tree version=v4 num_class=1 num_tree_per_iteration=1 label_index=0 max_feature_idx=49 objective=binary sigmoid:1 feature_names=request_url_percentage certificate_age script_percentage link_percentage TTL ip_address_count count_domain_occurrences domain_registration_length abnormal_url age_of_domain page_rank_decimal is_malicious bert_confidence issuer_ACCVCA-120 issuer_AT issuer_AU issuer_Apple_Public_Server_ECC_CA_12_-_G1 issuer_Apple_Public_Server_RSA_CA_12_-_G1 issuer_Atos_TrustedRoot_Server-CA_2019 issuer_BE issuer_BM issuer_BR issuer_CH issuer_CN issuer_CZ issuer_DE issuer_ES issuer_FI issuer_FR issuer_GB issuer_GR issuer_HK issuer_HU issuer_IN issuer_IT issuer_JP issuer_LU issuer_LV issuer_MA issuer_NL issuer_NO issuer_PL issuer_PT issuer_RO issuer_SG issuer_SK issuer_TR issuer_TW issuer_US issuer_UY feature_infos=[0:1] [-397:-1] [0:1] [0:1] [0:21600] [1:27] [0:80004] [4:3246] [0:1] [0:13384] [0:10] [0:1] [4.3460634202574511e-08:1] none [0:1] none none [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] none [0:1] [0:1] none [0:1] [0:1] [0:1] [0:1] none [0:1] [0:1] [0:1] [0:1] [0:1] none none [0:1] [0:1] [0:1] [0:1] tree_sizes=3403 3516 3468 3515 3455 3465 3548 3469 3461 3456 3463 3471 3469 3511 3484 3468 3539 3479 3465 3464 3497 3541 3465 3516 3543 3482 3476 3487 3466 3455 3485 3493 3487 3507 3503 3572 3483 3512 3498 3473 3528 3467 3470 3557 3572 3494 3480 3522 3534 3577 3533 3477 3492 3495 3565 3468 3501 3481 3470 3552 3529 3539 3493 3579 3459 3492 3474 3484 3534 3574 3565 3549 3489 3527 3581 3491 3549 3572 3487 3564 3470 3469 3498 3472 3573 3507 3596 3465 3501 3598 3495 3481 3477 3585 3484 3482 3502 3569 3507 3565 3497 3612 3564 3488 3500 3494 3490 3590 3461 3483 3500 3488 3576 3493 3494 3503 3489 3581 3495 3591 3589 3563 3504 3598 3579 3468 3507 3508 3483 3558 3488 3567 3612 3496 3503 3482 3498 3475 3511 3583 3567 3483 3508 3507 3501 3512 3573 3586 3484 3555 3478 3568 3591 3573 3585 3584 3605 3491 3479 3499 3495 3498 3494 3515 3517 3485 3498 3504 3505 3556 3498 3508 3597 3490 3526 3483 3564 3592 3576 3503 3507 3504 3520 3592 3503 3612 3498 3492 3494 3500 3527 3483 3597 3605 3507 3497 3495 3491 3512 3492 3565 3584 3601 3589 3606 3507 3500 3512 3504 3515 3582 3493 3541 3597 3509 3610 3522 3516 3594 3493 3497 3487 3587 3591 3498 3516 3514 3518 3525 3498 3604 3531 3522 3585 3501 3489 3592 3606 3588 3472 3512 3516 3523 3599 3529 3500 3512 3533 3582 3589 3521 3588 3570 3508 3622 3529 3620 3530 3586 3507 3523 3585 3522 3587 3507 3610 3580 3532 3581 3541 3499 3497 3503 3498 3620 3506 3598 3619 3587 3533 3604 3605 3624 3535 3586 3530 3524 3530 3580 3597 3587 3628 3512 3612 3603 3601 3530 3492 3529 3533 3496 3622 3596 3509 3517 3517 3608 3534 3515 3593 3517 3534 3539 3513 3596 3615 3583 3582 3548 3611 3493 3526 3536 3543 3508 3543 3521 3606 3537 3573 3544 3601 3591 3598 3592 3522 3608 3603 3516 3546 3515 3518 3539 3615 3523 3539 3521 3615 3522 3532 3520 3611 3588 3626 3601 3592 3592 3590 3517 3599 3534 3517 3504 3518 3607 3532 3610 3532 3588 3619 3529 3550 3590 3622 3603 3603 3500 3526 3512 3544 3538 3521 3595 3593 3532 3539 3610 3588 3525 3507 3582 3523 3533 3609 3586 3486 3536 3536 3499 3505 3612 3544 3498 3531 3600 3532 3595 3594 3536 3554 3606 3507 3538 3515 3609 3541 3543 3507 3605 3630 3586 3515 3521 3525 3523 3587 3626 3609 3592 3551 3594 3624 3542 3531 3554 3528 3586 3541 3609 3551 3615 3552 3609 3549 3607 3539 3602 3550 3534 3604 3596 3596 3549 3639 3515 3599 3527 3539 3634 3536 3608 3519 3604 3550 3538 3532 3619 3531 3621 3615 3606 3546 3533 3590 3612 3613 3637 3541 3596 3541 3527 3605 3601 3532 3609 3621 3533 3520 3620 3605 3524 3612 3611 3585 3530 3516 3608 3592 3526 3534 3529 3633 3526 3536 3598 3519 3529 3596 3531 3537 3547 3515 3535 3553 3544 3537 3563 3611 3552 3538 3530 3584 3550 3613 3647 3611 3527 3532 3544 3591 3611 3560 3612 3610 3616 3547 3551 3610 3615 3534 3532 3543 3592 3547 3552 3633 3595 3524 3548 3630 3564 3530 3536 3617 3627 3606 3602 3529 3519 3591 3597 3650 3556 3572 3536 3591 3540 3541 3607 3613 3533 3602 3611 3544 3531 3614 3543 3550 3643 3540 3531 3546 3596 3554 3543 3549 3548 3531 3564 3558 3548 3605 3584 3558 3633 3661 3547 3596 3629 3547 3549 3543 3590 3536 3624 3618 3601 3600 3549 3612 3549 3641 3541 3554 3533 3550 3551 3610 3551 3597 3610 3605 3602 3641 3545 3551 3541 3543 3555 3612 3580 3559 3557 3559 3542 3599 3572 3544 3566 3594 3551 3622 3635 3558 3615 3612 3613 3556 3555 3626 3538 3554 3586 3555 3628 3554 3551 3642 3573 3566 3622 3569 3620 3552 3550 3563 3566 3542 3622 3616 3637 3569 3574 3618 3632 3621 3551 3641 3554 3570 3645 3656 3567 3630 3565 3564 3636 3558 3548 3567 3560 3642 3565 3631 3576 3622 3571 3561 3606 3561 3572 3566 3557 3561 3622 3562 3572 3573 3609 3555 3625 3581 3558 3659 3615 3639 3632 3641 3555 3582 3570 3569 3670 3546 3550 3557 3613 3632 3548 3570 3571 3635 3651 3622 3626 3614 3609 3635 3551 3579 3626 3592 3578 3551 3624 3557 3650 3658 3567 3564 3554 3581 3553 3564 3568 3581 3566 3567 3564 3588 3570 3630 3574 3623 3558 3554 3566 3582 3584 3617 3563 3644 3548 3566 3574 3660 3632 3652 3580 3638 3630 3567 3619 3667 3648 3651 3630 3559 3562 3645 3629 3631 3571 3577 3669 3571 3624 3632 3570 3547 Tree=0 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 1 6 12 6 12 1 1 1 12 12 2 6 2 6 1 6 6 2 2 0 2 5 5 12 1 split_gain=784616 11251.6 10389.8 1345.75 1085.85 888.333 763.604 755.71 563.359 445.868 438.06 334.817 303.151 270.941 212.333 212.213 210.407 184.621 181.589 150.034 148.67 141.106 133.926 130.25 126.993 123.185 120.422 111.393 109.679 92.4541 threshold=0.51461192965507518 0.036334333941340412 0.97252115607261669 0.0013712961226701001 0.18897357583045957 -371.49999999999994 3.5000000000000004 0.99894970655441295 3.5000000000000004 0.78322452306747448 -112.49999999999999 -380.49999999999994 -125.49999999999999 0.78322452306747448 0.0089773964136838514 0.034723896792862259 1.5000000000000002 0.034723896792862259 64.500000000000014 -122.49999999999999 51.500000000000007 1.5000000000000002 0.49844720496894418 0.94494949494949509 1.0000000180025095e-35 0.040202020202020204 2.5000000000000004 2.5000000000000004 0.00014260681928130004 -88.499999999999986 decision_type=2 2 2 2 2 10 2 2 2 2 10 10 10 2 2 2 2 2 2 10 2 2 2 2 2 2 10 10 2 10 left_child=1 3 5 28 10 6 13 20 11 17 16 22 -10 -2 -5 -12 -3 -7 -11 -16 -4 -19 -6 -8 -17 -14 -15 -22 -1 -20 right_child=2 4 7 14 8 9 23 -9 12 18 15 -13 25 26 19 24 -18 21 29 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-1.4870566811429748 -1.4533512982979662 -1.4727372923862327 -1.4270480946403747 -1.4837148399606765 -1.4709407122738032 -1.4370550917667828 -1.4660729125179828 -1.4214409372952324 -1.4755963808135715 -1.4328487612164529 -1.4602707013816705 -1.452283815253226 -1.4456904117373948 -1.4388267682303404 -1.4822455020464731 -1.4730622577932029 -1.4804171685937462 -1.4427743275004843 -1.4593503810546393 -1.4772769504080172 -1.4342364080950183 -1.4543946551234008 -1.4585336242408709 -1.4396557871695255 -1.4624749117981852 -1.4645670474752344 -1.4611415607306 -1.4630906021250158 -1.4858554515201827 -1.4394038780475233 leaf_weight=93845.753944292665 249.1194561123848 630.67833110690117 1791.1143377423286 4555.3704924881458 181.99055157601833 183.05127918720245 278.97136174142361 20527.806861698627 378.22515964508057 821.15470357239246 240.33057019114494 507.93699324131012 40.762246772646904 395.04526890814304 1390.4623657464981 604.76627089083195 821.30623608827591 192.44629517197609 38.489259034395218 1079.6691756695509 166.68576747179031 228.66256646811962 166.68576747179031 20.002292096614838 139.40991461277008 227.6018388569355 25.760527700185776 14.547121524810789 8270.9477819502354 58.643083646893501 leaf_count=619311 1644 4162 11820 30062 1201 1208 1841 135468 2496 5419 1586 3352 269 2607 9176 3991 5420 1270 254 7125 1100 1509 1100 132 920 1502 170 96 54582 387 internal_value=-1.47486 -1.48607 -1.42415 -1.48667 -1.46947 -1.44353 -1.45102 -1.42201 -1.46278 -1.43877 -1.47359 -1.45746 -1.46983 -1.44509 -1.48243 -1.46844 -1.47708 -1.44544 -1.43438 -1.48007 -1.42792 -1.44908 -1.46501 -1.46431 -1.47108 -1.4617 -1.44019 -1.43655 -1.48696 -1.44731 internal_weight=0 113082 24991.5 109142 3939.69 2491.35 968.899 22500.2 1503.2 1522.45 2436.49 856.613 646.589 669.925 7025.5 984.507 1451.98 604.16 918.287 2470.13 1972.35 421.109 348.676 298.974 744.176 268.364 420.806 181.233 102117 97.1323 internal_count=911180 746255 164925 720256 25999 16441 6394 148484 9920 10047 16079 5653 4267 4421 46363 6497 9582 3987 6060 16301 13016 2779 2301 1973 4911 1771 2777 1196 673893 641 is_linear=0 shrinkage=1 Tree=1 num_leaves=31 num_cat=0 split_feature=6 3 2 3 3 6 2 0 5 2 5 2 2 2 5 3 2 2 29 5 5 5 2 3 5 5 0 5 6 3 split_gain=110115 22007.1 11373.7 8915.68 14698.2 8561.22 6476.99 5152.5 4679.57 3934.5 2698.13 3308.36 4022.26 3476.09 2693 2572.11 2321.24 3377.57 2194.54 2234.14 2143.68 2054.34 1868.09 1735.9 1556.36 1532.66 1476.62 1554.67 1339.18 1320.22 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 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.5000000000000002 0.66751700680272119 0.75937646507266776 2.5000000000000004 8.5000000000000018 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 0.90943267259056748 decision_type=2 2 2 2 2 2 2 2 10 2 8 2 2 2 8 2 2 2 2 10 10 10 2 2 10 10 2 10 2 2 left_child=1 3 5 4 8 10 29 20 9 22 -2 12 13 -12 -4 25 28 -18 19 26 -8 -7 -1 -9 -14 -10 27 -5 -11 -3 right_child=2 6 14 18 -6 21 7 23 15 16 11 -13 24 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0185061447454767 -0.0029189980193219068 0.036764513191611385 0.012092083734995835 0.011992929650150624 -0.0012019770427743135 -0.0069541912145257871 0.001560818036645252 0.017927366083546094 0.0051783982371012907 0.040409974145166026 0.016286336100662688 -0.0071129094269123932 0.036452332347291776 -0.0079107364767321414 0.044278490943237152 0.027059653275267631 0.0050992410970183352 0.028958768392879003 -0.0077789772249266947 -0.005047790294749427 -0.0068389617137221501 -0.010293135379354904 0.00036926695066801624 -0.0023476003439022119 -0.010600581894308616 0.030794894347188604 0.031669604462913933 0.029482278772866084 -0.0051564885624001558 0.014015074762701443 leaf_weight=7730.4569518566132 7966.9259896576405 277.75797589123249 1674.7771245092154 927.97744929790497 4861.1789249330759 42325.670986816287 7028.5083259344101 1984.8013527989388 3800.1043785214424 1500.9365197271109 1366.0425089150667 1232.2676768153906 709.66585566103458 1050.0718600749969 307.71277882158756 737.3314773440361 756.22877009212971 2753.9709523916245 178.16261620819569 