 4878 20614 6982 572 101 8799 17366 12523 237 12286 is_linear=0 shrinkage=0.01 Tree=637 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 9 10 9 9 9 9 1 1 1 1 9 1 1 1 0 9 9 2 9 9 10 0 1 split_gain=1172.13 849.528 86.6039 58.8458 50.814 42.304 45.7499 31.9811 27.6657 22.7948 19.4056 15.613 12.2528 11.8682 12.0058 11.8025 36.3454 16.8953 16.3101 16.6562 15.4338 20.3806 12.6022 12.13 12.1237 11.7385 11.4452 11.2567 10.6314 15.6113 threshold=0.9999486804008485 2.9517374969145752e-05 0.0016333823441527001 8.8294510192099562e-07 4.8650000000000011 0.98755538463592529 3.9350000000000005 3.9350000000000005 0.99999910593032848 6.0750000000000011 3.0850000000000004 4.8950000000000005 2.9150000000000005 0.24165739710789766 0.15018796992481201 0.39938650306748474 0.39593646864686471 4.455000000000001 0.48130677847658981 0.51363749070171105 0.74095860566448812 1.0000000180025095e-35 3.1750000000000003 4.7250000000000005 0.33248299319727892 3.9050000000000007 5.4850000000000012 0.00032736793218645006 1.0000000180025095e-35 0.72245564892623726 decision_type=2 2 2 2 10 2 10 8 2 10 10 10 10 2 2 2 2 10 2 2 2 2 10 10 2 8 10 2 2 2 left_child=1 3 7 -1 5 10 25 -3 12 -5 -4 13 -2 14 -6 16 17 -12 -17 -20 24 22 -22 -24 -21 -7 27 -9 29 -13 right_child=8 2 4 9 11 6 -8 26 -10 -11 15 28 -14 -15 -16 18 -18 -19 19 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0091584003693106954 0.0088138944097983368 -0.0037706179771988587 -0.0010897182287313608 -0.0061159890959031314 0.0020555751137081718 0.0029955755698648518 -0.0026047120479872703 -0.0026892075586514349 0.0098717376562124769 -0.0013453277178615852 0.0012604436034975007 0.0014825263531774823 0.0047893728284987488 0.0055692423459809751 -0.010502922552460235 -0.0027722415065083374 0.023827572973042086 -0.0012321118886216853 0.001670749125766465 -0.0058204137196743652 -0.0048561051687015201 -0.0040658467196641249 0.0038931348928377425 -0.0049511304155255348 -0.0013519696466783183 0.0067519931761916016 0.00067837298521225943 -0.00048712877401976313 8.4467814069899384e-05 -0.0004598602622828328 leaf_weight=863.84450741752516 129.29832318681292 621.14364061225206 2679.6160798128694 799.76228703022934 75.826638162136078 327.40626881457865 140.58906262740493 446.35684357932769 999.81673200265504 114.49498270498589 1064.6474934183061 3503.40639289096 182.32097939727828 136.18663191702217 8.4618010427802783 268.8422984695062 6.7824371941387644 365.23334462102503 379.57979943510145 72.876893704757094 21.906832102686167 64.103705875575542 181.284738115035 16.957920039072633 363.95677812770009 111.52591110253707 308.64586722478271 483.69260858325288 968.14204005151987 469.19486563280225 leaf_count=365205 13632 25977 18943 176428 584 7010 962 48531 101550 22447 8931 35232 6982 1307 106 3223 47 4159 3019 968 138 472 1584 197 4263 7396 17179 21490 8052 5166 internal_value=0 -0.000801347 7.98703e-05 -0.00728687 0.000410982 -0.000209628 0.00235988 -0.00191881 0.00906087 -0.00551855 -0.000481071 0.0011403 0.00645924 0.00374396 0.000794815 0.000100126 0.000733316 0.000623772 -0.000564113 -2.47688e-05 -0.000917289 0.000896339 0.00234124 0.00313659 -0.00209744 0.00395002 -0.000990227 -0.00154397 0.00102412 0.00125312 internal_weight=0 14864.5 13086.4 1778.1 11226.5 6065.31 579.521 1859.84 1311.44 914.257 5485.79 5161.22 311.619 220.475 84.2884 2806.17 1436.66 1429.88 1369.51 1100.67 721.087 284.253 220.149 198.243 436.834 438.932 1238.7 930.049 4940.74 3972.6 internal_count=911180 789016 224936 564080 111759 61312 15368 113177 122164 198875 45944 50447 20614 1997 690 27001 13137 13090 13864 10641 7622 2391 1919 1781 5231 14406 87200 70021 48450 40398 is_linear=0 shrinkage=0.01 Tree=638 num_leaves=31 num_cat=0 split_feature=9 2 2 3 2 1 0 2 0 2 9 1 1 2 1 9 9 9 2 2 0 9 9 9 9 1 1 1 9 1 split_gain=35.9741 9.69499 12.5987 11.5557 15.0397 12.8875 12.3783 9.95347 17.9089 10.9386 9.50846 14.4828 17.2917 16.7389 21.3442 21.8244 16.1745 12.5271 11.8765 13.2538 11.3793 21.9456 14.7732 14.3035 11.3796 9.55651 12.5266 14.2295 15.3335 14.0246 threshold=1.3750000000000002 0.85379556042751448 0.87577160493827166 29.500000000000004 0.68457101658255237 0.66751700680272119 1.0000000180025095e-35 0.66349106014087067 1.0000000180025095e-35 0.6453654552878727 5.4450000000000012 0.98936170212765973 0.51869322152341024 0.51530771633864425 0.41476388168137007 3.7050000000000005 5.3950000000000005 5.3550000000000013 0.80066225165562932 0.77296157450796643 1.0000000180025095e-35 3.0250000000000004 2.4350000000000005 2.6750000000000003 5.4350000000000014 0.80070921985815613 0.31158186076218869 0.32087118565105982 5.455000000000001 0.27812939521800284 decision_type=10 2 2 8 2 2 2 2 2 2 10 2 2 2 2 10 10 10 2 2 2 10 10 10 10 2 2 2 10 2 left_child=1 3 -3 5 7 -1 -7 9 -9 -5 11 12 13 -2 16 -16 17 -15 19 -19 22 -22 -13 -24 -23 26 29 -28 -29 -12 right_child=10 2 -4 4 -6 6 -8 8 -10 -11 25 20 -14 14 15 -17 -18 18 -20 -21 21 24 23 -25 -26 -27 27 28 -30 -31 leaf_value=0.0031156691099978062 0.00038755016142377004 0.0096893577108281281 0.0023252092642407456 0.00068665048879647738 -0.0024078357071144916 -0.0010996289326344038 0.0057459668338861718 0.0084442795771431552 -0.0001418071491531737 -0.010703864891964366 8.4348223645193415e-05 -0.0042017920680493979 -0.0011751650643124639 -0.00027470739132586793 -4.8930263146679835e-05 -0.0035220046534834787 -0.0049557295582431079 0.0041152511231588983 -0.00070464375623332035 0.016856066465319067 0.0035308752463884758 -0.0034535413551151158 0.0087934745245495521 0.0022099745807367833 0.01619885735232774 -0.0013994514999374774 0.0067382758659102759 0.0075342168865688355 0.00081261565181465611 -0.0043059389034559607 leaf_weight=424.87161342520267 3080.2655667355284 27.462905083782971 150.78988271998242 1003.6686074468307 158.5469682677649 163.15298790764064 31.516729685943574 46.28458984522149 51.127657683566213 8.5023751431144756 1520.5248230797588 31.503769838716835 2295.1502458595205 4001.2627016052138 305.41476081765722 443.90693863201886 72.485200120368972 43.364471850451082 39.747621677583084 10.05868404987268 81.692294581327587 133.67661037668586 37.329191653989255 284.63049788353965 3.0128401680849484 301.70811089826748 44.673582056770101 34.893289202358574 1240.5321214304422 76.41904495266499 leaf_count=18785 103195 715 6703 49595 4830 3873 2120 1053 2328 187 112038 847 151023 235839 9841 46987 9376 5587 2722 752 2467 5609 614 6857 35 8621 3765 2104 98790 13922 internal_value=0 0.00123052 0.00345978 0.00102001 0.000473134 0.0021394 8.66256e-06 0.000884793 0.0039378 0.000590969 -0.000182552 -0.000323994 -0.000410061 -0.000190461 -0.000552614 -0.00210642 -0.000273198 -0.000190302 0.00343453 0.00651413 0.00122498 -0.000569681 0.00233378 0.00297329 -0.00302037 0.000294824 0.000470062 0.00119081 0.000996506 -0.000125742 internal_weight=0 2065.92 178.253 1887.67 1268.13 619.541 194.67 1109.58 97.4122 1012.17 14082.3 10863.5 10291.7 7996.51 4916.24 749.322 4166.92 4094.43 93.1708 53.4232 571.845 218.382 353.463 321.96 136.689 3218.75 2917.04 1320.1 1275.43 1596.94 internal_count=911180 90189 7418 82771 57993 24778 5993 53163 3381 49782 820991 581751 565322 414299 311104 56828 254276 244900 9061 6339 16429 8111 8318 7471 5644 239240 230619 104659 100894 125960 is_linear=0 shrinkage=0.01 Tree=639 num_leaves=31 num_cat=0 split_feature=4 3 5 5 2 2 4 2 2 2 4 3 5 3 5 2 2 2 5 5 2 2 5 5 2 2 5 5 3 5 split_gain=15.331 12.8735 8.16557 10.6121 13.8552 42.7445 9.22111 7.87221 6.33124 22.2126 7.67536 10.983 7.56768 18.0831 29.9698 6.25105 5.95864 11.9587 9.58044 13.0739 8.40141 15.0953 18.1821 15.6616 9.24016 13.6813 19.2109 48.5882 27.0936 12.8131 threshold=2.5000000000000004 42.000000000000007 488.50000000000006 212.50000000000003 0.74478940512375169 0.77836257309941537 6.5000000000000009 0.55022935779816529 0.47083130772970344 0.42907444668008049 3.5000000000000004 28.500000000000004 227.50000000000003 29.500000000000004 218.50000000000003 0.4663841807909605 0.96784532671629464 0.92890109890109895 27.500000000000004 15.500000000000002 0.87439320388349528 0.87577160493827166 10.500000000000002 9.5000000000000018 0.68783602150537648 0.66349106014087067 6.5000000000000009 45.500000000000007 1.5000000000000002 15.500000000000002 decision_type=10 10 2 2 2 2 8 2 2 2 10 10 2 10 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 left_child=1 16 3 -2 8 -6 -4 -8 9 12 11 -11 13 14 -5 -13 17 20 19 -19 24 22 23 -22 25 -1 -27 29 -29 -28 right_child=2 -3 6 4 5 -7 7 -9 -10 10 -12 15 -14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 26 27 28 -30 -31 leaf_value=4.7238461126069631e-05 -0.0010349059881677284 0.015357210184191982 -0.0087113952287050742 -0.010044876764674963 0.021573753791203736 -0.0030258806659645681 -0.01011033281699459 0.07998630971078817 -0.0032838040624197326 0.079812461632902051 0.005124066927244454 0.019123968776259534 -0.0089141379847363783 -0.010146185927049451 0.2734715214927057 0.074251412506621636 0.00072681280399555109 -0.0026529445467180952 -0.0051183452511050428 0.0028475289266993156 0.0063895147802548779 0.00051059460193914323 -0.0015493344528056967 0.020814460511990669 -0.00061244376461162407 0.00015741674907906466 0.0027494462818324896 0.098343821947162222 -0.00098781748631535343 0.0091638359438963729 leaf_weight=9958.7665404585423 1493.7829637880204 5.527938454411923 17.578913814795673 0.079111859668044349 13.121448948746549 15.299678625306113 0.17352284700609644 0.21985049534123391 28.392994850175455 0.45497954636812288 1.2622274841414762 1.7941807858878749 5.6486639492213726 0.31201011675875634 0.070519465021789074 0.23232692875899363 1349.5970595360268 135.68115507392213 73.851346838404424 63.405506565002725 40.80317688069772 264.19015957973897 23.919451879686676 9.2292372514493746 1895.0474717702018 452.49230729741976 43.503181795822456 0.27513129229191591 140.77824167837389 109.59787985356525 leaf_count=501039 142511 265 3469 30 524 2852 41 9 8266 63 234 179 1115 97 17 26 37326 9040 13294 3881 1502 20578 1463 135 127861 16345 2930 29 11879 4180 internal_value=0 9.96825e-05 -0.000937878 -0.000860689 0.00304286 0.00833126 -0.00763989 0.0402433 -0.000886921 0.00601937 0.0252004 0.0354124 -0.00573266 0.0331961 0.123573 0.025444 9.38902e-05 2.92354e-05 -0.00204223 -0.000901143 7.29326e-05 0.00162845 0.00562197 0.00905041 3.11891e-05 0.000145124 0.00145071 0.00344017 -0.000794066 0.00734121 internal_weight=0 14566.7 1578.42 1560.45 66.6681 28.4211 17.9723 0.393373 38.247 9.85402 3.74371 2.48149 6.11031 0.461641 0.149631 2.02651 14561.1 13211.5 272.938 199.087 12938.6 338.142 73.9519 50.0324 12600.5 10705.4 746.647 294.154 141.053 153.101 internal_count=911180 751747 159433 155914 13403 3376 3519 50 10027 1761 502 268 1259 144 47 205 751482 714156 26215 12921 687941 23678 3100 1637 664263 536402 35363 19018 11908 7110 is_linear=0 shrinkage=0.01 Tree=640 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 2 4 10 0 10 3 2 3 2 3 2 2 3 0 8 2 0 2 3 2 10 2 4 split_gain=1157.93 838.61 85.0451 58.975 36.366 27.8101 24.6959 11.9335 11.4296 9.67163 10.5219 9.57231 8.3018 22.9816 8.28424 7.91486 7.71369 7.39888 10.0564 9.35593 8.14562 7.31607 6.589 6.90433 6.73574 6.61953 6.12567 5.9463 5.92999 5.81209 threshold=0.9999486804008485 2.9517374969145752e-05 0.020015737973153553 8.8294510192099562e-07 0.99473056197166454 0.99999910593032848 0.00042608799412840006 0.8185736677115989 3.5000000000000004 0.51461192965507518 1.0000000180025095e-35 5.1029428504989491e-06 1.5000000000000002 0.66349106014087067 18.500000000000004 0.84654631083202525 15.500000000000002 0.73368794326241138 0.66349106014087067 25.500000000000004 1.0000000180025095e-35 1068.5000000000002 0.88251725271114034 1.0000000180025095e-35 0.89504283965728282 27.500000000000004 0.62871870397643603 0.00012842786236425005 0.78297101449275375 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 8 2 2 2 8 2 10 2 10 2 2 10 2 10 2 2 2 10 2 2 2 10 left_child=1 3 6 29 9 -2 7 12 14 10 -4 28 13 -3 16 17 -6 18 26 20 -20 -8 -17 24 25 -24 -11 -14 -5 -1 right_child=5 2 4 11 8 -7 21 -9 -10 15 -12 -13 27 -15 -16 22 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0092541729877343906 0.0064338373842045792 0.00046857782401934264 0.00037951460255630489 -0.0071164415733446628 0.0038775609524141336 0.0098674209373770631 -0.00067833857211389143 -2.0653450386588474e-05 -0.001164538349574774 0.00061881495227402903 -0.00070118689536382965 -0.0045062128670287638 -0.0038245301548758036 0.10774844982740446 0.002386228045191811 0.0047114591431042388 0.010195229066128917 -0.00087892836253587823 0.0075380924912147006 0.0016434588293903001 -0.0053194548479017006 0.027508655681174953 -0.013998369922491339 -0.00089082690510411259 0.0024476381293438436 -0.00048858824445476685 -0.0021011767496634244 -0.0021797511892519038 -0.0041151851251870078 -0.0026540164590979488 leaf_weight=842.0462325544795 309.67558800172992 0.92773202992975601 3261.6446354947984 355.26614512840752 85.16009092470631 989.99674122803845 2914.1813672673889 168.77869171532802 81.686522849835455 2351.7395168477669 1244.7215868160129 472.91667090088595 417.32994985859841 0.25445195473730564 799.76421976648271 72.05588854663074 24.999767757020891 312.18104646168649 47.887958686798811 277.33608797378838 5.4924102053046218 0.92112228274345298 4.519412416964772 98.331709096208215 341.23092119209468 18.364413237199187 85.819200633093715 464.38976484094746 80.807965100393631 13.556896720838266 leaf_count=355251 20614 74 25286 94356 1449 101550 65119 12183 1313 15741 7245 82017 44474 22 16715 388 379 1659 277 1546 33 5 25 671 2040 89 436 27767 22502 9954 internal_value=0 -0.000794193 7.8825e-05 -0.00726527 0.00061083 0.00904929 -0.00114336 -0.002457 0.00241868 0.000390092 8.10097e-05 -0.00549162 -0.00292274 0.0235594 0.00274035 0.000775391 0.0053113 0.00058048 0.000745059 0.00238137 0.00621515 -0.000669432 0.00189871 0.00146044 0.00209542 -0.00315669 0.000523052 -0.00295825 -0.00656029 -0.00914959 internal_weight=0 14844.3 13079.7 1764.59 9112.94 1299.67 3966.78 1051.68 991.611 8121.32 4506.37 908.991 882.902 1.18218 909.924 3614.96 110.16 3080.46 2768.28 330.716 53.3804 2915.1 534.502 462.446 364.115 22.8838 2437.56 881.72 436.074 855.603 internal_count=911180 789016 224936 564080 75292 122164 149644 84520 19856 55436 32531 198875 72337 96 18543 22905 1828 19692 18033 1856 310 65124 3213 2825 2154 114 16177 72241 116858 365205 is_linear=0 shrinkage=0.01 Tree=641 num_leaves=31 num_cat=0 split_feature=3 4 1 5 0 1 4 5 4 5 1 1 1 1 5 4 1 4 1 5 7 3 1 1 3 3 5 5 3 1 split_gain=15.0308 15.0299 9.45026 11.2185 10.7584 12.3924 8.93894 7.69229 10.8049 10.6537 11.6486 16.6478 44.7993 14.4626 10.5162 10.2214 9.90044 9.46789 15.7004 8.42627 7.98914 7.98167 10.1941 6.1592 5.74349 26.4968 6.34357 7.5906 8.49853 19.5775 threshold=42.000000000000007 2.5000000000000004 0.63673020527859248 10.500000000000002 1.0000000180025095e-35 0.79531763417305601 3.5000000000000004 488.50000000000006 6.5000000000000009 188.50000000000003 0.52960654460459688 0.24494897959183673 0.21889880952380952 0.58847248576850109 24.500000000000004 3.5000000000000004 0.23845060412224586 5.5000000000000009 0.62532051282051293 200.50000000000003 1.0000000180025095e-35 28.500000000000004 0.55028089887640463 0.53361581920903967 9.5000000000000018 6.5000000000000009 408.50000000000006 380.50000000000006 4.5000000000000009 0.52960654460459688 decision_type=10 10 2 2 2 2 10 2 10 2 2 2 2 2 2 10 2 10 2 2 2 10 2 2 8 10 2 2 10 2 left_child=1 24 7 6 -5 -6 -4 9 -9 14 11 12 -11 15 17 19 -14 20 -19 -12 -3 22 -21 -23 25 26 27 -1 -29 -30 right_child=-2 2 3 4 5 -7 -8 8 -10 10 13 -13 16 -15 -16 -17 -18 18 -20 21 -22 23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=0.0010497665787384343 0.014859445812955441 -0.00075800833574777931 -0.0010130002240501155 -0.0013120731130377354 -0.017400180479203161 0.013494005454323055 -0.0061739801854905768 -0.0088938424182782635 0.048173552772291545 -0.0028842546357274795 0.10178655884082137 -0.0026927602401384367 0.0170358465761134 -0.011351750453334506 -0.0026398425005719297 0.0055389839956197506 0.038757782834660304 0.0011376268191815443 0.015074966778239695 0.093477629006015681 0.051283276295643068 0.071580594701616387 -0.0032951552970908655 0.018152655855369168 0.00013541528999623623 -0.0031464437899577291 -0.0097735976888807547 -0.0083646309368182216 0.18876379774773178 0.0076016129094260915 leaf_weight=361.19925281219184 6.8028689341153941 785.90418685262557 50.348184851463884 122.30963564210106 1.5115747416857601 9.2059146666433662 100.64702953107189 14.937981509603556 0.33931295922957438 18.127063239458952 0.17873306991532389 35.745348439435475 10.488405255717224 1.491145171690732 229.43507893040078 1.8603731989860532 2.622991007519885 176.59773090539966 8.4702791053568927 0.38383914099540595 0.29509839415550132 0.2392775070620704 0.15194333798717707 2.1960914168739691 13886.525361603824 279.83850490371697 5.4461720627732566 0.1843745531514277 0.10060400259681046 0.14654089428950101 leaf_count=29919 307 58306 3305 13184 132 130 5493 3104 36 3353 61 9972 453 386 54717 383 127 5776 82 42 3 22 47 277 696006 24528 926 48 45 10 internal_value=0 -8.00434e-06 -0.000936382 -0.00258765 -0.000470251 0.00913675 -0.00445309 -0.000572667 -0.00762636 -0.000488094 0.00320807 0.00196769 0.00730052 0.0159877 -0.000714306 0.0241244 0.0213814 -0.000259452 0.00177552 0.0351012 -0.000738475 0.0310897 0.0660337 0.023402 9.2508e-05 -0.000828528 0.000938518 0.00109984 0.0430157 0.0813464 internal_weight=0 16106.9 1573.49 284.022 133.027 10.7175 150.995 1289.46 15.2773 1274.19 73.4852 66.9838 31.2385 6.5014 1200.7 5.01026 13.1114 971.267 185.068 3.14988 786.199 2.97115 0.535782 2.43537 14533.4 646.915 367.077 361.631 0.431519 0.247145 internal_count=911180 910873 159391 22244 13446 262 8798 137147 3140 134007 15123 13905 3933 1218 118884 832 580 64167 5858 449 58309 388 89 299 751482 55476 30948 30022 103 55 is_linear=0 shrinkage=0.01 Tree=642 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 2 10 3 3 5 5 5 10 3 2 5 10 10 1 5 5 2 10 0 5 5 1 1 5 split_gain=1144.15 828.181 83.4932 59.086 44.5815 27.9649 12.4663 12.7282 11.9881 11.6456 10.8688 10.8179 10.3784 9.4805 10.3061 8.98959 18.4731 8.97607 8.9523 8.85309 8.6733 10.3871 10.4046 11.2108 8.11232 7.92557 30.7542 30.5344 7.71074 10.2801 threshold=0.9999486804008485 2.9517374969145752e-05 0.0016333823441527001 8.8294510192099562e-07 0.94052824378013633 0.99999946355819713 0.8185736677115989 0.00012842786236425005 18.500000000000004 11.500000000000002 12.500000000000002 1.0000000180025095e-35 17.500000000000004 0.18897357583045957 42.000000000000007 0.19929078014184398 23.500000000000004 0.99894970655441295 0.99766892194747936 0.78596059113300509 309.50000000000006 317.50000000000006 0.6586800573888093 0.99998754262924205 1.0000000180025095e-35 340.50000000000006 353.50000000000006 0.39938650306748474 0.85307609282245023 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 8 10 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 6 -1 10 20 7 25 9 18 13 -5 -8 14 -4 16 -12 -10 28 -17 -2 -22 -23 -24 -18 -3 27 -27 29 -6 right_child=5 2 4 11 8 -7 12 -9 17 -11 15 -13 -14 -15 -16 19 24 -19 -20 -21 21 22 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0091409362729801286 0.0068887950858069549 -0.0039561895344237437 -0.00048019575103796385 -0.0069751974580496883 -0.0028200523642488268 0.0099342519742145214 -0.001381127720867845 -0.0016994012986118008 0.0010421268999634809 0.0065586412743439768 0.0036498286318307912 -0.0046730022811309968 0.0025479002024623126 0.00028677126067608533 0.022572977808392333 0.00079804445735816201 -0.002570427652786038 0.0026385379940117269 0.005214267358146325 0.0095967694846456082 -0.036986303924264476 0.010600865713495635 -0.022773835476607399 0.010301869017845027 -0.0095933748829569437 0.11523399420994337 -0.00015257889419142208 -0.010085036503289591 -0.0066288073796271375 0.0044468019573964523 leaf_weight=847.66446344717406 338.1496066658292 406.78687198949046 3537.4274374060333 311.31746802211273 33.717973059974611 940.10777665046044 191.94729815772735 1141.2326694515068 1473.8745557041839 93.058546606451273 46.876188439317048 592.68807311973069 103.46959887281992 3148.0625098589808 1.9403186514973629 2182.0015602214262 91.840468298643827 462.79911588039249 56.176197751425207 11.495750945061443 0.8052060566842546 4.831219118088482 2.7934734188020229 1.6184762828052042 20.036004004999995 0.47847797628492017 9.0484752922784519 0.3275059477891773 14.173149913549421 46.060580670833588 leaf_count=365205 24048 42877 37284 45568 300 97869 9380 52331 14792 1181 332 153307 6922 16986 12 26309 799 11874 1077 139 11 150 21 65 216 48 1558 61 121 337 internal_value=0 -0.000787267 7.79279e-05 -0.00724428 0.000402735 0.00903761 -0.0018884 -0.00224555 0.0016864 0.00377916 9.31868e-05 -0.00546582 -4.98794e-06 -0.000112462 -0.000467558 0.000677846 -0.00162008 0.00142361 0.00205626 0.000844157 0.00661673 -0.00253884 0.000461999 -0.0106404 -0.00382817 -0.00374152 0.00511986 0.0643115 0.000168009 0.00137551 internal_weight=0 14824.5 13072.8 1751.67 11219.5 1288.31 1853.29 1557.87 2179.86 243.186 9039.68 904.006 295.417 6687.43 3539.37 2352.25 158.753 1936.67 150.128 2193.5 348.198 10.0484 9.24317 4.41195 111.876 416.641 9.85446 0.805984 93.9517 79.7786 internal_count=911180 789016 224936 564080 111759 122164 113177 96875 29682 3016 82077 198875 16302 54282 37296 27795 1347 26666 1835 26448 24295 247 236 86 1015 44544 1667 109 758 637 is_linear=0 shrinkage=0.01 Tree=643 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 5 2 10 5 5 2 10 3 10 6 5 2 2 2 2 5 3 2 3 3 2 3 split_gain=1130.65 818.123 82.0267 59.1978 36.9286 28.1085 20.8185 13.1723 10.7799 10.1726 9.71315 8.57649 9.92836 10.2255 10.8475 8.43115 7.56474 7.21019 7.105 6.96995 9.83125 8.89423 8.98364 8.514 7.47253 7.42051 6.73566 6.68474 11.8228 10.5709 threshold=0.9999486804008485 2.9517374969145752e-05 0.011652591172605703 8.8294510192099562e-07 0.99473056197166454 0.99999946355819713 0.00025326936156485003 5.5000000000000009 1.0000000180025095e-35 0.8185736677115989 0.65440738201141369 309.50000000000006 317.50000000000006 0.6586800573888093 0.99998754262924205 18.500000000000004 9.0361113507242425e-06 300.50000000000006 37.500000000000007 0.86391694725028068 0.73368794326241138 0.64308462238398556 0.62542517006802734 2.5000000000000004 29.500000000000004 0.88251725271114034 15.500000000000002 22.500000000000004 0.40078740157480325 19.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 8 2 8 2 2 2 2 2 2 10 2 10 10 2 10 left_child=1 3 6 -1 7 11 9 10 -5 -3 -4 -2 -13 -14 -15 26 -10 -8 -11 20 21 22 -12 -22 25 -21 -6 28 29 -9 right_child=5 2 4 8 15 -7 17 27 16 18 19 12 13 14 -16 -17 -18 -19 -20 24 23 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0091324259091800589 0.0068646851896191933 -0.0031765164801403518 -0.00023463519495771221 -0.0069528540408385518 0.0035791701879951282 0.0099305629207064178 0.030498483879592832 -0.0028928031320741678 -0.0054818934303103514 -0.0015188173793624002 0.00048241997138470037 -0.035764849206617731 0.010594799282127665 -0.022262099668451038 0.010298813731259461 0.0020301828337348166 -0.0031105657017424437 -0.00083356850970799068 0.0037882905970784042 0.01317943824834338 -0.00067009686957045385 0.0029472303881992942 -0.0066702634161609192 -0.0061737162652390903 0.00091716112959160882 0.003546362003039562 0.0091946976701316532 0.00068609624037153493 0.0028686100905697082 0.0058955199399094039 leaf_weight=840.00821951671969 335.95489504467696 661.40513113816269 3776.9937505107373 309.20533283543773 97.23392891837284 931.09758025617339 0.73466669768095016 71.974910153076053 382.43488397391047 95.0894229139667 1363.797680686228 0.82428027410060067 4.7858727099373919 2.8289284259080887 1.6028451677411792 863.34971662191674 207.52907055302057 2634.794703675434 34.334474871400744 8.873886685818432 113.4338662661612 150.90327726118267 17.788631794974208 37.368086637929082 165.96626085601747 80.883557841181755 27.373104115948081 2502.7666056379676 344.96192562021315 16.900591008365154 leaf_count=365205 24048 61155 24578 45568 1691 97869 4 506 113638 7056 10561 11 150 21 65 17726 39669 71767 3256 48 620 911 89 235 1156 549 439 20124 2342 123 internal_value=0 -0.000780399 7.71793e-05 -0.00722363 0.000549521 0.00902619 -0.00125182 0.000340386 -0.00544042 -0.00267481 6.07243e-05 0.00659249 -0.002514 0.000459432 -0.0104858 0.00238114 -0.00464774 -0.000824835 -0.000110911 0.000636053 0.000402368 0.000642102 0.000390326 -0.00203387 0.00217427 0.00449874 0.00481276 0.000884739 0.00203069 -0.00122161 internal_weight=0 14806.1 13066.9 1739.18 9640.57 1277.09 3426.36 8652.61 899.169 790.829 5716.01 345.997 10.0419 9.21765 4.43177 987.957 589.964 2635.53 129.424 1939.02 1683.29 1532.49 1381.59 150.802 255.724 89.7574 124.607 2936.6 433.837 88.8755 internal_count=911180 789016 224936 564080 81698 122164 143238 61842 198875 71467 38747 24295 247 236 86 19856 153307 71771 10312 14169 12416 11561 10650 855 1753 597 2130 23095 2971 629 is_linear=0 shrinkage=0.01 Tree=644 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 10 10 0 5 5 5 4 5 5 10 5 5 5 4 5 4 5 10 5 10 4 5 split_gain=1117.3 808.169 80.6358 59.3059 43.0347 28.2515 11.3037 10.7436 10.5424 9.73521 9.2645 11.5546 9.1253 19.5328 33.1855 8.48045 9.49959 7.80797 6.50955 7.16124 8.94177 6.17407 10.1699 5.93384 19.4738 6.22702 13.9739 29.8219 5.90406 7.91445 threshold=0.9999486804008485 2.9517374969145752e-05 0.0016333823441527001 8.8294510192099562e-07 0.94052824378013633 0.99999946355819713 0.99894970655441295 11.500000000000002 0.068259380757808671 0.00014260681928130004 1.0000000180025095e-35 1.0000000180025095e-35 340.50000000000006 353.50000000000006 2.5000000000000004 309.50000000000006 317.50000000000006 1.1116698715341046e-05 497.50000000000006 214.50000000000003 232.50000000000003 2.5000000000000004 103.50000000000001 6.5000000000000009 390.50000000000006 4.5252242841797857e-07 1.0000000180025095e-35 5.7829336697068367e-07 2.5000000000000004 92.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 10 2 10 2 2 2 2 8 2 left_child=1 3 9 23 8 15 -6 -5 -4 12 18 -12 -3 14 -14 -2 -17 -9 19 28 -21 -8 -23 -1 25 -25 27 -27 -10 -30 right_child=5 2 4 7 6 -7 21 17 10 -11 11 -13 13 -15 -16 16 -18 -19 -20 20 -22 22 -24 24 -26 26 -28 -29 29 -31 leaf_value=-0.0092312642238619267 0.0068405190055323721 -0.0032034746574584501 -0.00034352988209787448 -0.0062971499821982066 0.0012491924823147039 0.0099268681734892526 0.0033444751497004477 -0.0049843097791270451 0.00068178283149991094 -0.0013962514290365971 -0.0011126051796165092 0.0006488378979980573 0.02304925915574926 0.0016237046427396663 0.18035203134067604 -0.034618339278514799 0.00045687800146687564 -0.0016681110217459339 -0.003473729604605057 0.007607041395932798 0.0015811047580401153 0.0011899331178663942 -0.013834769028689938 -0.0057347665787731983 0.19880811456689795 0.24552014899341174 0.004474706657340048 -0.010036976733531475 -0.001075281280748004 0.005030935644226792 leaf_weight=819.16913779714378 333.78125594789162 521.49632261367515 3446.9604149917141 542.77454296848737 1645.5096065104008 922.17439336143434 461.2677427046001 252.88985506189056 3537.8506206572056 1312.7907038321719 819.40146843530238 682.67668218165636 0.90388459642417618 11.939190720906479 0.15748068899847567 0.84296715073287387 9.1918852366507036 98.714228314929642 38.734523335471749 30.231337707489729 132.78351161256433 63.503698542714119 4.8490941040217868 11.644703520811158 0.047886239015498044 0.078257930465043368 1.3780408047023227 0.1096301032230258 327.45912141352892 22.69769431091845 leaf_count=355251 24048 53136 49383 93019 16378 97869 12086 84442 20091 57946 4588 3845 112 1959 24 11 236 21414 327 206 988 1195 23 9076 27 20 796 35 2396 253 internal_value=0 -0.000773574 7.64402e-05 -0.00720291 0.000395345 0.00901473 0.00165817 -0.00541502 9.14536e-05 -0.00185946 0.000359589 -0.00031205 -0.00299717 0.00527836 0.0463891 0.0065682 -0.00248958 -0.00405327 0.000606268 0.000645279 0.00269862 0.00292885 0.000124048 -0.00912385 -0.00248743 -0.00321709 0.0155051 0.0964061 0.000559188 -0.000679467 internal_weight=0 14788 13061.2 1726.81 11213.9 1265.99 2175.13 894.379 9038.8 1847.29 5591.83 1502.08 534.497 13.0006 1.06137 343.816 10.0349 351.604 4089.76 4051.02 163.015 529.621 68.3528 832.428 13.2585 13.2106 1.56593 0.187888 3888.01 350.157 internal_count=911180 789016 224936 564080 111759 122164 29682 198875 82077 113177 32694 8433 55231 2095 136 24295 247 105856 24261 23934 1194 13304 1218 365205 9954 9927 851 55 22740 2649 is_linear=0 shrinkage=0.01 Tree=645 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 9 10 9 9 3 9 3 9 9 9 10 3 1 1 9 1 9 9 9 3 10 1 10 split_gain=1104.1 798.315 79.1455 59.4116 49.3602 39.6318 45.056 31.6423 28.4031 23.0147 19.2136 31.943 15.4014 13.3678 13.348 11.7045 11.2331 10.6983 10.3659 10.0439 11.8961 9.47614 8.7442 22.9127 19.0719 15.5187 15.6708 14.8953 15.4592 14.4082 threshold=0.9999486804008485 2.9517374969145752e-05 0.0016333823441527001 8.8294510192099562e-07 4.8650000000000011 0.98755538463592529 3.9350000000000005 3.9350000000000005 0.99999946355819713 6.0750000000000011 3.0850000000000004 28.500000000000004 4.8950000000000005 23.500000000000004 3.8750000000000004 3.9050000000000007 5.4850000000000012 0.00032736793218645006 19.500000000000004 0.012270400481782552 0.066767983789260368 4.1150000000000011 0.88956639566395668 6.1150000000000011 6.0750000000000011 5.2550000000000008 28.500000000000004 0.78322452306747448 0.25092592592592594 0.99766892194747936 decision_type=2 2 2 2 10 2 10 8 2 10 10 8 10 10 10 8 10 2 10 2 2 10 2 10 8 10 10 2 2 2 left_child=1 3 7 -1 5 10 15 -3 14 -5 -4 -12 13 -6 -2 -7 17 -9 -16 21 -21 -13 25 24 -24 -14 27 28 -27 -25 right_child=8 2 4 9 12 6 -8 16 -10 -11 11 19 22 -15 18 -17 -18 -19 -20 20 -22 -23 23 29 -26 26 -28 -29 -30 -31 leaf_value=-0.0091152171201305445 0.0082132810512369567 -0.0036967804147270506 -0.0010885507947512628 -0.0060001268784452069 -0.0043889477065477715 0.0029150549203732514 -0.002649765583048338 -0.0025945786946469196 0.0099231673939093219 -0.0011523144872672873 -0.0021411542352165465 0.0028059514153698471 0.00040989212208607977 0.0044469774721600536 0.0086135208858279851 0.0066928577959942176 0.00073902648252040389 -0.00043873436467499092 0.0025520355452590864 -0.0066652927810423347 0.00031776872021897697 0.00022215555042907854 0.0012755597291445396 -0.0056408587749249952 0.021785694876250213 0.00026397540186869252 0.0010178322937787925 0.0041754115782720296 0.0034543535554979617 0.0007764702232063523 leaf_weight=824.92602961725788 199.37252101278864 614.60589095251635 2677.1031795218587 777.59723331325222 18.710389451123774 324.36483547557145 140.22262428700924 441.00812405790202 913.33739992114715 112.03972820425406 519.9586641555652 342.55157055146992 1871.7493180260062 201.70210546720773 38.782039531972259 109.76405429141596 306.98568114056252 481.5172399636358 103.52377434074879 24.75635499227792 1674.6141133550555 242.37772521004081 186.46705845370889 100.52497388795018 4.6467335857450953 351.05280218832195 1726.6918238280341 372.44266228750348 267.69974542967975 53.663639728911221 leaf_count=365205 18800 25977 18943 176428 184 7010 962 48531 97869 22447 5538 2097 20286 1813 1693 7396 17179 21490 3802 277 17406 1683 1581 721 28 2634 15907 2951 2912 1430 internal_value=0 -0.000766824 7.57072e-05 -0.0071821 0.000391493 -0.000220733 0.00227843 -0.00184407 0.00900303 -0.0053896 -0.000482602 9.58715e-05 0.00111064 0.00369691 0.00654343 0.00387023 -0.00091794 -0.00146932 0.00420395 0.00060507 0.00021604 0.0017353 0.000995129 -0.000539518 0.00177424 0.00111059 0.00159314 0.00259535 0.00164427 -0.00340738 internal_weight=0 14769.7 13055.2 1714.56 11211.1 6055.71 574.352 1844.12 1255.02 889.637 5481.36 2804.26 5155.35 220.412 341.678 434.129 1229.51 922.525 142.306 2284.3 1699.37 584.929 4934.94 345.302 191.114 4589.64 2717.89 991.195 618.753 154.189 internal_count=911180 789016 224936 564080 111759 61312 15368 113177 122164 198875 45944 27001 50447 1997 24295 14406 87200 70021 5495 21463 17683 3780 48450 3760 1609 44690 24404 8497 5546 2151 is_linear=0 shrinkage=0.01 Tree=646 num_leaves=31 num_cat=0 split_feature=9 9 3 2 0 9 0 9 9 9 9 2 2 9 2 2 3 2 2 0 2 2 0 9 2 9 9 0 2 2 split_gain=32.1638 9.77742 14.5748 19.5388 49.4302 24.35 22.7662 20.8376 16.1099 14.1112 10.4858 10.0644 10.3335 9.86155 9.46711 16.1009 11.8652 14.1481 10.6144 19.822 10.7284 9.38404 12.3102 9.26235 9.24415 12.9381 11.023 12.9766 10.6235 14.3233 threshold=1.3750000000000002 5.4450000000000012 29.500000000000004 0.16749174917491746 1.0000000180025095e-35 2.5450000000000004 1.0000000180025095e-35 2.6750000000000003 5.1250000000000009 5.3850000000000007 2.3350000000000004 0.37341365461847392 0.67574992574992587 5.2750000000000012 0.86391694725028068 0.87577160493827166 29.500000000000004 0.67403517342452379 0.66349106014087067 1.0000000180025095e-35 0.6453654552878727 0.33248299319727892 1.0000000180025095e-35 5.0550000000000006 0.4817045961624275 4.995000000000001 5.1150000000000011 1.0000000180025095e-35 0.39415279556124627 0.30810147299509005 decision_type=10 10 8 2 2 10 2 10 10 10 10 2 2 10 2 2 8 2 2 2 2 2 2 10 2 10 10 2 2 2 left_child=14 2 10 4 5 -4 9 -7 11 -5 -2 -8 23 24 16 -16 21 18 20 -20 -18 22 -1 -13 26 -26 -12 28 29 -28 right_child=1 -3 3 6 -6 7 8 -9 -10 -11 13 12 -14 -15 15 -17 17 -19 19 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-0.00080450267884476546 0.0013117321199218215 0.00031316698365817816 -0.0044482413172430759 -0.00060182615449707103 -0.00063756435397605167 0.01047689601127833 -0.0023958902983163381 0.0029082588912116092 -0.0026727573987251696 -0.0046893967475803051 -0.0021007854121016501 0.0019260146239680586 -0.00026405484943935962 0.0007032909256591423 0.011483694887510491 0.0022549908119360146 0.00061512112713856351 -0.0023270778337842585 0.0090565799376691493 -0.00019963778563875971 -0.010717401454977647 0.0032571956978146659 0.003515617087190101 0.0082589703789588964 -0.00027133909914208056 -0.0022696694662337207 0.0004689851680380481 -0.0038208442384152718 -0.002826488428927197 0.0082374849727223382 leaf_weight=180.29472539736889 220.91774203814566 3190.4223122798721 42.674662013538182 3989.1871472667553 902.77847200084943 38.578772863838822 69.312000355916098 637.02432770910673 113.93982586450875 86.283113042358309 1149.4858269436518 716.71837927482557 238.28716892295051 335.54464433528483 21.654844327829778 148.85216243262403 990.21386900311336 164.27282855426893 42.762533527798951 50.406921572517604 8.4248308176174742 328.59362146048807 104.00919111631811 23.863430431694724 1622.7847847669036 404.81538225425174 53.646320192841813 48.338955822167918 30.987705365405418 42.565339523251168 leaf_count=4823 7857 239240 970 249389 25364 573 2244 13880 5556 11269 59795 22060 6669 36449 495 6703 49595 5125 933 2325 187 14357 5646 891 79722 45011 3834 2042 5364 2812 internal_value=0 -0.000173057 -0.000317122 -3.93697e-05 0.000920024 0.0028777 -0.000336306 0.00334045 0.00089834 -0.000688365 -0.00080445 0.00128653 0.00154727 -0.000931208 0.00117137 0.00342706 0.000965584 0.000409012 0.000820683 0.00404874 0.000519516 0.00210623 0.000775962 0.00213008 -0.0010948 -0.000670311 -0.00174436 0.000589664 0.00226577 0.00390587 internal_weight=0 13958.2 10767.7 6858.65 1621.06 718.278 5237.59 675.603 1162.12 4075.47 3909.09 1048.18 978.869 3688.17 2039.49 170.507 1868.98 1256.08 1091.81 93.1695 998.639 612.898 284.304 740.582 3352.62 2027.6 1325.02 175.538 127.199 96.2117 internal_count=911180 820991 581751 338865 40787 15423 298078 14453 37420 260658 242886 31864 29620 235029 90189 7198 82991 58165 53040 3258 49782 24826 10469 22951 198580 124733 73847 14052 12010 6646 is_linear=0 shrinkage=0.01 Tree=647 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 9 10 9 9 5 9 9 9 5 4 4 0 1 9 1 10 2 9 10 5 9 5 9 split_gain=1090.68 788.378 81.8513 55.4455 48.5003 38.9169 44.2248 31.0023 28.557 21.8848 19.0909 16.4739 18.2492 15.9154 15.0778 15.1448 14.4956 16.0159 14.3352 15.1126 19.8845 19.1542 18.1013 16.4959 16.654 20.1111 13.7172 13.326 37.2948 21.4817 threshold=0.9999486804008485 2.522791965020588e-05 0.0016333823441527001 8.8294510192099562e-07 4.8650000000000011 0.98755538463592529 3.9350000000000005 3.9350000000000005 0.99999946355819713 6.0750000000000011 3.0850000000000004 14.500000000000002 5.995000000000001 6.0250000000000012 4.8950000000000005 408.50000000000006 11.500000000000002 7.5000000000000009 1.0000000180025095e-35 0.72245564892623726 5.7950000000000008 0.83424908424908439 0.99766892194747936 0.47083130772970344 5.2550000000000008 0.99989646673202526 4.5000000000000009 3.8750000000000004 52.500000000000007 4.9850000000000012 decision_type=2 2 2 2 10 2 10 8 2 10 10 2 10 10 10 2 8 10 2 2 10 2 2 2 10 2 2 10 2 10 left_child=1 3 7 -1 5 10 -7 -3 27 -5 -4 -9 -13 -14 -6 16 17 18 19 23 21 -21 -22 -16 25 -25 -11 -2 -29 -30 right_child=8 2 4 9 14 6 -8 11 -10 26 -12 12 13 -15 15 -17 -18 -19 -20 20 22 -23 -24 24 -26 -27 -28 28 29 -31 leaf_value=-0.0091062676197974819 0.0081956713660833475 -0.0036842357854160439 -0.0010828135390953939 -0.0060670635203956789 0.0036586222560211264 0.003843463604059696 -0.0026153162012208801 -0.0017587515519610589 0.0099194843137539734 -0.0068588381148076893 9.7975599936194944e-05 -0.00057746247469140852 0.030917007890218121 0.0036567730916032344 0.002649600922403691 -0.0035586360079693635 0.010519769472442408 -0.010597975859214728 -5.2701859712078893e-05 -0.001489985636956556 -0.0048204539775935059 0.0039110541984523116 0.0016340200712563091 8.4841193020985015e-05 0.0017246223550460137 -0.028085953926059941 0.0010335242618260564 0.0059792614613384731 0.0024156280900839745 -0.021176773314645653 leaf_weight=817.27176852885168 197.7196095737163 625.97474778164178 2676.4746241439134 736.2400223686127 220.53580216318369 432.51342319371179 140.43739736825228 844.98365751863457 904.33106603100896 30.912812170339748 2803.4457264915109 302.75178745738231 2.1858661444857708 105.99715833947994 974.1101398775354 72.250650941394269 16.122993077151477 11.832330518402157 947.01674141269177 121.65303091239184 135.8239062204957 142.66233517974615 63.887495897710323 870.15920748841017 1576.5600606827065 2.5415882319211951 76.565386676229537 126.19987103436142 7.0889503955841056 8.4717245027422887 leaf_count=365205 18800 27189 18943 170440 1997 14406 962 51292 97869 4959 27001 35973 118 5077 9231 1052 144 136 7885 1308 998 1244 1552 10756 14117 27 17004 5286 114 95 internal_value=0 -0.000759924 6.35935e-05 -0.0072499 0.000387618 -0.000219465 0.00226034 -0.0018662 0.00899111 -0.00545171 -0.000478739 -0.000960059 0.00068225 0.00420757 0.00110042 0.000986087 0.00105362 0.00102212 0.00105056 0.00131933 -0.000374204 0.00142519 -0.00275567 0.00154889 0.00111112 2.79869e-06 -0.00123647 0.00651805 0.00417819 -0.0104288 internal_weight=0 14750.9 13089.9 1660.99 11208 6052.87 572.951 1881.89 1243.81 843.718 5479.92 1255.92 410.935 108.183 5155.16 4934.62 4862.37 4846.25 4834.41 3887.4 464.027 264.315 199.711 3423.37 2449.26 872.701 107.478 339.48 141.761 15.5607 internal_count=911180 789016 231408 557608 111759 61312 15368 119649 122164 192403 45944 92460 41168 5195 50447 48450 47398 47254 47118 39233 5102 2552 2550 34131 24900 10783 21963 24295 5495 209 is_linear=0 shrinkage=0.01 Tree=648 num_leaves=31 num_cat=0 split_feature=9 5 0 2 2 2 5 2 5 2 5 5 1 1 5 5 1 5 1 5 2 9 1 1 2 9 5 2 9 2 split_gain=31.1683 11.7222 10.535 10.5505 12.9122 13.2713 18.731 10.3533 18.8701 18.1097 15.3005 28.1262 25.0721 49.1012 27.5398 14.7916 14.4777 13.1165 18.747 24.9693 10.4772 13.4038 12.7312 9.91254 9.73127 9.52517 19.5342 17.9193 17.1942 19.0435 threshold=1.3750000000000002 190.50000000000003 1.0000000180025095e-35 0.66781609195402314 0.48492424242424242 0.25108695652173912 10.500000000000002 0.41152751423149908 1.0000000180025095e-35 0.50155279503105599 4.5000000000000009 33.500000000000007 0.32163382594417084 0.34161778326644027 10.500000000000002 9.5000000000000018 0.81866537717601562 2.5000000000000004 0.74891304347826104 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.7003401360544218 0.71483516483516496 0.61374887488748886 5.4450000000000012 303.50000000000006 0.6072751322751323 7.6450000000000005 0.59943502824858774 decision_type=10 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 10 2 2 8 2 left_child=1 2 7 4 5 6 -4 8 20 -9 -11 12 14 -14 15 -12 17 18 -10 -20 -1 22 -22 -23 -15 -2 -27 28 29 -28 right_child=25 -3 3 -5 -6 -7 -8 9 16 10 11 -13 13 24 -16 -17 -18 -19 19 -21 21 23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-0.0008120375349881054 -0.00031279201737139468 0.007301379535933644 0.0023205596012612394 0.005249848650528288 -0.00016556864962528369 0.0084208248747748744 -0.026560077095959291 0.0041313471480362643 -0.0086952903270218224 -0.0012564061244324418 0.002257721137102999 -0.00091409590190925677 0.020952041171306474 0.0048981831278003722 -0.003095242095263644 0.01857520648481777 -1.9322505496294469e-06 -0.0039046823667074509 -0.012428269871713443 -0.064252458702517223 0.0087332235001023259 0.0003903364226024684 -0.0093320292187606142 0.00530113650008056 -0.009207126887175494 0.0004587346673319876 -0.005134657118488796 -0.0078812568681244401 0.014890924748846304 0.0099832051245067072 leaf_weight=241.57183788204566 10747.600309203786 30.56066792178899 337.53616963862441 89.095663141226396 254.66738763474859 37.186279313638806 2.2607222362421444 173.93492004228756 18.6363645545207 269.81594291934744 10.900100833270699 139.89700930239633 25.144144011195749 23.774953510146592 43.740421775262803 11.329502154607326 63.294743947684765 59.380955405067652 2.3632613918744019 1.5326237799599769 5.1012544827535775 70.125480996910483 16.580690197180957 99.318934627342969 6.1579034514725199 3075.5999943963252 39.153165229246952 54.781566272838973 6.9345353981479994 10.584905344643628 leaf_count=7810 581751 813 19387 4005 13889 1685 37 10183 764 9855 231 3867 472 582 1046 114 2614 1534 39 35 234 3791 536 6511 155 222098 7663 8963 159 357 internal_value=0 0.00115476 0.001061 0.00202837 0.00157397 0.00274911 0.00212841 0.00051739 -0.000474734 0.00133101 0.000413315 0.00213981 0.00566927 0.0106502 0.00151084 0.0105741 -0.00359402 -0.00636965 -0.0128658 -0.0328157 0.00057206 0.00232147 -0.0050817 0.00326878 0.00199638 -0.000170419 0.0003097 -0.00380293 0.000139306 -0.00191738 internal_weight=0 2033.91 2003.35 720.746 631.651 376.983 339.797 1282.6 577.906 704.695 530.76 260.944 121.047 55.077 65.97 22.2296 145.208 81.9132 22.5322 3.89589 432.698 191.126 21.6819 169.444 29.9329 13934.7 3187.05 111.454 56.6726 49.7381 internal_count=911180 90189 89376 39003 34998 21109 19424 50373 23868 26505 16322 6467 2600 1209 1391 345 4986 2372 838 74 18882 11072 770 10302 737 820991 239240 17142 8179 8020 is_linear=0 shrinkage=0.01 Tree=649 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 3 3 10 3 10 10 10 2 2 0 2 2 2 2 3 10 2 2 3 2 3 2 2 split_gain=1077.4 778.679 84.5903 51.408 41.2243 28.6968 11.6902 11.6023 11.5042 10.2424 9.98214 8.72845 8.3943 7.47184 7.34027 6.60557 6.5871 8.61949 7.99776 13.0376 20.7417 12.1133 7.23676 6.50897 6.40113 6.15946 7.29825 6.13071 9.23563 6.11698 threshold=0.9999486804008485 2.1584159185294997e-05 0.0016333823441527001 8.8294510192099562e-07 0.94052824378013633 0.99999946355819713 0.00014260681928130004 18.500000000000004 11.500000000000002 0.13270235061645502 42.000000000000007 0.99766892194747936 0.99894970655441295 4.0456557144352709e-06 0.8185736677115989 0.5884438881935754 1.0000000180025095e-35 0.45848997493734339 0.16749174917491746 0.31281565656565663 0.31838294448913923 25.500000000000004 0.8784809708595277 0.42124060150375936 0.47083130772970344 8.5000000000000018 0.72509541984732839 1.5000000000000002 0.65648320895522405 0.33248299319727892 decision_type=2 2 2 2 2 2 2 8 10 2 8 2 2 2 2 2 2 2 2 2 2 10 2 2 2 10 2 8 2 2 left_child=1 3 6 -1 9 -2 14 8 11 10 -4 15 -9 24 27 -6 18 23 21 -20 -21 -11 -23 -18 -5 26 -19 28 -3 -22 right_child=5 2 4 13 7 -7 -8 12 -10 16 -12 -13 -14 -15 -16 -17 17 25 19 20 29 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0090972867031514967 0.0064931492898347189 0.0040880405271221691 -0.00027478189649967732 -0.0081811283689706641 -0.0019040263332645521 0.0099157635656345819 -0.0013535320439394451 0.00099493176970429651 0.0064716582467784205 -0.0025869595004331864 0.022992994177974305 0.0051204604412791142 0.0025455222901917553 -0.0046287190538777086 -0.00056007526643972244 0.0036094632804571946 -0.0008637898711305194 -0.01480192258018446 -0.0017523334323165387 0.01063738560869373 -0.0090174013793896963 0.0018800552628039377 0.0058329062469198115 -0.0088273624273406005 -0.005485746238452739 0.00079664044871864757 0.0034836817417269591 -0.0035591153014678349 0.077414335084191946 0.00058429282776173593 leaf_weight=809.74398706766078 337.23803656524979 0.69327740371227164 4320.766633303836 147.47371340182144 59.390124528668821 895.39928520773537 1306.8848625693936 1468.9825279964134 91.981454459484667 56.132205124944448 1.8445877134799946 55.410062110982835 457.98042842047289 431.39210834924597 100.76161689555738 34.26797110401094 657.98477051779628 5.4626343548297864 249.41709491983056 20.583160955458879 6.6515266150236121 399.09538753703237 52.395746570080519 10.426149372011421 218.8746264585061 582.64428867958486 3.6353103071451187 511.30569044628646 0.22834616026375443 2671.1359552051872 leaf_count=365205 24295 64 55774 35647 516 97869 57946 14792 1181 270 11 1077 11874 82044 9808 242 3652 30 1533 102 43 1962 361 59 68231 3262 19 58293 19 14999 internal_value=0 -0.00075298 5.15304e-05 -0.00732228 0.000383808 0.00897937 -0.00188795 0.0016222 0.00369055 8.67517e-05 -0.000264853 0.00197449 0.00136346 -0.00552057 -0.00302733 0.00011327 0.000409057 -0.000209841 0.000634762 0.000435118 0.000637309 0.0017941 0.00233879 -0.000988009 -0.00657077 0.000669151 -0.00749545 -0.00351267 0.0222557 0.000560443 internal_weight=0 14733.5 13126.1 1607.48 11206.2 1232.64 1919.87 2168.01 241.05 9038.18 4322.61 149.068 1926.96 797.74 612.989 93.6581 4715.56 1260.15 3455.41 2947.79 2698.37 507.623 451.491 668.411 366.348 591.742 9.09794 512.227 0.921624 2677.79 internal_count=911180 789016 237889 551127 111759 122164 126130 29682 3016 82077 55785 1835 26666 185922 68184 758 26292 7022 19270 16677 15144 2593 2323 3711 103878 3311 49 58376 83 15042 is_linear=0 shrinkage=0.01 Tree=650 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 9 10 9 3 9 9 4 4 9 9 3 0 1 9 1 10 1 9 10 9 3 9 9 split_gain=1064.63 769.283 83.0314 51.5086 47.3976 37.7641 43.4464 32.0054 28.8552 18.9038 28.9053 18.5563 14.8028 14.4644 15.6643 13.5312 13.3961 13.0567 12.1176 14.5983 20.212 18.765 17.4721 17.4408 14.5806 17.7783 14.1842 13.0559 12.5236 11.6025 threshold=0.9999486804008485 2.1584159185294997e-05 0.0016333823441527001 8.8294510192099562e-07 4.8650000000000011 0.98755538463592529 3.9350000000000005 3.9350000000000005 0.99999946355819713 3.1450000000000005 28.500000000000004 6.285000000000001 4.8950000000000005 11.500000000000002 7.5000000000000009 5.3050000000000006 3.8750000000000004 23.500000000000004 1.0000000180025095e-35 0.72245564892623726 5.7950000000000008 0.83424908424908439 0.99766892194747936 0.65858556175923211 5.2550000000000008 0.99989646673202526 7.6450000000000005 19.500000000000004 4.9050000000000011 3.9050000000000007 decision_type=2 2 2 2 10 2 10 8 2 10 8 10 10 8 10 10 10 10 2 2 10 2 2 2 10 2 10 10 10 8 left_child=1 3 7 -1 5 9 29 -3 16 -4 -11 -5 17 14 18 -9 -2 -6 19 23 21 -21 27 24 25 -14 -20 -22 -25 -7 right_child=8 2 4 11 12 6 -8 15 -10 10 -12 -13 13 -15 -16 -17 -18 -19 26 20 22 -23 -24 28 -26 -27 -28 -29 -30 -31 leaf_value=-0.009088448282468289 0.0081643550471869886 -0.0037057455190967338 -0.001048108333519154 -0.0060387885748655924 -0.0043778975913118367 0.0028526150473875186 -0.0026000283848038124 -0.001667386463858945 0.0099120400508341342 -0.0020608673367124492 0.00062189174153300759 -0.0011920984602942538 0.00046164385262798517 0.010440338894183651 -0.01053450058226248 0.00053564602306097075 0.0041120472213426427 0.0043588923199218629 -0.00031273153041755527 -0.001508163154052273 -0.0093235303876671258 0.0038222555119038831 0.001479767294721197 -0.017153311534834629 0.0017753377753836838 -0.023118710851864947 0.005582032939797507 -0.0027243886009458013 0.0046028266550493585 0.0066379106051069805 leaf_weight=802.46263606869616 194.85663721594028 636.13620208227076 2808.3337481860071 704.44715409411583 18.688168756663799 322.07846075855196 140.52398723363876 870.11852229700889 886.82126363250427 492.43954181671143 2177.6016130819917 88.97238571557682 1230.5065397247672 16.079913788475096 11.867509599775074 410.25422613148112 140.32610681233928 201.95327382534742 905.59747315291315 122.69846238382161 44.242582473903894 143.02835382707417 63.866443796083331 2.6820231815800062 2057.4350268682465 3.2056692577898493 42.746787695214152 92.998196812346578 196.19689200818539 108.17134006973356 leaf_count=365205 18800 28391 19871 166815 184 7010 962 68055 97869 5352 20721 19107 14493 144 141 29684 5495 1813 7484 1331 323 1250 1554 25 18592 38 425 695 1955 7396 internal_value=0 -0.000746405 5.10399e-05 -0.00730205 0.000380083 -0.0002203 0.00222756 -0.00187238 0.00896733 -0.000475334 0.000127107 -0.00549529 0.00108477 0.000971427 0.000940462 -0.000961496 0.00646783 0.00361889 0.000968224 0.00121155 -0.00044922 0.00136095 -0.00284104 0.0014337 0.00125992 0.000400373 -4.7024e-05 -0.00485177 0.00430943 0.0038043 internal_weight=0 14715.3 13119.5 1595.88 11202.9 6049.15 570.774 1916.51 1222 5478.37 2670.04 793.42 5153.79 4933.15 4917.07 1280.37 335.183 220.641 4905.2 3956.86 466.834 265.727 201.107 3490.03 3291.15 1233.71 948.344 137.241 198.879 430.25 internal_count=911180 789016 237889 551127 111759 61312 15368 126130 122164 45944 26073 185922 50447 48450 48306 97739 24295 1997 48165 40256 5153 2581 2572 35103 33123 14531 7909 1018 1980 14406 is_linear=0 shrinkage=0.01 Tree=651 num_leaves=31 num_cat=0 split_feature=9 5 0 5 5 4 1 5 1 5 1 1 5 5 5 1 5 3 1 1 9 1 9 5 1 9 1 5 9 1 split_gain=29.5968 11.6068 10.2247 9.41046 20.0739 23.762 19.3264 18.3687 15.7876 28.5663 21.9145 36.1533 27.0831 15.7879 25.9249 12.0266 12.0465 10.1389 9.67399 15.7357 9.39271 16.6572 9.3762 19.1336 17.647 16.7684 18.9534 14.3882 18.3249 15.6722 threshold=1.3750000000000002 190.50000000000003 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 0.59921259842519692 1.5000000000000002 0.57192118226600996 33.500000000000007 0.32163382594417084 0.34161778326644027 4.5000000000000009 10.500000000000002 9.5000000000000018 0.43775826446280997 29.500000000000004 29.500000000000004 0.46186166774402071 0.91759259259259263 1.0000000180025095e-35 0.7003401360544218 5.4450000000000012 303.50000000000006 0.39352982211370774 7.6450000000000005 0.40056497175141254 6.5000000000000009 5.455000000000001 0.71068484464172488 decision_type=10 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 2 10 2 2 8 2 10 2 2 10 2 2 10 2 left_child=1 2 3 4 18 -6 -7 -8 9 10 13 12 -12 14 -5 16 -13 -11 -1 20 21 -20 -2 27 -25 26 -26 -24 29 -29 right_child=22 -3 -4 8 5 6 7 -9 -10 17 11 15 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 23 24 25 -27 -28 28 -30 -31 leaf_value=-0.0011216628174087386 -0.00030769291596405242 0.0072540091687614454 0.0019907274138109645 -3.4962536891051116e-06 -0.0013262407863046477 -0.0075450383149599778 -0.019230027360345455 -0.062343237813633705 -0.0018697059488524022 0.0030820368020816943 -0.016203151644969931 -0.0052656817660287191 0.020823382033198803 -0.0030205639548938853 0.018433926581107409 0.0070580107910629842 0.0090487689503333801 -0.0023900069565595291 0.0062979922421171333 -0.00092616992988792319 0.0034508079408407531 -0.0092640000979127661 -0.00026129276769678829 -0.0077989881607831626 0.010070028083270044 0.014768662763511211 -0.0051271215844699725 0.0073112577682958617 0.00097444683219890594 0.037461866396597703 leaf_weight=254.94540713075548 10711.363823982188 30.467542585451156 716.56132294144481 23.406505670864135 72.934636319056153 21.202256049029533 5.375577086582779 1.2108203303068874 99.754918132908642 50.15889139007777 2.1446428764611509 18.725750777404759 25.04480041610077 43.897554147057235 11.312058413866906 69.755549089983106 8.5695906514301878 104.20433597499505 11.966796904336663 187.99613470770419 247.05030742962845 16.175163657404482 1458.0101741902763 54.898375415126793 10.441059441538526 6.9109059356851494 38.347480379627086 23.775580787449147 1583.3030871922383 1.8587897577090178 leaf_count=11749 581751 813 39003 548 3177 447 84 30 3007 1240 43 558 472 1054 115 3921 137 2930 505 3956 15873 527 65233 9043 333 159 7607 1933 154804 128 internal_value=0 0.00112851 0.00103484 0.00049797 -0.000143609 -0.00432432 -0.0121931 -0.0271558 0.00164762 0.00262985 0.00509667 0.00771121 0.0179028 0.000964795 0.00600381 0.00485597 -0.000771546 -0.000611917 0.000442764 0.00130385 0.00282727 -0.00264658 -0.000166178 0.000310864 -0.00377546 0.000190207 -0.00187483 0.000458221 0.00111024 0.00949753 internal_weight=0 2022.86 1992.39 1275.83 818.857 100.723 27.7887 6.5864 456.975 357.22 202.856 124.24 27.1894 78.6161 34.7186 97.0509 27.2953 154.363 718.134 463.188 275.192 28.142 13888.9 3177.55 110.598 55.6994 48.7885 3066.95 1608.94 25.6344 internal_count=911180 90189 89376 50373 36348 3738 561 114 14025 11018 6848 5131 515 1717 663 4616 695 4170 32610 20861 16905 1032 820991 239240 17142 8099 7940 222098 156865 2061 is_linear=0 shrinkage=0.01 Tree=652 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 9 10 9 9 5 9 5 9 2 9 9 10 5 9 5 4 4 9 9 5 9 10 10 split_gain=1051.64 759.797 81.4917 51.6168 46.4728 37.0535 42.6524 31.4931 29.0137 18.7465 18.3903 17.7939 20.9608 15.3534 19.495 16.7944 28.7221 67.9376 41.3486 20.0904 14.5264 14.6211 14.0272 15.4753 13.6591 13.3763 36.9688 20.9021 34.9446 11.731 threshold=0.9999486804008485 2.1584159185294997e-05 0.0016333823441527001 8.8294510192099562e-07 4.8650000000000011 0.98755538463592529 3.9350000000000005 3.9350000000000005 0.99999946355819713 3.0850000000000004 6.285000000000001 13.500000000000002 5.995000000000001 7.5000000000000009 7.1150000000000011 0.40078740157480325 6.6150000000000011 6.8650000000000011 4.5455417421180763e-06 8.5000000000000018 4.8950000000000005 408.50000000000006 11.500000000000002 7.5000000000000009 6.0250000000000012 3.8750000000000004 52.500000000000007 4.9850000000000012 0.99997490644454967 0.00032736793218645006 decision_type=2 2 2 2 10 2 10 8 2 10 10 2 10 2 10 2 10 10 2 2 10 2 8 10 10 10 2 10 2 2 left_child=1 3 7 -1 5 9 -7 -3 25 -4 -5 29 -13 -12 15 16 -15 18 -18 -17 -6 22 23 -22 -14 -2 -27 -28 -29 -9 right_child=8 2 4 10 20 6 -8 11 -10 -11 13 12 24 14 -16 19 17 -19 -20 -21 21 -23 -24 -25 -26 26 27 28 -30 -31 leaf_value=-0.009079384056269027 0.0081463783015948386 -0.0036796530298336956 -0.0010695263681955373 -0.0060132046574205116 0.0035836257883952068 0.0037777368417744295 -0.0025670467626005612 -0.0029944211968022313 0.0099083114677157268 0.00010083766963828399 -0.0077364687792733748 -0.00062044657005345602 0.028342263539927949 0.00098951729923686086 -0.0015275871331438876 0.122245935943565 0.046657358878579094 -0.010138425430727864 0.24258179619160522 0.0062487648453344383 0.001024875577643221 -0.0035157759443212679 0.010363548055781307 -0.01047207481013449 0.0038857196837932353 0.0059032581512859506 0.0023163422861413314 -0.0015518323569003315 -0.042113359773907809 -0.0006442277141071555 leaf_weight=795.13031190540642 193.24208313506097 633.79462351696566 2674.800241978839 700.10737115691882 220.77296462561935 428.67968166992068 140.73651818186045 415.07810275116935 878.09320199489594 2802.6059488030151 25.506380536709912 315.62326991278678 2.331477189436554 0.90325029892846831 49.198018630617298 0.15115139447152515 0.17631752882152796 0.42047043144702911 0.27685451647266746 12.267670843633821 4834.0334651758894 71.867431960999966 16.041666218079627 11.736180366016923 111.36482837540098 124.25549541926011 7.0152794346213332 4.4302921481430513 4.0800698325037956 434.92972148489207 leaf_count=365205 18800 28391 18943 166815 1997 14406 962 37976 97869 27001 4393 38836 126 161 11583 25 36 56 19 2834 47118 1052 144 136 5548 5286 114 51 44 15253 internal_value=0 -0.000739574 5.06204e-05 -0.00728126 0.000376397 -0.000218296 0.00220956 -0.00185679 0.00895513 -0.00047069 -0.00546917 -0.000953726 0.000705732 -0.00118482 0.00145122 0.0117749 0.0405299 0.0814103 0.166353 0.00766058 0.00107405 0.000961749 0.00102794 0.000997031 0.00438723 0.00644185 0.0040854 -0.0104634 -0.020998 -0.00179188 internal_weight=0 14698.5 13114.4 1584.14 11201.3 6046.82 569.416 1913.12 1211.12 5477.41 789.007 1279.33 429.32 88.9001 63.3937 14.1957 1.77689 0.873642 0.453172 12.4188 5154.45 4933.68 4861.81 4845.77 113.696 333.023 139.781 15.5256 8.51036 850.008 internal_count=911180 789016 237889 551127 111759 61312 15368 126130 122164 45944 185922 97739 44510 19107 14714 3131 272 111 55 2859 50447 48450 47398 47254 5674 24295 5495 209 95 53229 is_linear=0 shrinkage=0.01 Tree=653 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 9 10 9 3 9 9 4 4 9 3 0 1 9 1 10 1 9 10 9 3 9 9 9 split_gain=1039.21 750.615 80.0247 51.7105 46.2422 36.7156 41.9314 29.6327 29.1443 20.0844 29.1501 18.2446 13.9193 13.7993 15.2209 13.3467 12.9393 12.3269 13.9054 19.7934 17.6727 16.7452 15.8355 14.8212 17.1034 13.3848 13.2408 12.2295 11.52 10.7652 threshold=0.9999486804008485 2.1584159185294997e-05 0.0013712961226701001 8.8294510192099562e-07 4.8650000000000011 0.98755538463592529 3.9350000000000005 4.2350000000000012 0.99999946355819713 3.1450000000000005 28.500000000000004 6.285000000000001 4.8950000000000005 11.500000000000002 7.5000000000000009 3.8750000000000004 23.500000000000004 1.0000000180025095e-35 0.72245564892623726 5.7950000000000008 0.83424908424908439 0.99766892194747936 0.65858556175923211 5.2550000000000008 0.99989646673202526 6.2350000000000012 19.500000000000004 4.9050000000000011 3.9050000000000007 5.5250000000000012 decision_type=2 2 2 2 10 2 10 8 2 10 8 10 10 8 10 10 10 2 2 10 2 2 2 10 2 10 10 10 8 10 left_child=1 3 7 -1 5 9 28 -3 15 -4 -11 -5 16 14 17 -2 -6 18 22 20 -20 26 23 24 -14 -19 -21 -24 -7 -9 right_child=8 2 4 11 12 6 -8 29 -10 10 -12 -13 13 -15 -16 -17 -18 25 19 21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0090704115885839008 0.0081290934232682247 -0.0036169190699149485 -0.0010598885746595131 -0.0059885631169869936 -0.0044241494755258935 0.0028036146810486275 -0.0025379756692796456 -0.0015124225612101539 0.0099045716538518191 -0.0020450888837848591 0.00063603991177986388 -0.0011754470787173447 0.00043295716690029305 0.010194436866442684 -0.010405501467658552 0.0040611506393823391 0.0042346490719613874 -0.00050723880636094549 -0.0014186912889747314 -0.0092292520124044371 0.0037321212685367828 0.0014553804603193925 -0.016996832344189798 0.0017523388653264821 -0.02249285050959008 0.0031781295221006037 -0.0026139190023227307 0.0044150002087017144 0.0065941913224168147 0.00073208810956399491 leaf_weight=787.9934604508453 191.72406015661545 653.34718984505162 2863.2527898792177 695.97901617467869 18.857294029556215 320.32784861233085 140.92414078116417 835.19989911315497 869.6826407907065 497.02588236797601 2202.4306457107887 88.804564864491113 1242.3447349723428 16.071793559007347 11.852135641500352 139.2208932316862 203.52201253455132 846.58608219586313 123.78988631907851 44.556781623512506 144.21388675365597 63.705563524737954 2.7038793964311472 2078.8477673912421 3.2626568153500548 111.53118978813291 94.268890026956797 198.17123163864017 106.94191207364202 287.15534999035299 leaf_count=365205 18800 33405 20472 166815 192 7010 962 71881 97869 5550 21574 19107 15077 145 145 5495 1864 7153 1387 326 1283 1554 28 19218 38 1009 712 2028 7396 17480 internal_value=0 -0.000732962 5.01232e-05 -0.00726087 0.000359343 -0.000229126 0.00219223 -0.00192378 0.00894347 -0.000476451 0.000142389 -0.00544392 0.00105259 0.000943323 0.000913382 0.0064178 0.0035004 0.000940462 0.00118472 -0.000429972 0.00135298 -0.0027893 0.00140024 0.00123549 0.000372907 -7.82375e-05 -0.00473714 0.00412679 0.00375236 -0.000938163 internal_weight=0 14683.7 13110.9 1572.78 11335.2 6130.9 568.194 1775.7 1200.63 5562.71 2699.46 784.784 5204.29 4981.91 4965.83 330.945 222.379 4953.98 3995.87 470.535 268.004 202.531 3525.33 3324.46 1245.61 958.117 138.826 200.875 427.27 1122.36 internal_count=911180 789016 237889 551127 115123 62964 15368 122766 122164 47596 27124 185922 52159 50103 49958 24295 2056 49813 41651 5262 2670 2592 36389 34333 15115 8162 1038 2056 14406 89361 is_linear=0 shrinkage=0.01 Tree=654 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 10 9 9 9 9 9 9 1 1 9 10 10 1 1 9 9 2 1 1 1 9 1 1 split_gain=1026.88 741.516 78.5492 51.8034 45.3112 36.0447 41.2252 29.2935 29.2218 19.6852 18.1057 13.628 13.3288 11.4404 10.6898 11.9364 10.5675 9.98922 9.20494 8.66404 18.6771 30.3705 19.0099 10.595 8.48086 34.8226 16.6125 15.7363 13.1014 19.5326 threshold=0.9999486804008485 2.1584159185294997e-05 0.0013712961226701001 8.8294510192099562e-07 4.8650000000000011 0.98755538463592529 3.9350000000000005 0.99999946355819713 4.2350000000000012 3.1450000000000005 6.285000000000001 4.8950000000000005 3.8750000000000004 3.9050000000000007 0.24165739710789766 0.15018796992481201 5.5250000000000012 0.8784809708595277 0.00032736793218645006 0.69789381307591059 0.57719393282773568 5.535000000000001 8.3400000000000016 0.33248299319727892 0.39938650306748474 0.39593646864686471 0.48130677847658981 4.455000000000001 0.50144508670520238 0.74095860566448812 decision_type=2 2 2 2 10 2 10 2 8 10 10 10 10 8 2 2 10 2 2 2 2 10 8 2 2 2 2 10 2 2 left_child=1 3 8 -1 5 9 13 12 -3 17 -5 14 -2 -7 15 -6 18 -4 -10 20 -18 -22 -23 -24 25 27 -26 -11 -28 -30 right_child=7 2 4 10 11 6 -8 -9 16 24 -12 -13 -14 -15 -16 -17 19 -19 -20 -21 21 22 23 -25 26 -27 28 -29 29 -31 leaf_value=-0.0090613719539516697 0.0081117250612283386 -0.0035929562263951891 -0.001247451604445352 -0.0059638806975129211 0.0019255981318631798 0.0027821932370615233 -0.0025092764434180648 0.0099008238734217876 -0.0024784705482011563 0.0012163916350808501 -0.0011650487787963121 0.00093373336502348557 0.0040354296018072586 0.00656970860063968 0.0051819028283860884 -0.010534799022932478 0.00050824522922882196 0.00071144426865868144 -0.00037217732368766994 -0.0040375914011159314 0.074562443839695458 0.0046620997622418784 0.059633847807985953 0.017080962828445539 -0.0027040506917201841 0.023116837615267123 0.0016945951165987726 -0.0011975136569393758 -0.0020031503889736215 0.0014267734811202689 leaf_weight=780.9271879591397 190.22076481115073 651.13869470497593 2573.5886496454477 691.89137870748527 76.184719992801547 319.57008463237435 141.10963059216738 861.35345440683886 446.34596734947991 1014.1597375273705 88.701709588523954 4982.7404350116849 138.70975048420951 106.27041158871725 137.78885190188885 8.5508411349728686 231.00646083196625 289.61570363305509 387.70967578003183 33.724812403554097 0.70648595737293618 19.48867711448111 0.9843969047069544 1.4425590042956171 259.11717790272087 6.8863163292407981 352.51067144423723 368.07566684298217 427.17869902681559 271.59038892202079 leaf_count=365205 18800 33405 16512 166815 592 7010 962 97869 53589 8831 19107 50103 5495 7396 1352 112 14589 3960 18292 1371 40 1362 10 108 3273 49 2869 4319 5411 2372 internal_value=0 -0.000726389 4.96329e-05 -0.00724036 0.000355759 -0.000226875 0.00217513 0.00893138 -0.00190796 -0.000471686 -0.00541857 0.00104186 0.00639275 0.00372738 0.00346312 0.000668194 -0.000929573 -0.00104931 -0.00149936 0.000724265 0.00135745 0.0100291 0.00794875 0.0343408 0.000140959 0.000685346 -0.000436134 0.000573592 0.000122858 -0.000670043 internal_weight=0 14669 13107.5 1561.52 11334.9 6129.67 566.95 1190.28 1772.55 5562.72 780.593 5205.26 328.931 425.84 222.524 84.7356 1121.41 2863.2 834.056 287.353 253.629 22.6221 21.9156 2.42696 2699.52 1389.12 1310.4 1382.24 1051.28 698.769 internal_count=911180 789016 237889 551127 115123 62964 15368 122164 122766 47596 185922 52159 24295 14406 2056 704 89361 20472 71881 17480 16109 1520 1480 118 27124 13199 13925 13150 10652 7783 is_linear=0 shrinkage=0.01 Tree=655 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 9 10 9 9 9 3 9 9 3 9 4 4 9 9 3 2 2 2 2 2 10 9 3 split_gain=1014.7 732.505 77.1225 51.8936 43.7271 35.0567 40.5305 30.2904 29.4423 17.9669 17.7341 39.5044 27.7568 20.5432 16.5723 15.3069 13.637 13.7526 14.8903 13.31 12.7227 12.4876 12.4624 18.1716 12.077 11.9525 12.5394 11.4829 11.3605 10.5212 threshold=0.9999486804008485 2.1584159185294997e-05 0.0016333823441527001 8.8294510192099562e-07 4.8650000000000011 0.98755538463592529 3.9350000000000005 3.9350000000000005 0.99999946355819713 6.285000000000001 2.5450000000000004 2.5750000000000006 29.500000000000004 2.4350000000000005 3.1750000000000003 28.500000000000004 4.8950000000000005 11.500000000000002 7.5000000000000009 3.8750000000000004 5.3050000000000006 23.500000000000004 0.22271825396825398 0.49341991341991348 0.47637648809523808 0.86391694725028068 0.90045045045045058 9.4236969744088142e-05 3.9050000000000007 19.500000000000004 decision_type=2 2 2 2 10 2 10 8 2 10 10 10 8 10 10 8 10 8 10 10 10 10 2 2 2 2 2 2 8 10 left_child=1 3 7 -1 5 10 28 -3 19 -5 13 22 24 15 -14 -4 21 18 -18 -2 27 -6 -12 -24 -13 -17 -27 -9 -7 -21 right_child=8 2 4 9 16 6 -8 20 -10 -11 11 12 14 -15 -16 25 17 -19 -20 29 -22 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0090522647020272878 0.0080942730921728621 -0.0036103157753369446 0.0010614059943545538 -0.0059391584406495593 -0.004356733106579371 0.0027608879071374473 -0.0024809431235812986 -0.0037274786775131981 0.0098970676940199464 -0.0011547306116654918 0.0098488701103243391 -0.0026654820087472064 -0.00085086353877726509 -0.005652616058136605 0.00092317870565656864 -0.0018319861554225831 0.00092973995365744442 0.010200231335475011 -0.010349035152096739 0.0085358725794399057 0.00052231731903219422 0.0041917579602897886 -0.0096033062138937281 0.0060932576871129598 -0.00067621160044370075 0.0081982656151179927 -0.00010546413527405099 -0.00098673392262996315 0.0065451738232139931 0.0023277899204601766 leaf_weight=773.93079908657819 188.73205766780302 627.64247774565592 281.77281960658729 687.84406269702595 18.662636766210198 318.81957565527409 141.29301397502422 198.33470042573754 853.10487875761464 88.599879991961643 49.192685335874557 490.97242423798889 760.6621437817812 103.19505482912064 1711.0351466340944 1121.5733183603734 4908.3408469501883 15.961363092064856 11.73316474445164 37.444304736331105 410.71256911370438 202.57743096724153 9.6665853932499868 31.116713661700487 806.54429491050541 22.907563230022788 88.227119158953428 666.83367342595011 105.60542202275246 100.75922430446371 leaf_count=365205 18800 28391 2079 166815 184 7010 962 29966 97869 19107 345 4548 5126 681 16175 8280 48165 144 141 1693 29684 1813 60 193 7635 152 670 38089 7396 3802 internal_value=0 -0.00071991 4.91451e-05 -0.00721977 0.000365425 -0.00021183 0.00215813 -0.00181177 0.00891923 -0.00539321 -0.000456629 -8.82149e-05 -0.000244534 -0.00133553 0.000377219 -0.00104137 0.00104177 0.000932907 0.000902843 0.00636766 -0.000927009 0.00347065 0.00646021 0.00237281 -0.00142894 -0.00152202 0.00160614 -0.00161503 0.00370249 0.00400978 internal_weight=0 14653.8 13103.4 1550.37 11199.9 6042.58 565.718 1903.52 1180.04 776.444 5476.87 3859.19 3769.21 1617.68 2471.7 1514.48 5157.28 4936.04 4920.07 326.936 1275.88 221.24 89.976 40.7833 1297.52 1232.71 111.135 865.168 424.425 138.204 internal_count=911180 789016 237889 551127 111759 61312 15368 126130 122164 185922 45944 34082 33484 11862 21301 11181 50447 48450 48306 24295 97739 1997 598 253 12183 9102 822 68055 14406 5495 is_linear=0 shrinkage=0.01 Tree=656 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 3 3 10 10 5 5 4 3 5 5 1 10 10 1 5 5 10 5 1 5 5 3 4 1 split_gain=1002.65 723.587 75.724 51.981 39.0346 29.5889 11.5663 11.3696 10.4875 10.161 10.0924 13.9281 39.5008 9.81233 9.25537 8.53479 8.59163 8.50426 7.84173 6.88798 10.0567 8.30616 11.8858 6.49226 18.6635 18.1511 6.8872 15.449 7.76925 11.1159 threshold=0.9999486804008485 2.1584159185294997e-05 0.0013712961226701001 8.8294510192099562e-07 0.94052824378013633 0.99999946355819713 18.500000000000004 11.500000000000002 0.068259380757808671 0.00014260681928130004 340.50000000000006 353.50000000000006 3.5000000000000004 42.000000000000007 1.0000000180025095e-35 200.50000000000003 0.34161778326644027 0.99766892194747936 0.99894970655441295 0.85307609282245023 1.5000000000000002 1.5000000000000002 0.98755538463592529 71.500000000000014 0.84680573663624525 101.50000000000001 115.50000000000001 3.5000000000000004 1.5000000000000002 0.33460559796437661 decision_type=2 2 2 2 2 2 8 10 2 2 2 2 10 8 2 2 2 2 2 2 2 2 2 2 2 2 2 10 10 2 left_child=1 3 9 -1 8 15 7 17 13 10 -3 12 -12 -4 -5 -2 -17 19 -8 20 -6 -21 -23 -11 26 -26 27 -25 -29 -30 right_child=5 2 4 14 6 -7 18 -9 -10 23 11 -13 -14 -15 -16 16 -18 -19 -20 21 -22 22 -24 24 25 -27 -28 28 29 -31 leaf_value=-0.009043089394563086 0.0067112675783805378 -0.0031348214822172556 -0.00036943599882436381 -0.0068882546249913147 -0.0029107308433627354 0.0098933027516043288 0.00094481170108429852 0.0064093122500916543 0.00033487841359073955 -0.0016434157277910495 0.016406983657024466 0.002221062093754464 0.18869500153531976 0.02376207130229354 -0.0045796552779800428 -0.0096468189387920178 0.0052800549444131928 0.0050496295251152038 0.0024504556290598761 0.001121101692791586 0.0043052890773928702 -0.00051105388607731192 -0.026582340573087171 0.065122140532001702 0.081472662785245481 0.0097640601242451504 -0.0012696940038982804 0.00055252793309060048 0.01908569443290168 0.00041156928886035309 leaf_weight=767.00360751204425 308.9684483888559 589.75553446728736 3580.8397422814742 263.68234004813712 33.518054391257465 844.93615860119462 1463.4322533365339 91.224470084998757 5594.8404347226024 987.80508168367669 1.1305527887307096 13.802138226572422 0.15082831890322257 1.6858067214488972 508.65339898865204 6.4926779679954043 9.4952260046266002 54.826918757986277 452.98641466302797 7.3931870702654106 45.572730470448732 3.3612069636583328 3.6448620222508907 0.39722673455253144 0.54507651133462687 1.0016545350663362 114.91333384229802 44.102809181436896 6.1526388691272569 6.6145348837599158 leaf_count=365205 23787 65543 52737 42274 300 97869 14792 1181 32694 41730 163 2461 17 10 143648 162 346 1077 11874 69 337 18 34 17 36 80 8999 2484 560 676 internal_value=0 -0.000713459 4.8665e-05 -0.0071991 0.000348822 0.00890704 0.00155966 0.00363138 6.43712e-05 -0.00187719 -0.00292824 0.00514899 0.0366866 -0.000358081 -0.00536783 0.00634261 -0.000781739 0.00192277 0.0013007 8.90313e-05 0.0012472 -0.00627242 -0.0140745 -0.00132988 0.000452838 0.0350346 0.000142184 0.00297528 0.0025412 0.00941083 internal_weight=0 14639 13099.7 1539.34 11333.3 1169.89 2155.96 239.541 9177.37 1766.37 604.839 15.0835 1.28138 3582.53 772.336 324.956 15.9879 148.317 1916.42 93.49 79.0908 14.3993 7.00607 1161.53 173.727 1.54673 172.181 57.2672 56.87 12.7672 internal_count=911180 789016 237889 551127 115123 122164 29682 3016 85441 122766 68184 2641 180 52747 185922 24295 508 1835 26666 758 637 121 52 54582 12852 116 12736 3737 3720 1236 is_linear=0 shrinkage=0.01 Tree=657 num_leaves=31 num_cat=0 split_feature=3 4 1 5 0 2 4 5 5 1 2 2 2 4 4 2 4 1 5 3 2 2 5 5 1 2 2 1 2 3 split_gain=14.4591 13.732 9.12331 10.5734 10.3979 12.1813 9.39554 7.29327 11.4119 11.3864 15.9191 43.5271 14.1817 10.2547 9.6052 9.32871 8.98305 14.3046 7.52685 7.35743 8.04383 6.75113 6.13765 34.2789 15.3739 12.2744 12.1601 22.8699 32.5573 6.11451 threshold=42.000000000000007 2.5000000000000004 0.63673020527859248 10.500000000000002 1.0000000180025095e-35 0.20112359550561798 3.5000000000000004 488.50000000000006 188.50000000000003 0.52960654460459688 0.75103305785123975 0.77836257309941537 0.41202270381836947 6.5000000000000009 3.5000000000000004 0.76103179753406891 4.5000000000000009 0.62532051282051293 200.50000000000003 28.500000000000004 0.45019083969465651 0.51234756097560985 53.500000000000007 58.500000000000007 0.69282051282051293 0.28629976580796251 0.16749174917491746 0.85307609282245023 0.15074051531750862 6.5000000000000009 decision_type=10 8 2 2 2 2 10 2 2 2 2 2 2 10 10 2 10 2 2 10 2 2 2 2 2 2 2 2 2 10 left_child=1 -1 7 6 22 -6 -4 8 16 10 -10 15 -11 -9 18 -12 -3 21 -14 20 -20 -18 -5 24 -24 -26 27 28 -25 -23 right_child=-2 2 3 4 5 -7 -8 13 9 12 11 -13 14 -15 -16 -17 17 -19 19 -21 -22 29 23 26 25 -27 -28 -29 -30 -31 leaf_value=8.9409264821581518e-05 0.014904177151918815 -0.0011502761309753553 -0.00082875395467095383 -0.0024714328282020564 0.013424374793817558 -0.017557642122537662 -0.0061541321731377529 -0.0088258379885023108 -0.0024241169358011883 -0.011342385862804409 0.038036075618910037 -0.0029448047827351502 0.095899647992501738 0.045609435922092968 0.0058326983176063161 0.016996213118232663 0.0021638025963809878 0.013534634198461442 -0.0030510091112789569 0.023269393206906155 0.08564071574797405 -0.0090722677287882192 -0.010070153578101064 0.13627092170162883 0.0078594516673289351 0.050516721988618063 -0.0050400997329350661 -0.0015354709292882294 0.009658252955575793 -0.00052582418743947425 leaf_weight=14234.641762162442 6.5051566332112989 925.88055565394461 49.885247772210278 94.417722222744487 9.0364911085925979 1.4763730969279993 98.637112146941945 14.444356283871453 35.109982197929639 1.4584572918829497 2.6433603195473578 17.266245832550339 0.18862981349229846 0.35456388152670193 1.8244291060254907 10.392379321274346 123.3814177889144 8.7673242276068759 0.13573097251355681 2.4254130846820772 0.41464697837363929 9.0729521545581502 0.8011791236349407 0.34105091332458259 0.93379898660350624 2.4297164437011816 18.366469410480931 1.9341062340536153 0.50207266735378653 108.24027850362472 leaf_count=751355 307 100802 3346 6875 129 133 5493 3104 9970 397 140 3354 61 36 379 441 4611 112 43 296 42 1993 582 20 98 33 5061 398 117 11452 internal_value=0 -7.65765e-06 -0.00090443 -0.00254171 -0.000461929 0.00907342 -0.00436546 -0.000542774 -0.000459965 0.00340862 0.0021589 0.0074691 0.0160878 -0.00752164 0.0241068 0.0212626 -0.000696487 0.000987758 0.0346427 0.0307597 0.0637681 0.000530736 -0.0012992 0.00307401 0.0292969 0.038674 -0.00209113 0.0174111 0.0608742 -0.0011868 internal_weight=0 15775.4 1540.76 278.761 130.239 10.5129 148.522 1262 1247.2 71.8593 65.412 30.302 6.44731 14.7989 4.98885 13.0357 1175.34 249.462 3.16442 2.97579 0.550378 240.695 119.726 25.3084 4.16469 3.36352 21.1437 2.77723 0.843124 117.313 internal_count=911180 910873 159518 22285 13446 262 8839 137233 134093 15123 13905 3935 1218 3140 821 581 118970 18168 442 381 85 18056 13184 6309 713 131 5596 535 137 13445 is_linear=0 shrinkage=0.01 Tree=658 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 10 5 5 4 5 5 2 6 10 4 2 2 5 2 5 10 4 4 5 2 5 5 split_gain=990.735 714.577 74.3127 52.0649 36.1823 29.73 13.3881 10.1374 10.0875 9.9015 13.0067 30.1583 9.22296 8.46118 8.38825 7.9779 7.70718 7.47874 10.3283 7.42959 7.14841 11.2675 19.0454 12.4953 6.85532 6.43748 16.5837 7.23037 25.7968 6.43191 threshold=0.9999486804008485 2.1584159185294997e-05 0.0023884368129074005 8.8294510192099562e-07 0.94052824378013633 0.99999946355819713 0.00014260681928130004 5.5000000000000009 0.99894970655441295 340.50000000000006 353.50000000000006 3.5000000000000004 1.0000000180025095e-35 200.50000000000003 0.6586800573888093 83.500000000000014 0.65440738201141369 2.5000000000000004 0.54514106583072108 0.8185736677115989 14.500000000000002 0.82623792270531415 23.500000000000004 7.8110180766088902e-05 4.5000000000000009 6.5000000000000009 390.50000000000006 0.85379556042751448 47.500000000000007 78.