201.8462973088026 5351.6551331430674 32635.0291800946 612.92943304777145 536.4086290448904 78.025885879993439 248.85932102799416 4923.5998813658953 1123.7728491872549 67.394365280866623 3126.7402884066105 leaf_count=50433 52670 1790 10972 6078 32095 280538 46326 12950 24991 9660 8921 8165 4580 6961 1973 4785 4973 17856 1182 1335 35455 216728 4043 3545 518 1611 31863 7281 446 20456 internal_value=0 0.0120902 -0.00659702 0.0173029 0.0142462 -0.00713449 0.00342658 0.000583399 0.0183705 0.0213979 0.000561347 0.00681184 0.0121677 0.00577 0.0170879 0.00988113 0.0283375 0.0238185 0.0268898 0.0277504 -0.00207021 -0.00840784 0.0171738 0.0136137 0.0317914 0.00675285 0.0286995 0.0215721 0.0384519 0.0158711 internal_weight=0 48730.6 89346.2 30424.8 23069.4 87363.7 18305.9 14901.4 18208.2 13421.9 12403 4436.07 3203.81 2416.11 1982.49 4786.3 5078.53 3510.2 7355.36 7177.2 12380.2 74960.7 8343.39 2521.21 787.692 4048.96 6975.35 2051.75 1568.33 3404.5 internal_count=911180 319154 592026 198632 150893 579081 120522 98276 118798 87411 81815 29145 20980 15882 12945 31387 32935 22829 47739 46557 81781 497266 54476 16495 5098 26602 45222 13359 10106 22246 is_linear=0 shrinkage=0.01 Tree=2 num_leaves=31 num_cat=0 split_feature=11 12 6 2 2 12 2 6 6 5 2 2 5 12 2 2 2 2 12 6 12 6 2 5 12 12 6 6 5 5 split_gain=863892 103.698 32.737 13.7935 10.6906 8.52212 4.20789 3.78238 3.49929 3.13419 2.96794 9.24889 2.53253 2.10199 2.09186 2.68145 1.97708 1.9094 1.37922 1.00819 0.71872 0.716999 1.37299 0.905815 0.711107 0.623519 0.576605 0.494417 0.473378 0.446751 threshold=1.0000000180025095e-35 0.78322452306747448 3.5000000000000004 0.49844720496894418 0.98936170212765973 0.18897357583045957 0.091372912801484213 3.5000000000000004 1.5000000000000002 5.5000000000000009 0.50144508670520238 0.66522988505747138 1.5000000000000002 0.99894970655441295 0.74891304347826104 0.75110619469026563 0.66751700680272119 0.96213569039656011 0.99894970655441295 4.5000000000000009 0.036334333941340412 1.5000000000000002 0.087337909992372217 1.5000000000000002 0.99894970655441295 0.99894970655441295 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 8.5000000000000018 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 10 2 2 2 2 10 10 left_child=-1 5 3 6 13 8 18 -7 20 -6 25 -12 14 -4 -13 26 -14 -17 -3 28 -2 22 29 -23 -8 -5 -16 -19 -15 -20 right_child=1 2 4 10 9 7 24 -9 -10 -11 11 12 16 19 15 17 -18 27 21 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.01225575272827332 0.05337755188552399 0.051214226408126236 0.052294400376120528 0.05062092300665276 0.050988754414711304 0.052020934611161723 0.051696575951523195 0.053297909578429607 0.054140379871464285 0.049653380460531284 0.051546704695350394 0.050985825469710991 0.050372572308799012 0.051531445450906176 0.049820658808560576 0.051309850547606034 0.051276387432121096 0.050286981183942626 0.050768565960649797 0.051748190098490562 0.052727021282257633 0.05155197383895694 0.049936671657054073 0.050761568746028989 0.051216096208889283 0.050221500380747706 0.051727731386424412 0.050999866923781501 0.050788679056188668 0.050180094779771728 leaf_weight=111349.86721685529 398.73152814805508 747.16271290183067 694.256038621068 427.53217448294163 481.01418451964855 792.06523542106152 348.23266702890396 328.00918386876583 605.81733252108097 276.95911358296871 857.80844487249851 390.84959416091442 441.53060911595821 180.17085485160351 1222.1663560718298 222.81282217800617 535.64253744482994 1684.7435863465071 4215.4978488534689 3115.9816761314869 295.84440770745277 242.03157877922058 217.64672344923019 361.62383213639259 2667.7128408402205 4552.2192674726248 16.06255915760994 103.24890097975731 163.81938970088959 133.08037436008453 leaf_count=741514 2619 4755 4489 2697 3051 5101 2232 2152 4023 1722 5486 2479 2775 1152 7618 1420 3412 10575 26651 19987 1925 1548 1359 2286 16978 28546 103 655 1036 834 internal_value=0 0.0510604 0.0508638 0.050679 0.051593 0.0530342 0.0509676 0.0523949 0.0535849 0.0505008 0.0504325 0.0505932 0.050416 0.0517922 0.0502946 0.0502115 0.050868 0.0504369 0.0508126 0.0516915 0.0531005 0.0507546 0.0507118 0.0510785 0.0512716 0.0502558 0.0498454 0.0503281 0.0511777 0.0507506 internal_weight=0 26720.3 24299.8 19387.6 4912.2 2420.47 8932.99 1120.07 1300.39 757.973 10454.6 5474.87 4617.06 4154.23 3639.88 3249.03 977.173 2010.81 5917.04 3459.97 694.576 5169.88 4566.22 603.655 3015.95 4979.75 1238.23 1787.99 343.99 4348.58 internal_count=911180 169666 153846 122409 31437 15820 56643 7253 8567 4773 65766 34523 29037 26664 22850 20371 6187 12650 37433 22175 4544 32678 28844 3834 19210 31243 7721 11230 2188 27485 is_linear=0 shrinkage=0.01 Tree=3 num_leaves=31 num_cat=0 split_feature=12 12 12 10 10 1 1 10 12 12 10 12 10 12 10 10 1 6 1 6 12 12 10 1 12 12 5 5 12 12 split_gain=710241 11015 8191.96 3414.91 1735.93 2678.45 1673.44 1078.5 1078.14 863.578 596.368 564.333 357.844 350.674 343.41 341.48 788.954 252.413 244.075 206.773 188.249 152.161 151.352 138.625 118.429 116.728 110.071 109.098 108.981 101.539 threshold=0.51461192965507518 0.026551560498774003 0.97252115607261669 2.6750000000000003 2.6750000000000003 -3.4999999999999996 -380.49999999999994 3.7050000000000005 0.0013712961226701001 0.18897357583045957 1.6450000000000002 0.99766892194747936 2.6750000000000003 0.8784809708595277 3.4350000000000005 3.3550000000000004 -8.4999999999999982 3.5000000000000004 -346.49999999999994 64.500000000000014 0.068259380757808671 0.18897357583045957 3.9350000000000005 -390.49999999999994 0.0089773964136838514 0.0070173616986721008 1.5000000000000002 1.5000000000000002 0.00014260681928130004 0.99989646673202526 decision_type=2 2 2 10 10 8 10 10 2 2 10 2 8 2 10 10 8 2 10 2 2 2 10 10 2 2 10 10 2 2 left_child=1 8 4 12 -2 13 14 -7 28 20 25 15 21 19 -5 -4 -17 -11 -14 27 -8 -3 -18 -12 -25 -10 -22 -6 -1 -13 right_child=2 3 11 6 5 7 9 -9 10 17 23 29 18 -15 -16 16 22 -19 -20 -21 26 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.012129060859947629 0.043139652508013424 0.012522740749433967 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102.71470573544502 524.88227918744087 124.07522417604923 116.99571822583675 3017.7113763093948 1209.5585982054472 145.78538189828396 245.27719356119633 193.43418285250664 8151.7061448991299 20429.529007613659 leaf_count=619311 4221 1204 4894 1497 3196 1176 5480 2557 1729 2782 12107 13466 975 3395 8104 3820 230 2469 1035 665 3430 793 743 20152 8031 952 1622 1231 54582 125331 internal_value=0 -0.0111316 0.046235 0.00422305 0.0293635 0.0245144 0.000712279 0.00648404 -0.0117763 0.00581381 -0.00781274 0.0480484 0.0259168 0.0322432 -0.00778756 0.0422338 0.0374804 0.0142141 0.0334089 0.0280505 0.00155114 0.0182692 0.0172352 -0.00860329 -0.00761119 0.00388592 0.00511152 0.0299927 -0.0120311 0.0484498 internal_weight=0 111265 26775.4 4483.76 2598.63 1922.08 3859.21 576.697 106781 2411.72 6448.36 24176.8 624.548 1345.38 1447.49 1561.35 767.969 811.846 315.484 803.501 1599.87 309.064 153.911 6040.18 4227.27 408.172 770.159 700.787 100333 22615.4 internal_count=911180 746255 164925 29391 16441 12220 25384 3733 716864 15783 42971 148484 4007 8487 9601 9687 4793 5251 2010 5092 10532 1997 973 40290 28183 2681 5052 4427 673893 138797 is_linear=0 shrinkage=0.01 Tree=4 num_leaves=31 num_cat=0 split_feature=11 12 12 6 12 2 2 6 6 2 5 1 6 10 12 10 2 2 12 5 2 2 2 6 2 12 5 1 1 6 split_gain=796637 252.577 31.3031 23.4727 14.0236 10.515 7.85817 5.13461 4.79537 3.26878 2.36929 2.27451 1.8511 1.75392 1.29925 1.13419 1.12661 6.34284 1.04505 1.01015 1.51672 1.58899 0.906925 0.810334 0.803217 0.78371 0.750014 0.700167 0.669281 0.573511 threshold=1.0000000180025095e-35 0.51461192965507518 0.97252115607261669 3.5000000000000004 0.036334333941340412 0.49844720496894418 0.98936170212765973 3.5000000000000004 4.5000000000000009 0.091372912801484213 5.5000000000000009 -31.499999999999996 1.5000000000000002 2.6750000000000003 0.18897357583045957 2.7350000000000008 0.50144508670520238 0.66522988505747138 0.99894970655441295 1.5000000000000002 0.74891304347826104 0.75110619469026563 0.66751700680272119 4.5000000000000009 0.98936170212765973 0.99894970655441295 1.5000000000000002 -371.49999999999994 -367.49999999999994 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 8 8 2 10 2 10 2 2 2 8 2 2 2 2 2 2 10 10 10 2 left_child=-1 4 8 5 12 9 18 13 15 25 -8 26 -2 -6 -15 -3 -13 -18 -5 20 -19 -22 -21 -20 -23 -4 -7 -17 -10 -27 right_child=1 2 3 6 7 11 10 -9 28 -11 -12 16 -14 14 -16 27 17 19 23 22 21 24 -24 -25 -26 29 -28 -29 -30 -31 leaf_value=-0.012203903351445711 0.051331733982189126 0.047686772025270704 0.047329455016075446 0.048244622038195371 0.049011091223751524 0.046816266416042716 0.047101983162987388 0.05107812368707422 0.049927110176406247 0.04733889088096075 0.045960557587137657 0.046446017925380605 0.052282104289591902 0.050580713419627471 0.049521557345795206 0.0489528584140589 0.047555935479749359 0.047075810161443139 0.04727085227237509 0.046554822153470947 0.046090772547897806 0.047337862009341029 0.0472838444573285 0.047767376996132579 0.046502567204132081 0.04686596865692625 0.04730234169705181 0.048150605786382278 0.049019453306403941 0.047184416220473251 leaf_weight=109710.22837989032 410.81097917258739 535.12721462547779 468.1001712679863 419.98317557573318 291.99940954148769 913.61236718297005 485.97521416842937 353.47019822895527 105.39269077777863 3060.2831142395735 290.59571644663811 4786.960147857666 408.98700511455536 210.79954752326012 257.04022723436356 130.3607826679945 680.35395123064518 325.39653405547142 364.94542983174324 424.18277867138386 1254.977318495512 125.46625933051109 285.49447433650494 3308.2749774754047 1396.134354993701 4841.3353591859341 486.46640506386757 657.37107472121716 354.48101657629013 640.34535406529903 leaf_count=741514 2619 3229 2809 2556 1798 5439 2906 2245 658 18367 1707 28334 2644 1329 1595 802 4097 1945 2188 2515 7387 753 1712 19987 8271 28844 2918 3995 2183 3834 internal_value=0 0.0473244 0.0470683 0.0469755 0.0508133 0.0468217 0.0475971 0.0500824 0.0483478 0.0470733 0.0466749 0.0466094 0.0518059 0.0496192 0.0499988 0.048042 0.0465528 0.0466665 0.0477721 0.0465078 0.0464299 0.0463542 0.0468481 0.047718 0.0465714 0.0469367 0.0469852 0.0482834 0.0492275 0.0469032 internal_weight=0 28274.7 26341.6 24558.9 1933.11 19689.1 4869.77 1113.31 1782.73 9010.06 776.571 10679 819.798 759.839 467.84 1322.86 9278.97 4492.01 4093.2 3811.65 3101.97 2776.58 709.677 3673.22 1521.6 5949.78 1400.08 787.732 459.874 5481.68 internal_count=911180 169666 157436 146569 12230 117225 29344 6967 10867 53854 4613 63371 5263 4722 2924 8026 55014 26680 24731 22583 18356 16411 4227 22175 9024 35487 8357 4797 2841 32678 is_linear=0 shrinkage=0.01 Tree=5 num_leaves=31 num_cat=0 split_feature=11 6 10 3 48 3 48 10 48 5 10 10 3 3 10 10 3 6 10 10 10 10 3 5 3 6 10 6 3 3 split_gain=765386 50.9567 18.6597 10.6752 15.805 9.43035 5.40723 5.25467 4.98609 4.90033 3.4868 2.33067 2.31813 4.16303 2.16343 2.01376 1.8471 1.75645 1.77576 1.92925 1.59611 1.53814 1.53762 1.4779 1.45643 1.30948 1.84957 0.854623 0.837478 0.997985 threshold=1.0000000180025095e-35 3.5000000000000004 3.3250000000000006 1.0000000180025095e-35 1.0000000180025095e-35 0.50155279503105599 1.0000000180025095e-35 7.0450000000000008 1.0000000180025095e-35 5.5000000000000009 5.2950000000000008 4.5150000000000006 0.49341991341991348 0.33477011494252878 2.9750000000000005 3.2950000000000004 0.24165739710789766 30.500000000000004 6.5450000000000008 8.8850000000000016 7.0550000000000006 3.3250000000000006 0.25108695652173912 1.5000000000000002 0.29429808733309276 4.5000000000000009 4.995000000000001 1.5000000000000002 0.50155279503105599 0.49341991341991348 decision_type=2 2 10 2 2 2 2 10 2 8 10 10 2 2 10 8 2 2 10 10 10 10 2 10 2 2 10 2 2 2 left_child=-1 2 5 9 25 6 12 8 11 21 27 28 13 16 -6 -8 -2 18 -16 -20 -9 -3 23 -18 -12 -5 -27 -10 29 -4 right_child=1 3 7 4 14 -7 15 20 10 -11 24 -13 -14 -15 17 -17 22 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.012177172383344337 0.045184768981984307 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44.429684534668922 284.12437178194523 218.53411564230919 769.49866886436939 130.16334348917007 436.57676903903484 2921.157606869936 220.2438972145319 141.80055843293667 318.35138636827469 398.8426459133625 leaf_count=741514 26667 2849 2033 2126 2891 23213 3111 3193 5556 1752 3156 3606 26701 3892 2408 9485 7643 3194 1578 272 1666 1297 4466 761 2584 17223 1318 854 1867 2304 internal_value=0 0.0455992 0.0453801 0.0464 0.0465819 0.045237 0.0451171 0.0459518 0.0461125 0.0454598 0.046443 0.0457079 0.045035 0.0451437 0.0473663 0.0455784 0.0450702 0.0475884 0.0472639 0.0466979 0.0452356 0.0459177 0.044834 0.0446435 0.0460102 0.0461965 0.0462623 0.0468355 0.0454254 0.0452423 internal_weight=0 29047 22807.4 6239.65 5227.69 18241.4 14271.5 4565.95 3729.27 1011.96 2052.67 1676.59 12114.4 7489.06 1722.47 2157.17 6825.87 1236.77 710.235 311.312 836.679 706.252 2230.28 1460.79 976.351 3505.22 3141.4 1076.32 1065.06 746.706 internal_count=911180 169666 132758 36908 31010 105939 82726 26819 21960 5898 12150 9810 70130 43429 10343 12596 39537 7452 4258 1850 4859 4146 12870 8404 5740 20667 18541 6410 6204 4337 is_linear=0 shrinkage=0.01 Tree=6 num_leaves=31 num_cat=0 split_feature=10 1 10 1 10 6 10 1 1 3 10 6 1 10 10 1 10 1 10 2 1 10 2 1 2 2 2 3 1 5 split_gain=326393 43006 15390.1 17011.9 8646.33 5371.41 7381.67 10181.5 5689.41 4758.9 4073.63 3184.09 2866.71 1917.09 1404.71 1978.39 1315.03 1245.5 1235.97 992.484 1116.85 755.643 733.974 718.668 716.741 715.312 690.763 668.997 657.577 624.293 threshold=2.9750000000000005 -32.499999999999993 3.5950000000000002 -1.0000000180025095e-35 2.9750000000000005 4.5000000000000009 6.0550000000000006 -71.499999999999986 -45.499999999999993 1.0000000180025095e-35 6.1150000000000011 16.500000000000004 -30.499999999999996 2.3350000000000004 4.5750000000000011 -300.49999999999994 3.2350000000000008 -266.49999999999994 7.0450000000000008 1.0000000180025095e-35 -37.499999999999993 6.4750000000000005 0.73701079622132271 -302.49999999999994 0.012270400481782552 0.24165739710789766 0.62532051282051293 1.0000000180025095e-35 -32.499999999999993 1.5000000000000002 decision_type=10 8 10 8 8 2 10 8 10 2 10 2 10 10 10 10 10 10 10 2 8 10 2 10 2 2 2 2 10 10 left_child=1 4 3 24 27 6 14 17 18 10 -7 25 13 -3 15 23 -5 21 26 20 -16 -8 -19 29 -2 -6 -9 -1 -15 -4 right_child=2 12 5 16 11 9 7 8 -10 -11 -12 -13 -14 28 19 -17 -18 22 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0098623092306333524 0.0035618563720126663 0.042098382552771298 0.0055029239965958066 0.029630651504104249 0.034180842625510202 -0.0036440066015040037 -0.0044098313612642732 0.010608786549791725 -0.010366209351441917 -0.010575106773325764 0.033754504256236363 0.0027477712014523236 0.012260995503560117 0.034864074359073273 -0.0001216427465066055 -0.0076409747618199492 0.016748047380929984 -0.0088893633721887598 0.039528145943573831 -0.0092257221591661859 -0.0092481222424088561 0.026073116619359817 0.016158131382541675 0.034818453901013971 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0.00591477 0.0239006 -0.0101899 0.00857826 0.0226902 0.0397977 0.0403486 -0.00717594 -0.00313796 0.0237935 -0.00550837 0.0325262 -0.00823207 -0.00440658 0.0128051 -0.0077524 0.00329566 -0.00586146 0.0275133 0.0210474 0.000539398 0.0344351 0.00248483 internal_weight=0 25976 111819 8094.52 7078.34 103724 37894.2 4955.59 1924.87 65829.8 1323.85 3310.37 18897.7 18527 32938.6 6828.93 3197.61 3030.72 1537.78 26109.7 5383.53 330.83 2699.89 2811.72 4896.9 2665.67 582.632 3767.97 4230.4 2741.21 internal_count=911180 153668 757512 52422 45098 705090 253855 32053 11689 451235 8453 20269 108570 106225 221802 45370 19482 20364 9046 176432 35787 2097 18267 18276 32940 16017 3569 24829 24838 17863 is_linear=0 shrinkage=0.01 Tree=7 num_leaves=31 num_cat=0 split_feature=11 12 1 12 3 12 1 1 3 2 0 12 12 12 2 2 12 3 3 0 3 5 3 2 2 5 3 0 0 12 split_gain=719187 323.427 39.7391 34.5192 25.2822 13.5986 6.76205 5.1969 5.08117 8.57423 3.86023 3.41369 2.98131 2.85075 2.78055 2.53269 2.31948 2.1323 9.0321 2.08207 2.04907 1.78465 1.67439 1.65356 1.75174 1.60746 1.54252 1.5308 1.51863 1.42263 threshold=1.0000000180025095e-35 0.8784809708595277 -32.499999999999993 0.18897357583045957 0.50155279503105599 0.99894970655441295 -4.4999999999999991 -1.0000000180025095e-35 0.90501253132832093 0.96213569039656011 1.0000000180025095e-35 0.99894970655441295 0.51461192965507518 0.026551560498774003 0.96213569039656011 0.087337909992372217 0.99894970655441295 0.49341991341991348 0.33477011494252878 1.0000000180025095e-35 0.50155279503105599 5.5000000000000009 0.95030864197530873 0.74891304347826104 0.75110619469026563 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.026551560498774003 decision_type=2 2 8 2 2 2 8 8 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 10 2 2 2 2 left_child=-1 3 5 6 11 14 13 12 9 10 -7 -4 -5 26 28 -10 -6 18 23 22 -9 -11 -18 -13 25 -25 -2 -15 -3 -8 right_child=1 2 4 7 16 8 29 20 15 21 -12 17 -14 27 -16 -17 19 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 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3601.7906544804573 5044.5383099466562 1241.6185394823551 1488.0414878875017 142.1256068199873 286.67157474160194 643.40749523043633 1308.9616273194551 2174.5500803142786 143.95349203050137 537.9643522053957 140.87009611725807 435.72520364820957 160.90522748231888 leaf_count=741514 886 5557 5636 2678 2021 7268 652 1876 2417 2783 7246 23418 3986 1988 1155 3206 20250 27851 6973 8296 826 1575 3585 7179 12036 804 3276 830 2477 935 internal_value=0 0.043066 0.0427201 0.0461577 0.0425175 0.043441 0.0472901 0.045156 0.0431512 0.0433387 0.0436187 0.0422987 0.0455208 0.0476227 0.0442271 0.0425299 0.0430617 0.0422586 0.0423501 0.043013 0.0442738 0.0424243 0.0431259 0.0422247 0.0420681 0.0417993 0.0480341 0.0470243 0.0443864 0.0458667 internal_weight=0 30245.8 27202.7 3043.11 21234 5968.71 1428.41 1614.7 4360.86 3349.63 2564.54 15145 1142.29 1157.87 1607.85 1011.23 6089.03 14136.9 9092.35 5733.24 472.403 785.088 4245.2 7850.73 3627.47 1452.92 686.062 471.809 1402.19 270.54 internal_count=911180 169666 151733 17933 118049 33684 8567 9366 24495 18872 14514 83897 6664 6980 9189 5623 34152 78261 50410 32131 2702 4358 23835 43437 20019 7983 4162 2818 8034 1587 is_linear=0 shrinkage=0.01 Tree=8 num_leaves=31 num_cat=0 split_feature=11 12 10 12 6 10 10 10 6 3 10 6 12 6 12 12 12 2 10 3 3 2 12 2 3 12 12 6 2 3 split_gain=693634 283.052 61.5738 29.996 20.5205 16.3591 11.7985 10.5661 7.16944 6.75076 5.20239 4.39017 3.58241 3.52421 2.45354 2.21834 2.04859 1.96882 2.05177 1.80026 3.49064 2.05649 1.74738 1.46409 1.42189 1.41796 1.36863 1.36043 1.18736 1.16191 threshold=1.0000000180025095e-35 0.8784809708595277 3.2050000000000005 0.18897357583045957 3.5000000000000004 7.0450000000000008 2.6750000000000003 2.6750000000000003 3.5000000000000004 0.50155279503105599 8.2700000000000014 30.500000000000004 0.99766892194747936 4.5000000000000009 0.026551560498774003 0.97252115607261669 0.026551560498774003 0.98936170212765973 3.5950000000000002 0.49341991341991348 0.33477011494252878 0.74891304347826104 0.99999827146530174 0.75110619469026563 0.50155279503105599 0.51461192965507518 0.99894970655441295 3.5000000000000004 0.66751700680272119 0.50155279503105599 decision_type=2 2 10 2 2 10 10 10 2 2 10 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 4 7 9 8 27 14 12 15 11 26 -4 25 -2 -3 -9 18 -10 20 21 28 -6 -23 -14 -8 -7 -5 -17 -12 right_child=1 2 5 6 22 10 13 16 17 -11 29 -13 24 -15 -16 19 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.012108604328711175 0.044993500683546683 0.041737230362290038 0.042881780761504389 0.042189911860523351 0.042160470625534144 0.042133728192037478 0.044372148313396212 0.046505078519213622 0.042471365224729038 0.041330216436822415 0.041721925885271655 0.043463867363461375 0.041929390081189538 0.045041871080576383 0.043496247083116349 0.040973992363408034 0.045602472281791012 0.041873536718162477 0.043433018913855745 0.040691294469028014 0.041579541090129075 0.040449945305431008 0.041663863436417307 0.040861529797539167 0.042447151558469842 0.0434783913428642 0.040854666071704869 0.043470558967549824 0.041779936382711255 0.042960841131595554 leaf_weight=106614.02852654457 225.74289552867413 283.66181218624115 724.72803947329521 457.70103007555008 1013.3647689223289 90.13706237077713 288.39487239718437 592.11307969689369 283.34043385088444 3927.9160980135202 120.63356816768646 73.335916876792908 1772.5352228432894 346.1292383223772 212.44705420732498 4457.3357289582491 437.06206527352333 117.61095316708088 1022.6036362200975 4967.5695911496878 754.5700106471777 1499.7823892980814 2355.4259269982576 2039.652777582407 756.89169523119926 461.68721027672291 1163.6556742191315 101.31090784072876 190.61602462828159 203.22568896412849 leaf_count=741514 1306 1557 4053 2531 5601 498 1652 3508 1574 21416 662 414 9760 2004 1200 24160 2553 647 5770 26800 4131 8059 12913 11035 4203 2607 6295 572 1047 1138 internal_value=0 0.0416723 0.0413519 0.0445271 0.0410966 0.0422188 0.0436043 0.0455681 0.0425209 0.0409633 0.041363 0.0410857 