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 10 2 8 2 2 2 2 2 2 10 10 2 2 2 2 left_child=1 3 6 25 7 13 9 16 -6 19 11 -11 -5 -2 -15 -8 -4 -18 -19 -3 -21 22 -22 -24 -9 -1 27 -27 -29 -25 right_child=5 2 4 12 8 -7 15 24 -10 10 -12 -13 -14 14 -16 -17 17 18 -20 20 21 -23 23 29 -26 26 -28 28 -30 -31 leaf_value=-0.0091511978952210308 0.0066871916312524413 -0.0036116786317184858 -0.00032918291597753456 -0.0068655642784678133 0.0011598730042971434 0.0098895157670473108 -0.001167405330329195 0.0006422058779941486 0.0027599817467960069 0.015979054834359838 0.0021990450037121284 0.15449310259271579 -0.0045540391900081162 0.0052508933444177022 -0.0094826248593486897 0.036982095080173936 0.00083242016496197957 0.0013242368036274874 -0.0047339776350898656 -0.0028971462432841738 0.15009390106066192 0.0017119266532187392 -0.010082610477520139 0.029212175226364625 -0.0028291520122292581 -0.0033727024481758289 0.17108630987733647 -0.0100215771510425 0.33372694757566895 0.10895378639289378 leaf_weight=747.82335671485635 307.03713624994271 491.1315963966772 4612.9601776851341 261.89961887104437 1634.4765141913667 836.79361084895208 1570.2540219177026 2909.0417786175385 519.12611123872921 1.1489905195776362 13.826615553582085 0.18210007902234782 506.31513606186491 9.448216835036872 6.5382340922951689 0.54835561662912269 1072.7555781882256 53.318534884601831 59.594681952148676 56.068324171938002 0.12486420082859595 39.599822423188016 0.59958304488100089 0.25427806517109275 58.023766596801579 12.021247523836786 0.055215168278665128 0.087480292771943691 0.029091644973959774 0.16796793509274721 leaf_count=355251 23787 56138 36612 42274 16378 97869 64731 31167 13304 163 2461 17 143648 346 162 3 6307 294 317 4965 20 4263 106 30 592 9858 27 46 23 21 internal_value=0 -0.000707182 4.80857e-05 -0.00717798 0.000384235 0.00889477 -0.00164035 9.89092e-05 0.00154558 -0.00290685 0.00507322 0.0349285 -0.00534208 0.00631789 -0.000774909 -0.00115409 -0.000144351 0.000574756 -0.00187324 -0.00311258 -0.00058071 0.00260677 0.0335092 0.0192629 0.00057432 -0.00903368 -0.00182609 -0.00261267 0.0757642 0.0609331 internal_weight=0 14621.4 13093.2 1528.23 10919.3 1159.82 2173.91 8765.69 2153.6 603.104 15.1577 1.33109 768.215 323.024 15.9865 1570.8 5798.63 1185.67 112.913 587.946 96.8148 40.7465 1.14669 1.02183 2967.07 760.016 12.193 12.1378 0.116572 0.422246 internal_count=911180 789016 237889 551127 104971 122164 132918 75289 29682 68184 2641 180 185922 24295 508 64734 43530 6918 611 65543 9405 4440 177 157 31759 365205 9954 9927 69 51 is_linear=0 shrinkage=0.01 Tree=659 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 4 4 5 2 5 5 5 4 2 2 2 5 10 5 2 2 5 5 10 5 5 10 split_gain=979.161 710.559 75.6507 52.1476 35.3749 25.0969 17.2072 12.9858 20.0863 12.6632 14.6253 10.9056 10.3532 9.57848 9.18801 8.45989 8.13418 11.7701 14.9155 7.73983 13.6101 13.084 22.1479 8.00284 8.64324 21.881 19.3486 13.0137 31.8326 7.36082 threshold=0.99997490644454967 2.1584159185294997e-05 0.026551560498774003 8.8294510192099562e-07 0.99473056197166454 0.00025326936156485003 0.99999946355819713 6.5000000000000009 4.5000000000000009 3.5000000000000004 50.500000000000007 0.65235814296241723 13.500000000000002 50.500000000000007 1.0000000180025095e-35 3.5000000000000004 0.99938118811881205 0.94754041967664271 0.92890109890109895 16.500000000000004 2.522791965020588e-05 14.500000000000002 0.59943502824858774 0.98286867204695538 60.500000000000007 49.500000000000007 4.1274226532550535e-05 42.500000000000007 28.500000000000004 7.8110180766088902e-05 decision_type=2 2 2 2 2 2 2 2 10 8 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 5 -1 7 12 13 -4 16 -6 -11 -10 -3 -2 -5 -15 17 18 -9 20 21 22 -14 -21 25 26 27 28 -25 -22 right_child=6 2 4 14 9 -7 -8 8 11 10 -12 -13 19 15 -16 -17 -18 -19 -20 23 29 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0090243686526265618 0.0076677478359503557 -0.0033634105904203938 8.6634247167327306e-05 -0.006842944870553971 0.0026644986407531545 -0.00064089887891624381 0.0098857322181133429 0.0011690283179170223 -0.0080970377207060205 0.00012324531413443078 -0.012969499061991354 0.0012449308885155907 0.17467198112719676 0.0026646745505050228 -0.0045289186596085577 -0.032914518125364077 -0.0014440297968943364 0.0040978904434607246 -0.0045846770398775948 -0.0018682741254919088 -0.0038308949576355252 0.018827161049628682 -0.010064181397252441 0.015881250319323907 -9.2363237755884418e-06 0.051687094323344118 -0.0070811569123701568 -0.010151985206388849 0.16490165181386221 0.0093086235066470163 leaf_weight=753.22998452710453 216.58997590001673 555.77533606486395 5325.3666790984571 260.14648159686476 951.8243370600976 3428.6213969755918 828.78286821814254 2157.2179702166468 37.227449100464582 78.104060986079276 9.5781334936618787 18.809816921129823 0.16240152553655463 33.170186991337687 504.0437053135829 0.68204322643577953 120.13680488802493 134.3248497787863 46.015889223664999 262.08578359719831 7.9302913167048272 0.69208014896139503 0.10809270129539073 0.38455558335408468 9.7328448859043402 1.2904319232329724 3.1932079824618995 0.28709890460595489 0.22852949192747474 9.2208606312051398 leaf_count=365205 19575 45954 34552 42274 21486 81317 97869 15662 287 1578 46 118 36 1452 143648 14 652 735 290 35601 1059 122 19 37 507 53 188 23 21 800 internal_value=0 -0.000677536 6.96911e-05 -0.00715713 0.000596122 -0.00102243 0.00919162 0.000366266 0.000958667 0.00232951 -0.00130697 -0.00496125 -0.00255943 0.00689459 -0.00531666 0.00194784 0.00109365 0.00122407 0.00104886 -0.00104637 0.00528673 0.0418763 0.100849 -0.00146021 0.00561464 0.0157815 0.00446229 0.0454102 0.0714291 0.00323322 internal_weight=0 14675.7 13158.3 1517.42 8878.61 4279.71 1079.23 7839.1 2513.73 1039.51 87.6822 56.0373 851.092 250.442 764.19 33.8522 2457.7 2337.56 2203.23 295.316 18.1137 0.962574 0.270494 277.202 15.1167 5.38382 4.09339 0.900184 0.613085 17.1512 internal_count=911180 792270 241143 551127 75406 165737 118910 52296 17744 23110 1624 405 84420 21041 185922 1466 17339 16687 15952 38466 2036 177 55 36430 829 322 269 81 58 1859 is_linear=0 shrinkage=0.01 Tree=660 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 9 10 10 9 9 10 10 5 1 5 5 9 5 9 9 5 5 4 9 4 5 9 5 split_gain=967.846 701.813 74.2164 52.2272 37.2154 32.9275 26.3411 23.2897 21.4215 19.142 18.462 18.0506 17.3065 15.3227 15.0355 12.9843 14.3576 12.2858 11.8951 45.1749 37.294 11.5261 11.1949 10.9481 10.8468 10.8269 17.8766 10.4877 10.3175 26.0387 threshold=0.99997490644454967 2.1584159185294997e-05 0.049213243648409809 8.8294510192099562e-07 3.3950000000000005 0.99766892194747936 7.5550000000000006 3.3950000000000005 0.00014260681928130004 0.97252115607261669 5.8550000000000013 6.1150000000000011 0.99999946355819713 0.00048551171494175006 119.50000000000001 0.85791925465838526 2.5000000000000004 5.5000000000000009 3.8750000000000004 38.500000000000007 4.9850000000000012 3.3550000000000004 1.0000000180025095e-35 117.50000000000001 3.5000000000000004 6.0750000000000011 5.5000000000000009 1.0000000180025095e-35 1.9550000000000003 194.50000000000003 decision_type=2 2 2 2 10 2 8 10 2 2 10 10 2 2 2 2 2 2 10 2 10 10 2 2 10 8 10 2 10 2 left_child=1 3 4 -1 13 7 24 9 10 14 -6 -5 18 15 -4 28 -17 -13 -2 -20 23 -11 -12 -21 -7 -26 -27 -10 29 -3 right_child=12 2 5 11 8 6 -8 -9 27 21 22 17 -14 -15 -16 16 -18 -19 19 20 -22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.0090149851554512921 0.0086608882703946306 -0.0029776979299423463 -0.00096693409004510399 -0.0058835216654545257 -0.0035576170432644739 0.0020363492399213846 0.0064366838793036805 0.00081204484097741091 -0.00074164703378267751 0.0026722806552244636 -0.0060154855058148042 -0.0068758044147794904 0.0098819389906114035 -0.0014644644030441332 0.0024823071945607577 0.0068742173353228721 -0.0069182391110535991 0.00096221434927500266 0.006431743809498262 -0.02038572010035054 -0.037497454176409657 -0.0138422095676944 0.0037841528950282744 0.010715527496962474 -0.0012739504209067982 -0.030707313016110373 0.006159727076551812 0.00059898237697946768 -0.0054464106046710047 0.01828286909572063 leaf_weight=746.50756240345072 148.98350435029715 198.18076229654253 1838.7576064541936 662.34766625636257 296.01401146000717 605.90718125831336 145.76666712714359 5202.480014462024 888.1447661682032 219.71461052820086 14.341936401091514 28.023049431969412 820.84973471285775 1534.8462828258052 135.70470833033323 23.195033419877291 11.187837618403135 69.834612165694125 89.911384852137417 1.6073063686490039 4.463105695322156 4.3090919926762572 62.27878832933493 3.8261107057332993 28.760586341843009 3.4183240942656985 2.1377998683601618 1701.3475390926469 230.6655740570277 5.9330793097615233 leaf_count=365205 16395 4350 11639 164843 50907 11089 8439 31731 22599 4894 920 4814 97869 14982 677 496 355 16265 4497 28 50 39 5276 71 300 21 38 60070 12103 218 internal_value=0 -0.000671525 6.90141e-05 -0.00713618 -0.000895454 0.000654052 0.0026001 0.00044738 -0.000183422 -0.000415561 -0.00242518 -0.00529123 0.00918166 -0.00194791 -0.000729868 -0.00352948 0.00238629 -0.00128232 0.00687119 0.00419971 -0.0160786 0.00235462 0.00194985 0.0015152 0.00172658 -0.00374275 -0.0165222 0.000139173 -0.00399731 -0.00235971 internal_weight=0 14659.8 13153.1 1506.71 4966.14 8186.96 785.991 7400.97 2962.13 2198.49 372.635 760.205 1069.64 2004.01 1974.46 469.162 34.3829 97.8577 248.791 99.8079 9.89652 224.024 76.6207 5.43342 640.224 34.3167 5.55612 2589.49 434.779 204.114 internal_count=911180 792270 241143 551127 172276 68867 19887 48980 139772 17249 57103 185922 118910 32504 12316 17522 851 21079 21041 4646 149 4933 6196 99 11448 359 59 82669 16671 4568 is_linear=0 shrinkage=0.01 Tree=661 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 4 4 5 5 5 5 2 4 2 2 2 5 2 5 4 10 5 8 4 5 10 2 split_gain=956.697 693.163 72.8528 52.3033 35.0462 23.0365 17.3883 12.7872 20.6659 12.3919 14.1416 9.65549 9.48015 9.16318 9.09559 7.90201 7.32824 11.5385 12.9838 8.49974 11.5906 14.4156 9.69659 7.59506 7.0426 6.65491 6.55099 14.0004 6.6881 18.4159 threshold=0.99997490644454967 2.1584159185294997e-05 0.020015737973153553 8.8294510192099562e-07 0.99473056197166454 0.00022280584380490002 0.99999946355819713 6.5000000000000009 4.5000000000000009 3.5000000000000004 50.500000000000007 188.50000000000003 50.500000000000007 1.0000000180025095e-35 0.65235814296241723 3.5000000000000004 0.99938118811881205 0.94754041967664271 0.92890109890109895 39.500000000000007 0.96784532671629464 214.50000000000003 3.5000000000000004 0.51461192965507518 235.50000000000003 1068.5000000000002 6.5000000000000009 390.50000000000006 4.5252242841797857e-07 0.85379556042751448 decision_type=2 2 2 2 2 2 2 2 10 8 2 2 2 2 2 10 2 2 2 2 2 2 10 2 2 10 10 2 2 2 left_child=1 3 5 26 7 11 12 -4 16 -6 -11 -3 -2 -5 -10 -14 17 18 -9 22 -21 23 -19 -22 -23 -7 -1 28 -28 -30 right_child=6 2 4 13 9 25 -8 8 14 10 -12 -13 15 -15 -16 -17 -18 19 -20 20 21 24 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-0.0091261355957990634 0.0076272768117947335 -0.002882354751888173 6.6105081999245628e-05 -0.0068004211607549095 0.0026250366116696349 -0.00068969250898197592 0.0098781356214050799 0.001109700529485381 -0.0078572663915074392 0.00010192950415764542 -0.012770678671867736 0.0016083421835040746 0.0026301865571262471 -0.004476265710151842 0.00048766636373566256 -0.031078621885300951 -0.0013164843075308002 0.0049678446860821849 -0.0041630844131660665 -0.0071452538521830965 -0.0016439709744794433 0.02164617135052203 0.01582191028946393 0.0074451745265656987 0.0070645727438384612 0.026287339456177172 -0.0052424434904026268 0.14550078041147635 0.01144748301215542 0.22079289648299391 leaf_weight=727.89448045950849 213.42194462427869 736.62713863549288 5510.2376863611862 256.91129295877181 947.97441141307354 3206.4817518466152 812.99348638695665 2235.1354995872825 38.021617785096169 77.943275402765721 9.5835638232529146 51.207562398631126 32.981813382357359 499.34752126375679 19.895953688770533 0.7104042824357738 124.43995650857687 57.518689945340157 47.697049213573337 12.552754351869224 35.394917119294405 5.0185457020997992 9.6050905026495439 12.419454447925089 9.7419646941125375 0.9146977961063375 10.453147226246069 0.064297112985514882 1.3963942175614654 0.043324665864929446 leaf_count=355251 19575 72507 36307 42274 21486 81647 97869 16914 301 1578 46 8438 1452 143648 128 14 690 297 314 97 161 21 50 95 61 5 9076 27 829 22 internal_value=0 -0.000665535 6.83449e-05 -0.00711517 0.000560126 -0.00105834 0.00917205 0.000339125 0.00091609 0.00229263 -0.00130753 -0.00259047 0.00684905 -0.00526581 -0.0049906 0.00191943 0.00105027 0.00117172 0.000999532 0.00393496 0.00162443 0.00338366 0.00652101 0.000716872 0.0120223 -0.000681999 -0.00900553 -0.00166375 -0.00245938 0.0177472 internal_weight=0 14644.5 13148.4 1496.11 9153.18 3995.23 1060.11 8117.68 2607.44 1035.5 87.5268 787.835 247.114 756.259 57.9176 33.6922 2549.52 2425.08 2282.83 142.251 75.1276 62.5749 67.1238 47.8144 14.7605 3207.4 739.852 11.9572 11.8929 1.43972 internal_count=911180 792270 241143 551127 78546 162597 118910 55436 19129 23110 1624 80945 21041 185922 429 1466 18700 18010 17228 782 435 338 347 256 82 81652 365205 9954 9927 851 is_linear=0 shrinkage=0.01 Tree=662 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 3 3 4 10 10 0 4 1 3 1 4 3 3 1 1 1 1 10 1 1 1 3 3 split_gain=945.634 684.6 71.4966 52.3774 31.9094 26.8953 17.4873 14.0947 11.5835 10.0837 7.86079 7.5464 7.08616 6.54727 6.50135 7.6047 7.29424 8.89257 7.71228 18.0333 17.9046 7.99464 9.93339 14.3986 6.95209 6.47182 6.46118 6.33194 6.19519 13.1122 threshold=0.99997490644454967 2.1584159185294997e-05 0.049213243648409809 8.8294510192099562e-07 0.99766892194747936 0.00042608799412840006 0.99999946355819713 27.500000000000004 42.000000000000007 3.5000000000000004 4.0456557144352709e-06 0.78322452306747448 1.0000000180025095e-35 6.5000000000000009 0.33460559796437661 29.500000000000004 0.49844720496894418 2.5000000000000004 20.500000000000004 18.500000000000004 0.37886762360446574 0.3686367558239862 0.36398872445384073 0.36014705882352943 0.0089773964136838514 0.44018348623853215 0.5265987549518959 0.31158186076218869 18.500000000000004 11.500000000000002 decision_type=2 2 2 2 2 2 2 8 8 8 2 2 2 10 2 10 2 10 10 10 2 2 2 2 2 2 2 2 8 10 left_child=1 3 5 13 11 -3 -2 -6 14 -9 26 12 -4 -1 15 -7 18 -18 19 -16 21 22 23 -21 -20 -26 -5 -17 29 -13 right_child=6 2 4 10 7 8 -8 9 -10 -11 -12 28 -14 -15 16 27 17 -19 24 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.009117580761855414 0.0068255417409932139 -0.0022622481773480565 0.00044139428998567074 -0.0054528113130457708 0.0048390610512687457 -0.00092124179369365913 0.0098743217926453488 0.0021573261895503374 0.02423105067200278 -0.0027238552178551652 -0.0042995623057383355 0.00056053757284950617 -0.00041704621343561588 -0.001651307014534536 -0.0024650897235597904 0.00015208504261369617 -0.00030135478344966012 -0.0031751113072562105 -0.0033565843530277114 0.013785767510015619 0.0031457623855780754 0.045108290555043007 -0.010789553807927199 0.062264336613960469 8.0874085920150659e-05 -0.0037656717081785006 -0.0084359058052900435 0.0024578433529974263 0.00072253099515945027 0.005488085634545589 leaf_weight=721.32460366748273 245.49501955718733 1096.1861013384769 3495.1219469737262 241.16162119561341 201.76320619694889 665.95629897713661 805.21339320205152 534.93005846720189 1.8948741694912303 45.95872389851138 407.30742509837728 141.05127611290663 1326.5595306232572 11.939394383167381 34.524629876483232 1034.0682743722573 1367.7752908109687 116.87935723876581 268.09348117373884 2.4249194734729858 12.315741208381949 1.4292918555438516 0.94618811458349217 0.81978200282901514 161.33256965503097 60.010675823315978 103.88319809711538 134.60226836334914 2351.089668427594 87.504108879715204 leaf_count=355251 21041 97473 22186 74542 4320 12333 97869 14671 12 896 82044 1033 7151 9954 956 17688 23207 4035 10220 61 362 38 17 20 2406 969 29336 2479 17960 650 internal_value=0 -0.000659616 6.76872e-05 -0.00709406 0.000641827 -0.000879782 0.00916198 0.00256203 -0.000487494 0.00177114 -0.00524037 0.000438775 0.000205217 -0.00899601 -0.000499624 -6.83568e-05 -0.000890048 -0.000527591 -0.00188309 0.0017608 0.00989517 0.0246854 0.0177202 0.026034 -0.00227366 -0.000962003 -0.00635094 0.000417652 0.000875326 0.00244709 internal_weight=0 14628.9 13143.2 1485.62 8183.98 4959.26 1050.71 782.652 3863.07 580.889 752.352 7401.33 4821.68 733.264 3861.18 1834.63 2026.55 1484.65 541.897 52.4606 17.9359 5.62018 4.19089 3.2447 489.437 221.343 345.045 1168.67 2579.65 228.555 internal_count=911180 792270 241143 551127 68867 172276 118910 19887 74803 15567 185922 48980 29337 365205 74791 32500 42291 27242 15049 1454 498 136 98 81 13595 3375 103878 20167 19643 1683 is_linear=0 shrinkage=0.01 Tree=663 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 9 9 5 10 5 10 0 5 10 9 9 10 9 5 10 5 3 9 5 9 9 5 9 split_gain=934.689 676.122 70.1584 52.4472 38.9161 34.7026 31.3603 27.8479 18.0707 17.9921 17.5906 14.5129 13.9908 13.9656 24.6977 13.8741 13.4585 20.9616 12.8675 12.4653 21.3358 18.0075 12.2201 13.7003 12.1498 46.8746 19.8005 12.0595 44.3127 35.2634 threshold=0.99997490644454967 2.1584159185294997e-05 0.015218299813568552 8.8294510192099562e-07 3.6650000000000005 0.99473056197166454 3.3950000000000005 8.3400000000000016 6.1150000000000011 1.0000000180025095e-35 0.99999946355819713 123.50000000000001 0.00073490195791230009 1.0000000180025095e-35 1.0000000180025095e-35 0.97252115607261669 4.1150000000000011 4.7650000000000006 0.18897357583045957 5.995000000000001 13.500000000000002 0.00014260681928130004 5.5000000000000009 29.500000000000004 6.0450000000000008 8.5000000000000018 5.2150000000000007 3.8750000000000004 38.500000000000007 4.9850000000000012 decision_type=2 2 2 2 8 2 10 8 10 2 2 2 2 2 2 2 10 10 2 10 2 2 2 10 10 2 10 10 2 10 left_child=1 3 4 -1 12 6 11 -7 -5 -6 27 15 -3 24 16 -4 -15 -18 -16 21 -21 -11 -10 -24 26 -26 -8 -2 -29 -30 right_child=10 2 5 8 9 7 13 -9 22 19 -12 -13 -14 14 18 -17 17 -19 -20 20 -22 -23 23 -25 25 -27 -28 28 29 -31 leaf_value=-0.0089864158658777612 0.0086257467287578476 -0.0041534961446046993 -0.00098782634678426929 -0.0058136917060807279 -0.0014819073452388611 0.0016548733988251425 0.00073330899649529579 0.0067437634610262032 -0.0068174288545021812 -0.0028513236486705702 0.0098704972780502692 0.0022002231954279324 -0.0018004829570997742 0.0014602133032803966 -0.00076341758161349268 0.0021487934560340976 -0.0058867968235674284 -0.0011399839487223717 0.0023589678365513048 -0.0021330599717575625 0.0036307983337558838 0.00030322233867300383 -0.0017610772268709367 0.008076805023888611 -0.0033997129088552281 0.0018755892636419403 0.0023062840803442009 0.0063481470305140741 0.0014194967516151522 -0.036370289588337282 leaf_weight=726.73952244536486 145.79115418065339 412.4077820207458 2289.9453487880528 651.71035839559045 1028.9392979340628 909.79415722005069 2604.4554644748569 121.94802530156448 27.535670805023983 217.16062808595598 797.50873563135974 173.29619335010648 652.49169277213514 131.84456992149353 197.35446036793292 150.27420132234693 115.84008977934718 472.43782766163349 398.46495234593749 89.729486256837845 225.91717546759173 1085.4942123636138 49.390972676570527 19.842366823693737 278.98672532662749 425.08686343207955 1155.227130452171 88.166228582616895 5.3817433007061464 4.562915712594986 leaf_count=365205 16395 20163 14192 164843 34488 14826 20223 8284 4814 37944 97869 996 9927 726 1610 3086 695 2871 1975 2803 7021 47049 11814 4451 1657 2374 8233 4497 99 50 internal_value=0 -0.00065379 6.70383e-05 -0.00707289 -0.0010974 0.000525669 0.000312922 0.00225636 -0.00521495 -0.000448006 0.00915176 -0.000596082 -0.00271174 0.000723964 -0.000181372 -0.000794666 -0.0014275 -0.0020747 0.00132473 0.000209363 0.0019923 -0.00022266 -0.00118262 0.00105847 0.000990862 -0.000214731 0.00121663 0.00680164 0.00409105 -0.0159196 internal_weight=0 14612.3 13137.1 1475.22 3712.14 9424.96 8393.21 1031.74 748.479 2647.24 1041.41 2613.52 1064.9 5779.7 1315.94 2440.22 720.122 588.278 595.819 1618.3 315.647 1302.65 96.769 69.2333 4463.76 704.074 3759.68 243.902 98.1109 9.94466 internal_count=911180 792270 241143 551127 159395 81748 58638 23110 185922 129305 118910 18274 30090 40364 7877 17278 4292 3566 3585 94817 9824 84993 21079 16265 32487 4031 28456 21041 4646 149 is_linear=0 shrinkage=0.01 Tree=664 num_leaves=31 num_cat=0 split_feature=9 9 3 2 0 9 0 9 9 9 4 9 4 2 2 2 2 3 2 2 0 4 2 9 9 9 3 2 2 3 split_gain=24.2629 9.56268 14.5257 18.5744 47.8204 23.7199 21.6534 20.7571 15.352 13.4746 11.1121 15.2188 12.9587 9.85587 9.99998 9.4597 12.3901 12.1615 13.1454 10.7744 19.4153 17.3026 10.4352 9.38697 9.07753 10.1803 8.78516 13.1346 13.043 11.0708 threshold=1.3750000000000002 5.4450000000000012 29.500000000000004 0.16749174917491746 1.0000000180025095e-35 2.5450000000000004 1.0000000180025095e-35 2.6750000000000003 5.1250000000000009 5.3850000000000007 7.5000000000000009 4.8950000000000005 3.5000000000000004 0.37341365461847392 0.67574992574992587 0.85379556042751448 0.87577160493827166 29.500000000000004 0.67403517342452379 0.66349106014087067 1.0000000180025095e-35 1.5000000000000002 0.6453654552878727 5.0550000000000006 5.2750000000000012 2.3350000000000004 11.500000000000002 0.5884438881935754 0.68091632946090597 6.5000000000000009 decision_type=10 10 8 2 2 10 2 10 10 10 8 10 10 2 2 2 2 8 2 2 2 10 2 10 10 10 10 2 2 10 left_child=15 2 24 4 5 -4 9 -7 13 -5 12 -12 -6 -8 23 17 -17 -1 19 22 21 -21 -19 -15 25 -2 27 29 -29 -3 right_child=1 26 3 6 10 7 8 -9 -10 -11 11 -13 -14 14 -16 16 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0019981543966382407 0.0011834665385594798 -0.00046529314912818808 -0.0044696708514263975 -0.0005704439102131141 -0.0005967783440148566 0.010494038602272875 -0.0023891376948288715 0.0028837004026656403 -0.00260800083289724 -0.0046084255870707767 0.00053053898120084778 0.015036306127149304 -0.0069249742462112584 0.0019266880102343188 -0.00023999004051884748 0.0095646824788218308 0.002129446782079734 0.00043501685381166751 -0.0024660668483833547 0.011691642609854752 -0.00035168419450090502 -0.0060277904627619935 -0.010878904274821891 0.0083307512674096213 0.00080449207259281866 -0.0010764698418499858 0.00055016249209747234 0.0050267648870112929 -0.00061479513562656284 -0.0052687897721972465 leaf_weight=591.14031889056787 212.27706463867798 93.19107363425428 41.559169681742787 3906.4136929917149 817.98072753299493 38.000673078000546 67.888959718635306 630.12356644048123 111.9180140477838 84.425150000141002 23.565289720194414 10.435602701851165 33.692368760937825 698.61275533039588 234.56506626796909 26.547450121957809 143.88066501892172 954.8279924953822 155.50705302576534 35.399794306140393 48.657907963730395 6.5267844735644749 8.2224076306447369 23.663622224004939 326.82147460291162 3267.4525059434818 2683.9157895236276 51.387191032001283 202.35920904681552 98.899724975053687 leaf_count=24778 7857 9539 970 249389 23048 573 2244 13880 5556 11269 896 166 1254 22060 6669 715 6703 49595 4953 743 2325 190 187 891 36449 198580 192704 3251 25413 8333 internal_value=0 -0.000151089 -0.000295344 -1.58606e-05 0.000926473 0.00286059 -0.000309057 0.00331655 0.000908612 -0.000655866 -0.000623318 0.00498267 -0.000847123 0.00129269 0.00155392 0.00103584 0.00328763 0.000822672 0.000247988 0.000648558 0.00394579 0.00893323 0.00033842 0.0021365 -0.000788947 -0.000938605 0.000334227 -0.000965691 0.0005277 -0.00293842 internal_weight=0 13659.1 10529.4 6722.84 1595.36 709.683 5127.49 668.124 1136.65 3990.84 885.674 34.0009 851.673 1024.73 956.841 1970.71 170.428 1800.28 1209.14 1053.63 90.5845 41.9266 963.05 722.276 3806.55 3479.73 3129.75 445.837 253.746 192.091 internal_count=911180 820991 581751 338865 40787 15423 298078 14453 37420 260658 25364 1062 24302 31864 29620 90189 7418 82771 57993 53040 3258 933 49782 22951 242886 206437 239240 46536 28664 17872 is_linear=0 shrinkage=0.01 Tree=665 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 9 10 10 9 9 10 5 9 0 5 10 5 2 9 9 10 2 9 5 9 9 5 2 split_gain=923.777 667.482 68.9077 52.5191 36.2872 30.8854 26.0114 22.4012 20.3037 18.3138 18.0256 17.9185 17.6743 15.1582 19.2111 29.5468 26.6021 14.5808 14.4504 13.9964 21.6481 45.7363 13.5585 13.4673 12.0349 43.2723 33.3616 11.7008 22.8559 19.8419 threshold=0.99997490644454967 2.1584159185294997e-05 0.049213243648409809 8.8294510192099562e-07 3.3950000000000005 0.99766892194747936 7.5550000000000006 3.3950000000000005 0.00014260681928130004 0.97252115607261669 5.8550000000000013 6.285000000000001 0.99999946355819713 7.5000000000000009 7.1150000000000011 1.0000000180025095e-35 20.500000000000004 0.00048551171494175006 119.50000000000001 0.40078740157480325 6.6150000000000011 6.8650000000000011 9.6955882327165472e-06 0.23123827392120072 3.8750000000000004 38.500000000000007 4.9850000000000012 2.0250000000000004 194.50000000000003 0.64262062440870393 decision_type=2 2 2 2 10 2 8 10 2 2 10 10 2 2 10 2 2 2 2 2 10 10 2 2 10 2 10 10 2 2 left_child=1 3 4 -1 17 7 -7 9 10 18 -6 -5 24 -13 15 19 -17 27 -4 20 -15 22 -22 -12 -2 -26 -27 28 -3 -30 right_child=12 2 5 11 8 6 -8 -9 -10 -11 23 13 -14 14 -16 16 -18 -19 -20 -21 21 -23 -24 -25 25 26 -28 -29 29 -31 leaf_value=-0.0089765107542227641 0.0086115674511000016 -0.0023702494214963695 -0.00095517994940040444 -0.0057499648661719482 -0.003484248375820754 0.0016555055038186071 0.0063688731987869293 0.00078807002165011267 0.0001519191739557389 0.002301912117552922 -0.0072546192123394502 -0.0076073406658133261 0.009866711486367738 0.0013682030937932769 -0.0012934126841371832 0.034721904165242255 0.21271061794699173 -0.0014356961802911043 0.0024258855348391183 0.0058255119894495963 0.09449751492973979 -0.010133522341267021 0.20403090806305815 0.0038756373939582821 0.0063225813279282304 0.0014133345972145456 -0.03509703520815901 -0.0050161607075160531 0.035140471567627111 -0.0006881166942650993 leaf_weight=720.11092461971566 144.53452432132326 221.83383786212653 1838.8239563554525 658.358228085679 292.7576332235476 635.88832136476412 143.50933864992112 5202.5891668926924 2586.3494170741178 222.76545389275998 13.121143004391341 24.224187333369628 789.77402730239555 0.87348192289936999 47.893403247464448 0.22306865220889527 0.13466345658525825 1531.4259389219806 135.73878413066268 11.965853561297989 0.2867211913689971 0.37545342347584665 0.18653224967420101 63.39323462289758 87.643110954202712 5.3784414157271367 4.680873941630125 236.58314460748807 3.073572755791246 3.1094020279124379 leaf_count=365205 16395 4827 11639 166815 50907 11448 8439 31731 82669 4933 701 4393 97869 159 11583 25 25 14982 677 2819 42 53 8 5495 4497 99 50 12469 97 129 internal_value=0 -0.000647921 6.62876e-05 -0.00705106 -0.000864755 0.000629928 0.00252337 0.000430501 -0.00016126 -0.000416112 -0.00235474 -0.00518873 0.00914195 -0.000900469 0.00172256 0.0120065 0.101723 -0.00190646 -0.000722753 0.00966175 0.0363161 0.0722842 0.13767 0.00196695 0.00677897 0.00406794 -0.0155759 -0.00345819 -0.00184168 0.0171224 internal_weight=0 14595.6 13131 1464.63 4951.65 8179.32 779.398 7399.92 2955.62 2197.33 369.272 744.522 1032.01 86.1634 61.9392 14.0458 0.357732 1996.03 1974.56 13.688 1.72219 0.848707 0.473253 76.5144 242.237 97.7024 10.0593 464.6 228.017 6.18297 internal_count=911180 792270 241143 551127 172276 68867 19887 48980 139772 17249 57103 185922 118910 19107 14714 3131 50 32504 12316 3081 262 103 50 6196 21041 4646 149 17522 5053 226 is_linear=0 shrinkage=0.01 Tree=666 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 9 9 10 4 10 9 10 0 4 9 9 9 9 9 10 8 4 9 9 3 4 9 9 split_gain=913.125 659.196 67.676 52.5814 37.2309 34.2546 33.5076 27.3139 17.7763 17.755 15.5259 14.0057 13.661 12.344 12.1249 13.3788 21.9807 13.1765 12.5875 13.7352 12.0138 11.9105 11.5119 11.3177 10.4458 10.7777 17.5638 11.3421 10.9736 15.8549 threshold=0.99997490644454967 2.1584159185294997e-05 0.011652591172605703 8.8294510192099562e-07 3.6650000000000005 0.99473056197166454 3.3950000000000005 8.3400000000000016 6.1150000000000011 0.99999946355819713 3.5000000000000004 0.97252115607261669 5.2250000000000005 0.00073490195791230009 1.0000000180025095e-35 1.5000000000000002 8.1200000000000028 8.3400000000000016 4.1150000000000011 4.8350000000000009 3.8750000000000004 9.4236969744088142e-05 1068.5000000000002 1.5000000000000002 7.6900000000000004 5.1050000000000013 27.500000000000004 1.5000000000000002 5.0450000000000008 4.995000000000001 decision_type=2 2 2 2 8 2 10 8 10 2 10 2 10 2 2 10 10 10 10 10 10 2 10 10 10 10 10 10 10 10 left_child=1 3 4 -1 13 6 11 10 -5 20 -7 -4 21 -3 15 -8 -17 -18 -16 23 -2 -6 -23 -20 25 26 -21 -28 29 -29 right_child=9 2 5 8 12 7 14 -9 -10 -11 -12 -13 -14 -15 18 16 17 -19 19 24 -22 22 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-0.0089667716358685368 0.0085976183810659995 -0.0041058693624313625 -0.00081462654246660781 -0.0057630794792810922 -0.0033215983682944629 0.0020070326308847639 0.0013145766410708674 0.0066948045828872458 -0.0011617058362197773 0.0098628632578269381 -0.0028672620657229954 0.0022046654433940205 0.00055362665578901542 -0.0018367167102362539 0.0018358851922521239 0.00046515704068493936 -0.0080038604114159584 -0.00012895284056182137 -0.0014815955370274436 -0.0047388967721201233 0.0040445831460826 -0.00071896913613534602 0.036528293572638856 -0.0064898817183875294 0.0058916738468916445 -0.0011427235513907785 0.0010737775159841449 0.0057438629273332646 0.012828941254648776 -0.01156192418628393 leaf_weight=713.71618676948128 143.32738573802635 409.37680502887815 2545.8523485120386 644.19400132843293 196.88761989306659 836.57320253457874 3177.2458517793566 120.43167493585497 96.541165220201947 782.21920258994214 70.885517820715904 163.50402171444148 842.67049248493277 578.51758638955653 263.82819301262498 1325.5808595549315 50.857093177735806 36.494872201234102 198.81701192632318 42.856985095888376 97.29304293403402 1420.4856565236114 0.83025801181793113 58.367395522072911 29.297072038054466 477.1120041012764 219.11602029576898 38.008051699027419 16.801166795194149 6.1506675276905289 leaf_count=365205 16395 20163 15709 164843 29230 13655 21888 8284 21079 97869 1171 3209 43625 9307 1493 12189 316 233 1180 291 4646 53861 5 440 196 2942 1287 301 116 52 internal_value=0 -0.00064212 6.56431e-05 -0.00702975 -0.00113717 0.000494277 0.000289189 0.00222013 -0.00516338 0.00913213 0.00162628 -0.000632419 -0.00047886 -0.00277704 0.000709516 0.000954555 0.000144978 -0.00471379 -0.000123431 -0.000599189 0.00675663 -0.00101652 -0.000697211 -0.00261821 2.69242e-05 -0.000187839 0.00122294 0.00213522 0.00595048 0.00333342 internal_weight=0 14581 13126.5 1454.45 3448.77 9677.78 8649.89 1027.89 740.735 1022.84 907.459 2709.36 2460.87 987.894 5940.53 4590.18 1412.93 87.352 1350.35 1086.53 240.62 1618.2 1421.32 257.184 829.342 800.045 322.933 280.076 60.9599 44.1587 internal_count=911180 792270 241143 551127 156191 84952 61842 23110 185922 118910 14826 18918 126721 29470 42924 34626 12738 549 8298 6805 21041 83096 53866 1620 5185 4989 2047 1756 469 353 is_linear=0 shrinkage=0.01 Tree=667 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 9 9 10 10 9 9 9 3 10 9 9 10 9 4 4 9 3 1 9 9 4 9 1 3 3 split_gain=902.551 651.102 86.9346 39.9204 37.4906 35.7492 34.6406 32.8536 17.8532 16.1169 15.0486 38.4583 25.2232 23.8841 21.8418 13.8898 13.2033 12.9086 16.1417 14.7397 12.8436 12.7332 12.5812 12.0062 11.8695 11.4637 15.5346 11.1288 10.937 10.8458 threshold=0.99997490644454967 9.6955882327165472e-06 0.00099748477805400022 4.8650000000000011 0.99473056197166454 3.9350000000000005 5.5250000000000012 6.6807518805944721e-07 0.99999946355819713 3.3250000000000006 2.5450000000000004 2.5750000000000006 29.500000000000004 0.94052824378013633 2.4350000000000005 3.1750000000000003 8.5830975876888274e-05 4.8950000000000005 11.500000000000002 7.5000000000000009 6.1150000000000011 23.500000000000004 0.51630627437079057 3.8750000000000004 1.3750000000000002 1.5000000000000002 3.5650000000000004 0.98936170212765973 28.500000000000004 18.500000000000004 decision_type=2 2 2 10 2 10 10 2 2 8 10 10 8 2 10 10 2 10 8 10 10 10 2 10 10 10 10 2 8 8 left_child=1 7 6 4 10 24 9 -1 23 27 13 -12 22 14 28 -14 -11 21 19 -19 -9 -5 -13 -2 -6 -17 -27 -3 -4 -8 right_child=8 2 3 17 5 -7 29 20 -10 16 11 12 15 -15 -16 25 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0090844696559908497 0.008583590677527583 -0.0047453081826679807 0.00053261775414538491 -0.0045067345048257178 0.0066745890151364588 -0.0027322136238935595 -0.002303150527044166 -0.0064058660551454547 0.0098590032625766738 -0.0035924457453384634 0.0062838126568143006 -0.00077301604936518432 -0.00076507712746400351 0.0029208820517915464 -0.0060456486541380985 0.0012797625352285816 -0.0012035605223003033 0.00085252696358811678 0.010815666656805839 -0.010245562363057651 -0.0020359483948670419 0.0040138197331141346 -0.0029473603382135834 0.0040192058069241964 0.0027692658668312243 0.0029928427052031059 -0.0015056384825105143 0.0024948146106027547 -0.0016484233609729169 0.0021392942623966568 leaf_weight=655.23166324361227 142.13199663185515 399.01120531512424 282.70791758410633 19.154634713195264 114.43196644634008 100.47741712257266 72.966527322074398 516.18777544901241 774.73768294951878 354.91738390328828 92.232867442071438 1008.7872357065789 803.56110099237412 129.57107099983841 100.92978520691395 1348.3590899808332 664.59879317739978 5049.9978928402998 16.227673054672778 11.995615758933125 77.3336344807758 207.92734116548672 361.46703812107444 96.930106930434704 243.27763459365815 97.469872157089412 361.40170860290527 22.42348541598767 1231.2378248218447 222.65191603591666 leaf_count=342156 16395 18497 1880 212 8938 824 5530 151489 97869 64351 640 9826 5893 3308 683 12312 46025 53691 154 155 21210 2019 4004 4646 6016 960 5112 725 8130 17530 internal_value=0 -0.000636359 1.10353e-05 0.000323895 -0.00021591 0.00253818 -0.00207543 -0.00754073 0.00912185 -0.00271515 -0.000432814 -9.99793e-05 -0.000247879 -0.00120998 -0.00154143 0.000328776 -0.00203519 0.000962457 0.000858149 0.000826227 -0.00583648 0.0032951 -0.0013466 0.00673292 0.00401859 0.000815143 -0.000550107 -0.00436008 -0.00124114 0.00104278 internal_weight=0 14566.5 13317.8 11581.2 6275.91 458.187 1736.57 1248.75 1013.8 1440.95 5817.73 4073.28 3981.05 1744.45 1614.88 2610.79 1019.52 5305.3 5078.22 5061.99 593.521 227.082 1370.25 239.062 357.71 1807.23 458.872 421.435 1513.95 295.618 internal_count=911180 792270 277415 124757 68526 15778 152658 514855 118910 129598 52748 38747 38107 14001 10693 24277 110376 56231 54000 53846 172699 2231 13830 21041 14954 18384 6072 19222 10010 23060 is_linear=0 shrinkage=0.01 Tree=668 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 9 10 9 10 9 10 5 5 2 9 5 5 10 9 5 9 5 9 9 9 9 9 2 2 2 split_gain=892.093 643.362 85.3526 39.2242 47.4227 34.0722 32.9354 26.8218 17.9513 15.9315 15.2904 13.5069 13.3392 34.911 39.6742 67.627 46.5228 14.8901 12.7674 12.2902 11.9978 42.5783 31.7382 11.9122 11.8962 16.6279 13.5462 13.8947 13.3293 25.2959 threshold=0.99997490644454967 9.6955882327165472e-06 0.00099748477805400022 0.99473056197166454 3.3950000000000005 5.5250000000000012 6.6807518805944721e-07 8.3400000000000016 0.99999946355819713 3.3250000000000006 0.97252115607261669 1.0000000180025095e-35 336.50000000000006 0.69576423128641873 5.3350000000000009 358.50000000000006 1813.0000000000002 8.5830975876888274e-05 6.1150000000000011 152.50000000000003 3.8750000000000004 38.500000000000007 4.9850000000000012 3.1750000000000003 6.1150000000000011 6.1250000000000009 9.7700000000000014 0.79516317016317017 0.30032679738562096 0.31838294448913923 decision_type=2 2 2 2 10 10 2 8 2 8 2 2 2 2 10 2 2 2 10 2 10 2 10 10 10 10 10 2 2 2 left_child=1 6 5 4 10 9 -1 -5 20 -3 19 24 17 -14 -15 -16 -17 -11 -8 -4 -2 -22 -23 -21 28 -26 -27 -28 -6 -30 right_child=8 2 3 7 11 -7 18 -9 -10 12 -12 -13 13 14 15 16 -18 -19 -20 23 21 22 -24 -25 25 26 27 -29 29 -31 leaf_value=-0.0090756114614720124 0.0085694839701175723 -0.0043342447253634031 -0.0010966376998344832 0.0016020850624101858 -0.00070199324135031564 0.0010313053809208989 -0.0063822247229659056 0.0066507929312922881 0.0098551311285682962 -0.0038767043813210328 0.0021769735123847679 0.00094905249169764758 -0.0030371372996974406 0.013474745799924285 0.24762443706822665 0.014462609966776689 0.21660992529133144 -0.0013038124332001961 -0.0020196739355058217 0.0029472080817690306 0.0062638103408073865 0.0013298671210359135 -0.034170934967590737 -0.0043327148207666019 -0.010130232733379492 -0.001790158271686802 0.018122063820020275 -0.0099459728591003767 0.010156833185135923 0.00064900749225578664 leaf_weight=649.34200670284918 140.94824443408288 419.71705938410014 3170.6668570097536 905.38237419445068 914.14505716878921 295.9120867344318 512.93520337081281 119.06543673714623 767.32877890765667 343.77073069894686 163.02838571928442 4419.8063438292593 15.585977074457334 6.3627870535710818 0.19395137298852183 0.81560803391039371 0.13231944548897445 650.68505364097655 77.178001447930001 134.550915857777 86.46604005433619 5.3342990055680257 4.7703504525125027 26.984897503629327 23.415291413664818 192.59751131013036 6.6798133440315706 2.3964396193623543 28.524510437622666 1472.8604454109445 leaf_count=342156 16395 19222 22691 14826 7249 23060 151489 8284 97869 61469 3209 51080 3244 1150 22 186 16 44289 21210 1017 4497 99 50 305 157 1306 45 39 212 14337 internal_value=0 -0.000630622 1.09242e-05 0.000320688 0.000139378 -0.00205874 -0.00752163 0.00218887 0.0091115 -0.00269494 -0.00081326 0.000610977 -0.00201876 0.00549507 0.0232151 0.0774904 0.04268 -0.00219323 -0.00581167 -0.000959558 0.00670914 0.0039939 -0.0154299 0.00173108 4.51134e-05 -0.00215366 -0.00122754 0.0107111 0.000250004 0.000829645 internal_weight=0 14552.7 13313.3 11580.1 10555.7 1733.18 1239.46 1024.45 1004.85 1437.26 3495.23 7060.43 1017.55 23.0906 7.50467 1.14188 0.947927 994.456 590.113 3332.2 237.519 96.5707 10.1046 161.536 2640.62 225.089 201.674 9.07625 2415.53 1501.38 internal_count=911180 792270 277415 124757 101647 152658 514855 23110 118910 129598 27222 74425 110376 4618 1374 224 202 105758 172699 24013 21041 4646 149 1322 23345 1547 1390 84 21798 14549 is_linear=0 shrinkage=0.01 Tree=669 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 9 10 9 10 9 10 9 9 3 10 9 9 4 4 9 9 1 3 3 9 9 0 1 9 1 split_gain=881.792 635.7 83.8114 38.6087 36.0165 35.1211 33.0156 31.0025 18.0313 15.5493 14.4702 13.785 38.6222 24.2538 23.0497 20.9024 13.0167 12.9104 14.2954 12.8487 12.6908 12.6118 12.3195 12.3083 11.9744 11.6963 10.7232 13.8259 19.1005 16.588 threshold=0.99997490644454967 9.6955882327165472e-06 0.0011766494717448501 4.8650000000000011 0.99473056197166454 3.9350000000000005 6.6807518805944721e-07 3.9050000000000007 0.99999946355819713 5.5250000000000012 0.00032736793218645006 2.5450000000000004 2.5750000000000006 29.500000000000004 0.94052824378013633 2.4350000000000005 4.8950000000000005 11.500000000000002 7.5000000000000009 3.0850000000000004 6.1150000000000011 0.51630627437079057 28.500000000000004 23.500000000000004 3.8750000000000004 1.3750000000000002 1.0000000180025095e-35 0.72245564892623726 5.7950000000000008 0.83424908424908439 decision_type=2 2 2 10 2 10 2 8 2 10 2 10 10 8 2 10 10 8 10 10 10 2 8 10 10 10 2 2 10 2 left_child=1 6 7 4 11 25 -1 -3 24 10 -9 14 -13 21 15 22 23 18 26 -15 -8 -14 -4 -5 -2 -6 27 -18 29 -29 right_child=8 2 3 16 5 -7 20 9 -10 -11 -12 12 13 19 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0090666861706447596 0.0085552978877595359 -0.0038734744347880654 0.00069658636632796505 -0.004412336978697284 0.006630828332424169 -0.0027190145136466171 -0.006358524918200853 -0.0027174835349073269 0.0098512465169045393 0.00085270820510909104 -0.00016232483210466486 0.0063134845458035936 -0.00075613116328349431 -0.00088695592799741278 0.0028922100462115095 -0.0059332459532426239 0.0012893414586299223 0.0098486552056229436 -0.010184156191951049 0.0007299206228253925 -0.0020034972996232927 -0.0029433090326919293 -0.0016393951727867338 0.0040142407296359537 0.0039707530891890013 0.0027359944877286047 -9.5893272126243372e-05 -0.0014569110286953718 -0.0028257854042412741 0.0035079349116581629 leaf_weight=643.51063952868572 139.77601920883171 585.68521924107336 277.44822741672397 18.920665026642382 113.07710174936801 100.54740069620311 509.71474920911714 572.62719591683708 759.99179912754335 311.09334559482522 361.58863456686959 91.723111722618341 1000.2135069239885 659.71690268069506 129.13085157703608 99.724724035710096 3570.3310589799657 15.901655666530131 11.769442752003668 1927.2540915114805 77.023918653430883 358.00149062089622 1211.9510617014021 206.68376181833446 96.17117824126035 242.35650819726288 967.73049760702997 124.86491215601563 205.2431433564052 145.95707981195301 leaf_count=342156 16395 32015 1831 202 8938 824 151489 82425 97869 23486 18071 633 9505 4704 3308 664 37938 148 150 18730 21210 3859 7935 1952 4646 6016 8500 1440 2795 1346 internal_value=0 -0.000624907 1.08072e-05 0.000327742 -0.000206344 0.00249899 -0.00750243 -0.00197607 0.00910153 -0.00108369 -0.00172851 -0.000420687 -0.000101391 -0.000250533 -0.00117085 -0.00150101 0.000957519 0.000852363 0.000823899 0.000317593 -0.00578682 -0.00133263 -0.00120424 0.00330753 0.00668665 0.00397509 0.000849738 0.00107589 -0.000524891 0.00121885 internal_weight=0 14539.8 13309.5 11478.5 6211.14 455.981 1230.25 1830.99 995.939 1245.31 934.216 5755.16 4036.91 3945.19 1718.25 1589.12 5267.4 5041.8 5025.9 2586.97 586.739 1358.21 1489.4 225.604 235.947 355.434 5014.13 4046.4 476.065 270.822 internal_count=911180 792270 277415 121418 66947 15778 514855 155997 118910 123982 100496 51169 37431 36798 13738 10430 54471 52317 52169 23434 172699 13364 9766 2154 21041 14954 52019 43519 5581 2786 is_linear=0 shrinkage=0.01 Tree=670 num_leaves=31 num_cat=0 split_feature=8 4 1 5 0 2 4 5 5 2 2 1 2 2 4 4 4 1 7 5 5 5 2 1 2 1 2 2 1 4 split_gain=13.0544 12.2536 9.10581 10.498 10.046 11.9303 9.12213 7.08097 11.8156 11.3626 37.4055 18.2452 13.6078 10.5863 9.61753 9.00975 8.31797 13.9275 7.29987 6.76032 6.65145 33.68 12.5391 21.7331 24.8096 12.2737 12.0151 6.38135 6.02863 6.63825 threshold=inf 2.5000000000000004 0.63673020527859248 10.500000000000002 1.0000000180025095e-35 0.20112359550561798 3.5000000000000004 488.50000000000006 188.50000000000003 0.79225774225774237 0.75103305785123975 0.52960654460459688 0.41202270381836947 0.76103179753406891 6.5000000000000009 3.5000000000000004 4.5000000000000009 0.62532051282051293 1.0000000180025095e-35 200.50000000000003 53.500000000000007 59.500000000000007 0.16749174917491746 0.85307609282245023 0.15074051531750862 0.66522988505747138 0.28015151515151521 0.51234756097560985 0.25092592592592594 6.5000000000000009 decision_type=8 8 2 2 2 2 10 2 2 2 2 2 2 2 10 10 10 2 2 2 2 2 2 2 2 2 2 2 2 10 left_child=-1 -2 7 6 20 -6 -4 8 16 10 11 -10 -13 -12 -9 19 18 27 -3 -14 -5 25 23 24 -23 -22 -27 -18 -29 -30 right_child=1 2 3 4 5 -7 -8 14 9 -11 13 12 15 -15 -16 -17 17 -19 -20 -21 21 22 -24 -25 -26 26 -28 28 29 -31 leaf_value=0.015410059068790406 8.5603541374664174e-05 -0.0011160554523135086 -0.00082834749857370825 -0.0024769534581173614 0.013344775725026471 -0.017686529816713276 -0.006121313140468914 -0.0087670027211005537 -0.0022545691508535463 -0.0041675885624854712 0.037159427728738516 -0.011366055388743782 0.090366382709456392 0.015209099787952216 0.042552651184330909 0.0059846312426657571 0.0021219059389082284 0.013387623154033081 0.045022915633579984 0.030178496380194434 -0.01004373569501899 0.11857124478220717 -0.0053418082821624514 -0.0013579864330588401 0.010773820877019469 -0.0093691568108839537 0.041969874596254439 0.00062681454363350839 -0.0014951974526891702 -0.0099302112800121883 leaf_weight=5.4943550850730389 13995.113018546021 908.4536848141579 49.019663308165036 93.019826487579849 8.9044925528578442 1.4391886449884612 96.978190741385333 14.136248994036574 34.200211115879938 15.006789912760722 2.6716599948704234 1.4057223396375764 0.19898446288425509 12.371057061012833 0.37485424953047264 1.8058436167193574 121.15944332693471 8.7204581070691329 0.34303860319778223 3.0022789088543504 0.72005960583919915 0.38772123074159326 17.393037071335129 1.8899019792443139 0.47514881566166878 0.52825915312860194 3.3261937397182919 71.489092748379335 30.42522138467757 13.456503693363628 leaf_count=255 751398 100802 3346 6875 129 133 5494 3104 9970 3123 140 397 61 672 36 379 4611 112 8 381 624 20 4833 395 112 116 209 8589 1568 3288 internal_value=0 -6.82874e-06 -0.000861648 -0.00251107 -0.000421584 0.00902717 -0.00434417 -0.000496842 -0.00041456 0.00355488 0.00563713 0.000647792 0.0161264 0.0191076 -0.0074413 0.0238447 -0.000657609 0.000976665 -0.00109864 0.0339197 -0.00125167 0.00335892 -0.00220319 0.0176278 0.0592114 0.027854 0.0349338 0.000519095 -0.00116414 -0.00408183 internal_weight=0 15508.4 1513.3 274.082 128.084 10.3437 145.998 1239.22 1224.71 70.6625 55.6558 40.613 6.41283 15.0427 14.5111 5.00711 1154.05 245.251 908.797 3.20126 117.74 24.7203 20.1458 2.75277 0.86287 4.57451 3.85445 236.53 115.371 43.8817 internal_count=911180 910925 159527 22286 13446 262 8840 137241 134101 15123 12000 11188 1218 812 3140 821 118978 18168 100810 442 13184 6309 5360 527 132 949 325 18056 13445 4856 is_linear=0 shrinkage=0.01 Tree=671 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 1 10 3 3 1 3 5 3 5 3 1 5 10 3 10 1 1 5 5 1 3 1 split_gain=871.538 627.976 82.2555 38.1684 33.0932 18.1261 14.9993 14.1268 12.2953 11.3304 10.6141 10.1491 11.7193 9.56249 9.54151 9.49465 7.75011 10.8269 13.7136 9.8655 6.85369 14.5162 34.1184 6.72322 25.5949 13.6057 12.6544 9.27034 8.7268 8.53265 threshold=0.99997490644454967 9.6955882327165472e-06 0.00099748477805400022 0.99473056197166454 6.6807518805944721e-07 0.99999946355819713 0.3781151175498963 13.500000000000002 0.18142633228840127 0.00014260681928130004 18.500000000000004 1.5000000000000002 0.35737937559129612 42.000000000000007 50.500000000000007 18.500000000000004 6.5000000000000009 25.500000000000004 0.87585616438356173 455.50000000000006 1.2869933016190773e-05 23.500000000000004 1.1116698715341046e-05 0.20091743119266059 0.22756041426927498 1.5000000000000002 3.5000000000000004 0.26692111959287529 29.500000000000004 0.36319073083778969 decision_type=2 2 2 2 2 2 2 2 2 2 8 10 2 8 2 10 2 10 2 2 2 10 2 2 2 2 2 2 10 2 left_child=1 4 7 6 -1 14 13 9 15 -3 -5 12 -10 -4 -2 -9 23 18 -18 -19 21 22 -17 25 -25 28 29 -28 -8 -26 right_child=5 2 3 10 -6 -7 16 8 11 -11 -12 -13 -14 -15 -16 20 17 19 -20 -21 -22 -23 -24 24 26 -27 27 -29 -30 -31 leaf_value=-0.0090575312667259961 0.0074722443264093157 -0.0037993156682118541 -0.00018046448801474293 0.0048466511960932653 -0.005761630158109367 0.0098473340091455829 0.0017045892515214981 -0.0029697472813249863 0.078165960655134092 -0.0017966504235312315 0.0017733349917588761 -0.0015780557237632567 0.0053650729779589181 0.019585319849132785 0.0016335654510898363 -0.01007367779017981 0.0036405808725960454 0.00095294395575226665 -0.0071284188091740534 -0.0047771833282169076 0.0029721538985715105 0.0090429323497789645 0.14949947917411632 -0.011157668138128206 0.0019026119585867419 0.0030519966558306133 -0.00729041289769123 -0.0013903734260020421 -0.00040682046349277455 -5.3523981693665419e-06 leaf_weight=637.62857129186159 201.9618876199238 499.23661904782057 6320.412756647449 128.5574291027151 583.35472594900057 752.67899158666842 301.30931177455932 28.792622098815627 0.33942566940095176 650.75746630271897 892.74857302941382 452.46949175244663 0.634413221036084 2.4485626742243758 32.491957954131067 0.28786338679492374 236.15272072143853 1099.3002098537982 12.448285358026622 30.890578676015139 89.49979551427532 4.1845420351019129 0.25066272355616093 20.625800184905529 288.03704739548266 234.10408626869321 31.851164113730192 162.48711133003235 558.78002910222858 1258.5336668407544 leaf_count=342156 19575 55247 75397 2456 172699 97869 1981 2047 28 27779 20654 58157 59 16 1466 53 1276 5879 78 184 8381 865 42 101 1623 1356 208 887 3807 8854 internal_value=0 -0.000619241 1.06155e-05 0.000314229 -0.00748283 0.00909104 0.000135653 -0.00202561 -0.000747966 -0.00266605 0.00216019 -0.00150865 0.0307394 -0.00017281 0.00666309 0.00205596 0.000596241 0.00121193 0.00310134 0.000796327 0.00359172 0.0153321 0.0642014 0.000298976 -8.34359e-05 0.000914619 4.77685e-05 -0.00235736 0.000332855 0.000349991 internal_weight=0 14526.1 13305.1 11578.7 1220.98 987.133 10557.4 1726.45 576.459 1149.99 1021.31 453.443 0.973839 6322.86 234.454 123.015 4234.52 1378.79 248.601 1130.19 94.2229 4.72307 0.538526 2855.73 1761.53 1094.19 1740.91 194.338 860.089 1546.57 internal_count=911180 792270 277415 124757 514855 118910 101647 152658 69632 83026 23110 58244 87 75413 21041 11388 26234 7417 1354 6063 9341 960 95 18817 11673 7144 11572 1095 5788 10477 is_linear=0 shrinkage=0.01 Tree=672 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 9 10 9 10 9 10 9 9 10 9 9 9 4 4 2 2 9 9 4 9 0 9 4 9 9 split_gain=861.432 620.46 80.7691 37.7101 34.9734 34.6018 33.1701 30.6208 18.2253 15.2474 14.1698 13.4984 37.906 22.57 20.5327 12.7627 12.6914 12.6729 13.983 12.2967 17.4572 12.0496 11.6531 11.0105 14.2794 10.4997 12.3407 10.751 18.7196 15.4847 threshold=0.99997490644454967 9.6955882327165472e-06 0.0011766494717448501 4.8650000000000011 0.99473056197166454 3.9350000000000005 6.6807518805944721e-07 3.9050000000000007 0.99999946355819713 5.5250000000000012 0.00032736793218645006 2.5450000000000004 2.5750000000000006 0.94052824378013633 2.4350000000000005 4.8950000000000005 6.1150000000000011 11.500000000000002 7.5000000000000009 0.22271825396825398 0.49341991341991348 3.8750000000000004 3.9050000000000007 3.5000000000000004 4.8850000000000007 1.0000000180025095e-35 6.2350000000000012 2.5000000000000004 6.3650000000000011 9.7700000000000014 decision_type=2 2 2 10 2 10 2 8 2 10 2 10 10 2 10 10 10 8 10 2 2 10 8 10 10 2 10 10 10 10 left_child=1 6 7 4 11 22 -1 -3 21 10 -9 13 19 14 -4 23 -8 18 25 -13 -21 -2 -6 -5 -25 27 -27 -17 -29 -30 right_child=8 2 3 15 5 -7 16 9 -10 -11 -12 12 -14 -15 -16 17 -18 -19 -20 20 -22 -23 -24 24 -26 26 -28 28 29 -31 leaf_value=-0.0090484690461530796 0.0085301686840712782 -0.0038358347560613825 -0.0011924558602994316 0.0038075362113462884 0.0028525390578328209 -0.0027097682424071668 -0.0063129166990629247 -0.0026792348243689403 0.0098434232016095715 0.00086078486086864196 -0.00014728262991686199 0.0096722834083306768 -0.00024936504863167864 0.0028667789011250821 -0.0058822227568050703 0.0012733936701106205 -0.0019394122082676696 0.0097680020930281559 -0.010103378656843957 -0.0090112520561598398 0.0059430433067122713 0.0039039485707820757 0.0069758731200599737 -0.011661746039281813 0.013515128486461987 -0.00051098240038906792 0.0029987930277512414 0.0011251023093872322 -0.0033817853609380746 0.0070240617016491648 leaf_weight=631.91314556973521 137.72792740864679 582.42792258830741 1489.3383129127324 213.08663623500615 260.5017626429908 100.59469885751605 503.62616461986909 569.81191348750144 745.48429498332553 310.86753665446304 361.10435123601928 49.024647243320942 3944.476611232385 128.75143971387297 99.599699731916189 3456.858488265425 76.419463465630542 15.847018679603933 11.710240406915544 10.296798322349785 32.274194542318583 95.230892649851739 93.012845154851675 9.6848068907856923 2.9355211937800041 853.82296745106578 113.4963261121884 382.1328989523463 191.94055108260363 15.45161006785929 leaf_count=342156 16395 32015 9766 1984 7177 824 151489 82425 97869 23486 18071 351 36798 3308 664 35432 21210 148 150 69 213 4646 7777 125 45 7399 1101 5792 2147 148 internal_value=0 -0.000613716 1.05098e-05 0.000321235 -0.000206802 0.00246493 -0.00746346 -0.00194405 0.00908048 -0.00105675 -0.00169709 -0.000417666 -0.000101687 -0.00116013 -0.00148643 0.000943602 -0.00573672 0.000839444 0.000811289 0.00625794 0.00232599 0.00663902 0.00393743 0.00327002 -0.00580554 0.000836782 -9.91777e-05 0.00106053 -0.00018766 -0.0026065 internal_weight=0 14511 13299 11474.8 6207.87 454.109 1211.96 1824.21 978.443 1241.78 930.916 5753.76 4036.07 1717.69 1588.94 5266.97 580.046 5041.26 5025.41 91.5956 42.571 232.959 353.515 225.707 12.6203 5013.7 967.319 4046.38 589.525 207.392 internal_count=911180 792270 277415 121418 66947 15778 514855 155997 118910 123982 100496 51169 37431 13738 10430 54471 172699 52317 52169 633 282 21041 14954 2154 170 52019 8500 43519 8087 2295 is_linear=0 shrinkage=0.01 Tree=673 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 4 10 3 3 2 3 2 10 10 1 0 2 3 1 1 1 4 3 2 10 10 3 3 split_gain=851.436 613.026 79.2979 37.0225 33.2454 18.323 14.579 11.8753 11.0716 9.59279 9.24252 7.72113 7.64776 6.74874 11.8775 7.00868 6.67429 10.5681 8.2801 8.23306 11.4826 7.78431 18.232 7.20069 6.30073 6.22218 6.2002 9.28908 6.13231 7.59089 threshold=0.99997490644454967 9.6955882327165472e-06 0.00099748477805400022 0.99473056197166454 6.6807518805944721e-07 0.99999946355819713 0.18897357583045957 3.5000000000000004 0.00014260681928130004 18.500000000000004 42.000000000000007 0.8185736677115989 15.500000000000002 0.82274865591397861 7.8110180766088902e-05 1.190368402603781e-05 0.41202270381836947 1.0000000180025095e-35 0.61374887488748886 29.500000000000004 0.42362911266201403 0.68772163120567387 0.68438714235252573 8.5000000000000018 29.500000000000004 0.16749174917491746 0.8784809708595277 0.2688089013099671 7.5000000000000009 9.5000000000000018 decision_type=2 2 2 2 2 2 2 8 2 10 8 2 10 2 2 2 2 2 2 8 2 2 2 8 8 2 2 2 10 10 left_child=1 4 8 6 -1 -2 10 9 11 12 -4 -3 -5 14 15 -13 17 18 28 20 -18 22 -22 -19 -20 26 27 -21 -8 -30 right_child=5 2 3 7 -6 -7 16 -9 -10 -11 -12 13 -14 -15 -16 -17 19 23 24 25 21 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0090393383895470171 0.0066150100028196102 -0.0033195944879256009 -0.00025536767330635793 0.0037978517859591056 -0.0057117744937317805 0.0098394989480689327 0.010872855196840487 -0.0014092538921916492 -0.001264692915114229 0.0020841267718850697 0.02092017888316338 0.077058439023682868 0.010062525452114907 -0.00081126687944497273 0.09926978082035659 -0.010084148165856821 -0.0076276021363992311 -0.00025113659971519228 0.0015903742247541065 0.006034931422625337 -0.00010664652816400339 -0.0019358168352042293 0.012207624347398867 0.0060061802160484568 0.00033814376837678934 0.00024821160184960642 0.0040496065778415843 -3.6906934378596687e-05 -0.012229332040656222 0.0023537079470315691 leaf_weight=626.25429327145685 231.47481189016253 649.05563020682894 5166.9397234581411 86.618432782124728 576.77059139858466 738.35949348891154 8.3750109970569593 86.75978831294924 942.81568159302697 819.57066538697109 2.0620266720652571 0.11473483801819284 25.143138664308935 127.28926444938406 0.18283164966851473 0.47188774961978197 22.981261346489191 846.47052262816578 697.13596213050187 29.70137731730938 611.05890177097172 255.88439687527716 12.264398127794264 18.799117940478027 948.50731058418751 1235.3357190284878 90.463242524303496 166.10491938143969 3.5985360294580451 441.03722299169749 leaf_count=342156 21041 89436 68809 1644 172699 97869 45 1624 48202 19410 13 17 432 14900 21 82 131 5428 3859 143 3825 1557 53 164 5309 7967 866 898 19 2561 internal_value=0 -0.00060816 1.04058e-05 0.000308113 -0.00744399 0.0090699 0.00013248 0.00212927 -0.00199311 0.0024589 -0.00024692 -0.00287684 0.00520722 -0.000632782 0.0288937 0.00695967 0.000496479 0.000814763 0.00119818 0.000107268 -0.000649626 -0.000467231 0.000135647 -0.000115188 0.00086862 0.000556045 0.00188443 0.000884115 0.00239536 0.00223568 internal_weight=0 14497.8 13294.7 11574.8 1203.02 969.834 10556.7 1018.09 1719.93 931.332 5169 777.114 111.762 128.059 0.769454 0.586623 5387.72 2963.92 2098.65 2423.79 902.189 879.208 623.323 865.27 1645.64 1521.61 286.27 195.806 453.011 444.636 internal_count=911180 792270 277415 124757 514855 118910 101647 23110 152658 21486 68822 104456 2076 15020 120 99 32825 17385 11793 15440 5566 5435 3878 5592 9168 9874 1907 1041 2625 2580 is_linear=0 shrinkage=0.01 Tree=674 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 9 10 9 10 5 9 5 9 9 10 9 5 2 5 2 5 0 2 9 9 2 2 9 5 9 split_gain=841.547 605.659 77.8619 36.823 33.9066 34.0922 33.319 30.2469 18.4255 17.8662 18.6712 14.9701 13.2054 37.2196 22.0987 20.1648 16.3865 42.829 19.2279 18.8547 18.7683 13.9985 13.4476 12.6835 12.437 12.1303 17.117 12.1249 42.0938 30.366 threshold=0.99997490644454967 9.6955882327165472e-06 0.0011766494717448501 4.8650000000000011 0.99473056197166454 3.9350000000000005 6.6807518805944721e-07 3.9050000000000007 0.99999946355819713 13.500000000000002 5.995000000000001 497.50000000000006 2.5450000000000004 2.5750000000000006 0.94052824378013633 2.4350000000000005 2.5000000000000004 0.42807881773399015 1.0000000180025095e-35 0.99938118811881205 48.500000000000007 1.0000000180025095e-35 0.48492424242424242 6.1150000000000011 2.2250000000000005 0.22271825396825398 0.49341991341991348 3.8750000000000004 38.500000000000007 4.9850000000000012 decision_type=2 2 2 10 2 10 2 8 2 2 10 2 10 10 2 10 2 2 2 2 2 2 2 10 10 2 2 10 2 10 left_child=1 6 7 4 12 -6 -1 -3 27 -9 -11 -5 14 25 15 16 18 -18 22 21 -19 -20 -4 -8 -23 -14 -27 -2 -29 -30 right_child=8 2 3 11 5 -7 23 9 -10 10 -12 -13 13 -15 -16 -17 17 20 19 -21 -22 24 -24 -25 -26 26 -28 28 29 -31 leaf_value=-0.0090301388408150583 0.0085045122949479728 -0.003798832495006902 -3.7302532152437807e-05 0.00098313692463682556 0.0038986174096608669 -0.0027025605308236434 -0.0062673324744668734 -0.0019126644171956542 0.0098355607911661223 -0.00066935247432294855 0.0039813233376277584 -0.0044173430266943835 0.0096081106350056015 -0.00024790161545899732 0.0028420326083657094 -0.0058303301860610449 -0.0047538238370358598 0.0041580505139071581 -0.0084853615474455232 0.0056769882478002968 -0.00067969405332043281 -0.0041341640817944506 -0.0027333606058986067 -0.0018773505508361376 0.0060019313797544521 -0.0089272035107264818 0.0058861150822255154 0.006147767178452921 0.0011697960517160376 -0.033571274165127528 leaf_weight=620.65145808859961 135.70873229624704 579.25224500102922 474.1424436122179 5214.5886008888483 351.56883845292032 100.63124073296785 497.68358879705193 804.36810760293156 731.30392734380439 315.0696531488793 118.90403244271874 51.838919212110341 48.837493281811476 3943.7606859290972 128.38128344994038 99.476366952061653 118.79435156472027 201.74037215486169 77.161908492445946 17.848000608384609 133.10269582271576 149.90451895259321 303.38578204996884 75.843015138700139 13.168624550104139 10.288305986672638 32.259262181818485 84.227464460302144 5.2514842711389047 4.8299099244177341 leaf_count=342156 16395 32015 3095 53661 14954 824 151489 65929 97869 50373 7680 810 351 36798 3308 664 770 1335 470 125 903 1062 1928 21210 78 69 213 4497 99 50 internal_value=0 -0.000602732 1.03055e-05 0.000315007 -0.000206989 0.00242961 -0.00742444 -0.00191267 0.00905912 -0.0010304 0.000604882 0.000929978 -0.000414259 -0.000101705 -0.00114875 -0.00147124 -0.00118007 0.000404839 -0.00187432 -0.0042394 0.00223501 -0.00497612 -0.00108928 -0.0056868 -0.00331565 0.00620749 0.00230415 0.00659056 0.00383641 -0.0154744 internal_weight=0 14482.7 13288.5 11470.9 6204.45 452.2 1194.18 1817.59 961.322 1238.34 433.974 5266.43 5752.25 4035.15 1717.11 1588.73 1489.25 453.637 1035.61 258.083 334.843 240.235 777.528 573.527 163.073 91.3851 42.5476 230.018 94.3089 10.0814 internal_count=911180 792270 277415 121418 66947 15778 514855 155997 118910 123982 58053 54471 51169 37431 13738 10430 9766 3008 6758 1735 2238 1610 5023 172699 1140 633 282 21041 4646 149 is_linear=0 shrinkage=0.01 Tree=675 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 4 5 10 5 3 3 5 4 3 5 4 5 10 5 4 5 4 5 10 5 4 4 split_gain=831.816 598.373 76.476 35.9066 33.3911 18.5043 14.2028 13.7005 11.6901 23.6829 11.0656 9.56988 9.31546 9.18845 7.54793 14.682 13.5883 9.79492 7.28243 6.73337 6.9735 6.71395 6.28393 6.25876 6.1939 13.8502 8.73482 83.629 6.11797 8.68085 threshold=0.99997490644454967 9.6955882327165472e-06 0.00099748477805400022 0.99473056197166454 6.6807518805944721e-07 0.99999946355819713 0.3781151175498963 13.500000000000002 2.5000000000000004 50.500000000000007 0.00014260681928130004 50.500000000000007 42.000000000000007 27.500000000000004 6.5000000000000009 4.5000000000000009 25.500000000000004 455.50000000000006 1.5000000000000002 1.0000000180025095e-35 0.99977076053619396 14.500000000000002 1.5000000000000002 57.500000000000007 6.5000000000000009 390.50000000000006 5.5826109246481803e-07 1.0000000180025095e-35 8.5000000000000018 7.5000000000000009 decision_type=2 2 2 2 2 2 2 2 8 2 2 2 8 10 2 10 10 2 10 2 2 2 10 2 10 2 2 2 10 8 left_child=1 4 7 6 24 11 12 10 13 -10 -3 -2 -4 19 28 16 -16 -18 23 -5 22 -17 -21 -13 -1 26 -26 -28 29 -8 right_child=5 2 3 8 -6 -7 14 -9 9 -11 -12 18 -14 -15 15 21 17 -19 -20 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-0.0091524498611493324 0.0073929182033890192 -0.0037232319641030652 -0.00017816591000731536 0.0062148172673814851 -0.005661799153559628 0.0098316084247788271 0.00027165566601778697 -0.00070087128298161334 0.0010195293130940619 -0.011172159756895257 -0.0017348073958551766 -0.020755096907250286 0.019445883283974511 0.0019271360253501452 0.0035354980904938717 0.0031515661937815825 0.0010520131251411991 -0.0046841043302114837 -0.006919289639651203 -2.6413529728464858e-05 0.0068291870337971947 -0.0071596954820710313 0.0063497265766837068 0.0052393315126072664 -0.0040113507794823739 0.14444835633334788 0.46475476685252337 -0.010030970214778919 0.0058756864756461837 -0.011693046262742424 leaf_weight=604.70708184695104 196.56423498410732 493.53429664403666 6320.5596457961947 99.412772436160594 570.31601589708589 724.31693976861425 2828.8305197516456 573.63117084442638 118.73663215432316 18.402828801423311 646.45693284505978 0.96476007532328978 2.4198762476444236 655.48414375446737 236.21708547696471 8.0198290422558767 1073.7976812124252 30.617860306054354 7.7849712152965358 72.378685434348881 30.847533462103456 29.700779378414154 19.653787000104785 23.204004944302142 9.9790652219671703 0.06473405426368195 0.042122311540880086 0.3110852938843891 19.43601499684155 6.0770189799368373 leaf_count=332491 19575 55247 75397 2146 172699 97869 18598 69632 2116 94 27779 48 16 16635 1279 47 5728 182 226 966 855 181 298 1192 9405 25 10 225 181 38 internal_value=0 -0.000597268 1.02032e-05 0.000302198 -0.00740479 0.00904886 0.000129462 -0.00196138 0.00209874 -0.000616481 -0.00259565 0.00656783 -0.000170656 0.00252295 0.000577791 0.00118548 0.0013586 0.00089299 0.00149226 0.00427985 0.00271442 -0.0049674 0.00133523 0.0042017 -0.00902087 -0.00136797 -0.00228154 0.0465903 0.000284342 0.000246008 internal_weight=0 14469.6 13284.2 11570.6 1185.42 952.835 10555.7 1713.62 1014.92 137.139 1139.99 228.518 6322.98 877.777 4232.7 1378.35 1340.63 1104.42 31.9537 222.293 122.88 37.7206 92.0325 24.1688 615.104 10.397 10.3323 0.353208 2854.34 2834.91 internal_count=911180 792270 277415 124757 514855 118910 101647 152658 23110 2210 83026 21041 75413 20900 26234 7417 7189 5910 1466 4265 2119 228 1264 1240 342156 9665 9640 235 18817 18636 is_linear=0 shrinkage=0.01 Tree=676 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 10 9 9 10 9 9 9 3 10 9 9 9 10 9 9 3 1 9 1 3 1 3 1 1 0 split_gain=822.162 591.16 75.078 35.9573 33.4617 33.0122 33.5561 32.0825 18.6003 15.4086 13.6543 35.8057 24.3593 21.8144 20.3448 13.1695 12.6732 12.513 12.1799 12.1534 12.1803 12.0055 11.69 11.2274 10.6961 10.5257 10.4619 9.78817 19.6393 14.8135 threshold=0.99997490644454967 9.6955882327165472e-06 0.00099748477805400022 4.8650000000000011 6.6807518805944721e-07 0.99473056197166454 3.9350000000000005 5.5250000000000012 0.99999946355819713 3.3250000000000006 2.5450000000000004 2.5750000000000006 29.500000000000004 0.94052824378013633 2.4350000000000005 3.1750000000000003 6.1150000000000011 8.5830975876888274e-05 3.8750000000000004 4.8950000000000005 23.500000000000004 0.51630627437079057 1.3750000000000002 0.98936170212765973 18.500000000000004 0.040202020202020204 28.500000000000004 0.74095860566448812 0.66751700680272119 1.0000000180025095e-35 decision_type=2 2 2 10 2 2 10 10 2 8 10 10 8 2 10 10 10 2 10 10 10 2 10 2 10 2 8 2 2 2 left_child=1 4 7 5 -1 10 22 9 18 23 13 -12 21 14 26 -14 -6 -11 -2 20 -5 -13 -7 -3 -9 -16 -4 28 -17 -29 right_child=8 2 3 19 16 6 -8 24 -10 17 11 12 15 -15 25 27 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.0090115444555515564 0.0084787709150712012 -0.0045947635439337062 0.00055245683567241798 -0.0044776615216471621 -0.0062215838703922879 0.0065476893983466991 -0.0026926975269556371 -0.0022772051811152097 0.0098276415112257438 -0.0034395898076758388 0.0060825650840596332 -0.00076176414429433706 -0.00074049352105732993 0.0028167860407419297 -0.011951509373828311 0.00072735019161728864 -0.0018157373462330943 -0.0010920517830008887 0.0037717763851382318 0.00080372617495083469 0.0038672137332721739 -0.0028882948271812575 0.0026156479142543571 0.0027469376535655403 0.002140026150970449 -0.0041182481922933554 -0.0015810365882333256 0.0044526830920813033 -0.0061120429197158641 -0.0021265468878302212 leaf_weight=609.61780721601099 133.72482812148519 389.10816155257635 282.59719053469598 19.094242804683745 491.85665130591951 110.58817404648289 100.67331285215914 72.725277405930683 717.39787880936638 346.96459002059419 91.598581146448851 1007.7895658817142 802.77517053764313 128.00860040914267 21.953991863876581 1571.9345075096935 75.279217297560535 657.02405698364601 93.349605045747012 5077.5853157895617 208.33392492681742 360.43385771103203 239.05079431924969 22.007957674562931 222.63330514170229 78.457101691514254 1231.2141766715795 147.91968158911914 43.136762068606913 44.522643550299108 leaf_count=342156 16395 18497 1880 212 151489 8938 824 5530 97869 64351 640 9826 5893 3308 130 16063 21210 46025 4646 54000 2019 4004 6016 725 17530 553 8130 1306 676 339 internal_value=0 -0.000591926 1.01058e-05 0.000299255 -0.00738507 -0.000213884 0.00239453 -0.00194538 0.00903811 -0.00257106 -0.000415971 -9.88621e-05 -0.000241179 -0.00115679 -0.00147189 0.000325329 -0.00563677 -0.00190333 0.00654374 0.000905024 0.0031666 -0.00132196 0.00385932 -0.00420175 0.00105238 -0.00583092 -0.00118276 0.000798696 0.000544678 0.00293054 internal_weight=0 14454.9 13278.1 11567.7 1176.75 6262.65 450.312 1710.46 944.472 1415.1 5812.34 4070.11 3978.51 1742.23 1614.22 2610.29 567.136 1003.99 227.074 5305.01 227.428 1368.22 349.639 411.116 295.359 100.411 1513.81 1807.51 1615.07 192.442 internal_count=911180 792270 277415 124757 514855 68526 15778 152658 118910 129598 52748 38747 38107 14001 10693 24277 172699 110376 21041 56231 2231 13830 14954 19222 23060 683 10010 18384 16739 1645 is_linear=0 shrinkage=0.01 Tree=677 num_leaves=31 num_cat=0 split_feature=9 1 1 4 1 1 9 9 2 2 9 9 4 1 1 1 2 2 2 2 4 9 1 9 9 1 1 9 4 9 split_gain=20.239 15.3022 13.8148 27.0789 16.4139 27.4721 19.0686 14.7246 22.3343 20.9912 17.5807 22.8351 16.6213 14.137 12.775 12.6942 12.033 19.3798 15.322 15.624 15.2389 17.7424 19.5051 15.6055 14.8445 17.7062 13.583 18.4875 11.7064 11.5397 threshold=5.4850000000000012 0.98936170212765973 0.51869322152341024 3.5000000000000004 0.48581488933601619 0.41476388168137007 3.7050000000000005 5.1450000000000005 0.33477011494252878 0.31281565656565663 5.3550000000000013 5.4750000000000005 1.5000000000000002 0.84248120300751894 0.80070921985815613 0.85791925465838526 0.68783602150537648 0.75103305785123975 0.66349106014087067 0.6453654552878727 5.5000000000000009 8.2700000000000014 0.66751700680272119 9.7700000000000014 8.8300000000000018 0.78596059113300509 0.31158186076218869 6.3250000000000011 1.5000000000000002 5.285000000000001 decision_type=8 2 2 8 2 2 10 10 2 2 10 10 10 2 2 2 2 2 2 2 10 10 2 10 10 2 2 8 10 10 left_child=1 2 4 7 5 -1 -7 -4 9 12 28 -12 -9 29 16 -15 18 -18 19 20 24 -22 23 -23 -2 -26 27 -20 -11 -14 right_child=14 -3 3 -5 -6 6 -8 8 -10 10 11 -13 13 15 -16 -17 17 -19 26 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0001099419769081266 0.0009969036788181028 0.0013480408132282024 -0.0011430622383246151 -0.0059298327552997398 0.00083520740886540781 -0.0002393524512857732 -0.0034940518394402597 -0.0017139933006727502 -0.0016764711218835576 0.012747551142444455 -0.0074838647229971238 0.026509859678129945 -0.0048731204459731793 0.020598670143699586 -0.00082484413168206904 0.0023752402344949862 -0.002329722033087889 0.0006013040440155901 0.12097497695223088 -0.0052436967726801932 0.0027175148489174518 -0.0056371938079163922 0.042955498558362927 0.01693718907767602 -0.0072537777558738456 0.037304388218974908 0.0034561725244588036 -0.010062278547806319 -0.0011113399103111535 0.0062238385402462928 leaf_weight=5802.6333338329569 2080.9706549207331 577.68629191874061 1803.6531281875214 106.68233868543757 1446.8298621036811 306.26846369192936 436.65612240612973 84.458866370725445 166.58353650494246 42.917025107773952 11.857112186087759 2.3712742007337502 14.797553103591779 9.524594627786426 580.36907116492512 6.3849250750499769 277.70265488402219 1201.988303832477 0.22970612649805744 40.262787411455065 49.746771641774103 4.2801722227595755 2.1137144549284121 10.762316785228904 30.352126469486397 0.91880141571164031 246.59385978832142 0.20265922043472528 7.1037497363868161 25.553449948201887 leaf_count=309650 134830 17611 104182 13232 63551 10520 49058 7595 22704 1645 1323 78 2255 240 19302 624 23579 94791 14 2897 1743 97 26 152 12813 10 13531 56 787 2284 internal_value=0 -0.000235583 -0.000324624 -0.00101088 -0.000128692 -0.000341752 -0.00215231 -0.000769635 0.00104312 0.0032534 0.00798948 -0.00181854 0.00109102 0.00530194 0.000560422 0.0132851 0.000764157 5.12204e-05 0.00119187 0.000928918 0.00104297 0.00574172 0.0145108 0.0105139 0.000894138 -0.00594457 0.00355436 0.0595549 0.0107794 0.00215435 internal_weight=0 