0.0422619 0.0442072 0.0442676 0.0408618 0.0461218 0.0431128 0.0432244 0.0408439 0.0409287 0.0408687 0.0418132 0.0406871 0.0420843 0.043822 0.0409466 0.042422 0.041007 0.0424994 internal_weight=0 30941.2 27818.6 3122.59 21489.9 6328.7 1655.22 1467.37 4677.71 18121.1 1650.99 1327.13 3254.15 1096.21 438.19 14193.2 1029.18 1423.56 1305.94 13909.5 8941.96 8187.39 3368.79 3539.44 2529.43 750.082 1253.79 559.012 4647.95 323.859 internal_count=911180 169666 151733 17933 116719 35014 9366 8567 26007 98205 9007 7207 18016 6263 2506 76789 6061 7991 7344 75232 48432 44301 18514 19094 13963 4259 6793 3103 25207 1800 is_linear=0 shrinkage=0.01 Tree=9 num_leaves=31 num_cat=0 split_feature=11 12 10 12 6 10 10 10 6 48 3 10 6 48 10 6 12 12 2 10 10 6 12 2 12 6 3 10 3 2 split_gain=669823 248.819 54.292 26.2022 18.1075 14.3997 10.3425 9.23273 6.35045 6.32628 5.52601 4.58636 3.86662 3.82478 3.27439 3.08095 2.58323 2.1637 2.04752 2.1449 1.80505 1.61625 1.241 1.23835 1.20823 1.19519 1.17886 1.14314 1.02163 1.01267 threshold=1.0000000180025095e-35 0.8784809708595277 3.2050000000000005 0.18897357583045957 3.5000000000000004 7.0450000000000008 2.6750000000000003 2.9150000000000005 1.5000000000000002 1.0000000180025095e-35 0.50155279503105599 8.2700000000000014 30.500000000000004 1.0000000180025095e-35 3.2050000000000005 4.5000000000000009 0.99766892194747936 0.026551560498774003 0.98936170212765973 3.5950000000000002 2.3350000000000004 1.5000000000000002 0.51461192965507518 0.49844720496894418 0.99894970655441295 3.5000000000000004 0.50155279503105599 2.9150000000000005 0.50155279503105599 0.98936170212765973 decision_type=2 2 10 2 2 10 10 10 2 2 2 10 2 2 8 2 2 2 2 10 10 2 2 2 2 2 2 8 2 2 left_child=-1 3 4 7 9 8 25 17 16 10 20 12 24 29 -11 22 -4 -2 19 -10 23 -9 -8 -3 -7 -5 -18 -19 -13 -6 right_child=1 2 5 6 13 11 15 21 18 14 -12 28 -14 -15 -16 -17 26 27 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.012083228699422828 0.043531645746698662 0.039676410148961033 0.041448179614259707 0.040860323143889189 0.040448272858266375 0.04080847072827485 0.04288051844936544 0.044111530575568214 0.041044937455597105 0.040943677834424631 0.040018310097422044 0.04042604380812416 0.042040619266845158 0.041333383834780107 0.040011548588889466 0.043498879118340793 0.040585247078825083 0.042959605640397705 0.040575362971353501 0.041931064706814576 0.039782378538942724 0.04492163354370414 0.042054230721943413 0.039422798422338257 0.039619665743330416 0.042047013523882557 0.041076826927089895 0.041607610971537944 0.041575140360522116 0.039904811353604852 leaf_weight=105773.75946059823 262.22548808157444 2605.2753536403179 637.93339881300926 467.81631784141064 2560.8193257004023 92.123356997966766 295.40632013976574 457.18666289746761 346.61986528337002 452.59789708256721 3157.6413424909115 123.24206702411175 75.051574617624283 485.27570569515228 2251.9785319566727 354.77825151383877 1651.6317322254181 116.43781819939613 165.28299835324287 1288.8759737610817 2654.6569712907076 533.8655012845993 472.49304690957069 7377.0472191125154 1187.8044520169497 103.68121868371964 692.3243499994278 135.10147850215435 207.87516561150551 395.87585438787937 leaf_count=741514 1482 13820 3485 2531 13760 498 1652 2608 1881 2452 16846 662 414 2646 12013 2004 8895 652 890 7097 14107 3085 2607 38967 6295 572 3759 740 1138 2108 internal_value=0 0.0403796 0.0400819 0.0430237 0.0398446 0.040887 0.0421707 0.0439839 0.0411672 0.0397206 0.0396441 0.0400924 0.0398346 0.0405106 0.0401675 0.0427282 0.040884 0.042896 0.0416361 0.0417433 0.0395506 0.0445479 0.0423721 0.039489 0.0397052 0.0410756 0.0407304 0.0422335 0.0411474 0.0403755 internal_weight=0 31608.9 28409.9 3198.99 21941.2 6468.76 1694.18 1504.82 4782.67 18499.2 15794.6 1686.1 1354.98 3441.97 2704.58 1122.68 2981.89 513.765 1800.78 1635.5 12637 991.052 767.899 9982.32 1279.93 571.498 2343.96 251.539 331.117 2956.7 internal_count=911180 169666 151733 17933 116719 35014 9366 8567 26007 98205 83740 9007 7207 18514 14465 6263 16139 2874 9868 8978 66894 5693 4259 52787 6793 3103 12654 1392 1800 15868 is_linear=0 shrinkage=0.01 Tree=10 num_leaves=31 num_cat=0 split_feature=11 10 10 6 6 6 10 3 10 10 10 10 2 2 0 6 10 6 3 3 3 2 2 2 3 3 6 6 10 2 split_gain=647572 128.526 23.8717 22.5546 13.6143 12.7275 7.25081 6.22548 4.53604 3.74815 3.68471 5.77845 3.57507 1.93423 1.69551 1.64287 1.63783 1.63103 1.60625 1.47417 2.44934 1.43104 1.40495 1.37418 1.1548 1.13692 1.04758 4.13995 0.977462 0.909047 threshold=1.0000000180025095e-35 3.2050000000000005 7.0450000000000008 3.5000000000000004 1.5000000000000002 30.500000000000004 8.3400000000000016 0.50155279503105599 3.5950000000000002 2.4750000000000005 4.5750000000000011 6.1150000000000011 0.98936170212765973 0.82683658170914553 1.0000000180025095e-35 28.500000000000004 2.3350000000000004 1.0000000180025095e-35 0.39415279556124627 0.49341991341991348 0.33477011494252878 0.74891304347826104 0.75110619469026563 0.98936170212765973 0.49341991341991348 0.29429808733309276 29.500000000000004 4.5000000000000009 6.0550000000000006 0.66751700680272119 decision_type=2 10 10 2 2 2 10 2 10 10 10 10 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 2 10 2 left_child=-1 3 4 7 10 6 26 9 -6 19 14 25 15 -5 -3 -10 -9 -8 -19 20 21 29 -23 -13 -11 -12 27 -4 -14 -2 right_child=1 2 5 13 8 -7 17 16 12 24 11 23 28 -15 -16 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.012058210975141082 0.038615379229887017 0.040184000201550718 0.038605463630275658 0.039595695067804929 0.040169136624822202 0.041741869938085013 0.039520302425392319 0.038893245730639875 0.041191708046902469 0.039098540848342543 0.040396200645027032 0.039805662512285525 0.040589082579892993 0.038957396640776229 0.039569092255979627 0.041813073174818555 0.039354628231511125 0.038748632540430733 0.041257858205484388 0.038350089613901836 0.03918638276445581 0.038139700001770194 0.038551634334324236 0.038619226776036693 0.038680370243986927 0.040926337490222509 0.038123654048827962 0.040877515450015375 0.039048635400711865 0.039324523545794569 leaf_weight=104937.47370584309 4412.7161434441805 760.34791408479214 973.27019961178303 3268.9435290694237 457.67063735425472 184.70873339474201 169.34269672632217 3339.2911732494831 1401.787803336978 1481.208094060421 696.6040586233139 302.65267024934292 85.772948369383812 555.40476678311825 1093.0220582783222 610.9700059145689 999.73633994162083 30.249516040086746 162.86873956024647 4323.1937592625618 611.62650917470455 1460.3191286176443 1911.9911952465773 144.10665026307106 1191.7005322426558 964.84044986963272 300.31184527277946 87.39869312942028 79.250420823693275 188.48745040595531 leaf_count=741514 22995 4068 5071 17318 2448 1014 896 17483 7626 7782 3740 1609 462 2911 5788 3358 5275 158 887 22428 3218 7549 9953 751 6217 5226 1552 473 416 994 internal_value=0 0.0391774 0.0402322 0.0387996 0.0405172 0.0392472 0.0389798 0.0386646 0.0410741 0.0385713 0.0401466 0.0404326 0.0412643 0.039503 0.0398214 0.0413803 0.0389996 0.0402367 0.0408648 0.0385007 0.0385765 0.0385297 0.0383733 0.039423 0.0389121 0.0407041 0.0386451 0.0387927 0.0398493 0.0386444 internal_weight=0 32249.8 8505.18 23744.6 6597.03 1908.15 1723.44 19920.3 2635.45 15581.2 3961.57 2108.2 2177.78 3824.35 1853.37 2012.76 4339.03 362.461 193.118 12908.3 8585.14 7973.51 3372.31 446.759 2672.91 1661.44 1360.98 1060.67 165.023 4601.2 internal_count=911180 169666 45543 124123 35492 10051 9037 103894 14310 81136 21182 11326 11862 20229 9856 10984 22758 1941 1045 67137 44709 41491 17502 2360 13999 8966 7096 5544 878 23989 is_linear=0 shrinkage=0.01 Tree=11 num_leaves=31 num_cat=0 split_feature=11 10 48 10 10 6 6 6 10 6 2 48 2 10 10 48 10 10 10 6 2 10 10 10 10 6 2 10 2 6 split_gain=626728 114.127 23.786 21.7458 14.4722 12.5224 12.2732 11.2791 6.43956 5.00164 4.55338 3.91078 4.07361 3.06063 5.1184 3.39012 2.21232 1.81766 1.67683 1.44443 1.34621 1.33249 1.28644 1.22488 1.13767 1.03053 0.964709 0.945514 0.935306 0.932695 threshold=1.0000000180025095e-35 3.2350000000000008 1.0000000180025095e-35 7.0450000000000008 3.2350000000000008 1.5000000000000002 3.5000000000000004 30.500000000000004 8.3400000000000016 9.5000000000000018 0.49844720496894418 1.0000000180025095e-35 0.98936170212765973 4.5750000000000011 6.1150000000000011 1.0000000180025095e-35 3.5950000000000002 4.5550000000000006 2.3350000000000004 1.0000000180025095e-35 0.98936170212765973 6.9850000000000012 2.3350000000000004 6.1250000000000009 5.2950000000000008 1.5000000000000002 0.98936170212765973 3.3250000000000006 0.055738304093567205 29.500000000000004 decision_type=2 10 2 10 8 2 2 2 10 2 2 2 2 10 10 2 10 10 10 2 2 10 10 10 10 2 2 10 2 2 left_child=-1 2 6 5 25 13 10 8 29 -6 22 16 21 15 28 -3 -7 27 -12 -10 -21 -13 -2 -16 -14 -4 -8 -17 -15 -5 right_child=1 3 4 7 9 11 26 -9 19 -11 18 12 24 14 23 17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.012033544408509454 0.037590334416064776 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174.1899533867836 22.935906857252121 112.40185816586018 1437.9909233301878 289.25543926656246 116.74887096881866 445.94295504689217 437.19759580492973 369.04839806258678 1002.831572458148 305.7174869030714 leaf_count=741514 27134 6467 3697 5544 13638 1611 14644 1014 896 1252 40289 6367 168 3646 851 749 4595 352 12150 928 117 593 7407 1509 604 2368 2243 1961 5320 1552 internal_value=0 0.0380567 0.0377075 0.0390511 0.0384087 0.039325 0.037568 0.0381218 0.0378721 0.0380307 0.0374602 0.039862 0.0402104 0.0389715 0.0392271 0.0386705 0.0394334 0.0393015 0.0373279 0.0390446 0.0396295 0.0403899 0.0376623 0.0382858 0.0386391 0.0393576 0.0381294 0.0395061 0.0394799 0.0375593 internal_weight=0 32864.4 24322.8 8541.58 4034.96 6596.93 20287.8 1944.65 1755.94 2885.59 17020.6 2619.11 1444.51 3977.82 2151.04 1826.79 1174.6 580.807 10284.6 369.754 197.126 1296.44 6736.01 455.384 148.073 1149.36 3267.26 512.291 1695.65 1386.19 internal_count=911180 169666 124822 44844 20955 34793 103867 10051 9037 14890 86980 13938 7732 20855 11326 9529 6206 3062 52439 1941 1045 6960 34541 2360 772 6065 16887 2710 8966 7096 is_linear=0 shrinkage=0.01 Tree=12 num_leaves=31 num_cat=0 split_feature=11 12 10 12 6 10 10 1 12 1 2 6 1 12 10 10 10 6 6 6 10 2 2 0 1 12 6 2 6 10 split_gain=607154 186.839 40.5054 14.9174 12.8242 10.252 8.75457 6.84948 4.95777 4.32037 3.58025 3.29978 3.244 2.77814 2.58947 2.25118 1.98523 1.6256 1.27147 1.17659 1.16802 0.996351 0.985915 0.978074 0.952618 0.940159 0.716725 0.698922 0.664778 0.635517 threshold=1.0000000180025095e-35 0.78322452306747448 3.2050000000000005 0.036334333941340412 3.5000000000000004 7.0450000000000008 2.6750000000000003 -32.499999999999993 0.99766892194747936 -74.499999999999986 0.49844720496894418 7.5000000000000009 -1.4999999999999998 0.51461192965507518 2.3850000000000002 8.8450000000000006 3.2050000000000005 3.5000000000000004 3.5000000000000004 3.5000000000000004 2.3850000000000002 0.091372912801484213 0.49844720496894418 1.0000000180025095e-35 -52.499999999999993 0.97252115607261669 4.5000000000000009 0.98936170212765973 4.5000000000000009 3.5950000000000002 decision_type=2 2 10 2 2 10 10 8 2 8 2 2 8 2 10 10 8 2 2 2 10 2 2 2 10 2 2 2 2 10 left_child=-1 3 4 14 7 8 19 16 18 -7 21 22 -6 17 -2 24 -3 -8 -4 -5 -12 -9 -10 -23 -11 -14 -15 -27 -16 -13 right_child=1 2 5 6 12 9 13 10 11 15 20 29 25 26 28 -17 -18 -19 -20 -21 -22 23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.012009222868138171 0.039488714981472488 0.037542834187197303 0.037974790908309131 0.037760602739759931 0.037806868205207164 0.037920931152581869 0.039362010269190152 0.036490132225505095 0.037493163547935235 0.036391041195595442 0.036230327319536272 0.037534010524602632 0.038173329342084054 0.038472088441094864 0.040428667062939516 0.037758699182010642 0.036831405914850082 0.040247828493837921 0.038635944527002371 0.03881398581112621 0.036488921407251011 0.036879317321088387 0.037123850283263357 0.036464666860482664 0.03757972140094535 0.037021495155484738 0.039328675854370478 0.036570973644149254 0.041030652235244117 0.038106667469095808 leaf_weight=103277.05082502961 235.0490175485611 504.35378582775593 923.9380196928978 539.66617886722088 573.69052587449551 283.66589289903641 554.10839140415192 4593.620218038559 1431.2214764505625 1309.6464717239141 8074.8269851654768 257.98296365141869 65.539907842874527 318.54837355017662 418.49629426002502 145.81998436152935 1764.4770187586546 330.87604983150959 424.51767010986805 131.96422950923443 2228.8016892075539 1661.6667178720236 1460.4831652641296 864.98576009273529 71.079130947589874 2642.2272569090128 140.88091416656971 395.95040939748287 326.61310003697872 778.86417630314827 leaf_count=741514 1243 2581 4763 2772 2949 1461 2924 23090 7318 6572 40409 1320 339 1656 2248 749 8921 1772 2213 690 11203 8408 7421 4346 364 13402 743 1993 1772 4024 internal_value=0 0.0370092 0.0367748 0.0393919 0.036574 0.037437 0.0388999 0.0364727 0.0376598 0.0367876 0.0364054 0.0374802 0.037116 0.0393657 0.0404039 0.036577 0.0369896 0.0396932 0.0381829 0.0379676 0.0362863 0.0365779 0.0373066 0.0367374 0.0364522 0.0369883 0.0387348 0.0369628 0.0406925 0.0379642 internal_weight=0 33453.6 30457.4 2996.2 23370.1 7087.22 2016.04 19692.7 5277.01 1810.21 17423.9 3928.55 3677.41 1344.41 980.158 1526.55 2268.83 884.984 1348.46 671.63 10303.6 7120.27 2891.7 2526.65 1380.73 3103.72 459.429 3038.18 745.109 1036.85 internal_count=911180 169666 153846 15820 117641 36205 10557 98958 27059 9146 87456 20083 18683 7095 5263 7685 11502 4696 6976 3462 51612 35844 14739 12754 6936 15734 2399 15395 4020 5344 is_linear=0 shrinkage=0.01 Tree=13 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 1 1 12 6 12 6 1 3 2 2 1 6 6 3 2 6 1 12 6 12 12 0 6 3 2 split_gain=506493 7608.81 5798.21 866.86 731.084 583.57 443.935 422.14 382.973 287.954 264.668 237.369 205.158 137.907 131.548 117.555 116.526 115.45 115.216 111.538 98.7131 95.9541 83.7514 83.7496 81.375 75.3756 73.1708 67.0549 58.4827 54.8696 threshold=0.3781151175498963 0.015218299813568552 0.94052824378013633 0.094556797295808764 0.00099748477805400022 -371.49999999999994 -112.49999999999999 0.99766892194747936 3.5000000000000004 0.65440738201141369 3.5000000000000004 -122.49999999999999 0.51530771633864425 0.040202020202020204 0.028778467908902653 -103.49999999999999 64.500000000000014 1.5000000000000002 0.51530771633864425 0.051836094939543158 1.5000000000000002 -367.49999999999994 0.65440738201141369 38.500000000000007 0.00014260681928130004 0.0070173616986721008 1.0000000180025095e-35 45.500000000000007 0.50155279503105599 0.94494949494949509 decision_type=2 2 2 2 2 10 10 2 2 2 2 10 2 2 2 10 2 2 2 2 2 10 2 2 2 2 2 2 2 2 left_child=1 4 5 11 24 8 10 27 12 19 18 17 22 -8 -13 -6 -11 28 -5 -7 -21 -20 -2 -15 -1 -17 -16 -4 -3 -10 right_child=2 3 7 6 15 9 13 -9 29 16 -12 14 -14 23 26 25 -18 -19 21 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011877680108349473 0.016340030391535289 0.0007355810412897235 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212.92694978415966 262.22776159644127 83.693381547927856 338.8375272154808 136.56265120208263 6725.0265847444534 631.63259197771549 169.99200727045536 243.13172034919262 298.36699490249157 20.467599213123322 leaf_count=619311 1033 2585 11713 2576 23084 1165 1418 138797 2012 5414 3509 1772 1329 2944 5346 15608 679 6533 1176 1209 1612 519 1841 898 48202 4317 1083 1336 2045 114 internal_value=0 -0.0109649 0.0338831 0.00118044 -0.0115722 0.0202986 0.0061485 0.0351643 0.0144362 0.0237656 0.00219631 -0.00237142 0.0184669 0.0116332 0.000923329 -0.00822129 0.0268926 -0.00488646 0.00630534 0.0186616 0.0159781 0.00105431 0.0219 0.00911421 -0.0117943 -0.00674097 -0.00083533 0.0312309 -0.00179339 0.00553142 internal_weight=0 103157 33314.1 4912.54 98244.5 2871.22 2047.99 30442.9 1067 1804.22 1190.29 2864.55 734.523 857.697 1240.06 6106.18 1118.79 1624.5 676.56 685.427 475.155 258.315 516.553 614.992 92138.3 2855.69 960.126 2504.01 692.4 332.476 internal_count=911180 742926 168254 32404 710522 16408 13040 151846 6329 10079 7780 19364 4203 5260 8201 43009 6093 11163 4271 3986 2821 1695 2874 3842 667513 19925 6429 13049 4630 2126 is_linear=0 shrinkage=0.01 Tree=14 num_leaves=31 num_cat=0 split_feature=11 12 12 12 6 6 6 2 48 3 48 12 12 12 6 12 48 12 2 3 3 5 3 12 2 2 2 2 5 2 split_gain=573155 278.25 37.26 19.4533 16.8138 5.83393 5.68856 5.49551 4.56171 4.8131 3.37481 2.92931 2.24183 2.00461 1.75253 1.67843 1.15265 0.902582 0.88682 2.04289 1.50453 1.17929 0.871805 0.85487 0.782818 0.766452 0.747895 0.717565 0.700243 0.693224 threshold=1.0000000180025095e-35 0.65440738201141369 0.99766892194747936 0.036334333941340412 4.5000000000000009 4.5000000000000009 3.5000000000000004 0.98936170212765973 1.0000000180025095e-35 0.50155279503105599 1.0000000180025095e-35 0.97252115607261669 0.18897357583045957 0.99999982118606578 3.5000000000000004 0.97252115607261669 1.0000000180025095e-35 0.3781151175498963 0.74891304347826104 0.49341991341991348 0.33477011494252878 1.5000000000000002 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0.0354972 0.0356733 0.0372537 0.0349916 0.0394092 0.0366084 0.0353362 0.0385121 0.0345522 0.0345969 0.034738 0.0344147 0.0359967 -0.0119642 0.0347924 0.0343573 0.0352119 0.0344981 0.0346244 0.0361432 internal_weight=0 34499.5 31826.3 2673.22 28252.1 3574.23 1676.67 5033.75 23218.3 18650.7 4161.02 2686.41 1155.36 4567.65 996.547 887.824 1315.19 521.311 14438.6 10899.4 5284.84 3539.17 1371.22 101715 2398.66 3220.99 2168.98 1756.87 872.73 414.04 internal_count=911180 169666 155807 13859 138018 17789 8596 24813 113205 90826 20564 13317 5884 22379 5263 4472 6482 2712 70209 53040 25780 17169 6835 741514 11712 15610 10667 8535 4249 2069 is_linear=0 shrinkage=0.01 Tree=15 num_leaves=31 num_cat=0 split_feature=11 12 10 12 12 6 10 1 10 10 3 12 1 6 10 10 6 12 12 12 6 12 6 6 10 2 12 6 3 12 split_gain=556635 249.494 33.6162 24.1164 10.7907 9.9973 6.21405 5.48706 5.27072 3.99792 2.92319 2.79352 2.6191 2.48946 2.13032 1.74363 1.50104 1.49555 1.4175 1.40817 1.31436 1.28966 1.16911 1.05995 0.893938 0.886654 0.824763 0.791854 0.767841 0.707648 threshold=1.0000000180025095e-35 0.78322452306747448 3.2050000000000005 0.094556797295808764 0.99766892194747936 3.5000000000000004 7.0450000000000008 -32.499999999999993 2.6750000000000003 2.9150000000000005 0.50155279503105599 0.51461192965507518 -1.4999999999999998 7.5000000000000009 8.3400000000000016 3.2050000000000005 3.5000000000000004 0.97252115607261669 0.0070173616986721008 0.97252115607261669 4.5000000000000009 0.0089773964136838514 30.500000000000004 3.5000000000000004 2.3350000000000004 0.98936170212765973 0.094556797295808764 4.5000000000000009 0.50155279503105599 0.51461192965507518 decision_type=2 2 10 2 2 2 10 8 10 10 2 2 8 2 10 8 2 2 2 2 2 2 2 2 10 2 2 2 2 2 left_child=26 3 5 9 20 7 13 15 23 18 19 16 -7 28 22 -3 -10 -14 -2 -9 -4 -11 -8 29 -21 -22 -1 -13 -6 -5 right_child=1 2 4 8 6 12 14 10 11 21 -12 27 17 -15 -16 -17 -18 -19 -20 24 25 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.01193617123680802 0.037919870478513813 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11396.458137512207 481.15611577033997 434.14250233769417 53.872093215584755 113.048519089818 2890.2093913704157 43.485655590891838 2674.1982731223106 147.35244017839432 913.92430500686169 199.35911837220192 leaf_count=722913 973 2581 5356 1360 10279 2949 6423 1462 2270 2463 17573 1656 339 5344 1472 8921 1277 15395 1297 54542 2395 2240 265 567 13879 211 18601 743 4460 974 internal_value=0 0.0343321 0.0340682 0.0370321 0.0346573 0.0338894 0.0344566 0.0338019 0.0362629 0.0380378 0.033743 0.0366483 0.0343568 0.0346662 0.033947 0.0342538 0.0370519 0.0342446 0.0372624 0.0336797 0.0353807 0.0384194 0.033782 0.0354887 0.0336654 0.0357919 -0.0119409 0.0360615 0.0345189 0.0352812 internal_weight=0 35019.1 31901.3 3117.83 7431.76 24469.5 5817.52 20614.4 1766.7 1351.13 18236.9 1179.64 3855.06 4121.97 1695.55 2377.52 698.895 3252.85 445.665 14588.3 1614.24 905.467 1393.66 587.058 14286.7 524.642 100899 480.747 3032.8 474.01 internal_count=911180 169666 153846 15820 36205 117641 28243 98958 8847 6973 87456 5946 18683 20083 8160 11502 3547 15734 2270 69883 7962 4703 6688 2901 68421 2606 741514 2399 14739 2334 is_linear=0 shrinkage=0.01 Tree=16 num_leaves=31 num_cat=0 split_feature=1 0 3 3 0 5 3 3 1 3 3 3 5 1 5 5 5 3 3 4 1 3 3 5 5 5 3 4 4 1 split_gain=115227 16902.5 13368.7 8078.75 5280.18 4689.94 3022.79 6801.2 2831.88 2161.98 2095.91 4326.87 2044.62 1973.65 1700.64 1469.46 1377.03 1326.28 1274.32 1199.62 1194.45 1130.85 1759.19 944.24 914.94 892.028 885.525 857.331 800.564 789.048 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.25108695652173912 1.0000000180025095e-35 2.5000000000000004 0.90501253132832093 0.90943267259056748 -90.499999999999986 0.99938118811881205 0.51234756097560985 0.49341991341991348 1.5000000000000002 -65.499999999999986 1.5000000000000002 1.5000000000000002 1.5000000000000002 0.99938118811881205 0.49341991341991348 24.500000000000004 -15.499999999999998 0.33248299319727892 0.33477011494252878 5.5000000000000009 11.500000000000002 8.5000000000000018 0.67403517342452379 20.500000000000004 