10852 10274.3 2281.89 7992.39 6545.56 742.925 2175.21 371.552 204.969 64.2492 14.2284 140.719 56.2605 4526.49 15.9095 3946.12 1479.69 2466.43 2219.41 2179.14 66.903 17.1562 15.0425 2112.24 31.2709 247.026 0.432365 50.0208 40.351 internal_count=911180 607339 589728 156949 432779 369228 59578 143717 39535 16831 3833 1401 12998 5403 303841 864 284539 118370 166169 152568 149671 2018 275 249 147653 12823 13601 70 2432 4539 is_linear=0 shrinkage=0.01 Tree=678 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 4 3 3 3 2 2 2 2 2 4 2 3 2 10 10 4 10 10 2 3 3 4 split_gain=812.485 583.722 73.6497 34.454 33.5397 18.6989 13.2987 11.8065 11.5135 9.46439 9.19249 7.648 7.54868 6.47911 7.60176 6.6324 11.0066 9.43709 7.71042 6.7002 6.47286 10.2221 6.43723 6.24376 7.5781 29.0864 61.0694 6.15705 13.2251 8.75747 threshold=0.99997490644454967 9.6955882327165472e-06 0.0011766494717448501 0.99473056197166454 6.6807518805944721e-07 0.99999946355819713 0.3781151175498963 0.00014260681928130004 3.5000000000000004 18.500000000000004 42.000000000000007 15.500000000000002 0.8185736677115989 0.84654631083202525 0.88251725271114034 0.73703419131771042 0.66349106014087067 4.5000000000000009 0.73935688405797106 26.500000000000004 0.82274865591397861 7.8110180766088902e-05 1.190368402603781e-05 6.5000000000000009 5.5826109246481803e-07 5.7829336697068367e-07 0.24165739710789766 9.5000000000000018 6.5000000000000009 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 8 10 8 10 2 2 2 2 2 10 2 10 2 2 2 10 2 2 2 10 10 10 left_child=1 4 7 6 23 -2 10 12 9 11 27 -5 -3 15 -15 16 -8 19 -17 -18 21 22 -14 -1 -25 26 -26 28 29 -4 right_child=5 2 3 8 -6 -7 13 -9 -10 -11 -12 -13 20 14 -16 18 17 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-0.0091357160987535491 0.006519193971084079 -0.003245652157456811 0.0011696267515851531 0.0037255198955252157 -0.0056104823767046509 0.0098236726259544344 0.00032764579072948276 -0.0011702376923929695 -0.0014184073453386507 0.0020215405061164973 0.019393280849935447 0.010029902377512426 0.071339720528109857 0.0043227657333727368 0.0010748700348088664 -0.012410350017680266 0.005185739052159518 -0.01313992099424017 -0.00071607033738841557 0.0016794008806820932 -0.0007585530060515085 0.089666982441367629 -0.010082658703759344 -0.0029611520936350085 0.49332958810614763 -0.010033458382895549 -0.010041098694439223 -0.0001033231130096276 -0.0044801482787216532 -0.0066206337217726251 leaf_weight=593.71592576417606 225.62589441402815 642.2694732825039 123.66800913587213 85.859395539388061 563.83029386395356 710.44827299355529 2853.7650916688144 1038.234794046497 86.612366028595716 814.21331466082484 2.4036437794566146 24.800841934978962 0.12278115609660645 82.84728589374572 553.58193318266422 5.7324572727084151 65.547986388206482 4.0148628875613204 342.45949655026197 323.27805539406836 126.58860509784427 0.20040326891466975 0.46419241861440241 9.9114227141835691 0.039729046286084535 0.27959548495709896 0.061273369647096843 5977.765111616347 101.50801327172667 16.336510023102164 leaf_count=332491 21041 89436 1296 1644 172699 97869 18436 51541 1624 19410 16 432 17 453 3272 29 378 23 1840 1803 14900 21 82 9426 7 187 45 69242 1239 281 internal_value=0 -0.000586545 9.85303e-06 0.000305669 -0.0073645 0.00902718 0.000135137 -0.00186602 0.00206798 0.00239447 -0.00015901 0.00513844 -0.00280461 0.000567658 0.00149767 0.000403007 0.000543675 0.002113 -0.000908599 0.0022705 -0.000580767 0.0280024 0.006949 -0.00900185 -0.00127966 0.0425093 0.187958 -0.000166567 -0.00173193 0.000260616 internal_weight=0 14440.1 13272.3 11464.4 1167.84 936.074 10452.9 1807.88 1011.49 924.874 6221.68 110.66 769.645 4231.23 636.429 3594.8 3246.61 392.841 348.192 388.826 127.376 0.787377 0.586974 604.008 10.292 0.380598 0.101002 6219.28 241.513 140.005 internal_count=911180 792270 277415 121418 514855 118910 98308 155997 23110 21486 72074 2076 104456 26234 3725 22509 20640 2204 1869 2181 15020 120 99 342156 9665 239 52 72058 2816 1577 is_linear=0 shrinkage=0.01 Tree=679 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 1 4 5 10 5 3 1 3 3 3 5 4 1 2 5 0 1 3 4 5 2 4 split_gain=803.034 576.657 72.3173 34.1761 33.6069 18.8009 13.5654 13.5152 11.6741 11.324 23.168 10.7392 9.6504 9.63388 10.3764 9.42172 9.03716 8.89324 8.52795 7.19766 8.17801 7.19012 7.0604 12.6459 9.7248 9.07069 7.9739 22.1024 20.7519 17.5068 threshold=0.99997490644454967 9.6955882327165472e-06 0.00099748477805400022 0.99473056197166454 6.6807518805944721e-07 0.99999946355819713 0.18897357583045957 13.500000000000002 0.18142633228840127 2.5000000000000004 50.500000000000007 0.00014260681928130004 50.500000000000007 1.5000000000000002 0.35737937559129612 18.500000000000004 27.500000000000004 42.000000000000007 212.50000000000003 1.5000000000000002 0.46697819314641748 0.16749174917491746 1.0000000180025095e-35 1.0000000180025095e-35 0.40553289138194804 8.5000000000000018 1.5000000000000002 10.500000000000002 0.20112359550561798 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 8 2 2 2 10 2 10 10 8 2 10 2 2 2 2 2 10 10 2 2 10 left_child=1 4 7 6 -1 12 17 11 15 16 -11 -3 -2 14 -10 -9 -5 18 -4 -14 -21 -20 23 24 25 -8 -24 28 -28 -29 right_child=5 2 3 9 -6 -7 22 8 13 10 -12 -13 19 -15 -16 -17 -18 -19 21 20 -22 -23 26 -25 -26 -27 27 29 -30 -31 leaf_value=-0.008992386194079445 0.0073335689196329526 -0.003662833169256724 -0.00032985173250734854 0.004219800376911699 -0.0055854002181882382 0.0098196747017260735 -0.0049907294440417072 -0.0029445382145877985 0.072159291638374826 0.00099885670743381358 -0.011054970845088165 -0.0016971954924214496 0.0040933232929451432 -0.0014769865652891079 0.0052554267828233883 0.0036005897983612638 0.0018784110011658606 0.020710630709040143 -0.0095848270078616217 -0.013020911355909262 0.010536145058770865 0.0021205151271713836 0.0010799452148016917 -0.00099066666229991073 -0.00024010522180362891 0.0016162305494037835 0.002984505242759321 0.0021245183826569779 -0.0027362446196888767 -0.0049293045603465962 leaf_weight=598.63096709741512 192.70390348578803 489.08188781363424 4969.691582120955 220.60043480060995 560.71430759102805 703.66413310472853 21.420000594109297 28.696138803497888 0.36410174728371092 118.53173597995192 18.424043972045183 643.85455223731697 23.77218663785607 447.28278128011152 0.63805565377697349 94.160975618869998 652.27293661842123 2.0251368284225455 5.3964270921424022 5.7700853007845572 1.9791722865775225 190.39287616824731 2332.1466340683401 772.43908493500203 697.49794550705701 695.01853683870286 77.724481233395636 405.83335833251476 344.27541953232139 38.525129713118076 leaf_count=342156 19575 55247 64199 4265 172699 97869 118 2047 28 2116 94 27779 1240 58157 59 9341 16635 13 92 158 68 4518 13532 5218 4529 4000 497 2469 2222 240 internal_value=0 -0.000581291 9.75685e-06 0.000293203 -0.00734461 0.00901615 0.000125017 -0.00191343 -0.000659146 0.00205069 -0.00062269 -0.00254575 0.00649452 -0.0014076 0.0295628 0.00207182 0.00247015 -0.000240989 -0.000249203 0.00136505 -0.0070044 0.00179789 0.000476249 3.82854e-05 0.000600406 0.0014187 0.000775624 -4.35782e-05 -0.00168259 0.00151296 internal_weight=0 14425.6 13266.3 11562.2 1159.35 927.889 10552.4 1704.08 571.142 1009.83 136.956 1132.94 224.225 448.285 1.00216 122.857 872.873 5167.51 5165.48 31.5214 7.74926 195.789 5384.88 2186.38 1413.94 716.439 3198.51 866.358 422 444.358 internal_count=911180 792270 277415 124757 514855 118910 101647 152658 69632 23110 2210 83026 21041 58244 87 11388 20900 68822 68809 1466 226 4610 32825 13865 8647 4118 18960 5428 2719 2709 is_linear=0 shrinkage=0.01 Tree=680 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 10 9 9 10 9 10 9 9 3 5 5 2 2 0 9 5 2 3 5 2 9 5 5 10 5 split_gain=793.703 569.66 70.9928 34.9217 33.672 31.6207 31.4406 23.0948 18.8947 15.2796 15.0688 16.6971 25.106 17.7502 19.908 17.7209 24.4147 14.8517 17.2099 14.3624 13.4608 14.2483 15.2883 13.1173 33.4151 34.537 45.2008 34.7954 14.0142 13.0001 threshold=0.99997490644454967 9.6955882327165472e-06 0.00099748477805400022 4.8650000000000011 6.6807518805944721e-07 0.99894970655441295 5.5250000000000012 3.8050000000000002 0.99999946355819713 3.3250000000000006 0.51461192965507518 2.5450000000000004 2.5750000000000006 29.500000000000004 216.50000000000003 2.5000000000000004 0.38913470993117016 0.24165739710789766 1.0000000180025095e-35 1.6450000000000002 35.500000000000007 0.74478940512375169 29.500000000000004 336.50000000000006 0.69576423128641873 5.3350000000000009 358.50000000000006 1813.0000000000002 8.5830975876888274e-05 497.50000000000006 decision_type=2 2 2 10 2 2 10 10 2 8 2 10 10 8 2 2 2 2 2 10 2 2 10 2 2 10 2 2 2 2 left_child=1 4 6 5 -1 10 9 -7 -2 -3 11 15 -13 14 -14 -4 -17 18 -15 20 -18 22 -22 28 -25 -26 -27 -28 -11 -5 right_child=8 2 3 29 -6 7 -8 -9 -10 23 -12 12 13 17 -16 16 19 -19 -20 -21 21 -23 -24 24 25 26 27 -29 -30 -31 leaf_value=-0.008982833249522244 0.0064703812616418825 -0.0041510676904761212 -0.0023858755643769089 0.00093679209444619618 -0.0055602938213489663 0.0046079973571104696 0.0010711406329624148 -0.002589533836282366 0.0098156611862765895 -0.003690540404190772 0.00035724120190406747 0.0061528886412293669 -0.0018878054192414237 0.0040595002375254409 0.0048947891871325136 -0.0043972528279003463 0.0050143982816780262 -0.00034587221486639361 2.8215850752703162e-05 -0.0016874143708411676 0.0080441295007508511 -0.006701727190450201 -0.0017085745104944853 -0.0028968406044292349 0.013402751892863492 0.19222765115801513 0.014360599390955565 0.1745946592761729 -0.0011645344477716193 -0.0040756562688816569 leaf_weight=593.30162958073197 222.81993389874697 407.89326472394168 934.13711591809988 5250.3442182699218 557.62914874218404 215.64302907744423 294.86702684988268 56.198831897228956 696.9459917480126 334.02781240234617 1940.6195732373744 59.665890377014875 856.47365197492763 188.5815162928775 45.577840517275035 92.806393371894956 125.21568939462304 1310.3458442264237 241.53170456923544 100.32003399729729 27.415027212351561 23.746874816715717 38.852877933532 15.284417011775078 6.3821295485831788 0.24697437719441928 0.81899966287892312 0.16239452315494418 641.33156667370349 52.257559649180621 leaf_count=342156 21041 19222 5203 55385 172699 11100 23060 601 97869 61469 17507 333 10615 1550 796 585 730 16289 1825 774 156 195 267 3244 1150 22 186 16 44289 846 internal_value=0 -0.000576061 9.66056e-06 0.000290335 -0.0073246 -0.000215642 -0.00189775 0.00312003 0.00900524 -0.00252032 -0.000367142 -0.000714699 -0.000261824 -0.000406663 -0.0015451 -0.00162625 0.000111443 0.000183371 0.00179572 0.00143749 0.00289403 -5.55252e-05 0.00232612 -0.00185398 0.00562795 0.0227486 0.0713058 0.0408751 -0.00202961 0.000887394 internal_weight=0 14411.7 13260.7 11559.7 1150.93 6257.13 1701.01 271.842 919.766 1406.15 5985.29 4044.67 2702.18 2642.51 902.051 1342.49 408.357 1740.46 430.113 315.551 215.23 90.0148 66.2679 998.254 22.8949 7.6105 1.22837 0.981394 975.359 5302.6 internal_count=911180 792270 277415 124757 514855 68526 152658 11701 118910 129598 56825 39318 31408 31075 11411 7910 2707 19664 3375 2122 1348 618 423 110376 4618 1374 224 202 105758 56231 is_linear=0 shrinkage=0.01 Tree=681 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 5 10 10 2 4 5 2 5 4 5 5 2 10 5 5 2 10 2 5 10 10 2 5 2 split_gain=784.457 562.737 69.7108 33.7353 32.8665 18.9962 13.4302 13.5261 12.6116 11.3576 20.2028 24.9403 55.6685 39.5078 11.1701 13.1213 9.66016 9.47813 8.63992 48.375 23.5222 54.6414 8.59343 33.6458 7.70389 13.9153 28.1092 7.44208 10.8463 16.9021 threshold=0.99997490644454967 9.6955882327165472e-06 0.0011766494717448501 6.6807518805944721e-07 0.99473056197166454 0.99999946355819713 188.50000000000003 0.00012842786236425005 0.3781151175498963 0.66781609195402314 3.5000000000000004 340.50000000000006 0.77836257309941537 455.50000000000006 3.5000000000000004 50.500000000000007 50.500000000000007 0.67574992574992587 1.2869933016190773e-05 196.50000000000003 762.50000000000011 0.77296157450796643 4.1274226532550535e-05 0.86984754376058737 214.50000000000003 3.7895917557762011e-05 2.3335483092523649e-05 0.8185736677115989 15.500000000000002 0.82274865591397861 decision_type=2 2 2 2 2 2 2 2 2 2 8 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 6 -1 8 16 7 27 -4 -8 17 22 13 -13 -6 -16 -2 24 19 -19 -21 -22 23 -12 -11 26 -26 -3 -29 -30 right_child=5 2 4 -5 14 -7 9 -9 -10 10 11 12 -14 -15 15 -17 -18 18 -20 20 21 -23 -24 -25 25 -27 -28 28 29 -31 leaf_value=-0.0089732087637772392 0.0072928374015712519 -0.0036042495742106668 -0.00015582055459824692 -0.0055351643672772108 0.0023454897079695949 0.0098116317448772705 -0.0010864070038531745 -0.001310165464056421 0.00055190094616735933 0.091712304015135915 -0.010039541690263901 0.19039851264445531 -0.010078106084548793 0.029972466431851103 -3.8885917670391883e-05 -0.012452129766942209 0.0012967280709531611 0.20085299070820256 0.0020324032432671615 -0.0041946313237130068 0.27525723471757163 -0.010078403195729217 -0.01010027929358648 0.2153450175035829 -0.010048565753818722 -0.010141968643149155 0.2304029215686953 -0.0033243851258280216 0.069878277764977403 0.002463245714005051 leaf_weight=588.02506384486333 190.15682166977786 564.47152362868655 6220.9897192083299 554.57451540278271 920.24242218304425 690.29322156473063 66.23798944207374 1010.9338837522082 4230.0639770440757 0.1964276327053075 0.26123894704505746 0.39860344899352618 0.52277700917329639 0.24965491169132292 76.998627900145948 9.574242450296877 31.289765572175384 0.14223419339396004 39.358917770674452 1.7056715687504036 0.10514117893762875 0.18555918685160577 1.0519776795990763 0.088731108349747956 0.11702165054157376 0.45664103282615542 0.083172370563261211 67.175404929090291 0.37503977294545521 44.448784953332506 leaf_count=342156 19575 76986 72074 172699 21486 97869 10370 49510 26234 31 86 31 95 40 1578 46 1466 32 4881 463 21 34 140 23 42 63 22 7310 54 5763 internal_value=0 -0.000570834 9.55532e-06 -0.00730451 0.000296864 0.00899408 -0.00182076 -0.00204255 0.00013063 0.00154598 0.00542732 0.0326343 0.0666997 0.128616 0.00202242 -0.00141169 0.0064456 0.00377439 0.00309603 0.0226709 0.00997613 0.0931224 0.00417977 0.0471043 0.0367658 0.0203339 0.0898491 -0.00313704 -0.00078234 0.00302731 internal_weight=0 14399 13256.4 1142.6 11457.9 911.74 1798.57 1687.4 10451.1 111.162 44.9238 2.57298 1.17104 0.648258 1006.82 86.5729 221.447 42.3508 41.4975 2.13861 1.99637 0.2907 1.40195 0.34997 0.853263 0.656835 0.200194 676.471 111.999 44.8238 internal_count=911180 792270 277415 514855 121418 118910 155997 139623 98308 16374 6004 415 166 71 23110 1624 21041 5589 5431 550 518 55 249 109 158 127 64 90113 13127 5817 is_linear=0 shrinkage=0.01 Tree=682 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 9 10 9 10 9 10 9 9 3 5 5 2 2 0 9 5 9 5 2 9 5 5 2 9 9 split_gain=775.329 555.879 68.4382 34.1722 33.7969 30.8905 30.747 22.7907 19.0935 15.113 14.55 16.3608 24.5964 17.4176 19.4888 17.3675 23.9511 14.5463 16.8262 14.0793 13.1876 12.8629 12.7797 12.8788 17.8574 12.7497 12.6427 31.3066 28.4695 31.8043 threshold=0.99997490644454967 9.6955882327165472e-06 0.00099748477805400022 4.8650000000000011 6.6807518805944721e-07 5.5250000000000012 0.99894970655441295 3.8050000000000002 0.99999946355819713 3.3250000000000006 0.51461192965507518 2.5450000000000004 2.5750000000000006 29.500000000000004 216.50000000000003 2.5000000000000004 0.38913470993117016 0.24165739710789766 1.0000000180025095e-35 1.6450000000000002 33.500000000000007 6.1150000000000011 1.0000000180025095e-35 0.48492424242424242 2.4350000000000005 497.50000000000006 336.50000000000006 0.69576423128641873 5.3350000000000009 5.3650000000000011 decision_type=2 2 2 10 2 10 2 10 2 8 2 10 10 8 2 2 2 2 2 10 2 10 2 2 10 2 2 2 10 8 left_child=1 4 5 6 -1 9 10 -8 -2 -3 11 15 -13 14 -14 22 -17 18 -15 20 -18 -6 23 24 -4 -5 -11 -28 -29 -30 right_child=8 2 3 25 21 -7 7 -9 -10 26 -12 12 13 17 -16 16 19 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 29 -31 leaf_value=-0.008963512294852297 0.006421070237681026 -0.0041134484327646787 -0.00016530851014611621 0.00092413069654424264 -0.0061088257051155961 0.0010753505544630684 0.0045684919295306652 -0.0025855362663096786 0.0098075859571517231 -0.0019968605602596638 0.00034684957595168992 0.006089523294773299 -0.0018703035178069464 0.0040131340962805823 0.0048295223949679387 -0.0043571569859424432 0.0050386780346144688 -0.00034150124387847598 2.8865648868942154e-05 -0.0016708465914844215 4.5561322082175451e-05 -0.0016154242869462617 -0.0043785302331637334 -0.00337167507723065 -0.010452366005260836 -0.0040456115419990994 -0.0028731998991705721 0.012984612893638456 0.13737890364281671 0.031764042156575592 leaf_weight=582.80074916419107 220.07739463006146 405.54344340483658 407.01535791158676 5250.0287578096613 478.04783715383383 294.75767474994063 214.2766381027177 56.212120316922665 683.70520268380642 971.62192627054173 1939.7342841164209 59.691775310784578 855.39253646694124 188.89934572018683 45.738288885913789 92.695788649842143 121.59384183958173 1309.9479837361723 241.5154307987541 100.2358063980937 93.624955974519253 73.502270523342304 234.99958735704422 274.3297220133245 17.604607731103897 52.134122033603489 15.234925482072869 6.4972955256234846 0.40630575444083628 0.9559942304622383 leaf_count=342156 21041 19222 2235 55385 151489 23060 11100 601 97869 105758 17507 333 10615 1550 796 585 701 16289 1825 774 647 21210 1320 1542 106 846 3244 1150 44 180 internal_value=0 -0.000565715 9.44584e-06 0.000284691 -0.00728433 -0.00186702 -0.000216039 0.00308176 0.00898295 -0.0024864 -0.000365131 -0.000706698 -0.000258314 -0.000401761 -0.00153024 -0.00160914 0.000111648 0.000182549 0.00177747 0.0014248 0.00286656 -0.00551001 -0.00236115 -0.00168287 -0.000591807 0.000875265 -0.00182305 0.00548944 0.0216995 0.0632637 internal_weight=0 14385 13250.7 11555.7 1134.35 1695.02 6253.51 270.489 903.783 1400.26 5983.02 4043.29 2701.19 2641.49 901.131 1342.1 408.15 1740.36 430.415 315.455 215.219 551.55 933.949 698.95 424.62 5302.16 994.716 23.0945 7.8596 1.3623 internal_count=911180 792270 277415 124757 514855 152658 68526 11701 118910 129598 56825 39318 31408 31075 11411 7910 2707 19664 3375 2122 1348 172699 5203 3883 2341 56231 110376 4618 1374 224 is_linear=0 shrinkage=0.01 Tree=683 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 3 10 10 3 2 2 1 2 1 2 2 2 3 3 2 2 10 10 2 10 1 10 10 1 split_gain=766.288 549.097 67.2012 33.8567 31.9889 19.1945 13.9477 13.7531 11.2837 8.96297 7.19738 6.97806 8.0334 6.44551 8.24684 6.25955 6.22122 9.52943 6.06496 13.0098 8.29992 5.86604 8.51133 5.70678 5.683 5.97677 7.29571 5.31958 5.3026 6.0802 threshold=0.99997490644454967 9.6955882327165472e-06 0.0011766494717448501 6.6807518805944721e-07 0.99766892194747936 0.99999946355819713 27.500000000000004 0.3781151175498963 0.00014260681928130004 42.000000000000007 0.8185736677115989 0.84654631083202525 0.11558704453441292 0.76506899055918665 0.20091743119266059 0.78297101449275375 0.60061349693251542 0.5884438881935754 9.5000000000000018 6.5000000000000009 0.38913470993117016 0.82274865591397861 7.8110180766088902e-05 1.190368402603781e-05 0.82274865591397861 0.015218299813568552 0.12560679611650488 4.5455417421180763e-06 0.99894970655441295 0.047905909351692456 decision_type=2 2 2 2 2 2 8 2 2 8 2 2 2 2 2 2 2 2 10 10 2 2 2 2 2 2 2 2 2 2 left_child=1 3 8 -1 7 -2 -6 9 10 18 -3 13 -13 -9 -15 27 17 -8 19 20 -4 22 23 -12 -21 26 -26 -5 -18 -30 right_child=5 2 4 15 6 -7 16 11 -10 -11 21 12 -14 14 -16 -17 28 -19 -20 24 -22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.0089537434025327607 0.0063961968851985801 -0.0031504636593441865 -0.0034554740146866738 -0.0067173966222571768 0.0045839081568393222 0.0098035235714824948 0.0018531373803185799 0.00050958819322502761 -0.0011099460756371529 0.019267430007791946 0.063483960539119685 0.0010847872210932215 0.0043062270520991099 0.00016166974820622723 -0.0038965571190713393 -0.0032895120832167023 -0.0027172020995860731 0.0091324853892417717 -9.8401596227814755e-05 -0.0057311221273294291 0.0018551382582292742 -0.00071587839615663059 0.078261264865095229 -0.010083760565473457 0.0024679703187062978 -0.0044586001187337781 0.027897952011922418 -0.0043219782567729334 0.0046317343393278681 -0.00021900278835029863 leaf_weight=577.62817103578709 218.73066006600857 633.74641159712337 42.075513146817684 311.56201143586077 194.63062219694257 677.18131717434153 357.7472932850942 3583.9058631854132 1031.9453183147125 2.3753958866000167 0.13586876634508271 580.91883230861276 89.31166485324502 143.80459185503423 76.825896570459008 105.01621325698216 52.229693039320409 18.935706598684192 5977.3444742360152 78.239750375039876 97.918663940858096 126.03194154577795 0.22621191991493106 0.47085964679718018 8.4641500767320412 13.216836063191293 1.3016701648011793 131.97867213701829 34.862216501962394 99.85569518012926 leaf_count=342156 21041 89436 438 107661 4320 97869 11327 24181 51541 16 17 3594 505 782 395 33443 676 289 69242 999 1139 14900 21 82 107 92 41 31595 1034 2241 internal_value=0 -0.000560568 9.34573e-06 -0.00726406 0.000291117 0.00897165 0.00227592 0.000150406 -0.0017911 -0.000153719 -0.00271523 0.000573209 0.00151406 0.000407463 -0.00125145 -0.00548484 0.00147893 0.00221907 -0.000161138 -0.00171574 0.000259024 -0.000541067 0.0259095 0.00639075 -0.00444691 -7.50733e-05 0.00585749 -0.00600462 -1.2382e-05 0.00103627 internal_weight=0 14372.7 13246.5 1126.19 11454 895.912 758.261 10695.7 1792.56 6220.94 760.611 4474.77 670.23 3804.54 220.63 548.557 563.631 376.683 6218.56 241.217 139.994 126.865 0.83294 0.606728 101.222 22.9827 9.76582 443.541 186.948 134.718 internal_count=911180 792270 277415 514855 121418 118910 19887 101531 155997 72074 104456 29457 4099 25358 1177 172699 15567 11616 72058 2816 1577 15020 120 99 1239 240 148 139256 3951 3275 is_linear=0 shrinkage=0.01 Tree=684 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 1 3 1 5 3 5 3 10 10 10 1 5 3 3 10 1 1 5 10 5 1 5 split_gain=757.352 542.382 66.014 33.9145 33.1013 19.2952 12.5038 11.3569 12.0381 10.0495 10.3263 9.73687 9.31864 9.38967 8.8507 8.2819 7.4281 9.8319 14.4425 44.274 10.5218 29.0895 9.50197 7.1296 10.6155 9.54933 11.553 6.86809 8.58307 6.74268 threshold=0.99997490644454967 9.6955882327165472e-06 0.0006371206545736001 6.6807518805944721e-07 0.8784809708595277 0.99999946355819713 0.99894970655441295 13.500000000000002 0.15434243176178658 1.5000000000000002 0.35737937559129612 50.500000000000007 42.000000000000007 12.500000000000002 27.500000000000004 0.00014260681928130004 1.2869933016190773e-05 1.1116698715341046e-05 0.13363095238095238 80.500000000000014 23.500000000000004 16.500000000000004 1.190368402603781e-05 0.047905909351692456 0.15018796992481201 1.0000000180025095e-35 0.99951267242431652 11.500000000000002 0.051836094939543158 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 10 2 2 8 2 10 2 2 2 2 2 10 10 2 2 2 2 2 2 2 2 left_child=1 3 7 -1 12 11 -6 15 16 10 -10 -2 13 27 -8 -3 17 -9 20 -20 21 -19 -23 -16 25 -25 -27 -4 -29 -26 right_child=5 2 4 -5 6 -7 14 8 9 -11 -12 -13 -14 -15 23 -17 -18 18 19 -21 -22 22 -24 24 29 26 -28 28 -30 -31 leaf_value=-0.0089439016730743087 0.0072326040493162057 -0.0035658649781246171 -0.00019732026418760058 -0.0054596582448414536 0.00087655737132602757 0.0097994441682867413 0.0046740037315203889 0.00062747550947312065 0.072956617177509994 -0.0016233417514749126 0.0056838528260428293 0.001171342593318024 0.015011216379777962 0.00049690982913889233 0.0041565797745447206 -0.0016989009023096388 0.0017042738780415553 0.0068062955739584732 -0.010066140442176272 0.24204830136561772 0.0032657563523154926 0.18226385092154801 0.066602281219063503 0.0044623363836123536 0.00015614103073040728 0.0071377515349352232 -0.019580457063797109 0.0076987438139745372 -0.0040089880914311654 0.0031449717249400367 leaf_weight=572.50681943929521 186.50412164605223 482.11707377212588 6581.5185618246906 545.59207962010987 2166.8946403614245 670.72095298627391 145.34427682077512 2.801333804964087 0.36081131547689338 401.28262214025017 0.62069194205105305 30.892878476064652 4.1148533336818209 2389.6414241557941 98.916986156720668 468.50326866097748 91.432194460066967 0.591467593796552 0.16798764723353077 0.11899634858127683 1.4986016439506782 0.15596071910113096 0.13043096929322928 4.4362300708889952 171.96810841467232 2.1030105743557197 7.0228303228504956 6.8104007802903643 77.729946490377188 134.52468708669767 leaf_count=342156 19575 55247 61738 172699 19754 97869 3597 516 29 56536 57 1466 35 35127 3332 22067 8132 82 39 30 290 21 24 103 6807 19 103 55 1078 2597 internal_value=0 -0.00055552 9.25431e-06 -0.00724372 0.000256846 0.00896028 0.00122185 -0.0020044 -0.000782993 -0.00154517 0.0304141 0.00637128 -3.40679e-05 -4.09044e-05 0.00254772 -0.00264575 0.00238117 0.0137064 0.0274624 0.0944717 0.0193703 0.0468625 0.129588 0.0018101 0.00108489 -0.00757285 -0.0134234 -0.000233699 -0.00306584 0.00146799 internal_weight=0 14358.9 13240.8 1118.1 11791 888.118 2731.21 1449.78 499.161 402.264 0.981503 217.397 9059.82 9055.7 564.316 950.62 96.897 5.46478 2.66344 0.286984 2.37646 0.877859 0.286392 418.972 320.055 13.5621 9.12584 6666.06 84.5403 306.493 internal_count=911180 792270 277415 514855 134345 118910 36312 143070 65756 56622 86 21041 98033 97998 16558 77314 9134 1002 486 69 417 127 45 12961 9629 225 122 62871 1133 9404 is_linear=0 shrinkage=0.01 Tree=685 num_leaves=31 num_cat=0 split_feature=3 4 1 5 0 1 4 5 5 1 1 5 5 1 1 5 5 1 1 1 1 1 4 4 4 1 1 5 5 5 split_gain=13.1553 10.6663 9.1466 10.3996 9.72971 11.7288 8.79004 7.21094 32.5286 11.7797 17.4759 11.377 18.6476 10.6574 10.9338 6.69582 12.2825 11.2451 35.0581 17.9628 12.8536 9.84712 9.26988 8.42928 7.64345 13.5646 6.28449 11.5909 25.9167 6.20898 threshold=42.000000000000007 2.5000000000000004 0.63673020527859248 10.500000000000002 1.0000000180025095e-35 0.79531763417305601 3.5000000000000004 53.500000000000007 59.500000000000007 0.82683658170914553 0.85307609282245023 103.50000000000001 84.500000000000014 0.66522988505747138 0.72016949152542387 488.50000000000006 188.50000000000003 0.20701970443349751 0.24494897959183673 0.52960654460459688 0.58847248576850109 0.23845060412224586 6.5000000000000009 3.5000000000000004 4.5000000000000009 0.62532051282051293 0.64326765188834167 174.50000000000003 225.50000000000003 200.50000000000003 decision_type=10 8 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 10 10 2 2 2 2 2 left_child=1 -1 15 6 7 -6 -4 -5 13 26 11 12 -11 -9 -15 16 24 -18 21 -20 23 -19 -17 29 -3 -26 27 -10 -29 -21 right_child=-2 2 3 4 5 -7 -8 8 9 10 -12 -13 -14 14 -16 22 17 18 19 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=7.9944928027819826e-05 0.014847524878410394 -0.0010406488003133611 -0.00084241823648539924 -0.0024895270211801475 -0.017857236486255996 0.013290342942115016 -0.0060860094052968628 -0.010045421952287439 -0.010085378045431444 0.017807931757243115 -0.0011413871690018913 -0.010272186649835854 0.11799275351632112 0.040364792088361322 -0.0093806126873382193 -0.0086580462729495961 -0.0038508996496491817 0.015025727361710128 -0.0021310078727755678 0.086032556073725105 -0.011421888397039701 0.036060307592267242 0.041067457552959256 0.0061245347075080175 0.000509223682833311 0.01325326741868332 -0.0062113680638647018 0.21733373737335335 -0.010107412862075102 0.029542556115303979 leaf_weight=13737.029425202229 5.9641563040204337 890.24157354253111 48.159927837201394 91.507720326131675 1.4023195921909035 8.7667850762372836 95.09451969928341 0.64197084185434761 0.29794066050090506 0.35528481309302096 1.8434822605340739 0.22994475375162438 0.38943791313795373 3.4068266405374747 0.5076813373598269 13.700952732237052 15.295767195289953 12.360277813044375 32.69679272006033 0.20791141525842194 1.3288318389095364 2.7143032751628189 0.38544726686086583 1.7890274555538779 231.97067277890164 8.6640097614144889 16.235684784594923 0.087896770914085209 0.11651042947778478 3.0323264966718853 leaf_count=751355 307 100802 3346 6875 132 130 5493 624 156 44 395 67 29 209 116 3104 3132 674 9972 61 386 127 36 383 18056 112 4583 10 76 388 internal_value=0 -7.04713e-06 -0.00081262 -0.00248088 -0.000382767 0.00899509 -0.0043232 -0.00120757 0.00365745 -0.00194894 0.0169656 0.0512131 0.0701976 0.0277198 0.0339132 -0.000443023 -0.000362582 0.00372012 0.00585952 0.000859608 0.016239 0.0188132 -0.0072974 0.0235475 -0.000613221 0.000968071 -0.00513354 0.0297015 0.0876941 0.0331673 internal_weight=0 15220.5 1483.43 269.044 125.789 10.1691 143.254 115.62 24.1127 19.5562 2.81815 0.974667 0.744723 4.55648 3.91451 1214.39 1200.3 69.4252 54.1295 39.0549 6.3581 15.0746 14.0864 5.02927 1130.88 240.635 16.738 0.502348 0.204407 3.24024 internal_count=911180 910873 159518 22285 13446 262 8839 13184 6309 5360 535 140 73 949 325 137233 134093 15123 11991 11190 1218 801 3140 832 118970 18168 4825 242 86 449 is_linear=0 shrinkage=0.01 Tree=686 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 3 10 5 10 1 4 5 1 3 5 4 5 3 1 4 1 5 1 1 5 1 3 3 4 split_gain=748.506 535.637 64.8268 33.97 30.9225 19.3888 13.6463 13.3191 13.0445 13.0463 9.89185 18.3569 20.3782 43.4177 46.2576 9.68461 9.1497 9.08827 8.85494 8.15065 7.18395 8.09289 6.93368 8.53479 11.7945 11.4522 12.1476 10.4454 11.3047 9.59656 threshold=0.99997490644454967 9.6955882327165472e-06 0.0011766494717448501 6.6807518805944721e-07 0.99766892194747936 0.99999946355819713 27.500000000000004 0.51461192965507518 188.50000000000003 0.00012842786236425005 0.33218390804597703 3.5000000000000004 340.50000000000006 0.21889880952380952 29.500000000000004 50.500000000000007 3.5000000000000004 50.500000000000007 42.000000000000007 0.023937770392229853 1.5000000000000002 0.46697819314641748 2.5000000000000004 0.05298245614035086 0.066767983789260368 35.500000000000007 0.045804195804195758 2.5000000000000004 29.500000000000004 1.5000000000000002 decision_type=2 2 2 2 2 2 8 2 2 2 2 8 2 2 10 2 8 2 8 2 10 2 2 2 2 2 2 10 10 8 left_child=1 3 8 -1 7 15 -6 18 9 -3 11 -10 19 -14 -15 -2 -8 -18 22 -13 -17 -22 -4 25 -25 26 27 -24 -29 -28 right_child=5 2 4 -5 6 -7 16 -9 10 -11 -12 12 13 14 -16 20 17 -19 -20 -21 21 -23 23 24 -26 -27 29 28 -30 -31 leaf_value=-0.0089338432023612548 0.007211017447578412 -0.0030639442266585781 -0.00039491957416401091 -0.0054341714638715581 0.0045328578039589935 0.0097953333917297977 0.0018308093192650459 0.00061892860890973864 0.0035276563395623059 -0.0012625364854590277 -0.00094523247500535824 0.092109831171289222 -0.010077314895822205 0.037081637551991065 0.19332100935221103 0.0039306896465354487 -0.001209851511021055 -0.015045120273487212 0.018362568444305855 -0.0024935862077541129 -0.01319776080211796 0.010518881942948312 0.01868768271905407 -0.0048592376348219543 9.9037250243226091e-05 -0.00083212032538273735 0.0072580573554600356 -0.00061715971293602948 0.0032019099415895921 0.027268784499069731 leaf_weight=567.36065765796229 185.22650653403252 669.66254782886244 3967.7315899599344 542.6231959888828 193.29577021673322 664.29006010247394 516.80737726623192 3839.8318728478625 43.113810081034899 1005.9801560491323 65.226275808759965 0.097834134474396151 0.5371567686088381 0.42232929263263941 0.34372473054099828 23.206395266577605 40.001779780723155 5.3873959779739371 2.592088393867015 1.3173501903656868 5.7302435631863764 1.9211711520329116 3.7055567223578683 48.987637832760811 2322.0069202641025 156.70102834980935 14.770924897864463 122.18768323212862 211.96268743276596 2.860717434436082 leaf_count=342156 19575 90113 34910 172699 4320 97869 14671 26128 5643 49510 10312 11 98 38 33 1240 870 26 19 239 158 68 26 654 35866 1306 129 897 1573 23 internal_value=0 -0.000550488 9.09568e-06 -0.007223 0.000285568 0.00894894 0.0022408 0.00014743 -0.00176249 -0.00198246 0.00155648 0.0051168 0.0303206 0.0588522 0.107185 0.00634692 0.00145274 -0.00285201 -0.000116738 0.00404651 0.00116014 -0.00724282 -0.00012373 0.000249471 -3.40675e-06 0.00142008 0.00241286 0.00199057 0.0018054 0.0105048 internal_weight=0 14345.5 13235.5 1109.98 11448.8 880.374 755.492 10693.3 1786.7 1675.64 111.058 45.8322 2.7184 1.30321 0.766054 216.084 562.197 45.3892 6853.51 1.41518 30.8578 7.65141 6850.91 2883.18 2370.99 512.189 355.488 337.856 334.15 17.6316 internal_count=911180 792270 277415 514855 121418 118910 19887 101531 155997 139623 16374 6062 419 169 71 21041 15567 896 75403 250 1466 226 75384 40474 36520 3954 2648 2496 2470 152 is_linear=0 shrinkage=0.01 Tree=687 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 9 10 9 10 9 9 5 9 9 9 9 9 9 5 2 1 3 1 9 5 2 9 1 2 2 split_gain=739.786 529.059 63.6566 34.0243 33.9674 33.9671 29.6587 32.5152 19.4809 12.959 12.8547 41.5018 28.9747 12.6904 12.6332 34.6795 17.9592 12.4351 13.6187 12.2419 17.9611 12.1792 11.8842 11.8069 11.8046 21.4684 22.4667 19.5834 64.8819 13.4017 threshold=0.99997490644454967 9.6955882327165472e-06 0.0006371206545736001 6.6807518805944721e-07 5.5250000000000012 4.8650000000000011 0.99473056197166454 3.9350000000000005 0.99999946355819713 6.1150000000000011 3.8750000000000004 38.500000000000007 4.9850000000000012 3.3250000000000006 2.5450000000000004 2.5750000000000006 2.4350000000000005 4.8950000000000005 408.50000000000006 0.22271825396825398 0.50144508670520238 23.500000000000004 0.040202020202020204 3.9050000000000007 336.50000000000006 0.69576423128641873 5.3350000000000009 0.24494897959183673 0.77836257309941537 0.95469208211143708 decision_type=2 2 2 2 10 10 2 10 2 10 10 2 10 8 8 8 10 10 2 2 2 10 2 8 2 2 10 2 2 2 left_child=1 3 4 -1 13 6 14 23 10 -5 -2 -12 -13 -3 16 19 -4 21 -19 -16 -21 -7 -18 -8 -15 -26 -27 28 -28 -30 right_child=8 2 5 9 -6 17 7 -9 -10 -11 11 12 -14 24 15 -17 22 18 -20 20 -22 -23 -24 -25 25 26 27 -29 29 -31 leaf_value=-0.0089238533128323267 0.0083733775983195913 -0.0042989856270476646 -0.00099678235795610083 -0.00601807254769885 0.0013298365530774812 -0.0045171915072077422 0.0026172692700350236 -0.002752018468806803 0.0097912187679624844 -0.0014671378025278307 0.0058350297234668622 0.0008308959087813695 -0.033336919331864862 -0.0022102118714833982 0.0092550016633846915 -0.00035629806954769563 -0.011554229423753131 0.00079773155798478813 -0.0034708005285557053 0.0056327333322398606 -0.009228127345338611 0.0037970877377647406 -0.0036078556650366617 0.0068428708315494777 -0.0019395145724539591 0.010887928662492609 0.18743170486235008 -0.010063485030761859 -0.010072343333380418 0.086946849917715605 leaf_weight=562.34099976532161 126.12862531468272 345.38194620120339 690.21921000443399 467.47761525894748 256.22487792593893 19.216210694983602 253.35598487220705 100.34223861433566 657.95526380208321 72.239454706024844 78.696426762733608 5.0815029256045801 4.8514255881309509 822.15925424592569 48.893888533115387 5059.3887854204513 24.076152753084898 5082.8839534507133 75.859858776442707 33.072744965553284 10.785059455782173 211.91716895019636 86.216136056929827 89.47679290920496 13.495002531097272 5.7217946074670172 0.35371168376877882 0.33605792804155488 0.46102684899233282 0.20599519344978034 leaf_count=342156 16395 17740 5208 151489 21798 226 7177 824 97869 21210 4497 99 50 99152 357 50670 162 57432 1304 233 75 2226 674 7777 3082 1083 22 71 94 28 internal_value=0 -0.000545521 9.00071e-06 -0.00720248 -0.00197245 0.000251828 -0.000240997 0.00225472 0.00893764 -0.00540894 0.00632251 0.00340391 -0.0158573 -0.00268462 -0.000426803 -0.000245213 -0.00159552 0.000836633 0.000734962 0.0058142 0.0019783 0.00310585 -0.0053425 0.00372012 -0.00202299 0.00545878 0.0195633 0.0561485 0.0779477 0.0198899 internal_weight=0 14332.1 13230 1102.06 1444.34 11785.7 6395.83 443.175 872.713 539.717 214.758 88.6294 9.93293 1188.11 5952.65 5152.14 800.511 5389.88 5158.74 92.7517 43.8578 231.133 110.292 342.833 842.733 20.5736 7.07859 1.35679 1.02073 0.667022 internal_count=911180 792270 277415 514855 143070 134345 73157 15778 118910 172699 21041 4646 149 121272 57379 51335 6044 61188 58736 665 308 2452 836 14954 103532 4380 1298 215 144 122 is_linear=0 shrinkage=0.01 Tree=688 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 2 5 3 5 2 5 3 2 3 10 4 4 2 10 5 2 2 4 5 10 5 2 split_gain=731.193 522.557 64.0906 32.5755 31.6691 19.5562 12.0118 11.7019 10.494 9.54822 9.01057 9.11696 9.01126 16.5901 8.98099 8.93668 8.65838 8.602 7.99322 6.88329 7.80574 6.86865 6.72679 7.03451 8.00025 6.6909 12.2892 8.17044 41.3556 6.50492 threshold=0.99997490644454967 9.0361113507242425e-06 0.0006371206545736001 6.6807518805944721e-07 0.8784809708595277 0.99999946355819713 0.99894970655441295 13.500000000000002 0.84240094618568906 50.500000000000007 42.000000000000007 12.500000000000002 0.19929078014184398 23.500000000000004 1.5000000000000002 0.66349106014087067 27.500000000000004 0.00014260681928130004 3.5000000000000004 1.5000000000000002 0.53629776021080378 0.0023884368129074005 11.500000000000002 0.28015151515151521 0.94754041967664271 6.5000000000000009 390.50000000000006 5.5826109246481803e-07 1.0000000180025095e-35 0.27320574162679429 decision_type=2 2 2 2 2 2 2 2 2 2 8 2 2 2 10 2 10 2 10 10 2 2 2 2 2 10 2 2 2 2 left_child=1 3 7 25 10 9 -6 17 14 -2 11 22 13 -13 15 -9 -8 -3 -18 29 -21 -15 -4 -24 -25 -1 27 -27 -29 -11 right_child=5 2 4 -5 6 -7 16 8 -10 19 -12 12 -14 21 -16 -17 18 -19 -20 20 -22 -23 23 24 -26 26 -28 28 -30 -31 leaf_value=-0.0090586863428085279 0.0071670919873517459 -0.0035536261711898416 -0.00019573095584324654 -0.0054364488510050815 0.00085641290338888537 0.009787086063374216 0.0046118142874669353 0.0049427939515421177 0.002278910326237225 -0.022046075512502098 0.014888136719194794 0.0031271703309522178 0.00065440172531648915 0.0033106949073786825 -0.0015057953724356313 0.065085007610215267 0.0021787480754852061 -0.0016537599004334399 -0.0028998385303503384 0.010523025103392971 -0.012783391691802074 -0.0046845676852171952 0.0040576846547257335 -0.0050619421392677682 0.008816671369640058 -0.0034607849084638711 0.13012022554806926 0.25165707323432385 -0.010030162092602815 0.0049741380115341802 leaf_weight=547.79044672648888 182.66107708076015 487.4914279038785 6580.4692989913747 521.42537531018024 2164.2866712459363 651.68218803964555 144.06129833869636 0.65020250575616845 93.695431947242469 0.92841569799930468 4.0442528622224918 48.468417920172215 2227.2302764169872 11.998323763720689 408.59956418466754 0.39848892111331224 383.36968459654599 466.24647589144297 33.716621700208634 1.9086035666987289 5.8159482330083847 102.86276752874255 11.986298576928673 67.930551945231855 4.4239689819514743 9.1447164383716828 0.07135061337612647 0.076403622748331013 0.28814374923240393 22.091866208706051 leaf_count=332491 19575 56903 61738 169344 19754 97869 3597 59 9077 54 35 391 33510 331 58288 31 12206 22067 755 68 158 895 130 967 36 9405 25 10 225 1186 internal_value=0 -0.000540523 4.7049e-06 -0.00723305 0.00024933 0.00892669 0.00119445 -0.00197382 -0.000740238 0.00629929 -3.50003e-05 -4.16651e-05 0.00048814 -0.00177908 -0.00143078 0.027796 0.00249823 -0.00262485 0.0017682 0.0011435 -0.00702478 -0.00384939 -0.000231698 -0.0030379 -0.00421336 -0.00891379 -0.000629016 -0.00161006 0.0448155 0.0038844 internal_weight=0 14320.7 13241.9 1078.8 11784.8 865.088 2725.43 1457.08 503.344 213.406 9059.41 9055.37 2390.56 163.33 409.648 1.04869 561.148 953.738 417.086 30.7448 7.72455 114.861 6664.81 84.3408 72.3545 557.371 9.58061 9.50926 0.364547 23.0203 internal_count=911180 792270 280770 511500 134345 118910 36312 146425 67455 21041 98033 97998 35127 1617 58378 90 16558 78970 12961 1466 226 1226 62871 1133 1003 342156 9665 9640 235 1240 is_linear=0 shrinkage=0.01 Tree=689 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 1 10 5 5 1 4 10 5 1 1 10 10 1 5 1 1 1 5 4 1 4 5 split_gain=722.664 516.149 62.9682 32.6277 29.5316 19.6477 12.8661 12.2107 12.8755 11.9307 9.48835 9.17087 28.7964 33.5199 26.1161 15.78 10.0699 41.7775 14.7524 9.09854 18.3673 14.5689 7.57888 14.4458 7.81595 7.3463 6.73747 7.59555 6.67763 10.596 threshold=0.99997490644454967 9.0361113507242425e-06 0.0011766494717448501 6.6807518805944721e-07 0.99766892194747936 0.99999946355819713 0.3781151175498963 13.500000000000002 0.18142633228840127 0.00014260681928130004 50.500000000000007 340.50000000000006 0.30471628592483424 3.5000000000000004 0.00048551171494175006 414.50000000000006 0.24165739710789766 0.24494897959183673 0.00085471442434935016 2.522791965020588e-05 0.25092592592592594 762.50000000000011 0.73368794326241138 0.79193722943722955 0.76506899055918665 956.50000000000011 1.5000000000000002 0.46697819314641748 6.5000000000000009 390.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 2 2 10 2 10 2 left_child=1 3 7 28 6 10 -4 9 -9 -3 -2 -10 13 16 15 -15 -13 -18 19 20 -19 -22 -14 24 -24 -6 -12 -28 -1 -30 right_child=5 2 4 -5 25 -7 -8 8 11 -11 26 12 22 14 -16 -17 17 18 -20 -21 21 -23 23 -25 -26 -27 27 -29 29 -31 leaf_value=-0.0090496929743590585 0.0071449438669831901 -0.0035302414419032539 -0.00015108394656891783 -0.0054112314832192657 0.0022578476288634321 0.0097829349793579542 0.00055218003607415179 0.0021818848202695114 -0.0017413453019240483 -0.0014935498021818312 0.003859538808155366 -0.00070829435041383807 -0.0030540162153301826 0.086556542379575427 0.17195085493256337 -0.010091877318040761 0.18437569385103664 0.15462135252761569 0.080948120954904168 0.0032273714873498512 -0.010051931468499734 0.093515978329056171 0.023775593731412026 -0.0016259035291776303 0.097748037360968584 -0.013039694529453265 -0.012526463227447042 0.010517750762274996 -0.0015989310972353947 0.11312717572330641 leaf_weight=542.8761125067831 181.40134814474732 485.82182886102237 6220.2933877552859 518.63081438728841 748.48206867929548 645.4702448497992 4471.460915280506 132.03220866224729 436.87591748218983 704.98866029898636 22.938117676414553 3.1835043409373593 23.984228103072386 0.41160796000622202 0.21947141131386161 0.28653585352003574 0.15424294001422811 0.12144032446667585 0.32898213854059566 2.9946606163866818 0.45802318758796901 0.1930801427224651 0.29374705185182293 1.1649983261013401 0.27803398366086185 3.1524658147245637 5.8755820360966018 1.8905555019155142 9.4962021284736657 0.081192255835049632 leaf_count=332491 19575 56903 72074 169344 19859 97869 29457 11892 55563 29720 1240 449 3966 23 12 47 17 24 22 359 125 40 37 119 34 28 158 68 9640 25 internal_value=0 -0.00053561 4.65664e-06 -0.00721259 0.000277725 0.00891526 0.000143032 -0.00173737 -0.000577915 -0.00232447 0.00627479 -0.00135164 0.0036452 0.0197787 0.0768012 0.0468896 0.01274 0.0228126 0.0167289 0.0111208 0.0417185 0.0206604 -0.00159329 0.0185787 0.0597454 0.00219369 0.00113387 -0.00691668 -0.00890366 -0.000626342 internal_weight=0 14308.3 13237.2 1071.08 11443.4 857.576 10691.8 1793.79 602.981 1190.81 212.106 470.948 34.0726 8.35155 0.917615 0.698144 7.43393 4.25043 4.09619 3.7672 0.772544 0.651103 25.721 1.73678 0.571781 751.635 30.7043 7.76614 552.454 9.57739 internal_count=911180 792270 280770 511500 121418 118910 101531 159352 72729 86623 21041 60837 5274 1118 82 70 1036 587 570 548 189 165 4156 190 71 19887 1466 226 342156 9665 is_linear=0 shrinkage=0.01 Tree=690 num_leaves=31 num_cat=0 split_feature=9 3 9 2 0 0 9 9 9 9 3 9 9 9 9 9 2 9 3 2 9 3 9 9 2 9 9 9 0 9 split_gain=18.8466 10.6869 17.8127 14.2161 48.1876 21.3616 19.1784 19.7513 12.9336 12.6679 10.4619 10.4617 10.7606 10.1875 9.94867 9.91682 9.89156 9.19786 8.60088 11.2782 14.5095 8.49112 8.46544 16.0217 8.94882 7.78613 11.2338 8.37902 7.73987 7.93843 threshold=5.4850000000000012 29.500000000000004 2.3350000000000004 0.16749174917491746 1.0000000180025095e-35 1.0000000180025095e-35 2.5450000000000004 2.6750000000000003 5.1250000000000009 5.2750000000000012 11.500000000000002 5.495000000000001 5.5050000000000008 5.535000000000001 5.455000000000001 5.4450000000000012 0.37341365461847392 5.0550000000000006 6.5000000000000009 0.56539558089807562 5.6650000000000009 42.000000000000007 2.5450000000000004 2.6250000000000004 0.5884438881935754 4.995000000000001 5.0550000000000006 5.0850000000000009 1.0000000180025095e-35 6.0550000000000006 decision_type=8 8 10 2 2 2 10 10 10 10 10 8 8 8 10 10 2 10 8 2 10 10 10 10 2 10 10 10 2 8 left_child=1 2 -1 4 6 -5 -3 -8 16 22 18 -12 -13 -14 15 -11 -7 -18 -2 20 -20 -15 -4 -24 -25 -26 -27 -28 -21 -30 right_child=10 3 9 5 -6 8 7 -9 -10 14 11 12 13 21 -16 -17 17 -19 19 28 -22 -23 23 24 25 26 27 -29 29 -31 leaf_value=0.0016410049801784401 0.00050062736742235211 -0.0028689617634828036 -0.0037493353463024645 -0.00059185101692931289 -0.00070719044700841142 -0.0023768594659972402 0.010343611490121148 0.0028102209896171126 -0.002129675347122701 0.00095405653844070977 0.0062056765072771615 -0.0051390785884538317 0.0039712155756953379 0.00061840433528825671 -0.0038213066771250015 0.0075607606342780968 0.0013575174111195118 0.0063288226507313338 0.00098127197320114026 -0.00071005329768860064 -0.0067409840658220581 0.013599709231918678 0.003920046231430452 -0.0015205798436694425 3.6150539080559121e-05 -0.0055877357929721982 0.0033811873974573083 -0.0017232248617049545 0.023113593485467515 0.0011498429400938221 leaf_weight=311.70113409683108 246.21284887718502 55.938227662816644 112.89664078317583 4040.7415833491832 909.56115825450979 68.501431766373571 36.844921717885882 627.95986057532718 122.96676537120948 314.99670517345658 34.425390500226058 31.642884212720674 93.827754312136676 3791.6720966356224 40.356863790249918 24.485782255069353 946.25176020769868 38.741118196689058 34.791635567788035 126.51395773986587 80.926783338247333 5.0455173018854103 65.802923286566511 1771.9745824267738 927.06722317065578 62.961997960170265 39.430681331257802 174.3808338039089 2.8112667986424631 3.9686704772757366 leaf_count=12173 26764 1516 4032 270787 27136 2306 573 14081 6013 36449 3054 2660 9067 238643 4417 1472 30331 1505 1992 14088 6966 292 1792 110507 51177 6635 3953 20484 85 230 internal_value=0 -0.000228799 -0.000650614 8.123e-06 0.000823219 -0.000246583 0.00275456 0.00322774 0.000939293 -0.000852716 0.000545531 0.000717035 0.000668861 0.000716099 0.000872579 0.00143058 0.00129751 0.00155305 -0.000824706 -0.00213514 -0.00441923 0.000635655 -0.00106046 -0.000960658 -0.00106858 -0.000403273 -0.00187514 -0.00078188 -0.000152219 0.010257 internal_weight=0 10693.6 3846.06 6847.51 1630.3 5217.2 720.743 664.805 1176.46 3534.35 4451.84 3956.61 3922.19 3890.55 379.839 339.482 1053.49 984.993 495.225 249.012 115.718 3796.72 3154.51 3041.62 2975.82 1203.84 276.774 213.812 133.294 6.77994 internal_count=911180 607339 253091 354248 43306 310942 16170 14654 40155 240918 303841 253716 250662 248002 42338 37921 34142 31836 50125 23361 8958 238935 198580 194548 192756 82249 31072 24437 14403 315 is_linear=0 shrinkage=0.01 Tree=691 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 10 9 10 10 9 9 3 9 2 0 9 9 9 9 3 2 9 2 9 9 1 1 3 3 split_gain=714.163 509.628 61.8005 33.3361 33.1188 32.6848 28.542 22.3531 19.7411 13.9122 15.2377 22.6861 15.6034 14.5672 13.5073 16.4336 12.9803 12.8836 12.7311 12.2129 11.9056 11.6965 10.9298 10.5522 11.5398 17.1268 10.7213 10.4817 12.1727 12.0953 threshold=0.99997490644454967 9.0361113507242425e-06 0.0006371206545736001 5.5250000000000012 4.8650000000000011 6.6807518805944721e-07 0.99894970655441295 3.8050000000000002 0.99999946355819713 0.51461192965507518 2.5450000000000004 2.5750000000000006 29.500000000000004 2.4350000000000005 0.24165739710789766 1.0000000180025095e-35 3.8750000000000004 3.3250000000000006 9.0500000000000025 4.8950000000000005 23.500000000000004 0.22271825396825398 3.2650000000000001 0.80969148222669363 4.535000000000001 2.9450000000000007 0.94494949494949509 0.53873431533006011 29.500000000000004 18.500000000000004 decision_type=2 2 2 10 10 2 2 10 2 2 10 10 8 10 2 2 10 8 10 10 10 2 10 2 10 8 2 2 10 8 left_child=1 5 3 17 6 -1 9 -8 16 10 13 -12 -13 -4 15 21 -2 -3 -7 20 -6 -14 -23 26 25 -25 27 29 -29 -11 right_child=8 2 4 -5 19 18 7 -9 -10 23 11 12 14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-0.0088932607685562933 0.0083350649366536883 -0.0042751719136607984 -0.0013019526669838775 0.0013066977492769344 -0.0044765091146072369 -0.0057393567706752373 0.0044557075566565487 -0.0026549675201120626 0.0097787868251336674 0.0057604210334220862 0.0057542954951124783 -0.0014646831645290207 0.0034985922009455549 -0.0056694080494944111 -0.00036311443575964922 -5.4527087502674697e-05 0.0032967671843995463 -0.0019845685187452563 0.0015829084728967843 0.00072115170970332341 0.0037529000071755288 0.043360324416431485 0.0075536996520125998 -0.0020166141352984616 -0.0025447865480564122 0.00464638949191156 0.0027034795234620267 -0.0040043634455224951 -0.00030291843179000908 7.4436090634555691e-05 leaf_weight=547.48890533519443 123.55514038633555 345.89340755832382 1327.6641641501337 259.3791982709663 19.169308559969068 490.81166114105145 210.43319105822593 55.967725874856114 639.26718620047905 38.711594397667795 61.006691701710224 927.33596832025796 190.04702417179942 81.030544014647603 1349.4965774277225 247.50351007375866 87.240937315393239 846.41056854720227 24.952382030489389 5156.7573198713362 212.01434597419575 1.4155744407325976 2.1430714624002576 50.041799586266279 43.048592180013657 168.39454517513514 137.4287395272404 139.11120140179992 245.89345709141344 1114.0380705036223 leaf_count=342156 16395 18056 8109 22440 226 160461 11100 601 97869 512 358 12828 1648 621 18323 2008 4646 105929 8883 58736 2226 15 39 500 204 1318 1588 1015 2357 10013 internal_value=0 -0.000530771 4.51902e-06 -0.00194229 0.000244457 -0.00719152 -0.000242428 0.00296184 0.0089037 -0.00038181 -0.000705936 -0.000276455 -0.000411821 -0.00155318 0.000133445 0.00165258 0.00624989 -0.00264908 -0.00538511 0.000821958 0.00307053 0.00383493 0.021797 0.000319043 0.00218736 0.00311996 2.74108e-05 -0.000211749 -0.00164034 0.000265383 internal_weight=0 14293.6 13230.3 1451.68 11778.7 1063.25 6390.71 266.401 850.063 6124.31 4187.64 2778.95 2717.94 1408.69 1790.61 441.109 210.796 1192.3 515.764 5387.94 231.184 193.606 3.55865 1936.67 261.485 218.436 1675.18 1537.75 385.005 1152.75 internal_count=911180 792270 280770 146425 134345 511500 73157 11701 118910 61456 43949 35219 34861 8730 22033 3710 21041 123985 169344 61188 2452 1702 54 17507 2022 1818 15485 13897 3372 10525 is_linear=0 shrinkage=0.01 Tree=692 num_leaves=31 num_cat=0 split_feature=9 5 9 1 1 1 1 9 0 1 5 9 5 9 2 2 2 9 9 2 3 5 5 9 1 9 9 0 2 2 split_gain=18.3272 14.5907 21.8809 14.3909 15.3544 15.9032 27.199 17.065 16.5896 14.2352 14.2792 20.8553 16.3988 24.5961 27.896 15.8943 26.8166 46.1951 21.8636 18.6828 18.6823 16.7011 16.3736 15.4713 21.6772 14.18 29.451 14.0248 13.5859 20.0342 threshold=5.4850000000000012 299.50000000000006 7.6450000000000005 0.82683658170914553 0.51869322152341024 0.48581488933601619 0.41476388168137007 3.7050000000000005 1.0000000180025095e-35 0.80070921985815613 9.5000000000000018 6.0750000000000011 10.500000000000002 5.7750000000000012 0.92890109890109895 0.68783602150537648 0.66349106014087067 5.5750000000000011 5.9350000000000014 0.94754041967664271 13.500000000000002 28.500000000000004 212.50000000000003 6.1250000000000009 0.023937770392229853 5.6450000000000005 7.5550000000000006 1.0000000180025095e-35 0.6072751322751323 0.60535266738274263 decision_type=8 2 8 2 2 2 2 10 2 2 2 10 2 8 2 2 2 10 10 2 10 2 2 10 2 10 10 2 2 2 left_child=3 9 28 4 5 6 -1 -8 -7 10 11 -2 13 -12 -15 16 18 21 -14 -17 -20 -18 25 24 -13 -21 -27 -11 29 -3 right_child=1 2 -4 -5 -6 8 7 -9 -10 27 12 23 15 14 -16 19 17 -19 20 22 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.00010142712717838293 0.00091603885811411588 -0.0022996221513109701 0.0052698549938753414 0.0011395037693627348 -0.0010864210796266319 -0.00032121751847958175 -0.00032062733905566975 -0.0034319063571658444 0.0018447494011701114 -0.001606312325317888 -0.0047672514875545689 -0.014239038717396606 -0.00028883158081742858 0.014166833097142418 -0.0095663207363207298 -0.00089965786282652648 0.021042439603180654 0.00093777565894128073 -0.0011602658954633842 0.0094676300159290891 0.0047767450528890011 0.0093849015779091972 0.011345991152246946 -0.00078502380911649866 -0.00093827103887213356 -0.0078436415265917183 0.0023243631414832026 0.0023911968961309944 -0.0096864024374517695 0.072717301951514338 leaf_weight=5718.433960921946 1649.1419741379796 45.408746596891433 24.565264266508166 719.94771329901414 2089.9625271098921 662.1799040454207 299.27514676586725 428.9919657568098 758.86363509355579 460.60464995412622 13.416260209749451 21.324075801763684 300.69615859398618 35.239807419478893 5.7624327291268846 454.20249728538329 19.921762393554673 59.288448434439488 67.675572485313751 21.751657502667513 244.45325446111383 32.077595368085895 18.793229588656686 532.2865299101104 28.80529481486883 32.509349452855531 230.16103831538931 108.42322824394796 40.059247066907119 0.35881532036000763 leaf_count=309650 89779 7716 2550 26686 147874 37405 10520 49058 26146 12647 787 284 29823 792 2871 58444 465 3940 7910 926 20488 2925 434 32220 1004 1499 13758 6498 6032 49 internal_value=0 0.000538233 -0.0030519 -0.000225818 -0.000324532 -0.000122146 -0.000333228 -0.00215335 0.000835449 0.000629624 0.000852288 0.000341537 0.00159435 0.00698572 0.0108314 0.00139632 0.00245565 0.00697153 0.00163557 0.000383571 0.00348949 0.0138511 0.00230579 -0.0012852 -0.00659616 0.00170846 0.00106592 -0.000844622 -0.00543374 -0.00171149 internal_weight=0 4446.93 110.392 10677.7 9957.71 7867.74 6446.7 728.267 1421.04 4336.53 3767.51 2231.56 1535.95 54.4185 41.0022 1481.53 724.113 111.288 612.825 757.418 312.129 51.9994 303.215 582.416 50.1294 284.422 262.67 569.028 85.8268 45.7676 internal_count=911180 303841 16347 607339 580653 432779 369228 59578 63551 287494 268349 123287 145062 4450 3663 140612 65551 7330 58221 75061 28398 3390 16617 33508 1288 16183 15257 19145 13797 7765 is_linear=0 shrinkage=0.01 Tree=693 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 9 9 10 5 2 9 9 2 5 5 10 9 5 9 10 9 9 5 2 5 9 9 10 10 split_gain=705.677 503.163 60.7351 32.7372 31.8085 27.5192 26.1826 21.9795 19.8329 16.8625 26.5168 25.5394 15.823 19.6263 14.5456 13.493 13.1866 12.9482 21.8949 41.7602 12.9015 15.763 24.0197 18.7016 28.0018 18.7941 15.2503 12.5745 12.2674 47.6073 threshold=0.99997490644454967 9.0361113507242425e-06 0.0013712961226701001 6.6807518805944721e-07 4.8650000000000011 0.99894970655441295 3.9350000000000005 3.8050000000000002 0.99999946355819713 32.500000000000007 0.36417112299465243 6.6150000000000011 6.6750000000000007 0.42807881773399015 46.500000000000007 497.50000000000006 0.00032736793218645006 3.1450000000000005 32.500000000000007 4.9750000000000005 0.51461192965507518 2.5450000000000004 2.5750000000000006 1.5000000000000002 0.38913470993117016 1.0000000180025095e-35 1.6450000000000002 9.0500000000000025 9.4236969744088142e-05 0.00017857718921725002 decision_type=2 2 2 2 10 2 8 10 2 2 2 10 10 2 2 2 2 10 2 8 2 10 10 2 2 2 10 10 2 2 left_child=1 3 6 -1 5 20 -3 -7 17 -8 11 14 -12 16 28 -6 -14 -2 -19 -20 21 23 -23 25 -25 -4 -26 -5 -11 -30 right_child=8 2 4 27 15 7 9 -9 -10 10 12 -13 13 -15 -16 -17 -18 18 19 -21 -22 22 -24 24 26 -27 -28 -29 29 -31 leaf_value=-0.0088827147249702487 0.0088035435363153346 -0.0033759558758178604 -0.0016791155490088656 -0.0057134953210357629 0.00090477077879693097 0.0044281808890539783 -0.0015013508817586126 -0.0026203106495570855 0.0097745842066833174 0.00012357364811229322 -0.00094400364079730997 0.030288132714238889 0.09865645348378356 0.004403105530362693 0.0021178639832043758 -0.0042675220378667385 0.015221477631002223 0.0057117110354014825 0.0041372169472694191 -0.030216193105040215 0.0003164373493120916 0.0060671813931148502 -0.000382457686971011 -0.004504148471048912 0.0029643467505064886 -0.0053124028190956827 -0.001615660801614892 0.0015569412674856726 0.097283699697676765 0.011296032451085083 leaf_weight=542.54081358225085 100.92969783511944 602.70362646947615 671.0812565498054 487.92611639935058 5169.5658761449158 209.51323439367115 970.96534966386389 56.083763943985105 633.04935036017559 1.9642685611033872 229.81122562009841 5.1111796433106056 0.3674536282196631 51.662945261457935 21.226473279646598 50.933045595884323 0.39097636751830578 92.335600424092263 11.035921971313657 5.208606304600834 1935.8935484443791 59.070480618625879 2568.57149577979 101.39848493039608 226.80135742947459 180.70884735137224 107.00219575315714 25.007997757114936 0.83722818503156338 2.7880040360614657 leaf_count=342156 15140 34064 3660 160461 52125 11100 82216 601 97869 522 38007 138 29 3247 3818 784 13 5516 329 56 17507 322 28568 605 1340 991 774 8883 113 226 internal_value=0 -0.000525885 4.4205e-06 -0.00717029 0.000280968 -0.000208413 -0.00165628 0.00293981 0.00889196 -0.000849781 0.00116401 0.00980193 0.000186859 0.00514447 0.00589721 0.000854308 0.0556451 0.00622504 0.00382821 -0.00687778 -0.000351333 -0.000681564 -0.000237467 -0.00158827 9.81723e-05 -0.00244992 0.00149621 -0.00535903 0.0202495 0.0311544 internal_weight=0 14279.9 13224.5 1055.47 11336.6 6116.12 1887.83 265.597 842.559 1285.13 314.16 31.9272 282.233 52.4214 26.816 5220.5 0.75843 209.51 108.58 16.2445 5850.53 3914.63 2627.64 1286.99 435.202 851.79 333.804 512.934 5.5895 3.62523 internal_count=911180 792270 280770 511500 118377 65468 162393 11701 118910 128329 46113 4817 41296 3289 4679 52909 42 21041 5901 385 53767 36260 28890 7370 2719 4651 2114 169344 861 339 is_linear=0 shrinkage=0.01 Tree=694 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 2 5 3 5 2 5 3 3 10 0 2 4 4 5 10 5 5 2 2 2 4 4 split_gain=697.465 496.954 59.7427 32.7836 29.8405 19.9072 11.3564 11.1753 9.92532 9.41148 8.83042 8.81737 8.92617 16.2076 8.67211 8.551 8.40761 8.12469 8.00255 7.84101 6.79043 9.48378 7.79805 31.0655 6.62469 6.88868 7.81018 6.50519 8.55939 6.47574 threshold=0.99997490644454967 9.0361113507242425e-06 0.0006371206545736001 6.6807518805944721e-07 0.8784809708595277 0.99999946355819713 0.99894970655441295 13.500000000000002 0.84240094618568906 50.500000000000007 42.000000000000007 12.500000000000002 0.19929078014184398 23.500000000000004 27.500000000000004 1.5000000000000002 0.00014260681928130004 1.0000000180025095e-35 0.66349106014087067 3.5000000000000004 6.5000000000000009 390.50000000000006 5.5826109246481803e-07 1.0000000180025095e-35 11.500000000000002 0.28015151515151521 0.94754041967664271 0.78297101449275375 11.500000000000002 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 8 2 2 2 10 10 2 2 2 10 10 2 2 2 2 2 2 2 10 10 left_child=1 3 7 20 10 9 -6 16 15 -2 11 24 13 -13 -8 18 -3 -15 -9 -16 -1 22 -22 -24 -4 -26 -27 -5 -29 -11 right_child=5 2 4 27 6 -7 14 8 -10 29 -12 12 -14 17 19 -17 -18 -19 -20 -21 21 -23 23 -25 25 26 -28 28 -30 -31 leaf_value=-0.0090222133934023084 0.0070809187155565648 -0.0034778648541260882 -0.0001936192323041629 -0.0058849765257430143 0.00083083043868286549 0.0097703739197435822 0.0045562981194933088 0.0048245668640356778 0.0022199372966348507 0.0037708312657795434 0.014831857008321974 0.0030655810477512443 0.00064411254219701479 -0.002556840390512414 0.0021084536482219021 -0.0014575591172948422 -0.001591235557614057 -0.0094004754947178658 0.060607758580241713 -0.0029281464873810409 -0.0033054006281535778 0.10226691761122285 0.19862895744260298 -0.010029297339516692 0.0039962585692241304 -0.0050264659206027329 0.0086686682061878698 -0.0031154664829967254 0.089012908195162666 -0.006796750936502385 leaf_weight=528.36877554486273 177.79751095524989 482.11309096880723 6577.5049704611301 412.03317141364096 2160.7160823279992 627.01913671684451 142.90279576927423 0.6545326868072141 94.127400799421594 22.61320290481672 3.9930655239149919 48.543735194019973 2227.2996022235602 93.439938339870423 380.39118590159342 406.34319624153432 463.11146161169745 21.302154407836497 0.4236109119374305 33.643684539012611 8.9338140148902259 0.089040995575488391 0.095799932722003045 0.27959714079042897 12.006720266304908 67.714506912976503 4.437031863257288 98.090748545713723 0.10094917262904246 7.7986419247463337 leaf_count=332491 19575 56903 61738 136536 19754 97869 3597 59 9077 1240 35 391 33510 962 12206 58288 22067 264 31 755 9405 25 10 225 130 967 36 32776 32 226 internal_value=0 -0.000521066 4.36851e-06 -0.00714955 0.000240012 0.00888074 0.00115902 -0.00191331 -0.000706772 0.00620162 -3.577e-05 -4.23283e-05 0.000478663 -0.00177815 0.00243229 -0.00138294 -0.00255351 -0.00382738 0.0267422 0.00169919 -0.00887235 -0.000446829 -0.00142927 0.0432195 -0.00022929 -0.00301717 -0.00418427 -0.00533376 -0.00302075 0.00106094 internal_weight=0 14268.7 13220.7 1047.99 11773.9 835.228 2717.65 1446.77 501.549 208.209 9056.24 9052.25 2390.59 163.286 556.938 407.421 945.225 114.742 1.07814 414.035 537.767 9.39825 9.30921 0.375397 6661.66 84.1583 72.1515 510.225 98.1917 30.4118 internal_count=911180 792270 280770 511500 134345 118910 36312 146425 67455 21041 98033 97998 35127 1617 16558 58378 78970 1226 90 12961 342156 9665 9640 235 62871 1133 1003 169344 32808 1466 is_linear=0 shrinkage=0.01 Tree=695 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 9 10 9 10 9 9 4 5 9 5 9 9 9 5 9 9 4 4 5 0 5 5 5 9 0 split_gain=689.31 490.811 58.6513 32.8286 32.2822 31.7477 27.2119 38.017 19.9985 15.4207 13.3344 13.2201 14.7538 13.0002 21.407 39.8962 12.6387 12.5314 25.4139 12.4603 11.9902 14.6372 13.9541 12.9412 12.5391 11.7335 11.6328 11.269 12.4279 11.3039 threshold=0.99997490644454967 9.0361113507242425e-06 0.0006371206545736001 6.6807518805944721e-07 5.5250000000000012 4.8650000000000011 0.98755538463592529 3.9350000000000005 0.99999946355819713 3.3950000000000005 3.9050000000000007 1.5000000000000002 82.500000000000014 3.1450000000000005 32.500000000000007 4.9750000000000005 3.3250000000000006 4.4350000000000014 88.500000000000014 9.0500000000000025 4.8950000000000005 11.500000000000002 7.5000000000000009 408.50000000000006 1.0000000180025095e-35 35.500000000000007 348.50000000000006 150.50000000000003 3.1750000000000003 1.0000000180025095e-35 decision_type=2 2 2 2 10 10 2 10 2 10 8 10 2 10 2 8 8 10 2 10 10 8 10 2 2 2 2 2 10 2 left_child=1 3 4 -1 16 6 9 10 13 27 -8 25 -13 -2 -15 -16 -3 18 -14 -5 26 22 23 24 -22 -11 -7 29 -29 -4 right_child=8 2 5 19 -6 20 7 -9 -10 11 -12 12 17 14 15 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0088619168646156214 0.0087829937638015925 -0.0042165404031079242 -0.0014276438315368276 -0.005664786864907523 0.0012960883133379276 0.0027976856248967852 0.0023266184158353457 -0.0025886547171523563 0.0097661437521903149 0.0010028649248509077 0.0064205256486233762 -0.0017692721170075444 0.045693215976506767 0.0056528474151684386 0.0041030523696493392 -0.02925899561689373 -0.001938536280178296 -0.0022450400703249128 0.0049652510047182834 0.0015818594116307572 0.0010052498639377887 0.010190354794063662 -0.010038153524597745 -0.0034122117479453212 -0.00025140444539906121 -0.0011472508101977774 0.024651080781831102 0.0028050493668244397 -0.0043891209050600398 -0.00021625992041664641 leaf_weight=533.04280357650714 99.439622391713783 342.6990317646414 2134.5630416506901 482.58792474522488 259.59909493860323 228.84855819493532 323.90555635280907 145.08974392153323 621.04773569013923 1431.3148633139208 105.46624925499782 485.54925711126998 1.5904440078884352 91.220151777844876 10.979690685868265 5.3218837529420844 841.84614026127383 26.741261325310916 41.762047446798533 24.954528679780196 4066.0195956318639 16.210759617388248 12.133745555765925 75.459101508837193 986.71512900758535 308.51353169372305 2.462037357967346 145.51621950045228 28.757945110090077 1205.259340941906 leaf_count=342156 15140 18056 16926 160461 22440 2405 8145 1050 97869 13852 8677 7216 39 5516 329 56 105929 763 886 8883 47720 166 176 1298 9376 5050 47 1196 360 8997 internal_value=0 -0.000516317 4.3235e-06 -0.00712874 -0.00189766 0.000237654 -0.000239429 0.00183679 0.008869 -0.00044473 0.0033322 0.000192728 -0.00115015 0.00617685 0.0037666 -0.00678847 -0.00259758 0.0031386 0.00645941 -0.00530849 0.000802946 0.000703032 0.000673112 0.000698456 0.000759846 0.000621598 0.00303029 -0.000861128 0.0016179 -0.000990485 internal_weight=0 14256.6 13216 1040.59 1444.14 11771.9 6384.03 574.462 828.009 5809.57 429.372 2295.47 555.643 206.961 107.522 16.3016 1184.55 70.0938 43.3525 507.542 5387.85 5156.54 5140.33 5128.19 5052.73 1739.83 231.311 3514.1 174.274 3339.82 internal_count=911180 792270 280770 511500 146425 134345 73157 17872 118910 55285 16822 27806 8904 21041 5901 385 123985 1688 925 169344 61188 58736 58570 58394 57096 18902 2452 27479 1556 25923 is_linear=0 shrinkage=0.01 Tree=696 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 3 10 10 4 3 4 2 10 1 2 4 2 10 3 2 2 10 2 10 4 3 1 3 1 split_gain=681.279 484.733 57.636 32.8714 27.3109 20.0717 13.4693 11.6254 11.4644 8.68032 8.21889 6.83576 6.82955 6.70909 20.1683 6.46551 8.11576 13.5466 22.2737 43.4217 5.73287 7.70949 6.76605 5.49801 7.80568 5.42752 6.39696 5.30472 8.4349 11.6493 threshold=0.99997490644454967 9.0361113507242425e-06 0.0013712961226701001 6.6807518805944721e-07 0.99766892194747936 0.99999946355819713 27.500000000000004 0.18897357583045957 0.00014260681928130004 3.5000000000000004 42.000000000000007 6.5000000000000009 0.8185736677115989 5.5826109246481803e-07 0.11152570480928686 0.78297101449275375 6.5000000000000009 0.8577380952380953 2.7763753678300422e-06 28.500000000000004 0.60061349693251542 0.5884438881935754 0.99894970655441295 0.82274865591397861 7.8110180766088902e-05 1.5000000000000002 28.500000000000004 0.41202270381836947 29.500000000000004 0.42362911266201403 decision_type=2 2 2 2 2 2 8 2 2 8 8 10 2 2 2 2 10 2 2 10 2 2 2 2 2 10 10 2 8 2 left_child=1 3 8 11 7 -2 -6 10 12 20 -4 -1 -3 -13 -15 -5 -17 18 19 -18 21 -8 25 24 -14 26 -22 -9 29 -29 right_child=5 2 4 15 6 -7 9 27 -10 -11 -12 13 23 14 -16 16 17 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0090037578737585874 0.0061533675883850125 -0.0029929241094989369 -0.00021766058368388836 -0.0058367795537273672 0.0044191544535923397 0.0097618934449649405 0.0021034148551126257 0.00073314038188311385 -0.00097452878401963557 -0.0028593648060732772 0.020362835366754796 -0.002165378799257153 0.0060072526961287452 0.14045414169780526 -0.010034466305113817 -0.0031487143227325633 -0.010020969252227327 -0.010044360707417366 -0.010026751210131536 0.43978573743292076 0.0081126103873222777 0.0088767002047842256 0.0014487342855523044 -0.00062959009217730623 0.073147219478425993 0.0010073589327863675 -0.0075256233631004381 -0.0076021136038346539 0.00056425712019032034 -0.00045069526359173544 leaf_weight=519.0496603565407 205.68455094005913 631.42334034468513 4963.6558532221243 407.39522229350405 190.26774725550786 615.1345827372279 323.28787125367671 3083.0863297395408 1120.383351019118 45.288733598776162 1.9412055537104596 8.9103276550304109 0.62126251752488215 0.13280784268863577 0.27032583311665803 97.118380084750243 0.041484805173239603 0.20813572918996215 0.078885502647608519 0.044463355676271021 2.9259112402796772 17.725954159162939 121.98450293298811 127.03678896150086 0.24007495958358049 19.660072855651379 24.676718616858125 23.347676308825612 1581.5608350774273 933.62958842050284 leaf_count=332491 21041 92296 62429 136536 4320 97869 10624 18849 54582 896 13 9426 107 17 222 32668 21 61 35 23 38 282 3128 15387 21 217 382 136 10925 6138 internal_value=0 -0.000511559 4.2767e-06 -0.00710783 0.000273258 0.00885765 0.00212282 0.000142965 -0.00161745 0.00133636 -0.000209615 -0.0088514 -0.00256609 -0.000360059 0.0395423 -0.0052832 -0.00296991 0.0435882 0.11131 0.222676 0.00170876 0.00245549 0.00020418 -0.000458867 0.0247207 -0.003008 -0.00586795 0.0004544 0.000115867 -0.000625171 internal_weight=0 14246 13212.7 1033.25 11333 820.819 745.818 10587.2 1879.7 555.55 4965.6 528.363 759.321 9.31346 0.403134 504.887 97.4913 0.372969 0.164834 0.0859482 510.261 341.014 169.247 127.898 0.861337 47.2627 27.6026 5621.62 2538.54 956.977 internal_count=911180 792270 280770 511500 118377 118910 19887 98490 162393 15567 62442 342156 107811 9665 239 169344 32808 140 79 44 14671 10906 3765 15515 128 637 420 36048 17199 6274 is_linear=0 shrinkage=0.01 Tree=697 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 3 5 10 3 2 5 10 5 10 2 2 1 1 10 2 5 10 3 1 2 3 10 5 2 split_gain=673.292 478.719 56.5738 32.912 27.1789 20.1695 12.7135 11.793 12.3209 11.3151 10.1197 9.34217 8.89795 8.24592 14.826 15.357 8.93157 14.2204 42.7697 10.5053 7.37816 7.39272 7.30131 8.00345 6.97958 11.2646 10.5701 9.26722 20.8998 6.93585 threshold=0.99997490644454967 9.0361113507242425e-06 0.0011766494717448501 6.6807518805944721e-07 0.94052824378013633 0.99999946355819713 18.500000000000004 188.50000000000003 0.00012842786236425005 11.500000000000002 0.66781609195402314 50.500000000000007 0.99766892194747936 328.50000000000006 0.00085471442434935016 0.77728174603174616 0.77836257309941537 0.24494897959183673 0.24165739710789766 7.0975467679090811e-05 0.67574992574992587 249.50000000000003 0.068259380757808671 42.000000000000007 0.15434243176178658 0.85037313432835837 29.500000000000004 1.2869933016190773e-05 202.50000000000003 0.8185736677115989 decision_type=2 2 2 2 2 2 8 2 2 10 2 2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 10 2 2 2 left_child=1 3 7 -1 22 11 9 8 29 12 -9 -2 -6 20 16 -16 17 18 19 -15 21 -12 23 -4 25 26 -22 28 -27 -3 right_child=5 2 4 -5 6 -7 -8 10 -10 -11 13 -13 -14 14 15 -17 -18 -19 -20 -21 24 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.0088408085557149987 0.0070166125615284845 -0.0033719962544824624 -0.00032899034119171977 -0.0052579487552327072 -0.0001646368770281089 0.0097576225681492556 0.0010026215412088947 -0.0010235044525532077 -0.0011608164714540213 0.0062369085793921031 0.058815112950922517 0.00098658991533435124 0.0048917757149469152 0.047656484604027681 0.084168016691517647 0.014739215371385304 0.0008943125359610753 0.0076644103221854545 0.16849286282090919 -7.4803922542298422e-05 -0.010104909398671128 -0.010149224856547033 0.00025438062064390385 0.022266536147860273 -0.0030805071827974297 0.16581124326293786 0.091675568285344497 0.0026397494341789379 0.013284198393151911 -0.0006510709458804868 leaf_weight=523.73102766391821 174.34395187301561 557.49673314322717 3671.8721420848742 502.26165351615055 92.019711678847671 609.27912384481169 1919.127045083791 65.801028062240221 995.48983158962801 90.469745706766844 0.43522600294091063 30.133422293234617 55.970064684282988 0.86250871699303944 0.52959861839190014 0.79958968237042427 9.0669706221669895 6.1832385449670255 0.22378709190525103 0.99080463382415473 0.15613388211932289 0.24179054563865066 5599.1561095695943 1.5682591870427121 17.025826083263382 0.11369111854582925 0.29448391986079514 8.535076159401795 0.42813588376156986 112.60725030023605 leaf_count=342156 19575 79477 55778 169344 758 97869 29594 10653 49510 1309 70 1466 1275 115 34 48 1205 950 17 91 27 45 32694 10 2564 19 34 810 100 13583 internal_value=0 -0.000506914 4.2354e-06 -0.00708687 0.000262312 0.00884558 0.00127321 -0.00165553 -0.00186647 0.00345088 0.00149016 0.00612798 0.00174771 0.00509472 0.0102161 0.0424023 0.00774708 0.015269 0.037907 0.0221387 0.00158588 0.0341851 2.70934e-05 -0.000319344 0.000754717 0.00760832 0.0564098 0.0051856 0.0452888 -0.00291476 internal_weight=0 14233.5 13207.5 1025.99 11430.2 813.756 2157.59 1777.28 1665.59 238.46 111.688 204.477 147.99 45.8869 18.6565 1.32919 17.3273 8.26034 2.0771 1.85331 27.2304 0.677017 9272.6 3673.44 26.5533 9.52752 0.450618 9.0769 0.541827 670.104 internal_count=911180 792270 280770 511500 121418 118910 32936 159352 142570 3342 16782 21041 2033 6129 2460 82 2378 1173 223 206 3669 115 88482 55788 3554 990 61 929 119 93060 is_linear=0 shrinkage=0.01 Tree=698 num_leaves=31 num_cat=0 split_feature=6 5 5 1 0 1 2 5 2 2 5 5 0 1 1 5 1 5 5 0 5 1 1 5 5 5 2 5 1 5 split_gain=11.7569 4.98868 11.5173 5.1748 11.8206 24.4168 12.5067 20.0852 11.1981 16.7934 15.4856 51.5933 18.9743 11.2472 10.8787 10.0809 9.5644 8.63671 9.55334 7.93534 13.6271 7.66368 8.40753 7.61655 7.33417 7.16256 7.09694 7.01857 7.2839 12.6299 threshold=1.0000000180025095e-35 414.50000000000006 396.50000000000006 0.18142633228840127 1.0000000180025095e-35 0.10022831050228312 0.8238526179702651 1.5000000000000002 0.68783602150537648 0.66349106014087067 14.500000000000002 45.500000000000007 1.0000000180025095e-35 0.34387500000000004 0.32444286391654814 336.50000000000006 0.32667994026879044 34.500000000000007 32.