29.500000000000004 -189.49999999999997 decision_type=8 2 2 2 2 10 2 2 10 2 2 2 10 10 10 10 10 2 2 8 10 2 2 10 10 10 2 10 8 10 left_child=2 3 8 16 6 10 -4 13 29 -9 11 21 18 -8 -13 -12 28 -17 -3 -11 -6 -5 -23 27 -25 -14 -20 -10 -2 -1 right_child=1 12 4 5 20 -7 7 9 23 19 15 14 25 -15 -16 17 -18 -19 26 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.0024748734694182125 0.014371208981011491 0.020292420767667522 -0.0093944636657337915 -0.0043515488155110357 0.0013617848328686421 -0.004862740082730254 -0.01009532433231964 -0.0098465526215648688 -0.00060044443680845919 -0.0084977112967886473 0.0073808189183600364 0.012263472978111598 0.0089548443480592845 0.030141499235326507 0.027127906774910296 -0.0029984408984484933 0.00762903591699415 0.021525092212036651 0.028247248719199813 0.0051957052323421474 -0.010729094444670418 0.018838012736922861 0.0049733784865187277 0.027864462279630891 -0.0010275500905017206 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2.03398 1.85306 1.83345 1.45289 1.43504 1.27859 1.27147 1.24247 threshold=1.0000000180025095e-35 0.8784809708595277 -1.0000000180025095e-35 0.094556797295808764 3.5000000000000004 0.99999827146530174 0.96213569039656011 0.49844720496894418 4.5000000000000009 4.5000000000000009 1.0000000180025095e-35 -1.4999999999999998 0.091372912801484213 -1.0000000180025095e-35 0.087337909992372217 0.012270400481782552 0.51461192965507518 0.81866537717601562 5.5000000000000009 0.50144508670520238 0.66522988505747138 2.5000000000000004 0.98936170212765973 0.97252115607261669 0.51461192965507518 1.0000000180025095e-35 1.0000000180025095e-35 0.023937770392229853 1.5000000000000002 0.66751700680272119 decision_type=2 2 8 2 2 2 2 2 2 2 2 8 2 8 2 2 2 2 10 2 2 2 2 2 2 2 2 2 10 2 left_child=-1 3 5 11 7 6 9 10 13 26 15 21 14 16 -7 -4 -5 23 -8 -9 -21 -2 25 -6 -10 -14 27 -3 -22 -30 right_child=1 2 4 8 17 12 18 19 24 -11 -12 -13 22 -15 -16 -17 -18 -19 -20 20 28 -23 -24 -25 -26 -27 -28 -29 29 -31 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internal_count=911180 169666 151733 17933 113242 38491 21692 92083 10960 17797 37202 6973 16799 7940 8606 16820 5450 21159 3895 54881 26405 5810 8193 18528 3020 6083 11947 6358 22321 4274 is_linear=0 shrinkage=0.01 Tree=18 num_leaves=31 num_cat=0 split_feature=11 10 10 3 5 0 3 3 3 10 10 10 3 0 10 3 10 5 5 3 0 10 10 3 3 5 5 3 3 3 split_gain=520711 114.808 22.3081 21.0264 17.1807 10.8726 6.77075 5.88569 8.998 5.41237 4.623 4.32467 5.16379 3.98635 2.94318 2.83222 2.68888 2.26212 1.8324 1.79248 1.46421 1.39978 1.6934 1.8925 1.3015 1.82301 1.09468 1.04776 2.58778 0.939444 threshold=1.0000000180025095e-35 3.2350000000000008 7.0450000000000008 0.50155279503105599 1.5000000000000002 1.0000000180025095e-35 0.25108695652173912 0.49341991341991348 0.33477011494252878 3.5950000000000002 4.5750000000000011 7.0550000000000006 0.091229193341869366 1.0000000180025095e-35 6.1150000000000011 0.20112359550561798 2.5450000000000004 3.5000000000000004 1.5000000000000002 0.96352549889135264 1.0000000180025095e-35 4.995000000000001 6.0550000000000006 0.99938118811881205 0.33248299319727892 8.5000000000000018 1.5000000000000002 0.24165739710789766 0.25108695652173912 0.67403517342452379 decision_type=2 10 10 2 10 2 2 2 2 10 10 10 2 2 10 2 10 10 10 2 2 10 10 2 2 10 10 2 2 2 left_child=-1 3 5 7 15 6 14 8 16 -8 29 -6 20 19 -3 -4 18 -14 27 26 -13 -11 23 -23 25 -20 -5 -2 -29 -7 right_child=1 2 4 13 11 10 9 -9 -10 21 -12 12 17 -15 -16 -17 -18 -19 24 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.011886793137472205 0.031908927720962876 0.033603900244916857 0.0331001464002788 0.032747804790052862 0.031479932314639865 0.032646233843316927 0.03327755774663585 0.031698454929206921 0.032755740745300431 0.034091264677713111 0.033621507392013202 0.031457571836183446 0.032633910448511882 0.032214891094052782 0.032533845852573268 0.035025598431053323 0.032349393804288695 0.033904555070762094 0.032587071129720119 0.032356513129335802 0.032852741131276383 0.034914938631443022 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0.0339324 0.0319463 0.0320691 0.0341497 0.0331008 0.0320972 0.0324931 0.0325725 0.0333043 0.0344656 0.0319678 0.0331176 0.0319052 0.0327227 0.0317262 0.0343181 0.0345178 0.0347271 0.0322062 0.0323939 0.0328164 0.0318424 0.0316458 0.032715 internal_weight=0 36161.8 9402.62 26759.2 2140.01 7262.61 4961.17 19338.6 12931.7 3686.11 2301.44 1769.61 1078.17 7420.6 1275.07 370.405 11268.7 594.292 9682.33 5225.24 483.879 3089.68 1642.74 1152.87 1673.19 1151.87 4160.82 8009.14 2026.43 1321.98 internal_count=911180 169666 44844 124822 10051 34793 23875 89939 60268 17805 10918 8252 5062 34883 6070 1799 52426 2820 44997 24626 2242 14967 7985 5624 7816 5398 19641 37181 9376 6230 is_linear=0 shrinkage=0.01 Tree=19 num_leaves=31 num_cat=0 split_feature=11 1 6 3 1 1 3 6 6 3 3 0 6 3 3 6 0 2 2 0 2 1 1 6 6 2 2 6 1 1 split_gain=506900 127.355 24.1116 21.1707 12.2629 8.56388 11.0573 7.4647 6.92346 5.50484 4.62684 4.31333 3.90783 3.10343 4.76377 2.90027 2.13996 3.10216 2.51092 1.79716 1.69482 1.56377 1.60062 1.54061 1.33188 1.31896 1.28326 1.22136 0.969572 0.879873 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 30.500000000000004 0.50155279503105599 -65.499999999999986 -64.499999999999986 0.091229193341869366 3.5000000000000004 3.5000000000000004 0.90501253132832093 0.11180555555555556 1.0000000180025095e-35 1.5000000000000002 0.49341991341991348 0.33477011494252878 29.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.77442071785552036 1.0000000180025095e-35 0.82683658170914553 -31.499999999999996 -30.499999999999996 5.5000000000000009 1.5000000000000002 1.0000000180025095e-35 0.74891304347826104 29.500000000000004 -32.499999999999993 -30.499999999999996 decision_type=2 8 2 2 10 10 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 10 2 2 2 2 2 10 10 left_child=-1 2 4 7 8 9 15 13 16 10 27 23 19 14 26 21 17 -2 -19 25 -9 -7 -23 -5 -13 -8 -3 -6 -21 -30 right_child=1 3 -4 11 5 6 12 20 -10 -11 -12 24 -14 -15 -16 -17 -18 18 -20 28 -22 22 -24 -25 -26 -27 -28 -29 29 -31 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1677.4852281212807 997.35553200542927 328.40035367012024 498.43013602495193 592.42340649664402 463.42526595294476 104.7283506244421 2176.2545476704836 662.32346265017986 503.36435979604721 4054.3873434513807 155.42459289729595 236.87357574701309 101.10906307399273 leaf_count=741514 3534 23159 5656 15557 649 5632 960 5533 3567 3258 1186 5154 2885 29337 4275 1012 7865 4759 1540 2343 2727 2131 493 10156 3069 2394 18557 708 1094 476 internal_value=0 0.0317373 0.0326326 0.0313487 0.032472 0.0321508 0.0323702 0.0311662 0.0328575 0.0314282 0.0321856 0.0318031 0.0328681 0.0310995 0.0312096 0.0318344 0.032683 0.0328974 0.0331886 0.0326015 0.0317811 0.0319692 0.0315366 0.0319411 0.0313758 0.0329721 0.0311402 0.0313372 0.0322876 0.0318741 internal_weight=0 36606.4 11078.3 25528.1 9904.11 5403.03 4144.88 18213.3 4501.08 1258.15 544.428 7314.77 2148.44 16432.2 10013.9 1996.44 3757.4 2079.92 1325.76 1544.95 1781.07 1774.4 568.154 5529.4 1785.37 708.54 9093.83 294.79 836.413 337.983 internal_count=911180 169666 52142 117524 46486 25221 19420 83588 21265 5801 2543 33936 10152 75328 45991 9268 17698 9833 6299 7267 8260 8256 2624 25713 8223 3354 41716 1357 3913 1570 is_linear=0 shrinkage=0.01 Tree=20 num_leaves=31 num_cat=0 split_feature=11 12 12 12 6 48 2 2 6 48 6 48 0 6 2 2 2 2 12 12 2 2 12 12 2 0 12 12 6 12 split_gain=493754 214.525 27.7659 18.9394 18.1294 9.63644 6.67708 6.06633 5.41909 4.93248 4.61406 4.0758 3.11634 2.85434 2.64289 3.42096 2.08715 2.0837 1.80311 1.56942 1.53112 4.06319 1.04735 1.0034 0.979588 1.41353 0.902305 0.836547 0.716101 0.638228 threshold=1.0000000180025095e-35 0.78322452306747448 0.99894970655441295 0.094556797295808764 3.5000000000000004 1.0000000180025095e-35 0.82683658170914553 0.49844720496894418 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 0.091372912801484213 0.087337909992372217 0.091372912801484213 0.98936170212765973 0.51461192965507518 0.015218299813568552 0.50144508670520238 0.66522988505747138 0.97252115607261669 0.51461192965507518 0.96213569039656011 1.0000000180025095e-35 0.97252115607261669 0.036334333941340412 1.5000000000000002 0.0089773964136838514 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=27 3 8 13 5 7 9 12 11 -6 18 22 16 19 15 -7 -4 26 -5 -2 -9 -22 -3 -12 25 -16 -10 -1 -23 -15 right_child=1 2 4 10 6 14 -8 20 17 -11 23 -13 -14 29 24 -17 -18 -19 -20 -21 21 28 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011836720865593203 0.034364170193317917 0.031394862160653937 0.030638567628039435 0.032814417026176393 0.031222551415912868 0.031017300841740734 0.030474172082887892 0.030235095748512911 0.032711842678324443 0.032059641366307512 0.033929151914316939 0.031758373662714723 0.030523587499299284 0.035196111302600086 0.031711251346750652 0.030184065120123151 0.031126777430894727 0.03101384987715966 0.032064107838041596 0.033505555447829412 0.031108281427715507 0.030327788257716502 0.030843830172871307 0.033058761726731521 0.030889535440098995 0.031126214075098215 0.032091745851095872 -0.011990749661707149 0.031018038665416296 0.034526142403631964 leaf_weight=93702.242622300982 483.77817890048027 509.38360923528671 1499.8390350937843 769.00424362719059 3878.653984323144 1618.0679711550474 997.12981103360653 5945.5913446843624 410.25026248395443 859.99252943694592 338.17048339545727 1433.4422148019075 4237.2830419838428 317.08648101985455 691.94681207835674 708.479073792696 2104.1818764060736 131.29160112142563 548.90877948701382 380.17788814008236 836.70493812859058 4469.3284078240395 1068.4479098618031 217.7225349843502 589.34195148944855 1024.3981368839741 548.24724501371384 3663.907802298665 155.53108863532543 257.78734676539898 leaf_count=714993 2345 2347 6822 3630 17817 7407 4523 26861 1933 4007 1627 6645 19236 1559 3205 3198 9650 601 2558 1816 3836 20223 4877 1032 2692 4698 2556 26521 712 1253 internal_value=0 0.0310585 0.0308199 0.0334868 0.0307131 0.0305919 0.031218 0.0304933 0.0315911 0.0313745 0.0328242 0.0313724 0.0307074 0.0343497 0.0310014 0.0307636 0.0309236 0.0321953 0.0325019 0.0339863 0.0303461 0.030467 0.0310217 0.0335883 0.0312413 0.0313621 0.0323572 -0.0118425 0.030351 0.0348957 internal_weight=0 37030.2 33717.5 3312.64 29616.5 23880.7 5735.78 19248.5 4101.06 4738.65 1873.81 3011.27 7841.3 1438.83 4632.23 2326.55 3604.02 1089.79 1317.91 863.956 11407.2 5461.56 1577.83 555.893 2305.69 1716.34 958.498 97366.2 4624.86 574.874 internal_count=911180 169666 153846 15820 134887 108540 26347 87340 18959 21824 8847 13869 35708 6973 21200 10605 16472 5090 6188 4161 51632 24771 7224 2659 10595 7903 4489 741514 20935 2812 is_linear=0 shrinkage=0.01 Tree=21 num_leaves=31 num_cat=0 split_feature=12 12 12 10 10 1 1 12 12 12 10 10 10 1 10 12 12 10 3 5 10 5 5 10 1 10 1 3 10 12 split_gain=413688 5615.18 5509.52 1668.16 959.746 1527.97 784.876 520.289 497.766 474.814 320.233 289.673 223.741 765.918 217.962 214.51 187.226 174.645 99.2674 97.0372 92.32 71.4827 70.565 70.5011 63.2871 63.1268 59.2693 56.1245 55.6327 55.1643 threshold=0.2688089013099671 0.8784809708595277 0.0089773964136838514 2.6750000000000003 2.8550000000000004 -1.0000000180025095e-35 -380.49999999999994 0.068259380757808671 0.99473056197166454 0.0006371206545736001 3.6350000000000002 1.0450000000000002 3.1750000000000003 -4.4999999999999991 3.9350000000000005 0.51461192965507518 0.049213243648409809 3.3550000000000004 0.96999699969997011 1.5000000000000002 1.3750000000000002 1.5000000000000002 1.5000000000000002 1.5450000000000002 -353.49999999999994 5.7950000000000008 -390.49999999999994 1.0000000180025095e-35 1.3750000000000002 6.4727209974080338e-05 decision_type=2 2 2 10 10 8 10 2 2 2 10 10 10 8 10 2 2 10 2 10 10 10 10 10 10 10 10 2 10 2 left_child=2 4 9 16 28 15 17 18 12 29 -7 -11 -3 -14 -15 21 23 -5 27 -9 -18 -6 -17 24 -4 -16 -13 -8 -2 -1 right_child=1 8 3 6 5 10 7 19 -10 11 -12 26 13 14 25 22 20 -19 -20 -21 -22 -23 -24 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95.089176654815674 185.75944392383099 673.09367832541466 243.03840862214565 1379.4742006808519 154.56147509813309 321.87771639227867 144.76866279542446 166.47246751189232 260.65959022939205 122.98251309990883 137.50173315405846 19.607464492321014 4230.0604231059551 1452.7764957845211 316.83036231994629 8455.3911179155111 leaf_count=593705 2217 5653 296 1454 2403 872 1753 4613 142020 2521 3232 11969 5765 487 1192 3503 1259 10224 1001 2160 847 1041 1459 805 842 105 31540 10392 1630 64220 internal_value=0 0.0284102 -0.01088 -0.000905604 0.0150733 0.0115995 -0.00312989 -5.78548e-05 0.0295472 -0.0114496 -0.00174701 -0.00877812 0.0254278 0.0228189 0.00856184 0.0169747 0.0134105 -0.00876466 -0.00323139 0.00552923 0.018069 0.0122244 0.0199487 0.00770549 0.0114654 0.00276622 -0.00932719 -0.00392243 0.0245712 -0.0116434 internal_weight=0 37031.1 96976.1 5238.65 2908.86 2129.87 4534.18 2934.38 34122.3 91737.4 611.507 6203.09 2701.13 1482.73 300.456 1518.36 704.471 1599.8 1871.4 1062.98 387.807 584.605 933.753 316.664 193.682 205.367 5826.93 1716.84 778.994 85534.4 internal_count=911180 171579 739601 35646 16357 12510 31597 19919 155222 703955 4104 46030 13202 7549 1784 8406 4049 11678 13146 6773 2106 3444 4962 1943 1138 1297 43509 12145 3847 657925 is_linear=0 shrinkage=0.01 Tree=22 num_leaves=31 num_cat=0 split_feature=11 1 10 10 10 1 10 10 10 10 1 1 10 10 10 1 10 10 10 10 10 10 1 1 1 1 10 10 10 10 split_gain=470406 122.281 55.3674 21.0839 9.88476 5.75047 5.82356 4.90566 4.4505 3.01951 2.29117 1.80841 1.65754 2.10406 1.51817 1.496 1.11828 0.773546 0.67054 0.659455 1.35607 1.25117 1.47153 0.85398 2.10786 0.595538 0.553188 1.0221 0.549169 0.513241 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 6.1150000000000011 3.2350000000000008 8.8850000000000016 -67.499999999999986 8.6950000000000021 7.0450000000000008 2.3350000000000004 2.5750000000000006 -32.499999999999993 -55.499999999999993 4.495000000000001 6.8250000000000011 8.3400000000000016 -30.499999999999996 6.1250000000000009 6.1150000000000011 9.1600000000000019 3.3250000000000006 3.2950000000000004 5.2950000000000008 -198.49999999999997 -300.49999999999994 -302.49999999999994 -62.499999999999993 4.4750000000000005 3.7650000000000001 8.8450000000000006 6.285000000000001 decision_type=2 8 8 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 left_child=-1 2 9 8 5 6 29 10 -3 -2 16 14 26 -14 -9 -12 17 -7 -6 20 -11 23 -23 24 -21 -24 27 -5 -15 -4 right_child=1 3 4 12 18 7 -8 11 -10 19 15 -13 13 28 -16 -17 -18 -19 -20 21 -22 22 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011801673269921294 0.030893157298584766 0.029297326732039598 0.032321938277015232 0.029936086570657671 0.03296045839802695 0.03028315228090336 0.030091141322576696 0.029103701756882889 0.029612067670016992 0.031513567945463214 0.029467569884914911 0.030679922161831567 0.030778909863857531 0.029735242844396208 0.030375456940653627 0.030551582464266685 0.030930813165644829 0.029705209530584937 0.031506676502537342 0.031845743320070057 0.030464886128738506 0.032036676590270499 0.031082598323166677 0.031852688878408079 0.029899976532654336 0.031617758339420682 0.029559150558818539 0.030438770038560128 0.030690983307465836 0.031155058102096001 leaf_weight=95855.488722994924 743.01983408629894 16919.159046947956 40.151687636971474 1169.2820721119642 114.09337201714516 1173.8905355334282 1451.8097746521235 1148.5563292503357 6116.9062608331442 719.38340549170971 763.81532338261604 89.390654638409615 906.94735871255398 328.75435326993465 102.22137035429478 152.77398805320263 222.01901824772358 288.50533989071846 43.947631061077118 180.21664279699326 148.81744752824306 284.58126123249531 772.88887591660023 2020.6061167120934 80.563760221004486 284.48016387224197 203.02949699759483 618.41161270439625 73.576171070337296 615.73047290742397 leaf_count=741514 3395 75260 188 5257 540 5309 6544 5093 27352 3322 3407 407 4136 1473 463 694 1015 1292 203 837 675 1326 3543 9385 362 1316 907 2804 335 2826 internal_value=0 0.029863 0.0307262 0.029488 0.0300873 0.0300228 0.0304444 0.0297973 0.0293809 0.0314837 0.0300506 0.0293058 0.0302356 0.0305119 0.0292076 0.0296482 0.0302695 0.0301691 0.0325562 0.0315814 0.0313338 0.0316407 0.0313984 0.0317832 0.0312446 0.0312266 0.0300538 0.03011 0.02991 0.0312265 internal_weight=0 37777.5 11441.5 26336.1 6206.91 6048.86 2107.69 3941.17 23036.1 5234.56 2601 1340.17 3300 1309.28 1250.78 916.589 1684.41 1462.4 158.041 4491.54 868.201 3623.34 1341.95 2281.39 260.78 1057.37 1990.72 1787.69 402.331 655.882 internal_count=911180 169666 52142 117524 27981 27238 9558 17680 102612 24161 11717 5963 14912 5944 5556 4101 7616 6601 743 20766 3997 16769 6185 10584 1199 4859 8968 8061 1808 3014 is_linear=0 shrinkage=0.01 Tree=23 num_leaves=31 num_cat=0 split_feature=12 12 12 10 10 1 1 12 12 12 10 10 10 1 10 12 12 10 2 2 6 10 2 6 6 10 1 10 12 1 split_gain=393802 5452.28 5149.83 1594.97 889.199 1434.91 766.544 500.06 475.743 459.266 307.819 285.241 206.368 702.861 204.362 198.166 175.2 172.133 149.976 131.129 102.709 101.621 97.5097 86.5821 61.7242 59.573 59.0946 56.4102 55.5252 54.9237 threshold=0.2688089013099671 0.0089773964136838514 0.8784809708595277 2.6750000000000003 2.8550000000000004 -1.0000000180025095e-35 -380.49999999999994 0.068259380757808671 0.0006371206545736001 0.99473056197166454 3.6350000000000002 1.0450000000000002 3.1750000000000003 -4.4999999999999991 3.9350000000000005 0.51461192965507518 0.036334333941340412 3.3550000000000004 0.034723896792862259 0.028778467908902653 1.5000000000000002 1.3750000000000002 0.05298245614035086 64.500000000000014 98.500000000000014 5.7950000000000008 -390.49999999999994 1.6450000000000002 5.9116524425917312e-05 -335.49999999999994 decision_type=2 2 2 10 10 8 10 2 2 2 10 10 10 8 10 2 2 10 2 2 2 10 2 2 2 10 10 10 2 10 left_child=1 8 4 16 -2 15 17 19 28 12 -7 -10 -4 -14 -15 22 27 -5 -9 -8 -20 29 -6 -17 -24 -16 -13 -3 -1 -18 right_child=2 3 9 6 5 10 7 18 11 -11 -12 26 13 14 25 23 21 -19 20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011686646787113803 0.023675853972200948 0.0099045941069628822 0.027504700225016734 -0.00048371203551273774 0.018122803908458426 0.01062833475179306 0.0023562529782186576 0.012048625742900923 -0.00026259585152543612 0.028745602668720539 -0.0058153832292485051 -0.01091583128869119 0.025417129406743802 0.020355533723522581 0.00094901885725517043 0.020353257241168744 0.024769241919424596 -0.010024953498330675 0.0077031546691651836 -0.0044570443332603155 0.00041040776146192428 0.01065138840694017 0.010862450276922732 0.010931318268869075 0.00011368242654385186 0.019155577938933709 -0.0086416021440228561 7.43323188070245e-05 -0.010844963789805324 0.016002750310529668 leaf_weight=75410.10000513494 792.45079311728477 161.41557346284389 1241.7429270744324 219.61337715387344 175.44137842953205 151.62163262069225 347.35337534546852 257.7155836224556 375.02858431637287 32029.12387406826 456.85328608751297 1572.7546094655991 1205.0605138391256 96.51746791601181 185.46206729114056 837.48683454096317 142.57865780591965 1360.1483284235001 318.99234832823277 1512.4000401496887 489.40888430178165 172.23249189555645 351.49196644127369 110.38757275044918 62.999647974967957 19.900277853012085 4177.1162874549627 91.44599848985672 8746.8989097028971 143.29259982705116 leaf_count=590450 3847 957 5653 1454 939 872 2277 1494 2521 142020 3232 11969 5765 487 1192 4312 689 10224 1968 10869 3311 1009 2082 650 423 105 31540 611 67475 783 internal_value=0 -0.010829 0.0273348 -0.000888722 0.0146232 0.0112808 -0.00308521 -5.43969e-05 -0.0114033 0.028409 -0.00171789 -0.00871253 0.0244862 0.0219989 0.0083539 0.016424 0.0130312 -0.00869856 0.00540581 -0.0031845 0.0032881 0.0167193 0.0118737 0.019256 0.00922872 0.00271329 -0.00926367 0.00634953 -0.0115992 0.020375 internal_weight=0 95498.5 37716.5 5216.6 2938.73 2146.28 4505.63 2925.87 90281.9 34777.8 608.475 6124.9 2748.68 1506.94 301.88 1537.81 710.965 1579.76 1066.12 1859.75 808.401 458.104 589.933 947.874 414.492 205.362 5749.87 252.862 84157 285.871 internal_count=911180 739601 171579 35646 16357 12510 31597 19919 703955 155222 4104 46030 13202 7549 1784 8406 4049 11678 6773 13146 5279 2481 3444 4962 2505 1297 43509 1568 657925 1472 is_linear=0 shrinkage=0.01 Tree=24 num_leaves=31 num_cat=0 split_feature=12 12 12 10 10 1 1 12 12 12 10 10 12 10 12 10 1 10 2 2 10 2 2 12 1 12 10 2 1 10 split_gain=384449 5427.84 4959.97 1557.2 856.37 1389.71 757.312 489.623 477.355 446.411 301.346 283.077 190.823 170.941 169.206 168.623 639.768 151.017 145.485 128.957 97.9556 94.0368 80.6966 60.6594 59.1227 55.8813 54.8223 54.0253 52.9095 52.8678 threshold=0.2688089013099671 0.0089773964136838514 0.8784809708595277 2.6750000000000003 2.8550000000000004 -1.0000000180025095e-35 -380.49999999999994 0.068259380757808671 0.0006371206545736001 0.98755538463592529 3.6350000000000002 1.0450000000000002 0.51461192965507518 3.3550000000000004 0.036334333941340412 3.1750000000000003 -4.4999999999999991 3.9350000000000005 0.034723896792862259 0.028778467908902653 1.3750000000000002 0.05298245614035086 0.051836094939543158 