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 0.46126568466994 0.37886762360446574 1.0000000180025095e-35 1.5000000000000002 135.50000000000003 0.99938118811881205 247.50000000000003 0.49184758529020828 21.500000000000004 decision_type=10 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 17 7 -1 9 13 -11 -12 -13 -5 25 -10 -16 18 24 23 21 22 -21 -15 -6 -14 -26 28 29 -22 right_child=-2 -3 -4 8 5 -7 -8 -9 15 10 11 12 14 19 16 -17 -18 -19 -20 20 27 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=0.00059731486913418091 0.015413549709951384 -0.0016361853221267262 0.0074109392282956064 -0.0052931293052937232 -0.00074565016870692196 0.0056716521176066615 0.00029157338100654754 0.0040608397001921561 -0.00097531078009888464 0.00043992149960923459 0.0084828558934265091 -0.0015775267893350258 0.013909400592657269 0.00020784957920179917 0.053351216478521757 0.006053314691392339 0.016986850096723446 -0.0057418137460396928 0.032501293308434702 0.0029250923749922558 -0.0040816183917107953 -0.00028886085827167058 -0.0063290792147320286 -0.00052317570536751848 -0.0002552435448592848 -0.015066424984091721 0.0030291838959254527 0.014960034063367211 0.001455661109460866 0.0032108564110215829 leaf_weight=473.8277483638376 4.9463290069252244 185.44833942578407 21.020831849542446 41.731083611957729 1498.5315087419003 65.463699793908745 1976.0223929522326 258.92676907632267 1594.8815744268941 509.56282390415436 113.01777136971941 129.34463586105267 1.813559351721777 2252.3743862906704 0.88052758434787382 20.670578129938804 4.0500570032163523 31.426048920140602 0.87924454500898619 12.77524120302405 63.72625726822298 588.79984051734209 42.401205272297375 3881.2163874743856 168.50493301474489 1.6108165592886505 107.92598630557768 3.7089313222677438 934.39939527987735 37.858200083835982 leaf_count=11040 246 25614 2453 3632 56418 2875 114160 6857 138616 21784 5215 15141 100 104697 12 1759 139 963 22 614 3516 24952 1813 307306 10737 57 3170 309 45150 1813 internal_value=0 -6.19827e-06 1.41745e-05 3.68029e-06 0.000283007 -0.000327885 0.000705352 0.00182119 -0.000121357 2.18475e-05 0.00144101 0.00347563 -0.000634086 -0.000115442 0.0139715 -0.000885381 0.023481 -0.000545203 -0.000453242 -8.78019e-05 0.000520312 -0.000622807 -0.00418642 -0.000254729 -0.000469566 0.000279256 0.00102708 0.00122835 0.00117919 -0.00136388 internal_weight=0 15022.8 14837.4 14816.3 4581.51 1872.73 2708.78 732.755 10234.8 8619.27 760.28 250.717 137.7 7858.99 8.35496 1615.55 4.93058 1807.27 1775.84 7817.26 1683.67 643.976 55.1764 6133.59 1774.96 3.42438 276.431 1039.69 1035.98 101.584 internal_count=911180 910934 885320 882867 206242 74185 132057 17897 676625 536250 42448 20664 15449 493802 308 140375 151 71310 70347 490170 78167 27379 2427 412003 70325 157 13907 50788 50479 5329 is_linear=0 shrinkage=0.01 Tree=699 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 3 10 5 10 5 10 5 2 2 2 2 2 3 2 0 2 3 2 10 2 5 2 5 2 2 split_gain=665.496 474.867 56.6541 32.9552 31.163 14.4513 13.9986 11.4005 11.3234 10.148 8.87335 8.69982 16.0551 11.8067 8.10502 17.9555 9.92584 36.902 26.0683 9.53191 17.8215 8.15437 15.6845 12.1371 7.13397 12.7379 9.34567 12.5908 6.95035 9.60462 threshold=0.99998754262924205 9.0361113507242425e-06 0.0023884368129074005 6.6807518805944721e-07 0.99766892194747936 18.500000000000004 0.00014260681928130004 340.50000000000006 0.99999946355819713 5.5000000000000009 0.65440738201141369 313.50000000000006 0.64729990356798472 0.44491129785247435 0.69576423128641873 0.77836257309941537 0.74478940512375169 28.500000000000004 0.7576941287878789 1.0000000180025095e-35 0.63680926916221037 29.500000000000004 0.70853559870550176 4.5118455091142102e-05 0.8185736677115989 15.500000000000002 0.82274865591397861 84.500000000000014 0.85037313432835837 0.73368794326241138 decision_type=2 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 10 2 2 2 2 2 2 2 2 left_child=1 3 6 -1 9 -6 7 24 -2 10 -4 -7 13 -13 19 16 21 18 -18 -9 -21 -16 23 -23 -3 -26 27 -27 29 -12 right_child=8 2 4 -5 5 11 -8 14 -10 -11 28 12 -14 -15 15 -17 17 -19 -20 20 -22 22 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.0088299278562203216 0.0067105830094831981 -0.0031776315633141577 -0.0003033604657601226 -0.0052319205863084143 0.0057885998672428038 0.0019181845464790841 -0.00086258730960780906 -0.0017978679016266341 0.0097533473333160665 0.00060590999228846978 0.00047503418107858875 -0.014743998276244839 -0.016489846267418611 0.0065546174833415504 -0.010090766539741454 1.0460580055590269e-05 0.18867675419913765 0.014780032720036806 0.052470575358628299 -0.010062618455853012 0.1436024695609146 0.045011983229638688 0.00554488529310354 0.17998871089599416 -0.0033434000568434027 0.085957481200580568 0.0027034575160257189 -0.010090973228713017 0.0019445871380173714 -0.0021827615531420665 leaf_weight=519.0536847957992 153.39085052162409 610.81025117333047 4609.1492075929418 499.58090321603231 99.623242336791009 671.79141131788492 1526.2384978083428 12.075654387241229 603.47313908557408 3495.9667794806883 1640.7302288385108 3.3906340263783958 7.385231412947177 11.200184230692683 0.8288737913826465 4.9468929356662557 0.25124383252114024 1.1996806005481631 0.31882317876443267 0.18001703103073019 0.12995960679836571 0.18158397206570953 0.64018487592693418 0.10522222938016057 70.311048702336848 0.31217274349182744 52.959119417355396 0.24250408797524869 281.74032070115209 148.25392037723213 leaf_count=342156 17679 88547 36612 169344 2455 20550 64734 2930 97869 35140 13643 45 59 140 146 859 21 167 37 36 11 39 136 16 7809 39 6979 39 2052 891 internal_value=0 -0.000485786 1.99991e-05 -0.00706531 0.000318219 0.00222707 -0.00141367 -0.00252695 0.00913668 0.000169389 -5.90677e-05 0.00171565 -0.00447578 0.00160522 0.00476334 0.0123002 0.0295444 0.0462575 0.1125 -0.000392338 0.0543624 0.0126992 0.0330769 0.0945317 -0.00273394 -0.000545276 0.00313114 0.0439652 0.000484694 0.000254781 internal_weight=0 14269.6 13251 1018.63 10969.2 793.391 2281.73 755.493 756.864 10175.8 6679.87 693.767 21.976 14.5908 20.8581 8.47251 3.52561 1.76975 0.570067 12.3856 0.309977 1.75586 0.926991 0.286806 734.635 123.825 53.5138 0.554677 2070.72 1788.98 internal_count=911180 795632 284132 511500 111587 23249 172545 107811 115548 88338 53198 20794 244 185 4398 1421 562 225 58 2977 47 337 191 55 103413 14866 7057 78 16586 14534 is_linear=0 shrinkage=0.01 Tree=700 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 5 4 2 2 5 2 1 10 2 2 1 10 0 2 1 1 1 2 1 10 2 2 split_gain=657.901 468.932 55.5916 32.9924 30.616 13.788 11.386 11.1666 9.94343 16.9466 11.2297 11.864 9.11313 19.9563 14.5187 8.69844 7.80253 16.8529 9.21176 12.2036 8.86222 14.5986 8.654 7.38299 10.9584 28.2044 8.47921 7.09522 8.4595 7.03566 threshold=0.99998754262924205 9.0361113507242425e-06 0.0023884368129074005 6.6807518805944721e-07 0.99766892194747936 0.00014260681928130004 0.99999946355819713 340.50000000000006 5.5000000000000009 4.5000000000000009 0.30032679738562096 0.30810147299509005 313.50000000000006 0.64729990356798472 0.56014184397163136 0.65440738201141369 0.69576423128641873 0.77836257309941537 0.25092592592592594 7.0975467679090811e-05 1.0000000180025095e-35 0.63680926916221037 0.91759259259259263 0.69282051282051293 0.68438714235252573 0.31281565656565663 0.74891304347826104 0.036334333941340412 0.61560191221208183 0.8185736677115989 decision_type=2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 5 -1 8 7 -2 29 15 27 -11 -12 -6 14 -14 23 20 18 19 -18 22 -22 -9 24 -4 -26 -25 28 -10 -3 right_child=6 2 4 -5 12 -7 -8 16 9 10 11 -13 13 -15 -16 -17 17 -19 -20 -21 21 -23 -24 26 25 -27 -28 -29 -30 -31 leaf_value=-0.008819172049704508 0.0066869905863976252 -0.003155622133212947 -0.00017333730751588447 -0.0052066068259221075 0.002407019514462449 -0.00085461695219226708 0.0097490339877306133 -0.0025512903783785844 -0.0011320435914076528 -0.0085845490046923371 0.031473183041828737 -0.0016442844872541682 0.0070612155840340807 -0.016321544543371067 -0.015233238546982573 0.00047996946962178933 0.056340175436966018 1.0355821047771699e-05 0.012241506755888084 -0.010099654440352886 -0.010061994127696219 0.12412041838971559 0.09166759409845851 -0.00489791415780968 -0.0041811451681436282 0.018404298961056515 -0.00091895172684102789 0.00096795821647097493 0.00085607342162001359 -0.00054023695148563511 leaf_weight=514.5126189836883 152.39769770833664 608.92922102508601 3904.6298830537125 497.00265869469149 765.79939308250323 1525.0737021663226 597.73150219069794 11.956012445269151 405.38013737555593 31.867668750695884 1.108989774249493 44.006260939873755 14.010966695845132 8.376036396250127 3.6903832415118805 2070.2070526266471 1.5005073056090608 4.9469436969375238 1.791808338020928 0.33889823057688762 0.17823683493770737 0.14874820271506906 0.09828707168344486 58.591484012082219 11.285550985485315 10.840070437639952 623.29212647955865 2560.9037185171619 453.39779894892126 123.7621582027059 leaf_count=342156 17679 88547 31394 169344 22969 64734 97869 2914 8870 256 12 477 167 65 48 16586 178 859 342 42 36 11 16 629 119 55 4415 17458 8067 14866 internal_value=0 -0.000481358 1.97987e-05 -0.00704416 0.000315093 -0.00140144 0.00912694 -0.00250797 0.000167701 0.000599731 -0.00404018 -0.000830215 0.00220906 -0.00360434 0.00241326 -5.84855e-05 0.00468894 0.0120191 0.0283791 0.0440991 -0.00038964 0.0509787 -0.00178306 -0.00030036 -0.000133571 0.00688421 -0.00126085 0.000704183 -8.24034e-05 -0.00271385 internal_weight=0 14257.6 13246.1 1011.52 10967.4 2278.72 750.129 753.651 10175.5 3496.66 76.9829 45.1153 791.877 26.0774 17.7013 6678.85 20.9594 8.57816 3.63121 1.83941 12.3813 0.326985 12.0543 4608.64 3926.76 22.1256 681.884 3419.68 858.778 732.691 internal_count=911180 795632 284132 511500 111587 172545 115548 107811 88338 35140 745 489 23249 280 215 53198 4398 1421 562 220 2977 47 2930 36612 31568 174 5044 34395 16937 103413 is_linear=0 shrinkage=0.01 Tree=701 num_leaves=31 num_cat=0 split_feature=9 4 9 2 0 9 2 4 9 8 4 2 0 2 9 0 9 9 2 9 2 2 9 9 9 2 2 9 9 2 split_gain=17.4443 15.9871 11.5273 10.6667 20.9322 11.2457 17.6536 10.0569 21.2099 8.74364 7.46183 7.15634 28.0994 17.882 15.0814 14.76 14.1976 18.4489 13.1132 15.5829 13.0015 11.652 16.8465 15.929 14.6783 10.508 9.90333 13.5783 9.33059 8.86444 threshold=5.2550000000000008 3.5000000000000004 5.1050000000000013 0.45019083969465651 1.0000000180025095e-35 5.1250000000000009 0.44136745607333844 10.500000000000002 4.9150000000000009 inf 11.500000000000002 0.16749174917491746 1.0000000180025095e-35 0.4817045961624275 5.0950000000000006 1.0000000180025095e-35 2.5450000000000004 2.6250000000000004 0.52391349552921618 5.0250000000000012 0.13453458306399482 0.13453458306399482 4.8350000000000009 4.0250000000000012 4.9350000000000014 1.0000000180025095e-35 0.55594679186228502 3.2650000000000001 1.3750000000000002 0.84654631083202525 decision_type=8 10 10 2 2 10 2 10 10 8 10 2 2 2 10 2 10 10 2 10 2 2 10 10 10 2 2 10 10 2 left_child=1 2 11 4 5 6 -4 -3 10 -2 -9 12 16 -13 21 28 20 -18 19 -17 -1 23 -23 -14 -24 -19 27 -20 -15 -30 right_child=9 7 3 -5 -6 -7 -8 8 -10 -11 -12 13 14 15 -16 18 17 25 26 -21 -22 22 24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0032075555378499616 0.014312830986636476 -0.0030740133951250186 -0.0039720614141212909 -0.0022292758885007293 -0.0035967376054590722 0.0023786301919326265 0.028969627467127529 0.024651854344158803 0.012914516428822846 0.00043660499333501201 -0.0030972027087042692 -0.0011422583234656258 9.7991419245200572e-05 0.0027101278786987875 0.0088664442199981857 0.001674170489471096 0.0091212632683534498 0.0024567895993459609 0.0046128789046774848 0.01070418637024533 0.012222870010077647 -0.0022566858446294645 0.048202398674382065 -0.0025500861528846225 0.012040076965536651 -0.0014579224381937414 0.00018198411228328992 -0.011124278188848096 -0.00059766250926498305 0.00062511163049070633 leaf_weight=73.884245691355318 4.5447455125395209 293.14477124647237 48.168576309923083 500.21203177474672 116.4760566795012 230.44224117416888 1.683696687396149 0.99920705775730212 12.760903626098296 5478.1922437268076 32.114220600109547 1583.5842994810082 601.26591445505619 103.57317688385956 16.512073243153282 676.41118393454235 38.430805900134146 578.2912377534667 7.986791949253532 19.666047197533771 5.8963551023043683 7.3377635488286597 1.4192255272064356 365.08674807217903 5.367416160646826 77.791193037526682 573.27980892342748 17.486788311623968 2762.045806725393 754.90966929675778 leaf_count=1906 249 31395 2461 56197 4830 16342 141 31 382 409939 1558 92556 16349 3463 367 23507 542 11160 501 768 347 220 25 13691 84 4214 18601 639 170796 27919 internal_value=0 -0.000260181 -0.000181317 -0.00125806 -3.36452e-05 0.00144699 -0.0028595 -0.00239267 0.0019612 0.000448107 -0.00225987 -6.45344e-05 0.000498927 -0.000218106 -0.000611045 7.96293e-05 0.00192814 0.00238709 0.000995944 0.00192929 -0.00206714 -0.000770654 0.00824638 -0.000902449 0.0196024 0.00199263 -8.91151e-05 -0.00619017 -0.000248078 -0.000335196 internal_weight=0 9506.23 9167.21 896.983 396.771 280.295 49.8523 339.019 45.8743 5482.74 33.1134 8270.23 1771.28 6498.94 996.989 4915.36 774.294 694.513 1294.83 696.077 79.7806 980.477 14.1244 966.353 6.78664 656.082 598.753 25.4736 3620.53 3516.96 internal_count=911180 500992 467626 79971 23774 18944 2602 33366 1971 410188 1589 387655 48905 338750 30736 246194 18169 15916 44016 24275 2253 30369 329 30040 109 15374 19741 1140 202178 198715 is_linear=0 shrinkage=0.01 Tree=702 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 9 9 9 10 9 3 9 9 10 3 3 10 2 9 9 2 10 9 9 9 9 9 10 2 0 split_gain=650.308 462.902 54.5094 33.0356 30.7007 35.7211 28.6684 27.5566 17.5116 14.5776 19.5901 12.5204 12.197 12.3684 11.482 19.071 11.4495 11.0262 10.6049 18.2271 27.9069 17.1018 22.106 11.8783 10.2733 9.86765 10.9859 9.69961 9.46001 8.52273 threshold=0.99998754262924205 9.0361113507242425e-06 0.0016333823441527001 6.6807518805944721e-07 0.99766892194747936 3.4350000000000005 7.5550000000000006 3.9350000000000005 0.97252115607261669 3.1450000000000005 18.500000000000004 9.0500000000000025 5.4850000000000012 0.00032736793218645006 9.5000000000000018 7.5000000000000009 0.99999946355819713 1.0000000180025095e-35 5.2950000000000008 5.1150000000000011 0.31281565656565663 0.99977076053619396 5.205000000000001 5.205000000000001 5.0050000000000008 5.8350000000000009 6.3650000000000011 0.94052824378013633 0.70853559870550176 1.0000000180025095e-35 decision_type=2 2 2 2 2 10 8 8 2 10 10 10 10 2 8 10 2 2 10 10 2 2 10 10 10 10 8 2 2 2 left_child=1 3 7 -1 5 8 9 29 -4 -6 -11 -5 13 -9 15 24 -2 25 19 -12 -21 23 -23 -22 28 -17 -27 -19 -7 -3 right_child=16 2 4 11 6 14 -8 12 -10 10 18 -13 -14 -15 -16 17 -18 27 -20 20 21 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0088081511984808552 0.0066630550885054124 -0.0039872345237021573 -0.00087001881847038345 -0.0055439710164601856 0.0041002522890610654 -0.0011265974735580274 0.0061700685054788323 -0.0023048017150521802 0.0020382490282257644 0.0055849534021456372 -0.0007402484234557262 0.0017848055183770639 0.0008720931968362102 -7.7619079477211437e-05 0.00064918722334592147 -0.0046292311257465782 0.0097447055707619822 -0.0046080584922469792 0.0013436730037696461 0.0024620719309480514 -0.0018367578796577588 -0.055294660634590542 -0.011452178114448144 -0.022536991441498833 0.0013702260469108981 -0.023550275776616132 -0.0038811098559650256 0.0036893943804716819 -0.012317276784936384 -0.0014749837640282788 leaf_weight=509.93729334982345 151.39922632859088 441.91103330510668 3240.0615947796032 469.82547169993632 142.55571523215622 25.460598785430193 147.29786638612859 535.79602745932061 221.17385142715648 65.254567583091557 200.42788973916322 24.527585478732362 362.53318661358207 466.39275581343099 6650.8501407578588 14.814584182575347 591.97740068321582 65.965048110112548 207.62143297214061 11.378728371113541 6.0049108639359456 2.4008414838463059 2.2075104452669621 5.148996002972126 188.16014721710235 8.1445256434380973 4.359662003815175 17.914610214531422 10.740765591152011 194.45874382019974 leaf_count=342156 17679 27843 22539 160461 6172 348 10170 82333 4968 1074 2453 8883 27028 21490 64548 128 97869 698 3104 142 42 26 28 38 1573 57 27 113 127 7063 internal_value=0 -0.00047698 1.95439e-05 -0.0070224 0.000290312 0.000146559 0.00219071 -0.00150106 -0.00068418 0.00127912 0.000475499 -0.00518035 -0.000699734 -0.00126833 0.000558127 -0.0012467 0.00911708 -0.00463301 -0.000290638 -0.00178169 -0.00947245 -0.018088 -0.0342931 -0.0113926 0.00043163 -0.0101508 -0.0166925 -0.00283593 -0.00444682 -0.00321955 internal_weight=0 14243.3 13239 1004.29 11237.9 10447.6 790.298 2001.09 3461.24 643.001 500.445 494.353 1364.72 1002.19 6986.41 335.56 743.377 111.198 435.19 227.569 27.141 15.7623 4.60835 11.1539 224.362 27.3188 12.5042 83.8797 36.2014 636.37 internal_count=911180 795632 284132 511500 118375 95126 23249 165757 27507 13079 6907 169344 130851 103823 67619 3071 115548 1023 5833 2729 276 134 54 80 2048 212 84 811 475 34906 is_linear=0 shrinkage=0.01 Tree=703 num_leaves=31 num_cat=0 split_feature=9 1 1 9 1 1 5 0 3 9 9 1 9 9 3 5 9 9 9 3 0 5 9 9 9 5 5 3 9 5 split_gain=16.9129 17.4406 15.1512 20.4977 13.3582 15.5644 14.5866 12.8345 16.5852 14.8748 13.22 12.3456 12.0499 23.3502 11.7924 11.1129 10.4996 9.82238 9.51047 9.36367 9.08565 14.8165 16.4846 12.4514 10.5888 8.82615 8.61765 8.4291 16.8745 12.5688 threshold=5.2550000000000008 0.98936170212765973 0.51869322152341024 5.1050000000000013 0.48295234405269277 0.41202270381836947 212.50000000000003 1.0000000180025095e-35 17.500000000000004 5.0250000000000012 4.705000000000001 0.98936170212765973 6.1150000000000011 6.0750000000000011 19.500000000000004 497.50000000000006 5.3550000000000013 2.1250000000000004 3.1150000000000007 29.500000000000004 1.0000000180025095e-35 8.5000000000000018 3.0250000000000004 2.4350000000000005 2.6750000000000003 12.500000000000002 5.5000000000000009 28.500000000000004 5.3050000000000006 25.500000000000004 decision_type=8 2 2 10 2 2 2 2 10 10 10 2 10 10 10 2 8 10 10 8 2 2 10 10 10 2 2 8 10 2 left_child=1 2 3 4 5 -1 18 8 10 14 -6 15 13 16 17 27 -13 -9 26 -3 23 22 -22 -21 -25 -23 -7 28 -2 -30 right_child=11 19 -4 -5 7 6 -8 9 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 20 21 25 -24 24 -26 -27 -28 -29 29 -31 leaf_value=1.2976323090739607e-05 0.0035687172310499165 -0.00071863111973248419 -0.0011266967562269636 -0.0018030548812711345 0.010015034094155264 -0.0025745806039598755 0.0026552163695603638 -0.020788588733784495 -0.00063031547944773282 0.010387150779028267 -0.0050599057283120382 -0.0079439718838709115 -0.0031434691700189307 0.020667560530169986 0.0018463746668382248 -0.0037363331112500648 9.6994947775689948e-05 -0.0026397100194718781 -0.0031465940039119545 -0.0028601266705382223 0.0036348935425626217 0.059508784807868705 -0.0031102877323059483 0.010114393023112581 0.0034816985708456391 0.014347670024750368 0.0020125529072856137 0.00036455929830213861 5.4124121838584806e-05 0.0020892891407875594 leaf_weight=4456.9546228396939 262.49417911615456 137.68812534690369 2001.5714980455232 669.57945632998599 25.961733704607468 80.888885764637962 68.16463647398632 3.6451743524521616 510.69535712321522 19.90215697477106 7.497196424228604 17.014988625189289 175.109271252295 5.4037162107415488 656.37649435002822 58.38069105730392 355.98647409793921 16.392733084387146 369.51306929939892 26.960751184727997 66.794752428075299 0.56800958910025601 79.183950566337444 27.741260919487104 181.8504389943555 1.8173789415741337 82.956999709364027 3288.7268456704915 837.60321209859103 475.8484007071238 leaf_count=201368 17444 5404 131539 60625 1482 2897 5570 112 24405 786 1278 645 4162 80 22600 9201 12798 846 28432 791 2150 17 3091 491 4248 51 2809 223877 71892 70089 internal_value=0 -0.000256387 -0.000359847 -0.000139585 3.72422e-05 -0.000190805 -0.00170071 0.000967187 -0.000183453 0.00186638 0.00663717 0.00044146 -0.000974512 2.91855e-05 0.00161568 0.000600662 -0.000269805 -0.00594124 -0.00225741 0.00151943 0.00232 0.000380036 -2.39285e-05 0.00353673 0.00435959 0.0251015 -0.000252064 0.00065271 0.00125403 0.000791441 internal_weight=0 9492.7 8970.1 6968.53 6298.95 5058.48 601.524 1240.47 544.154 696.317 33.4589 5476.57 553.514 378.405 676.414 4923.05 373.001 20.0379 533.359 522.605 384.917 148.364 145.979 236.552 209.592 2.38539 163.846 4864.67 1575.95 1313.45 internal_count=911180 500992 484749 353210 292585 241076 39708 51509 27165 24344 2760 410188 17685 13523 23558 392503 13443 958 34138 16243 10839 5309 5241 5530 4739 68 5706 383302 159425 141981 is_linear=0 shrinkage=0.01 Tree=704 num_leaves=31 num_cat=0 split_feature=9 4 9 2 0 9 2 4 9 6 4 9 9 2 0 2 9 0 9 9 2 2 9 2 9 9 9 2 2 9 split_gain=16.5768 15.594 10.9616 10.377 20.4868 11.0168 17.0774 9.86507 20.8532 8.6601 7.2999 7.10905 10.0858 6.89661 27.465 17.1894 14.809 14.1358 13.7886 18.0328 12.7507 12.5779 14.8226 11.4649 16.5034 15.5806 14.1727 10.1769 9.72271 13.3265 threshold=5.2550000000000008 3.5000000000000004 5.1050000000000013 0.45019083969465651 1.0000000180025095e-35 5.1250000000000009 0.44136745607333844 10.500000000000002 4.9150000000000009 1.0000000180025095e-35 11.500000000000002 4.995000000000001 4.9850000000000012 0.16749174917491746 1.0000000180025095e-35 0.4817045961624275 5.0950000000000006 1.0000000180025095e-35 2.5450000000000004 2.6250000000000004 0.13453458306399482 0.52391349552921618 5.0250000000000012 0.13453458306399482 4.8350000000000009 4.0250000000000012 4.9350000000000014 1.0000000180025095e-35 0.55594679186228502 3.2650000000000001 decision_type=8 10 10 2 2 10 2 10 10 10 10 8 10 2 2 2 10 2 10 10 2 2 10 2 10 10 10 2 2 10 left_child=1 2 13 4 5 6 -4 -3 10 -2 -9 12 -10 14 18 -15 23 -17 20 -20 -1 22 -19 25 -25 -16 -26 -21 29 -23 right_child=9 7 3 -5 -6 -7 -8 8 11 -11 -12 -13 -14 15 16 17 -18 21 19 27 -22 28 -24 24 26 -27 -28 -29 -30 -31 leaf_value=-0.0031654483494178514 0.00042563780758703574 -0.0030395849906023143 -0.0039244859972254516 -0.002186833946941049 -0.0035499062191129043 0.0023663971680462116 0.02821649358392082 0.024361579996304894 0.011402585121323486 0.014347835508387705 -0.0030671103029328464 -0.00091489904416321166 0.035591118303831444 -0.0011200863541886113 9.3969740530405383e-05 -0.00024193228107022212 0.0087924420609988008 0.0016406656750248526 0.0090336874116841888 0.0024242096831775203 0.012167603835674442 0.0045711714314163815 0.010415674061630902 -0.0022224027666175061 0.047408123597150659 -0.0025269304044315388 0.011957439021244562 -0.0014319170352871838 0.00018087168264618717 -0.011062903202917864 leaf_weight=73.733150312211365 5472.602427246049 292.16779208747903 48.101458401302807 498.80808924720623 116.1841082071187 230.4131628832547 1.7119500087574113 1.0006226941477496 7.587567151698746 4.4715904376935205 32.021578995045274 2.9029566852841535 2.2305691122310236 1580.1836621586117 600.49636425357312 3614.6969428397133 16.484564134618267 675.61722666071728 38.223187869880348 578.18859948334284 5.8540538270026437 7.948623435804623 19.814482983783819 7.3248305444139969 1.4287400713656095 364.50254786515143 5.3525725424988195 77.629783814714756 572.70008244347991 17.359896572772413 leaf_count=1906 409948 31395 2461 56197 4830 16342 141 31 133 240 1558 211 38 92556 16349 202178 367 23507 542 11160 347 501 768 220 25 13691 84 4214 18601 639 internal_value=0 -0.000253881 -0.000175995 -0.00122704 -1.93282e-05 0.00144448 -0.00281989 -0.00236351 0.00195468 0.000437004 -0.00223598 0.012833 0.0168979 -6.20487e-05 0.000491388 -0.000212958 -0.000606923 7.90932e-05 0.00190481 0.0023569 -0.00203762 0.000976243 0.00189069 -0.000765174 0.00818496 -0.000896005 0.0194265 0.00196776 -8.71745e-05 -0.00615272 internal_weight=0 9490.67 9152.76 895.219 396.411 280.227 49.8134 337.911 45.7433 5477.07 33.0222 12.7211 9.81814 8257.54 1769.22 6488.32 995.59 4908.14 773.629 694.042 79.5872 1293.44 695.432 979.105 14.1061 964.999 6.78131 655.818 598.009 25.3085 internal_count=911180 500992 467626 79971 23774 18944 2602 33366 1971 410188 1589 382 171 387655 48905 338750 30736 246194 18169 15916 2253 44016 24275 30369 329 30040 109 15374 19741 1140 is_linear=0 shrinkage=0.01 Tree=705 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 10 5 1 3 1 3 3 3 1 5 5 5 3 10 1 1 3 1 3 10 4 3 split_gain=642.623 456.937 53.5187 33.0831 29.6788 13.4372 11.5142 10.9983 10.8183 9.43817 14.2615 10.012 8.11232 7.76991 9.7774 9.37861 12.9618 10.1668 8.16474 7.72325 7.70827 7.19979 7.14115 15.8956 8.65511 8.22993 29.0784 20.9192 9.41691 7.51496 threshold=0.99998754262924205 9.0361113507242425e-06 0.0023884368129074005 6.6807518805944721e-07 0.99894970655441295 0.00014260681928130004 0.99999946355819713 340.50000000000006 0.51461192965507518 142.50000000000003 0.34161778326644027 27.500000000000004 0.49844720496894418 18.500000000000004 11.500000000000002 7.5000000000000009 0.87585616438356173 1.5000000000000002 455.50000000000006 309.50000000000006 42.000000000000007 0.78322452306747448 0.30471628592483424 0.21889880952380952 1.5000000000000002 0.25092592592592594 28.500000000000004 2.7249308004684284e-05 3.5000000000000004 29.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 10 2 8 10 8 2 2 2 2 8 2 2 2 8 2 10 2 10 10 left_child=1 3 5 -1 8 7 -2 -3 20 11 19 -6 -12 14 15 -10 -17 -18 -15 -11 -4 -16 23 -9 -24 26 27 -25 -28 -27 right_child=6 2 4 -5 9 -7 -8 22 13 10 12 -13 -14 18 21 16 17 -19 -20 -21 -22 -23 24 25 -26 29 28 -29 -30 -31 leaf_value=-0.0087970913089544731 0.0066385602253971696 -0.0026780057986188492 -7.9882714367792112e-05 -0.0051537375906002617 0.0051722830864596283 -0.00083740467581748849 0.0097402995361746507 -0.00010855287494605024 0.0026667231156027888 -0.0031668981057299613 0.0059581579341287218 0.0020655953499563061 -0.0044117238689033609 0.00050418931412503061 9.0920729734750034e-05 -0.0001776109193798323 -0.0045246142082634305 -0.023576520914110437 -0.0043170796426758706 -0.016706774465355293 0.018493687365521212 0.0056079678374635223 0.094842864494779675 0.17637248051212789 -0.0010160272105864579 -0.010089705752619322 -0.00023001023004843812 0.056327923860803424 0.067830617977389679 0.030649475197723756 leaf_weight=505.42135906615295 150.38779056351632 729.22117821779102 6340.232510109432 491.69506745459512 138.77785524912179 1522.3318335837685 586.1407179661328 5.0062211131444219 111.6583815747872 9.6291259508579987 20.718583645299077 410.82255322206765 11.863657222129403 3649.9058762900531 31.463751327246428 81.644555675797164 8.0174161214381439 4.3049215972423545 35.466585282236338 7.4895054958760729 2.2352150827646247 95.298444516491145 0.094927330850620772 0.21447735326364648 12.136966230231337 0.84008693613577612 1.0135079033207146 0.44918673112988472 0.25429757800884556 0.9821751177078113 leaf_count=342156 17679 103413 62192 169344 4045 64734 97869 873 840 153 367 15104 195 26798 153 559 68 35 199 56 18 805 8 29 2945 151 152 29 14 197 internal_value=0 -0.000472509 1.9414e-05 -0.00700049 0.000309014 -0.00137721 0.00910697 -0.00247257 0.000183855 0.00247267 -0.00170046 0.00285006 0.00218234 0.000589859 0.00205417 0.00070755 -0.00162048 -0.0111806 0.000457791 -0.00909068 -7.3337e-05 0.00423858 0.00466376 0.0115559 -0.000272101 0.0271124 0.0414947 0.0951229 0.0134217 0.0118682 internal_weight=0 14229.2 13232.1 997.116 10959.5 2272.54 736.529 750.213 10360.2 599.301 49.7009 549.6 32.5822 4017.76 332.387 205.625 93.9669 12.3223 3685.37 17.1186 6342.47 126.762 20.9918 8.75995 12.2319 3.75373 1.93147 0.663664 1.26781 1.82226 internal_count=911180 795632 284132 511500 111587 172545 115548 107811 91667 19920 771 19149 562 29457 2460 1502 662 103 26997 209 62210 958 4398 1445 2953 572 224 58 166 348 is_linear=0 shrinkage=0.01 Tree=706 num_leaves=31 num_cat=0 split_feature=3 4 1 3 1 4 3 4 1 1 3 2 4 2 2 2 2 2 2 2 3 2 3 2 2 2 3 2 0 3 split_gain=12.0793 9.38984 9.17383 6.89888 6.51095 11.4595 5.64746 4.82665 6.08758 13.1358 8.65715 7.7998 6.82609 4.70713 9.97568 8.36089 14.1191 6.68541 6.48248 12.964 10.0741 9.61579 8.73417 7.09102 15.9263 14.526 14.2156 11.344 19.6072 11.102 threshold=42.000000000000007 2.5000000000000004 0.63673020527859248 1.5000000000000002 0.62532051282051293 5.5000000000000009 6.5000000000000009 3.5000000000000004 0.78596059113300509 0.80070921985815613 2.5000000000000004 0.22271825396825398 4.5000000000000009 0.96784532671629464 0.92890109890109895 0.87439320388349528 0.87577160493827166 0.95030864197530873 0.68783602150537648 0.66349106014087067 29.500000000000004 0.65465367965367982 1.5000000000000002 0.50155279503105599 0.59532897128316986 0.4817045961624275 27.500000000000004 0.16749174917491746 1.0000000180025095e-35 17.500000000000004 decision_type=10 8 2 10 2 8 10 10 2 2 10 2 8 2 2 2 2 2 2 2 10 2 10 2 2 2 10 2 2 10 left_child=1 13 4 -4 6 -6 -3 -5 11 12 -11 -9 -10 14 15 18 -17 -16 19 21 -20 23 -21 25 -25 26 -1 28 -28 -27 right_child=-2 2 3 7 5 -7 -8 8 9 10 -12 -13 -14 -15 17 16 -18 -19 20 22 -22 -23 -24 24 -26 29 27 -29 -30 -31 leaf_value=-0.0011191175430160141 0.014833024351106169 -0.0038647523927731941 0.014606239533096763 -0.00036940853934901093 -0.0017529450032557933 0.014169579689860363 -0.00034546355932273375 -0.01825629679802079 0.01080449129473148 -0.039929350089389963 -0.0028511092033736423 -0.0047006260460930515 -0.011278134821832998 0.00065089714634709969 -0.0033311320222931778 0.005643409025170412 0.00053255799127737054 -6.4596627808508904e-05 0.0003624918997043858 0.027096027167961081 -0.0011806467154790933 -0.0042735691571815903 0.00138160791811439 -0.0013719466919675156 0.00046394025988659004 0.0045722640897436339 0.0015462766834141669 -0.00037954468721025522 -0.00020393793457196876 0.00082418451092556449 leaf_weight=1032.9471928669373 5.4873376921750596 47.525766904233024 2.348393718013539 70.285976947227027 9.8716621950734424 8.3377563214162347 1123.9637300856411 4.4775210809893897 10.659414725902021 0.63403349532745679 92.230637722008396 81.612185935373418 1.6114302927162505 1287.3713625196833 146.86243025527801 69.577349561208393 242.25487304304261 109.27273650368443 717.3410040474846 1.3234172047814343 1031.2278568006004 52.025337775587104 692.90031602536328 1002.4177618023241 893.88168799271807 83.34536414971808 1210.2217793648015 2030.4324690049398 1358.6636934502749 1525.7531165723922 leaf_count=73587 307 8359 175 9193 2331 94 126449 279 391 26 4085 8004 132 37318 15620 3100 20575 10594 57307 64 70544 4099 35291 78271 64048 6597 30917 124727 50323 68373 internal_value=0 -6.49859e-06 -0.000770138 -0.00245705 -0.000396004 0.00553768 -0.000488236 -0.00261027 -0.00343392 -0.00181937 -0.00310426 -0.00540566 0.00790456 7.57975e-05 1.51139e-05 5.69872e-05 0.00167291 -0.00193756 1.36691e-05 0.00011296 -0.000547582 1.34188e-05 0.00143063 3.78268e-05 -0.000506542 0.000180381 -5.90126e-05 0.000179073 0.000620602 0.00101832 internal_weight=0 14941.4 1453.56 263.86 1189.7 18.2094 1171.49 261.511 191.225 105.136 92.8647 86.0897 12.2708 13487.8 12200.4 11944.3 311.832 256.135 11632.5 9883.91 1748.57 9189.69 694.224 9137.66 1896.3 7241.36 5632.27 4599.32 2568.89 1609.1 internal_count=911180 910873 159518 22285 137233 2425 134808 22110 12917 4634 4111 8283 523 751355 714037 687823 23675 26214 664148 536297 127851 500942 35355 496843 142319 354524 279554 205967 81240 74970 is_linear=0 shrinkage=0.01 Tree=707 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 9 9 10 10 9 9 5 1 2 9 2 1 9 5 10 9 5 9 10 9 5 9 9 9 1 split_gain=635.261 451.018 60.2892 31.4973 31.0675 38.145 28.3125 25.3092 17.2971 14.3817 16.2013 26.0593 34.0473 57.3867 14.7132 25.0126 13.5522 13.5241 12.8038 17.7655 17.9685 11.7203 12.6048 11.5733 11.4469 11.3297 11.5982 17.6861 13.8696 12.9114 threshold=0.99998754262924205 6.1143434777477532e-06 0.0006371206545736001 5.3250000000000011 0.99766892194747936 3.3950000000000005 7.5550000000000006 6.6807518805944721e-07 0.97252115607261669 3.1450000000000005 5.2950000000000008 126.50000000000001 0.40924344112263583 0.62871870397643603 5.1150000000000011 0.31281565656565663 0.85307609282245023 6.285000000000001 1813.0000000000002 5.4114738304633654e-05 5.495000000000001 150.50000000000003 3.1750000000000003 0.99999946355819713 3.3550000000000004 36.500000000000007 3.7650000000000001 5.035000000000001 4.995000000000001 0.85791925465838526 decision_type=2 2 2 10 2 10 8 2 2 10 10 2 2 2 10 2 2 10 2 2 10 2 10 2 10 2 10 10 10 2 left_child=1 7 3 16 5 8 9 -1 21 -6 14 -12 13 -13 -11 -16 -3 -9 -5 20 -20 -4 -23 -2 -10 -18 -27 28 29 -28 right_child=23 2 4 18 6 -7 -8 17 24 10 11 12 -14 -15 15 -17 25 -19 19 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-0.0087857768392830132 0.006615381389584494 -0.0029669627465845846 -0.0010440913545329798 0.00064932367654316247 0.0040634364531086514 0.00051420917781687869 0.0061311087786032215 -0.0061073277366877907 0.0023345994892313622 -0.00047953365642336855 0.0031729594971890629 0.011266711096697066 -0.036168888194566956 -0.025461306131288115 0.0030213611727221137 -0.01564801021341642 0.00058965697909348991 -0.00052856856672082054 0.16409759874221677 -0.010124105141623336 0.030659899419225374 0.0028677874351000598 -0.0044910280749988684 0.0097359189096025318 -0.014249654737495199 -0.0030317177827394594 0.13657593502812254 -0.010059060472581887 0.15724846455473493 0.033645419366540856 leaf_weight=500.88248919032048 149.44609353365377 1081.2481148269726 3251.0077831847593 349.7750990112545 141.75149054918438 7375.7594852717593 146.03601428214461 359.91893463477027 211.57941899076104 212.92454841174185 235.11074887961149 11.223085440695291 3.6422479152679434 6.8511600196361533 12.160271609202029 17.509208293631673 71.129678430617787 49.421251947700512 0.17199501930735905 0.36007643351331353 0.24418764864094555 141.3079243330285 27.867050957866013 580.52198782854248 4.2454578876495352 1.3821014757268124 0.13640154758468304 0.61627322214189906 0.1195337401004507 1.1436479286057872 leaf_count=342156 17679 121142 24472 40552 6172 83533 10170 132438 4894 2610 3850 89 22 35 151 150 3787 17246 15 37 30 1164 356 97869 39 99 32 154 23 214 internal_value=0 -0.00046823 -2.34656e-06 -0.0018863 0.00023817 0.000100972 0.00215735 -0.00727834 -0.000737293 0.00125227 0.000454367 0.00220486 -0.00827612 -0.00265528 -0.00139883 -0.00799622 -0.00268267 -0.00543378 0.000739357 0.0413075 0.0858054 -0.000910554 0.00165562 0.00909705 0.00200837 0.00144184 0.0192807 0.0345784 0.0542334 0.0446137 internal_weight=0 14215.5 13305.3 1506.33 11799 11011.8 787.209 910.223 3636.01 641.173 499.421 256.827 21.7165 18.0742 242.594 29.6695 1155.78 409.34 350.551 0.776259 0.416183 3420.18 169.175 729.968 215.825 74.5276 3.39796 2.01586 1.39958 1.28005 internal_count=911180 795632 303792 166085 137707 114458 23249 491840 30925 13079 6907 3996 146 124 2911 301 125451 149684 40634 82 45 25992 1520 115548 4933 4309 522 423 269 246 is_linear=0 shrinkage=0.01 Tree=708 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 3 10 10 3 4 1 1 3 10 4 10 10 4 4 1 1 3 3 1 10 10 10 1 3 1 split_gain=627.995 445.483 59.2322 31.0832 25.3473 13.9934 13.733 11.6355 9.37298 7.19755 6.89726 8.75443 10.5478 6.68041 19.6505 37.1306 6.62726 6.16128 5.93889 5.82152 6.20839 8.74864 19.1116 10.8299 9.78201 8.83584 7.35124 6.76454 11.1286 5.95927 threshold=0.99998754262924205 6.1143434777477532e-06 0.00042608799412840006 0.99766892194747936 6.6807518805944721e-07 18.500000000000004 0.068259380757808671 0.99999946355819713 42.000000000000007 6.5000000000000009 0.20091743119266059 0.19526212503504348 29.500000000000004 5.5826109246481803e-07 8.5000000000000018 5.7829336697068367e-07 5.9116524425917312e-05 2.5000000000000004 1.5000000000000002 0.33460559796437661 0.49844720496894418 20.500000000000004 18.500000000000004 0.37886762360446574 0.015218299813568552 0.0070173616986721008 0.0089773964136838514 0.54182569974554717 6.5000000000000009 0.44018348623853215 decision_type=2 2 2 2 2 8 2 2 8 10 2 2 10 2 10 2 2 8 10 2 2 10 10 2 2 2 2 2 10 2 left_child=1 4 16 6 9 -5 8 -2 19 -1 11 -6 -13 -11 15 -15 -3 -7 -12 -4 21 22 -21 24 25 -24 -23 28 -22 -28 right_child=7 2 3 5 10 17 -8 -9 -10 13 18 12 -14 14 -16 -17 -18 -19 -20 20 27 26 23 -25 -26 -27 29 -29 -30 -31 leaf_value=-0.0089366582005263404 0.0065915460273778571 -0.0028700978230428009 1.0754160105946515e-05 0.0056801043533326436 -0.004020763242568226 0.0020133128743908889 0.00035404839576083945 0.0097315135557822941 0.022668823882795151 -0.0017139329279531332 -0.0071805536917258061 -0.0043294570814665463 0.020660989423533192 0.32430989198653026 -0.010050246440960723 -0.010030469488377792 -0.0014236530673627753 -0.0007452298532763127 -0.0041038161091760689 -0.0020915706402505232 0.010858595971634777 -0.003202740416618618 0.019820899519258729 0.0050029189397454363 0.00052512679715876196 0.050689270216022493 8.020474320431182e-05 -0.00087887874624806045 0.00029269969109930376 -0.0032667295577651629 leaf_weight=487.69660800346173 148.49142945511267 544.05059511424042 2008.7920105606318 97.789177634287626 107.74757995078107 593.94116613315418 7005.3104462828487 575.00457910180558 1.7653220100328315 8.4273806997807661 201.53960838424973 3.506669199676252 3.2581808079848997 0.059780952578876945 0.2629908305243589 0.074750837928149849 758.20671544107608 93.747631573118269 91.093481596792117 37.370212499517947 10.156496344599871 262.87861449178308 3.2743082088418332 13.366490520536898 1.7102080434560774 1.293674763292074 192.49164985306561 1063.3658783598803 538.43591698305681 73.515802539885044 leaf_count=332491 17679 98610 33915 2455 33475 18893 45743 97869 12 9426 66454 1315 1319 8 185 46 58150 1901 47121 996 151 10220 101 376 23 19 2784 20052 8262 1129 internal_value=0 -0.000463906 -2.32569e-06 0.000217512 -0.00725811 0.00214058 8.28082e-05 0.00908706 -0.000368697 -0.0087747 -0.0054086 -0.00332796 0.00770679 0.000175716 0.0402358 0.138538 -0.00202794 0.00163726 -0.0062228 -0.000378365 -0.00073401 -0.00161558 0.00210616 0.0100915 0.0209253 0.028563 -0.00201678 -0.000413587 0.000488314 -0.000844779 internal_weight=0 14205.1 13301.5 11999.2 903.667 785.478 11213.7 723.496 4208.42 496.522 407.146 114.512 6.76485 8.8249 0.397523 0.134532 1302.26 687.689 292.633 4206.65 2197.86 585.901 57.0149 19.6447 6.27819 4.56798 528.886 1611.96 548.592 266.007 internal_count=911180 795632 303792 147032 491840 23249 123783 115548 78040 342156 149684 36109 2634 9665 239 54 156760 20794 113575 78028 44113 15648 1515 519 143 120 14133 28465 8413 3913 is_linear=0 shrinkage=0.01 Tree=709 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 9 9 10 10 9 9 9 2 9 4 4 10 9 9 1 1 4 9 9 9 1 9 1 10 10 split_gain=620.813 440.007 58.1585 30.5284 39.303 28.0474 27.9453 25.3845 17.2479 14.2071 15.9009 14.357 24.2121 13.4493 12.5663 12.0851 11.6977 11.1425 10.3724 30.8602 16.882 19.4758 13.6796 14.18 11.7697 11.4194 11.2701 11.1642 11.0652 10.2898 threshold=0.99998754262924205 6.1143434777477532e-06 0.00042608799412840006 0.99766892194747936 3.3950000000000005 7.5550000000000006 5.3250000000000011 6.6807518805944721e-07 0.97252115607261669 3.1450000000000005 5.2950000000000008 5.1150000000000011 0.31281565656565663 6.285000000000001 1.5000000000000002 2.5000000000000004 0.99999946355819713 3.3550000000000004 8.1200000000000028 0.11055555555555556 0.82683658170914553 3.5000000000000004 8.3400000000000016 8.615000000000002 8.8450000000000006 0.86715686274509818 5.705000000000001 0.66751700680272119 0.015218299813568552 0.99977076053619396 decision_type=2 2 2 2 10 8 10 2 2 10 10 10 2 10 10 10 2 10 10 2 2 10 10 10 10 2 10 2 2 2 left_child=1 7 6 4 8 9 -3 -1 -4 15 11 -11 -13 -9 -6 -5 -2 -10 20 -20 -16 25 -21 27 -25 -22 -27 -24 -28 -14 right_child=16 2 3 5 14 -7 -8 13 17 10 -12 12 29 -15 18 -17 -18 -19 19 22 21 -23 23 24 -26 26 28 -29 -30 -31 leaf_value=-0.0087635729476016194 0.006567652513758797 -0.0028303041285061593 -0.0009266114373087885 0.0046717404933325664 0.0007672056126288388 0.0060950767922644186 0.00061465245773212611 -0.0060609501214267834 0.0023129407305598824 -0.00049494157246359014 0.0021689417884486616 0.0029814124906121361 -0.010221395442563499 -0.00048179114094250546 -0.00017600051428567733 -0.0092426113096525063 0.0097270850802538712 -0.013969717539574723 0.0074710633570754083 -0.0084440584691936656 0.011812800469840857 -0.0041512555209426991 -0.00051927912643381642 -0.013223514758369165 6.0339401097891276e-05 0.001374170304396638 0.026001610918385838 0.029387258166821337 0.0064843806711139497 -0.02667763868353816 leaf_weight=492.20627073320793 147.54608221701346 990.83853886800352 3506.6829925263301 134.39776227530092 5246.4890227238648 144.9161292493809 308.87787521933205 355.79377617046703 211.10396969644353 212.68358400743455 255.74146532919258 12.110140228644015 12.129073046147825 49.180306826427113 2005.5805098186247 6.5460124611854544 569.54107201448642 4.2880908511579028 23.136852830648422 58.830662216991186 24.079566927161068 24.414092078339309 2.4293609596788874 8.7594067994505149 27.960425642319024 49.435670866630971 3.7534062508493689 2.5673920623958111 12.8486903719604 5.5330022219568482 leaf_count=342156 17679 118038 27936 6002 57564 10170 38722 132438 4894 2610 3996 151 85 17246 31270 170 97869 39 215 392 242 286 22 75 220 492 49 18 69 65 internal_value=0 -0.000459674 -2.30691e-06 0.000215385 8.19863e-05 0.00212304 -0.00201161 -0.00723782 -0.000757901 0.00122244 0.000429437 -0.00140539 -0.00790933 -0.00538341 0.000499344 0.0040255 0.00907701 0.00198878 -0.000126977 -0.00294192 3.72425e-05 0.00377138 -0.00533804 -0.000957795 -0.00310848 0.00591774 0.0037682 0.0148471 0.0108968 -0.0153766 internal_weight=0 14193.3 13296.1 11996.4 11212.4 784.057 1299.72 897.18 3722.08 639.141 498.197 242.456 29.7722 404.974 7490.29 140.944 717.087 215.392 2243.8 123.684 2120.11 114.531 100.547 41.7166 36.7198 90.1173 66.0378 4.99675 16.6021 17.6621 internal_count=911180 795632 303792 147032 123783 23249 156760 491840 32869 13079 6907 2911 301 149684 90914 6172 115548 4933 33350 942 32408 1138 727 335 295 852 610 40 118 150 is_linear=0 shrinkage=0.01 Tree=710 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 9 10 9 10 9 5 9 1 1 9 1 9 5 10 9 10 5 9 9 9 5 5 9 9 9 split_gain=613.706 434.588 57.1189 30.587 29.5058 36.5137 25.4198 23.3956 17.8877 14.0371 20.1557 24.6122 20.7645 48.4975 15.2739 13.3794 13.339 12.0364 15.59 13.4747 11.7597 11.5074 12.3701 11.4978 11.1112 11.077 10.9038 10.8354 16.0738 10.7951 threshold=0.99998754262924205 6.1143434777477532e-06 0.0006371206545736001 5.3250000000000011 0.99894970655441295 3.3950000000000005 6.6807518805944721e-07 7.5550000000000006 0.97252115607261669 3.2350000000000008 126.50000000000001 4.9050000000000011 0.43597197376267149 0.37886762360446574 5.2950000000000008 0.85307609282245023 6.285000000000001 1813.0000000000002 5.4114738304633654e-05 5.495000000000001 0.99999946355819713 150.50000000000003 3.1750000000000003 3.3550000000000004 3.3250000000000006 1.0000000180025095e-35 36.500000000000007 3.7650000000000001 5.035000000000001 5.1150000000000011 decision_type=2 2 2 10 2 10 2 8 2 10 2 10 2 2 10 2 10 2 2 10 2 2 10 10 8 2 2 10 10 10 left_child=1 6 3 15 5 8 -1 9 21 -6 14 -12 13 -13 29 24 -8 25 19 -19 -2 -4 -23 -10 -3 -5 -17 -28 -29 -11 right_child=20 2 4 17 7 -7 16 -9 23 10 11 12 -14 -15 -16 26 -18 18 -20 -21 -22 22 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-0.0087523353689418475 0.0065437016568027423 -0.0044431225611909781 -0.0010248807765946325 -0.0025250587888669702 0.0043051613335745092 0.00051550006783747469 -0.0060366258339868677 0.0063265699251407381 0.0021331317882097019 -0.00015252906821045661 0.0037645226156231815 -0.026639321501244737 -0.032673231909434108 0.0086682316686015563 0.0032569617656148498 0.00062701238125435277 -0.00047720240448413914 0.1396091568608355 -0.010122773971024599 0.029568095278820664 0.0097226331761218251 0.0028494597177913385 -0.0044507641673663979 -0.012678576051345914 -0.0022376251467060805 0.0016520846982933457 -0.0029784026379913011 0.051091926265093193 -0.010058241261826136 -0.0083606170827824431 leaf_weight=487.93129113747273 146.60996220912784 329.59801524993964 3249.7419056454673 83.365145650925115 123.02871019719169 7521.035011545755 353.66584818897536 121.0140034572687 254.65528858965263 133.79123331233859 12.831941477954386 7.5514435768127468 4.5790963396430007 8.0241527110338193 165.21241564117372 70.897780504310504 49.156799015065189 0.20001171762123604 0.35626241145655513 0.25082676718011498 564.13094697496854 141.34699658118188 27.772053292952478 5.351027373224496 744.18624665483367 266.1955476666335 1.3722814368084066 1.4713878433685752 0.607263171696104 18.202984871342778 leaf_count=342156 17679 18831 24472 7333 5667 85035 132438 9002 6709 1745 140 38 27 72 3021 3787 17246 15 37 30 97869 1164 356 51 102311 33219 99 269 154 208 internal_value=0 -0.000455412 -2.28316e-06 -0.00184131 0.000231374 0.000116164 -0.00721742 0.00240282 -0.000700235 0.00139942 0.000378584 -0.00706098 -0.0139533 -0.00844976 0.00115223 -0.00263055 -0.0053582 0.000744958 0.039318 0.0783871 0.00906689 -0.000892532 0.00165065 0.0018283 -0.0029146 0.000655897 0.00147191 0.0188299 0.0332273 -0.00113554 internal_weight=0 14183.4 13292.6 1498.5 11794.1 11199.9 890.754 594.236 3678.87 473.222 350.193 32.9866 20.1547 15.5756 317.207 1148.13 402.823 350.368 0.807101 0.450838 710.741 3418.86 169.119 260.006 1073.78 349.561 74.3487 3.45093 2.07865 151.994 internal_count=911180 795632 303792 166085 137707 117787 491840 19920 32752 10918 5251 277 137 110 4974 125451 149684 40634 82 45 115548 25992 1520 6760 121142 40552 4309 522 423 1953 is_linear=0 shrinkage=0.01 Tree=711 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 9 9 10 10 9 3 9 10 3 3 1 9 9 9 2 10 9 1 9 9 1 2 2 9 9 split_gain=606.677 429.225 56.1498 29.4881 37.7385 27.4551 27.058 25.4536 16.6074 13.801 18.8765 13.2288 11.8215 11.307 16.1861 11.2934 10.5796 9.73588 16.5921 24.9615 14.6324 19.194 13.6361 11.8452 9.31814 9.00174 22.5577 16.0983 14.8255 10.2675 threshold=0.99998754262924205 6.1143434777477532e-06 0.00042608799412840006 0.99766892194747936 3.3950000000000005 7.5550000000000006 5.3250000000000011 6.6807518805944721e-07 0.97252115607261669 3.1450000000000005 18.500000000000004 6.285000000000001 0.99999946355819713 9.5000000000000018 7.5000000000000009 0.98936170212765973 3.3550000000000004 5.2950000000000008 5.1150000000000011 0.31281565656565663 0.99977076053619396 5.205000000000001 0.081725417439703116 5.2150000000000007 5.0050000000000008 0.055738304093567205 0.77836257309941537 0.86391694725028068 6.2350000000000012 5.8750000000000009 decision_type=2 2 2 2 10 8 10 2 2 10 10 10 2 8 10 2 10 10 10 2 2 10 2 10 10 2 2 2 10 10 left_child=1 7 6 4 8 9 -3 -1 -4 -5 -11 -9 -2 14 24 -16 -10 18 -12 -20 22 -22 -21 -24 -6 -19 29 28 -28 -27 right_child=12 2 3 5 13 -7 -8 11 16 10 17 -13 -14 -15 15 -17 -18 25 19 20 21 -23 23 -25 -26 26 27 -29 -30 -31 leaf_value=-0.0087410169579752277 0.0065196942296226216 -0.0027902318866595381 -0.0009081578322400639 0.003976054738663852 -0.0042054898576589289 0.0060444498699987661 0.0005999745253704678 -0.0060122559330499734 0.0022770224914137483 0.0054822406738095943 -0.00074919957305628307 -0.00047265533058194408 0.0097181573574469625 0.00057650435995327794 -0.0032404254988303706 -0.01353463695511525 -0.01344231039159864 0.0045849273108364424 0.002406909860420223 -0.030817674601795249 -0.049970600479112379 -0.010371885411782198 0.004362590781218003 -0.019467814390556618 0.0011114648011071272 0.0043208592846217132 -0.010124545861284353 -0.001919297501440258 -0.038969154898357186 -0.0012801712059797713 leaf_weight=483.69868493668037 145.68298174766824 985.67714725271799 3505.7050155596808 139.89661387354136 39.385910101234913 143.35684002377093 309.29180413042195 351.55898156162584 210.31965450942516 64.185054603032768 200.22450348641723 49.133526045887265 558.77369545958936 7133.036913510412 106.44695559516549 11.842788223177193 4.3705099597573271 58.059586064890027 11.310595823451878 2.6045449227094677 2.6029122527688733 2.3107023984193802 5.4385851547121984 3.3834950551390648 202.06502854637802 60.371819170191884 4.2424381561577311 8.3480220008641464 3.0723102763295174 71.478707829490304 leaf_count=342156 17679 118038 27936 6172 669 10170 38722 132438 4894 1074 2453 17246 97869 86775 1263 93 39 960 142 27 26 28 33 20 2114 661 30 71 26 1356 internal_value=0 -0.000451195 -2.26307e-06 0.000211324 8.04746e-05 0.00209025 -0.00198051 -0.00719693 -0.000742819 0.0012011 0.000420994 -0.00533298 0.00905671 0.000489265 -0.00124053 -0.00427105 0.00195702 -0.000328476 -0.00175196 -0.00901314 -0.016918 -0.0313487 -0.0107126 -0.00477698 0.000244154 0.00124944 -6.33657e-05 -0.0114092 -0.0222397 0.00128443 internal_weight=0 14173.4 13289 11994.1 11213.2 780.887 1294.97 884.391 3720.4 637.53 497.633 400.693 704.457 7492.78 359.741 118.29 214.69 433.448 227.875 27.6508 16.3402 4.91361 11.4266 8.82208 241.451 205.573 147.513 15.6628 7.31475 131.851 internal_count=911180 795632 303792 147032 123783 23249 156760 491840 32869 13079 6907 149684 115548 90914 4139 1356 4933 5833 2729 276 134 54 80 53 2783 3104 2144 127 56 2017 is_linear=0 shrinkage=0.01 Tree=712 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 10 9 9 10 9 5 10 2 2 4 2 5 2 5 5 9 9 5 2 4 9 1 4 4 5 split_gain=599.725 423.918 55.2489 33.6068 33.7492 25.4861 24.7093 21.1153 14.4421 13.1189 12.4386 11.8832 11.653 12.6148 13.6897 11.4588 11.1188 10.9777 10.5583 10.1108 9.78003 16.5963 12.9451 9.44012 9.31314 18.2422 8.95908 14.8569 8.90519 8.76492 threshold=0.99998754262924205 6.1143434777477532e-06 0.00025326936156485003 4.8650000000000011 0.99894970655441295 6.6807518805944721e-07 3.8050000000000002 5.3550000000000013 0.0089773964136838514 6.285000000000001 408.50000000000006 0.99999946355819713 0.83939594356261027 0.71940522036799326 2.5000000000000004 0.87577160493827166 42.500000000000007 0.86984754376058737 25.500000000000004 1813.0000000000002 3.0250000000000004 4.1450000000000005 10.500000000000002 0.99938118811881205 3.5000000000000004 3.7650000000000001 0.73701079622132271 4.5000000000000009 1.5000000000000002 29.500000000000004 decision_type=2 2 2 10 2 2 10 10 2 10 2 2 2 2 10 2 2 2 2 2 8 8 2 2 8 10 2 10 10 2 left_child=1 5 7 4 8 -1 -6 -3 12 -7 23 -2 13 14 -4 17 18 24 -8 -9 -19 -22 -23 26 -14 -26 -5 -28 -21 -29 right_child=11 2 3 10 6 9 16 19 -10 -11 -12 -13 15 -15 -16 -17 -18 20 -20 28 21 22 -24 -25 25 -27 27 29 -30 -31 leaf_value=-0.0087296173575792287 0.0064956309594672188 -0.0029819542947317696 -0.0010669760437704578 0.0011151183327318098 0.004577139745324971 -0.0059878413929727601 -0.0036858499670579343 0.00025952251466106316 -0.00019078206698782438 -0.0004681493975787734 -0.0031365920240818594 0.0097136573896751364 0.00078057969548992899 -0.0047330285330401669 -0.0060378155065896775 -1.960047668809468e-05 0.0061812308321838464 -0.010751074666042812 -0.025172341346275263 -0.010109080899033633 0.052903194681997799 0.023519005477517733 -0.004241824266805274 -0.00044502471235019546 -0.010737314096475343 0.079020879203970468 0.00031894921357946158 -0.013501701020724163 0.072252654828919349 -0.0032221420393083551 leaf_weight=479.50803144997917 144.76505336002447 807.09560788690578 1076.3201940432191 4331.9956054263748 226.41881015803665 349.4729699541931 45.857890620827675 247.00185987993609 4979.925491056405 49.110485724115279 80.711781932972372 553.468807904399 16.812235029879961 119.93928535701707 58.409955434501171 114.611140568275 11.508101407438515 1.2282246779650456 2.4070359990000716 0.20562733709812064 1.2625669073313464 4.7246310426853606 2.6063735652714968 534.26264559105039 0.45737679488956828 0.44842201936990023 564.70107613829896 10.112616825383155 0.36307540698908269 46.140327938366681 leaf_count=342156 17679 110203 23215 59028 13632 132438 584 33441 39364 17246 1692 97869 581 3900 2610 2358 94 23 18 24 42 44 41 4721 10 31 6975 119 39 1003 internal_value=0 -0.000447005 -2.236e-06 0.00018713 -0.00029205 -0.00717636 0.00306741 -0.00219829 -0.000442825 -0.00530775 0.000760547 0.00904646 -0.0013414 -0.00164884 -0.00132285 0.00137215 -0.00265139 0.00716413 -0.00475741 0.000356492 0.015644 0.0194165 0.0136493 0.000817871 0.00246342 0.0336981 0.000954096 -0.000169251 0.0424729 -0.0050701 internal_weight=0 14163.6 13285.5 12230.9 6662.94 878.091 286.192 1054.67 6376.75 398.583 5567.92 698.234 1396.82 1254.67 1134.73 142.151 59.773 27.5398 48.2649 247.571 9.8218 8.59357 7.331 5487.21 17.718 0.905799 4952.95 620.954 0.568703 56.2529 internal_count=911180 795632 303792 160085 86547 491840 14328 143707 72219 149684 73538 115548 32855 29725 25825 3130 696 772 602 33504 150 127 85 71846 622 41 67125 8097 63 1122 is_linear=0 shrinkage=0.01 Tree=713 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 3 5 10 3 5 1 1 1 3 5 5 10 10 5 1 1 5 5 5 1 5 1 3 1 split_gain=592.85 418.666 54.2575 29.2865 25.517 14.6498 13.7024 12.1661 11.9448 9.24457 7.84978 14.4325 10.9469 7.60969 7.46552 7.10487 18.5187 26.8753 26.5802 10.7585 6.92051 8.63433 12.219 74.2119 6.64376 6.32257 15.4045 10.2532 10.0893 6.25449 threshold=0.99998754262924205 6.1143434777477532e-06 0.00025326936156485003 0.99766892194747936 6.6807518805944721e-07 0.068259380757808671 18.500000000000004 13.500000000000002 0.99999946355819713 42.000000000000007 313.50000000000006 0.35025773195876292 0.56014184397163136 0.019324122479462254 42.000000000000007 28.500000000000004 37.500000000000007 3.2062489481177188e-05 2.0032122847624126e-05 32.500000000000007 0.20091743119266059 0.19526212503504348 230.50000000000003 280.50000000000006 5.5000000000000009 0.38307814674885665 1.5000000000000002 0.49844720496894418 19.500000000000004 0.51363749070171105 decision_type=2 2 2 2 2 2 8 2 2 8 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 left_child=1 4 7 5 -1 9 -5 -3 -2 25 -8 -12 -13 15 -15 -9 17 18 19 -17 21 -6 -23 -24 -7 26 28 -27 -4 -29 right_child=8 2 3 6 20 24 10 13 -10 -11 11 12 -14 14 -16 16 -18 -19 -20 -21 -22 22 23 -25 -26 27 -28 29 -30 -31 leaf_value=-0.0087181361863403681 0.0064715126838860723 -0.0029926938855923679 -0.0043125435181251906 0.0055927687708846752 -0.0038789051970981544 0.00012180086974241935 0.0017594191935446344 -0.0062277986220294606 0.0097091327866896046 0.022516748559909729 -0.015524278718396914 0.0064203850147465736 -0.01400760744190533 -0.0011686843225040967 0.082608590249465833 -0.010087916374031378 0.0039974123078452715 0.0067359983942255766 0.17788736658981183 0.081669482719383443 -0.006111550248074661 0.0053339485362535969 0.4523121675613303 -0.010032506469644771 0.00077207790970549651 -0.002180408770139496 0.00078228763516172573 0.00049039639969159789 -0.00059876389215421258 -0.00083955180833269127 leaf_weight=475.35891821759287 143.85609021876007 670.34531861147843 78.414541553240269 96.328664586646482 105.29516880627489 4627.6164607550018 660.02696464513429 5.0963174190837917 548.21578380500432 1.7609049892052997 7.544339592568579 10.987313020974396 3.4459918253123751 355.29279507952742 0.10639900714158912 0.20979758957401173 19.665212189080194 1.1812824355438349 0.21273498004302382 0.32686682790517807 284.47310495807324 6.5079366226564153 0.043259062513243296 0.17581419565249234 2378.7836393062025 426.63092550961301 1150.0321814157069 502.06550446106121 1090.10649734037 1195.8646972686984 leaf_count=342156 17679 76006 1473 2455 33475 30607 20550 444 97869 12 58 141 45 65723 1 28 1372 77 18 38 113575 2517 28 89 15136 13040 27167 7379 16370 25652 internal_value=0 -0.000442862 -2.22072e-06 0.000185274 -0.0071557 5.76939e-05 0.0020623 -0.00218096 0.00903615 -0.000391369 0.00156365 -0.00431565 0.00154314 -0.00075685 -0.0011436 0.00439266 0.00689893 0.0364527 0.0832954 0.0457989 -0.0052825 -0.00317718 0.0078067 0.0812639 0.00034258 -0.000400448 -3.93463e-05 -0.000794521 -0.00084798 -0.000446296 internal_weight=0 14153.9 13282 12229.6 871.854 11451.3 778.333 1052.44 692.072 4444.88 682.005 21.9776 14.4333 382.091 355.399 26.6922 21.5959 1.93068 0.749399 0.536664 396.495 112.022 6.72701 0.219073 7006.4 4443.11 2318.55 2124.56 1168.52 1697.93 internal_count=911180 795632 303792 160085 491840 136836 23249 143707 115548 91093 20794 244 186 67701 65724 1977 1533 161 84 66 149684 36109 2634 117 45743 91081 45010 46071 17843 33031 is_linear=0 shrinkage=0.01 Tree=714 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 3 10 3 2 4 2 2 2 3 4 10 4 10 2 2 2 2 2 3 2 4 3 3 4 split_gain=586.054 413.471 53.2851 28.7617 25.5458 14.3603 13.5354 12.0063 9.09336 8.28594 9.2706 13.5915 15.4323 7.63398 10.15 7.49395 6.52217 16.8011 24.3843 6.24657 6.09629 8.85088 5.5674 11.1141 6.46077 8.36858 9.27444 8.09624 7.332 6.76288 threshold=0.99998754262924205 6.1143434777477532e-06 0.00025326936156485003 0.99766892194747936 6.6807518805944721e-07 0.068259380757808671 18.500000000000004 0.99999946355819713 42.000000000000007 0.79516317016317017 6.5000000000000009 0.8577380952380953 0.81302966101694929 0.80066225165562932 29.500000000000004 6.5000000000000009 5.5826109246481803e-07 8.5000000000000018 5.7829336697068367e-07 0.8185736677115989 0.60061349693251542 0.59532897128316986 0.61560191221208183 0.50155279503105599 19.500000000000004 0.49341991341991348 1.5000000000000002 4.5000000000000009 18.500000000000004 2.5000000000000004 decision_type=2 2 2 2 2 2 8 2 8 2 10 2 2 2 10 10 2 10 2 2 2 2 2 2 10 2 10 10 10 8 left_child=1 4 19 5 15 8 -5 -2 22 -6 13 12 -12 14 -11 -1 -17 18 -18 -3 21 -8 23 24 25 -4 27 -27 29 -28 right_child=7 2 3 6 9 -7 20 -9 -10 10 11 -13 -14 -15 -16 16 17 -19 -20 -21 -22 -23 -24 -25 -26 26 28 -29 -30 -31 leaf_value=-0.0088769979399437506 0.0064473401863626434 -0.0025107967082961934 -0.0028938761371826581 0.0055632950747010398 -0.0059370887694819739 0.00033914558317329113 0.0019242265745251508 0.0097045832134677098 0.022374380979790106 -0.0042670007630739339 -0.010026960516297527 -0.010039578098690412 0.19593411972903013 -0.0034812643179753158 0.020221033309279692 -0.0013286356151603577 0.24628480925668211 -0.010047642802550874 -0.010028882327959308 -0.0004498767634549543 0.00022786674610354479 0.0087148532393062968 5.6373030410044156e-05 -0.0021429921990865795 -0.00023391599396080593 0.020550781931235617 0.017878063599964994 -0.0034654368916135375 -0.0087008791808899904 -0.0045131229396429958 leaf_weight=462.79815706395311 142.95600641379133 873.38561748724896 178.39927239250392 95.872905823169276 323.31276928045554 7006.5798367424868 430.37395745050162 543.01412350335158 1.7544211084023107 3.4688852400868191 0.05817433400079508 0.17336924292612821 0.097105713095515966 64.016753703472205 3.3055307252798229 8.0546185153652878 0.077939790906385364 0.24935687147080898 0.070862578635569662 176.84756037825719 230.61291695013642 20.090053432155401 1684.5458655096591 433.62185451528057 2116.1173974680714 1.5321752522140801 7.4393620654009238 16.740314881782979 1.7194351106882102 1.6476408755406744 leaf_count=332491 17679 122973 3238 2455 122737 45743 15061 97869 12 1320 24 56 46 24175 1326 9426 8 185 46 20734 5413 320 36984 13131 37273 21 82 256 32 64 internal_value=0 -0.000438798 -2.20499e-06 0.00018346 -0.00713498 5.71209e-05 0.00204535 0.00902577 -0.000387578 -0.00525731 -0.00216701 0.0508215 0.118773 -0.00241301 0.00768177 -0.00870657 0.000624364 0.0401329 0.124223 -0.00216376 0.00155014 0.00222708 -0.000396569 -0.000673298 -0.000399028 -0.00208304 0.00289143 -0.00145164 0.0102351 0.0138181 internal_weight=0 14143 13277.3 12227 865.684 11450.1 776.95 685.97 4443.52 394.433 71.1198 0.328649 0.15528 70.7912 6.77442 471.251 8.45278 0.398159 0.148802 1050.23 681.077 450.464 4441.76 2757.22 2323.6 207.478 29.0789 18.2725 10.8064 9.087 internal_count=911180 795632 303792 160085 491840 136836 23249 115548 91093 149684 26947 126 70 26821 2646 342156 9665 239 54 143707 20794 15381 91081 54097 40966 3693 455 277 178 146 is_linear=0 shrinkage=0.01 Tree=715 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 10 9 9 10 9 10 2 2 2 2 9 10 3 9 9 9 0 2 10 2 9 9 9 9 9 split_gain=579.333 408.331 52.3276 32.7624 32.6064 25.574 24.5526 20.8291 13.8994 13.0717 12.0676 11.3682 12.5368 11.1498 10.5981 9.90645 12.5408 10.4013 9.43411 14.9217 9.034 8.31268 12.9905 12.369 8.85264 29.6366 18.0843 24.0366 13.8591 29.5337 threshold=0.99998754262924205 6.1143434777477532e-06 0.00025326936156485003 4.8650000000000011 0.99894970655441295 6.6807518805944721e-07 3.2350000000000008 5.3550000000000013 0.0089773964136838514 6.285000000000001 0.99999946355819713 0.83939594356261027 0.71940522036799326 0.87577160493827166 0.86984754376058737 4.8950000000000005 0.51461192965507518 24.500000000000004 3.0250000000000004 4.1450000000000005 9.7700000000000014 1.0000000180025095e-35 0.99938118811881205 0.0028879296733066002 0.94469928644240586 8.1200000000000028 7.4250000000000007 7.3800000000000008 8.2700000000000014 8.615000000000002 decision_type=2 2 2 10 2 2 10 8 2 10 2 2 2 2 2 10 2 10 8 8 10 2 2 2 2 10 10 8 10 10 left_child=1 5 7 4 8 -1 -6 -3 11 -7 -2 12 -4 14 -13 16 17 -5 -16 -20 21 22 24 -24 25 26 27 -17 -27 -30 right_child=10 2 3 15 6 9 -8 -9 -10 -11 -12 13 -14 -15 18 20 -18 -19 19 -21 -22 -23 23 -25 -26 28 -28 -29 29 -31 leaf_value=-0.0086949621720019809 0.0064231141845624961 -0.0031884749572960048 -0.0013014363602832995 -0.0071613323189044509 0.005191150127919434 -0.0059189130189665927 -0.00095595164909195371 -0.00023902850694990094 -0.00019242757778539885 -0.00038185709360456842 0.0097000082842953056 0.0024299406292643171 -0.004707351465484089 -1.9211019805730111e-05 -0.010743124945580199 0.00099687480389699479 0.0055884295619218404 0.0017876261233673296 0.049875993667633955 0.013430677373809442 0.005391179504345308 -0.00018440217885166648 -0.0064557521714110932 -0.00033869141185693063 0.0027975044566906815 -0.0058612281732093457 0.0052091763836668581 -0.016109263336167062 0.0078828473194008427 -0.0039534383275672009 leaf_weight=467.18500308855437 142.06471747648902 677.83687644347083 1132.526401524432 14.433266833890228 184.03035112051293 343.71483305026777 100.43901672028005 370.20535403385293 4979.011257101316 48.673398154787719 537.86333497893065 17.763993964996189 119.47496470203623 114.61143554747105 1.2168892938643701 3301.0721646384336 93.865556294098496 129.71186835784465 1.3253754330798972 7.3718681260943422 40.033547129482031 1027.7094388096593 36.323428171686828 367.4633231908083 254.81789650209248 88.727286091074347 103.00083949230611 8.234766833484171 29.959958063438535 71.130697164684534 leaf_count=342156 17679 106505 25825 256 12897 132438 1431 37202 39364 17246 97869 622 3900 2358 23 49320 541 2155 42 85 616 11090 925 2622 2265 1462 1003 112 327 844 internal_value=0 -0.000434774 -2.18546e-06 0.000181667 -0.000291705 -0.00711418 0.00302076 -0.00214663 -0.000439555 -0.00523207 0.00901533 -0.00132205 -0.00162645 0.00135642 0.00705271 0.000747842 0.00274389 0.000891566 0.0153357 0.0189846 0.000658683 0.000622858 0.000817573 -0.000888964 0.000996232 0.000868808 0.00108274 0.000954308 -0.00297702 -0.000445551 internal_weight=0 14131.9 13272.3 12224.3 6657.77 859.573 284.469 1048.04 6373.3 392.388 679.928 1394.29 1252 142.29 27.6781 5566.48 238.011 144.145 9.91413 8.69724 5328.47 5288.44 4260.73 403.787 3856.94 3602.13 3412.31 3309.31 189.818 101.091 internal_count=911180 795632 303792 160085 86547 491840 14328 143707 72219 149684 115548 32855 29725 3130 772 73538 2952 2411 150 127 70586 69970 58880 3547 55333 53068 50435 49432 2633 1171 is_linear=0 shrinkage=0.01 Tree=716 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 2 2 2 1 2 2 2 6 1 1 10 10 1 1 1 10 10 10 1 1 0 2 split_gain=572.683 403.242 51.3959 26.9554 25.6006 12.309 12.1287 8.27417 8.23913 6.99337 5.97674 5.44102 5.65464 6.18378 16.8296 5.43068 5.07315 15.0429 15.86 15.8664 18.807 14.9824 11.6658 6.68229 11.952 5.36258 4.27188 8.86251 41.8646 10.6047 threshold=0.99998754262924205 6.1143434777477532e-06 0.0006371206545736001 0.99894970655441295 6.6807518805944721e-07 0.18897357583045957 0.99999946355819713 7.0975467679090811e-05 0.79516317016317017 0.80066225165562932 0.31281565656565663 0.85307609282245023 0.5884438881935754 0.52283152627189333 0.52013513513513521 1.0000000180025095e-35 0.62532051282051293 0.63673020527859248 5.4114738304633654e-05 1.190368402603781e-05 0.62981481481481494 0.63176169590643283 0.63582887700534763 9.6955882327165472e-06 6.9641191657865428e-06 7.962387371662773e-06 0.84680573663624525 0.85791925465838526 1.0000000180025095e-35 0.15074051531750862 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 7 5 -1 15 -2 10 -6 -10 26 12 13 14 -9 -4 -12 18 19 20 -18 -20 -22 24 -24 -19 -3 28 29 -28 right_child=6 2 3 -5 8 -7 -8 11 9 -11 16 -13 -14 -15 -16 -17 17 25 21 -21 22 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0086832337396719143 0.0063988356284279081 -0.0054791224158498479 -0.00024020832206279646 0.0023067809760094738 -0.0058898767800332355 0.00042889496685894938 0.0096954077120017922 -0.001801663685703595 0.0074845506445238297 -0.003147514054404177 -0.0023795911832995825 0.0017233767753006845 -0.00047939668228570118 -0.0051893008349985096 0.033078103753934024 0.017880156264881486 0.17247722600600571 0.014747859274313983 -0.010053191337877718 -0.00095610596808550137 -0.010048163850707257 0.11329257641699333 0.15497006703093755 0.12172845072008119 -0.01003976925893576 -0.0023437999184807278 -0.01006614371737434 -0.0025057818133274613 0.17323717708442246 0.05760620389778736 leaf_weight=463.15806022827746 141.18213820201345 105.08850577345584 5394.2108380547725 587.40216730954126 319.68872877018293 5801.34424312599 532.76292623626068 382.86115409852937 6.8506535015185355 63.822051919938531 428.40349206153769 61.467759330524132 388.15832796134055 57.595759307499975 1.3883459006901819 1.654450200498103 0.10957988665905194 2.0155408405698862 0.14143661549314845 2.1912620255025104 0.3451538635417819 0.3242117241024971 0.060605491045862436 0.15177335496991873 0.15920380246825516 20.575404816307127 1.1006874057929952 31.234412043588236 0.16366102430038143 0.29326389916241158 leaf_count=342156 17679 14632 78398 19920 122737 39377 97869 24393 2667 24280 81779 2188 28638 5718 155 12 37 547 30 494 108 54 23 44 57 3977 228 2928 27 28 internal_value=0 -0.000430749 -2.16869e-06 0.000218677 -0.00709327 0.000109136 0.00900482 -0.00175613 -0.0052068 -0.0021169 -0.00267221 -0.00114742 -0.00136003 -0.00213365 -0.00167564 -0.000234652 -0.00211894 0.00216363 0.0215072 0.013125 0.0504657 0.0758274 0.0318117 0.0706944 0.0354565 -0.0008189 -0.00449587 -0.00134485 0.0219351 0.00417098 internal_weight=0 14122 13268.4 11784.6 853.519 11197.2 673.945 1483.83 390.361 70.6727 592.358 891.471 830.004 441.845 384.249 5395.87 454.478 26.0742 3.48323 3.01758 0.826316 0.465648 0.716737 0.371583 0.219809 22.5909 137.881 32.792 1.55761 1.39395 internal_count=911180 795632 303792 137707 491840 117787 115548 166085 149684 26947 104993 61092 58904 30266 24548 78410 87150 5371 847 763 269 84 232 124 80 4524 17843 3211 283 256 is_linear=0 shrinkage=0.01 Tree=717 num_leaves=31 num_cat=0 split_feature=9 4 9 2 0 9 2 4 9 6 4 9 9 2 2 9 9 9 2 0 2 9 9 9 0 2 2 9 2 9 split_gain=15.6367 14.549 9.71398 9.76044 20.0704 10.987 16.6454 9.70018 20.4348 8.19085 7.21684 6.93647 9.65697 6.88626 8.07572 8.07216 30.5488 7.0604 6.73484 26.9209 16.5199 14.6055 13.7163 17.8913 13.4703 12.3515 12.1474 14.7373 11.2342 16.0589 threshold=5.2550000000000008 3.5000000000000004 5.1050000000000013 0.45019083969465651 1.0000000180025095e-35 5.1250000000000009 0.44136745607333844 10.500000000000002 4.9150000000000009 1.0000000180025095e-35 11.500000000000002 4.995000000000001 4.9850000000000012 0.38119783996072654 0.40078740157480325 5.1050000000000013 5.1350000000000007 5.2150000000000007 0.16749174917491746 1.0000000180025095e-35 0.4817045961624275 5.0950000000000006 2.5450000000000004 2.6250000000000004 1.0000000180025095e-35 0.13453458306399482 0.52391349552921618 5.0250000000000012 0.13453458306399482 4.8350000000000009 decision_type=8 10 10 2 2 10 2 10 10 10 10 8 10 2 2 8 10 10 2 2 2 10 10 10 2 2 2 10 2 10 left_child=1 2 18 4 5 6 -4 13 10 -2 -9 12 -10 17 15 -15 -17 -3 19 22 -20 28 25 -24 -22 -1 27 -26 -21 -30 right_child=9 7 3 -5 -6 -7 -8 8 11 -11 -12 -13 -14 14 -16 16 -18 -19 20 21 24 -23 23 -25 26 -27 -28 -29 29 -31 leaf_value=-0.0031781833606201156 0.00041646793954816638 -0.0056439898922492704 -0.0039144570676260442 -0.002102873222390539 -0.0035013333140871462 0.0023847023553166704 0.0276441837882558 0.02454466841621953 0.01138478992879622 0.014291211337841335 -0.0030230794161190335 -0.00082576316943719244 0.035021266797161166 0.0057113236514711539 -0.0022083516825261748 0.14829977583415585 -0.010453017017337916 0.0050917764929782616 -0.0011104726804737977 -0.00089927404658491576 -0.00024194093705802802 0.008752447200697901 0.0090110210624031219 0.0019494284841263111 0.0016082919128507162 0.012274578278115206 -9.5571627917229033e-05 0.010371802200811606 -0.0022035157583941306 0.019228003810085478 leaf_weight=72.713675802806392 5400.8471322410624 100.38012606668053 47.778753022139426 493.51204941741889 115.24396609031828 228.92728528362932 1.7318894703057583 0.97915051935706188 7.5187691400060395 4.2581539960810906 31.474404375418089 2.8868246023776019 2.2445302705746144 6.3735657797078593 174.03437250881689 0.18889295775443304 0.33830674202181399 6.5239385184831908 1557.5014165352914 953.54204262339044 3567.9075484990608 16.384415127919056 37.968095149612054 651.95520472974749 665.67315223568585 5.5687103956006458 590.93296522722812 19.758948197239079 7.2561967541696486 6.7475171637488529 leaf_count=1906 409948 8393 2461 56197 4830 16342 141 31 133 240 1558 211 38 692 21855 27 99 329 92556 30040 202178 367 542 15374 23507 347 19741 768 220 109 internal_value=0 -0.000247955 -0.000172354 -0.00116607 8.29272e-06 0.00146091 -0.00281053 -0.00230091 0.00201104 0.000427398 -0.00219134 0.0127921 0.0168187 -0.00297658 -0.00178766 0.00882191 0.0464273 -0.00498883 -6.4232e-05 0.000485115 -0.000214586 -0.000610145 0.00188794 0.00233804 7.34544e-05 -0.00207893 0.0009551 0.00186092 -0.000768691 0.008123 internal_weight=0 9374.05 9041.1 887.194 393.682 278.438 49.5106 332.943 45.1037 5405.11 32.4536 12.6501 9.7633 287.839 180.935 6.90077 0.5272 106.904 8153.91 1752.14 6401.77 983.93 768.206 689.923 4844.27 78.2824 1276.37 685.432 967.546 14.0037 internal_count=911180 500992 467626 79971 23774 18944 2602 33366 1971 410188 1589 382 171 31395 22673 818 126 8722 387655 48905 338750 30736 18169 15916 246194 2253 44016 24275 30369 329 is_linear=0 shrinkage=0.01 Tree=718 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 10 9 9 10 9 9 9 9 10 2 9 9 1 1 2 9 9 9 10 2 1 9 9 9 10 split_gain=566.086 398.115 50.4964 31.5739 31.6912 25.6308 24.2687 21.3437 13.5488 12.9609 12.7755 25.9717 13.1299 12.1904 10.1826 11.3557 16.7737 10.1003 9.65919 11.1277 11.1855 10.8075 9.5173 12.5929 9.68916 14.0495 8.90967 8.73351 8.33587 8.2816 threshold=0.99998754262924205 6.1143434777477532e-06 0.00022280584380490002 4.8650000000000011 0.99894970655441295 6.6807518805944721e-07 3.2350000000000008 5.3550000000000013 0.51461192965507518 6.285000000000001 2.5450000000000004 2.5750000000000006 2.4350000000000005 0.99999946355819713 0.80969148222669363 4.535000000000001 2.9450000000000007 0.94494949494949509 0.53873431533006011 0.76103179753406891 3.6650000000000005 3.4350000000000005 4.8950000000000005 0.51461192965507518 0.44136745607333844 0.44849690539345716 3.3950000000000005 2.3850000000000002 9.7700000000000014 0.3781151175498963 decision_type=2 2 2 10 2 2 10 10 2 10 8 8 10 2 2 10 8 2 2 2 10 10 10 2 2 2 10 10 10 2 left_child=1 5 7 4 8 -1 -6 -3 10 -7 12 -12 -4 -2 17 16 -16 18 19 -10 21 27 23 24 -5 -26 -13 -21 -24 -27 right_child=13 2 3 22 6 9 -8 -9 14 -11 11 26 -14 -15 15 -17 -18 -19 -20 20 -22 -23 28 -25 25 29 -28 -29 -30 -31 leaf_value=-0.008671298140661499 0.0063743463279755368 -0.0029950725066403366 -0.0014867921907649568 -0.002161989750247098 0.0051534346236879955 -0.0058709467883726512 -0.00096743515721614754 0.00046221049706956819 0.00042679201936783931 -0.0003440880288783686 0.0058349411464687743 -0.0010460664176154 -0.0057076442867948366 0.0096908002063867058 -0.002058282890090335 -0.0025903148898419326 0.0045490642580302328 0.0025880713485981082 -0.0016256508423147709 0.0043315631041415479 -0.0097304130853839831 0.01637008804883873 0.00060611193883668743 0.0055392919973212308 0.00033886350526234407 0.011268788460224825 -6.4643054418448966e-05 -0.0067547044550912315 0.0051631659131832035 -0.0071023556001804863 leaf_weight=459.12859104818199 140.30067326850258 754.38838828122243 542.84186814446002 61.843221616465598 182.72609452903271 339.81554206879809 100.35218940675259 233.94163333042525 1092.9223856544122 48.484530103567522 63.220521469600499 2170.7691557281651 85.276572430506349 527.69349895592313 49.85913598164916 43.012060590088367 167.49027263280004 136.16757926763967 384.51552289258689 11.621443701907994 21.878897041082382 3.3990885466337195 5308.6167852520011 93.677797067910433 57.639224762562662 22.587160309311006 1611.8702802683692 18.287990290671587 40.446318031288683 2.7528817802667609 leaf_count=342156 17679 107449 4280 875 12897 132438 1431 32783 10156 17246 418 19530 762 97869 500 204 1318 1588 3372 142 102 16 71721 541 1200 385 31355 109 645 13 internal_value=0 -0.000426819 -2.20563e-06 0.000172894 -0.000290762 -0.00707194 0.00298357 -0.00217672 -0.000435518 -0.00518084 -0.000737576 -0.00052162 -0.00205984 0.00899424 0.000264997 0.00210432 0.00303336 -2.19706e-05 -0.000253862 0.000205566 -0.00417556 -0.000526819 0.000727716 0.00268224 0.000834162 0.00306715 -0.000627859 -0.00244709 0.00064057 0.00927299 internal_weight=0 14109.5 13262.1 12273.8 6686.21 847.429 283.078 988.33 6403.13 388.3 4473.98 3845.86 628.118 667.994 1929.15 260.361 217.349 1668.79 1532.63 1148.11 55.1874 33.3085 5587.56 238.5 144.822 82.9793 3782.64 29.9094 5349.06 25.34 internal_count=911180 795632 303792 163560 88180 491840 14328 140232 73852 149684 56345 51303 5042 115548 17507 2022 1818 15485 13897 10525 369 267 75380 3014 2473 1598 50885 251 72366 398 is_linear=0 shrinkage=0.01 Tree=719 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 3 3 10 4 1 4 4 10 4 10 1 3 1 1 3 3 3 1 4 10 1 1 1 split_gain=559.582 393.134 49.6045 26.1048 25.6545 12.2511 11.8532 8.8737 8.12029 8.0758 7.66487 6.85994 6.7977 6.42999 6.28078 14.4604 17.3556 5.32308 4.63272 5.55933 7.48353 4.61448 15.5277 9.34708 11.7864 7.11624 6.47881 6.70501 7.20135 5.96351 threshold=0.99998754262924205 6.1143434777477532e-06 0.0006371206545736001 0.99894970655441295 6.6807518805944721e-07 0.99999946355819713 0.18897357583045957 42.000000000000007 19.500000000000004 7.0975467679090811e-05 6.5000000000000009 0.21458087367178272 1.5000000000000002 2.5000000000000004 5.5826109246481803e-07 8.5000000000000018 5.7829336697068367e-07 0.85307609282245023 29.500000000000004 0.13363095238095238 0.15018796992481201 18.500000000000004 11.500000000000002 7.5000000000000009 0.98936170212765973 7.5000000000000009 0.78322452306747448 0.54182569974554717 0.66522988505747138 0.62532051282051293 decision_type=2 2 2 2 2 2 2 8 10 2 10 2 10 10 2 10 2 2 10 2 2 8 10 10 2 10 2 2 2 2 left_child=1 4 9 6 10 -2 7 -4 -5 -3 -1 -6 -13 -10 -12 16 -16 -11 -15 -20 -21 22 23 25 -25 -8 -24 -28 29 -29 right_child=5 2 3 8 11 -7 21 -9 13 17 14 12 -14 18 15 -17 -18 -19 19 20 -22 -23 26 24 -26 -27 27 28 -30 -31 leaf_value=-0.0088356087546718615 0.0063499643411898243 -0.0026360058010618452 -0.0002384176416308252 0.0050495697514004014 -0.0031130770711814948 0.0096861466355076184 0.0019865606852518146 0.020483413310675071 0.0022300133512455269 -0.0013376601531963402 -0.0010861580220987207 -0.0070965652620585129 -0.0036839476240358411 0.0030056728930445559 0.19868150353919792 -0.010045975457827342 -0.010027873327919955 0.0017110595051208232 0.0029877175442812277 -0.03356427015446603 -0.0040019221556265947 0.00033946052775185039 0.0015887583842426737 -0.00099146391659897157 -0.010648289794408706 -0.010675228295542795 0.0075302439788833319 0.0010208415582376553 0.0058789566264846492 -0.012772493934329932 leaf_weight=446.940632771526 139.43533980264328 589.53552145860158 5392.4047042885795 89.290208995342255 115.34223131951876 522.69260760082398 146.24492639536038 2.0673556365072718 427.2847209982574 828.00817670603283 7.8364725991850701 185.88322574750055 85.088317354500759 19.848964227363467 0.09565519937314082 0.24047427310142666 0.068287038593553007 61.52555974572897 12.627579893451182 0.87760470062494178 35.281719179823995 5354.5500104301609 75.42794593423605 109.73621602030471 14.284209404140709 4.5776870921254149 60.200940035283566 9.7869742102920991 19.990825472399592 4.6113331262022248 leaf_count=332491 17679 104993 78395 2521 38211 97869 1029 15 15827 58904 9426 65031 46442 505 8 185 46 2188 299 7 761 36298 388 716 110 31 532 60 178 35 internal_value=0 -0.000422864 -2.1856e-06 0.000214563 -0.00705086 0.00898359 0.000106924 -0.000230476 0.00227348 -0.00172834 -0.0086594 -0.00515556 -0.00602496 0.00177364 0.000897075 0.0393266 0.111748 -0.00112679 -0.00106743 -0.00272457 -0.00471941 0.000420766 0.0013994 -7.0023e-05 -0.0021037 0.00160226 0.00377479 0.00551798 0.00199534 -0.00339674 internal_weight=0 14099.7 13258.2 11779.1 841.495 662.128 11193.9 5394.47 585.211 1479.07 455.182 386.314 270.972 495.921 8.24089 0.404417 0.163942 889.534 68.6359 48.7869 36.1593 5799.41 444.861 274.843 124.02 150.823 170.018 94.5901 34.3891 14.3983 internal_count=911180 795632 303792 137707 491840 115548 117787 78410 19920 166085 342156 149684 111473 17399 9665 239 54 61092 1572 1067 768 39377 3079 1886 826 1060 1193 805 273 95 is_linear=0 shrinkage=0.01 Tree=720 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 10 9 9 10 9 10 2 2 4 2 2 9 4 9 4 4 10 3 9 9 9 1 10 9 1 split_gain=553.15 388.207 48.7681 31.5186 30.9865 25.6773 24.0315 20.1399 13.8932 12.8859 12.3117 10.8805 12.041 13.1692 9.91083 11.0046 11.2795 10.078 9.16322 14.7943 14.2057 12.5656 10.3494 9.10295 12.6137 8.7668 19.49 14.2043 20.6306 14.6296 threshold=0.99998754262924205 6.1143434777477532e-06 0.00017857718921725002 4.8650000000000011 0.99894970655441295 6.6807518805944721e-07 3.8050000000000002 5.3250000000000011 0.0089773964136838514 6.285000000000001 0.99999946355819713 0.83939594356261027 0.71940522036799326 2.5000000000000004 0.87577160493827166 0.86984754376058737 1.5450000000000002 3.5000000000000004 4.8950000000000005 11.500000000000002 7.5000000000000009 0.51461192965507518 24.500000000000004 3.0250000000000004 4.1450000000000005 5.2550000000000008 0.88956639566395668 0.99977076053619396 5.1150000000000011 0.081725417439703116 decision_type=2 2 2 10 2 2 10 8 2 10 2 2 2 8 2 2 8 8 10 8 10 2 10 8 8 10 2 2 10 2 left_child=1 5 7 4 8 -1 -6 -3 11 -7 -2 12 13 -4 15 16 -13 -18 21 20 25 22 -5 -17 -25 27 -27 -20 -29 -30 right_child=10 2 3 18 6 9 -8 -9 -10 -11 -12 14 -14 -15 -16 23 17 -19 19 -21 -22 -23 -24 24 -26 26 -28 28 29 -31 leaf_value=-0.008647462040960105 0.0063255322771830378 -0.0033859800698916123 -0.001028289334555714 -0.0071820593218641605 0.0044596516800780783 -0.0058240742261646272 -0.0026903882883233437 -0.00026143943503390742 -0.00018924810630104665 -0.00029803284456960321 0.0096814661759950654 0.038403610433608758 -0.004503825865739784 -0.0057708748986218276 -2.3182191383089073e-05 -0.010715370809272711 -0.0013858988671789619 0.032287216563863033 0.00020561071436341738 0.010104912629237295 -0.0099217974069953641 0.0054896422236611446 0.0016830311127979155 0.045279175495114607 0.013043073887254402 0.001184320662038974 -0.0016414618744165555 -0.0016967963102073531 -0.00019382466176634712 -0.034037405837636897 leaf_weight=451.274105896533 138.57846799795516 571.17591303540394 1137.3770356359892 14.633323725778608 222.06652244762518 336.09144331235439 59.629717860370874 322.92525121965446 4976.32833518181 48.256125288957264 517.74065754725598 0.81163336150348442 127.58283143537119 61.727826648391783 121.40729263331741 1.2521801870316274 17.582509487401698 0.93612976418808003 2097.7530380950775 16.424090546090156 12.802204801701007 93.506024047732353 131.58817508770153 1.4343702290207136 7.8945643040351579 2969.8895854959264 265.93703145021573 14.525829738005998 1.8382819890975941 4.1851998642086983 leaf_count=342156 17679 96850 26313 283 13632 132438 696 37233 39364 17246 97869 15 4503 2977 2668 25 659 44 33581 194 237 541 2326 46 97 37493 3756 178 35 46 internal_value=0 -0.000418974 -2.16346e-06 0.000160994 -0.000300403 -0.00702971 0.00294612 -0.00225748 -0.000442096 -0.00513026 0.00897288 -0.00129341 -0.00158318 -0.00127243 0.00124711 0.00640311 0.0019155 0.0003163 0.000713713 0.000628527 0.000599527 0.00262667 0.000795845 0.0146014 0.0179995 0.000624684 0.000952083 0.000124564 -0.00814903 -0.0237088 internal_weight=0 14088.8 13253.2 12359.1 6736.03 835.622 281.696 894.101 6454.33 384.348 656.319 1478.01 1326.69 1199.1 151.319 29.9114 19.3303 18.5186 5623.08 5383.36 5366.93 239.728 146.221 10.5811 9.32893 5354.13 3235.83 2118.3 20.5493 6.02348 internal_count=911180 795632 303792 169709 91039 491840 14328 134083 76711 149684 115548 37347 33793 29290 3554 886 718 703 78670 75520 75326 3150 2609 168 143 75089 41249 33840 259 81 is_linear=0 shrinkage=0.01 Tree=721 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 9 10 9 10 10 9 9 4 4 10 0 1 9 1 1 9 10 9 10 1 1 9 4 1 1 split_gain=546.788 383.436 51.5222 30.8893 30.4409 23.7967 22.3608 20.0639 13.6408 12.3722 10.8702 8.98774 14.5288 13.9768 12.3547 8.8445 14.461 20.9841 19.7235 19.2238 13.8895 16.1797 21.5553 13.4597 13.0191 15.4233 12.4251 11.9482 15.3031 12.3788 threshold=0.99998754262924205 5.1029428504989491e-06 0.00017857718921725002 4.8650000000000011 0.99894970655441295 3.2350000000000008 6.6807518805944721e-07 5.8950000000000005 0.0089773964136838514 0.99999946355819713 9.0500000000000025 4.8950000000000005 11.500000000000002 7.5000000000000009 0.51461192965507518 1.0000000180025095e-35 0.72245564892623726 5.7950000000000008 0.65858556175923211 0.84248120300751894 5.2550000000000008 0.99989646673202526 5.0450000000000008 0.99766892194747936 0.85307609282245023 0.84680573663624525 4.9050000000000011 1.5000000000000002 0.15434243176178658 0.05298245614035086 decision_type=2 2 2 10 2 10 2 10 2 2 10 10 8 10 2 2 2 10 2 2 10 2 10 2 2 2 10 10 2 2 left_child=1 6 7 4 8 -6 -1 -3 -4 -2 -8 14 13 15 -5 16 18 19 20 -18 21 -13 -23 -19 25 -21 -20 28 29 -22 right_child=9 2 3 11 5 -7 10 -9 -10 -11 -12 12 -14 -15 -16 -17 17 23 26 24 27 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0086353977643479612 0.0063010510332760497 -0.0028852171418459276 -0.0012819066373207125 0.00078753041121433704 0.0050928800398687881 -0.00098294146158158348 -0.0056663875647422991 0.0013331814459664859 -0.0001873575830990892 0.0096767585099667031 0.0023673419865405986 0.00013579127983420492 0.010021236348080916 -0.0098654952055995219 0.0054437473369317538 -0.00021500685991860587 -0.001766930519950473 -0.0047490979951832725 -0.016497667216851121 0.007580056147124991 0.0014654044241548924 0.0036638267417119785 -0.027480712494947549 0.00075607478722426779 0.0027456784028441019 0.039742450239261276 0.0042379253690223943 0.00041460830529827539 0.0028743956760135247 -0.0020169941224839573 leaf_weight=447.4049240067834 137.72997613810003 794.36614521499723 1476.4034750363789 146.28274965961464 180.67294077575207 100.21991214621812 331.01827791461255 131.4017255891813 4976.2766337231733 512.83717630733736 17.745204195845872 1337.4319864278659 16.395760787650943 12.746792820980771 93.352182032540441 1028.9176129093394 134.6724050284829 152.17663938552141 2.9294229010120025 5.5978091345168641 507.54926985362545 4.0694933217018825 4.8955463506281376 62.713554547168314 145.29129934217781 2.0323344804346561 213.6124787889421 875.59418983780779 749.91081344289705 127.77267917152494 leaf_count=342156 17679 129804 37347 2609 12897 1431 132382 14056 39364 97869 7525 23893 194 237 541 11690 2268 1315 46 63 4521 56 67 1896 1672 41 3053 13186 9571 1751 internal_value=0 -0.00041508 -1.10595e-05 0.000159403 -0.000297512 0.00292508 -0.00715576 -0.00228647 -0.000437796 0.0089621 -0.00525763 0.00070647 0.000622134 0.000593425 0.00260141 0.00061832 0.000816512 -0.000778368 0.0010261 0.000988088 0.000850129 4.60402e-05 -0.0133433 -0.00314247 0.00341433 0.0161467 0.00395741 0.00132899 0.00190696 0.000765042 internal_weight=0 14079.5 13283.3 12357.5 6733.57 280.893 796.168 925.768 6452.68 650.567 348.763 5623.95 5384.31 5367.91 239.635 5355.17 4326.25 502.484 3823.77 287.594 3607.22 1346.4 8.96504 214.89 152.921 7.63014 216.542 2260.83 1385.23 635.322 internal_count=911180 795632 313569 169709 91039 14328 482063 143860 76711 115548 139907 78670 75520 75326 3150 75089 63399 7255 56144 4044 53045 24016 123 3211 1776 104 3099 29029 15843 6272 is_linear=0 shrinkage=0.01 Tree=722 num_leaves=31 num_cat=0 split_feature=9 1 1 9 4 1 1 1 5 9 9 0 4 9 9 5 9 9 5 9 5 9 9 1 5 1 1 4 1 5 split_gain=14.7717 16.4758 13.9234 17.6401 15.9008 12.4431 12.0988 15.2862 14.4277 11.9275 22.7828 11.8096 14.9982 14.175 10.3718 10.327 9.25348 13.8407 24.2656 11.9042 8.87006 23.6761 18.4885 28.3408 35.6324 27.5307 20.3133 23.6698 20.0306 17.0505 threshold=5.2550000000000008 0.98936170212765973 0.51869322152341024 5.1050000000000013 3.5000000000000004 0.98936170212765973 0.48295234405269277 0.41202270381836947 212.50000000000003 6.1150000000000011 6.0750000000000011 1.0000000180025095e-35 1.5000000000000002 5.0250000000000012 5.3550000000000013 497.50000000000006 1.7450000000000003 1.6450000000000002 1.5000000000000002 3.5650000000000004 9.5000000000000018 5.3150000000000004 5.9150000000000009 0.31835016835016838 10.500000000000002 0.066767983789260368 0.40924344112263583 1.5000000000000002 0.38784306826178755 11.500000000000002 decision_type=8 2 2 10 8 2 2 2 2 10 10 2 10 10 8 2 10 10 2 10 2 8 8 2 2 2 2 10 2 2 left_child=1 2 3 6 -4 15 7 -1 -9 10 14 12 -8 -13 -7 20 17 -14 -19 -18 21 -2 -22 24 25 -24 27 -25 -29 -28 right_child=5 -3 4 -5 -6 9 11 8 -10 -11 -12 13 16 -15 -16 -17 19 18 -20 -21 22 -23 23 26 -26 -27 29 28 -30 -31 leaf_value=1.9530128629564961e-05 0.0032574144407354205 0.0014977581842920823 -0.00089082727849203137 -0.0016840134107647267 -0.0052452070117821126 -0.0079914777458507408 -0.0013732400435356384 -0.0022576431150333944 0.0026853496791810513 -0.0031838511711520614 0.020354794715899304 0.001550224243397236 -0.00053881496662718366 0.010105458674384738 6.1872598015258779e-05 -0.0036358151138655361 0.0058366851386182647 0.0091047820862827349 -0.049695307081026811 0.00043630583403460088 -0.00012834603629325919 3.4424035973010199e-06 -0.0082806360706288874 0.0087305748575087789 0.00010191144729076326 0.018372770197710095 0.010229709939717231 -0.0038739171336814671 0.0086132906366704516 0.0016171841046214086 leaf_weight=4387.1599325377028 244.28481394075789 514.56765008077491 1875.779533413006 660.38555981445825 87.786783415882383 16.760403905645944 355.51949170703301 521.25055427686311 66.593439143674914 173.24047808372416 5.4155346429906777 663.01089632301591 10.890109874075277 19.949640177947003 348.7658522836864 57.485698183707427 73.335098468698561 1.2041235389187925 1.6824983411934225 92.056068400735967 702.2286500367336 2641.4497307970305 4.9185923102195401 126.64381855260581 641.77402863383759 18.271444427547976 24.745735479635186 33.927973651618231 20.673132802650798 323.36924778978573 leaf_count=201368 13276 16243 121032 60625 10507 645 16114 34138 5570 4162 80 23558 799 786 12798 9201 2726 131 49 7346 107470 156626 2861 4178 62449 239 647 2954 1017 31585 internal_value=0 -0.000241584 -0.000343098 -0.000130381 -0.0010855 0.000416192 3.5299e-05 -0.000183375 -0.00169768 -0.00101749 -5.74012e-06 0.000928745 -0.000184279 0.00180013 -0.000307396 0.000577395 0.00217495 -0.00569923 -0.0251675 0.00283086 0.00062804 0.000278899 0.00115928 0.00191637 0.000541942 0.0127196 0.00364288 0.00635771 0.000854004 0.00222941 internal_weight=0 9331.17 8816.6 6853.04 1963.57 5383.96 6192.65 4975 587.844 544.182 370.942 1217.65 534.687 682.961 365.526 4839.77 179.168 13.7767 2.88662 165.391 4782.29 2885.73 1896.55 1194.32 664.964 23.19 529.36 181.245 54.6011 348.115 internal_count=911180 500992 484749 353210 131539 410188 292585 241076 39708 17685 13523 51509 27165 24344 13443 392503 11051 979 180 10072 383302 169902 213400 105930 65549 3100 40381 8149 3971 32232 is_linear=0 shrinkage=0.01 Tree=723 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 1 10 3 3 1 3 1 2 3 3 1 3 2 2 3 10 1 3 2 2 10 10 2 split_gain=540.449 378.571 50.5815 26.9956 22.3858 12.4347 11.0127 9.17623 8.20675 8.16538 7.26219 6.13151 13.2878 11.363 19.4143 5.80196 5.74249 16.6381 6.99609 7.88277 9.673 8.33443 8.24229 7.225 5.16762 7.40524 6.08267 6.5125 13.0276 35.5261 threshold=0.99998754262924205 5.1029428504989491e-06 0.00017857718921725002 0.8784809708595277 6.6807518805944721e-07 0.99999946355819713 0.99977076053619396 0.55028089887640463 0.026551560498774003 27.500000000000004 42.000000000000007 0.68772163120567387 28.500000000000004 0.68438714235252573 0.31281565656565663 42.000000000000007 23.500000000000004 0.98936170212765973 11.500000000000002 0.33477011494252878 0.45848997493734339 18.500000000000004 0.99473056197166454 0.34556677890011228 27.500000000000004 0.78297101449275375 0.80066225165562932 2.2592552113565038e-06 2.5032999246832337e-06 0.78956442831215978 decision_type=2 2 2 2 2 2 2 2 2 10 8 2 8 2 2 8 8 2 10 2 2 10 2 2 10 2 2 2 2 2 left_child=1 4 15 8 -1 -2 16 24 10 -8 -4 13 -13 -10 -15 -3 17 18 -5 -20 22 -22 -21 -23 -6 -26 27 -27 29 -29 right_child=5 2 3 6 7 -7 9 -9 11 -11 -12 12 -14 14 -16 -17 -18 -19 19 20 21 23 -24 -25 25 26 -28 28 -30 -31 leaf_value=-0.0086230332045119686 0.0062760161786201054 -0.0022777948995360694 -0.00048421349108500713 0.00095144372122849224 -0.0067192030123522199 0.0096720299984692677 0.0056964492829792912 -0.0079122925954921569 0.00022298688726954787 0.001884072557172419 0.023424394281971489 -0.0033964110802189688 -7.3209464361844939e-05 -0.0041870342391888303 0.014503165110696482 0.063678911361159538 0.00060590883853421033 -0.0031705196419626919 0.0073004913895140479 -0.0059732493476817132 0.007324122541242626 0.0043581873413908109 0.0056503540966972134 -0.002182458859622816 -0.0045046333860009544 0.001400367655778695 -0.0014298459534040464 0.2834285632927096 0.012706456105707791 0.027544350442353677 leaf_weight=443.50425794080365 136.87129449727945 923.52690561907366 3518.7916118861176 125.70058605354279 63.330898249172606 507.95407879899722 75.582409709459171 93.347893091442529 5283.4206698834896 218.85574723430909 1.2709125420078624 147.45267332717776 653.90525241941214 9.1118768062442541 14.248195625841618 0.13338883151300152 2052.1337803350762 54.485864410176873 52.249986790120602 19.974787283688787 46.831813539378345 45.035237453877926 8.7829061783850175 27.022422489710152 146.16412453836529 4.3745401010964988 37.159342328668572 0.068151344894431864 2.1987962833372876 0.2661447778227739 leaf_count=342156 17679 143856 90931 1241 26879 97869 2806 34985 33942 10485 10 964 4045 76 67 4 22471 779 541 118 486 379 106 262 60269 1963 14792 25 879 115 internal_value=0 -0.000411215 -1.09979e-05 0.000157758 -0.00713464 0.00895119 0.00103614 -0.00523181 -9.09965e-05 0.00286271 -0.000475581 0.000130636 -0.00068469 0.000253756 0.00721283 -0.00226827 0.000815024 0.00194407 0.00279995 0.00396234 0.00278103 0.00403988 -0.00242328 0.00190537 -0.00424499 -0.00342129 0.000172001 0.00878907 0.021549 0.0797102 internal_weight=0 14068.9 13278.5 12354.9 790.414 644.825 2726.66 346.91 9628.2 294.438 3520.06 6108.14 801.358 5306.78 23.3601 923.66 2432.22 380.084 325.598 199.897 147.647 118.889 28.7577 72.0577 253.562 190.231 44.067 6.90763 2.53309 0.334296 internal_count=911180 795632 313569 169709 482063 115548 39674 139907 130035 13291 90941 39094 5009 34085 143 143860 26383 3912 3133 1892 1351 1127 224 641 104922 78043 17774 2982 1019 140 is_linear=0 shrinkage=0.01 Tree=724 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 1 1 5 1 5 1 1 1 4 5 3 5 10 1 3 3 3 4 5 4 5 1 split_gain=534.227 373.858 49.6797 26.4778 22.4074 12.4947 10.8421 10.0775 9.80295 9.1498 8.94733 12.9314 13.5248 15.4761 10.9836 9.42478 13.7148 8.76031 8.29376 12.6044 12.7891 10.8398 8.07858 7.94563 8.85622 7.83629 9.9871 7.70541 13.0016 21.1801 threshold=0.99998754262924205 5.1029428504989491e-06 0.00017857718921725002 0.8784809708595277 6.6807518805944721e-07 0.99999946355819713 0.99977076053619396 13.500000000000002 0.23271742593182543 0.55028089887640463 2.5000000000000004 0.051836094939543158 16.500000000000004 1.0000000180025095e-35 0.066767983789260368 0.045804195804195758 1.5000000000000002 9.5000000000000018 6.5000000000000009 16.500000000000004 9.4236969744088142e-05 0.29963503649635043 27.500000000000004 9.5000000000000018 6.5000000000000009 6.5000000000000009 390.50000000000006 2.5000000000000004 1351.5000000000002 0.36319073083778969 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 10 2 2 2 10 8 10 10 2 10 2 2 left_child=1 4 7 10 25 -2 -5 -3 -9 27 23 12 15 -14 -13 -12 -17 -16 19 -10 -21 -22 -8 24 -4 -1 -27 -6 -29 -30 right_child=5 2 3 6 9 -7 22 8 18 -11 11 14 13 -15 17 16 -18 -19 -20 20 21 -23 -24 -25 -26 26 -28 28 29 -31 leaf_value=-0.0087929497193723668 0.0062514379791332054 -0.0030531178345585834 -0.000444336837741234 0.00080724418730895495 -0.0048666857515655111 0.0096672663263580611 0.0056684304290420687 0.0016486037582638679 0.085906356578512019 -0.007895030255520739 0.0025985145633152609 -0.0038491345615140316 -0.0024618785301136125 0.0019138353678444526 -0.00070696739995263977 0.00149639567811539 0.024017100997923514 0.00042335420722888637 -0.0023247478806719818 -0.0012871371806802926 0.10879269571542137 0.023053083319159031 0.0018683674653941274 -0.00028281560831014895 -0.0049194759368512584 3.2986419104405442e-05 0.11017625982473261 0.00019512691811900875 0.35181457032004287 -0.010010385800504212 leaf_weight=431.67532906966517 136.03950397949666 579.99101338197943 100.02006873022765 2431.1329184891656 222.1055987974396 503.14642463973723 75.198381886584684 105.35990445280913 0.20839447982143511 92.620128218899481 339.44911153335124 72.075840882956982 139.44698706222698 192.28089803550392 964.58388461824507 5.7632444156333786 5.0944472895935178 2371.2961901894305 230.15642910846509 4.5449821671936661 0.16815993259660889 1.19757494633086 218.49029560829513 5357.7266279216856 79.268587408587337 7.9536078687524405 0.083184437593445071 30.328517966845542 0.027637286810203388 0.039019217598251998 leaf_count=332491 17679 75298 1159 26383 86669 97869 2806 16562 43 34985 2993 1290 1541 1830 15676 76 34 48090 50804 1026 18 109 10485 56340 1006 9640 25 18190 24 39 internal_value=0 -0.000407429 -1.08915e-05 0.000156221 -0.00711384 0.00894027 0.00102649 -0.00225057 -0.000888093 -0.0052066 -9.00984e-05 0.000264615 0.00152153 7.44358e-05 1.30692e-05 0.00289187 0.0120631 9.65169e-05 -0.00201926 0.00947111 0.00677623 0.03361 0.00284137 -0.000352112 -0.00242292 -0.0086108 0.00117302 -0.00422045 0.000501741 0.14001 internal_weight=0 14058.3 13273.5 12351.8 784.833 639.186 2724.82 921.626 341.635 345.121 9627.01 4089.99 682.035 331.728 3407.96 350.307 10.8577 3335.88 236.276 6.11911 5.91072 1.36573 293.689 5537.02 179.289 439.712 8.03679 252.501 30.3952 0.0666565 internal_count=911180 795632 313569 169709 482063 115548 39674 143860 68562 139907 130035 71530 6474 3371 65056 3103 110 63766 52000 1196 1153 127 13291 58505 2165 342156 9665 104922 18253 63 is_linear=0 shrinkage=0.01 Tree=725 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 1 1 5 1 5 1 1 1 5 3 5 10 5 1 5 3 3 3 2 10 2 5 split_gain=528.073 369.195 48.7938 25.9693 22.4282 12.5544 10.6739 9.93577 9.62027 9.12308 8.76983 12.6687 13.2386 15.1731 10.7908 9.22511 8.58659 8.08306 11.1514 12.0646 10.0098 9.6167 17.9272 7.99228 7.79957 8.71428 7.75091 14.891 17.2432 7.82081 threshold=0.99998754262924205 5.1029428504989491e-06 0.00017857718921725002 0.8784809708595277 6.6807518805944721e-07 0.99999946355819713 0.99977076053619396 13.500000000000002 0.23271742593182543 0.55028089887640463 2.5000000000000004 0.051836094939543158 16.500000000000004 1.0000000180025095e-35 0.066767983789260368 0.045804195804195758 9.5000000000000018 6.5000000000000009 16.500000000000004 9.4236969744088142e-05 44.500000000000007 0.31601439496176342 60.500000000000007 27.500000000000004 9.5000000000000018 6.5000000000000009 0.77836257309941537 0.00012842786236425005 0.77296157450796643 37.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 10 8 10 2 2 2 2 left_child=1 4 7 10 -1 -2 -5 -3 26 -6 24 12 15 -14 -13 -12 -16 18 -10 -20 -21 -22 -23 -8 25 -4 27 -9 29 -29 right_child=5 2 3 6 9 -7 23 8 17 -11 11 14 13 -15 16 -17 -18 -19 19 20 21 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0085984819985939469 0.0062268132605496542 -0.0030315645265844627 -0.0004399784371095984 0.0007995166620389766 -0.0041959050020295204 0.0096624742243423788 0.0056404232737336558 0.0057453828019727662 0.078102717761233578 -0.0078776755747241994 0.002570534583237884 -0.0038199882953200938 -0.0024399157318204167 0.0018935754534090306 -0.00070014547492392375 0.011929263516800955 0.00041901102296673794 -0.0023067773877567285 -0.0012758869852914575 -0.010174435897197312 0.12265760953423289 0.10615996101105246 0.006331979886356095 0.0018527678320084881 -0.00028001450942827287 -0.0048823514636262954 0.00081943784643050122 0.05657722019229991 0.10253270491482899 -0.0101445856933384 leaf_weight=435.95838617280242 135.21585288341157 578.28199885610957 100.00084451120347 2430.0893964325078 251.44902955502039 498.38585102453362 74.817970206728205 7.5752900344086793 0.22682412760332127 91.899546002270654 339.71121728327125 71.900400792714208 139.2959517929703 192.39421424595639 964.24427748052403 10.869670245330779 2371.9135592437815 229.63256259413902 4.539236253593117 0.3994716613087802 0.15064077475108184 0.25612994004040956 0.60435190983116627 218.12842848105356 5357.2116523915902 79.073599848430604 96.875009859795682 0.29966121399775125 0.35506521794013679 0.42460255394689739 leaf_count=342156 17679 75298 1159 26383 104922 97869 2806 1423 43 34985 2993 1290 1541 1830 15676 110 48090 50804 1026 34 19 12 62 10485 56340 1006 15033 22 39 45 internal_value=0 -0.000403654 -1.07902e-05 0.000154686 -0.00709296 0.00892928 0.0010169 -0.00223298 -0.000880059 -0.00518136 -8.9203e-05 0.000261944 0.00150578 7.3691e-05 1.29364e-05 0.0028607 9.5543e-05 -0.00200313 0.00928567 0.00666217 0.0322065 0.0489503 0.0360467 0.00282013 -0.000348638 -0.00240159 0.00162948 0.0106966 0.0454471 0.0174613 internal_weight=0 14048.6 13269.3 12349.7 779.307 633.602 2723.04 919.621 341.339 343.349 9626.62 4090.33 682.271 331.69 3408.06 350.581 3336.16 235.809 6.17665 5.94983 1.41059 1.01112 0.860482 292.946 5536.29 179.074 105.53 8.65462 1.07933 0.724264 internal_count=911180 795632 313569 169709 482063 115548 39674 143860 68562 139907 130035 71530 6474 3371 65056 3103 63766 52000 1196 1153 127 93 74 13291 58505 2165 16562 1529 106 67 is_linear=0 shrinkage=0.01 Tree=726 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 9 10 9 10 10 9 9 4 4 10 0 1 9 1 1 9 10 9 10 1 1 9 4 1 1 split_gain=521.987 364.579 47.9244 30.0042 29.1016 23.5406 22.4534 19.7637 13.1718 12.614 11.4075 8.87244 14.2582 13.7447 12.0681 8.67725 13.981 20.503 19.2606 18.836 13.1972 15.9972 20.6687 12.9669 12.6402 14.4848 12.208 11.6973 14.9444 11.9365 threshold=0.99998754262924205 5.1029428504989491e-06 0.00017857718921725002 4.8650000000000011 0.99894970655441295 3.2350000000000008 5.5826109246481803e-07 5.3250000000000011 0.0089773964136838514 0.99999946355819713 9.0500000000000025 4.8950000000000005 11.500000000000002 7.5000000000000009 0.51461192965507518 1.0000000180025095e-35 0.72245564892623726 5.7950000000000008 0.65858556175923211 0.84248120300751894 5.2550000000000008 0.99989646673202526 5.0450000000000008 0.99766892194747936 0.85307609282245023 0.84680573663624525 4.9050000000000011 1.5000000000000002 0.15434243176178658 0.17677696078431374 decision_type=2 2 2 10 2 10 2 8 2 2 10 10 8 10 2 2 2 10 2 2 10 2 10 2 2 2 10 10 2 2 left_child=1 6 7 4 8 -6 -1 -3 -4 -2 -8 14 13 15 -5 16 18 19 20 -18 21 -13 -23 -19 25 -21 -20 28 -22 -30 right_child=9 2 3 11 5 -7 10 -9 -10 -11 -12 12 -14 -15 -16 -17 17 23 26 24 27 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0086777461687856314 0.0062021429726752562 -0.0033216358504033461 -0.0012644438087789742 0.00078474572399652429 0.0050380662945670894 -0.0010217867937559319 -0.0056749832145699744 -0.00026836469890698588 -0.00018815239688370878 0.0096576534361365648 0.0023768398265881312 0.00013865748419687705 0.009932428326893783 -0.00981871387595179 0.0053900945916962404 -0.00022098824991067457 -0.0017511942305993939 -0.0046802185729211887 -0.016455557998078227 0.0075060464262499006 0.00074258210185269001 0.0035842856525682225 -0.026889716956896011 0.0007282877314314293 0.0027188814914025521 0.038393572215895726 0.0041797767742754897 0.00039486955852820779 0.0097532601602400831 0.002597609863898015 leaf_weight=409.72888627942302 134.40026258304715 585.2051234805258 1474.0246367333457 146.28222936019301 178.84204267757013 99.922070784494281 345.5636370924185 332.43015569017734 4974.0616566739045 493.67190188262612 18.539550911576953 1336.6080404473469 16.351576186250895 12.680336865596471 93.122234683483839 1027.9243445191532 134.42895649280399 152.21192627213895 2.9059218834154299 5.5997047731652847 634.78263770369813 4.0317274034023267 4.9682958498597145 62.542659779079258 145.20781760243699 2.0830320715904236 213.7639877202455 874.90188846015371 24.085058412048966 726.18570189969614 leaf_count=326328 17679 103524 37347 2609 12897 1431 147220 40336 39364 97869 8515 23893 194 237 541 11690 2268 1315 46 63 6272 56 67 1896 1672 41 3053 13186 287 9284 internal_value=0 -0.000399912 -1.06923e-05 0.000153166 -0.000297433 0.00286593 -0.00707198 -0.00221553 -0.000434191 0.00891821 -0.005265 0.000692444 0.000608643 0.000580225 0.00257611 0.000604862 0.000801173 -0.000767691 0.00100725 0.000979392 0.000833238 4.91863e-05 -0.0132383 -0.00310511 0.00338026 0.0158806 0.00390302 0.00130007 0.00187187 0.00282732 internal_weight=0 14039 13265.2 12347.5 6726.85 278.764 773.832 917.635 6448.09 628.072 364.103 5620.67 5381.26 5364.91 239.404 5352.23 4324.31 502.074 3822.23 287.32 3605.56 1345.61 9.00002 214.755 152.891 7.68274 216.67 2259.96 1385.05 750.271 internal_count=911180 795632 313569 169709 91039 14328 482063 143860 76711 115548 155735 78670 75520 75326 3150 75089 63399 7255 56144 4044 53045 24016 123 3211 1776 104 3099 29029 15843 9571 is_linear=0 shrinkage=0.01 Tree=727 num_leaves=31 num_cat=0 split_feature=9 3 1 9 1 1 1 5 5 9 9 9 9 9 1 9 3 9 5 5 9 9 3 1 2 5 3 1 9 2 split_gain=14.3204 17.2769 22.293 17.278 12.0934 11.7113 12.3736 13.0683 11.6735 17.6209 11.5586 11.5246 22.3533 11.1199 10.491 10.2202 10.1437 15.957 13.6728 11.6566 11.9025 12.6023 16.7216 13.8061 15.7024 21.9084 48.5619 10.7366 10.1435 9.95456 threshold=5.2550000000000008 29.500000000000004 0.82683658170914553 2.3350000000000004 0.98936170212765973 0.66751700680272119 0.74095860566448812 8.5000000000000018 225.50000000000003 4.9650000000000007 5.1150000000000011 6.1150000000000011 6.0750000000000011 5.2350000000000012 0.76024883359253514 5.3550000000000013 28.500000000000004 5.3450000000000006 786.50000000000011 25.500000000000004 9.7700000000000014 5.7750000000000012 18.500000000000004 0.35310102301790286 0.81302966101694929 894.50000000000011 27.500000000000004 0.64126753749395271 4.8750000000000009 0.68091632946090597 decision_type=8 8 2 10 2 2 2 2 2 10 10 10 10 10 2 8 8 10 2 2 10 10 10 2 2 2 10 2 10 2 left_child=1 3 5 -1 16 10 28 14 -5 -10 -3 12 15 -4 -8 -6 17 -2 -18 -19 21 23 -23 24 25 -21 -27 -25 -7 -24 right_child=4 2 13 8 11 6 7 -9 9 -11 -12 -13 -14 -15 -16 -17 18 19 -20 20 -22 22 29 27 -26 26 -28 -29 -30 -31 leaf_value=0.0014900370676538971 0.0032666079815574368 0.00018352587391280145 0.0019997153438092883 -0.0011953755958350365 -0.0079573815742379692 -0.0060897246735507104 -0.0002413572282935727 0.0044734371056603141 0.0032329613434284362 -0.0050485399933657459 -0.0014822505790652346 -0.0031349895011300332 0.020143912947531081 0.014078208035381175 -0.0053922130147009209 5.9761228061275898e-05 0.00029974163215662985 -2.7488955963087409e-05 -0.0085867064721616374 0.0059821362780461268 -0.0047317543436051438 0.0012267987770286264 0.0082819091995842194 -0.0074500101381239948 -0.0059460783556869873 -0.010134419414231913 0.19640824876999727 0.005556234178158659 -0.0004537121720749321 0.0033127831453393102 leaf_weight=294.79872264969163 309.28751355304848 4678.5830470590736 448.98604531900492 2839.6423724437482 16.66455122444313 91.701018457650207 167.06045961601194 44.691760146757588 128.43261999503011 32.117734940722585 457.2658355642925 173.01493335864507 5.4239808761049053 7.7537469544913611 51.803315945842769 346.95738372416236 3239.5174967468192 774.69090948998928 17.40719383850228 28.306613728520464 25.192864439333789 204.15119866660098 72.530635516624898 35.348230966483243 13.559085745771879 0.27678975398884986 0.19335675274487585 7.7359310308238483 48.994704040582292 90.763530491909478 leaf_count=12173 27152 214441 14570 177804 645 5339 6504 3864 9883 6573 41993 4162 80 249 2742 12798 227358 65535 1863 5864 22539 18042 6345 8078 2654 78 18 1888 4857 5089 internal_value=0 -0.000238343 8.12875e-05 -0.000820065 0.000410687 -9.37772e-05 -0.00173257 -0.000454288 -0.00104706 0.00157627 3.52149e-05 -0.00100544 -7.07607e-06 0.00220476 -0.00146052 -0.000307659 0.00056998 0.00123247 0.000252246 0.000730268 0.00195821 0.00233037 0.00313468 -0.00112947 0.00292618 0.00710663 0.0748102 -0.00511469 -0.00412709 0.00551993 internal_weight=0 9291.83 5996.84 3294.99 5361.02 5540.1 404.251 263.556 3000.19 160.55 5135.85 542.061 369.046 456.74 218.864 363.622 4818.96 1562.04 3256.92 1252.75 478.058 452.865 367.445 85.42 42.3358 28.7768 0.470147 43.0842 140.696 163.294 internal_count=911180 500992 294559 206433 410188 279740 23306 13110 194260 16456 256434 17685 13523 14819 9246 13443 392503 163282 229221 136130 70595 48056 29476 18580 8614 5960 96 9966 10196 11434 is_linear=0 shrinkage=0.01 Tree=728 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 9 10 9 5 10 5 10 9 5 5 2 2 5 2 2 9 5 9 2 10 9 5 5 5 9 split_gain=515.856 359.93 47.0712 29.4319 28.57 23.2208 22.4788 19.4053 17.1692 12.9475 12.7869 12.6751 11.2806 17.5133 10.9232 10.657 11.9497 10.1694 9.61299 10.5031 10.7027 9.26295 16.1801 26.7102 21.6994 13.342 9.23375 12.2222 8.10817 12.6157 threshold=0.99998754262924205 5.1029428504989491e-06 0.00017857718921725002 4.8650000000000011 0.99894970655441295 3.8050000000000002 5.5826109246481803e-07 5.3250000000000011 2748.0000000000005 0.0089773964136838514 408.50000000000006 0.99999946355819713 9.0500000000000025 332.50000000000006 42.500000000000007 0.83939594356261027 0.71940522036799326 25.500000000000004 0.87577160493827166 0.86984754376058737 1.5450000000000002 90.500000000000014 6.3850000000000007 0.42124060150375936 2.9517374969145752e-05 6.8650000000000011 10.500000000000002 2.5000000000000004 212.50000000000003 3.9650000000000003 decision_type=2 2 2 10 2 10 2 8 2 2 2 2 10 2 2 2 2 2 2 2 8 2 10 2 2 8 2 2 2 8 left_child=1 6 7 4 9 -6 -1 -3 21 15 -5 -2 -8 -14 17 16 -4 -7 19 20 -17 -9 -23 24 25 -24 27 -21 -11 -30 right_child=11 2 3 10 5 14 12 8 -10 28 -12 -13 13 -15 -16 18 -18 -19 -20 26 -22 22 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.008665747414077378 0.0061768721687540454 -0.0032974743218330818 -0.0012316894834430493 0.0007435290826824254 0.0043550632954890353 -0.0037087258158108663 -0.0056495722697679678 -0.0010456541054106973 0.065689675682215162 -0.00026325370300935301 -0.0032457792874149372 0.0096527479162480164 0.0018443924821480856 0.18862505691974782 0.006110413507692705 0.036918902090508306 -0.0044607473993309565 -0.024675150807698155 6.8381369107930143e-06 0.0019818886151823033 0.00034468964751282891 -0.0002713203490680875 0.12180629699175231 0.0064093018911587848 0.013229164393130724 0.050086823823514266 0.0017200769121613036 0.030393838843618331 0.003912757821698855 -0.0017180023975603609 leaf_weight=406.14947844811832 133.57315311487764 583.1563069432741 1194.6773316853214 5539.9559548585676 218.30743846925907 45.784884952008724 343.58451967890142 282.82037284923717 0.39416281739249726 4798.9060619529337 81.529195204144344 488.91998682555277 18.528606787731409 0.050336504471487298 11.415178388357161 0.83632054366171615 126.76602013176307 2.4364773333072653 121.11315648863092 2.2424625419080275 18.472136986907572 33.544766224222258 0.37833782355301004 13.268811286310664 1.2572843795642255 0.82500337064266216 3.7787651270627975 4.6612724955193698 113.07569066435099 61.394303333945572 leaf_count=326328 17679 103524 29290 76839 13632 584 147220 31291 35 37867 1831 97869 8500 15 94 15 4503 18 2668 51 703 7636 29 1263 47 35 78 39 773 724 internal_value=0 -0.000396127 -1.05844e-05 0.000151672 -0.000294778 0.00284435 -0.00705055 -0.00219823 -0.000270261 -0.000430136 0.000685672 0.0089069 -0.00523917 0.00235044 -0.00268581 -0.00125378 -0.00154145 -0.00476809 0.00126197 0.00633062 0.00192885 -0.000348549 0.00365264 0.0120209 0.0422813 0.0726359 0.0142867 0.0211651 -0.000186265 0.00193135 internal_weight=0 14029.3 13261 12345.4 6723.87 277.944 768.313 915.645 332.489 6445.92 5621.49 622.493 362.163 18.5789 59.6365 1472.55 1321.44 48.2214 151.104 29.991 19.3085 332.095 49.2742 15.7294 2.46063 1.20334 10.6825 6.90374 4973.38 174.47 internal_count=911180 795632 313569 169709 91039 14328 482063 143860 40336 76711 78670 115548 155735 8515 696 37347 33793 602 3554 886 718 40301 9010 1374 111 64 168 90 39364 1497 is_linear=0 shrinkage=0.01 Tree=729 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 9 10 9 10 10 9 9 5 9 5 9 5 5 5 9 3 5 1 1 3 5 1 10 10 9 split_gain=509.903 355.414 46.2448 28.6043 27.8644 22.9904 22.5011 20.24 12.7342 12.4422 13.7942 25.6742 12.5763 14.2008 11.923 10.6187 9.73157 9.44981 9.38301 9.37867 14.8705 20.3761 9.66314 10.0392 9.17597 13.9802 14.7815 25.1746 11.3276 8.95539 threshold=0.99998754262924205 5.1029428504989491e-06 0.00025326936156485003 4.8650000000000011 0.99894970655441295 3.2350000000000008 6.6807518805944721e-07 5.3550000000000013 0.99999946355819713 0.51461192965507518 2.5450000000000004 2.5750000000000006 280.50000000000006 2.4350000000000005 408.50000000000006 9.0500000000000025 42.500000000000007 1.0000000180025095e-35 28.500000000000004 3.3950000000000005 28.500000000000004 225.50000000000003 1.0000000180025095e-35 0.066767983789260368 29.500000000000004 11.500000000000002 0.062895569620253167 2.2592552113565038e-06 7.5131012522433604e-07 3.7050000000000005 decision_type=2 2 2 10 2 10 2 10 2 2 8 8 2 10 2 10 2 2 2 10 8 2 2 2 8 2 2 2 2 10 left_child=1 6 7 4 9 -6 -1 -3 -2 10 12 -12 13 -4 -5 -8 18 -9 -7 -13 21 -21 -22 -24 -17 -26 -27 28 -28 -23 right_child=8 2 3 14 5 16 15 17 -10 -11 11 19 -14 -15 -16 24 -18 -19 -20 20 22 29 23 -25 25 26 27 -29 -30 -31 leaf_value=-0.0085610684503863149 0.0061521122096742063 -0.0027919555483245317 -0.0016577787510775165 0.00074835279680979738 0.0049873007694396032 -0.0020227957662861426 -0.0055195834050707649 -0.0030957468651056949 0.0096478676954239034 0.00025548837527614989 0.0058492813863344787 -0.0010195994175772648 0.0096817498246191194 -0.0061068633833858887 -0.0031314809052258009 -0.00098144739064826903 0.0045615358639591441 0.0014957957098373717 -0.019551331510051159 -0.0026857760991421255 0.0019326951054959068 0.020781303228410462 -0.0077566401205009759 8.5579690122378069e-05 -0.010028305738570512 0.0080705081359942147 0.15013129546442516 0.12737248002237336 0.0080433909940097973 0.0043086934311998074 leaf_weight=424.93208365549799 132.77364514954388 804.7889140387997 529.01056979596615 5483.4860973851755 177.18606065562926 72.940899630077183 320.39291493344354 58.117580958059989 484.29878152208403 1927.2964240214787 62.995357962325215 2148.8248785957694 8.9461585693061334 82.997414583340287 80.366999074816704 14.367391298117584 23.867622857913375 195.9549713950837 3.1873197704553595 280.09433887898922 329.85848227422684 4.3468850255012539 16.608288005925715 952.92535828892142 1.171458893339149 1.1046571949264037 0.062440969515591749 0.3638675477122888 0.55320075445342809 13.708258928731082 leaf_count=342156 17679 117210 4057 71846 12897 1146 132382 6273 97869 17507 410 19004 96 730 1692 6319 255 30001 30 6020 3290 87 359 20246 469 416 37 97 187 413 internal_value=0 -0.000392435 -1.04884e-05 0.000163518 -0.000279921 0.00282375 -0.00702941 -0.00201513 0.0088957 -0.000415236 -0.000707018 -0.000481732 -0.00208908 -0.00226114 0.000692311 -0.0051039 -0.00100992 0.000445508 -0.00275668 -0.000588189 -7.90567e-06 -0.00202205 0.000454245 -4.8759e-05 0.00245345 0.017612 0.0331479 0.0614294 0.0224545 0.00827457 internal_weight=0 14020.5 13257.5 12198.6 6634.79 277.182 762.948 1058.86 617.072 6357.61 4430.32 3809.36 620.954 612.008 5563.85 338.016 99.9958 254.073 76.1282 3746.37 1597.54 298.149 1299.39 969.534 17.623 3.25563 2.08417 0.979509 0.615642 18.0551 internal_count=911180 795632 313569 160085 86547 14328 482063 153484 115548 72219 54712 49829 4883 4787 73538 139907 1431 36274 1176 49419 30415 6520 23895 20605 7525 1206 737 321 224 500 is_linear=0 shrinkage=0.01 Tree=730 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 10 9 9 10 9 9 9 2 10 0 2 2 2 9 1 1 1 1 9 9 9 9 2 1 1 split_gain=504.014 350.949 45.4712 28.2767 58.3312 22.5276 18.9361 17.6919 12.793 11.0255 8.56444 8.34326 9.53998 11.9899 10.7346 16.2069 8.60234 11.433 7.5725 7.55806 7.27334 7.16191 7.12123 13.4576 6.92687 37.7798 16.2116 14.5809 19.0651 12.6702 threshold=0.99998754262924205 5.1029428504989491e-06 0.00017857718921725002 3.3950000000000005 0.97252115607261669 5.5826109246481803e-07 5.3250000000000011 2.1250000000000004 0.99999946355819713 9.0500000000000025 9.7700000000000014 3.2650000000000001 0.70853559870550176 0.99473056197166454 1.0000000180025095e-35 0.49341991341991348 0.46186166774402071 0.45488466757123475 3.8750000000000004 0.86715686274509818 1.0000000180025095e-35 0.55028089887640463 0.77442071785552036 3.2050000000000005 2.5450000000000004 2.5750000000000006 2.4350000000000005 0.22271825396825398 0.50144508670520238 0.040202020202020204 decision_type=2 2 2 10 2 2 8 10 2 10 10 10 2 2 2 2 2 2 10 2 2 2 2 10 8 8 10 2 2 2 left_child=1 5 6 4 24 -1 -3 -6 18 21 -5 16 13 -13 -15 -16 17 19 -2 22 -8 -7 -9 -24 26 27 -4 -26 -29 -28 right_child=8 2 3 10 7 9 20 11 -10 -11 -12 12 -14 14 15 -17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 29 28 -30 -31 leaf_value=-0.0086419716710315047 0.0080721339739412909 -0.0032561228227120371 -0.0011986511892736298 0.00046363780526816327 0.005096305819597512 -0.0046974888549451404 -0.0036228192110807776 -0.00073544983031085273 0.0096429575043705269 0.002295420868440225 0.0050443149014111248 0.0017908551701109349 0.0078339005394718157 -0.0058807313541523075 -0.0054397595659640124 -0.040790927821679916 0.0034032065826042407 -0.031524853453442907 0.0031771596563745699 0.0064018145781481652 0.00038965537924431248 -0.0079368672376207167 -0.026048838221171752 0.011060649114795205 0.0093878572519262155 -0.00092660308451065901 -0.011789521045581968 0.0051187516082082298 -0.010202826228074502 -0.0035515006530699601 leaf_weight=399.23979783128016 79.544151120935567 579.68873915611766 696.12184407375753 8200.7116979931016 199.37404966796748 245.15607563761296 53.931154587073252 68.214468570891768 479.72285869973712 18.66153664200101 41.021038586273789 9.8937879353761726 5.621168738231062 8.8519332557916623 2.4723086152225724 2.7276643458753824 130.24718861375004 1.182610448449849 52.437815099256113 14.381499023642389 278.28814372688066 94.581562275765464 2.9672453505918375 1.4571176171302793 48.051464779302478 2753.1335455025546 23.744378354400396 33.887876510620117 10.681242917664347 87.356377930380404 leaf_count=326328 13857 103524 5676 116649 14189 108803 4022 1620 97869 8515 691 84 63 136 48 72 3152 29 3822 451 36314 38417 59 21 355 25096 169 269 80 800 internal_value=0 -0.000388776 -1.03901e-05 0.000148822 -0.000529784 -0.0070082 -0.00216522 0.00287837 0.00888442 -0.00518825 0.000486437 0.00109543 -0.00388998 -0.00664212 -0.0125797 -0.0239833 0.00177019 -0.000641236 0.00612731 -0.000221526 -0.000261714 -0.00559932 -0.00153286 -0.0138272 -0.000947191 -0.000715268 -0.0017648 0.00556664 0.00144685 -0.00531212 internal_weight=0 14011.6 13254 12342.1 4100.37 757.639 911.908 447.391 611.705 358.399 8241.73 248.017 29.5669 23.9457 14.0519 5.19997 218.45 88.2029 131.982 87.0203 332.219 339.738 72.6388 4.42436 3652.98 2845.75 807.223 92.6206 44.5691 111.101 internal_count=911180 795632 313569 169709 52369 482063 143860 19924 115548 155735 117340 5735 403 340 256 120 5332 2180 17679 2151 40336 147220 1700 80 32445 25800 6645 704 349 969 is_linear=0 shrinkage=0.01 Tree=731 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 2 4 2 3 3 3 10 3 2 4 4 2 10 2 2 2 10 10 10 2 2 2 4 split_gain=498.193 346.53 44.6759 22.7942 22.5464 12.8498 10.4574 9.55525 9.99337 13.4 14.7103 8.61483 8.11552 7.9994 6.62954 14.3404 6.17806 5.86837 6.36422 10.8645 17.7338 8.21333 10.0232 31.6781 5.98286 6.58393 11.0852 39.1758 5.199 5.00629 threshold=0.99998754262924205 5.1029428504989491e-06 0.0006371206545736001 0.99894970655441295 5.5826109246481803e-07 0.99999946355819713 0.18897357583045957 0.79516317016317017 6.5000000000000009 0.8577380952380953 28.500000000000004 42.000000000000007 19.500000000000004 5.9116524425917312e-05 29.500000000000004 0.80066225165562932 2.5000000000000004 2.5000000000000004 0.49341991341991348 5.7829336697068367e-07 1.0000000180025095e-35 0.69576423128641873 0.69264507422402166 2.2592552113565038e-06 4.0456557144352709e-06 4.5455417421180763e-06 0.73703419131771042 0.76103179753406891 0.8185736677115989 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 10 2 10 8 10 2 10 2 10 10 2 2 2 2 2 2 2 2 2 2 2 10 left_child=1 4 13 6 29 -2 11 17 14 10 -10 -4 -5 -3 -9 -16 -14 -6 19 20 -19 22 -20 -24 -23 26 -26 -28 -15 -1 right_child=5 2 3 12 7 -7 -8 8 9 -11 -12 -13 16 28 15 -17 -18 18 21 -21 -22 24 23 -25 25 -27 27 -29 -30 -31 leaf_value=-0.0087840056019821179 0.0061026799729108037 -0.002593946819687346 -0.0002282890585240055 0.0049370938110591504 -0.0064453977034135751 0.0096380170012579525 0.00039147395205511078 -0.005124419337401839 -0.010019920210129587 -0.010037586004448866 0.19587798313135976 0.020240041139776236 0.0020862072900472875 -0.0014143208262650695 0.021453587611078188 -0.00094431643517980013 -0.0011598905598670637 0.13845458244774425 0.006219904108942984 -0.0080282246962006549 -0.010026542462606152 -0.010017085340878496 -0.010011534685133909 0.43811277044652419 -0.01002038772813729 -0.0100272173430899 0.30716339477702664 -0.010027829657445517 0.00057194608605835948 -0.00042289927439679003 leaf_weight=388.52201540864189 131.19405924901366 553.84654380462598 5388.6908188755624 87.704420075751841 258.23629703692859 475.19178105040919 5793.660956824664 32.589457384863636 0.053984815254806473 0.15488304710015655 0.097130051988642663 2.0570632470771661 420.22527354443446 778.15412573423237 3.1761801358079564 28.584704775625141 68.138075202237815 0.1343751325039183 11.700544543913566 14.972494949237442 0.20039422035915777 5.9787740382016628 0.053821680310648712 0.022315153502859175 0.13870975200552482 0.30310825858032331 0.063054377678781748 0.10180827172007412 158.6445831283927 7.2957169055007389 leaf_count=316902 17679 108387 78395 2521 105048 97869 39377 14192 28 53 39 15 15827 57724 1338 12159 1572 18 8682 9057 194 4528 53 18 82 162 34 50 9751 9426 internal_value=0 -0.000385124 -1.02859e-05 0.000196435 -0.00698688 0.00887313 9.65204e-05 -0.00516299 -0.00168467 0.0553274 0.122322 -0.000220479 0.00213629 -0.00164122 -0.00195577 0.00129554 0.0016333 -0.00593343 -0.00200672 -0.00676848 0.0495732 0.00196284 0.0069641 0.12133 -0.00698085 0.0229409 0.0558587 0.111287 -0.00107795 -0.00862989 internal_weight=0 14003.5 13251.1 11760.5 752.38 606.386 11184.4 356.562 64.6563 0.305998 0.151115 5390.75 576.068 1490.65 64.3503 31.7609 488.363 291.906 33.6694 15.3073 0.334769 18.3621 11.7767 0.0761368 6.58545 0.606681 0.303572 0.164863 936.799 395.818 internal_count=911180 795632 313569 137707 482063 115548 117787 155735 27809 120 67 78410 19920 175862 27689 13497 17399 127926 22878 9269 212 13609 8753 71 4856 328 166 84 67475 326328 is_linear=0 shrinkage=0.01 Tree=732 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 3 3 10 5 4 1 4 5 5 1 5 1 4 5 1 5 1 1 1 4 5 1 3 3 split_gain=492.434 342.165 43.9134 23.9687 22.5621 12.9081 10.1492 12.9011 10.3045 9.78132 9.63313 9.23093 10.0474 10.6356 13.3299 8.45499 10.6388 25.3479 10.3003 8.34735 12.2087 13.0906 14.6931 10.662 8.95874 13.4496 8.38086 8.08934 7.67105 8.5872 threshold=0.99998754262924205 5.1029428504989491e-06 0.00017857718921725002 0.8784809708595277 5.5826109246481803e-07 0.99999946355819713 18.500000000000004 11.500000000000002 0.99766892194747936 164.50000000000003 2.5000000000000004 0.52960654460459688 2.5000000000000004 1351.5000000000002 2748.0000000000005 0.33460559796437661 166.50000000000003 0.26344707923655292 1.5000000000000002 2.5000000000000004 0.051836094939543158 16.500000000000004 1.0000000180025095e-35 0.066767983789260368 0.045804195804195758 1.5000000000000002 9.5000000000000018 0.63673020527859248 9.5000000000000018 6.5000000000000009 decision_type=2 2 2 2 2 2 8 10 2 2 8 2 10 2 2 2 2 2 10 2 2 2 2 2 2 10 2 2 8 10 left_child=1 4 9 19 -1 -2 7 8 -5 -3 -8 12 -6 -14 -15 16 17 -11 -18 28 21 24 -23 -22 -21 -26 -25 -12 29 -4 right_child=5 2 3 6 11 -7 10 -9 -10 15 27 -13 13 14 -16 -17 18 -19 -20 20 23 22 -24 26 25 -27 -28 -29 -30 -31 leaf_value=-0.0086177310944823768 0.0060777927158364243 -0.002451755882583648 -0.00043200377186992283 -0.00064646074863797481 -0.0048627775916972203 0.0096330458213673489 0.0010045691158067594 0.005540053738474029 0.0046057072679144715 0.015352821444133538 -0.00011331281957718341 -0.0076851034524177755 0.0009064548002728197 0.25081316949039506 -0.01001755180218381 -0.0017322887290683372 0.00031197349614074969 0.19571067987039509 0.011772718293850976 0.0025354143068636796 -0.0038032717302231723 -0.0024251528252230994 0.0018395182478967674 -0.00069434234187498126 0.0013287130469651044 0.023580183479681615 0.00041147509329616866 -0.0043063929878028005 -0.00027322960625791127 -0.0048461741252477878 leaf_weight=392.42987630545394 130.41785877349321 829.63166093640029 99.915429171640426 113.30272128991783 222.03139683871996 470.70511451584753 2142.994078900665 105.62753837858327 55.728620945243165 0.39280248899012704 239.67125473823398 101.54633914952865 31.096589583350582 0.038339776860083385 0.040072141506243497 43.156271500163712 23.050759879406542 0.097208096529357135 11.885477525880559 339.9718520315364 71.780013324692845 139.13806437887251 192.63864452531561 963.78791486145929 5.8049292536452395 5.1055021584033966 2372.4543530109804 56.940119122155011 5354.6552135008387 78.850931482855231 leaf_count=326328 17679 124630 1159 892 92684 97869 32503 1543 1472 75 2301 43199 19781 37 34 11605 4350 35 3165 2993 1290 1541 1830 15676 76 34 48090 963 56340 1006 internal_value=0 -0.000381561 -1.01871e-05 0.000146024 -0.00696555 0.00886171 0.000975965 0.0027984 0.00108515 -0.00213236 0.000770789 -0.00513789 -0.00411635 0.00119975 0.117517 0.00123961 0.00485998 0.0511321 0.00421097 -8.80424e-05 0.000254483 0.00147512 5.1032e-05 9.97887e-06 0.00282166 0.0117412 9.20218e-05 -0.000918253 -0.000341261 -0.00237902 internal_weight=0 13993.8 13246.6 12338.4 747.183 601.123 2714.26 274.659 169.031 908.214 2439.61 354.753 253.206 31.175 0.0784119 78.5825 35.4262 0.490011 34.9362 9624.1 4090.68 682.659 331.777 3408.02 350.882 10.9104 3336.24 296.611 5533.42 178.766 internal_count=911180 795632 313569 169709 482063 115548 39674 3907 2364 143860 35767 155735 112536 19852 71 19230 7625 110 7515 130035 71530 6474 3371 65056 3103 110 63766 3264 58505 2165 is_linear=0 shrinkage=0.01 Tree=733 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 9 9 10 5 10 10 5 5 9 5 3 1 9 1 1 5 5 10 1 1 10 5 9 1 9 split_gain=486.738 337.901 47.1597 28.601 26.9653 22.5789 21.0122 18.9318 15.385 13.2446 12.9662 12.7746 10.5878 9.48854 21.6417 9.24696 8.90695 8.62842 8.76846 24.255 58.7696 33.0702 20.7234 15.3258 11.4909 15.835 12.8882 11.3672 9.35893 8.15082 threshold=0.99998754262924205 4.0456557144352709e-06 0.00014260681928130004 4.8650000000000011 0.99894970655441295 3.8050000000000002 5.995000000000001 5.5826109246481803e-07 1.0000000180025095e-35 0.0089773964136838514 0.99999946355819713 408.50000000000006 58.500000000000007 9.0500000000000025 332.50000000000006 42.000000000000007 0.87585616438356173 3.2050000000000005 0.33460559796437661 0.32087118565105982 15.500000000000002 34.500000000000007 0.00073490195791230009 0.18142633228840127 0.33218390804597703 0.00037353503284970005 102.50000000000001 3.7050000000000005 0.49184758529020828 4.2350000000000012 decision_type=2 2 2 10 2 10 10 2 2 2 2 2 2 10 2 10 2 8 2 2 2 2 2 2 2 2 2 8 2 10 left_child=1 7 6 4 9 -6 -3 -1 -8 15 -2 -5 -7 -9 -15 16 17 -4 19 23 27 22 -22 -19 25 26 -23 -21 -20 -30 right_child=10 2 3 11 5 12 8 13 -10 -11 -12 -13 -14 14 -16 -17 -18 18 28 20 21 24 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0086054829773084505 0.0060528655986147734 -0.0029105677138432672 -0.0025888343966585111 0.00071920157887443823 0.004272223969588507 -0.0045204305840611603 -0.0062553282895659893 -0.0057157289642136974 0.0032586494517700664 -0.00018221949855533947 0.0096280436373613783 -0.003259093079025784 0.0069590751138105846 0.0014905913186933407 0.22942868906727568 0.03192153669430365 0.0008030320990122993 0.00060824533633132573 -0.0041241053918449786 0.011505991920823855 0.064297911127484217 0.029303012857705615 0.027003439738215795 -0.0038196871056662292 -0.002542681479448583 0.011270009664474336 0.1360403319673382 -0.0031840379754616232 -0.0018510254044598645 0.0021046291167194672 leaf_weight=389.07535461385851 129.64926308311988 741.29485562664922 500.52131481375545 5572.5012724266853 215.42985387309454 50.095647295936942 20.543484940426424 298.18919150394504 98.456984097370878 4971.2372301360592 466.26243014575448 81.901084607467055 9.5692571289837343 16.495770870067648 0.041759445099159076 0.83995423465967078 182.80006683990359 241.18259228393435 133.81353291519918 6.367903822567313 1.8569077444262818 0.25198958441615049 7.5396578954532743 115.64758240943775 4.982162578497082 1.7861975058913229 0.20528223179280758 30.484251958783716 223.66576818400063 67.906495618401095 leaf_count=326328 17679 136398 10692 80253 13632 615 1853 134820 11977 39364 97869 1934 81 7923 12 5 2057 5588 6106 198 49 18 67 4810 227 78 23 662 5630 4232 internal_value=0 -0.00037801 -2.01767e-05 0.000136652 -0.000302022 0.00276452 -0.0022844 -0.00713039 0.00161622 -0.000431983 0.00885021 0.000661578 -0.00267931 -0.00530682 0.00206617 -0.00124893 -0.00126727 -0.00155049 -0.0009286 0.000114383 0.00639505 0.0220046 0.0343734 -0.000826834 0.00591964 0.0247123 0.0772204 -0.00064566 -0.00193461 -0.000929763 internal_weight=0 13984.7 13280.9 12420.6 6766.18 275.095 860.295 703.802 119 6491.09 595.912 5654.4 59.6649 314.727 16.5375 1519.85 1519.01 1336.21 835.69 410.305 53.4744 16.6222 9.39657 356.83 7.22563 2.24347 0.457272 36.8522 425.386 291.572 internal_count=911180 795632 326549 176321 94134 14328 150228 469083 13830 79806 115548 82187 696 142755 7935 40442 40437 38380 27688 11720 1322 462 116 10398 346 119 41 860 15968 9862 is_linear=0 shrinkage=0.01 Tree=734 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 9 10 9 10 9 4 9 9 2 9 9 1 10 9 9 2 1 9 10 9 9 1 4 9 1 split_gain=481.104 333.686 46.3211 28.0423 56.4912 20.6736 18.9514 17.5295 13.0241 9.38172 8.7655 11.9351 34.7346 29.2297 22.964 20.0015 21.4202 18.6475 11.1015 11.8508 11.5105 11.7877 16.7387 13.6466 11.0328 12.4854 13.6114 19.2033 13.5802 12.0949 threshold=0.99998754262924205 4.0456557144352709e-06 0.00014260681928130004 3.3950000000000005 0.97252115607261669 5.8950000000000005 5.5826109246481803e-07 2.1250000000000004 0.99999946355819713 9.0500000000000025 1.5000000000000002 6.9850000000000012 6.1150000000000011 0.84240094618568906 5.2550000000000008 6.1250000000000009 0.23557158712541623 0.3781151175498963 5.3150000000000004 5.705000000000001 0.37529342723004699 0.51630627437079057 5.745000000000001 0.049213243648409809 9.7700000000000014 8.1200000000000028 0.82683658170914553 3.5000000000000004 8.0200000000000014 0.023937770392229853 decision_type=2 2 2 10 2 10 2 10 2 10 10 10 10 2 10 10 2 2 10 10 2 2 10 2 10 10 2 10 10 2 left_child=1 6 5 4 -4 -3 -1 -6 -2 -8 11 12 14 15 -5 16 -14 -13 -16 -20 -21 -22 -23 -24 25 26 28 -28 -12 -27 right_child=8 2 3 10 7 -7 9 -9 -10 -11 24 17 13 -15 18 -17 -18 -19 19 20 21 22 23 -25 -26 29 27 -29 -30 -31 leaf_value=-0.0085931492952444188 0.0060278996309813962 -0.0029122049781027753 -0.00094418537188168078 0.00037380098623238377 0.0050490090761629147 0.0014641106158297616 -0.0056909007066149233 0.0010531078034305824 0.0096230099797851472 0.0020404448980773323 -0.00015720259715879857 0.00075996557587354951 -0.018306940750787096 -0.0098384167833943468 0.0039906488593822419 0.00078730974130833452 -0.0032540488149492516 0.0051503688937742818 0.00077239847516731065 7.7806016031173798e-06 0.003033350938912579 0.022726292795873935 -0.0040151609039767947 0.0090926587871145558 0.0068235796260462632 0.0044331597594178974 0.0053582974311447672 -0.0041290281444298924 0.0087808989023023601 -0.0041916555468657626 leaf_weight=385.75410729294526 128.88819855381735 731.7596925154794 3685.0985610978678 3738.6382698034868 197.62426344375126 126.62221256142948 296.50370193162235 246.9934040857479 461.86330434749834 16.572668306354899 2245.5756890650373 275.70870159287006 10.43907295912504 47.593590453267097 217.95282726595178 170.23777709435672 100.1077689724043 149.03452582657337 701.66685767099261 89.25653022993356 186.62454486452043 7.0492066312581292 10.215861257165669 35.693660706281662 23.359517510049045 18.839879237115383 98.117903331294656 27.262837850488722 17.128316939808428 118.70229043252766 leaf_count=326328 17679 135150 33739 52898 14189 15078 134820 5735 97869 7935 41680 3267 102 384 2978 1547 1446 1339 9486 916 1980 55 239 209 324 305 1106 378 196 1823 internal_value=0 -0.000374482 -1.99901e-05 0.000135296 -0.00053793 -0.00226664 -0.00710959 0.00282921 0.00883864 -0.00528164 0.0004707 0.000687396 0.0005585 -0.00259176 0.000765931 -0.00136344 -0.00467551 0.00230048 0.0019402 0.00150653 0.00307301 0.00421495 0.00837887 0.00617589 -1.72915e-05 -8.05627e-05 8.81742e-05 0.00329537 -8.95426e-05 -0.00301027 internal_weight=0 13976.1 13277.3 12418.9 4129.72 858.382 698.83 444.618 590.752 313.076 8289.21 5740.22 5315.48 328.378 4987.1 280.785 110.547 424.743 1248.46 1030.51 328.84 239.583 52.9587 45.9095 2548.99 2525.63 2388.08 125.381 2262.7 137.542 internal_count=911180 795632 326549 176321 53663 150228 469083 19924 115548 142755 122658 76846 72240 3479 68761 3095 1548 4606 15863 12885 3399 2483 503 448 45812 45488 43360 1484 41876 2128 is_linear=0 shrinkage=0.01 Tree=735 num_leaves=31 num_cat=0 split_feature=3 4 1 5 5 2 1 2 1 2 1 5 1 5 4 5 5 1 1 1 2 2 4 4 3 1 1 5 4 4 split_gain=11.1482 7.80186 8.7924 11.0434 31.7894 11.9449 16.7606 14.9061 7.79391 9.50292 7.0743 12.3588 6.85774 11.0211 21.5161 6.84626 13.6087 12.2745 28.9413 15.5181 12.1918 9.62011 8.84476 7.68623 5.44107 5.26825 7.85577 34.2656 5.20997 5.54533 threshold=42.000000000000007 2.5000000000000004 0.63673020527859248 53.500000000000007 59.500000000000007 0.16749174917491746 0.85307609282245023 0.15074051531750862 0.66522988505747138 0.28015151515151521 0.62532051282051293 1.0000000180025095e-35 0.64326765188834167 174.50000000000003 3.5000000000000004 176.50000000000003 488.50000000000006 0.20701970443349751 0.24494897959183673 0.52960654460459688 0.41202270381836947 0.76103179753406891 6.5000000000000009 3.5000000000000004 6.5000000000000009 0.29041268697062544 0.29442724458204333 401.50000000000006 3.5000000000000004 4.5000000000000009 decision_type=10 8 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 10 10 10 2 2 2 10 10 left_child=1 -1 10 -4 8 6 7 -6 -5 -10 15 -12 13 -7 -15 24 17 -17 21 25 -21 -19 -18 -22 -3 -20 27 -27 -23 -30 right_child=-2 2 3 4 5 12 -8 -9 9 -11 11 -13 -14 14 -16 16 22 18 19 20 23 28 -24 -25 -26 26 -28 -29 29 -31 leaf_value=6.9918754811582585e-05 0.014704322314270296 -0.0041335911434268076 -0.0030352772859390492 -0.010052647702122806 0.088918555151007314 -0.010093907377696174 -0.00069549038057412343 0.010769718862461556 -0.0095167739819296132 0.038533194786748028 0.012013161231977076 -0.0056906662299506553 -0.0060029869369277681 0.19579352997648972 -0.010200616295297475 -0.0036630535355711576 -0.0084413900121161674 0.034887406252316601 -0.009781131278858976 -0.011506258328612389 0.032188881160781252 -0.0035458138696084556 0.03944298322474165 0.0063133611533764322 -0.00050828148145212141 -0.010106895677260011 0.00026246313527911977 0.22001947943212707 0.017951967479490724 -0.020055459441590817 leaf_weight=13135.205997755751 5.1536125645507118 43.166086495388299 233.91006186511368 0.47360299743013712 0.50275557936402337 0.25977315008640189 1.7550353248370809 0.47436062461929396 0.46657085174229029 3.4932044969173148 11.540195782727098 5.9897584299906148 15.344539468525907 0.097096990735735744 0.10612530424259603 16.047005359258037 12.849711927730819 2.7555286212591446 5.5928022052976294 1.2719917179783795 3.2810511564603075 1.4541332680964814 0.39768156851641911 1.7658084527938624 1011.5076374970085 0.25368549552513542 27.601581882801838 0.086856101173907518 10.683432135090696 0.39818325341912064 leaf_count=751355 307 7361 15910 624 21 156 399 119 119 209 1337 1088 4642 48 38 3519 3087 135 1310 372 488 289 35 423 107876 106 9206 14 515 72 internal_value=0 -6.04736e-06 -0.000711963 -0.00238549 0.00423055 -0.00152184 0.0177854 0.0509796 0.0282861 0.0328716 -0.000340283 0.00596399 -0.00485887 0.0330593 0.0882207 -0.0004373 0.00230257 0.00403432 0.00627422 0.00178684 0.0161621 0.0179697 -0.00700392 0.0231355 -0.00065666 -0.000921829 0.000851419 0.0485875 0.014251 0.0165863 internal_weight=0 14548.7 1413.53 256.883 22.9731 18.5397 2.73215 0.977116 4.43338 3.95978 1156.64 17.53 15.8075 0.462995 0.203222 1139.11 84.4395 71.1921 55.1451 39.8538 6.31885 15.2913 13.2474 5.04686 1054.67 33.5349 27.9421 0.340542 12.5357 11.0816 internal_count=911180 910873 159518 22285 6375 5423 539 140 952 328 137233 2425 4884 242 86 134808 19571 16449 12930 11919 1283 1011 3122 911 115237 10636 9326 120 876 587 is_linear=0 shrinkage=0.01 Tree=736 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 9 9 10 5 10 10 5 2 1 4 2 2 5 5 9 10 2 9 5 9 5 5 2 0 2 split_gain=475.531 329.477 45.4829 27.6044 26.1184 22.2221 20.3501 18.9706 15.0779 13.079 12.9288 12.4667 9.66737 11.2257 10.4722 10.5473 22.449 47.3393 45.5719 15.4113 13.4942 11.1724 10.9121 9.40231 9.27868 16.7512 9.09245 8.24011 10.4853 18.3803 threshold=0.99998754262924205 4.0456557144352709e-06 0.00014260681928130004 4.8650000000000011 0.99894970655441295 3.2350000000000008 5.995000000000001 5.5826109246481803e-07 1.0000000180025095e-35 0.99999946355819713 0.0089773964136838514 408.50000000000006 0.83939594356261027 0.87585616438356173 2.5000000000000004 0.67879188712522065 0.66349106014087067 15.500000000000002 33.500000000000007 4.8650000000000011 0.0016333823441527001 0.50952467343976793 4.2350000000000012 42.500000000000007 9.0500000000000025 332.50000000000006 28.500000000000004 0.99938118811881205 1.0000000180025095e-35 0.93364779874213844 decision_type=2 2 2 10 2 10 10 2 2 2 2 2 2 2 8 2 2 2 2 8 2 2 10 2 10 2 2 2 2 2 left_child=1 7 6 4 10 -6 -3 -1 -8 -2 12 27 13 14 15 16 21 -18 19 -19 -21 22 -4 26 -9 -26 -7 28 -5 -30 right_child=9 2 3 11 5 23 8 24 -10 -11 -12 -13 -14 -15 -16 -17 17 18 -20 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.008580628685262973 0.0060033912196712311 -0.002868954315191608 -0.0015351309725317355 0.0010602458352129247 0.0048863924309030657 -0.002016280033916094 -0.0062356153703009842 -0.0056658193992657202 0.003198319198603982 0.0096179313558514036 -0.00017831408879429727 -0.0032284649647992777 0.0011213986150764447 0.00080210594157000936 -0.005688045978795556 -0.0038610302871335727 -0.001005790319640838 0.0057634793382552963 0.0034164352894434946 0.051029331144924701 0.025522999054643201 -0.0037102665400625639 0.0023353473086992196 0.0044760333161508953 0.0014512246963120476 0.18029954410459245 -0.019181819585952321 -0.00046765511546750387 5.5577559643741431e-05 -0.013441976426452791 leaf_weight=382.43844257696765 128.14973120356444 737.1147571245092 563.25245336862281 4028.3341848140117 173.95745439804159 72.964998947456479 20.443841846426949 294.81982081875321 98.896271115751006 457.49268512881827 4970.7423276561312 81.702822234015912 156.44083938701078 182.81766449054703 67.416035548551008 177.81061968766153 57.464467191137373 1.8631689222529537 12.803796334192155 3.9339709430932999 4.3875632435083389 205.66967332013883 83.661134339869022 23.646303448826075 16.552211556292608 0.052535477560012533 3.2220537997782221 539.98905824963003 995.4335706573911 10.19214280694723 leaf_count=326328 17679 136398 10920 63266 12897 1146 1853 134820 11977 97869 39364 1934 3870 2057 3510 6471 1214 81 487 28 20 7583 4201 255 7923 12 30 5079 11777 131 internal_value=0 -0.000370965 -1.98266e-05 0.000133901 -0.000297291 0.00272815 -0.00224872 -0.00708852 0.00158222 0.008827 -0.000424958 0.000649446 -0.00123286 -0.00150345 -0.00186118 -0.00162893 -0.00120356 0.00384593 0.0159738 0.0317604 0.037581 -0.00168004 -0.00103459 -0.00103253 -0.00525618 0.00201708 -0.00274223 0.000706289 0.000832217 -8.12218e-05 internal_weight=0 13968 13274.2 12417.7 6762.05 273.791 856.455 693.863 119.34 585.642 6488.26 5655.65 1517.52 1361.08 1178.26 1110.85 933.036 80.453 22.9885 10.1847 8.32153 852.583 646.914 99.8334 311.425 16.6047 76.1871 5573.95 5033.96 1005.63 internal_count=911180 795632 326549 176321 94134 14328 150228 469083 13830 115548 79806 82187 40442 36572 34515 31005 24534 1830 616 129 48 22704 15121 1431 142755 7935 1176 80253 75174 11908 is_linear=0 shrinkage=0.01 Tree=737 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 9 10 9 5 10 5 9 9 5 9 2 9 10 2 2 5 4 5 5 9 5 5 9 2 2 split_gain=470.019 325.351 44.6727 27.2275 54.854 20.0277 18.988 17.3206 14.3115 13.1363 13.0995 11.4737 9.22499 8.91091 10.6785 10.0333 9.979 21.5133 30.8807 8.53269 12.18 8.52729 22.9266 19.2589 17.3029 14.6893 13.6938 15.3317 16.5725 14.0387 threshold=0.99998754262924205 4.0456557144352709e-06 0.00014260681928130004 3.3950000000000005 0.97252115607261669 5.8950000000000005 5.5826109246481803e-07 2.1250000000000004 182.50000000000003 0.99999946355819713 1.0000000180025095e-35 3.1750000000000003 6.285000000000001 4.5000000000000009 3.3550000000000004 0.46186166774402071 2.2250000000000005 0.99894970655441295 0.19929078014184398 0.33248299319727892 1.0000000180025095e-35 1.5000000000000002 39.500000000000007 133.50000000000003 9.7700000000000014 1.0000000180025095e-35 51.500000000000007 4.4350000000000014 0.85037313432835837 0.60061349693251542 decision_type=2 2 2 10 2 10 2 10 2 2 2 10 10 2 8 2 10 2 2 2 2 10 2 2 10 2 2 10 2 2 left_child=1 6 5 4 8 -3 -1 -6 -4 -2 -7 -10 -8 14 15 16 17 -9 -19 -16 -21 23 24 25 -23 -5 -24 28 -28 -29 right_child=9 2 3 21 7 10 12 13 11 -11 -12 -13 -14 -15 19 -17 -18 18 -20 20 -22 22 26 -25 -26 -27 27 29 -30 -31 leaf_value=-0.0085681221273388331 0.0059783513364364948 -0.0028705945856747797 -0.0010528754050530174 0.00018371107836316153 0.0050113078772386268 -0.0055911603437887513 -0.0058936086935193763 0.0042232444246703398 0.0035920666852238803 0.0096128334122811514 0.0029027876150002248 -0.0040667864156345964 -0.00073732044731287041 0.0034977734270234366 0.005439735706748763 0.0025216012295134083 -0.0018991250840107012 -0.013893632951219646 -0.11463292332950072 -0.034430343875898009 -0.00030729399319711259 -0.0005831245695311555 0.0061188069664598558 -0.0014124092051653917 0.0088029678822134031 0.0012588060069944164 0.0036475217894663156 0.0025074151263752504 0.018054949202843167 -0.0013851952026478498 leaf_weight=379.18303049766109 127.40336315601598 727.63245769700734 3547.5616048662923 2090.8138836543076 196.25079654064029 21.953022194560617 269.99323646773701 1.5522317532449954 112.07375782774761 453.17956260067876 104.99388564098626 23.69593483582139 39.813412790885195 91.783452250063419 1.7211528737097967 79.401750059332699 66.278383289929479 0.83068384416401364 0.48019133694469929 2.6285291537642479 1.7375128436833618 2020.4813541891053 66.318102911580354 409.80591322341934 19.833197264932096 3240.7484384155832 60.88475334411487 174.2568579595536 9.1888348641805333 197.83586485381238 leaf_count=326328 17679 135150 32076 23720 14189 2045 125506 31 1242 97869 13033 421 17249 1658 24 2212 1672 52 21 34 31 32697 1242 8723 266 44403 1598 4658 131 5220 internal_value=0 -0.000367495 -1.96412e-05 0.000132573 -0.000531211 -0.00223116 -0.00706756 0.00279479 -0.000930932 0.00881528 0.00143392 0.00225536 -0.00523097 0.0010295 -0.000435589 9.63835e-05 -0.00268872 -0.0209673 -0.0507958 -0.0134171 -0.0208507 0.000462937 -1.84158e-05 0.000676627 -0.000491886 0.000837199 0.0018814 0.00124586 0.00553679 0.000437775 internal_weight=0 13959.7 13270.7 12416.2 4126 854.579 688.99 442.665 3683.33 580.583 126.947 135.77 309.807 246.414 154.63 148.543 69.1415 2.86311 1.31088 6.08719 4.36604 8290.17 2548.8 5741.37 2040.31 5331.56 508.484 442.166 70.0736 372.093 internal_count=911180 795632 326549 176321 53663 150228 469083 19924 33739 115548 15078 1663 142755 5735 4077 3988 1776 104 73 89 65 122658 45812 76846 32963 68123 12849 11607 1729 9878 is_linear=0 shrinkage=0.01 Tree=738 num_leaves=31 num_cat=0 split_feature=9 1 1 9 4 1 1 1 5 9 9 9 5 5 9 9 5 1 2 1 4 1 2 5 4 1 9 2 1 9 split_gain=13.2274 15.8705 13.2262 16.257 15.0911 12.024 11.8493 15.4204 14.0284 11.2725 21.8176 10.1493 9.28194 9.81 23.5286 17.3344 27.6416 33.9941 21.1506 20.3478 24.6337 21.2233 16.5915 15.4862 15.3418 15.3816 25.0556 14.2568 16.6947 14.0955 threshold=5.2550000000000008 0.98936170212765973 0.51869322152341024 5.1050000000000013 3.5000000000000004 0.98936170212765973 0.48295234405269277 0.41202270381836947 212.50000000000003 6.1150000000000011 6.0750000000000011 5.3550000000000013 497.50000000000006 9.5000000000000018 5.3150000000000004 5.9150000000000009 10.500000000000002 0.31835016835016838 0.92890109890109895 0.40924344112263583 1.5000000000000002 0.38784306826178755 0.96178188899707895 11.500000000000002 1.5000000000000002 0.7003401360544218 5.2650000000000006 0.77728174603174616 0.18142633228840127 6.0750000000000011 decision_type=8 2 2 10 8 2 2 2 2 10 10 8 2 2 8 8 2 2 2 2 10 2 2 2 10 2 10 2 2 10 left_child=1 2 3 6 -4 12 7 -1 -9 10 11 -7 13 14 24 -15 18 22 27 20 -19 -22 -18 -21 -2 26 -26 -17 -29 -16 right_child=5 -3 4 -5 -6 9 -8 8 -10 -11 -12 -13 -14 15 29 16 17 19 -20 23 21 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=2.5385387649060263e-05 0.0047204538994999384 0.0014867795705353162 -0.00086897181887963095 -0.0016204457954751249 -0.0051533714538528445 -0.0079814649402850327 0.00092924915227792523 -0.0022700108425353972 0.0026435548438758349 -0.0031271929370316883 0.019864404496690156 4.1923547993243581e-05 -0.0034772559079562586 -8.856317115868587e-05 0.00034501155676775294 0.0059991432013385606 -0.0010979327028379537 0.0087194876317060362 -0.010018728526537504 0.011433635001767332 -0.0044450742215818425 0.0085408387352435833 0.0022808301249814147 0.0016138269110120009 0.0095870636089557589 0.0084138591151987612 -0.0073004437049283312 0.01613289229377381 0.045480637227421461 -0.001436739677666645 leaf_weight=4335.359394159721 178.46102240373148 508.69345437374432 1849.0575075142551 654.02157011459349 86.038664097810397 16.524379311827943 1199.9056381075061 512.70083905232605 65.532044868014054 172.58706160623115 5.4325907570309928 343.47766457288526 56.388412544270977 694.42461669910699 2035.171910423669 12.490637607406827 410.70002716773888 124.7580561961513 4.195968900632578 16.911759601323865 32.4992779038148 20.539402712718584 224.93116224801634 318.7860673465475 11.317128052352926 13.723130980913991 39.276845065585803 13.894261054927485 2.2525811285013324 567.89947656349977 leaf_count=201368 7912 16243 121032 60625 10507 645 51509 34138 5570 4162 80 12798 9201 107470 122829 389 53486 4122 2849 404 2929 1012 8963 31585 1031 525 3808 156 35 33797 internal_value=0 -0.000230064 -0.000330419 -0.000121956 -0.00105947 0.000396347 3.83524e-05 -0.000179206 -0.00171315 -0.00102094 -2.61983e-05 -0.000326356 0.000555918 0.000604078 0.000233981 0.00116539 0.00190212 0.00164362 0.0109491 0.00355723 0.00629251 0.000583763 9.7712e-05 0.00210853 0.00321133 -0.000976037 -0.00352296 0.0140214 0.0202271 -4.37045e-05 internal_weight=0 9211.31 8702.62 6767.52 1935.1 5316.64 6113.5 4913.59 578.233 538.022 365.435 360.002 4778.62 4722.23 2845.85 1876.38 1181.96 1149.13 32.8334 513.495 177.797 53.0387 635.631 335.698 242.778 64.3171 50.594 28.6375 16.1468 2603.07 internal_count=911180 500992 484749 353210 131539 410188 292585 241076 39708 17685 13523 13443 392503 383302 169902 213400 105930 102501 3429 40052 8063 3941 62449 31989 13276 5364 4839 580 191 156626 is_linear=0 shrinkage=0.01 Tree=739 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 3 5 1 5 1 3 1 3 5 10 10 1 1 3 3 10 3 5 5 5 3 1 1 split_gain=464.542 321.143 43.8543 22.5006 19.0061 13.1956 11.1822 10.3006 9.44139 10.8408 8.37139 14.1669 8.20021 7.46833 7.3854 9.79372 12.5161 12.2615 11.1455 7.27771 6.72473 6.71588 6.681 6.45544 6.27099 37.2615 6.07268 6.33511 16.8909 7.72549 threshold=0.99998754262924205 4.0456557144352709e-06 0.00017857718921725002 0.99473056197166454 5.5826109246481803e-07 0.99999946355819713 0.068259380757808671 18.500000000000004 13.500000000000002 0.24494897959183673 309.50000000000006 0.35025773195876292 42.000000000000007 0.49844720496894418 6.5000000000000009 16.500000000000004 2.1584159185294997e-05 9.4236969744088142e-05 0.29963503649635043 0.58847248576850109 15.500000000000002 29.500000000000004 1.8603117496240887e-05 42.000000000000007 380.50000000000006 455.50000000000006 5.5000000000000009 16.500000000000004 0.61138079827400227 0.31835016835016838 decision_type=2 2 2 2 2 2 2 8 2 2 2 2 8 2 10 2 2 2 2 2 10 10 2 8 2 2 2 10 2 2 left_child=1 4 8 6 -1 -2 12 20 21 -10 -9 -12 -4 -13 15 16 -11 24 -19 -6 -5 22 -3 -16 -17 -26 -8 28 29 -28 right_child=5 2 3 7 19 -7 26 10 9 14 11 13 -14 -15 23 17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-0.0085551904722940362 0.0059527826939672389 -0.0067601652861241637 -0.00037776361633865409 0.0030801987018123866 -0.0043536236127127573 0.0096077190333362112 5.6454905241442961e-05 0.0013787529984379469 0.0017264660911488448 -0.010064250037984867 -0.012501349121738161 0.0071775964151478237 0.02141762598478008 -0.0065559834118077386 -0.0023610574714334536 -0.005420663429783922 0.1324946115579087 0.10798469625729064 0.021532942167568198 -0.0079792031419525216 0.0088164016276741659 -0.0020619330111051378 -0.003036745961051932 0.070468643393040015 0.21976449733912171 -0.010063952952198798 0.0021713492766877803 0.00054093690700622631 -0.0037559588926691779 0.0070356603014780032 leaf_weight=375.87152226260514 126.64939964236692 72.322899937978946 4573.7409943726379 95.969082853989676 235.79629400069825 448.89821109431796 4472.9875206099823 847.22042030072771 113.97400171018671 0.10978507366962631 11.828294710256161 10.138848093338312 1.7268690979108203 6.4969931226223698 230.08539964607917 4.2834032024256885 0.14027478685602546 0.16928088665008534 1.252448540413752 72.354644152743276 25.967382477130741 369.48352968529798 144.41907368355896 0.12176946550607581 0.087017265148460754 0.37260254006832838 81.250468160957098 2114.3702751472592 33.991806801408529 54.584390670061111 leaf_count=326328 17679 16113 100704 2231 113297 97869 28190 23389 19322 25 83 129 13 78 54561 1026 23 16 109 29458 562 48091 17423 1 24 106 460 13341 196 333 internal_value=0 -0.000364034 -1.95321e-05 0.000138943 -0.0070459 0.00880345 1.21987e-05 0.00157871 -0.00210535 -0.000807219 0.00119954 -0.00413472 -0.000369538 0.00181406 -0.00202762 0.00855582 0.0699063 0.00606727 0.0318265 -0.00520492 0.00430177 -0.00288171 -0.00427918 -0.00232253 -0.0016541 0.0334482 0.000270682 0.00069019 0.00254841 0.00412604 internal_weight=0 13951.1 13267.1 12330.3 684.022 575.548 11332.7 997.621 936.821 350.596 875.685 28.4641 4575.47 16.6358 236.622 6.41481 0.25006 6.16475 1.42173 308.151 121.936 586.226 216.742 230.207 4.74302 0.45962 6757.18 2284.2 169.827 135.835 internal_count=911180 795632 326549 169709 469083 115548 143237 26472 156840 75213 23679 290 100717 207 55891 1329 48 1281 125 142755 2793 81627 33536 54562 1156 130 42520 14330 989 793 is_linear=0 shrinkage=0.01 Tree=740 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 9 10 9 5 10 5 9 3 2 9 5 9 2 9 10 2 9 9 9 9 2 2 4 5 5 split_gain=459.151 317.105 43.0856 26.774 53.6096 19.624 19.0214 17.1013 13.9915 13.2522 12.7529 11.2366 9.44316 17.3005 9.19224 8.77448 10.3553 9.81965 9.52976 19.7789 25.4737 8.57702 8.27524 39.303 16.6944 15.1707 18.751 8.27103 22.4135 18.9181 threshold=0.99998754262924205 4.0456557144352709e-06 0.00014260681928130004 3.3950000000000005 0.97252115607261669 5.8950000000000005 5.5826109246481803e-07 2.1250000000000004 182.50000000000003 0.99999946355819713 1.0000000180025095e-35 3.1750000000000003 27.500000000000004 0.36032786885245904 6.285000000000001 4.5000000000000009 3.3550000000000004 0.46186166774402071 2.2250000000000005 0.99894970655441295 0.19929078014184398 3.0850000000000004 2.5450000000000004 2.5750000000000006 2.4350000000000005 0.22271825396825398 0.49341991341991348 1.5000000000000002 39.500000000000007 119.50000000000001 decision_type=2 2 2 10 2 10 2 10 2 2 2 10 10 2 10 2 8 2 10 2 2 8 8 8 10 2 2 10 2 2 left_child=1 6 5 4 8 -3 -1 -6 22 -2 -7 12 13 -10 -8 16 17 18 19 -9 -21 -14 24 25 -4 -24 -27 29 -29 -5 right_child=9 2 3 27 7 10 14 15 11 -11 -12 -13 21 -15 -16 -17 -18 -19 -20 20 -22 -23 23 -25 -26 26 -28 28 -30 -31 leaf_value=-0.0085425079340414132 0.0059276713570615971 -0.0028323419955220987 -0.0013668343309524639 0.00083966450678712632 0.0049774486569245224 -0.0055440966602420894 -0.0058463974479434971 0.0041962387120398296 -0.016691732859518259 0.0096025550614909309 0.002869600174602879 -0.0040394955495440003 4.8900446717006894e-05 0.011487702241819161 -0.00068235121417695155 0.003467606064977802 -0.013157645546126208 0.0024931627702161683 -0.0018844744634101446 -0.013611013700297794 -0.1019140261587857 0.0071483358373831173 0.0095409916713462498 -0.001007261582711401 -0.0055969897704073769 -0.010485913158122126 0.0050098966431940352 -0.00048520546200487002 0.001861221604246176 -0.0012504050103078243 leaf_weight=372.68125834912644 125.91774112835992 723.87155427777907 676.99036920908839 5269.232460629195 195.04156767460518 21.735057540703565 266.98477032693336 1.5463503412902349 2.4027427304536131 444.66940554219764 105.25718841690104 23.639637206681073 63.133188277948648 23.363813050091267 39.580093525059056 91.468878334388137 6.1479139858856788 79.143835872877389 66.345987959299237 0.84047153033316113 0.53442866168916225 23.296751414425671 47.91715863160789 2669.4639186291024 108.20679382514209 10.189521681517361 33.425887648016214 2039.0484174424782 508.64685253472999 471.84822439588606 leaf_count=326328 17679 135150 5641 66908 14189 2045 125506 31 23 97869 13033 421 763 194 17249 1658 89 2212 1672 52 21 262 355 24773 966 79 262 32963 12849 9938 internal_value=0 -0.000360648 -1.93481e-05 0.000129884 -0.00052864 -0.00219625 -0.00702476 0.00276594 -0.000923296 0.00879158 0.00142957 0.00222635 0.00354655 0.00885996 -0.00517968 0.00101273 -0.000440075 8.67493e-05 -0.00266279 -0.0203394 -0.0479347 0.00196252 -0.00104394 -0.000786331 -0.00194979 0.0056569 0.00138973 0.000457454 -1.67418e-05 0.000667886 internal_weight=0 13942 13262.7 12411.9 4123.1 850.864 679.246 441.069 3682.03 570.587 126.992 135.836 112.196 25.7666 306.565 246.028 154.559 148.411 69.2672 2.92125 1.3749 86.4299 3546.19 2761 785.197 91.5326 43.6154 8288.78 2547.7 5741.08 internal_count=911180 795632 326549 176321 53663 150228 469083 19924 33739 115548 15078 1663 1242 217 142755 5735 4077 3988 1776 104 73 1025 32076 25469 6607 696 341 122658 45812 76846 is_linear=0 shrinkage=0.01 Tree=741 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 9 10 9 9 10 10 9 9 9 3 1 3 9 9 1 9 9 9 10 3 3 10 10 1 9 split_gain=453.817 313.112 42.3256 25.5626 24.6988 20.7648 19.0356 18.5363 13.3087 13.3086 12.2951 12.6856 21.9392 14.9175 12.8692 11.9813 11.6086 11.5579 11.5108 10.1986 9.39275 9.11561 8.77193 11.859 10.0628 8.62226 8.61049 7.97227 8.2358 7.95027 threshold=0.99998754262924205 4.0456557144352709e-06 0.00017857718921725002 4.8650000000000011 0.99951267242431652 5.3450000000000006 5.5826109246481803e-07 4.8550000000000013 3.8050000000000002 0.99999946355819713 0.51461192965507518 2.5450000000000004 2.5750000000000006 2.4350000000000005 29.500000000000004 0.012270400481782552 28.500000000000004 1.3750000000000002 2.8250000000000006 0.047905909351692456 1.7450000000000003 9.0500000000000025 4.8950000000000005 0.51461192965507518 24.500000000000004 1.0000000180025095e-35 0.0019640936516224501 0.97252115607261669 0.569035604149145 2.6250000000000004 decision_type=2 2 2 10 2 8 2 10 10 2 2 10 10 10 8 2 10 10 10 2 10 10 10 2 10 10 2 2 2 10 left_child=1 6 5 4 10 -3 -1 8 -6 -2 11 13 -13 16 29 18 -4 25 26 -17 -19 -8 23 24 -5 -12 -16 28 -27 -14 right_child=9 2 3 22 7 -7 21 -9 -10 -11 17 12 14 -15 15 19 -18 20 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.0085297381286368722 0.0059025262822986081 -0.003190068377436751 0.00068100459135636224 -0.0071526688324177294 0.0044807454284208435 -8.1080813951014881e-05 -0.0055683835334945251 -0.065734461590559817 -0.0017315858396510634 0.0095973576860472927 -0.033978427860498754 0.0055057734793666621 0.0048712370577844765 -0.0054664715520061228 0.0075252783078932654 -0.010351837308908275 -0.0016010162959553137 -0.0050439406930380482 0.0019339553840240498 -0.00033476747334848582 6.0764908308207371e-05 0.002065684290390724 0.00055021114790338441 0.0053039865018711732 0.001605850025991778 0.0023907972283001215 -0.0047324884112239299 0.0046235278262512468 -0.0020752150870095897 -0.0014803604089054523 leaf_weight=369.5226435859804 125.19325775373727 597.723106760066 274.19189814850688 14.564043447375296 168.09483700827695 335.35736997175263 288.45629220132832 0.39072555676102538 43.385163234546781 440.4820920258062 0.66052335593849321 63.797816458158195 20.117526456713676 85.704539394006133 6.5974641349166623 10.237674766685812 1191.9873864930123 36.846848687157035 435.98063630843535 1410.2455515565816 1657.4917361531407 16.538089346198831 5383.5615473673679 92.7963528893888 132.08627639920451 138.48074639216065 43.618075914680958 92.009628925006837 58.835506368428469 965.22645157994702 leaf_count=326328 17679 114299 1962 283 11626 42541 134820 5 557 97869 11 438 166 818 131 180 8524 517 4250 25182 11012 7935 75520 541 2326 2029 244 5261 817 17309 internal_value=0 -0.000357246 -1.91581e-05 0.000136282 -0.000280776 -0.00207267 -0.00700354 0.00307915 0.00320628 0.00877963 -0.000390429 -0.000679167 -0.000294781 -0.0014113 -0.000422741 5.68054e-05 -0.00117425 0.000265487 0.00141176 -0.000406962 -5.02473e-05 -0.00515443 0.000633509 0.00250632 0.00073603 0.00211027 -0.00312203 0.00219266 0.00105913 -0.00135068 internal_weight=0 13934.5 13260 12326.9 6703.9 933.08 674.517 211.871 211.48 565.675 6492.03 4507.71 2955.82 1551.88 2892.02 1906.68 1466.18 1984.32 486.196 1420.48 1694.34 304.994 5623.01 239.447 146.65 289.986 50.2155 289.326 197.316 985.344 internal_count=911180 795632 326549 169709 91039 156840 469083 12188 12183 115548 78851 59204 47900 11304 47462 29987 10486 19647 4625 25362 11529 142755 78670 3150 2609 8118 375 8107 2846 17475 is_linear=0 shrinkage=0.01 Tree=742 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 5 1 1 1 1 4 5 5 10 5 5 4 5 5 1 1 1 1 1 5 5 5 split_gain=448.543 309.161 41.6108 20.7221 19.0486 13.3646 10.2367 9.49019 9.2588 13.2256 8.48286 7.93373 7.324 7.56064 10.5084 25.4916 7.31486 7.05272 7.00646 8.25315 8.81626 9.16128 6.90516 6.67605 9.31936 7.00217 8.21854 6.6147 6.43144 8.15589 threshold=0.99998754262924205 4.0456557144352709e-06 0.00042608799412840006 0.99894970655441295 5.5826109246481803e-07 0.99999946355819713 0.094556797295808764 13.500000000000002 142.50000000000003 0.34161778326644027 0.15434243176178658 0.49844720496894418 0.58847248576850109 2.5000000000000004 1351.5000000000002 1813.0000000000002 2.522791965020588e-05 83.500000000000014 214.50000000000003 2.5000000000000004 408.50000000000006 401.50000000000006 0.22271825396825398 0.24494897959183673 0.33218390804597703 0.35737937559129612 0.41699475065616803 309.50000000000006 408.50000000000006 204.50000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 left_child=1 4 7 6 -1 -2 18 16 17 27 -9 -11 13 -6 -15 -16 -3 -5 -4 -20 21 22 -21 -24 -25 -26 -27 -10 29 -8 right_child=5 2 3 8 12 -7 28 10 9 11 -12 -13 -14 14 15 -17 -18 -19 19 20 -22 -23 23 24 25 26 -28 -29 -30 -31 leaf_value=-0.0085168807401634419 0.0058773484244363586 -0.0039011794036842508 -0.00036583022868913451 0.0021339429851731846 -0.004959246469357464 0.0095921264790700487 0.00029081426412692739 0.0020866847162664022 -0.0036840656218608443 0.005572786576506181 -0.0012507012724275299 -0.0049258896190311537 -0.0079394876924648323 0.00014125888787919493 0.36975908489040749 -0.010013663180056805 -0.001786835410256272 0.007236825268615802 0.00097297787880669493 -0.00097735100048056741 -0.0024636965661974102 0.058271439261129959 0.041275411087011042 -0.010337044416812085 0.049153654860544356 -0.010377675202215728 0.021530299268072286 -0.016316505649553278 -0.0025871010072869762 0.0022676251747967631 leaf_weight=366.39536544634029 124.47588031913619 222.83352417405695 4453.7142091249116 492.78605368640274 202.82102514861617 436.33586775814183 6456.3458223165944 95.438875362626277 9.2544455956667679 19.465049875900153 377.03646205289988 11.421466010622678 71.027728358661989 29.510555577260678 0.026331320288590088 0.053761413146276027 615.83430999552365 28.660007852129638 158.63113596150652 3.1462446972727776 5.1411681598983696 0.43595028854906637 0.95956119429320086 1.3583250860683618 0.67228628275915969 1.0274176718667147 3.7665669191628695 7.5079456642270079 75.152066668495536 215.68113261833787 leaf_count=326328 17679 44633 75664 18542 92832 97869 43865 11906 153 367 72980 195 29458 20395 21 49 49998 607 4778 132 301 15 23 74 29 55 215 56 539 1422 internal_value=0 -0.000353901 -1.89732e-05 0.000166646 -0.00698223 0.00876761 7.34881e-05 -0.00171005 0.00202884 -0.00219068 -0.000576557 0.0016905 -0.00512918 -0.00427032 0.000451714 0.114841 -0.00234862 0.00241441 -0.000288679 0.00167325 0.00840258 0.0133176 0.0115246 0.0165777 0.0131052 0.0189304 0.014692 -0.00934219 0.00032195 0.000354717 internal_weight=0 13926.1 13256.3 11945.1 669.835 560.812 11376 1311.14 569.095 47.6489 472.475 30.8865 303.439 232.412 29.5906 0.0800927 838.668 521.446 4628.85 175.139 16.5075 11.3664 10.9304 7.78416 6.8246 5.46627 4.79398 16.7624 6747.18 6672.03 internal_count=911180 795632 326549 147032 469083 115548 127112 179517 19920 771 84886 562 142755 113297 20465 70 94631 19149 81286 5622 844 543 528 396 373 299 270 209 45826 45287 is_linear=0 shrinkage=0.01 Tree=743 num_leaves=31 num_cat=0 split_feature=9 3 1 9 1 1 1 9 9 9 9 9 9 3 9 9 9 9 9 9 9 2 3 2 1 9 4 4 4 2 split_gain=12.854 17.2945 21.3368 15.8761 11.9428 11.2526 12.1005 11.1912 21.3681 11.02 10.8832 10.8449 10.7534 10.5348 15.1086 10.2528 14.0695 10.1456 9.99996 9.98862 9.52128 9.26163 9.30265 10.6276 9.21112 8.70115 12.2241 9.89559 8.52028 10.2981 threshold=5.2550000000000008 29.500000000000004 0.82683658170914553 2.3350000000000004 0.98936170212765973 0.66751700680272119 0.74095860566448812 6.1150000000000011 6.0750000000000011 4.9850000000000012 5.2350000000000012 5.1150000000000011 3.1750000000000003 28.500000000000004 5.3450000000000006 2.5450000000000004 2.6250000000000004 4.8750000000000009 9.7700000000000014 5.3550000000000013 3.0550000000000002 0.99938118811881205 11.500000000000002 0.5884438881935754 0.31835016835016838 3.0550000000000002 9.5000000000000018 3.5000000000000004 3.5000000000000004 0.99938118811881205 decision_type=8 8 2 10 2 2 2 10 10 10 8 10 10 8 10 10 10 10 10 8 10 2 10 2 2 10 10 8 10 2 left_child=1 3 5 -1 13 11 17 8 19 12 -4 25 20 14 -2 -5 -17 -7 -15 -6 -8 22 23 -16 -25 -3 27 -27 -20 -30 right_child=4 2 10 15 7 6 9 -9 -10 -11 -12 -13 -14 18 21 16 -18 -19 28 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31 leaf_value=0.0014267902211633054 0.0032318029229147388 -0.00048297077007232334 0.0019770650236800723 -0.0041252429088635455 -0.0079417949018186756 -0.0060668357236577817 -0.00073154159437637022 -0.0031233526910968601 0.019633913810699115 -0.0052370997950384971 0.013941702907202829 -0.0014275150348216999 0.0025064152503923021 0.00017113544988439812 -0.0024284931021412099 0.0037759267300612243 -0.0010252854175529509 -0.00039737886615965126 0.00039865633945180071 3.8007482820425151e-05 -0.0097536313412817932 -0.0024753740145318972 0.001578543137799528 -8.7295014784361259e-05 0.0048056335945932385 0.00053076143699714424 0.0080104854585744904 -0.0023671136640405896 0.010066781652649251 0.078779167880413878 leaf_weight=288.09224111028016 303.11166848504217 1348.5571730743395 444.44232035259483 103.43442599149421 16.440502976649441 90.126163885492133 88.008663341286592 172.25792765442748 5.4438556800596407 40.205800081719644 7.7348243048763825 453.32997609203449 118.25896119582467 3189.3519988356857 146.94384322909173 62.398931872099638 2791.3488094222557 48.576589997363044 14.433060356765054 341.94856221426744 13.490146101801654 83.497922541049775 793.7201540521346 163.33439393431763 50.330359089159174 3134.8634487571544 21.36625536554493 122.43957845564 15.559162230783839 0.22121588140726167 leaf_count=12173 27152 42145 14570 4032 645 5339 3661 4162 80 3654 249 41993 5410 221236 18139 1792 188436 4857 4510 12798 385 7464 83429 23472 3626 158143 748 13405 3473 2 internal_value=0 -0.000227195 9.39188e-05 -0.000814095 0.000391479 -7.83794e-05 -0.00169615 -0.00102354 -2.93715e-05 -0.000423581 0.00218173 4.85658e-05 0.000457077 0.000550827 0.0012308 -0.0010324 -0.000920304 -0.00408127 0.000225379 -0.000328053 -0.00193066 0.000740808 0.000973449 -0.000358397 0.00106527 0.000193178 0.000471286 0.000421832 0.00595138 0.01103 internal_weight=0 9176.67 5931.4 3245.27 5296.59 5479.22 398.666 536.091 363.833 259.964 452.177 5080.56 219.758 4760.5 1540.94 2957.18 2853.75 138.703 3219.57 358.389 101.499 1237.83 1154.33 360.609 213.665 4627.23 3278.67 3257.3 30.2134 15.7804 internal_count=911180 500992 294559 206433 410188 279740 23306 17685 13523 13110 14819 256434 9456 392503 163282 194260 190228 10196 229221 13443 4046 136130 128666 45237 27098 214441 172296 171548 7985 3475 is_linear=0 shrinkage=0.01 Tree=744 num_leaves=31 num_cat=0 split_feature=9 4 5 9 4 9 5 5 9 9 4 9 9 9 4 5 9 5 9 5 5 9 9 4 9 9 4 9 9 5 split_gain=12.5979 12.9022 16.0526 22.9481 9.18384 19.4398 9.08489 8.80767 25.2919 15.3031 17.6217 16.1025 13.7774 12.8333 22.8915 22.1848 18.2396 13.8927 20.696 12.1094 10.9468 9.9169 10.8448 9.89067 13.7324 19.6232 9.59497 9.38022 9.66048 9.52987 threshold=5.2550000000000008 3.5000000000000004 1351.5000000000002 4.455000000000001 10.500000000000002 4.9150000000000009 497.50000000000006 9.5000000000000018 6.1150000000000011 5.3150000000000004 1.5000000000000002 5.2650000000000006 6.2350000000000012 5.4450000000000012 2.5000000000000004 276.50000000000006 5.455000000000001 10.500000000000002 9.1600000000000019 488.50000000000006 192.50000000000003 5.7750000000000012 7.2950000000000008 3.5000000000000004 6.1250000000000009 6.3250000000000011 1.5000000000000002 5.3350000000000009 5.3750000000000009 401.50000000000006 decision_type=8 10 2 10 10 8 2 2 10 8 10 10 10 8 10 2 8 2 8 2 2 10 10 8 10 8 8 10 10 2 left_child=1 -1 4 -4 -3 -6 7 8 9 10 -2 -12 -10 14 19 -16 -15 18 21 20 -9 -18 23 -23 -25 -26 -20 -17 29 -29 right_child=6 2 3 -5 5 -7 -8 13 12 -11 11 -13 -14 16 15 27 17 -19 26 -21 -22 22 -24 24 25 -27 -28 28 -30 -31 leaf_value=-0.0001532107132839538 0.0044617080471429874 -0.0029095771632969866 0.19787199137935726 -0.010057619247227041 -0.0021631824872760936 0.012613379201645479 -0.0035981699776481417 -0.001649026482591487 -0.0044432444925611445 0.00029903988264978499 0.0092442794432766127 -0.0038023947923306544 -0.00089377243265786747 0.0099460875803636106 0.0014444023541299667 -0.0049970463992150219 -0.0042378089200379044 0.00098382060862080376 0.019928784461894992 0.064903665708770222 -0.0078779824401600824 0.0065080377497034004 -0.006975377563523062 -0.011097531645016171 0.068036670002089045 0.0044445465748885783 -0.00082951798138621133 0.021511377346735593 -0.012700081015469209 0.067477775119167915 leaf_weight=8851.5252020226617 186.39048801077297 279.84059641399654 0.09723892470355977 0.11687357479240745 31.542215669178404 12.40451482037315 56.578234358603368 179.61173043976305 139.66503973817453 2378.3873290598858 11.437967326259239 54.705512150365394 503.90673919883557 23.941946108738193 41.876972636440769 1.6200706572853949 14.620525208360048 1618.0480109763157 12.169806036690712 0.26586243673227627 33.471321158460341 20.158190582529649 5.2975425615441045 0.69972708576824461 1.1187558013480152 0.85692814399953943 2.7253421093337247 8.3663559661363198 0.78103835755609985 0.47673141147242937 leaf_count=467626 8080 31342 6 50 1586 382 9228 28235 3541 135941 1087 4464 31664 2034 10708 362 983 160724 237 95 8703 492 2791 74 20 43 50 254 284 94 internal_value=0 -0.000224954 -0.00218493 0.0843734 -0.00224217 0.00200769 0.000387519 0.000430549 0.000112882 0.000547556 0.0028881 -0.00154628 -0.00166406 0.000959613 -0.00108081 0.00479306 0.00127951 0.00115569 0.00597964 -0.00254332 -0.00262748 0.00244292 0.00591507 0.00890574 0.0269715 0.0404544 0.0161307 0.0172645 0.0210119 0.0239894 internal_weight=0 9175.53 324.001 0.214112 323.787 43.9467 5297.18 5240.6 3274.49 2630.92 252.534 66.1435 643.572 1966.11 266.47 53.1212 1699.64 1675.69 57.6468 213.349 213.083 42.7517 28.1311 22.8336 2.67541 1.97568 14.8951 11.2442 9.62413 8.84309 internal_count=911180 500992 33366 56 33310 1968 410188 400960 184777 149572 13631 5551 35205 216183 48735 11702 167448 165414 4690 37033 36938 4403 3420 629 137 63 287 994 632 348 is_linear=0 shrinkage=0.01 Tree=745 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 10 9 9 10 9 4 9 9 9 3 1 9 10 9 9 1 1 9 9 9 9 1 4 9 1 split_gain=443.313 305.209 40.9346 25.8254 51.5839 19.0654 19.0148 16.7253 13.4231 9.0978 8.12249 11.1717 33.6036 21.489 23.9795 20.0569 26.4893 18.3784 17.5907 17.1439 15.4326 14.0217 14.5879 11.5201 10.4196 12.0011 13.253 18.5365 13.3305 11.8675 threshold=0.99998754262924205 4.0456557144352709e-06 0.00014260681928130004 3.3950000000000005 0.97252115607261669 5.5826109246481803e-07 5.995000000000001 2.1250000000000004 0.99999946355819713 6.285000000000001 1.5000000000000002 6.9850000000000012 6.1150000000000011 5.2750000000000012 28.500000000000004 0.15434243176178658 6.1250000000000009 0.3781151175498963 6.9050000000000011 5.3150000000000004 1.0000000180025095e-35 0.66522988505747138 6.6150000000000011 5.705000000000001 9.7700000000000014 8.1200000000000028 0.82683658170914553 3.5000000000000004 8.0200000000000014 0.023937770392229853 decision_type=2 2 2 10 2 2 10 10 2 10 10 10 10 10 8 2 10 2 8 10 2 2 10 10 10 10 2 10 10 2 left_child=1 5 6 4 -4 -1 -3 -6 -2 -7 11 12 13 14 -5 16 -14 -13 20 -15 -18 -17 -23 -21 25 26 28 -28 -12 -27 right_child=8 2 3 10 7 9 -8 -9 -10 -11 24 17 15 19 -16 21 18 -19 -20 23 -22 22 -24 -25 -26 29 27 -29 -30 -31 leaf_value=-0.0085038928796881269 0.0058515935039026822 -0.0027563727731535221 -0.00090745259312246824 -0.0012214422724098441 0.0049226163596217407 -0.0057750027779442346 0.0015451132351908844 0.0009886758422756976 0.0095868922284161346 -0.00061624699603826964 -0.00016028019627163605 0.00069543022981556808 -0.019149886645007871 0.0050471857169868605 0.00076595333556987071 0.0013057633954973267 -1.2806382179776488e-05 0.0050620211086169478 -0.019880714816492791 0.00072707410795240762 -0.010979081714848354 -0.0042533732480893515 0.013845290763140743 0.0029952895302471868 0.0066318033918576283 0.0044265945316318209 0.0052677588893496989 -0.004066476944602106 0.0087297381326675149 -0.0041213848954434343 leaf_weight=363.28906218690099 123.75054616096895 726.00855806324398 3678.9897080673836 758.20150572992861 193.09864386054687 262.56042868611985 119.71259922417812 245.44287709472701 432.2297358129872 39.303194486012217 2243.5044336048886 276.50259862048551 14.170957790687678 152.098234154284 3046.7127359332517 122.61655807774514 51.473414517939091 147.96940809674561 6.5657115373760453 701.89404218737036 17.094608799554408 112.22061443608254 4.6375104486942282 328.81574999028817 23.318561352789402 18.811103739775717 98.245425741188228 27.15559464879334 16.99494831264019 118.9119779933244 leaf_count=326328 17679 136398 33739 12371 14189 125506 13830 5735 97869 17249 41680 3267 125 2032 41473 1123 398 1339 45 9486 164 1580 44 3399 324 305 1106 378 196 1823 internal_value=0 -0.000350606 -1.88107e-05 0.000126309 -0.000521015 -0.00696063 -0.00214749 0.00272087 0.00875549 -0.00510332 0.000447907 0.000656422 0.000531776 0.000735894 0.000369927 -0.00256478 -0.00660935 0.00221761 -0.00424408 0.00191316 -0.00274679 -0.00105648 -0.00353513 0.00145068 -2.21014e-05 -8.35842e-05 8.2098e-05 0.00324643 -9.3443e-05 -0.00295385 internal_weight=0 13916.3 13251.2 12405.4 4117.53 665.153 845.721 438.542 555.98 301.864 8287.92 5740.97 5316.5 4987.72 3804.91 328.779 89.3047 424.472 75.1337 1182.81 68.568 239.475 116.858 1030.71 2546.94 2523.62 2385.9 125.401 2260.5 137.723 internal_count=911180 795632 326549 176321 53663 469083 150228 19924 115548 142755 122658 76846 72240 68761 53844 3479 732 4606 607 14917 562 2747 1624 12885 45812 45488 43360 1484 41876 2128 is_linear=0 shrinkage=0.01 Tree=746 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 5 2 2 1 5 3 10 5 1 3 10 2 5 5 3 2 1 10 5 10 10 5 5 2 split_gain=438.152 301.344 40.2197 19.89 19.0761 13.4784 9.58201 14.285 14.1494 12.6912 11.6932 9.34795 11.3903 9.09132 12.8984 9.75826 9.08178 8.58461 24.4937 8.5408 8.11399 8.07104 7.80701 7.70598 7.87595 17.6332 17.0442 9.69848 7.34957 17.75 threshold=0.99998754262924205 4.0456557144352709e-06 0.0006371206545736001 0.99894970655441295 5.5826109246481803e-07 0.99999946355819713 32.500000000000007 0.36032786885245904 0.35743321718931476 0.15434243176178658 103.50000000000001 29.500000000000004 1.8603117496240887e-05 142.50000000000003 0.34161778326644027 27.500000000000004 0.094556797295808764 0.84654631083202525 53.500000000000007 164.50000000000003 42.000000000000007 0.78297101449275375 0.49844720496894418 1.1116698715341046e-05 519.50000000000011 0.00055606939713465011 3.7895917557762011e-05 144.50000000000003 128.50000000000003 0.31281565656565663 decision_type=2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 10 2 2 2 2 8 2 2 2 2 2 2 2 2 2 left_child=1 4 6 16 -1 -2 11 8 23 17 -10 12 -3 15 -15 -5 20 18 -9 -11 -4 -6 -16 -8 27 26 -26 28 -25 -30 right_child=5 2 3 13 21 -7 7 9 10 19 -12 -13 -14 14 22 -17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31 leaf_value=-0.0084908590626136416 0.0058263527566789573 -0.006421103037619634 -0.0002743009078994737 0.0047616357036766302 -0.0058914466282317252 0.0095815918714931489 -0.006271683502262859 0.12357093302788098 0.10383956464979116 -0.0029937831333715936 -0.010064057485765741 -0.0013240483942198631 -0.0023618838140411088 -0.0092159769089005354 0.0055390891995708872 0.001597306353483629 0.00031693326252106233 0.0025184826021838573 0.0085815734292629484 0.00069731383364942062 0.021516664914898041 -0.0017741880962107558 -0.0048786105677695044 0.0075486016261415989 0.075309066073923139 0.14094690851194266 -0.010106707216389 -0.00380091616508927 0.0088366411721253601 0.086051450095364954 leaf_weight=360.22363033425063 123.04732306289952 87.606718626455404 4427.1703365724534 129.92269407724962 241.0066738857131 428.16451744362712 5.286307929782196 0.22417620394844462 0.26255015807691862 190.38647747068899 0.13723946048412472 699.30316967272665 327.71213112084661 16.831215303391218 19.367038300260905 389.99331567599438 6745.9818366477266 67.600247793598101 1.0665735683869568 93.463043284020387 1.709422394633292 59.333091646927642 11.444272260181604 22.449645221815452 0.35050591197796055 0.13213080493733276 0.70051386579871178 7.9192439090693361 1.0546633281046514 0.41480449528899033 leaf_count=326328 17679 20305 71949 4045 115212 97869 2084 30 33 33249 34 70084 29271 209 367 15104 45826 8426 158 20236 12 27543 195 3125 75 7 95 1411 160 59 internal_value=0 -0.000347294 -1.86265e-05 0.000178697 -0.00693916 0.00874331 -0.00155711 -0.000211147 0.00555562 -0.000843958 0.0647388 -0.0020298 -0.00321813 0.00200492 -0.00217605 0.00238805 8.59456e-05 0.00300626 0.0285528 -0.00177842 -0.00026589 -0.00507807 0.00166963 0.00493797 0.00673249 0.0320668 0.0183787 0.00579104 0.00896679 0.030633 internal_weight=0 13909.1 13248.5 11742.4 660.563 551.212 1506.07 391.448 38.7076 352.741 0.39979 1114.62 415.319 567.559 47.6425 519.916 11174.9 68.891 1.29075 283.85 4428.88 300.34 30.8113 38.3078 33.0215 1.18315 1.05102 31.8384 23.9191 1.46947 internal_count=911180 795632 326549 137707 469083 115548 188842 69182 7083 62099 67 119660 49576 19920 771 19149 117787 8614 188 53485 71961 142755 562 7016 4932 177 170 4755 3344 219 is_linear=0 shrinkage=0.01 Tree=747 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 6 1 4 10 4 1 4 0 1 10 4 1 10 10 1 10 1 10 1 1 1 4 4 split_gain=433.051 297.518 39.611 21.0788 19.0857 13.5334 9.90232 7.86787 7.35513 7.54142 6.36803 6.22751 9.76397 5.4789 5.06601 4.85541 9.14488 17.3182 5.61475 6.38118 9.6455 12.22 6.35755 17.4396 7.78908 16.5023 34.5742 13.3458 22.0298 12.6837 threshold=0.99998754262924205 4.0456557144352709e-06 0.00014260681928130004 0.78322452306747448 5.5826109246481803e-07 0.99999946355819713 0.99977076053619396 1.0000000180025095e-35 0.58847248576850109 2.5000000000000004 0.020015737973153553 2.5000000000000004 0.13079116179615108 6.5000000000000009 1.0000000180025095e-35 0.30048543689320389 5.7829336697068367e-07 6.5000000000000009 0.50144508670520238 1.0372787642154437e-06 2.0469068431339114e-06 0.30471628592483424 1.082918970496394e-06 0.33460559796437661 1.6107038618429217e-06 0.44405320813771521 0.45022522522522529 0.49844720496894418 3.5000000000000004 6.5000000000000009 decision_type=2 2 2 2 2 2 2 10 2 10 2 8 2 10 2 2 2 8 2 2 2 2 2 2 2 2 2 2 10 8 left_child=1 4 -3 7 13 -2 11 10 9 -6 -4 -5 -13 -1 -12 16 17 -11 19 -17 21 -21 23 -23 29 -26 -27 -28 -29 -24 right_child=5 2 3 6 8 -7 -8 -9 -10 15 14 12 -14 -15 -16 18 -18 -19 -20 20 -22 22 24 -25 25 26 27 28 -30 -31 leaf_value=-0.0086482641877272635 0.0058010824399684236 -0.0021166632871154655 -0.00047776784210519784 0.00081000782186376884 -0.0048825816658777492 0.0095762564149289645 0.0025933189791116119 0.018540461290376779 -0.0078977686475797341 -0.010012231845362455 0.00025372918512518792 0.0018872571770394495 -0.0016827796467876329 0.00051726663814100451 -0.00040830417241091585 -0.0034855045999334132 -0.004283183633947963 0.13459313748076215 -0.0067842890477515169 0.1736306193792557 0.001656059840738588 0.28073715378663211 0.0039288928148046047 0.037759500807566938 0.014287844274991647 0.3081002479812473 -0.010020244605154771 0.22868571002210053 -0.010014884827679749 0.14723066978897723 leaf_weight=350.54301203440991 122.35100045672152 842.50583936605835 3314.0070645413361 2641.0616585514508 199.82663852220867 424.13920944626443 284.62329970975406 2.2581037580966941 69.683365698991111 0.20734523801366478 4204.9429043754935 110.37476505897939 250.42489925120026 6.6456018070166456 1594.0349592771381 3.0637763828854059 15.667965556756824 0.13790117303142324 3.0961216797004445 0.054440731357317751 3.4258462181314826 0.034393589536194091 2.1510337664512926 0.2093010280514136 0.82286495866719611 0.06286665570223704 0.1678976874682121 0.0837870481191203 0.071792404283769429 0.06359087798045937 leaf_count=316902 17679 150228 94406 26835 92832 97869 13291 21 29458 212 29900 902 1864 9426 9102 2998 9510 38 2635 31 2387 28 1557 156 611 34 118 61 53 36 internal_value=0 -0.000344058 -1.84533e-05 0.000124088 -0.00691761 0.00873105 0.000810682 -0.000123463 -0.00505281 -0.00418767 -0.000128088 0.000641661 -0.000590645 -0.00847774 7.17481e-05 0.00054828 -0.0031614 0.0477472 0.00501215 0.0085888 0.0137642 0.024909 0.0227014 0.0720519 0.0191889 0.0396009 0.0935145 0.0518106 0.118537 0.00804367 internal_weight=0 13900.3 13244.2 12401.7 656.02 546.49 3286.48 9115.24 298.831 229.148 9112.98 3001.86 360.8 357.189 5798.98 29.3209 16.0132 0.345246 13.3077 10.2116 7.14781 3.72197 3.66753 0.243695 3.42383 1.20921 0.386344 0.323477 0.155579 2.21462 internal_count=911180 795632 326549 176321 469083 115548 42892 133429 142755 113297 133408 29601 2766 326328 39002 20465 9760 250 10705 8070 5072 2685 2654 184 2470 877 266 232 114 1593 is_linear=0 shrinkage=0.01 Tree=748 num_leaves=31 num_cat=0 split_feature=9 3 9 2 0 0 9 9 9 2 2 4 4 9 4 3 9 2 2 9 2 2 9 9 2 9 0 9 2 9 split_gain=12.3062 16.9022 15.3731 11.5937 44.2686 21.047 19.784 16.8346 10.5042 9.48369 10.1865 8.49411 8.253 15.3968 14.8486 8.22288 8.06016 13.5988 17.675 7.83261 8.90004 9.14768 7.19233 8.09588 7.00976 13.5306 12.5926 10.2204 9.44228 7.3735 threshold=5.2550000000000008 29.500000000000004 2.0250000000000004 0.16749174917491746 1.0000000180025095e-35 1.0000000180025095e-35 2.5450000000000004 2.6750000000000003 5.2250000000000005 0.37341365461847392 0.67574992574992587 4.5000000000000009 7.5000000000000009 2.7650000000000001 3.5000000000000004 42.000000000000007 1.7450000000000003 0.83939594356261027 0.90045045045045058 5.1150000000000011 0.80969148222669363 0.81302966101694929 4.8950000000000005 4.8650000000000011 0.4817045961624275 5.1150000000000011 1.0000000180025095e-35 5.1950000000000012 0.46186166774402071 5.1050000000000013 decision_type=8 8 10 2 2 2 10 10 10 2 2 10 8 10 10 10 10 2 2 10 2 2 10 10 2 10 2 10 2 8 left_child=1 2 -1 4 6 19 -3 -8 -9 -7 -11 24 14 -14 -6 -2 17 -12 -19 20 -5 -22 23 -15 25 29 28 -26 -27 -4 right_child=15 3 11 5 12 9 7 8 -10 10 16 -13 13 22 -16 -17 -18 18 -20 -21 21 -23 -24 -25 27 26 -28 -29 -30 -31 leaf_value=0.0017405823932708784 0.00037187731823645705 -0.0030074378122644774 -0.0018429453719359026 -0.00064238784121131861 -0.00063536766019064831 -0.0024402009407631683 0.010095045190906836 0.00275264644611176 0.011956830709219482 0.001928753182618708 -0.010588483830999158 -0.0060953111827279282 -0.0088049157757706473 0.0076870046351565028 -0.0084605634127819258 0.013704696777987404 -0.00084965330101324928 0.06808500174398141 0.0092279192790148921 -0.0019914612054602598 0.011851422771558267 0.00056985877882786788 0.01470735720581603 -0.009410246352936304 -0.00040101965301496986 0.0037363100272092722 -0.0035749213328695839 -0.0044976806330311167 -0.0098790478315392925 -0.0091659503284755028 leaf_weight=221.18154942733236 5277.6772330747917 52.454407786950469 1014.3434882523434 2493.0114765145117 738.44138811994344 71.403945098863915 35.334624154726043 525.71377079241211 12.698663892631883 734.91885608527809 3.4822741143871072 32.251249926077435 7.0347663653083137 11.922079654643314 25.072437165363226 4.6297851825365788 237.17193315649638 0.53519444214180012 10.93673667544499 332.82986456903745 7.2739684792468315 603.9646024054673 9.652359369909389 3.607639100868254 1741.6886053503258 102.60225972151966 38.909976722381543 63.105373296537437 5.3595976217766284 13.938709239533635 leaf_count=9495 409890 1516 58258 155159 21359 2616 573 11532 319 26118 148 2800 298 502 1069 298 7495 18 455 40306 470 24328 156 122 114693 8708 1778 7797 2011 893 internal_value=0 -0.000222615 -0.000804023 9.50738e-05 0.000882109 -0.000153865 0.00287111 0.00340855 0.00296973 0.00107914 0.00133373 -0.000990869 -0.000683136 0.00427467 -0.000892333 0.000383563 -0.000400688 0.00671985 0.0119738 -0.000533568 -0.000377257 0.000704114 0.00792854 0.00371522 -0.000935625 -0.00153668 0.00130254 -0.000544261 0.0030604 -0.00194221 internal_weight=0 9150.84 3233.38 5917.46 1421.93 4495.53 626.201 573.747 538.412 1058.45 987.045 3012.2 795.731 32.2168 763.514 5282.31 252.126 14.9542 11.4719 3437.08 3104.25 611.239 25.1821 15.5297 2979.95 1175.15 146.872 1804.79 107.962 1028.28 internal_count=911180 500992 206433 294559 37446 257113 13940 12424 11851 36850 34234 196938 23506 1078 22428 410188 8116 621 473 220263 179957 24798 780 624 194138 71648 12497 122490 10719 59151 is_linear=0 shrinkage=0.01 Tree=749 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 10 9 9 5 10 5 9 1 0 9 5 9 0 5 1 9 5 9 5 9 9 10 9 10 3 split_gain=427.992 293.656 38.8692 25.2919 50.0995 19.0969 18.705 16.4918 13.6962 13.5889 12.3916 11.0099 11.4583 9.82624 9.06324 8.68248 10.0991 10.4831 39.4613 8.52932 8.17558 22.2684 30.4388 9.69538 7.87884 10.2953 9.58776 15.2624 7.60002 7.45323 threshold=0.99998754262924205 4.0456557144352709e-06 0.00014260681928130004 3.3950000000000005 0.97252115607261669 5.5826109246481803e-07 5.8950000000000005 2.1250000000000004 182.50000000000003 0.99999946355819713 1.0000000180025095e-35 3.1750000000000003 0.23132664437012262 1.0000000180025095e-35 6.285000000000001 4.5000000000000009 3.3550000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.24494897959183673 3.8750000000000004 38.500000000000007 4.9850000000000012 117.50000000000001 2.1250000000000004 3.1450000000000005 0.00042608799412840006 1.9550000000000003 0.98755538463592529 9.5000000000000018 decision_type=2 2 2 10 2 2 10 10 2 2 2 10 2 2 10 2 8 2 2 2 10 2 10 2 10 8 2 8 2 8 left_child=1 5 6 4 8 -1 -3 -6 13 20 -8 12 -10 -4 -7 16 -9 -18 -19 -14 -2 -22 23 -23 26 -26 27 -21 -17 -5 right_child=9 2 3 29 7 14 10 15 11 -11 -12 -13 19 -15 -16 28 17 18 -20 24 21 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0084643347088894389 0.0078882297802491258 -0.0027280699431605909 -0.0014090859888441104 -0.00086164314512121294 0.0048814908039469173 -0.0057048219365404516 -0.0054858012761416133 4.2147581494179612e-05 -0.0031876063383069141 0.0095709096375774134 0.0028489949944531605 -0.0039973295746532963 0.024263860396209137 -0.00030842862854650984 -0.0005300260617610576 -0.0028980257451863534 -0.00073019379881797235 -0.0627763150654604 0.010902515800338818 0.063301027146924968 0.004740882716940651 -0.026488327785562413 -0.060212796921107065 0.01041297649122519 0.0014522456421485108 0.017644636462236213 0.0072121816556734069 0.0095107466692928438 0.0047400218143488449 0.0005100959212824748 leaf_weight=354.13958708141581 73.103706468013115 713.80216129857581 2282.8256265926175 417.09697537031025 191.67497421451844 258.34673301043222 21.470700340112671 147.79631386464462 20.734477513469756 420.14234640798531 105.41817007621285 23.547628518659621 2.2525555882602921 1258.153446117416 38.947583453031257 15.759439088404177 3.2750239782035342 1.4893373977392914 1.4199890559539197 0.81507811322808565 44.119896001648158 1.0816607903689139 1.2661781441420314 2.0833927951753139 57.222421976737678 4.2158812517300239 25.432518921792507 1.4950056597590444 75.1389992358163 7867.2644247517455 leaf_count=326328 13857 135150 22050 6154 14189 125506 2045 3988 236 97869 13033 421 17 10026 17249 111 42 19 28 29 3717 26 20 59 702 42 183 33 1547 116504 internal_value=0 -0.000340879 -1.83327e-05 0.00012277 -0.000518231 -0.00689559 -0.00209917 0.0026846 -0.000898521 0.00871871 0.00143867 0.00221906 0.00352408 -0.00101801 -0.00502689 0.000965021 -0.000481722 -0.0130014 -0.026815 0.0050461 0.00577559 0.00259459 -0.0187752 -0.00219809 0.00456069 0.00256336 0.00898394 0.0284898 0.00341578 0.000441032 internal_weight=0 13889.7 13238.3 12397.6 4113.25 651.434 840.691 436.554 3676.69 541.797 126.889 135.716 112.168 3540.98 297.294 244.879 153.981 6.18435 2.90933 91.4335 121.655 48.5511 4.43123 3.16505 89.1809 61.4383 27.7426 2.31008 90.8984 8284.36 internal_count=911180 795632 326549 176321 53663 469083 150228 19924 33739 115548 15078 1663 1242 32076 142755 5735 4077 89 47 1006 17679 3822 105 85 989 744 245 62 1658 122658 is_linear=0 shrinkage=0.01 Tree=750 num_leaves=31 num_cat=0 split_feature=9 1 1 9 1 1 1 5 0 9 9 9 5 1 1 9 5 5 9 9 1 5 1 1 5 5 5 1 5 9 split_gain=12.0442 15.0603 12.4356 15.0157 11.5747 11.4719 15.3681 13.7323 11.0888 14.2255 10.6346 20.8082 10.2492 17.1442 22.6803 9.92105 8.74866 10.3095 22.7209 16.3725 27.094 35.2554 24.1453 18.6789 16.2659 15.9063 21.4764 14.4901 13.3507 13.3425 threshold=5.2550000000000008 0.98936170212765973 0.51869322152341024 5.1050000000000013 0.98936170212765973 0.48295234405269277 0.41202270381836947 273.50000000000006 1.0000000180025095e-35 5.0250000000000012 6.1150000000000011 6.0750000000000011 280.50000000000006 0.43775826446280997 0.41699475065616803 5.3550000000000013 497.50000000000006 9.5000000000000018 5.3150000000000004 5.9150000000000009 0.31835016835016838 10.500000000000002 0.066767983789260368 0.40924344112263583 11.500000000000002 13.500000000000002 53.500000000000007 0.37053001277139214 4.5000000000000009 6.0750000000000011 decision_type=8 2 2 10 2 2 2 2 2 10 10 10 2 2 2 8 2 2 8 8 2 2 2 2 2 2 2 2 2 10 left_child=1 2 3 5 16 6 -1 -8 -7 -10 11 15 13 14 -9 -6 17 18 28 -19 21 22 -21 25 -25 -22 -27 -28 -2 -20 right_child=4 -3 -4 -5 10 8 7 12 9 -11 -12 -13 -14 -15 -16 -17 -18 19 29 20 23 -23 -24 24 -26 26 27 -29 -30 -31 leaf_value=2.8797736024066597e-05 0.0039619627868441353 0.0014577384835816848 -0.0010287379657958342 -0.0015610188354537066 -0.0079428862121595396 -0.00017043670599224385 -0.0021375864795800305 0.019493477291377497 0.0015186455050699087 0.010121787825512138 -0.0030588664755833695 0.019334752732620641 0.0029885854571086142 -0.0044952534435024876 0.1361355719080326 2.7221454480879582e-05 -0.003396914526006193 -6.2225353617323298e-05 0.00030784392963567852 -0.0081104211032823718 -0.005812048180195325 8.7379941891627835e-05 0.017936267113111297 0.010087940160189499 0.0016011421640896642 0.009795149590982705 -0.0018666334074258625 0.0075052054465543621 -0.0035139098250261632 -0.0014325196415470654 leaf_weight=4306.2858408447646 215.18280052498449 505.25855055300053 1917.8969558232347 649.41082659279346 16.369201499503106 523.3665465269587 532.98428827230236 0.4212218893226225 647.04913202411262 19.808326526370365 172.4850423950702 5.458550576819106 38.331261317769531 0.69642770854989067 0.27588267350802198 340.38960934604984 55.870942101028049 689.76887586110388 2017.3681767765083 4.4297709906823028 10.396259470318908 632.32524662005017 18.105230606568512 24.319900518166833 316.29287532667513 102.75062096072361 35.447492109175073 30.860558750340715 26.871103957004379 563.57291570940288 leaf_count=201368 10771 16243 131539 60625 645 27165 36189 17 23558 786 4162 80 3392 75 35 12798 9201 107470 122829 2861 318 62449 239 647 31585 3015 2396 2420 2505 33797 internal_value=0 -0.000220349 -0.000318521 -0.000115783 0.000379597 3.88581e-05 -0.000175875 -0.00171484 0.000919098 0.00177419 -0.00101518 -4.19999e-05 0.00395708 0.030597 0.0656552 -0.000338472 0.000536819 0.000583704 0.000202561 0.00116072 0.00187868 0.000525403 0.0128162 0.0035827 0.0022071 0.00619365 0.00693194 0.00249513 0.00313204 -7.21809e-05 internal_weight=0 9141.79 8636.53 6718.63 5278.27 6069.22 4878.99 572.709 1190.22 666.857 534.702 362.217 39.7248 1.39353 0.697105 356.759 4743.56 4687.69 2822.99 1864.7 1174.93 654.86 22.535 520.068 340.613 179.455 169.059 66.3081 242.054 2580.94 internal_count=911180 500992 484749 353210 410188 292585 241076 39708 51509 24344 17685 13523 3519 127 52 13443 392503 383302 169902 213400 105930 65549 3100 40381 32232 8149 7831 4816 13276 156626 is_linear=0 shrinkage=0.01 Tree=751 num_leaves=31 num_cat=0 split_feature=9 3 1 9 1 3 1 1 9 3 9 9 9 9 9 9 9 3 9 3 9 4 4 4 4 4 3 1 1 4 split_gain=11.8047 16.5592 20.2975 14.9653 11.3426 10.8831 10.8266 11.8741 10.7797 10.6433 14.4905 10.5845 10.483 10.4645 10.1749 10.0884 9.94047 9.60966 9.35542 9.00368 8.628 11.7089 9.35852 8.35595 8.22969 8.8906 7.80586 7.41052 22.7256 7.35239 threshold=5.2550000000000008 29.500000000000004 0.82683658170914553 2.0250000000000004 0.98936170212765973 20.500000000000004 0.66751700680272119 0.74095860566448812 4.9850000000000012 28.500000000000004 5.3450000000000006 3.1750000000000003 5.2350000000000012 5.3550000000000013 5.1150000000000011 4.8750000000000009 9.7700000000000014 18.500000000000004 3.0550000000000002 19.500000000000004 3.0550000000000002 9.5000000000000018 3.5000000000000004 4.5000000000000009 3.5000000000000004 15.500000000000002 42.000000000000007 0.062895569620253167 0.17416582406471184 6.5000000000000009 decision_type=8 8 2 10 2 8 2 2 10 8 10 10 8 8 10 10 10 10 8 10 10 10 8 10 10 10 10 2 2 10 left_child=1 3 6 -1 9 17 14 15 11 10 -2 18 -4 -7 20 -8 26 -6 -9 -12 -3 22 -22 -5 27 -26 -11 -18 -29 -21 right_child=4 2 12 23 5 13 7 8 -10 16 19 -13 -14 -15 -16 -17 24 -19 -20 29 21 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.001719015214710686 0.0031820392175064727 -0.00048228191768702965 0.0019334958199088831 -0.00092382153871424001 -0.0018648365119727365 -0.0082881514744096302 -0.0060232099652974182 -0.00071392907175387679 -0.005176634786722898 0.00013205670652041647 3.9091456183354142e-05 0.0025050384331486131 0.013666374454306835 0.00023594802959956812 -0.0013805107710672098 -0.00035540919416648362 -0.0058630181250918217 -0.0077618080079644141 -0.0096819628794680215 0.0016622615656580462 0.00052726963652423276 0.007861947548241625 -0.0023000210743258122 -0.0060527633502558088 0.013262592252869689 -0.013190356677466673 0.014047801072417555 0.089139667247473103 0.004110078889893367 0.014105925064642526 leaf_weight=220.74635025439784 301.36942038498819 1342.3378037378425 443.36438121431274 2975.7942403370689 117.49034882953856 14.991503100027328 89.463808794913348 87.476377997430973 39.957998944330029 3174.8282869381364 740.66165289242053 117.99185409466736 7.7482220261590546 366.2535697260173 451.28063738290803 48.391830829437822 8.0954434371669759 36.133126982836984 13.416480532032436 488.10384452764993 3127.445743235643 21.288520284055267 121.62868955073645 32.107108654716285 14.342825994157463 1.3940097895683727 4.0360768736572927 0.33211839490104544 5.8662265006569214 4.7948798223223994 leaf_count=9495 27152 42145 14570 194138 3465 519 5339 3661 3654 220971 88487 5410 249 12896 41993 4857 3066 805 385 45690 158143 748 13405 2800 2241 1234 265 15 1429 1953 internal_value=0 -0.000218182 9.63661e-05 -0.000794132 0.000375768 -0.00100472 -7.20491e-05 -0.00166293 -0.000400334 0.000531419 0.00121629 0.000471592 0.00213502 -9.92407e-05 5.25762e-05 -0.00403363 0.000203822 -0.00325184 -0.00190648 0.000736037 0.000192781 0.000469865 0.00042143 -0.000978569 0.00593019 0.0109193 0.000149725 0.000437382 0.00866612 0.00178331 internal_weight=0 9140.44 5911.79 3228.65 5278.69 534.869 5460.68 396.698 258.843 4743.82 1534.93 218.885 451.113 381.245 5063.98 137.856 3208.89 153.623 100.893 1233.56 4612.7 3270.36 3249.07 3007.9 30.0306 15.7368 3178.86 14.2938 6.19834 492.899 internal_count=911180 500992 294559 206433 410188 17685 279740 23306 13110 392503 163282 9456 14819 13415 256434 10196 229221 4270 4046 136130 214441 172296 171548 196938 7985 3475 221236 4510 1444 47643 is_linear=0 shrinkage=0.01 Tree=752 num_leaves=31 num_cat=0 split_feature=9 3 1 9 1 3 1 1 9 3 9 9 9 9 9 9 9 3 9 2 3 2 1 9 4 4 4 2 4 9 split_gain=11.5699 16.2356 19.8879 14.6715 11.1166 10.6658 10.6188 11.6722 10.5902 10.4282 14.2017 10.3684 10.2755 10.2465 9.97774 9.93581 9.74102 9.40929 9.18695 8.95912 8.94196 10.3567 8.88673 8.45557 11.4555 9.18002 8.22468 8.06006 12.5917 8.94013 threshold=5.2550000000000008 29.500000000000004 0.82683658170914553 2.0250000000000004 0.98936170212765973 20.500000000000004 0.66751700680272119 0.74095860566448812 4.9850000000000012 28.500000000000004 5.3450000000000006 3.1750000000000003 5.3550000000000013 5.2350000000000012 5.1150000000000011 4.8750000000000009 9.7700000000000014 18.500000000000004 3.0550000000000002 0.99938118811881205 11.500000000000002 0.5884438881935754 0.31835016835016838 3.0550000000000002 9.5000000000000018 3.5000000000000004 4.5000000000000009 0.38119783996072654 4.5000000000000009 5.035000000000001 decision_type=8 8 2 10 2 8 2 2 10 8 10 10 8 8 10 10 10 10 10 2 10 2 2 10 10 8 10 2 10 10 left_child=1 3 6 -1 9 17 14 15 11 10 -2 18 -7 -4 23 -8 -11 -6 -9 20 21 -12 -23 -3 25 -25 -5 29 -29 -27 right_child=4 2 13 26 5 12 7 8 -10 16 19 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 27 -28 28 -30 -31 leaf_value=0.0017020431149022542 0.0031498666634155372 -0.00047748430655030188 0.0019136735123598939 -0.00091486707438524664 -0.001846399458873561 -0.0082208460167907602 -0.0059798031177375026 -0.00070680655482013551 -0.0051371410051975694 0.00014822719418989188 -0.0024006939673108839 0.0024777756235549358 0.00023359154549677704 0.013501649739886688 -0.0013675953306131478 -0.00035192251656048732 0.00587010339316597 -0.0076806117350273146 -0.0095994659799474667 -0.0024421648286012394 0.0015512628178479951 -7.8961648616024001e-05 0.0047337941350214761 0.00052189620848457844 0.0077709525058703398 -0.0080626742219848408 -0.0060113523808797819 -0.0022249304340452108 0.0087536773306821393 0.012789159240411123 leaf_weight=220.7182133004535 301.4029476121359 1342.2672814219259 443.47672353341477 2974.8759395882662 117.47697070310824 14.963241346995344 89.213348851219052 87.474319787113927 39.863018390082289 3178.8935721355956 146.19559705478605 118.09668223885819 366.24885003874078 7.7642444548546328 450.98853631556267 48.382607083360199 30.033891428960487 36.149875590577722 13.396563279326072 83.113368269172497 791.60567062327755 162.69202264858177 50.206642523175105 3128.0463572766166 21.322252917278092 29.532929319044346 32.005517164157936 77.650902061053785 12.070928694505708 2.2100184360460835 leaf_count=9495 27152 42145 14570 194138 3465 519 5339 3661 3654 221236 18139 5410 12896 249 41993 4857 7985 805 385 7464 83429 23472 3626 158143 748 1980 2800 10104 1083 238 internal_value=0 -0.000216029 9.53994e-05 -0.000786448 0.000371989 -0.00099473 -7.13343e-05 -0.00164746 -0.000396368 0.000526068 0.0012039 0.000466689 -9.82599e-05 0.00211306 5.20479e-05 -0.00400088 0.000201781 -0.00321925 -0.00188783 0.000728524 0.000957538 -0.000351299 0.001056 0.000190836 0.000465098 0.000417159 -0.000969115 -0.00228011 -0.000747899 -0.00661092 internal_weight=0 9139.36 5911.76 3227.6 5278.98 534.839 5460.52 396.427 258.831 4744.14 1535.22 218.968 381.212 451.241 5064.09 137.596 3208.93 153.627 100.871 1233.81 1150.7 359.094 212.899 4613.1 3270.83 3249.51 3006.88 121.465 89.7218 31.7429 internal_count=911180 500992 294559 206433 410188 17685 279740 23306 13110 392503 163282 9456 13415 14819 256434 10196 229221 4270 4046 136130 128666 45237 27098 214441 172296 171548 196938 13405 11187 2218 is_linear=0 shrinkage=0.01 Tree=753 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 2 4 2 10 2 4 1 2 2 2 10 10 10 4 1 10 10 4 10 10 10 10 10 split_gain=422.947 289.855 38.243 19.1168 19.0192 13.6429 8.68438 8.03385 11.4257 12.5718 7.85275 6.97192 5.99111 6.05453 12.4965 10.2331 18.2163 12.7956 25.7178 7.64816 16.5809 6.49842 10.63 20.1125 18.322 14.6671 13.0789 20.0703 14.1552 8.91592 threshold=0.99998754262924205 4.0456557144352709e-06 0.0006371206545736001 5.5826109246481803e-07 0.99894970655441295 0.99999946355819713 0.094556797295808764 0.78297101449275375 6.5000000000000009 0.8577380952380953 3.4846319977077662e-05 0.8185736677115989 2.5000000000000004 0.50144508670520238 0.67879188712522065 0.66781609195402314 0.67403517342452379 1.082918970496394e-06 9.1954279923811565e-07 5.7829336697068367e-07 7.5000000000000009 0.49844720496894418 1.2860057267971572e-06 1.3432743912744629e-06 3.5000000000000004 3.6307864093032553e-06 2.3780750098012508e-06 1.6836783061080498e-06 1.9447738850431055e-06 2.1492392079380811e-06 decision_type=2 2 2 2 2 2 2 2 10 2 2 2 10 2 2 2 2 2 2 2 10 2 2 2 10 2 2 2 2 2 left_child=1 3 10 -1 6 -2 -4 12 -9 -10 -3 -12 -5 14 15 19 -17 18 -18 20 -14 -21 -23 -24 25 26 27 -25 -29 -30 right_child=5 2 4 7 -6 -7 -8 8 9 -11 11 -13 13 -15 -16 16 17 -19 -20 21 -22 22 23 24 -26 -27 -28 28 29 -31 leaf_value=-0.0084510747089122703 0.0057496672693303557 -0.0026543783338042119 -0.00026065234181553497 -0.0064039933528841509 0.0019641051662302243 0.0095655329828384511 0.00030943692012719873 -0.0019921773761877814 0.12541315881126688 -0.010033566317726452 -0.0014270066027922519 0.00072129136064377525 -0.010011993190030244 -0.0079349795051888508 -0.0100163926345834 0.28792657854192699 -0.010010288346909426 -0.010020865284949285 0.4223189779689106 0.0022980821421901151 0.13917951798402212 -0.010017371441968861 0.28533668665014317 -0.010015410413883149 -0.010019415465229055 0.28074384139635888 -0.010014621396012831 0.28647074063613992 -0.010017992396139118 0.18571025019304579 leaf_weight=351.17248460702831 120.919428003137 434.68748945969855 4426.276422560215 208.89636543375673 564.97816699324176 416.16811561386567 6742.4597945483401 58.456510160001926 0.14766181516460974 0.12786698812851682 883.02510149683803 182.24215261777863 0.16846087225713269 9.5916201987711229 5.9967518444464067 0.033564001787454667 0.033964167756494135 0.15475683892145753 0.023130037065129727 10.546678960265123 0.1335504378657788 0.5383587462129078 0.033857746282592416 0.090607214951887727 0.42216964368708432 0.034391944878734648 0.14546616515144706 0.067456074873916805 0.042744420177768916 0.051091586123220623 leaf_count=326328 17679 101543 71961 94377 19920 97869 45826 27434 61 48 74684 12615 185 7661 4827 33 39 102 16 6964 6 428 23 64 260 20 108 39 27 33 internal_value=0 -0.000337644 -1.81457e-05 -0.00687354 0.000174056 0.00870643 8.35051e-05 -0.0050003 -0.00168937 0.0625552 -0.00152168 -0.00105948 -0.00582078 -0.00148646 0.0018538 0.00753921 0.0714766 0.037184 0.165135 0.00626088 0.055961 0.00500721 0.0250419 0.046302 0.0368244 0.0826281 0.0654812 0.109078 0.17598 0.0965516 internal_weight=0 13880.6 13233.7 646.91 11733.7 537.088 11168.7 295.737 58.732 0.275529 1499.95 1065.27 237.005 28.1086 18.517 12.5202 0.245415 0.211851 0.0570942 12.2748 0.302011 11.9728 1.42614 0.887785 0.853927 0.431757 0.397365 0.251899 0.161292 0.093836 internal_count=911180 795632 326549 469083 137707 115548 117787 142755 27543 109 188842 87299 115212 20835 13174 8347 190 157 55 8157 191 7966 1002 574 551 291 271 163 99 60 is_linear=0 shrinkage=0.01 Tree=754 num_leaves=31 num_cat=0 split_feature=10 10 10 9 9 10 10 10 10 9 9 9 5 9 5 2 5 5 2 2 9 5 5 9 5 9 5 10 9 2 split_gain=418.012 286.167 37.552 25.6647 19.4814 22.5759 19.1203 13.6968 11.4194 14.3211 12.2849 21.2219 18.827 14.1631 12.1989 29.5999 21.7664 20.1062 18.718 12.6953 11.1898 10.4697 10.3226 10.5362 10.2857 11.0595 10.2002 9.35356 9.34653 9.17384 threshold=0.99998754262924205 4.0456557144352709e-06 0.00042608799412840006 5.3250000000000011 4.8650000000000011 0.99989646673202526 5.5826109246481803e-07 0.99999946355819713 0.51461192965507518 1.3750000000000002 2.5450000000000004 2.5750000000000006 455.50000000000006 2.4350000000000005 1.5000000000000002 0.42807881773399015 36.500000000000007 1.0000000180025095e-35 0.48492424242424242 0.74478940512375169 4.4150000000000009 1.5000000000000002 1813.0000000000002 5.495000000000001 497.50000000000006 4.9450000000000012 561.50000000000011 0.97252115607261669 1.7450000000000003 0.9566262541806021 decision_type=2 2 2 10 10 2 2 2 2 10 10 10 2 10 2 2 2 2 2 2 10 2 2 10 2 10 2 2 10 2 left_child=1 6 3 -3 5 8 -1 -2 10 27 12 -12 13 14 17 -16 -17 18 -4 -18 -7 -22 -5 -24 -6 26 -26 -10 -11 -21 right_child=7 2 4 22 24 20 -8 -9 9 28 11 -13 -14 -15 15 16 19 -19 -20 29 21 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0084376837573005934 0.0057243061070200406 -0.002441802982877959 0.00021100480172559161 0.00071434966764521578 0.00064033678197726574 0.0055469096083501984 -0.0049753243665663759 0.0095600887261362115 0.00095621788113026075 -0.004804225048655764 0.0055888085590770943 -0.00032858017468873182 0.018519201994463927 -0.0054979479026636344 -0.0040596743589584082 0.0038781551208376275 0.0006458701284091634 -0.0047464862011172065 -0.0030922826593326653 -0.0072558603815456877 0.0048191582678181353 -0.01963125457550538 0.07913908068517872 0.0079683059940043426 -0.011998066168578552 -0.0046396031633359671 0.036072334999393892 0.0045225104183801322 8.0724998752685625e-05 0.011200770399498617 leaf_weight=348.22728166705929 120.24399733915925 975.69166418269742 442.40890248306096 322.77646889036987 5414.538007535506 89.284903061110526 294.28613313529058 412.26064173062332 197.32688928954303 40.070560593158007 61.967780906707048 2760.1498239454813 4.7623328901827326 79.559653287753463 121.0981762483716 194.29165318422019 99.463560013100505 187.28989057429135 280.17640955932438 38.273070828989148 3.4543012063950291 3.5522825941443443 0.33490522659849276 0.54896924248896539 0.67214554967358608 51.760582420043647 1.2859492739662526 117.23739685770124 1738.7272220570594 2.8969005793333045 leaf_count=326328 17679 134088 2593 45335 65656 7429 142755 97869 2853 688 385 38651 44 654 851 1293 804 1095 1694 423 72 37 28 66 19 966 50 7918 12838 19 internal_value=0 -0.000334495 -1.7971e-05 -0.00163235 0.000157855 -0.000213875 -0.00685184 0.00869394 -0.000286571 0.000318505 -0.000583046 -0.000198647 -0.00133108 -0.00139648 -0.00115759 0.000177311 0.00170927 -0.00182663 -0.00106982 -0.00128715 0.00459196 -0.00757701 0.000807803 0.0349353 0.000597138 -0.00375709 0.0195714 0.00228537 -2.93171e-05 -0.00595717 internal_weight=0 13872.1 13229.6 1299.35 11930.2 6461.99 642.513 532.505 6365.7 2093.36 4272.34 2822.12 1450.22 1445.46 1365.9 456.023 334.925 909.875 722.585 140.634 96.2915 7.00658 323.66 0.883874 5468.26 53.7187 1.95809 314.564 1778.8 41.17 internal_count=911180 795632 326549 179517 147032 80341 469083 115548 72803 24297 48506 39036 9470 9426 8772 3390 2539 5382 4287 1246 7538 109 45429 94 66691 1035 69 10771 13526 442 is_linear=0 shrinkage=0.01 Tree=755 num_leaves=31 num_cat=0 split_feature=9 1 1 9 1 1 1 0 9 9 9 9 9 9 1 1 1 2 0 9 9 9 9 9 9 7 6 9 1 1 split_gain=11.258 14.2088 11.985 14.2932 11.2598 15.1224 10.9991 10.8692 13.8706 10.4015 20.3653 9.42358 8.76391 8.1038 7.79765 13.3212 7.93155 21.9988 7.00955 20.3025 10.4669 10.7457 10.0031 9.15644 6.8685 6.81386 6.6622 6.41962 14.7778 14.5336 threshold=5.2550000000000008 0.98936170212765973 0.51869322152341024 5.1050000000000013 0.48295234405269277 0.41202270381836947 0.98936170212765973 1.0000000180025095e-35 5.0250000000000012 6.1150000000000011 6.0750000000000011 5.3550000000000013 3.1150000000000007 5.1450000000000005 0.84248120300751894 0.85791925465838526 0.68772163120567387 0.33477011494252878 1.0000000180025095e-35 3.0250000000000004 2.4350000000000005 2.6750000000000003 1.8450000000000004 3.9650000000000003 5.6050000000000013 1.0000000180025095e-35 1.0000000180025095e-35 5.3150000000000004 0.65017482517482528 0.72245564892623726 decision_type=8 2 2 10 2 2 2 2 10 10 10 8 10 10 2 2 2 2 2 10 10 10 10 10 8 2 10 8 2 2 left_child=1 2 3 4 5 -1 26 -6 -9 10 11 -8 -7 25 16 -16 17 -15 20 -20 22 -22 -3 -23 -13 -4 27 28 -2 -30 right_child=6 18 13 -5 7 12 9 8 -10 -11 -12 24 -14 14 15 -17 -18 -19 19 -21 21 23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=3.1486878771768173e-05 0.00098334690054311725 0.0020740100246217897 -0.001212826180599895 -0.0015217651175021482 -0.00016551205324612106 0.00016984423579167879 -0.0077610658659295608 0.0015084088806262385 0.0099916031896920519 -0.0030125558340323329 0.019117431084084133 0.0034460340010856361 -0.0025209372340160431 0.0084589896770013804 0.015534710862371317 -0.0046189599511734679 -0.0031771415371686456 -0.0013061428491019042 0.0036865229077187619 -0.0028766591597979068 0.0083512497489335522 0.00030894979004740498 -0.0081149341947592667 0.0042199023297680507 -0.00055963048942377276 0.04375567418333267 0.014776205796482495 0.00040871941881409895 0.012111527695142768 0.0011360959272827178 leaf_weight=4299.0714552840509 289.07922087947372 21.436764087993652 1751.5309056216211 647.5541250234528 522.35418817438767 174.14327974361368 16.254797435016371 645.70275586342905 19.867286563850939 172.63622068625409 5.4715300572570404 50.241901131696068 396.96700574803981 34.597127466578968 9.0385185223421995 5.1475624502636483 42.589274759957334 69.239272822596831 82.098200680920854 110.66546802286757 33.386950015788898 117.85318604193162 17.502728112274781 121.66098850383423 289.26148692262359 0.33702336717396875 3.2760379294631994 4395.0495749115653 25.664496079058154 22.768798860663082 leaf_count=201368 26562 596 113225 60625 27165 6408 645 23558 786 4162 80 1362 33300 1822 246 635 5241 10364 3142 4970 614 3144 614 3163 11436 6 192 362454 1424 1871 internal_value=0 -0.000213294 -0.00030879 -0.000109636 4.13077e-05 -0.000171613 0.000367259 0.000914228 0.00176163 -0.000993458 -2.8506e-05 -0.000322969 -0.00170046 -0.00100708 0.00114277 0.00822175 0.000456943 0.00194749 0.00141768 -8.13947e-05 0.00234433 0.00303638 -0.00250577 0.00229551 3.31536e-05 -0.00120418 0.000520651 0.000510783 0.00183984 0.00695191 internal_weight=0 9122.74 8618.14 6705.66 6058.11 4870.18 5269.7 1187.92 665.57 533.866 361.23 355.758 571.11 1912.48 160.612 14.1861 146.426 103.836 504.604 192.764 311.841 272.901 38.9395 239.514 339.503 1751.87 4735.84 4732.56 337.513 48.4333 internal_count=911180 500992 484749 353210 292585 241076 410188 51509 24344 17685 13523 13443 39708 131539 18308 881 17427 12186 16243 8112 8131 6921 1210 6307 12798 113231 392503 392311 29857 3295 is_linear=0 shrinkage=0.01 Tree=756 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 5 10 5 5 5 10 10 1 4 10 1 5 1 5 1 1 4 5 5 5 5 1 5 5 split_gain=413.091 282.465 36.9969 19.8661 19.1284 13.7534 10.1349 9.37204 7.81465 7.64419 7.44098 8.08132 31.4501 7.4225 17.1423 25.9741 12.9625 13.6128 8.62299 10.8548 27.2314 7.38723 7.41363 8.91414 14.4026 6.52378 25.6254 11.7531 6.30227 5.64291 threshold=0.99998754262924205 4.0456557144352709e-06 0.00014260681928130004 0.78322452306747448 5.5826109246481803e-07 0.99999946355819713 164.50000000000003 0.99977076053619396 894.50000000000011 12.500000000000002 166.50000000000003 1.8603117496240887e-05 1.3805868547933644e-05 0.2573593073593074 3.5000000000000004 5.7526181080902469e-06 0.22756041426927498 833.50000000000011 0.25092592592592594 190.50000000000003 0.23557158712541623 0.58847248576850109 2.5000000000000004 1351.5000000000002 1813.0000000000002 230.50000000000003 241.50000000000003 0.21889880952380952 309.50000000000006 429.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 left_child=1 4 6 9 -1 -2 -3 8 -5 -4 11 12 -8 14 16 -16 -12 18 19 20 -18 22 -6 -24 -25 -17 -27 -28 -20 -23 right_child=5 2 3 7 21 -7 10 -9 -10 -11 13 -13 -14 -15 15 25 17 -19 28 -21 -22 29 23 24 -26 26 27 -29 -30 -31 leaf_value=-0.0084241166691758611 0.0056982632630421647 -0.002398235627382624 -0.00029666737305636414 0.00065721827485604786 -0.0047764303221492091 0.0095546122985121894 0.019754035896392814 0.0025285034001271138 -0.0069678395546318942 0.00035615254367690421 -0.00036315829879737831 0.0055370788528256798 0.24063259439775633 -0.00097370270603591214 0.19464990166314455 -0.010051695500189837 0.20379159770538352 0.068683613070197685 0.099937551053344301 -0.0014395110581146313 0.014534774387232887 -0.0081173051047869291 0.00032338382294186922 0.2431454965611454 -0.010013531748611016 0.19220015282396533 -0.010049240580886735 0.054106224862145655 -0.010031612840337293 0.022144504243312567 leaf_weight=345.29206964350305 119.55775841197465 761.5302961494308 6653.7648616270162 2983.8551680794917 195.82032378920121 408.37031432264484 0.33565859356894978 282.39614466112107 13.501558028161524 2455.6614465531893 16.440280927170541 0.64009324461221695 0.079786727670580149 51.700888623308856 0.09771673456998442 0.37099741445854295 0.0935229473980147 0.50631472968962032 0.18183186918031413 2.3165595898171887 0.40639080083929002 67.284742336662021 28.988220046361679 0.039498216705395772 0.052134678087895736 0.09886071947403241 0.53155327599961288 0.61701482662465423 0.073050845297984779 0.62188376375706766 leaf_count=326328 17679 129838 82161 29528 92832 97869 138 13291 73 51268 3426 141 28 15472 59 108 23 50 56 534 104 28926 20395 21 49 14 161 48 28 532 internal_value=0 -0.000331342 -1.78026e-05 0.000119592 -0.00682974 0.00868128 -0.00205388 0.000786952 0.000622871 -0.000120684 0.00146654 0.0278286 0.062174 0.00108762 0.00599107 0.0363228 0.00339073 0.0206408 0.0127209 0.00768027 0.0499406 -0.00494956 -0.00407677 0.000634669 0.0991103 0.0267634 0.0377125 0.0244153 0.0684198 -0.00784017 internal_weight=0 13863.3 13225.2 12389.2 638.099 527.928 836.021 3279.75 2997.36 9109.43 74.4905 1.05554 0.415445 73.435 21.7341 1.71614 20.018 3.57767 3.07136 2.81647 0.499914 292.807 224.9 29.0799 0.0916329 1.61843 1.24743 1.14857 0.254883 67.9066 internal_count=911180 795632 326549 176321 469083 115548 150228 42892 29601 133429 20390 307 166 20083 4611 390 4221 795 745 661 127 142755 113297 20465 70 331 223 209 84 29458 is_linear=0 shrinkage=0.01 Tree=757 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 10 9 9 10 9 9 4 9 9 9 3 10 9 9 9 0 10 9 0 10 10 9 9 9 9 split_gain=408.263 278.846 36.3353 24.4862 48.0038 19.132 18.1043 16.022 13.8066 9.03652 8.29736 7.96683 10.5513 32.8425 20.027 22.8386 17.9194 17.0527 16.4462 16.2199 14.4953 14.6615 11.3843 11.1938 13.6293 10.7216 10.1616 10.0392 9.92019 11.7071 threshold=0.99998754262924205 4.0456557144352709e-06 0.00014260681928130004 3.3950000000000005 0.97252115607261669 5.5826109246481803e-07 5.995000000000001 2.1250000000000004 0.99999946355819713 6.285000000000001 3.8750000000000004 1.5000000000000002 6.9850000000000012 6.1150000000000011 5.2750000000000012 28.500000000000004 0.3781151175498963 6.9050000000000011 5.3150000000000004 6.1250000000000009 1.0000000180025095e-35 0.98755538463592529 5.995000000000001 1.0000000180025095e-35 0.94052824378013633 0.97252115607261669 5.1150000000000011 5.1050000000000013 9.7700000000000014 8.1200000000000028 decision_type=2 2 2 10 2 2 10 10 2 10 10 10 10 10 10 8 2 8 10 10 2 2 10 2 2 2 10 10 10 10 left_child=1 5 6 4 -4 -1 -3 -6 10 -7 -2 12 13 14 15 23 -14 19 -16 20 21 -15 -20 26 -25 27 -5 -17 29 -13 right_child=8 2 3 11 7 9 -8 -9 -10 -11 -12 28 16 17 18 25 -18 -19 22 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0084105453554839602 0.0078311494282501601 -0.0026398418368011457 -0.00088452841395291913 -0.0011624117954301412 0.0048159959029220427 -0.0056110303824543151 0.0015651407318934072 0.0009407418860999272 0.009549093819374457 -0.00040798070660061413 0.0024394287625697938 6.950611600702981e-05 0.00065876508778654318 -0.0084657790093257811 0.0049206961156333289 0.0012164190487482999 0.0049790951633688517 -0.013419524551813588 0.0011398820363331176 -0.00034280653598258126 -0.018329072434799566 -0.00098451393143139491 0.005621249170135542 -0.0046823814039448197 0.0036919380472321861 -0.0010456469483017229 0.0022578621475683631 -0.00041234031608739153 0.0064665549552013818 -0.0029296951681734894 leaf_weight=342.40522037280607 71.301944316131994 714.85127393173752 3672.516332234256 488.39629269903526 189.42921668407507 252.92005236455589 119.5057549115736 244.25605166051537 404.53944553376641 38.455161152436631 47.593753319000825 2382.9612245936878 276.96801759628579 44.943436104804277 152.45382197853178 2292.305048498325 146.93570928368717 13.809424718841909 970.37191270291805 199.87549493741244 7.6750530563294879 62.797618822194636 60.204156388528645 139.71411660779268 22.57471418287605 299.2964823525399 105.65575892617926 453.25584892765619 23.2588444147259 137.66727854963392 leaf_count=326328 13857 136398 33739 8580 14189 125506 13830 5735 97869 17249 3822 43360 3267 291 2032 32134 1339 108 12315 1797 70 1213 570 1846 176 2450 1769 6889 324 2128 internal_value=0 -0.000328236 -1.7639e-05 0.000118414 -0.000512974 -0.00680779 -0.00203756 0.00263341 0.00866862 -0.00492434 0.00567285 0.000431488 0.000638024 0.000516895 0.000718917 0.000365289 0.0021563 -0.00254274 0.00185516 -0.00206635 -0.00505114 -0.00410527 0.00140167 -0.00118996 -0.0035175 0.000751611 -0.000554095 0.000947532 -3.43129e-05 -9.4299e-05 internal_weight=0 13855.5 13221.7 12387.3 4106.2 633.78 834.357 433.685 523.435 291.375 118.896 8281.12 5737.23 5313.33 4984.23 3801.2 423.904 329.101 1183.03 315.292 115.416 107.741 1030.58 756.341 162.289 3044.86 594.052 2745.56 2543.89 2520.63 internal_count=911180 795632 326549 176321 53663 469083 150228 19924 115548 142755 17679 122658 76846 72240 68761 53844 4606 3479 14917 3371 1574 1504 12885 12371 2022 41473 10349 39023 45812 45488 is_linear=0 shrinkage=0.01 Tree=758 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 9 10 5 1 9 3 10 5 5 9 1 1 10 1 10 9 10 10 9 1 9 1 9 1 1 split_gain=403.489 275.267 35.7985 21.1261 19.1346 17.7642 21.5585 14.4803 23.1951 22.7751 16.3772 13.8575 13.808 12.7025 11.6692 25.6332 29.1247 11.6205 11.3117 21.861 11.6828 13.6349 53.5406 19.9401 35.7044 10.9917 10.6825 10.4994 11.381 13.8982 threshold=0.99998754262924205 4.0456557144352709e-06 0.0011766494717448501 3.9050000000000007 5.5826109246481803e-07 4.8650000000000011 0.99989646673202526 32.500000000000007 0.63582887700534763 6.6150000000000011 19.500000000000004 0.99999946355819713 48.500000000000007 497.50000000000006 6.6750000000000007 0.57719393282773568 0.60072463768115958 0.00019807765784200004 0.6401754385964914 0.00014260681928130004 4.0550000000000006 0.00010426018707220001 0.00015983601042530003 5.2950000000000008 0.76506899055918665 4.4150000000000009 0.69789381307591059 4.8950000000000005 0.24165739710789766 0.15018796992481201 decision_type=2 2 2 8 2 10 2 2 2 8 10 2 2 2 10 2 2 2 2 2 10 2 2 10 2 10 2 10 2 2 left_child=1 4 3 -3 -1 6 -4 10 14 12 -5 -2 18 27 -9 -16 17 -17 19 -10 -20 -22 23 24 -23 -8 -11 28 29 -7 right_child=11 2 5 7 -6 13 25 8 9 26 -12 -13 -14 -15 15 16 -18 -19 20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0083968837864592458 0.0056476274273426497 -0.0029462700401916048 -0.0002494349495472738 -0.0047102109130198371 -0.0048991055814537896 0.0012625900170267629 0.0054981916646160856 -0.00064458339147564119 0.20408554881368166 0.037542100786325729 -0.00073408570915229222 0.0095435378607777541 0.00068897293367027384 -0.0043555940827032444 0.0035390128142582045 0.15753314940891669 -0.010319578660792132 0.062213785214267132 0.091976396629104354 -0.010115551644665004 -0.0053933211506789628 0.3068679519485743 0.0084645440241703316 0.048201606052195992 0.069072211734261826 -0.007489985081554287 0.013291313381479873 0.00057036123045111546 0.0045342342384641155 -0.012053894944735879 leaf_weight=339.54701873901649 118.23651970154606 554.44679696985986 6036.9311324753799 118.37404538074043 289.95541954113287 76.337947852909565 88.400183933554217 234.63793286023429 0.093403932871303108 3.4904062491841605 829.47408501431346 400.74621250620112 18.571888770966325 50.871909926179796 57.150872991071083 0.23859310173429449 0.36548416689038277 0.27567014284431934 0.19597373739816237 0.097257788758724928 2.152603366819676 0.1262158632744107 2.1517272053752095 0.17156387493014336 0.12634980934672058 7.0342743825167409 3.7874855943955481 4985.560201887507 139.80445827357471 8.7342712283134443 leaf_count=326328 17679 38344 62036 13973 142755 616 7429 49513 34 76 89288 97869 4743 813 4514 34 17 10 36 9 759 28 212 24 20 109 135 52242 1413 122 internal_value=0 -0.000325116 -1.74665e-05 -0.00131738 -0.00678577 0.000190854 -0.000174886 -0.000607074 0.00121924 0.00944971 -0.00123065 0.00865596 0.00469588 0.000617147 0.000348446 0.00436361 0.0579316 0.106437 0.0192442 0.0948202 0.0163181 0.0131824 0.0287058 0.131395 0.187907 0.00454086 0.0249218 0.000665698 0.00277934 -0.000104599 internal_weight=0 13849.1 13219.6 1825.93 629.502 11393.7 6132.37 1271.48 323.633 30.9649 947.848 518.983 23.687 5261.31 292.669 58.0306 0.879747 0.514263 5.1151 0.190662 4.92443 4.72846 2.57586 0.42413 0.252566 95.4345 7.27789 5210.44 224.877 85.0722 internal_count=911180 795632 326549 201769 469083 124780 69574 163425 60164 6076 103261 115548 5865 55206 54088 4575 61 44 1122 43 1079 1043 284 72 48 7538 211 54393 2151 738 is_linear=0 shrinkage=0.01 Tree=759 num_leaves=31 num_cat=0 split_feature=9 4 5 9 4 9 5 5 5 9 9 4 9 9 9 4 5 9 5 9 9 4 5 5 4 9 9 9 9 9 split_gain=10.8632 11.9438 14.8585 17.9968 8.60387 18.788 8.53487 8.34925 9.21562 23.4909 14.4349 17.0056 15.8777 12.4608 12.2691 22.6617 21.4923 17.8771 13.4718 19.9825 13.3085 11.417 11.3875 10.7765 10.4449 10.4676 24.3982 9.13263 9.34174 8.8759 threshold=5.2550000000000008 3.5000000000000004 1351.5000000000002 4.455000000000001 10.500000000000002 4.9150000000000009 1.0000000180025095e-35 497.50000000000006 9.5000000000000018 6.1150000000000011 5.3150000000000004 1.5000000000000002 5.2650000000000006 6.2350000000000012 5.4450000000000012 2.5000000000000004 276.50000000000006 5.455000000000001 10.500000000000002 5.7750000000000012 5.8150000000000004 1.5000000000000002 488.50000000000006 192.50000000000003 3.5000000000000004 6.3850000000000007 6.1250000000000009 5.3350000000000009 5.3750000000000009 5.4650000000000007 decision_type=8 10 2 10 10 10 2 2 2 10 8 10 10 10 8 10 2 8 2 8 10 10 2 2 8 10 10 10 10 8 left_child=1 -1 4 -4 -3 -6 -7 8 9 10 11 -2 -13 -11 15 22 -17 -16 19 -19 21 -21 23 -10 -22 26 -26 -18 -29 -12 right_child=7 2 3 -5 5 6 -8 -9 14 13 29 12 -14 -15 17 16 27 18 -20 20 24 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.00014064873674480711 0.0043124830541603609 -0.002816137056283476 0.16835336505270235 -0.01005593985703912 -0.0021552220695407243 -0.026191730223350945 0.014242286777884302 -0.0034816435009825076 -0.0016311880581158685 -0.0042772801842136336 -0.0010757995894765567 0.0091459199239426383 -0.003859308609908066 -0.0009022793397712827 0.0098483921993957509 0.0014851914999276091 -0.0049733405891033223 -0.0042206817551032842 0.00096594219294451476 0.017854392803333854 0.00095481822076369841 -0.0074493282018095819 0.061320929520955421 -0.0078490318233286546 -0.011125226640312571 0.0040079075546044481 0.063616812095190239 0.023645249939750999 -0.012737816199303004 0.00053716039393536281 leaf_weight=8779.7374610907573 186.43727299448801 276.18045550066745 0.11278919002506782 0.11337517175707035 31.201323545363266 0.54633444454520841 11.739223691809455 55.937642504752148 178.54962871357566 140.07896576379426 413.86671934556216 11.352848106063901 54.228689519804902 499.41961055493448 23.887171547045 41.554141357104527 1.6107813259004604 14.539195531862786 1608.2227776351792 17.899102514842529 18.664724331232723 1.9804231063462783 0.27905359939904784 33.030317260418087 0.6927986879600202 2.2530310928123072 1.1816927262116221 8.8707498566072864 0.76671043154783625 1942.1618812183151 leaf_count=467626 8080 31342 6 50 1586 49 333 9228 28235 3541 29987 1087 4464 31664 2034 10708 362 983 160724 235 3265 65 95 8703 68 54 20 348 284 105954 internal_value=0 -0.000209804 -0.00210781 0.0789176 -0.00216514 0.00196929 0.0124442 0.000361166 0.000402492 7.59947e-05 0.000497142 0.00277184 -0.00160797 -0.00164156 0.000945135 -0.00105683 0.00480451 0.00125878 0.00113558 0.00590409 0.00935382 0.0153336 -0.00251768 -0.00260187 0.00413822 0.0185336 0.0359927 0.017067 0.0207508 0.000253823 internal_weight=0 9099.63 319.894 0.226164 319.667 43.4869 12.2856 5257.47 5201.53 3247.55 2608.05 252.019 65.5815 639.499 1953.98 264.661 52.8024 1689.32 1665.43 57.211 42.6718 19.8795 211.859 211.58 22.7922 4.12752 1.87449 11.2482 9.63746 2356.03 internal_count=911180 500992 33366 56 33310 1968 382 410188 400960 184777 149572 13631 5551 35205 216183 48735 11702 167448 165414 4690 3707 300 37033 36938 3407 142 88 994 632 135941 is_linear=0 shrinkage=0.01 Tree=760 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 3 3 5 10 3 4 2 4 5 5 2 4 5 2 3 3 5 2 2 2 5 4 10 1 split_gain=398.757 271.68 35.2732 19.1652 19.1373 13.9113 10.0493 12.5212 9.97335 9.88513 9.13426 8.91493 8.06471 10.6873 28.4973 7.82395 7.58759 11.3071 9.28199 27.2571 7.52109 8.93419 7.49016 7.45425 9.76765 17.0924 19.8747 25.4607 26.4293 9.45159 threshold=0.99998754262924205 4.0456557144352709e-06 0.00014260681928130004 0.8784809708595277 5.5826109246481803e-07 0.99999946355819713 18.500000000000004 11.500000000000002 164.50000000000003 0.99766892194747936 42.000000000000007 2.5000000000000004 0.78297101449275375 6.5000000000000009 14.500000000000002 12.500000000000002 0.66349106014087067 1.5000000000000002 166.50000000000003 0.74478940512375169 20.500000000000004 27.500000000000004 478.50000000000006 0.5884438881935754 0.67574992574992587 0.66349106014087067 30.500000000000004 1.5000000000000002 0.00042608799412840006 0.34387500000000004 decision_type=2 2 2 2 2 2 8 10 2 2 8 8 2 10 2 2 2 10 2 2 8 10 2 2 2 2 2 10 2 2 left_child=1 4 8 10 -1 -2 7 9 -3 -5 15 -8 -6 -14 -15 -4 -10 18 19 -18 -13 -22 -23 -17 25 29 27 28 -27 -25 right_child=5 2 3 6 12 -7 11 -9 16 -11 -12 20 13 14 -16 23 17 -19 -20 -21 21 22 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-0.0083829927389835485 0.0056218870626513562 -0.0023541492556731179 -0.00026927822192097088 -0.0006954707685562538 -0.0057085399354194809 0.0095379585568653846 0.00088509059327895325 0.0054120557344736822 -0.0014333661380974076 0.0044823202712709204 0.015319451487395767 0.0073424947864175255 -0.0018322631377785104 -0.010030857360714369 0.20159565395422432 -0.00026461811085038361 0.19184173546097089 0.012918261019857807 2.9508029885905162e-06 -0.010147078613445199 -0.0074519742378586972 -0.000560124846556007 -0.014465192965072609 -0.0065349029158605042 0.00030540791346051887 0.049370437707384793 0.0020940417325622583 -0.0062327007236154417 0.011932377488814618 0.0012818761472036624 leaf_weight=336.68875287845731 117.57976953906473 757.26886124775046 7080.9751196403522 112.88404680881649 230.91535754152574 396.9885899075307 2122.0445889125112 104.04337441222742 40.556062585965265 54.757287105545402 3.8449535565450779 10.498876376543192 57.320979974116199 0.19478069909382512 0.094501711020711809 1080.9057050487027 0.099063035915608277 11.725294589879921 21.790385065367445 0.20517842215485871 21.642756458837539 259.17201416380703 3.9326525330543509 16.266955078579485 1081.438065540744 1.9913008525036264 72.459251512074843 7.527337279636412 35.536808477714658 315.1548949808348 leaf_count=326328 17679 129838 84595 892 115212 97869 32503 1543 12386 1472 37 170 27434 73 36 23087 26 3394 4549 35 326 2746 22 416 19584 68 1474 142 322 6922 internal_value=0 -0.000322047 -1.73393e-05 0.00011653 -0.00676341 0.00864313 0.000863516 0.00268701 -0.00201095 0.00099577 -9.06286e-05 0.000658569 -0.00487346 -0.00152629 0.0591025 -9.67418e-05 0.00148335 0.004981 0.000768819 0.0556218 -0.000969525 -0.001276 -0.000767965 0.000371123 0.000820148 0.0020601 0.00533692 0.0105522 0.0139189 0.00089821 internal_weight=0 13841.9 13216.7 12385.1 625.214 514.568 2688.98 271.685 831.645 167.641 9696.1 2417.29 288.526 57.6103 0.289282 9692.26 74.376 33.8199 22.0946 0.304241 295.246 284.747 263.105 2611.28 1530.37 448.937 117.515 45.0554 37.5281 331.422 internal_count=911180 795632 326549 176321 469083 115548 39674 3907 150228 2364 136647 35767 142755 27543 109 136610 20390 8004 4610 61 3264 3094 2768 52015 28928 9344 2006 532 390 7338 is_linear=0 shrinkage=0.01 Tree=761 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 5 2 2 1 5 1 10 5 2 5 10 2 2 10 5 5 10 10 5 2 5 5 2 10 split_gain=394.086 268.179 34.7189 19.1372 17.703 13.9633 9.09743 13.9098 12.4771 12.109 8.95521 12.6632 8.35263 8.32288 8.2434 20.6643 8.13743 7.99928 7.69524 7.41675 7.4812 11.8761 10.4053 8.27303 7.16045 22.6084 6.97571 6.91767 15.231 20.4898 threshold=0.99998754262924205 4.0456557144352709e-06 0.0006371206545736001 5.5826109246481803e-07 0.99894970655441295 0.99999946355819713 32.500000000000007 0.36032786885245904 0.35743321718931476 0.15434243176178658 142.50000000000003 0.34161778326644027 2.522791965020588e-05 164.50000000000003 0.84654631083202525 53.500000000000007 0.094556797295808764 0.78297101449275375 0.50155279503105599 1.1116698715341046e-05 401.50000000000006 144.50000000000003 0.00055606939713465011 5.4114738304633654e-05 33.500000000000007 0.98089094449853953 83.500000000000014 128.50000000000003 0.31281565656565663 4.5118455091142102e-05 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 6 -1 16 -2 12 8 19 14 26 -12 -3 -11 15 -9 -4 -5 -13 -8 21 27 23 -22 25 -16 -6 -21 -29 -30 right_child=5 2 4 17 10 -7 7 9 -10 13 11 18 -14 -15 24 -17 -18 -19 -20 20 22 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-0.008369148833121216 0.0055964089790728659 -0.0035108517944121304 -0.00025480369754326529 -0.0056837196045768828 0.0020025022992760438 0.0095323262789182607 -0.0061896139940985787 0.10950744622153989 0.058924096115563832 -0.0029018091471061493 -0.0092372758541206922 -0.0049285423363827074 -0.0014429452400891991 0.00075638730603745197 0.0025232833116924868 0.0085717828964238692 0.00029715916397379918 -0.0015136373164523224 0.0054561882983926906 0.0074597951949102849 0.043510171068190079 -0.0058832513998607373 0.096648748560061309 -0.00031760947002895174 0.0020979855752527149 0.11277931948818859 0.0071355707292353032 0.0088098758420926491 0.16412894002414727 0.025357738571235692 leaf_weight=333.88728308217833 116.93714061612263 253.94031336740591 4424.740458028391 229.61106376166572 485.65649064001627 393.26955821015872 5.173989523027557 0.25043243274558236 0.43305246194358815 187.97897763550282 16.797610712237656 11.392742319963874 846.24240807734895 92.942723311833106 0.78322103014215716 1.0670712720602749 6738.7572631109506 57.524958492460428 19.096088912338018 22.547431705985225 0.74475223640911181 7.086471202550455 0.18678992986679066 1.0213235672563312 66.651348177809268 0.24389320518821478 28.001368504948914 1.0560735219623882 0.17187449079938222 0.27930292091332376 leaf_count=326328 17679 54425 71961 115212 18542 97869 2084 30 67 33249 209 195 65235 20236 74 158 45826 27543 367 3125 151 1288 10 139 8335 17 607 160 30 29 internal_value=0 -0.00031902 -1.71749e-05 -0.00674124 0.000165488 0.00863023 -0.00145566 -0.000140402 0.0055484 -0.000769585 0.00189896 -0.00226538 -0.00192025 -0.0016915 0.00298404 0.0277577 7.83843e-05 -0.00484828 0.00157573 0.00494438 0.00668509 0.00549446 0.0256715 0.0181645 0.00250177 0.0287041 0.00228232 0.00884631 0.0295876 0.0782222 internal_weight=0 13834.3 13213.2 621.023 11724.4 510.207 1488.8 388.619 38.7011 349.918 560.944 47.2864 1100.18 280.922 68.996 1.3175 11163.5 287.136 30.4888 38.268 33.094 31.1412 1.95287 1.76608 67.6785 1.02711 513.658 24.0547 1.50725 0.451177 internal_count=911180 795632 326549 469083 137707 115548 188842 69182 7083 62099 19920 771 119660 53485 8614 188 117787 142755 562 7016 4932 4632 300 290 8426 91 19149 3344 219 59 is_linear=0 shrinkage=0.01 Tree=762 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 5 3 4 5 10 2 4 5 3 1 5 4 2 2 5 3 3 10 4 4 5 2 2 2 split_gain=389.466 264.715 34.1085 19.1362 18.132 14.0149 10.4599 10.3101 9.07148 11.2048 8.50735 7.93483 9.85841 21.7131 7.81026 7.64571 6.9036 15.314 8.35773 6.67672 11.8537 6.65794 6.07224 7.72958 7.9402 6.0661 9.49462 24.5898 5.9 11.3501 threshold=0.99998754262924205 4.0456557144352709e-06 0.00025326936156485003 5.5826109246481803e-07 0.99473056197166454 0.99999946355819713 13.500000000000002 18.500000000000004 3.5000000000000004 50.500000000000007 0.049213243648409809 0.78297101449275375 6.5000000000000009 14.500000000000002 42.000000000000007 0.019324122479462254 5.5000000000000009 4.5000000000000009 0.65235814296241723 0.6072751322751323 292.50000000000006 15.500000000000002 29.500000000000004 1.8603117496240887e-05 14.500000000000002 2.5000000000000004 1351.5000000000002 0.65235814296241723 0.99938118811881205 0.94754041967664271 decision_type=2 2 2 2 2 2 2 8 8 2 2 2 10 2 8 2 2 10 2 2 2 10 10 2 10 10 2 2 2 2 left_child=1 3 6 -1 10 -2 22 21 19 -10 14 25 -13 -14 -4 -8 -12 28 -19 -9 -21 -6 23 24 -3 -5 -27 -28 29 -18 right_child=5 2 4 11 7 -7 15 8 9 -11 16 12 13 -15 -16 -17 17 18 -20 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-0.008355213832252217 0.0055709114743956109 -0.0067372716711381663 -0.00035682416742338602 -0.0062596657421937095 0.0029624996191704063 0.0095266553288313044 0.0045463019676788971 0.0020235812728510074 -0.00089929612173469758 -0.013105566262775996 3.607208501634599e-06 -0.0018048505419805056 -0.010030503488591466 0.16351988013278176 0.021247314245832285 -0.00083689819513147043 0.00073144304573294599 -0.007541808666703214 0.00090463275192532533 0.00054356081967916591 -0.0095092788281852438 0.0087338419394779373 -0.0017810106374430779 -0.0026407817679904339 0.076008694428133308 -0.0015750856244225739 -0.010013275907923376 0.3474307871647293 -0.0013579855033526165 0.0039554827908972129 leaf_weight=331.11361659225076 116.30082535743713 68.903150137746707 4046.9823387665674 201.01055350748356 94.648313102778047 389.58707592391875 28.450017136405222 520.9336021002382 63.364881369052455 8.5331245493143779 4713.3107530688867 57.130713716876926 0.1925585747230788 0.11522756388876587 1.6740599162876595 363.27549796970561 2119.3891933849081 34.665057975798845 17.694894801825285 257.88573910854757 12.288328685797749 25.340432555880398 421.10981571301818 173.29058551427443 0.11616335366852482 27.219485904526667 0.061692152259637534 0.027972336509265006 122.32045177929103 115.12496852874756 leaf_count=326328 17679 16088 87844 94377 2231 97869 2298 16371 1445 44 30013 27434 73 36 12 76998 14106 250 106 5710 109 562 51529 19526 25 20768 59 8 645 637 internal_value=0 -0.000316033 -1.70155e-05 -0.00671899 0.000132706 0.00861725 -0.00174165 0.00143477 0.0010529 -0.00234798 1.81322e-05 -0.00482307 -0.00150077 0.0549425 -0.000347891 -0.00044593 0.000226191 0.000661652 -0.00468736 0.00136198 8.63275e-05 0.00418135 -0.00250673 -0.00376795 -0.00659801 -0.00565887 -0.00123667 0.101497 0.000780487 0.00089755 internal_weight=0 13826.2 13209.3 616.872 12154.2 505.888 1055.15 982.994 863.006 71.898 11171.2 285.758 57.4385 0.307786 4048.66 391.726 7122.51 2409.19 52.36 791.108 270.174 119.989 663.42 242.31 69.0193 228.32 27.3092 0.0896645 2356.83 2234.51 internal_count=911180 795632 326549 469083 160085 115548 166464 26472 23679 1489 133613 142755 27543 109 87856 79296 45757 15744 356 22190 5819 2793 87168 35639 16113 115212 20835 67 15388 14743 is_linear=0 shrinkage=0.01 Tree=763 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 3 10 3 5 5 2 3 1 2 5 2 5 3 1 2 1 5 10 1 5 2 5 10 2 5 split_gain=384.897 261.293 33.5425 19.1335 18.2906 16.2045 14.066 11.6055 9.61663 9.42155 7.8698 7.74235 7.60361 7.36549 9.03611 18.4612 7.18212 8.82721 8.32325 10.2523 13.0749 9.23878 7.52444 7.70413 9.3968 8.8932 6.67778 6.57228 6.65771 10.5255 threshold=0.99998754262924205 4.0456557144352709e-06 0.00014260681928130004 5.5826109246481803e-07 0.78322452306747448 18.500000000000004 0.99999946355819713 10.500000000000002 164.50000000000003 786.50000000000011 0.78297101449275375 42.000000000000007 0.54182569974554717 0.66349106014087067 166.50000000000003 0.72792207792207797 12.500000000000002 19.500000000000004 0.26344707923655292 0.29429808733309276 0.68438714235252573 1.0000000180025095e-35 0.0023884368129074005 0.62532051282051293 5.5000000000000009 0.39415279556124627 142.50000000000003 0.99977076053619396 0.37529342723004699 26.500000000000004 decision_type=2 2 2 2 2 8 2 10 2 2 2 10 2 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 8 -1 11 7 -2 27 -3 -7 -5 16 -9 -10 15 -15 17 18 -4 -20 22 -22 -21 24 25 -24 -14 28 29 -6 right_child=6 2 4 10 5 9 -8 12 13 -11 -12 -13 26 14 -16 -17 -18 -19 19 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0083411874701065005 0.0055453957224981688 -0.0023057694249166124 -0.0030805793370563888 -0.0056340240025580255 -0.00017443961131785688 0.00056574385521445986 0.00952094524645908 0.0070089037488803574 -0.0014213901465871576 -0.0074810316906203838 -0.0014882361319937026 0.017506299450884513 0.0028915932228117287 0.1535603305430705 0.0042357064616958956 0.013838864342616972 0.00034025952741362269 -0.00018619192851528736 -0.0029487748274352877 -0.0043034436835408061 0.021468293807604118 -0.0062813113437471674 0.014079662691106309 -0.0042019212284423579 0.0090491266078978599 0.00057293314413479359 -0.014639761903357534 0.0068195020184984049 0.0023732904500952325 -0.011408096610525869 leaf_weight=328.36747873428976 115.67076285346411 752.64821722562192 209.91244001919404 227.04357246478321 59.343246578238904 2944.8189497382846 385.94078956369776 83.038202456897125 40.499358827946708 14.62277439702302 57.354449299833504 2.4921821653842917 49.214439755771309 0.12224437715485592 33.483557536092121 0.41765598498750478 2456.2198708441574 6125.6550175785087 110.72950143925846 29.240912426728755 4.9552579624578348 1.5830769403837619 5.0801618322730056 22.771540513262153 16.958223673515022 120.59706593770534 2.2730580605566493 18.906570174265653 90.130105000454932 9.7046368066221458 leaf_count=326328 17679 129838 2726 115212 638 38661 97869 1113 12386 93 27543 24 689 34 7883 87 51266 74963 1134 1593 39 36 47 211 217 1173 17 750 827 104 internal_value=0 -0.000313068 -1.68513e-05 -0.00669669 0.000113432 0.000754705 0.00860419 0.00291997 -0.00196649 0.000525984 -0.00479794 -0.000116991 0.00513685 0.00146013 0.00489011 0.0454746 -0.000121815 -0.00029255 -0.00154107 -0.000505014 0.00083999 0.0147495 0.000372762 0.00119943 0.00206175 0.00111891 0.00211762 0.00124534 0.000583257 -0.00175332 internal_weight=0 13818.2 13205.4 612.766 12378.2 3272.05 501.612 312.61 827.171 2959.44 284.398 9106.2 134.526 74.5228 34.0235 0.5399 9103.7 6647.48 521.828 311.916 201.186 6.53833 194.648 165.407 142.635 125.677 51.4875 178.085 159.178 69.0479 internal_count=911180 795632 326549 469083 176321 42892 115548 4138 150228 38754 142755 133429 1819 20390 8004 121 133405 82139 7176 4450 3316 75 3241 1648 1437 1220 706 2319 1569 742 is_linear=0 shrinkage=0.01 Tree=764 num_leaves=31 num_cat=0 split_feature=6 4 5 5 2 2 0 2 5 2 2 5 4 2 2 2 4 2 2 2 5 4 2 5 5 4 5 5 5 2 split_gain=9.59973 6.34649 5.83983 13.0918 7.70582 30.022 9.3931 19.2207 8.11743 7.94319 7.08714 14.8882 11.4253 10.4297 12.0448 23.5771 6.72156 6.66581 6.02639 5.90647 5.71756 6.34332 5.70408 5.48822 5.41451 8.26984 5.09847 4.84321 4.80335 4.7402 threshold=1.0000000180025095e-35 2.5000000000000004 488.50000000000006 170.50000000000003 0.79225774225774237 0.75103305785123975 1.0000000180025095e-35 0.8577380952380953 401.50000000000006 0.77836257309941537 0.66781609195402314 478.50000000000006 3.5000000000000004 0.47083130772970344 0.35319472616632858 0.35743321718931476 6.5000000000000009 0.41202270381836947 0.66349106014087067 0.7576941287878789 154.50000000000003 4.5000000000000009 0.20112359550561798 244.50000000000003 174.50000000000003 4.5000000000000009 172.50000000000003 283.50000000000006 227.50000000000003 0.88251725271114034 decision_type=10 8 2 2 2 2 2 2 2 2 2 2 10 2 2 2 10 2 2 2 2 10 2 2 2 10 2 2 2 2 left_child=1 -1 3 20 5 10 24 -8 19 -10 12 -12 13 14 22 -16 -4 -17 26 -7 -3 -22 23 -5 25 29 -15 -14 -20 -6 right_child=-2 2 16 4 6 8 7 -9 9 -11 11 -13 27 18 15 17 -18 -19 28 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=6.3905588318049678e-05 0.015150391645961188 -0.00075918728206793751 -0.0080649132866627889 -0.010426909926585631 0.043464383459838239 0.0336834641940989 -0.010032807143470941 0.28961939515079915 0.089362205383259938 0.014727774953176767 -0.0081198977094536044 0.14379401812633016 0.0018057325773994139 0.063034676528104516 0.17469268948222372 -0.010127835653209774 0.029290949953993901 0.02984564757662846 0.10972793472762192 0.013434679935760871 -0.010551620206036129 0.016697211894385913 -0.012509170020016428 0.054246004316388999 -0.0044455117975102446 -0.013565420337730109 0.0016122390463711336 -0.0086123560845904629 0.02375649206138573 0.14232571841200584 leaf_weight=12916.660494246753 4.1806575583759686 1283.5756349112489 14.602426740864754 0.23236891365377488 0.18589847334078236 1.6151662445336086 0.059741536213551494 0.033358718850649893 0.30105047876713875 0.27093180199153721 8.8918527964851783 0.064984643453500079 9.968947841087358 0.13654657488222888 0.10813143715495233 0.47459130329662036 0.4981034673983239 3.4476760182005819 0.083466480136849763 13.32530379394302 9.6481529176235163 0.9373171786428437 1.3531038926157632 0.30142993145273067 15.308710214885648 0.23154579431866296 13.125656775024252 8.0782670936896448 0.2935549188114237 0.065620244306046516 leaf_count=751407 246 134621 3469 36 49 86 50 6 43 12 3298 21 2768 54 22 314 50 522 44 957 2636 188 401 37 3564 5 3361 2811 75 27 internal_value=0 -5.12432e-06 -0.000647875 -0.000579809 0.00340004 0.00499049 -0.00281492 0.0973355 0.0170391 0.05401 0.000976292 -0.00701771 0.00288038 0.00817553 0.0192628 0.0290247 -0.0068327 0.0250089 0.00336539 0.0156237 -0.000819548 -0.0081388 -0.0015887 0.0260931 -0.00340536 0.0295579 0.00224464 -0.0028576 0.0427892 0.0692569 internal_weight=0 14303.9 1387.22 1372.12 77.9579 62.073 15.8849 0.0931003 15.5125 0.571982 46.5606 8.95684 37.6037 19.5565 5.9173 4.0304 15.1005 3.92227 13.6392 14.9405 1294.16 10.5855 1.8869 0.533799 15.7918 0.483065 13.2622 18.0472 0.377021 0.251519 internal_count=911180 910934 159527 156008 18563 14862 3701 56 1098 55 13764 3319 10445 4866 1332 858 3519 836 3534 1043 137445 2824 474 73 3645 81 3415 5579 119 76 is_linear=0 shrinkage=0.01 Tree=765 num_leaves=31 num_cat=0 split_feature=9 3 5 9 9 3 9 9 9 5 5 9 3 9 9 9 5 9 9 5 9 9 9 9 9 9 5 9 9 0 split_gain=10.7402 16.0971 14.5473 18.5772 11.7619 9.91962 8.36606 8.90698 30.8019 8.01505 9.30178 23.0287 16.3472 12.3513 11.9472 17.4414 13.3023 19.6631 13.063 11.6129 13.0406 21.0826 8.76033 8.72146 15.0922 8.00736 10.2407 13.2612 10.373 8.71886 threshold=5.2550000000000008 29.500000000000004 225.50000000000003 4.9650000000000007 2.0250000000000004 26.500000000000004 5.1150000000000011 2.5450000000000004 2.5750000000000006 497.50000000000006 9.5000000000000018 6.1150000000000011 28.500000000000004 6.2350000000000012 5.4450000000000012 5.455000000000001 10.500000000000002 5.7750000000000012 5.8150000000000004 336.50000000000006 5.3750000000000009 5.3350000000000009 5.4050000000000011 5.3150000000000004 5.4650000000000007 5.7250000000000005 1.0000000180025095e-35 6.0750000000000011 6.0750000000000011 1.0000000180025095e-35 decision_type=8 8 2 10 10 10 10 10 10 2 2 10 8 10 8 8 2 8 10 2 8 10 10 8 8 8 2 10 10 2 left_child=1 2 4 5 -1 -4 7 -3 -9 10 11 12 -2 -13 19 -16 17 -17 -19 -12 21 -21 -11 -14 -25 -26 28 29 -27 -28 right_child=9 6 3 -5 -6 -7 -8 8 -10 22 14 13 23 -15 15 16 -18 18 -20 20 -22 -23 -24 24 25 26 27 -29 -30 -31 leaf_value=0.0013412164403674531 0.0019383738424540032 -0.00080947806766751024 0.0075038253256231148 -0.0048766617668978846 -0.001108267347735364 0.0017741778894782862 -0.0011000001091155804 0.0066574575010668038 0.0002760015314674478 0.0054780098685177445 -0.0015666446837623604 -0.0042586821808439203 0.0020774083064907939 -0.00089400641033091002 0.0097430479813685883 -0.0041817389357529803 0.00096541428359945116 0.01525391301870694 0.0041394429134493423 -0.006416029901425189 -0.013760310776467886 0.020045616477653884 -0.0051868882443661148 -0.0021581023102868534 0.0016318292090664805 0.00039660805917542791 -0.0024665189234631939 -0.013579871105212391 0.0098354896186821344 0.0005628061924818266 leaf_weight=210.67633225780446 599.06262799160322 725.67039416497573 45.453522076801164 31.080515531793935 2820.1195234819897 90.135748347966 527.11436313195736 76.918251912342384 4543.1247337153764 9.2356072714028397 247.56748328413232 139.78024966252269 192.6887531640823 497.06416885717772 23.87206235609483 14.48092330934014 1603.1580092934601 19.776091602514498 22.727396575734019 4.5427335001004367 2.4965446792484736 8.928649686946299 46.384969466103939 312.76913775340654 330.26958545309026 754.64174693863606 220.64973895368166 8.7951347407069971 11.825432935031129 166.85660422663204 leaf_count=9230 39756 27290 3492 6573 180302 6836 47736 1416 218117 2076 45524 3541 9868 31664 2034 983 160724 300 3407 1799 741 671 7152 19126 14615 45037 9584 266 209 11111 internal_value=0 -0.000208892 -0.000779824 0.0020965 -0.000937999 0.00369492 0.000101952 0.000220471 0.000382245 0.000359852 0.000400381 7.1617e-05 0.00048942 -0.00163252 0.000946376 0.00125622 0.00113418 0.00588207 0.0093108 -0.00103352 0.00723204 0.0111224 -0.00341602 5.50861e-05 -0.000160706 0.000257719 -0.00013258 -0.00143771 0.000542236 -0.00116212 internal_weight=0 9070.29 3197.47 166.67 3030.8 135.589 5872.83 5345.71 4620.04 5237.57 5181.95 3234.4 2597.56 636.844 1947.55 1684.01 1660.14 56.9844 42.5035 263.535 15.9679 13.4714 55.6206 1998.5 1805.81 1493.04 1162.77 396.301 766.467 387.506 internal_count=911180 500992 206433 16901 189532 10328 294559 246823 219533 410188 400960 184777 149572 35205 216183 167448 165414 4690 3707 48735 3211 2470 9228 109816 99948 80822 66207 20961 45246 20695 is_linear=0 shrinkage=0.01 Tree=766 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 9 10 10 3 4 9 10 9 9 4 4 3 10 9 9 9 3 9 3 9 9 10 4 4 9 split_gain=380.362 257.836 33.0197 20.7688 19.1307 17.2742 20.8943 14.1178 11.6188 21.4107 15.7473 12.9303 10.9818 10.8534 10.3029 13.9492 10.1972 9.59665 13.746 12.5911 20.1901 14.0736 11.7672 11.2223 9.22129 9.03148 8.9459 8.61523 8.54961 28.2183 threshold=0.99998754262924205 4.0456557144352709e-06 0.0011766494717448501 3.9050000000000007 5.5826109246481803e-07 4.8650000000000011 0.99989646673202526 0.99999946355819713 18.500000000000004 15.500000000000002 5.5250000000000012 2.9517374969145752e-05 4.8950000000000005 4.4150000000000009 11.500000000000002 7.5000000000000009 23.500000000000004 0.51461192965507518 1.3750000000000002 2.5450000000000004 2.5750000000000006 29.500000000000004 2.4350000000000005 28.500000000000004 1.7450000000000003 6.285000000000001 0.97252115607261669 3.5000000000000004 1.5000000000000002 5.5550000000000006 decision_type=2 2 2 8 2 10 2 2 10 10 10 2 10 10 8 10 10 2 10 10 10 8 10 10 10 10 2 10 10 10 left_child=1 4 3 -3 -1 6 17 -2 9 -5 11 -10 16 -8 15 -14 -7 19 26 22 -21 -22 23 -4 -20 -6 -19 -26 -12 -30 right_child=7 2 5 8 25 12 13 -9 10 -11 28 -13 14 -15 -16 -17 -18 18 24 20 21 -23 -24 -25 27 -27 -28 -29 29 -31 leaf_value=-0.0083268124332880767 0.0055196247073219431 -0.0028906741784448763 0.00088176267011251487 -0.0033890736737192911 -0.0054725587531584139 -0.0043727110532299383 0.0054480825295880522 0.0095151957120039807 -0.0032464209768766216 0.11009335548461698 0.003572778814492146 -0.00023871815735466726 0.00050701622387196795 -0.0074513550883164928 0.0087063990959544962 -0.010558438982788123 0.0033969540995041252 0.00093475591359548746 -0.0047845100340849454 0.0056425599450718915 -0.001307155249793074 0.00025314679675933027 -0.0051868538275900581 -0.0015679906244628636 0.00018618279179900875 -0.00021561088429184757 0.0044391124166087842 -0.0040708860287860318 0.022641791644722901 -0.0012616294469173482 leaf_weight=325.59883950807853 115.04114407510497 550.3684668984497 230.00387116149068 142.09000874962658 245.31487176407245 18.392679705284536 87.507485252572224 382.32053052214906 180.31142751994776 0.16644902236293901 143.90749503986444 689.54031813587062 5005.5125134852715 7.0480052065104237 15.277568747289477 11.418306593317537 207.01272238232195 196.94590791873634 40.093719887547195 58.954354465007782 874.75432247435674 1704.4788267896511 75.119253827258945 1000.1082634720951 1687.9641523584723 37.703542357601691 115.60698344372213 48.916148019954562 5.1834827373386352 104.57165615627309 leaf_count=326328 17679 38344 1366 17043 125506 203 7429 97869 58555 40 12317 63549 52735 109 153 153 1962 2853 688 326 10945 18821 540 5741 12540 17249 7918 298 775 11146 internal_value=0 -0.000310121 -1.6733e-05 -0.00126893 -0.00667387 0.000183016 -0.000177798 0.00859101 -0.000563782 -0.00325629 -0.000222863 -0.000862184 0.000603528 0.00448658 0.000506801 0.000481832 0.00276296 -0.000250904 0.000297004 -0.000541228 -0.000143774 -0.000276034 -0.00134458 -0.00110994 -4.31582e-05 -0.00477223 0.00223095 6.629e-05 0.00196948 -0.000132726 internal_weight=0 13809.9 13201.3 1816.14 608.617 11385.1 6127.5 497.362 1265.77 142.256 1123.51 869.852 5257.61 94.5555 5032.21 5016.93 225.405 6032.95 2089.53 3943.42 2638.19 2579.23 1305.23 1230.11 1776.97 283.018 312.553 1736.88 253.663 109.755 internal_count=911180 795632 326549 201769 469083 124780 69574 115548 163425 17083 146342 122104 55206 7538 53041 52888 2165 62036 24297 37739 30092 29766 7647 7107 13526 142755 10771 12838 24238 11921 is_linear=0 shrinkage=0.01 Tree=767 num_leaves=31 num_cat=0 split_feature=9 3 1 5 9 9 1 1 1 5 1 1 9 9 3 3 9 5 3 5 9 1 9 1 9 5 9 9 9 1 split_gain=10.4199 15.6595 19.1645 14.2695 18.2269 11.4784 10.7427 10.3186 11.4273 13.4158 10.0423 10.3034 10.0004 9.92879 9.71111 9.50393 13.4349 19.4089 15.1044 10.267 10.071 16.8315 9.06407 9.00203 8.92156 8.75614 15.0391 8.62435 8.03078 13.7873 threshold=5.2550000000000008 29.500000000000004 0.82683658170914553 225.50000000000003 4.9650000000000007 2.0250000000000004 0.7696153846153847 0.66751700680272119 0.74095860566448812 8.5000000000000018 0.76024883359253514 0.75110619469026563 5.2350000000000012 4.8750000000000009 26.500000000000004 28.500000000000004 5.455000000000001 25.500000000000004 18.500000000000004 786.50000000000011 5.3750000000000009 0.10022831050228312 5.1150000000000011 0.77842377260981921 9.7700000000000014 5.5000000000000009 5.3150000000000004 3.0550000000000002 5.7750000000000012 0.35498944829665363 decision_type=8 8 2 2 10 10 2 2 2 2 2 2 8 10 10 8 10 2 10 2 10 2 10 2 10 2 8 10 10 2 left_child=1 3 7 5 14 -1 15 22 13 10 11 -10 -4 -9 -5 16 25 -18 -19 24 21 -21 27 -8 -17 -2 -27 -3 -20 -30 right_child=6 2 12 4 -6 -7 23 8 9 -11 -12 -13 -14 -15 -16 19 17 18 28 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=0.0013270674279011771 0.0038305514345849446 -0.00048774124941599126 0.0018902836290957976 0.0074311845563730522 -0.0048429519676417565 -0.0010946188434490421 -0.0099827344145765034 -0.0059593782933152961 -0.00047394145144585744 0.0046601001648027222 -0.0053096096885625497 0.023456388353004388 0.013354793222371089 -0.00030995870666897837 0.0017608517580009276 0.00020162584457223841 -0.00047496650510718812 0.00049599045036615081 9.2195895450003461e-05 0.073585076468810087 -0.011714297670834612 -9.3432069033726824e-05 -0.0012997036585555206 -0.00068171182668940041 0.0057408482505908846 -0.006021064144036469 0.0023931416688915351 0.00046846084175092631 0.0031954587240904694 0.0093771594768360909 leaf_weight=210.3459172800649 261.62943660846213 1328.6427560413722 440.30716495180968 45.445252394449199 30.948925926582888 2815.8418571781367 10.572912630741483 88.142546250513988 160.23844062711578 43.77245525829494 50.570744101249147 1.8196385144256044 7.7424077413743353 48.077911004162161 90.052154763863655 3050.520267665619 649.87658364349045 226.91773763071978 37.668999349087244 0.35492112103383933 12.657977130496873 2.4528539420862217 447.69388263640576 658.6775179799879 29.356393579364521 26.794108670816058 102.51415725497645 3251.8618283206015 110.60635771311354 53.546491105487803 leaf_count=9230 21920 42145 14570 3492 6573 180302 883 5339 6381 3864 2742 123 249 4857 6836 213227 57154 37981 7289 24 1383 393 41993 26145 7984 4181 12493 172296 13752 5379 internal_value=0 -0.000205874 0.000100736 -0.000769501 0.00208113 -0.000926291 0.000354541 -6.3551e-05 -0.00162489 -0.000381388 -0.00141925 -0.000205244 0.00208839 -0.00396546 0.00366266 0.000528006 0.00119022 0.000614588 0.00226612 0.000213612 -0.00791372 0.00922001 5.83642e-05 -0.000828651 0.000254424 0.00277841 0.000649625 0.0001911 0.00425635 0.00521192 internal_weight=0 9061.5 5868.87 3192.63 166.446 3026.19 5234.15 5420.82 392.622 256.401 212.629 162.058 448.05 136.22 135.497 4564.9 1469.55 1078.62 428.74 3095.34 15.4658 2.80778 5028.2 669.25 3079.88 390.938 129.308 4580.5 201.822 164.153 internal_count=911180 500992 294559 206433 16901 189532 410188 279740 23306 13110 9246 6504 14819 10196 10328 383160 160149 121555 64401 223011 1800 417 256434 27028 221211 38594 16674 214441 26420 19131 is_linear=0 shrinkage=0.01 Tree=768 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 5 4 5 10 2 4 5 2 0 2 4 2 5 2 5 5 5 4 2 5 10 10 10 5 split_gain=375.86 254.519 32.4487 19.1316 17.857 14.1708 9.41611 9.24953 13.0574 9.24449 7.80403 9.21983 17.3852 7.16527 11.0109 46.0855 12.6615 7.05635 13.3615 7.53699 6.70514 8.52046 6.59177 14.9705 8.16296 6.38872 8.97634 14.7786 13.5684 6.85897 threshold=0.99998754262924205 4.0456557144352709e-06 0.00014260681928130004 5.5826109246481803e-07 0.99473056197166454 0.99999946355819713 164.50000000000003 3.5000000000000004 50.500000000000007 0.049213243648409809 0.78297101449275375 6.5000000000000009 14.500000000000002 0.66349106014087067 1.0000000180025095e-35 0.67574992574992587 1.5000000000000002 0.60061349693251542 156.50000000000003 0.59943502824858774 1813.0000000000002 488.50000000000006 5.5000000000000009 4.5000000000000009 0.65235814296241723 340.50000000000006 4.9231666707783013e-05 6.4727209974080338e-05 4.5455417421180763e-06 401.50000000000006 decision_type=2 2 2 2 2 2 2 8 2 2 2 10 2 2 2 2 10 2 2 2 2 2 2 10 2 2 2 2 2 2 left_child=1 3 6 -1 9 -2 -3 17 -9 -4 -5 -12 -13 -8 16 -16 -15 19 -19 -6 21 25 -11 -24 -25 -18 28 -28 -27 -29 right_child=5 2 4 10 7 -7 13 8 -10 22 11 12 -14 14 15 -17 20 18 -20 -21 -22 -23 23 24 -26 26 27 29 -30 -31 leaf_value=-0.0083128375790738132 0.0054934574127338256 -0.002274740185701491 -0.00036771666295136023 -0.0055858504548734556 0.0021145504658402758 0.0095093933088199294 -0.0013998888679976377 -0.00033431353412594392 -0.012657842382834588 3.142426897213472e-06 -0.0017480073641356131 -0.010029943618149189 0.13873790865820559 -0.00076357580854337934 0.20692102845808941 0.011205239280595023 0.0096266550889673539 0.0011998636488425882 -0.0055770267129364205 0.007840257800416384 0.060321739997431116 -0.010069269363009652 0.00076372282033960906 -0.0074643564995249658 0.000885251301099004 0.15941666393199647 0.10230162086294727 0.048334751514142439 0.004556015529512074 -0.010114402582280267 leaf_weight=322.95213009172585 114.40920666872989 749.71002411819063 4272.2208675839938 224.60752964243875 566.73693490261212 378.73008515127003 40.399401113158092 78.097584403119981 9.6614224147051555 4711.8817429188639 56.740090494218748 0.18901942612137546 0.13441219681408256 21.440397414728068 0.13800433930009492 0.93851530167739838 7.1127206110977514 268.99572705337778 32.621707273647189 23.962089005857706 0.28235069673974145 1.6437732173362753 2356.3841132214293 34.657180553302169 17.683100970461965 0.059018270170782094 0.35410069790668763 0.5091010567266494 1.3682277673506176 0.33150604786351323 leaf_count=326328 17679 129838 104092 115212 17765 97869 12386 1883 50 30013 27434 73 36 4510 10 147 2205 6031 390 353 35 473 15388 250 106 35 29 60 446 54 internal_value=0 -0.000307189 -1.65235e-05 -0.00665159 0.000111462 0.00857769 -0.00193764 0.00140672 -0.00169102 3.72779e-08 -0.00474686 -0.00144453 0.0517952 0.00145111 0.00482111 0.036295 0.00379751 0.00171138 0.000466903 0.00234682 0.0121839 0.0109893 0.000220682 0.000646228 -0.00464345 0.0145452 0.0278882 0.0481116 0.0109597 0.0252844 internal_weight=0 13801.8 13197.2 604.623 12372.9 493.139 824.287 980.075 87.759 11392.8 281.671 57.0635 0.323432 74.5771 34.1777 1.07652 33.1012 892.316 301.617 590.699 11.6608 11.3784 7120.61 2408.72 52.3403 9.73467 2.62195 1.19471 1.42725 0.840607 internal_count=911180 795632 326549 469083 176321 115548 150228 26472 1933 149849 142755 27543 109 20390 8004 157 7847 24539 6421 18118 3337 3302 45757 15744 356 2829 624 143 481 114 is_linear=0 shrinkage=0.01 Tree=769 num_leaves=31 num_cat=0 split_feature=9 3 1 5 9 9 1 3 9 5 5 5 5 1 9 1 9 9 9 1 3 9 1 2 5 3 3 1 1 5 split_gain=10.2564 15.3971 18.7755 13.9773 17.8441 11.1997 10.5764 10.5563 13.0129 11.939 11.3286 10.5913 23.3955 15.7972 13.1029 12.2893 10.4586 12.7234 11.9714 11.6955 10.3516 14.2577 15.6088 18.672 23.497 25.2645 10.2815 10.1266 11.2287 13.1473 threshold=5.2550000000000008 29.500000000000004 0.82683658170914553 225.50000000000003 4.9650000000000007 2.0250000000000004 0.98936170212765973 28.500000000000004 5.3450000000000006 786.50000000000011 25.500000000000004 9.5000000000000018 16.500000000000004 0.93235294117647072 5.3150000000000004 0.77442071785552036 5.4650000000000007 5.7750000000000012 5.4350000000000014 0.31835016835016838 16.500000000000004 5.7750000000000012 0.33460559796437661 0.77728174603174616 894.50000000000011 27.500000000000004 20.500000000000004 0.66751700680272119 0.74095860566448812 8.5000000000000018 decision_type=8 8 2 2 10 10 2 8 10 2 2 2 2 2 8 2 8 8 10 2 10 10 2 2 2 10 8 2 2 2 left_child=1 3 27 5 -5 -1 7 8 -2 11 -10 14 -13 -14 -9 16 18 -18 19 -16 -12 22 23 24 -22 -26 -8 -3 -29 -30 right_child=6 2 -4 4 -6 -7 26 9 10 -11 20 12 13 -15 15 -17 17 -19 -20 -21 21 -23 -24 -25 25 -27 -28 28 29 -31 leaf_value=0.0013084734922128541 0.0030675436379533176 5.7820415305919394e-05 0.0020675206168338147 0.0036203601482838388 -0.0048089517692435366 -0.0010853043649818809 -0.0031793817463474493 0.0023444690963148394 -2.4949689637689736e-05 -0.0082757160933916597 0.00025303126588933385 0.0038920893079657111 0.00023735264944216086 0.051529448645631873 0.00042754590312157415 -0.0059592750256272902 0.0017036489982103376 -0.00048504720019447103 -0.0073422202330488155 -0.003994160010569783 0.0094997941464511921 0.0045522643864844264 -0.0056466595894395302 -0.0044829962328000877 -0.010147714064361539 0.14897485233078039 -0.00010259023375973862 -0.0039346886203430612 -0.0014077025618766553 0.0046074498423030099 leaf_weight=210.0484111023834 296.69700894248672 5025.0207560522249 447.85775731975446 135.52923975003068 30.825720540276961 2812.3498908859328 152.40204531059135 184.20181109546684 754.48369571147487 16.628420253196964 202.23722695140168 224.6656628146302 870.3499667753058 0.60086918112938192 153.86831577483099 39.636294294032268 339.86156895232853 1215.6007932203356 37.579769873409532 97.8658878133283 16.178183590469423 201.96459873812273 32.967000919219572 13.334682903951032 0.16584911063546215 0.25047683814773336 377.94648815668188 135.87101976756821 212.33881169033702 43.838170945935417 leaf_count=9230 27152 256434 14819 10328 6573 180302 4270 9601 65535 1863 33863 14905 100195 91 6946 2351 14810 67487 2437 8535 2826 24204 7299 2346 44 13 13415 10196 9246 3864 internal_value=0 -0.000204339 9.97397e-05 -0.000763617 0.0020584 -0.000918943 0.000351909 0.00050299 0.00118902 0.000175536 0.000732765 0.000219949 0.00101492 0.000272739 -0.000201097 -0.000449927 -0.000331555 -6.82687e-06 -0.00207742 -0.00129147 0.00195667 0.0032575 -0.00090008 0.00432828 0.0114087 0.0855862 -0.000986743 -6.29472e-05 -0.00161087 -0.000378362 internal_weight=0 9053.68 5864.93 3188.75 166.355 3022.4 5229.49 4699.14 1518.28 3180.86 1221.58 3164.23 1095.62 870.951 2068.61 1884.41 1844.78 1555.46 289.314 251.734 467.098 264.861 62.8962 29.9292 16.5945 0.416326 530.349 5417.07 392.048 256.177 internal_count=911180 500992 294559 206433 16901 189532 410188 392503 163282 229221 136130 227358 115191 100286 112167 102566 100215 82297 17918 15481 70595 36732 12528 5229 2883 57 17685 279740 23306 13110 is_linear=0 shrinkage=0.01 Tree=770 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 9 10 10 9 4 4 9 3 3 4 4 10 9 10 9 9 9 3 9 3 9 10 9 10 9 split_gain=371.469 251.223 31.9169 26.7631 19.1319 16.8071 20.5818 14.2223 10.8456 12.0834 14.107 10.6683 10.3244 10.0371 20.6974 9.98287 9.90294 10.9978 9.56884 13.386 12.4885 18.3297 12.7035 12.0787 9.74469 9.05318 8.94241 8.91976 8.81087 8.60285 threshold=0.99998754262924205 4.0456557144352709e-06 0.0006371206545736001 5.3250000000000011 5.5826109246481803e-07 4.8650000000000011 0.99989646673202526 0.99999946355819713 4.8950000000000005 11.500000000000002 7.5000000000000009 4.4150000000000009 23.500000000000004 18.500000000000004 9.5000000000000018 13.500000000000002 2.9517374969145752e-05 3.3250000000000006 0.51461192965507518 1.3750000000000002 2.5450000000000004 2.5750000000000006 29.500000000000004 2.4350000000000005 28.500000000000004 1.7450000000000003 0.068259380757808671 6.285000000000001 0.97252115607261669 3.8750000000000004 decision_type=2 2 2 10 2 10 2 2 10 8 10 10 10 10 8 10 2 8 2 10 10 10 8 10 10 10 2 10 2 10 left_child=1 4 3 16 -1 6 18 29 12 10 -10 -8 -7 14 -5 26 -3 -18 20 28 23 -22 -23 24 -4 -21 -11 -6 -20 -2 right_child=7 2 5 13 27 8 11 -9 9 15 -12 -13 -14 -15 -16 -17 17 -19 19 25 21 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0082987402134250734 0.0077212265979533451 -0.0038066585940283101 0.00070484801957857812 -0.0024131022390675516 -0.0054234901082275853 -0.0044327380112475501 0.0054147063891031091 0.0095036227813487147 0.00047222599713664918 0.030973769873268841 -0.010466328466811278 -0.0073458012708214095 0.0033169392620601189 0.0018365064408380142 0.10846484683076395 -0.0070425726070295911 -0.0033519369970793139 -0.00086652553480504242 0.00091721421550273032 -0.0047362042935758467 0.0052861766722071451 -0.0012315325030782733 0.00022102653631449461 -0.005122517694168883 -0.0014969734895771592 6.4094580678107201e-05 0.0091681552883812918 -0.00018943273369572113 0.004402605501864415 0.0021129441226580966 leaf_weight=320.32509050171939 68.069229409447871 277.20164635876426 247.55725558847189 79.58716580941109 242.72738918443792 18.706243098247796 86.926182304276153 375.22219336975832 5128.9726046570577 2.2916242629289618 11.817207382526247 7.0858415421098462 212.20948550989851 283.85680008976487 0.16871164808981021 3.0553446020930997 256.45103958109394 582.26800078921951 196.66011724993587 40.197861556895077 60.693473234772682 910.50353476684541 1777.4407562543638 78.428981941193342 1068.8738715462387 1736.5498263575137 10.487967631779609 37.603513574053068 114.90891721844673 45.724740615580231 leaf_count=326328 13857 68525 1563 9069 125506 227 7429 97869 59110 24 179 109 2236 38241 31 43 12904 60072 2853 688 358 12828 22033 621 6546 12838 104 17249 7918 3822 internal_value=0 -0.000304335 -1.63735e-05 -0.00140032 -0.00662916 0.000158435 -0.000191142 0.00856447 0.000568893 0.000473948 0.000447081 0.00445293 0.00268915 0.000955831 -0.00217856 0.009196 -0.00216805 -0.00162648 -0.000261202 0.000290759 -0.000539389 -0.000148298 -0.000271008 -0.00131005 -0.00108292 -4.45093e-05 0.0130783 -0.0047214 0.00220265 0.0054677 internal_weight=0 13793.6 13192.9 1479.53 600.656 11713.4 6325.83 489.016 5387.54 5156.62 5140.79 94.012 230.916 363.613 79.7559 15.8349 1115.92 838.719 6231.81 2088.32 4143.5 2748.64 2687.94 1394.86 1316.43 1776.75 12.7796 280.331 311.569 113.794 internal_count=911180 795632 326549 188842 469083 137707 75784 115548 61923 59460 59289 7538 2463 47341 9100 171 141501 72976 68246 24297 43949 35219 34861 8730 8109 13526 128 142755 10771 17679 is_linear=0 shrinkage=0.01 Tree=771 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 10 9 9 10 5 5 9 0 3 9 5 9 0 5 9 5 9 5 9 9 5 3 3 9 9 split_gain=367.099 247.948 31.3712 22.9604 44.4265 19.125 17.2217 15.4875 14.2699 13.4693 13.0133 10.7741 9.56364 8.87024 8.83286 8.58384 9.86521 10.0441 36.3746 8.5611 22.83 29.3901 9.82588 8.08973 7.87968 11.2313 15.9002 8.1511 10.0073 8.23083 threshold=0.99998754262924205 4.0456557144352709e-06 0.00014260681928130004 3.3950000000000005 0.97252115607261669 5.5826109246481803e-07 5.995000000000001 2.1250000000000004 0.99999946355819713 1.0000000180025095e-35 182.50000000000003 3.1750000000000003 1.0000000180025095e-35 27.500000000000004 6.285000000000001 4.5000000000000009 3.3550000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3.8750000000000004 38.500000000000007 4.9850000000000012 117.50000000000001 3.0850000000000004 6.0250000000000012 336.50000000000006 20.500000000000004 26.500000000000004 6.1150000000000011 6.1250000000000009 decision_type=2 2 2 10 2 2 10 10 2 2 2 10 2 10 10 2 8 2 2 10 2 10 2 8 10 2 8 10 10 10 left_child=1 5 6 4 10 -1 -3 -6 19 -8 12 13 -4 -12 -7 16 -9 -18 -19 -2 -21 22 -22 -15 25 26 -11 29 -29 -26 right_child=8 2 3 -5 7 14 9 15 -10 24 11 -13 -14 23 -16 -17 17 18 -20 20 21 -23 -24 -25 27 -27 -28 28 -30 -31 leaf_value=-0.0082843471846968247 0.0077027173775143726 -0.002504824331225855 -0.0013626884652346886 0.00041256419547414677 0.0047138784410054929 -0.0053983824658928852 -0.0060165824830618261 -4.0627400411489253e-05 0.0094977518296148877 0.074230827634592711 0.0086130096965210661 -0.0039803442034238579 -0.00027539897910593521 6.7100832477107747e-05 -0.00018757389095559754 0.0033306650840044046 -0.00080599139368779226 -0.059473660186324509 0.010889096484886084 0.0043671574299824871 -0.027532585330183653 -0.060410295651524101 0.01038447202525913 0.006957286285999115 0.023024491840775846 0.09800889063187436 -0.0018539150714246642 -0.010091910724832854 0.0071731882049164758 -0.00067194025566406294 leaf_weight=317.68603549670661 67.553058538818732 702.34782793396153 2274.7659889650531 8273.7775445685256 186.01070019300096 241.42429207550595 19.394046925008297 146.64549936773255 371.71715516049881 0.3554559431504446 25.817316659726202 23.470903857145458 1255.4404053706676 62.952828248497099 37.596431944228243 89.920779433567077 3.2554834745824328 1.5576593037694695 1.3906194213777778 41.367381928255782 1.0523494053632014 1.2627132404595611 1.9496005978435276 23.364396729506552 1.5094955752138037 0.18412871402688313 1.2084816796705127 3.6480623628012827 42.109161719679832 50.648855353007093 leaf_count=326328 13857 136398 22050 122658 14189 125506 1853 3988 97869 36 217 421 10026 763 17249 1658 42 19 28 3717 26 20 59 262 237 11 155 609 4624 6305 internal_value=0 -0.00030146 -1.62171e-05 0.000109464 -0.000502999 -0.00660655 -0.00190867 0.00254267 0.00855114 0.0016082 -0.000859243 0.00218073 -0.000976018 0.00347031 -0.00469626 0.000879092 -0.000563162 -0.0129149 -0.0262855 0.00544233 0.00209609 -0.0199334 -0.00290755 0.00193214 0.00309195 0.0241362 0.0154388 0.00271625 0.0057967 1.38494e-05 internal_weight=0 13786.5 13189.8 12368.4 4094.59 596.707 821.406 428.781 484.902 119.058 3665.81 135.605 3530.21 112.135 279.021 242.77 152.849 6.20376 2.94828 113.185 45.632 4.26466 3.00195 86.3172 99.6636 1.74807 1.56394 97.9156 45.7572 52.1584 internal_count=911180 795632 326549 176321 53663 469083 150228 19924 115548 13830 33739 1663 32076 1242 142755 5735 4077 89 47 17679 3822 105 85 1025 11977 202 191 11775 5233 6542 is_linear=0 shrinkage=0.01 Tree=772 num_leaves=31 num_cat=0 split_feature=3 3 3 5 5 3 3 1 3 2 1 1 2 5 5 5 1 2 2 1 5 2 1 5 5 0 1 1 5 2 split_gain=10.1003 5.68026 15.3033 5.88638 6.59892 7.01941 8.50118 23.4502 4.63123 7.95928 12.0256 5.16882 10.4893 8.0202 7.78804 4.91195 4.80948 4.41804 6.93312 14.3838 14.2326 8.5289 11.9371 11.3724 45.9743 14.0467 11.1991 10.9574 8.10935 6.71064 threshold=42.000000000000007 9.5000000000000018 6.5000000000000009 408.50000000000006 380.50000000000006 4.5000000000000009 5.5000000000000009 0.52960654460459688 17.500000000000004 0.95469208211143708 0.51630627437079057 0.53873431533006011 0.45848997493734339 139.50000000000003 143.50000000000003 1051.5000000000002 0.51363749070171105 0.8185736677115989 0.68783602150537648 0.12560679611650488 270.50000000000006 0.66349106014087067 0.30471628592483424 14.500000000000002 45.500000000000007 1.0000000180025095e-35 0.28633540372670813 0.32444286391654814 54.500000000000007 0.50155279503105599 decision_type=10 10 8 2 2 10 10 2 10 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 -6 7 -7 9 10 16 15 13 -13 -15 -12 -3 18 21 -20 -21 29 26 -24 -25 28 -23 -27 -26 -10 right_child=-2 8 -4 -5 5 6 -8 -9 17 -11 11 12 -14 14 -16 -17 -18 -19 19 20 -22 22 23 24 25 27 -28 -29 -30 -31 leaf_value=0.00051862351918047298 0.014590007447049682 0.0028917393630599831 -0.0027236612867012895 -0.010415819631306998 -0.0094414780566887974 0.23664269229633625 -0.010213493044107673 0.01036076290760074 8.1438871910852575e-05 -0.0019351813062627203 -0.011603956459168559 7.4703996028387636e-05 0.061427557004128934 -0.10217851815680855 -0.011147790657727284 0.020202639631035812 0.022871268379281724 0.00042101039679304898 0.079983823571173993 -0.00096578999859583297 0.0035539086868853894 -0.010217674527078993 0.00015672377976404248 0.0082516804539857699 -0.011644177165588051 -0.0025475929924808779 0.088012522156804412 0.021155788690934832 -0.0011172185708631514 -0.00058656497557668858 leaf_weight=355.93964884820161 4.7428553492063648 235.6876422673522 271.86228497576667 4.9473502624314269 0.18328713145456177 0.081055987102445215 0.088557981245685369 0.10528737603453919 7018.1858504024567 74.757114027801435 6.3824757387337732 121.08807493859786 0.27468238130677392 0.095838628330965459 4.85578592310776 0.52551064643193957 1.2110262638889242 2126.8873986404797 0.22079232847317953 1368.2810496538877 73.411389865563251 0.18812354165129264 453.48298948653974 93.67197889831732 7.8210872194904359 3.229885343112981 0.30299538979306817 4.92252098134486 113.7178390250192 1913.9827844784595 leaf_count=39070 307 29995 30960 1212 118 45 45 5 362609 4487 1113 9112 21 24 891 11 47 107894 7 114985 9210 47 20058 4652 632 156 29 135 13922 159381 internal_value=0 -5.51777e-06 -0.000931378 0.000417067 0.000567444 0.0384933 0.0704532 0.108789 3.75164e-05 0.00104102 0.00164215 -0.000761512 -0.000300877 -0.000435404 -0.0129097 -0.00918434 0.00299387 3.63978e-06 -7.66848e-05 -0.000723286 -0.000735646 2.03381e-05 0.0011022 0.00106644 0.00291339 -0.000942287 0.0503854 0.0117648 -0.00179463 -6.17008e-05 internal_weight=0 14256.4 633.207 361.345 356.398 0.458188 0.274901 0.186343 13623.2 444.878 370.121 133.222 126.314 126.04 4.95162 6.90799 236.899 13178.3 11051.4 1441.91 1441.69 9609.51 677.337 676.846 223.363 129.691 0.491119 8.15241 121.539 8932.17 internal_count=911180 910873 71455 40495 39283 213 95 50 839418 45701 41214 11172 10048 10027 915 1124 30042 793717 685823 124202 124195 561621 39631 39555 19497 14845 76 291 14554 521990 is_linear=0 shrinkage=0.01 Tree=773 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 9 10 10 5 1 1 9 9 2 10 5 9 9 1 1 4 4 5 10 1 0 1 9 1 1 split_gain=362.805 244.662 30.8832 20.0129 19.1182 16.2127 19.9546 14.3099 13.5329 20.1868 21.0112 17.3043 19.4081 14.3054 12.512 11.8582 10.5092 9.9866 11.0393 13.6629 9.82916 13.4718 9.80616 16.2614 14.0524 9.1236 11.4677 15.5961 16.2579 13.3414 threshold=0.99998754262924205 4.0456557144352709e-06 0.0011766494717448501 3.9050000000000007 5.5826109246481803e-07 4.8650000000000011 0.99989646673202526 0.99999946355819713 81.500000000000014 0.84680573663624525 0.85307609282245023 6.3850000000000007 7.035000000000001 0.42124060150375936 1.8603117496240887e-05 497.50000000000006 4.8350000000000009 4.8950000000000005 0.24165739710789766 0.15018796992481201 11.500000000000002 7.5000000000000009 83.500000000000014 0.00048551171494175006 0.38493064312736441 1.0000000180025095e-35 0.72245564892623726 5.6750000000000007 0.83424908424908439 0.65858556175923211 decision_type=2 2 2 8 2 10 2 2 2 2 2 10 10 2 2 2 10 10 2 2 8 10 2 2 2 2 2 10 2 2 left_child=1 4 3 -3 -1 6 -4 -2 -5 11 -11 22 13 14 -13 17 -8 18 19 -7 21 25 23 -10 -25 26 29 28 -28 -19 right_child=7 2 5 8 -6 15 16 -9 9 10 -12 12 -14 -15 -16 -17 -18 20 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=-0.0082697003834880205 0.0054179703446753996 -0.0028296791491622991 -0.00024409430703648216 -0.00097581091755059239 -0.004670686515768142 0.0012018940564934002 0.0046909351336740799 0.0094918620526485906 0.0068694397805156536 0.087551565003497367 0.015438675674012194 0.090855404327151917 0.004117029862036015 0.015012895971789406 0.031093984303032556 -0.0042399717347555519 -0.036220877527507682 0.00079180242233095101 0.0044168519425331109 -0.012028180458312318 0.0085607669867354547 -0.010415444271374164 -6.3806460129396463e-05 0.025722337935712946 0.13451074342801531 -0.00033630257810242375 -0.0018331621599544377 -0.002672387109770827 0.0032811998266740251 0.0034281595534353887 leaf_weight=315.04391755542019 112.58091581449844 545.96653193444945 6027.5388009822927 1071.1101268988568 277.70016010323889 76.302398981526494 92.758211757289246 368.2543093933491 1.7658300434704863 0.5094655569409946 1.9525372937787322 0.49390617595054465 22.829201602260582 5.1615464194910601 1.2052165018394587 50.466473862528801 0.63215460255741973 3320.3184589012526 140.04657823126763 8.6953512830659729 15.223524920642374 11.254018878098575 156.94237540196627 0.27770441398024548 0.20742444228380919 961.8750505624339 112.97121727652848 218.57330922503024 138.18313269596547 203.73064296506345 leaf_count=326328 17679 38344 62036 123856 142755 616 7531 97869 458 37 330 37 1421 521 50 813 7 35469 1413 122 153 149 36673 22 20 8619 1329 3070 1321 2132 internal_value=0 -0.000298613 -1.61102e-05 -0.00123001 -0.00658357 0.000176817 -0.000173023 0.00853802 -0.000538209 0.0019114 0.0303611 0.00154057 0.00854929 0.0232978 0.0484656 0.000584101 0.00441401 0.000630854 0.00269139 -0.000151555 0.000537779 0.000513189 0.000233429 0.0209574 0.0722365 0.000538007 0.000748579 -0.000719141 0.000980719 0.000944214 internal_weight=0 13779.7 13187 1808.42 592.744 11378.6 6120.93 480.835 1262.46 191.345 2.462 188.883 29.6899 6.86067 1.69912 5257.64 93.3904 5207.17 225.044 84.9978 4982.13 4966.91 159.193 2.25096 0.485129 4955.65 3993.78 469.728 251.154 3524.05 internal_count=911180 795632 326549 201769 469083 124780 69574 115548 163425 39569 367 39202 2029 608 87 55206 7538 54393 2151 738 52242 52089 37173 500 42 51940 43321 5720 2650 37601 is_linear=0 shrinkage=0.01 Tree=774 num_leaves=31 num_cat=0 split_feature=3 9 3 1 9 1 1 1 9 9 9 9 3 9 1 3 2 4 1 4 9 9 9 9 4 2 9 4 4 2 split_gain=9.99346 9.48883 15.003 18.3509 12.9124 10.3488 9.91232 11.0959 10.1953 10.2876 9.76567 9.7544 9.64305 12.8575 15.5054 13.804 9.15082 11.0504 9.13093 16.6674 9.11706 9.09011 9.0595 8.80728 8.79302 8.908 8.39762 10.945 8.48491 8.12869 threshold=42.000000000000007 5.2550000000000008 29.500000000000004 0.82683658170914553 2.0250000000000004 0.7696153846153847 0.66751700680272119 0.74095860566448812 4.9850000000000012 3.1750000000000003 4.8750000000000009 5.2350000000000012 28.500000000000004 5.455000000000001 1.0000000180025095e-35 18.500000000000004 0.21498599439775909 4.5000000000000009 0.5100040016006403 5.5000000000000009 3.0550000000000002 8.3400000000000016 9.7700000000000014 5.1150000000000011 3.5000000000000004 0.99938118811881205 3.0550000000000002 9.5000000000000018 3.5000000000000004 0.65465367965367982 decision_type=10 8 8 2 10 2 2 2 10 10 10 10 8 10 2 10 2 10 2 8 10 10 10 10 10 2 10 10 8 2 left_child=1 2 4 6 -1 12 23 10 9 20 -8 -5 13 -3 -15 18 -7 -18 -16 -20 -9 -21 -14 26 -24 29 -4 28 -28 -26 right_child=-2 5 3 11 -6 16 7 8 -10 -11 -12 -13 22 14 15 -17 17 -19 19 21 -22 -23 24 -25 25 -27 27 -29 -30 -31 leaf_value=0.001604539927954485 0.014587183740078136 0.0027304342078137635 -0.00048325687952267501 0.0018494163194720805 -0.00092684956011733521 -0.00066746766723630542 -0.0058991973300334538 -0.00069968927674322553 -0.0050501466537816618 0.0024875453026193613 -0.00028283377678977917 0.013166235716352913 0.00013428749780595802 -0.0022259387717170087 0.00065380682069454341 0.0023960965200410396 -0.0068021301034328066 -0.044659051142331194 -0.0036479932816531431 0.0052265563208829533 -0.0096224453058658538 0.034204717666018139 -9.4559654596694856e-05 -0.0012829323518708056 0.019081991966942914 0.071248419024478413 0.00051590974417381106 0.0076362527023161484 -0.0021941385277219521 0.0041126355788402239 leaf_weight=216.21428902226035 4.6945134898414826 389.13379249026184 1322.7465898563387 439.45299471614999 2962.2772021748824 653.92691871552961 87.444691727607278 85.76960645802319 39.370751721580746 117.19034967842163 47.928020542807644 7.7507717860862604 3054.2655235842976 163.56380956008798 373.25017376223695 438.52998635158292 11.694610035832735 0.82548179777222763 95.636714048247086 3.0139123818371436 13.215844163205473 1.6892070202156899 13.753637099056505 446.65896108571906 5.9384084201301439 0.24071615189313966 3104.2081975640904 21.126777867699275 119.99548221309669 9.3220671896706317 leaf_count=9495 307 38594 42143 14570 196938 25740 5339 3661 3654 5410 4857 249 214778 16003 48248 44065 1209 30 13153 67 385 19 4509 41993 100 2 158136 748 13405 3373 internal_value=0 -5.46661e-06 -0.000201577 9.87812e-05 -0.000754654 0.000334171 -6.22732e-05 -0.00159599 -0.000369767 0.000482642 -0.00391075 0.00204556 0.000504694 0.00117275 0.000609249 0.00111766 -0.000829606 -0.00929813 -6.61276e-05 -0.00274418 -0.00189099 0.0156346 0.000187336 5.7286e-05 0.00572572 0.0108898 0.00018833 0.000462059 0.00041505 0.00993776 internal_weight=0 14246.1 9031.35 5852.86 3178.49 5214.78 5405.66 390.919 255.547 216.176 135.373 447.204 4548.34 1464.82 1075.68 912.12 666.447 12.5201 473.59 100.34 98.9855 4.70312 3083.52 5014.74 29.2548 15.5012 4568.08 3245.33 3224.2 15.2605 internal_count=911180 910873 500983 294550 206433 409890 279731 23306 13110 9456 10196 14819 382911 160149 121555 105552 26979 1239 61487 13239 4046 86 222762 256425 7984 3475 214432 172289 171541 3473 is_linear=0 shrinkage=0.01 Tree=775 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 10 9 9 10 5 5 9 0 9 3 9 5 9 5 5 9 0 5 9 4 5 5 9 5 0 split_gain=358.522 241.442 30.441 22.1508 43.378 19.1147 16.7177 15.2332 14.3603 13.1305 12.7769 10.5618 9.32979 8.78068 8.66078 8.56409 22.2132 26.9962 9.49771 8.43707 9.57597 9.52695 33.5657 7.88245 7.7121 21.2705 18.601 15.6762 14.0062 19.9057 threshold=0.99998754262924205 4.0456557144352709e-06 0.00014260681928130004 3.3950000000000005 0.97252115607261669 5.5826109246481803e-07 5.995000000000001 2.1250000000000004 0.99999946355819713 1.0000000180025095e-35 182.50000000000003 3.1750000000000003 1.0000000180025095e-35 6.285000000000001 27.500000000000004 3.8750000000000004 38.500000000000007 4.9850000000000012 117.50000000000001 4.5000000000000009 3.3550000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3.0850000000000004 1.5000000000000002 39.500000000000007 119.50000000000001 9.7700000000000014 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 10 2 2 10 10 2 2 2 10 2 10 10 10 2 10 2 2 8 2 2 8 10 2 2 10 2 2 left_child=1 5 6 4 10 -1 -3 -6 15 -8 12 14 -4 -7 -12 -2 -17 18 -18 20 -9 -22 -23 -16 26 27 28 -26 29 -5 right_child=8 2 3 24 7 13 9 19 -10 -11 11 -13 -14 -15 23 16 17 -19 -20 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0082551725877065812 0.0076710806477196239 -0.002473438054202574 -0.0013438635572257751 0.0008558085407657307 0.0046816188428108465 -0.0053503106910247683 -0.0059864197581075002 -3.9126245503924025e-05 0.0094859331877424954 0.0030300956972787205 0.0085187067961851343 -0.0039444372351275262 -0.00026970911089180163 -0.00014065089653995385 7.7222129724776602e-05 0.0043097856053242369 -0.026745187122483895 -0.05718501060358764 0.010378697128234794 0.0033070873005241457 -0.00080642569433608997 -0.056155094979094954 0.010879915100157169 0.0068733147158612654 -0.00059778027666607656 0.0017755326518904238 -0.0012950372651250033 0.0083832206643527866 0.0011971001144031566 -0.0011949627485320872 leaf_weight=312.466193827393 66.687226498615928 699.50859557767399 2273.0268414109014 1360.649303634651 184.96724176150747 238.96714515273925 19.257893831469119 146.65376341762021 364.82180885924026 100.11799977999181 25.85175834223628 23.401843908242881 1255.0996282203123 37.418522007210413 62.915564264170825 40.973620496923104 1.074295544996857 1.321648536249995 1.9222414996474979 89.673271717503667 3.2551727443933478 1.632804745808244 1.3767812084406612 23.419086187146604 2012.5997145981528 508.64256156492047 471.15192151162773 19.624848099425435 3176.0026129884645 725.76712780073285 leaf_count=326328 13857 136398 22050 15762 14189 125506 1853 3988 97869 11977 217 421 10026 17249 763 3717 26 20 59 1658 42 19 28 262 32697 12849 9938 266 43188 7958 internal_value=0 -0.000295772 -1.59676e-05 0.000107684 -0.000494217 -0.00656069 -0.00188318 0.00251995 0.00852445 0.00157554 -0.000845974 0.00216642 -0.000961743 -0.004645 0.00344114 0.00539199 0.00203629 -0.0195361 -0.00293067 0.000871766 -0.000556336 -0.0126639 -0.0254889 0.00192073 0.000405292 -5.33131e-05 0.000608526 -0.000511052 0.000778954 0.000142441 internal_weight=0 13773.4 13184.6 12365.7 4091.27 588.852 818.884 427.559 476.801 119.376 3663.71 135.588 3528.13 276.386 112.186 111.979 45.2918 4.31819 2.99654 242.592 152.919 6.26476 3.00959 86.3347 8274.44 2540.87 5733.57 2032.22 5262.42 2086.42 internal_count=911180 795632 326549 176321 53663 469083 150228 19924 115548 13830 33739 1663 32076 142755 1242 17679 3822 105 85 5735 4077 89 47 1025 122658 45812 76846 32963 66908 23720 is_linear=0 shrinkage=0.01 Tree=776 num_leaves=31 num_cat=0 split_feature=9 1 1 4 9 1 1 5 0 4 9 1 5 2 2 9 9 9 9 9 5 9 9 5 5 9 9 2 5 1 split_gain=9.6002 13.1686 11.4056 13.5432 12.7968 10.9266 15.1874 13.2484 10.4709 14.83 13.7542 10.1331 9.92393 16.7769 20.9363 9.64384 19.8723 9.43563 9.39124 14.8221 22.5037 11.1878 8.25359 10.1967 8.23053 21.234 14.9659 27.305 35.2135 23.6766 threshold=5.2550000000000008 0.98936170212765973 0.51869322152341024 3.5000000000000004 5.1050000000000013 0.48295234405269277 0.41202270381836947 273.50000000000006 1.0000000180025095e-35 1.5000000000000002 5.0250000000000012 0.98936170212765973 280.50000000000006 0.56276260504201692 0.5818926974664681 6.1150000000000011 6.0750000000000011 5.3550000000000013 1.7450000000000003 1.6450000000000002 1.5000000000000002 3.5650000000000004 5.1450000000000005 55.500000000000007 9.5000000000000018 5.3150000000000004 5.9150000000000009 0.68091632946090597 10.500000000000002 0.066767983789260368 decision_type=8 2 2 8 10 2 2 2 2 10 10 2 2 2 2 10 10 8 10 10 2 10 10 2 2 8 8 2 2 2 left_child=1 2 4 22 5 6 -1 -8 9 -7 -10 24 13 -9 -15 16 17 -13 19 -11 -21 -20 -4 -24 25 -2 -26 -28 29 -29 right_child=11 -3 3 -5 -6 8 7 12 10 18 -12 15 -14 14 -16 -17 -18 -19 21 20 -22 -23 23 -25 26 -27 27 28 -30 -31 leaf_value=4.1749676605957076e-05 0.002978491911912864 0.0013797301494212191 -0.0010012936915715868 -0.0049309611348190554 -0.0014378659787343798 -0.0013488288745185995 -0.0021245342629885289 -0.0046078994813728742 0.0014957430116866244 -0.00031007515767533442 0.0099555095140025397 -0.0078094572277214429 0.0029375635452592083 0.13039078808908347 0.019292718228352167 -0.0029124377140180265 0.018876943598079458 3.2593068589875144e-05 0.0058936302889773728 0.009140217731591925 -0.049646143385670798 0.00055713094118558734 0.0023035099209005798 -0.0060606352263828933 -0.00016181884808907571 -0.0001262763351457577 0.0033374429505343257 -0.01003263657166748 -0.00012321498985286842 0.017596449611618013 leaf_weight=4257.5143688306562 241.16427438234678 499.70553452242166 1651.919074287609 82.793910331092775 641.40894111609668 344.57416234957054 524.11393184491317 0.70051376477931515 637.42605627846206 9.6151083973236364 19.815852600848302 16.079900090000592 37.699181874952046 0.2862156699411571 0.4164028909872286 172.46979954792187 5.4726684384513637 334.82131852372549 69.970580603985582 1.0683785155415528 1.6675598945003001 89.581710231286706 137.77964805823285 16.299460260604974 703.54273500808631 2543.6086323622731 541.77067544477177 3.748749885067812 635.20078041410306 17.966604720975738 leaf_count=201368 13276 16243 104182 10507 60625 16114 36189 78 23558 799 786 645 3392 31 18 4162 80 12798 2726 131 49 7346 12628 4222 112927 156626 42347 2849 64239 239 internal_value=0 -0.00019804 -0.000290527 -0.000976136 -9.53792e-05 4.82675e-05 -0.000162398 -0.00170561 0.00091352 -0.000151964 0.00175081 0.000340884 0.00390947 0.0300225 0.0645491 -0.000971294 -3.18631e-05 -0.000326766 0.00224711 -0.00615366 -0.0266902 0.00289742 -0.000794832 0.0014187 0.00048894 0.0001426 0.000995965 0.0016755 0.000304867 0.0128268 internal_weight=0 9024.36 8524.65 1888.79 6635.86 5994.45 4820.73 563.216 1173.72 516.477 657.242 5215.85 39.1023 1.40313 0.702619 528.844 356.374 350.901 171.903 12.351 2.73594 159.552 1806 154.079 4687 2784.77 1902.23 1198.69 656.916 21.7154 internal_count=911180 500992 484749 131539 353210 292585 241076 39708 51509 27165 24344 410188 3519 127 49 17685 13523 13443 11051 979 180 10072 121032 16850 392503 169902 222601 109674 67327 3088 is_linear=0 shrinkage=0.01 Tree=777 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 9 10 10 10 9 9 9 1 1 4 4 9 10 9 9 9 9 9 9 9 10 4 0 9 4 split_gain=354.304 238.256 29.8976 20.4032 19.1043 15.5005 19.3817 14.4019 14.238 11.555 10.7755 10.4187 10.1808 11.0251 9.86133 13.0436 8.67187 8.63793 12.8234 11.5506 20.3597 10.6072 8.93493 8.569 8.5173 8.31396 8.31045 8.13853 10.669 22.1003 threshold=0.99998754262924205 4.0456557144352709e-06 0.0016333823441527001 5.3250000000000011 5.5826109246481803e-07 4.8650000000000011 0.99989646673202526 0.99999946355819713 3.4846319977077662e-05 3.2950000000000004 4.8950000000000005 4.4150000000000009 0.24165739710789766 0.15018796992481201 11.500000000000002 7.5000000000000009 6.285000000000001 0.51461192965507518 1.3750000000000002 2.5450000000000004 2.5750000000000006 2.4350000000000005 1.7450000000000003 9.7700000000000014 3.8750000000000004 0.97252115607261669 3.5000000000000004 1.0000000180025095e-35 6.0750000000000011 2.5000000000000004 decision_type=2 2 2 10 2 10 2 2 2 8 10 10 2 2 8 10 10 2 10 10 10 10 10 10 10 2 10 2 10 10 left_child=1 4 3 8 -1 6 17 24 -3 -10 12 -8 13 -7 15 23 -6 19 25 21 -21 -4 -20 27 -2 -19 -24 28 -12 -30 right_child=7 2 5 -5 16 10 11 -9 9 -11 14 -13 -14 -15 -16 -17 -18 18 22 20 -22 -23 26 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0082404198263323902 0.0076522316854221919 -0.0036297392965240383 -0.0010772634212084067 0.00067276598216599944 -0.0053244506717796602 0.0012065165352393497 0.0053414995316111566 0.0094799664194540351 -0.0027068119174748131 -0.00059620198663887594 0.00096526903860660429 -0.0072472928285235577 0.0044082394207325092 -0.010839372356807443 0.0085580397283589547 -0.010338929009035897 -0.00014659725837908022 0.00091944326320290547 -0.004698963161479045 0.0057417881383050448 -0.00026662985215083909 -0.005025355097381984 0.00018431720031612746 0.0055937161174811666 0.0020204441489210323 0.0043196615874950585 -0.0039981944821303331 -0.00037951340818315193 0.00055381496415518084 -0.0029929134047290036 leaf_weight=309.89046761175268 66.181325294775888 303.55326341744512 1165.9978275038302 479.44016728445422 237.66524968028534 75.312497064471245 85.66871970705688 361.42219164769631 367.11138294939883 884.00086766772438 2919.0661092344671 7.1206967923790208 138.40758400689811 8.4506704481318575 15.109856552444397 11.145191819407044 37.441038323420798 196.67923795990646 40.255319507792592 57.697707291692495 2500.6277041723952 72.267482575029135 1687.3896046159789 32.697983521968126 45.190865464974195 113.3569967225194 48.882402032613754 938.86539888102561 807.86844787653536 224.51263055857271 leaf_count=326328 13857 73484 6540 51314 125506 590 7429 97869 14622 68754 31448 109 1327 106 152 144 17249 2853 688 310 27262 496 12540 351 3822 7918 298 8116 7038 2660 internal_value=0 -0.000292969 -1.58249e-05 -0.00113072 -0.00653773 0.000187615 -0.000159272 0.00851112 -0.0016869 -0.00121551 0.000588467 0.00437543 0.00274293 -8.76508e-06 0.000491754 0.000467052 -0.00461976 -0.000230794 0.000286075 -0.000514859 -0.000131122 -0.00130768 -4.14205e-05 0.000491516 0.00536705 0.00216265 6.65642e-05 0.000457401 0.000656252 -0.000217495 internal_weight=0 13766.5 13181.5 2034.11 584.997 11147.4 5975.94 472.794 1554.67 1251.11 5171.44 92.7894 222.171 83.7632 4949.27 4934.16 275.106 5883.15 2086.56 3796.59 2558.33 1238.27 1776.53 4923.01 111.372 310.036 1736.27 4890.31 3951.45 1032.38 internal_count=911180 795632 326549 208174 469083 118375 66443 115548 156860 83376 51932 7538 2023 696 49909 49757 142755 58905 24297 34608 27572 7036 13526 49613 17679 10771 12838 49262 41146 9698 is_linear=0 shrinkage=0.01 Tree=778 num_leaves=31 num_cat=0 split_feature=3 4 1 1 4 3 3 4 1 1 3 1 4 4 1 3 3 3 1 1 1 3 0 0 3 1 1 3 1 4 split_gain=9.88562 5.87192 7.99073 7.51923 8.95538 6.48242 5.50829 4.46282 5.35873 12.5316 8.40712 7.65212 6.49595 4.28606 3.8794 3.70034 22.1862 5.35078 4.91572 8.54935 4.57184 4.41114 6.30431 4.40982 4.06511 3.95575 3.8631 3.5431 3.46833 5.20685 threshold=42.000000000000007 2.5000000000000004 0.63673020527859248 0.62532051282051293 5.5000000000000009 1.5000000000000002 6.5000000000000009 3.5000000000000004 0.78596059113300509 0.80070921985815613 2.5000000000000004 0.77442071785552036 4.5000000000000009 6.5000000000000009 0.59921259842519692 9.5000000000000018 6.5000000000000009 17.500000000000004 0.51630627437079057 0.12062851552946931 0.51363749070171105 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 11.500000000000002 0.72245564892623726 0.84680573663624525 28.500000000000004 0.555815160955348 1.5000000000000002 decision_type=10 8 2 2 8 10 10 10 2 2 10 2 10 8 2 10 10 10 2 2 2 10 2 2 10 2 2 10 2 8 left_child=1 15 3 6 -5 -4 13 -7 11 12 -11 -9 -10 -3 -15 16 21 18 19 23 -21 -1 28 -17 26 -24 -20 -12 -23 -30 right_child=-2 2 5 4 -6 7 -8 8 9 10 27 -13 -14 14 -16 17 -18 -19 24 20 -22 22 25 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.00035246702828192137 0.014591806137851911 -0.002286746392912235 0.014661566008853913 -0.00069835762611091966 0.013844394162243484 -0.00017720042678093551 -0.00022472754980612869 -0.0043935904058877394 0.010913265324983656 -0.039173750132265685 -0.0054874237700716904 -0.018089998105299401 -0.011113660160437796 -0.00919030237964002 -0.057576127540922895 -0.00080008763017434218 -0.0030681266441733093 5.9166095450553768e-05 -0.0066218127061593787 0.0035693672260299378 0.023246673469589866 0.0038477465642205713 -0.0042716464587100583 0.0035222077783303948 0.00063216687747160935 0.0069710018050964367 0.00071542788909762639 -0.0012648152164295317 0.0021996917350117526 -0.0063971679934100578 leaf_weight=132.4311558958434 4.6409432275686404 35.092610742693068 2.2490791163290842 8.7456370230065676 8.2089156453730521 66.601091075252043 1067.542353677185 76.416901244490873 10.228288112761218 0.63601216836832364 29.960155876033241 4.3091601292544501 1.5405086407554325 8.5208665164827799 0.1689884587540299 103.1261997949623 233.87038471957203 11917.717252910923 17.747174428659491 136.41122817998985 1.1910642566508602 104.15865513897734 21.082114636432383 30.610806353157386 85.823383139679208 3.6751996251987284 12.046728205226829 59.008329889329616 36.090464375214651 8.7541381397750211 leaf_count=13331 307 6291 175 2331 94 9193 126449 7991 391 26 1508 292 132 2049 19 8315 24528 660851 2024 14377 40 10937 2899 3046 6888 676 338 2577 2520 585 internal_value=0 -5.39548e-06 -0.000625442 -0.000266471 0.00634283 -0.00223939 -0.000367303 -0.00239223 -0.00320236 -0.00167155 -0.00294576 -0.00512471 0.00802999 -0.00384371 -0.0101312 6.11832e-05 -0.000748978 9.67419e-05 0.00125402 0.00198975 0.00373969 0.0010224 0.00207024 0.000189234 -0.000472639 -0.00260269 -0.00365511 -0.00268678 0.00284666 0.000521494 internal_weight=0 14224 1379.23 1128.28 16.9546 250.95 1111.32 248.7 182.099 101.373 89.6045 80.7261 11.7688 43.7825 8.68985 12844.7 540.062 12304.7 386.957 271.339 137.602 306.192 173.761 133.737 115.617 24.7573 29.7939 88.9685 149.003 44.8446 internal_count=911180 910873 159518 137233 2425 22285 134808 22110 12917 4634 4111 8283 523 8359 2068 751355 55476 695879 35028 25778 14417 30948 17617 11361 9250 3575 2362 4085 14042 3105 is_linear=0 shrinkage=0.01 Tree=779 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 10 9 9 10 5 9 0 9 5 2 9 5 9 5 5 5 9 9 5 4 2 10 5 9 2 split_gain=350.1 235.095 29.4018 20.8504 41.6886 19.093 17.878 14.9267 14.4453 12.4113 10.1183 8.68885 8.61747 14.2698 8.49269 8.46721 21.5499 24.7885 9.15224 8.41813 20.1354 40.8365 14.2232 14.7715 20.1098 13.7623 22.2921 8.31371 9.28872 9.57681 threshold=0.99998754262924205 4.0456557144352709e-06 0.00017857718921725002 3.3950000000000005 0.97252115607261669 5.5826109246481803e-07 5.3450000000000006 2.1250000000000004 0.99999946355819713 182.50000000000003 3.1750000000000003 1.0000000180025095e-35 9.0500000000000025 332.50000000000006 0.7576941287878789 3.8750000000000004 38.500000000000007 4.9850000000000012 117.50000000000001 220.50000000000003 222.50000000000003 5.5050000000000008 5.3650000000000011 414.50000000000006 3.5000000000000004 0.56012048192771091 9.4236969744088142e-05 4.5000000000000009 3.3550000000000004 0.46186166774402071 decision_type=2 2 2 10 2 2 8 10 2 2 10 2 10 2 2 10 2 10 2 2 2 10 10 2 8 2 2 2 8 2 left_child=1 5 6 4 9 -1 -3 -6 15 11 14 -4 -7 -14 -11 -2 -17 18 -18 -8 21 -21 23 24 25 26 -22 28 29 -9 right_child=8 2 3 -5 7 12 19 27 -10 10 -12 -13 13 -15 -16 16 17 -19 -20 20 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0082255278600015178 0.0076331990411683181 -0.0028355580880891824 -0.0013080230344550432 0.00040134210764633657 0.0046365203000212976 -0.0050348931247355322 -0.00029810953014731181 -0.0027707192026431176 0.0094738807522366485 0.0047191918211248627 -0.0038511590855573553 -0.00026677960742016855 0.0019666076067681847 0.15635926169764788 -0.0025016290144113441 0.0042740079820152935 -0.025871186209148661 -0.054070366922442048 0.010374225528363779 0.22264850801700753 0.021650101079673859 -0.010146385215205302 0.0012287797281406699 -0.010164350554813902 0.11047377560260729 0.010430672744984935 0.16307877431885712 0.0032782304361487127 -0.01242913757118364 0.0023526626900112284 leaf_weight=307.33302863145946 65.678683660225943 568.89865511230892 2248.231478809379 8226.5455388792325 183.52269249991514 257.93112343471148 311.42368118552258 68.683298050891608 358.02336734358687 90.803042903076857 23.110443203244358 1245.3327191090211 15.842268552340098 0.060091004474089327 19.848586751148105 40.732203962747008 1.0997331105172627 1.383913544937968 1.9007501769810913 0.12886851408984767 0.31381660501938657 0.18145535734947771 14.980571710155344 0.87981215008767311 0.32840855047106732 1.4522245925618333 0.17282670829445124 89.373051737900823 6.3221658281981936 77.824833595193923 leaf_count=326328 13857 114299 21098 117340 14189 134820 38735 1776 97869 953 399 9779 7923 12 216 3717 26 20 59 25 48 34 3351 177 21 142 8 1658 89 2212 internal_value=0 -0.000290176 -1.56773e-05 0.000112109 -0.000474951 -0.00651462 -0.0017616 0.00248542 0.0084974 -0.000822398 0.00216699 -0.000936856 -0.00459441 0.00255002 0.00342393 0.00534199 0.00200654 -0.0190588 -0.00291039 9.05978e-05 0.00665599 0.0865266 0.0052887 0.0246145 0.0381104 0.0258533 0.0718771 0.000855479 -0.000561313 -4.91887e-05 internal_weight=0 13759.5 13178.4 12279.6 4053.05 581.167 898.76 425.726 468.819 3627.33 133.762 3493.56 273.833 15.9024 110.652 110.795 45.1166 4.3844 3.00048 329.862 18.438 0.310324 18.1277 3.14709 2.26728 1.93887 0.486643 242.203 152.83 146.508 internal_count=911180 795632 326549 169709 52369 469083 156840 19924 115548 32445 1568 30877 142755 7935 1169 17679 3822 105 85 42541 3806 59 3747 396 219 198 56 5735 4077 3988 is_linear=0 shrinkage=0.01 Tree=780 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 5 2 3 2 4 5 2 2 4 5 2 4 5 5 10 10 3 10 5 10 10 5 10 split_gain=345.975 232.002 28.9039 19.0799 14.9396 14.4844 8.81073 8.75539 12.0958 9.96739 7.78318 8.86427 14.5594 7.61004 6.63979 6.2947 8.70637 16.0111 6.29319 14.6262 13.6268 15.4612 78.4466 42.2336 56.2576 11.6354 6.38055 47.734 6.47382 13.4017 threshold=0.99998754262924205 4.0456557144352709e-06 0.0016333823441527001 5.5826109246481803e-07 0.99894970655441295 0.99999946355819713 3.4846319977077662e-05 142.50000000000003 0.6586800573888093 27.500000000000004 0.78297101449275375 6.5000000000000009 14.500000000000002 0.50155279503105599 0.8185736677115989 2.5000000000000004 1351.5000000000002 0.65235814296241723 6.5000000000000009 73.500000000000014 74.500000000000014 1.9093154435267937e-07 1.70515789932324e-07 7.5000000000000009 1.1430733337647327e-07 390.50000000000006 9.6320331266497319e-08 9.2775259474819918e-08 75.500000000000014 1.4969320716318185e-07 decision_type=2 2 2 2 2 2 2 2 2 10 2 10 2 2 2 10 2 2 10 2 2 2 2 10 2 2 2 2 2 2 left_child=1 3 6 18 -4 -2 -3 9 13 -6 15 -12 -13 -9 -8 -5 -17 -18 -1 -20 21 22 23 24 -21 26 27 -22 29 -28 right_child=5 2 4 10 7 -7 14 8 -10 -11 11 12 -14 -15 -16 16 17 -19 19 20 25 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.008410020203281689 0.0053172765022162435 -0.0024018150278489465 0.00010064877664460394 -0.0060554895903452309 0.0045969724049599635 0.0094677989267473953 -0.0010644284376204844 -0.0050349547845386202 -0.0091441613247129037 0.0013583760603628121 -0.0015439070828605328 -0.010028679777093737 0.12316424453875049 0.005355254676196991 0.00065498343966080466 -0.0011673779342240742 -0.010012516758586488 0.25449659613459613 -0.0056998756506527757 1.0914217665307191 -0.010004746443670746 -0.010004529942780196 1.0789587691503253 -0.010004583367159757 -0.010004312817161911 0.15504654691645756 0.20114182080041054 0.56260988079501806 -0.010004844546357212 -0.010004598937937089 leaf_weight=299.06608397208038 110.20526850153692 420.5204421528033 10592.043168367352 190.81134502909845 126.68963779113255 354.68753306224244 1339.9201498440234 11.295076671056451 16.806671421974897 380.29802003409714 55.380532609502552 0.18105101899709453 0.15011696727015078 18.752462794538587 269.81786888279021 25.969570308312544 0.058007189683847993 0.037794716423377395 4.6341627705260171 0.0090791384864130631 0.087495559186208993 0.055140826530987397 0.0091830455348826945 0.067268022947246209 0.0094788844289723784 0.060576855321414769 0.047360517288325354 0.017463748547015712 0.67736013550893404 0.082292238599620759 leaf_count=316902 17679 101543 98455 94377 4045 97869 91262 195 209 15104 27434 73 36 367 15369 20768 59 8 7125 21 187 122 20 147 22 21 105 37 1438 181 internal_value=0 -0.000287415 -1.55289e-05 -0.00649167 0.000184366 0.0084839 -0.00111293 0.00178543 -0.00235046 0.00216766 -0.00456939 -0.00123545 0.0503471 0.0014495 -0.000776227 -0.00542582 -0.00081635 0.0943387 -0.00821067 0.00214558 0.0345293 0.123196 0.200502 0.10651 0.528846 0.0208402 0.0119257 0.0852703 0.00238658 0.0671245 internal_weight=0 13753.6 13176.1 577.411 11145.9 464.893 2030.26 553.842 46.8542 506.988 272.588 55.7117 0.331168 30.0475 1609.74 216.877 26.0654 0.0958019 304.823 5.75686 1.1227 0.15015 0.0950091 0.085826 0.018558 0.972549 0.911972 0.104959 0.807013 0.129653 internal_count=911180 795632 326549 469083 118375 115548 208174 19920 771 19149 142755 27543 109 562 106631 115212 20835 67 326328 9426 2301 332 210 190 43 1969 1948 224 1724 286 is_linear=0 shrinkage=0.01 Tree=781 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 10 9 9 10 5 5 9 0 9 9 5 9 5 5 9 0 5 9 9 10 9 10 5 10 9 split_gain=341.882 228.962 28.4314 21.0329 41.0784 19.0673 16.1039 14.7362 14.531 12.8602 12.2577 10.1427 8.91149 8.55547 8.46514 20.9923 22.9024 8.86493 8.19457 9.01402 8.97557 30.8184 7.58044 7.84309 8.92824 7.46893 10.8078 13.707 7.46578 7.48023 threshold=0.99998754262924205 4.0456557144352709e-06 0.00014260681928130004 3.3950000000000005 0.97252115607261669 5.5826109246481803e-07 5.995000000000001 2.1250000000000004 0.99999946355819713 1.0000000180025095e-35 182.50000000000003 3.1750000000000003 1.0000000180025095e-35 6.285000000000001 3.8750000000000004 38.500000000000007 4.9850000000000012 117.50000000000001 4.5000000000000009 3.3550000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3.1450000000000005 1.6450000000000002 0.18897357583045957 6.0250000000000012 3.4846319977077662e-05 135.50000000000003 0.98755538463592529 2.9150000000000005 decision_type=2 2 2 10 2 2 10 10 2 2 2 10 2 10 10 2 10 2 2 8 2 2 10 8 2 10 2 2 2 10 left_child=1 5 6 4 10 -1 -3 -6 14 -8 12 22 -4 -7 -2 -16 17 -17 19 -9 -21 -22 23 24 -12 26 -11 -28 -20 -30 right_child=8 2 3 -5 7 13 9 18 -10 25 11 -13 -14 -15 15 16 -18 -19 28 20 21 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-0.008195843649926246 0.0076009944428072993 -0.0024103574504927248 -0.0013121283652831998 0.00039362926371647595 0.0046061769292320741 -0.0052525653418388262 -0.0059538302708962432 -5.5764406993037853e-05 0.0094616737937601742 -0.01007167503984655 0.021896118914902542 -0.0038823718311685107 -0.0002619675158045977 -9.209163778107052e-05 0.0042175000386426879 -0.025191322974287098 -0.051466917175509254 0.010368432733151521 -0.0030163633075144598 -0.00068064815863947596 -0.052612897299698584 0.010880625397759983 0.016236546369516963 0.0021090306709947797 -0.00024877025881178032 0.0026277582065081535 0.016194509610747393 0.08822840809856683 0.007991049817416454 0.0015958980655804164 leaf_weight=302.35926861982443 64.845048984047025 693.8367909155786 2270.2127626733854 8275.0353669719771 182.57095894380473 234.12164371836116 19.112596013001166 146.41637037554756 351.38452478923136 0.63236228423192997 4.3889294490218154 23.280417645350099 1254.613631663844 37.236200223997002 40.355920213740319 1.1203559488058084 1.4405424538999794 1.873254846781492 15.658462062478064 3.2837928161025038 1.7211709842085841 1.3752833427861331 4.3995934277772895 100.4593740394339 3.1112145036458969 98.577930676867254 0.75828639743849613 0.40538283996284008 34.381626284681261 39.078610131517053 leaf_count=326328 13857 136398 22050 122658 14189 125506 1853 3988 97869 131 60 421 10026 17249 3717 26 20 59 111 42 19 28 45 1121 16 11775 51 20 910 637 internal_value=0 -0.000284703 -1.53768e-05 0.000103795 -0.000483332 -0.00646879 -0.00182642 0.00246143 0.00846999 0.00156439 -0.000824821 0.00212511 -0.000938338 -0.00454444 0.00529162 0.00194821 -0.018705 -0.00293977 0.000842805 -0.000562786 -0.0121981 -0.0244124 0.00336984 0.0028455 0.01271 0.00299596 0.0232053 0.0412887 0.00325273 0.00458902 internal_weight=0 13747 13173.3 12360 4084.95 573.717 813.323 424.486 461.02 119.487 3660.47 135.64 3524.83 271.358 109.635 44.7901 4.43415 2.99361 241.915 152.797 6.38025 3.09645 112.359 107.96 7.50014 100.374 1.79603 1.16367 89.1187 73.4602 internal_count=911180 795632 326549 176321 53663 469083 150228 19924 115548 13830 33739 1663 32076 142755 17679 3822 105 85 5735 4077 89 47 1242 1197 76 11977 202 71 1658 1547 is_linear=0 shrinkage=0.01 Tree=782 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 10 10 9 9 5 3 9 5 9 9 9 5 9 9 9 9 9 5 9 3 10 9 10 9 9 split_gain=337.847 225.937 28.0012 22.6842 19.0519 14.5689 14.2201 21.3535 18.9869 13.2065 16.0109 11.6264 11.3017 11.8065 11.8234 10.365 19.5677 23.5945 14.0235 11.62 30.3441 10.2755 20.5289 12.661 9.76569 9.43883 11.7319 9.39042 8.87506 8.46838 threshold=0.99998754262924205 4.0456557144352709e-06 0.0023884368129074005 3.9350000000000005 5.5826109246481803e-07 0.99999946355819713 0.99894970655441295 7.5550000000000006 3.3950000000000005 15.500000000000002 28.500000000000004 5.995000000000001 158.50000000000003 3.1750000000000003 3.0850000000000004 3.2350000000000008 126.50000000000001 4.9050000000000011 5.2950000000000008 6.2150000000000007 6.2550000000000008 5.1150000000000011 18.500000000000004 5.0750000000000011 27.500000000000004 0.97252115607261669 2.6250000000000004 0.00032736793218645006 4.1150000000000011 6.285000000000001 decision_type=2 2 2 8 2 2 2 8 10 2 10 10 2 10 10 10 2 10 10 10 10 8 2 8 10 2 10 2 10 10 left_child=1 4 3 -3 -1 -2 8 15 12 10 28 -11 25 14 24 -8 18 -18 21 -19 -21 23 -23 -17 -14 -4 -27 -12 -5 -6 right_child=5 2 6 9 29 -7 7 -9 -10 11 27 -13 13 -15 -16 16 17 19 -20 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0081807973428740226 0.0052669154069036675 -0.0025158567234657022 -0.00080161563548018149 -1.1747557338205112e-05 -0.005227364754935169 0.0094555049320509486 0.0034820809141026684 0.0057761399260303301 0.00040604363740496613 -3.3798285953131932e-05 -0.0014752187426108775 0.0031985518897700484 0.0071869619758962132 -0.0041468850642592554 0.012228662175545526 -0.0016441244670271104 0.0033641067879683012 -0.02204421870817027 0.0027961674218279138 0.0096364425802024298 -0.025389650256953635 -0.0051742635395127324 -0.042097081742558481 0.0081075931931779265 0.00061025970553374247 0.0033961151813467396 -0.0011206896230441413 0.00068745784185969463 -0.0042848608057774462 -9.117903547692381e-05 leaf_weight=299.89856381618301 109.0557715697214 702.25476607552264 2895.0229741847143 65.372657774365507 232.9039401926857 348.11402179655852 108.71226978627965 106.79291928326711 7037.6840250911191 375.25938734452939 373.92164664220763 158.18618167820387 30.386078918352723 25.339619209989905 13.348330574110149 114.98107228893787 12.288461996242406 9.7592752799391764 156.75327944289893 5.3086044266819936 4.6310900747776031 16.355005662888292 1.6585381589829911 15.057445945218204 87.865925010293722 123.80267036845908 107.3841866441071 433.57051855279133 189.50056023651268 37.232790792797459 leaf_count=326328 17679 42592 19547 1662 125506 97869 5667 9002 64381 68143 53493 10956 206 238 98 1618 140 54 3021 56 27 195 13 127 645 5179 1373 14128 23988 17249 internal_value=0 -0.000281985 -1.52264e-05 -0.00101816 -0.0064457 0.00845634 0.000196746 0.00176005 0.000113089 -0.000359079 -0.00100371 0.000924712 -0.000514882 0.00210371 0.00330726 0.00079735 -6.92457e-05 -0.00750987 0.000711602 -0.0142932 -0.00668287 -0.00149548 -0.00857381 -0.000514952 0.00230021 -0.000646339 0.0012981 -0.000314003 -0.00318885 -0.00451945 internal_weight=0 13741.2 13171.2 2298.07 570.035 457.17 10873.1 552.298 10320.8 1595.81 1062.37 533.446 3283.15 156.94 131.6 445.505 336.793 31.9874 304.805 19.699 9.93969 148.052 18.0135 130.039 118.252 3126.21 231.187 807.492 254.873 270.137 internal_count=911180 795632 326549 214962 469083 115548 111587 19920 91667 172370 93271 79099 27286 1187 949 10918 5251 277 4974 137 83 1953 208 1745 851 26099 6552 67621 25650 142755 is_linear=0 shrinkage=0.01 Tree=783 num_leaves=31 num_cat=0 split_feature=3 9 3 1 9 1 0 3 9 1 3 0 9 1 1 9 9 9 9 9 1 4 9 9 1 1 9 4 3 3 split_gain=9.76926 8.82695 14.9379 17.8183 12.4076 10.0386 13.6879 9.66421 12.5425 15.0437 13.4873 15.6912 11.3706 9.57963 10.8955 10.0789 10.058 9.6286 9.52788 8.96293 8.92503 16.8803 8.91273 8.70147 8.68139 14.1064 16.6538 19.7799 10.1386 33.919 threshold=42.000000000000007 5.2550000000000008 29.500000000000004 0.82683658170914553 2.0250000000000004 0.7696153846153847 1.0000000180025095e-35 28.500000000000004 5.455000000000001 1.0000000180025095e-35 18.500000000000004 1.0000000180025095e-35 6.9050000000000011 0.66751700680272119 0.74095860566448812 4.9850000000000012 3.1750000000000003 4.8750000000000009 5.2350000000000012 3.0550000000000002 0.62470657276995312 4.5000000000000009 9.7700000000000014 5.4350000000000014 0.60730974632843793 0.62532051282051293 5.535000000000001 2.5000000000000004 19.500000000000004 23.500000000000004 decision_type=10 8 8 2 10 2 2 8 10 2 10 2 10 2 2 10 10 10 10 8 2 8 10 8 2 2 8 10 10 10 left_child=1 2 4 13 -1 7 -7 8 -3 -10 20 24 -13 -4 17 16 19 -15 -5 -16 -11 -22 -9 -8 -12 26 27 28 -26 -30 right_child=-2 5 3 18 -6 6 23 22 9 10 11 12 -14 14 15 -17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=0.001575338990557412 0.01460550304461963 0.0027053073820906145 6.3780668156026115e-05 0.0018320173899507651 -0.0009175069537446411 -0.0015233578431543249 -0.0061183947666166305 0.00012020884330592726 -0.0021965971642119268 0.00042170972971346054 0.0022904565525707593 -0.010314515901883939 0.0052555337428198566 -0.0058553202642564299 -0.00067129039428141443 -0.0050141254131164251 0.0024832477787092885 -0.0002642803785353671 0.013014022053408127 -0.0095487379462180014 -0.005280604043518794 0.019760028294964857 0.0056885741677513415 0.0029665510499495683 0.036598800574554453 0.0038730204647814304 0.0093270749067661182 0.014914823857693868 0.16270366179969048 0.020211323615829099 leaf_weight=214.17829775786959 4.5777505201986051 386.67276383732678 4995.0760679949599 438.00736556199263 2946.1868459167599 536.8447965211235 11.607607417041434 3042.4192798575095 162.65084676159313 418.9228641136433 367.1725493442209 15.97151712421328 6.6403872718219636 86.670500076870667 85.053114695707336 39.167968619003659 116.88374287995975 47.783923307753867 7.7549455063999622 13.128455700934863 50.111278438620502 2.8449331494630306 29.018712590885116 114.90575440315297 0.57106714771361755 36.896954775496852 7.9454735300678303 1.6831131247163285 0.34629289933945984 0.32275520247640088 leaf_count=9495 307 38594 256425 14570 196938 19024 827 214778 16003 54170 36459 989 1872 5339 3661 3654 5410 4857 249 385 7274 43 7984 7128 8 4365 280 37 14 41 internal_value=0 -5.32799e-06 -0.000194942 0.000105196 -0.000748567 0.000322888 -0.000826029 0.000491124 0.00116133 0.000604449 0.00110541 0.00237009 -0.00574209 -5.38879e-05 -0.00156606 -0.000348488 0.000501223 -0.00386831 0.00202655 -0.00185835 -6.72588e-05 -0.00393536 0.000172818 0.00213301 0.00281216 0.00682249 0.0168353 0.0372431 0.0675476 0.093964 internal_weight=0 14183.4 8989.89 5829.53 3160.37 5193.55 663.358 4530.19 1458.75 1072.08 909.429 437.55 22.6119 5383.76 388.688 254.233 215.065 134.454 445.762 98.1816 471.879 52.9562 3071.44 126.513 414.938 47.7657 10.8687 2.92323 1.24012 0.669048 internal_count=911180 910873 500983 294550 206433 409890 26979 382911 160149 121555 105552 44065 2861 279731 23306 13110 9456 10196 14819 4046 61487 7317 222762 7955 41204 4745 380 100 63 55 is_linear=0 shrinkage=0.01 Tree=784 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 1 4 6 4 1 10 4 1 10 10 1 10 1 1 1 10 1 1 1 4 4 1 1 split_gain=333.803 222.957 27.5502 19.0423 15.5924 14.6175 9.36788 7.80505 7.61581 7.07505 6.32123 5.3064 8.79625 13.3591 5.79472 6.54269 9.52752 9.911 5.93444 11.4608 22.3852 38.653 7.46374 13.5347 23.4518 10.2179 12.253 9.33433 7.3912 24.4139 threshold=0.99998754262924205 4.0456557144352709e-06 0.00014260681928130004 5.5826109246481803e-07 0.99894970655441295 0.99999946355819713 0.068259380757808671 0.58847248576850109 2.5000000000000004 300.50000000000006 6.5000000000000009 0.30048543689320389 5.7829336697068367e-07 7.5000000000000009 0.50144508670520238 1.0372787642154437e-06 2.0469068431339114e-06 0.30471628592483424 1.082918970496394e-06 0.44018348623853215 0.33218390804597703 0.41699475065616803 1.6107038618429217e-06 0.44405320813771521 0.45022522522522529 0.49844720496894418 3.5000000000000004 6.5000000000000009 0.35737937559129612 0.35025773195876292 decision_type=2 2 2 2 2 2 2 2 10 8 10 2 2 10 2 2 2 2 2 2 2 2 2 2 2 2 10 8 2 2 left_child=1 3 -3 10 6 -2 9 8 -5 -4 -1 12 13 -10 15 -13 17 -17 19 20 -19 -22 27 28 -25 -26 -27 -20 29 -24 right_child=5 2 4 7 -6 -7 -8 -9 11 -11 -12 14 -14 -15 -16 16 -18 18 22 -21 21 -23 23 24 25 26 -28 -29 -30 -31 leaf_value=-0.0083696436943713447 0.0052405550338275285 -0.0018006885312552288 0.026817246306734176 -0.004309613665350878 0.0017460642300331504 0.0094492723319689713 0.00025200197103300299 -0.0076148545240702619 -0.010011198269913382 -0.00033038301048525585 0.0022609860850233104 -0.0028843749410892351 -0.003840106490227123 0.11396702169285813 -0.0064355579238242755 0.15225394504058826 0.0026527278818100552 0.4086939146983285 0.0050471218778166214 -0.010024594034398393 -0.010013882580557449 0.45995126389311525 0.024735246864052953 0.24121484554439487 -0.010018997506406167 0.16248302804652781 -0.01001325409697206 0.11542045658124744 -0.010016372923235973 0.3253232855727658 leaf_weight=291.79179972887505 108.48256633942947 810.83177277172217 0.96018675714731216 179.95205360389082 551.22085241787136 344.85272677236935 7166.8392756702378 61.73883144420688 0.18936882066191429 4637.8134290091693 5.7028202835645052 2.8057770674349722 14.549164699099491 0.16064318281132728 2.7954533172887741 0.061605579801835453 3.1567499031079933 0.023882860899903213 1.9915029056137434 0.10061454895185307 0.098573205526918173 0.021278271626215428 0.28774787497241028 0.079599633580073714 0.15272824099520221 0.11593947000801563 0.063862260722089559 0.0796881733695044 0.45102026278618723 0.029820751748047769 leaf_count=316902 17679 150228 6 92832 19920 97869 49072 29458 212 107323 9426 2998 9510 38 2635 31 2387 16 1557 65 83 20 216 34 118 61 53 36 369 26 internal_value=0 -0.000279291 -1.50396e-05 -0.00642261 0.000102131 0.00844213 2.53737e-05 -0.00449403 -0.00356398 -0.000324764 -0.00816586 0.0013663 -0.00264834 0.0468904 0.00622304 0.00993996 0.0152987 0.0265191 0.0243036 0.0718318 0.129132 0.0734231 0.0207323 0.0407976 0.0870337 0.0501264 0.101216 0.00929369 0.0160051 0.0529615 internal_weight=0 13734.1 13167.7 566.401 12356.8 453.335 11805.6 268.906 207.167 4638.77 297.495 27.215 14.8992 0.350012 12.3158 9.52039 6.71461 3.55786 3.49626 0.244349 0.143734 0.119851 3.25191 1.18072 0.41213 0.33253 0.179802 2.07119 0.768589 0.317569 internal_count=911180 795632 326549 469083 176321 115548 156401 142755 113297 107329 326328 20465 9760 250 10705 8070 5072 2685 2654 184 119 103 2470 877 266 232 114 1593 611 242 is_linear=0 shrinkage=0.01 Tree=785 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 10 10 9 9 1 9 10 9 1 1 10 9 10 9 4 9 4 9 1 4 10 1 1 9 10 split_gain=329.843 220.011 27.0635 24.4814 19.0695 14.6626 14.5239 21.1055 20.9663 12.8959 12.1887 10.2305 10.2166 10.0657 10.5246 10.1745 9.01725 9.71497 8.98689 8.90514 11.1741 8.72653 14.5887 38.7569 9.17254 10.3009 22.4372 39.8214 15.9286 16.3976 threshold=0.99998754262924205 4.0456557144352709e-06 0.0006371206545736001 5.3250000000000011 2.3838758522742867e-07 0.99999946355819713 0.99894970655441295 7.5550000000000006 3.3950000000000005 0.85307609282245023 6.285000000000001 0.97252115607261669 3.2350000000000008 0.045804195804195758 0.34387500000000004 0.99997490644454967 3.3250000000000006 2.9517374969145752e-05 3.3550000000000004 3.5000000000000004 5.8950000000000005 3.5000000000000004 6.3250000000000011 0.43597197376267149 4.5000000000000009 4.3709032127026154e-07 0.29041268697062544 0.27608892921960076 9.7700000000000014 2.8712820210330397e-07 decision_type=2 2 2 10 2 2 2 8 10 2 10 2 10 2 2 2 8 2 10 10 10 8 10 2 10 2 2 2 10 2 left_child=1 4 3 9 -1 -2 8 12 11 16 -6 -4 -8 -14 15 -15 -3 -18 -13 -16 -21 -12 23 -23 25 26 27 28 -24 -30 right_child=5 2 6 -5 10 -7 7 -9 -10 -11 21 18 13 14 19 -17 17 -19 -20 20 -22 22 24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0088087635593535087 0.0052148766435497042 -0.0037643379055385252 -0.00070003741581255315 0.00095155507899577355 -0.0057294749273159862 0.0094430141663189651 0.0034476390606404568 0.0057402682082710824 0.00036869965017694294 0.0020240497444921715 -0.0020754445144106695 0.0016942713153214775 0.0030136488196611175 -0.0034881706283114893 0.00064181911708879218 -0.019133759640935794 -0.0037101675055432699 -0.0010393445180560067 -0.010983258607150961 -0.0026831335504512071 -0.025479546435408864 0.29108250888982456 -0.010009637452522837 -0.010016403094815376 -0.010029910519478371 0.0094447877143103293 -0.010009861818530244 0.58185555993001015 -0.010009678591727149 0.1914812516393827 leaf_weight=207.43845030252123 107.92935626022518 307.18752838938963 3386.7503695925698 363.69160740193911 306.85803718707757 341.64652415580349 108.1863944446668 106.01861435035244 7515.9398109749891 72.845845605887007 41.516924256284256 242.74116610456258 79.898846792057157 58.621241547167301 181.89934484474361 4.4737354926764956 182.53855765482876 536.39728853967972 5.7234966345131388 8.4213054738938791 2.8874631915241471 0.066419803712050363 0.11573101955582377 0.11995627166470513 2.0565831909480039 4.1084398660168517 0.30181504954816774 0.0168956475390587 0.055424733058316633 0.14888896566117182 leaf_count=235053 17679 20375 25992 47341 202899 97869 5667 9002 85035 4905 25558 6709 1405 637 3018 78 58195 58026 51 86 27 39 149 95 2618 2038 398 16 71 149 internal_value=0 -0.000276661 -1.48936e-05 -0.00129736 -0.0063995 0.00842797 0.00014541 0.00173117 6.71392e-05 -0.00204161 -0.00499314 -0.000556348 0.000774715 -8.54054e-05 -0.00105149 -0.00459752 -0.00233023 -0.00171747 0.00140224 0.000106516 -0.00850373 -0.000335044 0.0100018 0.0972878 0.00761076 0.0152531 0.0526116 0.108705 0.0837265 0.136822 internal_weight=0 13727 13164.2 1462.66 562.804 449.576 11701.6 550.407 11151.2 1098.97 355.365 3635.22 444.388 336.202 256.303 63.095 1026.12 718.936 248.465 193.208 11.3088 48.5071 6.99015 0.186376 6.80378 4.7472 0.638755 0.33694 0.320045 0.204314 internal_count=911180 795632 326549 188842 469083 115548 137707 19920 117787 141501 234030 32752 10918 5251 3846 715 136596 116221 6760 3131 113 31131 5573 134 5439 2821 783 385 369 220 is_linear=0 shrinkage=0.01 Tree=786 num_leaves=31 num_cat=0 split_feature=6 9 4 5 9 4 9 5 5 5 9 9 4 9 9 2 2 5 9 4 5 9 2 5 9 5 9 2 2 2 split_gain=9.02137 8.62982 10.7877 12.9372 12.6795 7.84074 17.7599 8.38371 7.49994 9.86818 21.9109 13.9967 16.7368 15.7364 11.6505 10.9419 25.5116 13.0153 10.8709 22.9829 22.9737 17.2721 14.586 45.5828 38.8211 13.0106 19.402 16.8246 17.5098 15.238 threshold=1.0000000180025095e-35 5.2550000000000008 3.5000000000000004 1351.5000000000002 4.455000000000001 10.500000000000002 4.9150000000000009 1.0000000180025095e-35 438.50000000000006 9.5000000000000018 6.1150000000000011 5.3150000000000004 1.5000000000000002 5.2650000000000006 6.2350000000000012 0.69056183624528955 0.71516754850088193 1.0000000180025095e-35 5.4450000000000012 2.5000000000000004 336.50000000000006 5.455000000000001 0.20112359550561798 83.500000000000014 5.3650000000000011 10.500000000000002 5.7750000000000012 0.92890109890109895 0.77728174603174616 0.79516317016317017 decision_type=10 8 10 2 10 10 10 2 2 2 10 8 10 10 10 2 2 2 8 10 2 8 2 2 10 2 8 2 2 2 left_child=1 2 -1 5 -5 -4 -7 -8 9 10 11 12 15 -14 -12 17 -17 -3 19 -11 22 -20 23 -21 -25 26 -23 28 -28 -30 right_child=-2 8 3 4 -6 6 7 -9 -10 18 14 -13 13 -15 -16 16 -18 -19 21 20 -22 25 -24 24 -26 -27 27 -29 29 -31 leaf_value=-0.00012647444102569167 0.015100125039663665 -0.00089785245607838337 -0.0026985724898173293 0.13311715634309176 -0.010057486185982061 -0.0021304326241879746 -0.026847886652450092 0.01397811460382393 -0.0029576298787474748 -0.0024643106659580829 -0.0041943244094484874 0.00019129951881337252 0.0090800705019024631 -0.003957785521773261 -0.000921286892939711 0.027710907892822451 0.0055934982059936559 0.0053899677034546772 0.00970664669712357 0.0049906513121120285 0.021010995955992283 -0.0041928502249196156 0.00032785577378299314 0.15291409243273651 0.00437796845554571 0.00093658646708700373 0.0055551408742314538 -0.0095773053541379077 0.047417604943686208 0.015938785122971776 leaf_weight=8662.0218182620301 3.9550774938543318 57.481359170749784 270.98181311984081 0.13983715616632153 0.11091591557487845 30.676464934425894 0.52594643959309806 11.525714675139168 68.890546451701084 207.12070711047272 139.64379524701508 2315.6565425035369 11.194400549982673 53.503577131545171 491.62898618576583 5.8895427687675683 45.546466464293189 77.041101711045485 23.681586937687825 3.5507801600033408 7.6294797583832397 14.40515991655411 39.766253383044386 0.42838041996583331 0.29860805650241673 1581.4709882148309 21.808751103293616 4.2628396953805341 1.7239307262352657 14.240104568132663 leaf_count=467621 246 2231 31341 6 50 1586 49 333 11668 36388 3541 135729 1087 4462 31651 235 2295 3319 2022 304 373 983 10740 73 39 159101 594 2871 42 200 internal_value=0 -4.83039e-06 -0.000192475 -0.00201341 0.0697865 -0.0020708 0.00191052 0.0121964 0.000319894 0.000364011 2.37177e-05 0.000434274 0.00267896 -0.0017019 -0.00164532 0.00420313 0.00812599 0.00270319 0.000930623 -0.000975817 0.00499045 0.00122755 0.00221531 0.0197611 0.0919034 0.00110496 0.00582274 0.00925498 0.0113803 0.0193381 internal_weight=0 14162.8 8975.98 313.961 0.250753 313.71 42.7281 12.0517 5186.86 5117.97 3197.59 2566.31 250.656 64.698 631.273 185.958 51.436 134.522 1920.39 258.794 51.6735 1661.59 44.044 4.27777 0.726988 1637.91 56.4408 42.0356 37.7728 15.964 internal_count=911180 910934 500986 33365 56 33309 1968 382 409948 398280 184550 149358 13629 5549 35192 8080 2530 5550 213730 47917 11529 165813 11156 416 112 163791 4690 3707 836 242 is_linear=0 shrinkage=0.01 Tree=787 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 10 10 9 9 5 1 1 5 1 9 9 9 5 9 9 9 9 2 2 10 5 5 9 9 1 split_gain=325.937 217.068 26.622 21.941 19.0721 14.7082 13.4853 20.8063 18.233 12.999 22.8188 30.9197 14.25 32.42 43.8652 15.3056 12.0598 11.1036 11.5691 11.5438 10.9775 18.8154 13.5717 13.2152 12.9543 17.9012 14.7233 18.2153 18.296 20.9863 threshold=0.99998754262924205 4.0456557144352709e-06 0.0023884368129074005 3.9350000000000005 2.3838758522742867e-07 0.99999946355819713 0.99894970655441295 7.5550000000000006 3.3950000000000005 81.500000000000014 0.84680573663624525 0.85307609282245023 83.500000000000014 0.55028089887640463 4.9250000000000007 5.7750000000000012 6.285000000000001 158.50000000000003 3.1750000000000003 3.0850000000000004 6.3850000000000007 7.035000000000001 0.34514106583072107 0.66349106014087067 0.0019640936516224501 120.50000000000001 317.50000000000006 5.5050000000000008 5.3350000000000009 0.24494897959183673 decision_type=2 2 2 8 2 2 2 8 10 2 2 2 2 2 8 10 10 2 10 10 10 10 2 2 2 2 2 10 10 2 left_child=1 4 3 -3 -1 -2 8 -8 17 -5 12 -12 13 -11 -15 -16 -6 -4 19 -19 23 22 -22 -14 26 -26 -25 28 -28 -30 right_child=5 2 6 9 16 -7 7 -9 -10 10 11 -13 20 14 15 -17 -18 18 -20 -21 21 -23 -24 24 25 -27 27 -29 29 -31 leaf_value=-0.0087979229290483015 0.0051890554575814854 -0.0024720204080090503 -0.00063545054782827295 -0.00071691147635742733 -0.0057042864737285523 0.0094367427967669594 0.00077016355362041647 0.0057121060204882359 0.00039748459666597572 0.0058433775192165286 0.086172589261162807 0.011288843665320951 -0.0021615262703579444 0.2627598685637545 0.012147220893930786 0.11036918613959859 -0.00033675038844903284 0.0022846964667664806 -0.0041051244412448305 0.012083134663291903 0.052078512103585689 0.0023242556143270032 0.014510009925237757 0.00023647585856273579 0.056786929264815107 0.0069404611311414009 0.010397041478541513 -0.010111551597384876 0.056718117073401145 -0.010072160078720643 leaf_weight=205.60989867080934 107.37851736333687 698.4628034766065 3124.5989781408571 1364.1602777189692 305.08375425112899 338.48484953446314 444.09630882414058 105.41383269382641 7038.2516087014228 3.1145583139150399 0.72246382082812433 2.3285992600722238 104.91344096767716 0.10995208210078988 0.43901598593220115 0.2484190515242517 48.515614949050359 118.19068412296474 25.276788784191012 13.385362587869166 1.1179321678355325 27.361455998616293 6.8755150391953066 63.429411742719822 1.0443555200472467 2.3230914762243629 9.7435360307572392 3.2087764097377649 1.9329571072012179 0.62177247466752295 leaf_count=235053 17679 42592 26099 131034 202899 97869 10918 9002 64381 478 39 345 23003 23 66 21 31131 851 238 98 37 1456 589 12167 53 121 2066 495 227 150 internal_value=0 -0.000274047 -1.47792e-05 -0.000994149 -0.00637608 0.00841376 0.000191756 0.00171819 0.000110475 -0.000346448 0.00185527 0.0290206 0.00148931 0.0204096 0.0773045 0.0476418 -0.00496783 -0.00050512 0.00209115 0.0032815 0.00115677 0.00626728 0.0197642 0.000191674 0.00319132 0.0223995 0.00237189 0.0111065 0.0166426 0.0404626 internal_weight=0 13720.6 13161.4 2292.16 559.209 445.863 10869.2 549.51 10319.7 1593.7 229.535 3.05106 226.484 3.91195 0.797387 0.687435 353.599 3281.45 156.853 131.576 222.572 35.3549 7.99345 187.217 82.3039 3.36745 78.9365 15.507 12.2983 2.55473 internal_count=911180 795632 326549 214962 469083 115548 111587 19920 91667 172370 41336 384 40952 588 110 87 234030 27286 1187 949 40364 2082 626 38282 15279 174 15105 2938 2443 377 is_linear=0 shrinkage=0.01 Tree=788 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 10 9 10 9 9 3 2 9 2 3 9 9 2 10 0 2 2 2 3 3 9 2 10 9 9 split_gain=322.063 214.177 26.3708 19.4336 38.3603 19.0745 15.2954 14.7522 14.2388 11.9505 10.2113 12.2441 8.6022 7.54524 7.49304 20.0642 7.44207 9.16751 12.3762 9.08885 14.2172 8.04894 11.2213 6.95679 14.8248 11.6688 10.285 14.4029 8.77335 8.04032 threshold=0.99998754262924205 4.0456557144352709e-06 0.00014260681928130004 3.3950000000000005 0.97252115607261669 2.3838758522742867e-07 5.8950000000000005 0.99999946355819713 2.1250000000000004 6.285000000000001 24.500000000000004 0.41696642685851326 3.8750000000000004 0.091229193341869366 10.500000000000002 1.0000000180025095e-35 3.2650000000000001 0.70853559870550176 0.99473056197166454 1.0000000180025095e-35 0.49341991341991348 0.46186166774402071 0.45488466757123475 9.5000000000000018 7.5000000000000009 5.0050000000000008 1.0000000180025095e-35 0.94052824378013633 5.8350000000000009 6.4750000000000005 decision_type=2 2 2 10 2 2 10 2 10 10 10 2 10 2 10 8 10 2 2 2 2 2 2 8 10 10 2 2 10 10 left_child=1 5 6 4 -4 -1 -3 12 14 -7 -11 -12 -2 -8 15 -6 21 18 -18 -20 -21 22 -10 24 25 -5 28 -28 -26 -30 right_child=7 2 3 23 8 9 13 -9 16 10 11 -13 -14 -15 -16 -17 17 -19 19 20 -22 -23 -24 -25 26 -27 27 -29 29 -31 leaf_value=-0.0087870873509555223 0.0075284873617239368 -0.0023602903792984183 -0.0007943746029018667 -0.0043478371923764223 -0.084509150979476061 -0.0056795128876579431 -0.0050928251006749619 0.0094303942699406427 -0.00046267894256883408 -0.004281317509921583 -0.0067902135381385431 0.010033753286820643 0.0017589838781361792 0.0023312727656034141 0.0048705027950795695 -0.0023220174192908997 0.0019276343193463704 0.0077358610983257695 -0.0062894472586736095 -0.0053374862367593749 -0.037982538628739938 0.0030817326997763066 -0.031458965917509574 0.00044490602130865131 -0.0032161172109574734 0.0013050215603896893 -0.0042251388823921904 0.0043692050141964315 -0.01831939132848091 -0.0036690567750901578 leaf_weight=203.81381145742489 63.04045515449252 680.38613048847765 3656.2547039859928 43.180646272143349 0.31668936461210151 303.35902977487422 15.606311107752843 335.34134203591384 85.143398619256914 27.86944215229596 6.1728529008396462 14.457064225105567 43.795717764645815 111.45347953541204 174.84651603060775 4.7871476165018976 10.007541172206407 5.509532378986477 8.6498043779283744 2.4858630821108809 2.8792822379618883 125.09984895028174 1.1841911477968086 7859.1767297948245 16.451090955175459 236.61169205838814 76.100978885777295 26.217161023057997 11.321650356054308 5.5985197508707634 leaf_count=235053 13857 135150 33739 905 26 202899 1437 97869 2151 18976 3700 8455 3822 13641 13736 427 84 63 136 48 72 3152 29 116504 200 3227 1338 274 123 87 internal_value=0 -0.000271439 -1.46466e-05 9.98089e-05 -0.000465267 -0.00635273 -0.00176552 0.00839942 0.00239355 -0.00494263 -0.000333495 0.00499971 0.00516338 0.0014194 0.00452187 -0.00742167 0.0008041 -0.00389819 -0.00656644 -0.0126317 -0.0228569 0.00146091 -0.000887868 0.000378238 -0.00088284 0.00043261 -0.0035953 -0.00202299 -0.00841609 -0.0134719 internal_weight=0 13714.9 13159.3 12351.8 4077.16 555.672 807.446 442.178 420.91 351.858 48.4994 20.6299 106.836 127.06 179.95 5.10384 240.959 29.532 24.0225 14.0149 5.36515 211.427 86.3276 8274.66 415.482 279.792 135.689 102.318 33.3713 16.9202 internal_count=911180 795632 326549 176321 53663 469083 150228 115548 19924 234030 31131 12155 17679 15078 14189 453 5735 403 340 256 120 5332 2180 122658 6154 4132 2022 1612 410 210 is_linear=0 shrinkage=0.01 Tree=789 num_leaves=31 num_cat=0 split_feature=8 9 4 5 9 4 9 5 4 5 5 9 9 4 9 9 9 4 5 9 2 5 5 9 2 2 2 5 2 2 split_gain=8.92001 8.33054 10.5687 12.0833 10.8608 7.71259 17.4758 8.29525 7.44024 7.39046 9.44608 21.5348 13.7474 16.387 15.4266 11.2846 10.7769 21.5792 19.147 16.6972 13.3098 45.0264 12.8818 19.0682 16.4173 17.2387 14.165 11.5875 10.6792 24.49 threshold=inf 5.2550000000000008 3.5000000000000004 1351.5000000000002 4.455000000000001 10.500000000000002 4.9150000000000009 1.0000000180025095e-35 11.500000000000002 497.50000000000006 9.5000000000000018 6.1150000000000011 5.3150000000000004 1.5000000000000002 5.2650000000000006 6.2350000000000012 5.4450000000000012 2.5000000000000004 276.50000000000006 5.455000000000001 0.15074051531750862 83.500000000000014 10.500000000000002 5.7750000000000012 0.92890109890109895 0.77728174603174616 0.79516317016317017 91.500000000000014 0.69056183624528955 0.71516754850088193 decision_type=8 8 10 2 10 10 10 2 10 2 2 10 8 10 10 10 8 10 2 8 2 2 2 8 2 2 2 2 2 2 left_child=-1 2 -2 5 -5 -4 8 -8 -7 10 11 12 13 28 -15 -13 17 -12 20 -18 21 -19 23 -21 25 -25 -27 -23 -3 -30 right_child=1 9 3 4 -6 6 7 -9 -10 -11 16 15 -14 14 -16 -17 19 18 -20 22 -22 27 -24 24 -26 26 -28 -29 29 -31 leaf_value=0.015074247564954259 -0.00012396914894069374 0.0026749031439357485 -0.0026746711731150457 0.12008919764211121 -0.010058249937826905 0.026304431677681182 -0.027117656486619762 0.013900449493036093 -0.0029623381143306315 -0.0033320635796827832 -0.0024244870071063961 -0.0041421420561145519 0.00018583854934318335 0.0089788708717075828 -0.0039281725628745254 -0.00092185561939184192 0.0095161940705154047 0.0058880702619469195 0.016300323945238528 -0.0041581542005088082 -0.00024726444051944896 0.17730815171384945 0.00091395581719095817 0.0054981641094195401 -0.0095409582254943667 0.04592020799872084 0.015857551827208459 0.074595248344692805 0.027081931872921402 0.0055344127841772542 leaf_weight=3.9240883412421681 8650.3581860598933 134.54337143123848 270.21222393013886 0.15339300024788727 0.11017247542622499 0.89480908110272395 0.51517341111320902 11.473683082498608 29.695860098581761 54.990139053290477 208.61059032077901 139.80678486794932 2311.8544198003365 11.203960522834675 53.374095531122293 490.90981078479672 23.801811026525684 3.3326344898669045 11.277113689953692 14.377781293413134 37.139245083759306 0.15962385683087621 1591.4047325461579 21.802290567255113 4.2111436399864024 1.7622160482569587 14.172435539308934 0.35212741277064197 5.964985115802846 45.577238379628398 leaf_count=255 467621 5550 31341 6 50 31 49 333 1555 9228 37033 3541 135721 1087 4462 31650 2034 205 994 983 10440 12 160711 594 2871 42 200 51 235 2295 internal_value=0 -4.78905e-06 -0.000189292 -0.00199431 0.0656865 -0.00205134 0.00190437 0.0121379 -0.00210625 0.000314435 0.000353556 1.96031e-05 0.000427019 0.00265141 -0.00168887 -0.00163568 0.000905402 -0.000984945 0.00476131 0.00120042 0.00158622 0.0192989 0.0010803 0.00578013 0.00918649 0.0112763 0.0191822 0.106633 0.00415764 0.00802811 internal_weight=0 14144 8963.41 313.055 0.263565 312.792 42.5795 11.9889 30.5907 5180.63 5125.64 3193.23 2562.52 250.664 64.5781 630.717 1932.4 260.871 52.2607 1671.53 40.9836 3.84439 1647.73 56.3259 41.9481 37.7369 15.9347 0.511751 186.086 51.5422 internal_count=911180 910925 500986 33365 56 33309 1968 382 1586 409939 400711 184541 149350 13629 5549 35191 216170 48735 11702 167435 10708 268 165401 4690 3707 836 242 63 8080 2530 is_linear=0 shrinkage=0.01 Tree=790 num_leaves=31 num_cat=0 split_feature=8 9 1 1 1 9 1 9 5 1 0 5 9 9 1 1 2 1 1 9 9 5 9 1 9 1 1 1 9 5 split_gain=8.82501 8.16421 12.7721 11.0461 19.5134 28.578 15.8402 9.8135 10.3656 9.79885 13.46 9.25812 15.5541 22.7238 9.619 8.68058 16.3272 13.1284 11.7766 11.3432 8.5558 8.48942 10.4819 11.1024 9.88665 8.80392 11.5409 18.154 12.3004 9.92064 threshold=inf 5.2550000000000008 0.98936170212765973 0.68772163120567387 0.68438714235252573 5.0250000000000012 0.74095860566448812 5.1050000000000013 109.50000000000001 0.7696153846153847 1.0000000180025095e-35 2.5000000000000004 5.2350000000000012 5.0650000000000004 0.84248120300751894 0.76024883359253514 0.18237250554323722 0.83424908424908439 0.75110619469026563 2.4750000000000005 5.4350000000000014 212.50000000000003 4.0850000000000009 0.074188739823414715 5.0550000000000006 0.51630627437079057 0.48295234405269277 0.41202270381836947 5.0050000000000008 18.500000000000004 decision_type=8 8 2 2 2 10 2 10 2 2 2 2 10 10 2 2 2 2 2 10 8 2 10 2 10 2 2 2 10 2 left_child=-1 2 3 4 7 -6 -5 21 -9 -3 -11 12 13 15 -14 18 17 -17 -8 -18 -12 24 -23 -24 25 26 27 28 -2 -28 right_child=1 9 -4 6 5 -7 11 8 -10 10 20 -13 14 -15 -16 16 19 -19 -20 -21 -22 22 23 -25 -26 -27 29 -29 -30 -31 leaf_value=0.015063672608195746 2.9419615051907026e-05 0.00047767656980283454 0.001370519909249934 -0.0041401071925116625 -0.0045653295188034159 0.014975399904428378 -3.0429276619398491e-06 -0.00090137789184819759 -0.0048620934256406751 -0.0015171239522698225 -0.0060898229808007617 0.0011931279447417852 -0.0097283699891770898 -0.010557535189190555 0.018141491691742041 0.0064314441789011792 -0.018744241309038397 -0.0035341746606410282 0.022819194936812139 -0.0054969737215386739 0.0029404313310812118 0.0029804880807718509 -0.010278585216830791 0.00020331769611907417 0.001570343600950161 -0.0011310196825657594 0.0010959880122554683 -0.0021735117960417806 -0.0026105371912888021 -0.0024777935333759223 leaf_weight=3.8877567530144006 3641.0658383123518 4519.2645336056303 497.03316465683747 171.23146476940019 11.991667466965739 19.911565304297255 160.16327155055478 701.53676792079932 72.947082577826222 535.72396440352895 11.549476680113001 180.37596197272069 1.5566019499674428 28.267532096884679 6.0580578736262396 21.685083300282713 7.6393653976265332 33.859897522663232 2.2933966820128253 42.002633589727338 114.59727200039197 192.82586887310026 10.986978036060462 125.88464322258369 312.7257632020337 964.24662302035722 1012.8448064633994 473.86386582747218 185.48366548784543 84.1271505287732 leaf_count=255 154273 382967 16243 14242 1099 459 6491 59638 18192 19004 827 14326 105 2208 57 921 126 1220 93 2114 7141 9412 1138 21211 25219 60791 39057 31148 14165 7038 internal_value=0 -4.74658e-06 -0.000187418 -0.000278888 -0.00017427 0.0076305 -0.00152613 -0.000206281 -0.00127443 0.000311248 -0.000825129 -0.000601156 -0.00166744 -0.00203058 0.0124443 -0.00112999 -0.00336812 0.000356461 0.000319138 -0.00753558 0.00211366 -8.81692e-05 0.00147826 -0.000638087 -0.000165547 -0.00025088 -9.36427e-05 -0.000327188 -9.85465e-05 0.000821913 internal_weight=0 14143.7 8962.61 8465.58 7810.44 31.9032 655.133 7778.54 774.484 5181.14 661.871 483.902 303.526 295.911 7.61466 267.644 105.187 55.545 162.457 49.642 126.147 7004.06 329.697 136.872 6674.36 6361.63 5397.39 4300.41 3826.55 1096.97 internal_count=911180 910925 500986 484743 442840 1558 41903 441282 77830 409939 26972 27661 13335 13173 162 10965 4381 2141 6584 2240 7968 363452 31761 22349 331691 306472 245681 199586 168438 46095 is_linear=0 shrinkage=0.01 Tree=791 num_leaves=31 num_cat=0 split_feature=3 9 3 1 9 2 1 1 3 9 1 9 3 1 4 2 9 1 4 2 1 1 1 3 1 2 4 9 9 4 split_gain=9.30464 7.96566 14.7764 15.0171 14.2847 10.2931 38.3194 9.62191 9.66553 12.1821 14.2879 11.0751 14.0759 17.1202 19.5857 12.7035 11.9345 10.0797 17.5271 9.8878 9.82894 9.57168 11.4895 26.8626 9.15375 9.03462 10.4762 8.79426 8.78813 8.7865 threshold=42.000000000000007 5.2550000000000008 28.500000000000004 0.82683658170914553 3.1750000000000003 0.31281565656565663 0.68438714235252573 0.7696153846153847 28.500000000000004 5.5750000000000011 1.0000000180025095e-35 5.7250000000000005 18.500000000000004 0.31835016835016838 1.5000000000000002 0.96784532671629464 5.745000000000001 0.5100040016006403 5.5000000000000009 0.28629976580796251 0.29289318755256516 0.2965856481481482 0.30048543689320389 6.5000000000000009 0.66751700680272119 0.21498599439775909 4.5000000000000009 9.7700000000000014 5.6650000000000009 4.5000000000000009 decision_type=10 8 8 2 10 2 2 2 8 10 2 10 10 2 10 2 10 2 10 2 2 2 2 10 2 2 10 10 10 10 left_child=1 2 4 24 -1 -6 29 8 9 -3 28 -12 16 15 19 -14 20 21 -19 -15 -13 -18 23 -23 -4 -9 -27 -10 -11 -7 right_child=-2 7 3 -5 5 6 -8 25 27 10 11 12 13 14 -16 -17 17 18 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.00036258638881570514 0.014515074871471837 0.0024526147771056993 -1.2581555060329278e-05 0.0016298678025660333 -0.00323195406798534 -0.0012112044041203132 0.017431478924273741 -0.00065790938717148761 0.00010088918509180132 0.0048055072867541383 -0.0026964685005234617 -0.023018845407871802 -0.00087381171697017718 0.026220196516255713 0.00090997656439875826 0.0046725765877713675 -0.00032262245112406839 -0.0041867320662510874 0.015881131142799435 0.0077330964372109802 0.021417104082081723 0.2047688122035991 0.0031932583675319203 0.015501367509604409 -0.0014718452312390471 -0.0068087932981558 -0.043504751897095469 0.0056404508176319569 -0.0032210298811295446 -0.011239485532430777 leaf_weight=532.82682757487055 4.4145788947935207 477.29664580285316 6200.4962647140201 533.50430350689567 293.39819270753651 919.02553711007931 11.043570591253227 649.28112257548491 3035.1701695233933 15.231051155307794 73.498480213223957 0.56639860544237208 129.30948221244034 2.9922409720602436 58.289557756768772 60.671001294715097 235.33036385045853 80.501116720784921 4.6009411960840216 87.310069383762311 4.1088407498318702 0.093093307194066166 94.288890106923645 0.38559480349067599 461.88600797907566 11.547602464881489 0.83417664939770553 28.931332336913329 130.64825417526299 8.8208712521009129 leaf_count=20860 307 49814 325815 18276 18301 87902 78 25740 214778 899 8642 88 18797 181 5322 1998 31717 11364 74 6885 191 42 9497 104 28720 1209 30 7984 14534 1031 internal_value=0 -5.13458e-06 -0.000185595 1.55234e-05 -0.0010055 -0.00159704 -0.00108614 0.000306994 0.000471892 0.00114298 0.000503728 0.00100991 0.00136908 0.00288616 0.00542881 0.000897449 0.000145755 -3.31471e-05 -0.00310179 0.00834568 0.0160338 0.000757974 0.00344135 0.0523093 -0.000113749 -0.000819275 -0.00928105 0.000153194 -0.00238299 -0.00130654 internal_weight=0 14141.9 8961 7195.89 1765.11 1232.29 938.89 5180.89 4519.22 1455.12 977.825 831.946 758.448 338.572 148.592 189.98 419.875 415.2 85.1021 90.3023 4.67524 330.098 94.7676 0.478688 6662.38 661.663 12.3818 3064.1 145.879 927.846 internal_count=911180 910873 500983 372811 128172 107312 89011 409890 382911 160149 110335 94902 86260 33183 12388 20795 53077 52798 11438 7066 279 41360 9643 146 354535 26979 1239 222762 15433 88933 is_linear=0 shrinkage=0.01 Tree=792 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 10 9 10 9 9 9 4 9 9 1 4 9 4 9 9 1 10 9 10 9 9 9 4 9 4 split_gain=318.163 211.236 25.8793 19.1947 37.6469 19.0898 14.9284 14.7957 14.0165 8.55297 8.19299 7.45184 8.88906 11.2494 12.7653 15.7253 12.2303 10.026 9.29797 9.28018 9.27301 9.11922 11.2899 11.3281 9.01456 10.6815 20.561 18.0874 15.5552 15.9058 threshold=0.99998754262924205 4.0456557144352709e-06 0.00014260681928130004 3.3950000000000005 0.97252115607261669 5.5826109246481803e-07 5.995000000000001 0.99999946355819713 2.1250000000000004 3.8750000000000004 9.0500000000000025 1.5000000000000002 9.7700000000000014 6.9850000000000012 0.82683658170914553 3.5000000000000004 5.4250000000000007 11.500000000000002 4.9150000000000009 4.7950000000000008 0.86715686274509818 0.99894970655441295 7.0550000000000006 0.8784809708595277 5.5750000000000011 6.1150000000000011 6.1550000000000011 4.5000000000000009 5.7650000000000006 3.5000000000000004 decision_type=2 2 2 10 2 2 10 2 10 10 10 10 10 10 2 10 10 10 10 10 2 2 10 2 10 10 10 10 10 10 left_child=1 5 6 4 -4 -1 -3 9 -6 -2 -7 -5 13 14 16 20 17 -13 19 -19 -16 22 23 -15 -18 27 -27 28 29 -26 right_child=7 2 3 11 8 10 -8 -9 -10 -11 -12 12 -14 21 15 -17 24 18 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.0081068926292910647 0.0075086753440935577 -0.0023201322585077893 -0.00078875934271457968 0.00057517806419375695 0.0044919376504003955 -0.0048299909083114176 0.0015015057216715641 0.0094239314686154572 0.00079749765222209077 0.0017437243983274831 0.0025838661335195147 -0.00073851076078219728 0.0060974863694257557 -0.0073946950461390142 0.01019501998868122 -0.0039729356461934715 0.0030152220129961173 0.0085991979329779582 0.012352225616527976 -0.0084383606899640536 0.00318962589735721 0.0022622406720223726 -0.0023353760613998254 -0.030569154207599838 -0.001687866282925117 0.013452479991040933 0.0011891293728522546 0.0061057432937050996 -0.0042693928607964457 0.0053989981047797928 leaf_weight=288.36530922300881 62.562659884337336 685.89993129880168 3655.1018127016723 5734.6468335513491 179.04664179915562 247.8441009138478 120.1146616662154 332.17164053022861 240.81463315524161 43.718750764383003 15.859571199689524 1395.3267550517339 23.114943731576204 12.112612639553843 25.662964371964335 24.185337534174323 165.95389012526721 6.2736312411725539 11.345481984782962 6.519047630019486 71.652058799751103 39.604451190680265 196.63474286254495 2.5540766045451155 103.34025632450357 14.520729755051432 233.85111956065521 33.133148012217134 127.96995883528143 45.664402732159942 leaf_count=326328 13857 136398 33739 76846 14189 134820 13830 97869 5735 3822 7935 30263 324 165 291 359 2888 116 124 78 795 1561 1738 24 1528 182 2566 295 1888 627 internal_value=0 -0.000268828 -1.45196e-05 9.87948e-05 -0.000462993 -0.00632865 -0.00175062 0.00838484 0.00237296 0.00513727 -0.00438411 0.000375474 -7.55067e-05 -0.000132212 9.03064e-05 0.00324354 -8.83955e-05 -0.000627972 0.00576183 -8.30067e-05 0.00503702 -0.00214131 -0.00296667 -0.0114303 0.000968858 0.000360774 0.00190609 -0.000876902 -0.0017122 0.000483995 internal_weight=0 13707.1 13155 12349 4074.96 552.069 806.015 438.453 419.861 106.281 263.704 8274.07 2539.42 2516.3 2265.4 121.5 2143.9 1419.46 24.1382 12.7927 97.315 250.906 211.301 14.6667 724.434 558.48 248.372 310.108 276.975 149.005 internal_count=911180 795632 326549 176321 53663 469083 150228 115548 19924 17679 142755 122658 45812 45488 42000 1445 40555 30581 318 194 1086 3488 1927 189 9974 7086 2748 4338 4043 2155 is_linear=0 shrinkage=0.01 Tree=793 num_leaves=31 num_cat=0 split_feature=10 10 10 10 9 10 10 9 9 5 9 5 1 2 5 9 10 9 1 0 9 5 9 5 9 5 5 5 9 0 split_gain=314.376 208.412 25.4065 19.1198 18.8149 36.9501 14.8368 14.7484 13.84 13.1308 11.7847 11.5988 10.061 9.1935 10.9746 8.70716 12.9998 12.0881 9.07497 8.62362 8.50378 20.793 21.6445 8.7194 8.17266 20.8665 55.3667 8.00691 8.42803 17.7296 threshold=0.99998754262924205 4.0456557144352709e-06 0.00014260681928130004 2.3838758522742867e-07 3.3950000000000005 0.97252115607261669 0.99999946355819713 5.3250000000000011 2.1250000000000004 1813.0000000000002 6.285000000000001 182.50000000000003 0.31601439496176342 0.70341435185185197 615.50000000000011 2.1250000000000004 0.00042608799412840006 2.0250000000000004 0.31835016835016838 1.0000000180025095e-35 3.8750000000000004 38.500000000000007 4.9850000000000012 117.50000000000001 6.3250000000000011 12.500000000000002 2.5000000000000004 4.5000000000000009 3.3250000000000006 1.0000000180025095e-35 decision_type=2 2 2 2 10 2 2 8 10 2 10 2 2 2 2 10 2 8 2 2 10 2 10 2 10 2 2 2 10 2 left_child=1 3 7 -1 5 11 20 -3 -7 -9 -5 19 13 -13 -15 16 17 -14 -17 -4 -2 -22 23 -23 25 26 -12 28 -10 -30 right_child=6 2 4 10 -6 8 -8 9 27 -11 24 12 15 14 -16 18 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.008765983608299676 0.0074891608167513522 -0.0027855401318343138 -0.0012598048723764582 -0.0056278811137942288 0.00037170121958742463 0.0044662002937707517 0.0094174894422212382 -9.5176727938592025e-05 4.8325545698341829e-05 0.041160447557471315 -0.010039055420066572 -0.011197318580534386 0.063057534751327401 -0.00082731712255160888 0.024459414933830585 0.030633080193509642 0.0069261596519371504 0.013534913451270591 0.001660007694242136 -0.00022606227047840442 0.0040430697872113584 -0.025086710283570721 -0.050188402076171562 0.01035638608633337 -0.00079950286878224797 -0.010022332220895229 0.28825859024127382 0.0031844536249295845 0.0018727412709374886 -0.024138251986591627 leaf_weight=200.4021868322161 62.100741360685788 502.63162888336228 2265.4897920102812 299.82277988528949 8274.4408486122265 178.28150037652813 329.09031397243962 301.23209866177058 141.54571501817554 0.77346330473665048 0.16319031897000869 8.377915056422351 0.81748894788325133 35.552082667127252 1.8034052168950427 1.0994649473577727 22.098938073962927 1.2413325123488901 64.634954214561731 1253.483316892758 39.236102525377646 1.1235949620604508 1.4700757917016742 1.8158370126038788 47.69777091301512 0.41556469126953743 0.10056839208118618 88.373524129856378 6.1878160834312421 4.5455063125118613 leaf_count=235053 13857 107585 22050 202899 122658 14189 97869 42569 3932 74 52 101 27 434 39 7 153 24 878 10026 3717 26 20 59 30797 245 37 1658 73 72 internal_value=0 -0.000266265 -1.43783e-05 -0.00630518 9.78154e-05 -0.00045852 0.0083704 -0.00173611 0.00235448 1.04826e-05 -0.0048889 -0.00078098 0.00208864 -0.00172987 0.000393447 0.00403133 0.00916521 0.0331987 0.00214461 -0.000891578 0.0051118 0.00172919 -0.0188598 -0.0031917 -0.000308989 0.0341318 0.103699 0.000790057 -0.000599506 -0.00914278 internal_weight=0 13701.2 13152.6 548.602 12348 4073.53 434.837 804.637 418.934 302.006 348.2 3654.6 135.626 45.7334 37.3555 89.8922 24.1578 2.05882 65.7344 3518.97 105.746 43.6456 4.40951 2.93943 48.3771 0.679323 0.263759 240.653 152.279 10.7333 internal_count=911180 795632 326549 469083 176321 53663 115548 150228 19924 42643 234030 33739 1663 574 473 1089 204 51 885 32076 17679 3822 105 85 31131 334 89 5735 4077 145 is_linear=0 shrinkage=0.01 Tree=794 num_leaves=31 num_cat=0 split_feature=3 4 1 1 4 3 3 4 1 1 3 2 4 2 2 2 1 7 1 2 1 4 4 2 3 2 1 4 2 4 split_gain=9.20182 5.69557 7.87656 7.50915 8.34993 6.33358 5.38747 4.35544 5.00753 12.372 8.14643 7.48998 6.34872 4.31925 10.564 6.75988 5.75882 7.66902 6.84087 5.23026 29.4314 11.2331 8.35931 13.9636 10.7889 5.09709 5.12821 4.87669 5.79966 8.22589 threshold=42.000000000000007 2.5000000000000004 0.63673020527859248 0.62532051282051293 5.5000000000000009 1.5000000000000002 6.5000000000000009 3.5000000000000004 0.78596059113300509 0.80070921985815613 2.5000000000000004 0.22271825396825398 4.5000000000000009 0.95260557053009898 0.94701754385964931 0.93364779874213844 0.24494897959183673 1.0000000180025095e-35 0.22271825396825398 0.68457101658255237 0.31601439496176342 3.5000000000000004 4.5000000000000009 0.67574992574992587 29.500000000000004 0.77296157450796643 0.24165739710789766 5.5000000000000009 0.92705099778270517 3.5000000000000004 decision_type=10 8 2 2 8 10 10 10 2 2 10 2 8 2 2 2 2 2 2 2 2 10 8 2 10 2 2 10 2 10 left_child=1 -1 3 6 -5 -4 -3 -7 11 12 -11 -9 -10 14 15 16 18 19 27 20 21 -18 23 -23 -25 26 -20 28 -8 -30 right_child=-2 2 5 4 -6 7 13 8 9 10 -12 -13 -14 -15 -16 -17 17 -19 25 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31 leaf_value=6.0703256489465969e-05 0.014516541910370882 -0.0038224409996614147 0.014605461445713973 -0.0005135683092483942 0.013601227991503316 -0.00018542477184920099 -0.00047827997584020781 -0.017979735588203143 0.010851785705350853 -0.038431965915594994 -0.0027123972503797287 -0.00432904492703439 -0.010991016453765153 -0.0021461619091963932 0.0084729434886075435 -0.011068046892148789 -0.010006884220846588 0.050826924298751353 0.0020417607063151618 -0.0024521015276035472 -0.00034798060095457886 0.030809209860486696 -0.0086777418422245151 0.043934476964981643 0.13967086455568137 0.013844178965520442 0.01682539619328155 0.0023769799628318672 -0.012226342911331317 0.0216131320970088 leaf_weight=12754.320672440139 4.3649361903662784 43.216694258066127 2.2152873613231341 8.5815503048361297 8.1921153117727936 66.207813357003033 237.89969858300174 4.245491838810266 10.131883927475425 0.64314325095619906 88.273303821799345 75.508739759097807 1.5318520440196159 104.93507505927118 14.462167806574142 5.6258017623331389 0.29728668270399694 0.28859461098909278 24.713160648447232 135.04988220453379 427.34370344859781 0.47896881250198897 0.1577785325353035 0.18209877968183719 0.33291414700215682 5.6971252557123071 2.5925573740387327 95.987179919175105 0.99090011758380514 2.6116743223683443 leaf_count=751355 307 8359 175 2331 94 9193 21855 279 391 26 4085 8004 132 6494 723 744 134 2 13338 20882 57588 78 20 39 105 219 406 3484 155 183 internal_value=0 -5.07565e-06 -0.000618178 -0.000260566 0.00637998 -0.00222776 -0.000361563 -0.00237901 -0.00318437 -0.0017005 -0.00297076 -0.0050557 0.00798307 -0.000220414 -8.74984e-06 -0.000139209 -7.34243e-05 -0.000709558 0.000895186 -0.000735936 -0.000195423 0.0447959 0.0589414 0.0696748 0.10582 0.00524049 0.0034454 0.000470262 -0.00028758 0.0123055 internal_weight=0 14122.7 1368.39 1119.64 16.7737 248.758 1102.86 246.542 180.334 100.58 88.9164 79.7542 11.6637 1059.65 954.711 940.249 934.624 564.131 370.492 563.843 428.793 1.44905 1.15176 0.993982 0.515013 33.0028 27.3057 337.489 241.502 3.60257 internal_count=911180 910873 159518 137233 2425 22285 134808 22110 12917 4634 4111 8283 523 126449 119955 119232 118488 78848 39640 78846 57964 376 242 222 144 13963 13744 25677 22193 338 is_linear=0 shrinkage=0.01 Tree=795 num_leaves=31 num_cat=0 split_feature=10 10 10 9 10 10 10 9 9 5 5 2 9 9 2 5 9 10 9 9 2 9 4 2 5 5 9 5 9 2 split_gain=310.647 205.61 25.0638 21.1918 19.1184 14.8663 12.7914 20.2309 17.1127 12.6898 12.7855 24.4224 47.7679 13.9692 13.1245 20.9762 16.2486 11.8262 11.6746 11.3189 17.6276 16.1137 28.4319 19.8655 20.1102 10.2195 9.80671 19.1135 22.9965 18.5531 threshold=0.99998754262924205 4.0456557144352709e-06 0.0023884368129074005 3.9350000000000005 2.3838758522742867e-07 0.99999946355819713 0.99894970655441295 7.5550000000000006 3.0850000000000004 81.500000000000014 83.500000000000014 0.45019083969465651 4.5550000000000006 5.7750000000000012 0.18237250554323722 101.50000000000001 5.3050000000000006 0.97252115607261669 6.285000000000001 5.3950000000000005 0.66349106014087067 4.7250000000000005 1.5000000000000002 0.71940522036799326 82.500000000000014 252.50000000000003 3.2350000000000008 126.50000000000001 4.9050000000000011 0.56539558089807562 decision_type=2 2 2 8 2 2 2 8 10 2 2 2 8 10 2 2 10 2 10 8 2 10 10 2 2 2 10 2 10 2 left_child=1 4 3 -3 -1 -2 8 26 17 -5 11 12 -11 -14 15 16 -12 25 -6 20 -13 -22 23 -23 -25 -4 -8 -28 -29 -30 right_child=5 2 6 9 18 -7 7 -9 -10 10 14 19 13 -15 -16 -17 -18 -19 -20 -21 21 22 -24 24 -26 -27 27 28 29 -31 leaf_value=-0.008754864963050054 0.0050879748211038059 -0.0024238372909781559 -0.00085770765905880653 -0.00069685242724576045 -0.0056029196514081744 0.0094109748308607698 0.003378774911962988 0.0056459868190986253 0.00034723191699367379 0.25818401789214979 0.0034968146754924107 -0.010070371212679041 0.0079891282613905861 0.094425990135982088 0.001145729349761541 0.0014755208723836832 0.061724915424038101 0.0017663892153243627 -0.00030618526404833793 -0.010309886048747705 -0.010119737899370398 0.25945561262172462 -0.010068819734952845 0.19267051268845595 -0.010085585050594028 0.0040791165806416691 0.00067806402806057386 0.0033221257924236957 -0.03162498219819964 -0.0087554703259428643 leaf_weight=198.65015270659933 105.22266686102375 694.32394812454004 2422.9895164910704 1361.4225310207112 298.14351310851634 326.02516301977448 107.14315525908023 103.97355357580818 7654.0096084726974 0.11181201157160003 0.73426651407498811 0.62020115379709773 0.53956590860616416 0.28611544682644308 220.11137796990806 3.4398683098843321 1.379790973733179 198.25382979493588 48.362964714207919 1.7962748457211999 0.20579779206309468 0.11130595894064754 0.1646994223119691 0.098646281636320055 0.097038822714239359 42.66950117982924 303.89550897944719 12.236544819548728 4.6357909366488483 15.108333203941582 leaf_count=235053 17679 42592 16200 131034 202899 97869 5667 9002 68949 14 125 162 85 22 40027 536 54 6249 31131 153 35 31 51 21 20 269 4974 140 27 110 internal_value=0 -0.000263726 -1.42526e-05 -0.000966134 -0.00628157 0.00835618 0.000185976 0.0016762 0.000106974 -0.000330029 0.00184415 0.0194957 0.064209 0.0379413 0.00152881 0.0167108 0.0415008 -0.000583341 -0.00486364 0.00594722 0.0284505 0.0637141 0.0959277 0.152794 0.0921252 -0.000772273 0.000744521 -9.57955e-05 -0.00744938 -0.0141251 internal_weight=0 13695.5 13150.4 2285.44 545.157 431.248 10864.9 546.993 10317.9 1591.12 229.697 4.03146 0.937493 0.825681 225.665 5.55393 2.11406 2663.91 346.506 3.09396 1.29769 0.677488 0.47169 0.306991 0.195685 2465.66 443.019 335.876 31.9807 19.7441 internal_count=911180 795632 326549 214962 469083 115548 111587 19920 91667 172370 41336 594 121 107 40742 715 179 22718 234030 473 320 158 123 72 41 16469 10918 5251 277 137 is_linear=0 shrinkage=0.01 Tree=796 num_leaves=31 num_cat=0 split_feature=6 9 1 1 1 9 1 9 1 0 9 1 1 0 4 9 9 9 4 1 9 1 1 9 4 0 9 9 9 9 split_gain=8.55433 7.7291 12.3287 10.6909 18.9098 27.5348 15.4747 9.59788 9.45107 13.025 8.39192 8.26934 7.98231 7.07778 7.06182 7.37437 9.37265 24.6498 12.8274 8.66074 8.2688 9.49212 8.12885 7.84377 7.291 7.04796 19.6492 10.1935 10.7144 9.9827 threshold=1.0000000180025095e-35 5.2550000000000008 0.98936170212765973 0.68772163120567387 0.68438714235252573 5.0250000000000012 0.74095860566448812 5.205000000000001 0.7696153846153847 1.0000000180025095e-35 5.4350000000000014 0.89596861471861489 0.66751700680272119 1.0000000180025095e-35 2.5000000000000004 3.1750000000000003 5.0650000000000004 5.1350000000000007 1.5000000000000002 0.79531763417305601 5.205000000000001 0.77442071785552036 0.84248120300751894 3.0850000000000004 1.5000000000000002 1.0000000180025095e-35 3.0250000000000004 2.4350000000000005 2.6750000000000003 1.8450000000000004 decision_type=10 8 2 2 2 10 2 10 2 2 8 2 2 2 10 10 10 10 8 2 8 2 2 10 10 2 10 10 10 10 left_child=1 2 3 4 7 -6 -5 12 -3 -10 11 -11 -1 -9 15 23 -17 -18 19 20 21 -19 -20 24 -8 27 -27 29 -29 -4 right_child=-2 8 25 6 5 -7 14 13 9 10 -12 -13 -14 -15 -16 16 17 18 22 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.0001210124828557615 0.015064783574705205 0.00046665844937047383 0.0020443641655466809 -0.0040929602894579269 -0.0045117448135825614 0.01470150698158041 -1.8666371269927989e-05 -0.0011479996681737607 -0.0014951065392389735 0.006933827958661958 0.0029020546028810383 -0.011604610336425356 -0.0055781574988838199 -0.0051297303193475257 -0.0056065232800430647 0.0015287563947340415 -0.010817467589559095 0.003911713367619086 -0.00042715918117377171 -0.0096177879219999911 -0.0089932589199360879 0.033333538060623211 0.014961046610201756 -0.0088218765141128627 -0.005312642498942281 0.0036028504737919062 -0.0029331072298856725 0.0083137923555232935 0.0022219791631653157 -0.0082767715637695697 leaf_weight=7509.5817786805856 3.7679963204427613 4511.3186880204885 20.943410005886108 170.34469306626124 11.912813175644262 19.950775897450512 106.23224165546708 162.90153487230418 534.69490519049577 3.4314033943228397 114.19297564402223 8.0532278086757287 26.899889219959732 61.495815787289757 26.489430575689767 237.43513669652748 23.850189083692385 8.3599469417822529 5.3776258590223724 9.8550196382566337 4.2382533306372361 1.262081126158592 9.4923016501707007 15.447697958908973 34.451758272247389 79.615859187091701 108.92778490914498 32.878702071262524 236.91519456479 16.959872741019353 leaf_count=415909 246 382976 596 14242 1099 459 4683 20216 19004 187 7141 640 2520 2637 3226 13413 1785 475 585 1348 467 152 171 471 885 3142 4970 614 6307 614 internal_value=0 -4.60916e-06 -0.000182581 -0.000272588 -0.000169608 0.00751826 -0.00150183 -0.000201172 0.000303102 -0.000814227 0.00208257 -0.00606565 -0.000140491 -0.00223919 -0.00058702 -0.000295435 0.000622174 -0.00282546 0.00211453 -0.00245107 0.00264465 0.00777085 0.00939599 -0.00205782 -0.0013151 0.00134926 -0.000173185 0.00228215 0.00296436 -0.00257384 internal_weight=0 14113.5 8941.82 8445.58 7792.74 31.8636 652.836 7760.88 5171.69 660.373 125.678 11.4846 7536.48 224.397 482.492 456.002 299.871 62.4354 38.5852 23.7153 13.8603 9.62203 14.8699 156.132 140.684 496.241 188.544 307.697 269.794 37.9033 internal_count=911180 910934 500986 484743 442840 1558 41903 441282 409948 26972 7968 827 418429 22853 27661 24435 18396 4983 3198 2442 1094 627 756 6039 5568 16243 8112 8131 6921 1210 is_linear=0 shrinkage=0.01 Tree=797 num_leaves=31 num_cat=0 split_feature=3 9 3 1 5 9 9 3 1 3 9 5 3 5 9 2 9 1 1 5 1 1 2 9 9 9 2 9 5 9 split_gain=9.01217 7.54081 14.6741 16.61 13.0638 16.6924 10.008 9.39403 9.28045 9.57709 11.9602 18.5834 13.6788 9.65017 10.0033 21.3752 9.05374 8.86996 10.4511 13.049 9.71743 9.92354 9.69137 9.43665 8.87124 16.1713 8.85304 8.47112 8.35662 14.6231 threshold=42.000000000000007 5.2550000000000008 29.500000000000004 0.82683658170914553 225.50000000000003 4.9650000000000007 2.0250000000000004 26.500000000000004 0.7696153846153847 28.500000000000004 5.455000000000001 25.500000000000004 18.500000000000004 786.50000000000011 5.3750000000000009 0.90501253132832093 5.2350000000000012 0.66751700680272119 0.74095860566448812 8.5000000000000018 0.76024883359253514 0.75110619469026563 0.24165739710789766 4.8750000000000009 3.9050000000000007 4.2650000000000006 0.21498599439775909 9.7700000000000014 5.5000000000000009 5.3150000000000004 decision_type=10 8 8 2 2 10 10 10 2 8 10 2 10 2 10 2 10 2 2 2 2 2 2 10 10 10 2 10 2 8 left_child=1 2 4 17 6 7 -1 -6 9 10 28 -12 -13 27 15 -15 -5 -4 23 20 21 -20 24 -19 -23 -26 -10 -11 -3 -30 right_child=-2 8 3 16 5 -7 -8 -9 26 13 11 12 -14 14 -16 -17 -18 18 19 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31 leaf_value=0.0012493413997862524 0.014495791268694219 0.0036841928444629052 7.6443528177766985e-05 0.0017853762460563012 0.0072860499640109338 -0.0046849811977941764 -0.0010404833067339885 0.0016592166988207788 -0.00064873602481300638 0.00013157949004420673 -0.00048815694031520044 0.00050950409935874707 0.0040997315581693984 -0.00027372036500436991 -0.011631814021393161 0.089212673068294002 0.012698773645137518 -0.0057522627046425294 -0.0004032846794636357 0.0046881115033559672 -0.0051956397807419678 -0.038569960367356736 0.051943924664926547 -0.00019072797021404549 0.073299483929352996 -0.017718539549917329 -0.009204642232222544 0.0055733997905863314 -0.0060477511712539777 0.0022866167663660596 leaf_weight=204.99544123234227 4.2872464178944929 256.36520364833996 4971.7628145932977 436.45666645429446 44.615106375451433 30.248503350478131 2770.6799055611773 88.576577004598221 647.81652666904847 3014.5714640574006 642.57666613569017 224.62821876001544 201.15242430235958 2.4866820521128825 12.443184875475707 0.29902824532473449 7.7363944714888921 85.497728874004679 157.58770754915895 43.375658897100948 49.777406478417106 0.33292793517466523 0.70925268565770228 47.436179549229564 0.35306757828220725 0.43658666411647573 12.323797550197922 28.87974528427003 26.574999791424489 101.29724769483437 leaf_count=9230 307 21920 256425 14570 3492 6573 180302 6836 25740 212978 57154 37981 26420 397 1383 20 249 5339 6381 3864 2742 9 50 4857 4 60 1239 7984 4181 12493 internal_value=0 -4.98762e-06 -0.000180795 0.000117213 -0.000731548 0.00202106 -0.000882736 0.00354403 0.000298956 0.000461006 0.0011296 0.000585424 0.00220564 0.000143485 -0.00779704 0.00933207 0.00197545 -3.68616e-05 -0.00149812 -0.000303611 -0.00133861 -0.000134289 0.0230066 -0.00376768 0.00472391 0.0229771 -0.000808462 0.000183218 0.00264266 0.00055453 internal_weight=0 14112 8940.58 5801.46 3139.12 163.44 2975.68 133.192 5171.42 4511.27 1452.59 1068.36 425.781 3058.68 15.2289 2.78571 444.193 5357.27 385.507 252.573 209.197 159.42 1.83183 132.934 1.12258 0.789654 660.14 3043.45 384.237 127.872 internal_count=911180 910873 500983 294550 206433 16901 189532 10328 409890 382911 160149 121555 64401 222762 1800 417 14819 279731 23306 13110 9246 6504 123 10196 73 64 26979 220962 38594 16674 is_linear=0 shrinkage=0.01 Tree=798 num_leaves=31 num_cat=0 split_feature=8 9 1 1 1 9 1 9 5 1 0 5 9 9 1 1 2 1 1 9 9 1 5 9 1 9 1 1 1 9 split_gain=8.37357 7.42426 11.8656 10.4203 18.6289 26.8284 15.0189 9.40472 10.1461 9.07879 12.7586 9.02126 14.8627 22.2478 9.24104 8.59139 15.8121 12.8676 11.1658 11.107 8.24395 8.15779 8.05973 10.0323 10.9687 9.7506 8.55515 11.2803 17.8871 12.0469 threshold=inf 5.2550000000000008 0.98936170212765973 0.68772163120567387 0.68438714235252573 5.0250000000000012 0.74095860566448812 5.1050000000000013 109.50000000000001 0.7696153846153847 1.0000000180025095e-35 2.5000000000000004 5.2350000000000012 5.0650000000000004 0.84248120300751894 0.76024883359253514 0.18237250554323722 0.83424908424908439 0.75110619469026563 2.4750000000000005 5.4350000000000014 0.89596861471861489 212.50000000000003 4.0850000000000009 0.074188739823414715 5.0550000000000006 0.51630627437079057 0.48295234405269277 0.41202270381836947 5.0050000000000008 decision_type=8 8 2 2 2 10 2 10 2 2 2 2 10 10 2 2 2 2 2 10 8 2 2 10 2 10 2 2 2 10 left_child=-1 2 3 4 7 -6 -5 22 -9 -3 -11 12 13 15 -14 18 17 -17 -8 -18 21 -12 25 -24 -25 26 27 28 29 -2 right_child=1 9 -4 6 5 -7 11 8 -10 10 20 -13 14 -15 -16 16 19 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=0.015017052558328046 3.6126840664606747e-05 0.00045728327287531263 0.0013239219935721239 -0.0040394112501364208 -0.0044493181391074069 0.014537988494973453 2.5371376490802904e-05 -0.00087532364577661524 -0.0048063408506885527 -0.0014719875512765935 0.0068765229016004136 0.0011910479225373286 -0.0096455121021505677 -0.010468594049599491 0.017861790031794368 0.0063564848469606274 -0.01855914750980088 -0.003521021447216644 0.022052843601042271 -0.0054231382948481937 0.0028806819277353304 -0.011558311147333218 0.0029178168326641292 -0.010253453111917275 0.00020809377901819206 0.0015677155382083567 -0.0011107547545171051 0.00081974872831268102 -0.0021538672632153573 -0.0025797931854083665 leaf_weight=3.711877022520639 3633.0561550821294 4511.9481717832969 496.15555977000622 169.79325552444789 11.85680313021294 19.984213701623958 159.6449970153044 700.03510364258545 72.454214139113901 534.63503843458602 3.429432326112873 180.02157951632398 1.5345012363395643 28.01220991864102 5.9838326353929006 21.629919481696561 7.6105520681012413 33.795196063641924 2.3348885322920969 41.735986794345081 114.15753715555184 8.0003923072945309 192.419814960449 10.890795677492859 125.66706006129971 312.49925963184796 961.10370473490912 1094.2695172694803 472.14704555162461 185.01097286559525 leaf_count=255 154273 382967 16243 14242 1099 459 6491 59638 18192 19004 187 14326 105 2208 57 921 126 1220 93 2114 7141 640 9412 1138 21211 25219 60791 46095 31148 14165 internal_value=0 -4.53222e-06 -0.000178998 -0.000267313 -0.000165681 0.00746759 -0.00148163 -0.000197004 -0.00124403 0.000297018 -0.000798236 -0.00058117 -0.0016366 -0.00199073 0.0122475 -0.00110045 -0.0033319 0.000333723 0.00034289 -0.00744906 0.00206998 -0.00602708 -8.12455e-05 0.00144669 -0.000626238 -0.000156741 -0.000241665 -8.65367e-05 -0.000317695 -9.0632e-05 internal_weight=0 14111.8 8939.65 8443.49 7791.39 31.841 652.097 7759.55 772.489 5172.17 660.222 482.304 302.282 294.764 7.51833 266.752 104.772 55.4251 161.98 49.3465 125.587 11.4298 6987.06 328.978 136.558 6658.09 6345.59 5384.48 4290.21 3818.07 internal_count=911180 910925 500986 484743 442840 1558 41903 441282 77830 409939 26972 27661 13335 13173 162 10965 4381 2141 6584 2240 7968 827 363452 31761 22349 331691 306472 245681 199586 168438 is_linear=0 shrinkage=0.01 Tree=799 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 3 4 10 3 1 1 1 4 3 3 1 1 4 10 3 1 3 0 1 1 3 1 10 1 split_gain=306.817 202.833 24.7083 19.1302 14.9115 13.8025 8.2341 8.05013 7.85531 6.84435 6.32964 11.5883 6.18061 7.7045 5.44196 6.52131 5.31412 10.0898 6.64467 5.23137 4.8451 10.1179 11.6861 10.9123 14.9315 10.5225 8.30669 7.87367 6.71485 6.67017 threshold=0.99998754262924205 4.0456557144352709e-06 0.00022280584380490002 2.3838758522742867e-07 0.99999946355819713 0.99894970655441295 19.500000000000004 15.500000000000002 0.068259380757808671 42.000000000000007 0.047905909351692456 0.17677696078431374 0.58847248576850109 2.5000000000000004 11.500000000000002 5.5000000000000009 0.38307814674885665 0.49844720496894418 2.5000000000000004 8.4614887896350421e-07 18.500000000000004 0.62470657276995312 9.5000000000000018 1.0000000180025095e-35 0.28147007042253525 0.63176169590643283 7.5000000000000009 0.05298245614035086 0.99766892194747936 0.37263814616755792 decision_type=2 2 2 2 2 2 10 10 2 8 2 2 2 10 10 10 2 2 8 2 8 2 10 2 2 2 10 2 2 2 left_child=1 3 -3 7 -2 8 -7 -1 9 14 -8 -12 13 19 15 -4 -16 -18 -19 -5 21 22 23 24 26 -23 27 -10 -27 -25 right_child=4 2 5 12 -6 6 10 -9 20 -11 11 -13 -14 -15 16 -17 17 18 -20 -21 -22 25 -24 29 -26 28 -28 -29 -30 -31 leaf_value=-0.008983691901155973 0.0050611012051825941 -0.0015479475898964408 0.00026390522913594821 -0.0067128880663595326 0.0094042824453602052 0.0045665975668443557 0.0033105462132625384 0.0083067974975613822 0.0040609594549960463 0.020472528740877554 -0.0066048578553455388 0.00096637890031647182 -0.0073250600290676237 0.00016408148668594554 0.00011869769275698497 -0.0031944601121459658 -0.0019877660581774795 -4.7117088180714375e-05 -0.0024419140868611401 -0.0036122595441836296 0.00016745222520380345 -0.01259359934503129 0.0036434371541041854 -0.0021394861583920138 0.0044555961512642737 -0.0012216887626420659 -0.0065947674152159307 -0.0033279997608819723 0.0082539720364000341 -0.011701629133246481 leaf_weight=194.23517939948943 104.67669281794224 972.44984965422191 90.955189818050712 87.744460699148476 322.90634925680934 82.816758027533069 104.3742873694282 2.7305544132832429 29.29309931397438 1.5865747611969698 21.504358236677945 337.29889139649458 77.441990349703701 36.328323812835151 2210.6988772810437 136.130420897156 411.67741631180979 1486.8366702701896 125.65209838119335 143.25268363457872 6636.4201460322365 7.7645902372896662 200.78633903618902 29.642698512412608 79.858239365741611 109.28907943889499 23.831409668549895 28.406538754701614 8.0278934948146325 9.6763619850389642 leaf_count=228718 17679 162989 1759 80725 97869 2521 4273 6335 171 12 450 12676 47772 35754 44314 2836 13061 27705 4881 69779 45420 49 1387 216 617 693 143 164 148 64 internal_value=0 -0.000261178 -1.40439e-05 -0.0062578 0.00834103 0.000108498 0.00166238 -0.00874399 3.55259e-05 -0.000293753 0.00114311 0.000512608 -0.00483744 -0.00411679 -0.000301137 -0.00180927 -0.000220267 -0.000590468 -0.00023373 -0.00479004 0.000240712 0.00116401 0.0019377 0.000231307 0.00138221 -0.00131945 -0.00162811 0.000423246 -0.000573278 -0.00449272 internal_weight=0 13686.7 13145 541.733 427.583 12172.5 545.994 196.966 11626.5 4463.54 463.178 358.803 344.767 267.325 4461.95 227.086 4234.87 2024.17 1612.49 230.997 7163 526.576 401.495 200.708 161.389 125.082 81.531 57.6996 117.317 39.3191 internal_count=911180 795632 326549 469083 115548 163560 19920 235053 143640 94568 17399 13126 234030 186258 94556 4595 89961 45647 32586 150504 49072 3652 2762 1375 1095 890 478 335 841 280 is_linear=0 shrinkage=0.01 end of trees feature_importances: page_rank_decimal=6052 bert_confidence=5040 count_domain_occurrences=3206 script_percentage=3033 link_percentage=2705 ip_address_count=1984 TTL=1119 request_url_percentage=777 abnormal_url=48 domain_registration_length=22 age_of_domain=14 parameters: [boosting: gbdt] [objective: binary] [metric: binary_logloss] [tree_learner: serial] [device_type: cpu] [data: ] [valid: ] [num_iterations: 800] [learning_rate: 0.01] [num_leaves: 31] [num_threads: 0] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: -1] [min_data_in_leaf: 20] [min_sum_hessian_in_leaf: 0.001] [bagging_fraction: 1] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 0] [bagging_seed: 3] [feature_fraction: 0.6] [feature_fraction_bynode: 1] [feature_fraction_seed: 2] [extra_trees: 0] [extra_seed: 6] [early_stopping_round: 0] [first_metric_only: 0] [max_delta_step: 0] [lambda_l1: 0] [lambda_l2: 0] [linear_lambda: 0] [min_gain_to_split: 0] [drop_rate: 0.1] [max_drop: 50] [skip_drop: 0.5] [xgboost_dart_mode: 0] [uniform_drop: 0] [drop_seed: 4] [top_rate: 0.2] [other_rate: 0.1] [min_data_per_group: 100] [max_cat_threshold: 32] [cat_l2: 10] [cat_smooth: 10] [max_cat_to_onehot: 4] [top_k: 20] [monotone_constraints: ] [monotone_constraints_method: basic] [monotone_penalty: 0] [feature_contri: ] [forcedsplits_filename: ] [refit_decay_rate: 0.9] [cegb_tradeoff: 1] [cegb_penalty_split: 0] [cegb_penalty_feature_lazy: ] [cegb_penalty_feature_coupled: ] [path_smooth: 0] [interaction_constraints: ] [verbosity: 1] [saved_feature_importance_type: 0] [linear_tree: 0] [max_bin: 255] [max_bin_by_feature: ] [min_data_in_bin: 3] [bin_construct_sample_cnt: 200000] [data_random_seed: 1] [is_enable_sparse: 1] [enable_bundle: 1] [use_missing: 1] [zero_as_missing: 0] [feature_pre_filter: 1] [pre_partition: 0] [two_round: 0] [header: 0] [label_column: ] [weight_column: ] [group_column: ] [ignore_column: ] [categorical_feature: ] [forcedbins_filename: ] [precise_float_parser: 0] [parser_config_file: ] [objective_seed: 5] [num_class: 1] [is_unbalance: 0] [scale_pos_weight: 1] [sigmoid: 1] [boost_from_average: 1] [reg_sqrt: 0] [alpha: 0.9] [fair_c: 1] [poisson_max_delta_step: 0.7] [tweedie_variance_power: 1.5] [lambdarank_truncation_level: 30] [lambdarank_norm: 1] [label_gain: ] [eval_at: ] [multi_error_top_k: 1] [auc_mu_weights: ] [num_machines: 1] [local_listen_port: 12400] [time_out: 120] [machine_list_filename: ] [machines: ] [gpu_platform_id: -1] [gpu_device_id: -1] [gpu_use_dp: 0] [num_gpu: 1] end of parameters pandas_categorical:[]