0.99977076053619396 -390.49999999999994 6.4727209974080338e-05 1.6450000000000002 0.034723896792862259 -335.49999999999994 3.2050000000000005 decision_type=2 2 2 10 10 8 10 2 2 2 10 10 2 10 2 10 8 10 2 2 10 2 2 2 10 2 10 2 10 10 left_child=1 8 4 14 -2 12 13 19 25 15 -7 -10 21 -5 26 -4 -17 -18 -9 -8 28 -6 -14 29 -13 -1 -3 -26 -16 -11 right_child=2 3 9 6 5 10 7 18 11 23 -12 24 22 -15 20 16 17 -19 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31 leaf_value=-0.011662995074072851 0.023231179759697011 0.0097554544774563264 0.026634459232676991 -0.00047901337671952095 0.017796174310714709 0.010466635333583427 0.0023294670099933972 0.011856093685795314 -0.00026001119526435215 0.028046243824135845 -0.0057788281374019333 -0.010888411945274646 0.023011499766289582 -0.0099928594048435977 0.024294412564941494 0.024512396136074036 0.018308930780466869 0.00053407325264403474 0.0032493010881914715 -0.0044252172052375869 0.010487742411194646 0.0090928637790671889 0.016849871325800771 0.028311526982359673 -0.0058424292854194647 -0.010796744431588441 7.3585617709636379e-05 -0.009076427650326761 0.015725861369984676 0.025631272477597146 leaf_weight=75211.39083942771 799.50705295801163 162.24024434387684 887.17714378237724 219.55024413764477 176.86753106117249 152.42034362256527 347.83161328732967 259.27372194826603 374.96934343874454 1988.6043894886971 455.15432225167751 1561.0069079101086 319.10137870907784 1350.9178695380688 143.90489494800568 934.35816828906536 68.130807980895042 160.16486167907715 809.85783414542675 1508.0666181147099 173.16598819196224 416.46578843891621 636.56142343580723 29378.142059400678 604.57098001241684 8265.3529173433781 91.450063288211823 3548.1908033788204 144.35203608870506 1665.8880865871906 leaf_count=593705 3847 957 4028 1454 939 872 2277 1494 2521 8784 3232 11969 1558 10224 689 4457 349 1036 5279 10869 1009 2505 3404 128839 4408 64220 611 27132 783 7729 internal_value=0 -0.0108028 0.0268312 -0.000881047 0.0143914 0.0111142 -0.0030614 -5.39532e-05 -0.0113801 0.0278794 -0.00170338 -0.00867691 0.0161417 -0.00866283 0.0128256 0.0233511 0.0208457 0.00583867 0.00533652 -0.00315926 0.0164324 0.0116872 0.0189073 0.0281604 -0.00922928 -0.0115772 0.00626534 -0.00860561 0.0200035 0.0269454 internal_weight=0 94776.1 38038.5 5210.61 2956.08 2156.57 4495.5 2925.03 89565.5 35082.5 607.575 6088.74 1549 1570.47 715.113 2049.83 1162.65 228.296 1069.13 1855.9 461.423 593.333 955.663 33032.6 5713.77 83476.7 253.69 4152.76 288.257 3654.49 internal_count=911180 739601 171579 35646 16357 12510 31597 19919 703955 155222 4104 46030 8406 11678 4049 9870 5842 1385 6773 13146 2481 3444 4962 145352 43509 657925 1568 31540 1472 16513 is_linear=0 shrinkage=0.01 Tree=25 num_leaves=31 num_cat=0 split_feature=11 12 12 12 6 10 10 1 2 1 1 10 12 2 12 2 0 12 12 10 10 12 10 10 1 10 1 2 1 2 split_gain=439496 403.97 50.4736 32.7767 14.708 12.4559 11.658 10.5923 5.30809 5.10736 4.57406 4.29061 4.14467 3.57994 2.71533 2.40889 2.31653 2.11284 1.94993 1.84976 1.78962 1.60966 1.58496 1.46074 1.33386 1.47381 1.33235 1.33166 1.27334 1.18221 threshold=1.0000000180025095e-35 0.51461192965507518 0.99473056197166454 0.036334333941340412 3.5000000000000004 2.6750000000000003 2.8250000000000006 -65.499999999999986 0.98936170212765973 -1.4999999999999998 -64.499999999999986 1.7450000000000003 0.8784809708595277 0.49844720496894418 0.18897357583045957 0.091372912801484213 1.0000000180025095e-35 0.068259380757808671 0.0089773964136838514 3.2350000000000008 3.2350000000000008 0.0089773964136838514 6.1150000000000011 8.4800000000000022 -367.49999999999994 3.6350000000000002 -380.49999999999994 0.012270400481782552 -364.49999999999994 0.034723896792862259 decision_type=2 2 2 2 2 10 10 8 2 8 10 10 2 2 2 2 2 2 2 10 10 2 8 8 10 10 10 2 10 2 left_child=17 3 6 11 7 28 26 23 9 -6 13 21 24 15 27 -9 -17 -1 -13 -15 -11 -2 -12 -4 25 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3057.3509693145752 623.66491279006004 575.85272224247456 1407.1227548718452 11334.042198777199 185.73827429115772 2254.0915612280369 948.04157982766628 2931.0136562436819 287.97665032744408 960.19088277220726 1106.9440875798464 83.543525278568268 1677.5456832796335 1260.0807471722364 702.1815205514431 50.531053707003593 497.36845277249813 334.91062358021736 228.17010013759136 351.26574189960957 leaf_count=720350 738 4347 5096 1237 5230 649 271 25271 4444 13352 2742 2777 6256 49009 845 9854 4106 21164 1365 4182 4871 383 7306 5505 3160 237 2197 1577 1034 1625 internal_value=0 0.0283005 0.0280254 0.0320906 0.027899 0.0311373 0.0291301 0.0277936 0.0283296 0.0284561 0.0277291 0.0334019 0.0295895 0.0276834 0.0317775 0.0278346 0.0280549 -0.0117437 0.0337305 0.0275723 0.0282915 0.0322187 0.0281527 0.0284241 0.030158 0.0311786 0.0284463 0.0323278 0.0298557 0.0312902 internal_weight=0 38747.2 36125.3 2621.96 32413.8 1518.25 3711.49 26043.1 6370.71 5345.14 23625.8 1103.7 2219.93 21324.5 1012.5 9030.32 3202.13 93654.9 863.829 12294.2 4164.3 239.875 2301.21 2417.33 812.806 110.625 1491.56 475.498 505.752 537.004 internal_count=911180 169666 157436 12230 140968 6967 16468 113071 27897 23453 102470 5263 9924 92422 4696 39231 13960 741514 4142 53191 18223 1121 10048 10601 3668 508 6544 2226 2271 2470 is_linear=0 shrinkage=0.01 Tree=26 num_leaves=31 num_cat=0 split_feature=11 12 12 12 6 1 12 6 2 1 1 2 12 1 1 2 6 0 12 12 6 6 2 2 12 6 1 2 2 2 split_gain=429329 369.596 46.3486 29.7333 13.5152 9.73463 5.60736 4.87846 4.87514 4.68499 4.20525 3.29234 3.11367 2.63136 2.63047 2.2146 2.2072 2.12893 2.0399 1.72087 1.34396 1.12899 1.12336 2.97103 0.997993 0.831888 0.701787 0.6895 0.621785 0.618258 threshold=1.0000000180025095e-35 0.51461192965507518 0.99473056197166454 0.036334333941340412 3.5000000000000004 -65.499999999999986 0.8784809708595277 3.5000000000000004 0.98936170212765973 -1.4999999999999998 -64.499999999999986 0.49844720496894418 0.0089773964136838514 -1.0000000180025095e-35 -390.49999999999994 0.091372912801484213 7.5000000000000009 1.0000000180025095e-35 0.068259380757808671 0.18897357583045957 9.5000000000000018 1.5000000000000002 0.50144508670520238 0.66522988505747138 0.2688089013099671 4.5000000000000009 -390.49999999999994 0.49844720496894418 0.087337909992372217 0.047905909351692456 decision_type=2 2 2 2 2 8 2 2 2 8 10 2 2 8 10 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 left_child=18 3 6 12 5 -4 16 14 9 -6 11 15 21 25 27 28 -3 -17 -1 29 -15 -2 -13 -24 -9 -8 -14 -5 -7 -16 right_child=1 2 4 7 8 10 13 24 -10 -11 -12 22 26 20 19 17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011714875022850879 0.032603473485687269 0.028899793088625426 0.027907828015293755 0.02992697738127811 0.028491802663606704 0.02726870007551874 0.02841096881097703 0.031661413524253522 0.027188488542086997 0.027781272814246322 0.027648788796465481 0.02700261395364012 0.030995058375618344 0.027757394515457105 0.030435260074270536 0.02772197526159547 0.029909319108581935 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3945 21739 820 1965 1424 857 3207 927 internal_value=0 0.0277899 0.0275273 0.0313932 0.0274065 0.0273059 0.0285811 0.0304896 0.0278177 0.0279383 0.0272443 0.0272006 0.0326334 0.0283013 0.0301048 0.027345 0.0291163 0.0275555 -0.0117233 0.0304358 0.0278953 0.0330091 0.0270945 0.0271932 0.0313156 0.0285649 0.0318923 0.0293458 0.0272294 0.0309626 internal_weight=0 39062.9 36409.7 2653.24 32664.9 26242.1 3744.78 1534.91 6422.81 5389.52 23804.8 21485.2 1118.32 2459.16 1047.07 9099.7 1285.62 3227.44 92883.2 729.156 968.098 742.175 12385.5 5971.37 487.842 1491.06 376.149 317.916 5872.26 335.133 internal_count=911180 169666 157436 12230 140968 113071 16468 6967 27897 23453 102470 92422 5263 10765 4722 39231 5703 13960 741514 3306 4211 3515 53191 25684 2245 6554 1748 1416 25271 1533 is_linear=0 shrinkage=0.01 Tree=27 num_leaves=31 num_cat=0 split_feature=11 12 12 12 1 3 12 1 3 3 12 1 12 3 3 3 12 3 3 3 1 3 3 3 3 1 1 12 3 3 split_gain=419574 338.768 42.6346 27.0272 11.0377 10.4292 5.14521 3.28559 3.16063 4.44553 2.82079 2.41344 2.359 2.30276 2.23319 4.40743 1.9696 1.54898 1.54398 1.12422 1.04814 0.969204 0.956361 0.81875 0.806766 0.687906 0.636937 0.580694 0.56212 0.496071 threshold=1.0000000180025095e-35 0.51461192965507518 0.99473056197166454 0.036334333941340412 -32.499999999999993 0.50155279503105599 0.8784809708595277 -8.4999999999999982 0.90501253132832093 0.091229193341869366 0.0089773964136838514 -1.0000000180025095e-35 0.18897357583045957 0.90943267259056748 0.49341991341991348 0.33477011494252878 0.068259380757808671 0.50952467343976793 0.50155279503105599 1.0000000180025095e-35 -88.499999999999986 0.50155279503105599 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -4.4999999999999991 -390.49999999999994 0.99999970197677612 1.0000000180025095e-35 0.99512183514182395 decision_type=2 2 2 2 8 2 2 8 2 2 2 8 2 2 2 2 2 2 2 2 10 2 2 2 2 8 10 2 2 2 left_child=16 3 6 10 8 14 17 12 9 20 19 23 22 -10 15 -6 -1 25 -9 -2 -4 -13 -5 -8 -14 28 -12 -11 -3 -24 right_child=1 2 4 7 5 -7 11 18 13 27 26 21 24 -15 -16 -17 -18 -19 -20 -21 -22 -23 29 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011694905768673635 0.031537865703649984 0.028188587720995834 0.027474559713160943 0.029898856061134654 0.026724469517667524 0.027156832556006882 0.027693508789840133 0.028721494550425865 0.026514009647150828 0.027779412075454125 0.03035539772734255 0.027226611368419563 0.029121873798467784 0.027328350155107244 0.02657309870572341 0.027278120856759829 -0.011960412291045252 0.02898908739045046 0.030064999978935993 0.032468726842792076 0.026963455837358236 0.027965034926488278 0.031023131863372369 0.028198369200996325 0.029945679548249809 0.027880934947886897 0.031402491611008949 0.027458377851887844 0.028859358311540594 0.030063597852108534 leaf_weight=89231.669618308544 166.71806140244007 265.28351455926895 530.57168662548065 134.20585338771343 10471.315265193582 7677.762039244175 465.07655745744705 293.73352324962616 753.8144465982914 2027.3570591658354 71.542832553386688 741.82080101966858 164.12494438886642 643.82354034483433 6704.2992684394121 1666.7092522829771 2884.3264749571681 522.30301477015018 120.68280820548534 584.99460427463055 1646.0032921433449 233.75856591761112 342.88219556212425 1038.5262617319822 431.19597342610359 273.38576346635818 309.01510944962502 780.29193416237831 236.14583015441895 63.924377590417862 leaf_count=720350 770 1159 2292 603 44718 33005 2016 1295 3209 8800 324 3193 728 2775 28566 7178 21164 2312 544 2745 7055 1018 1570 4538 1939 1189 1424 3370 1043 288 internal_value=0 0.0273024 0.0270515 0.0307326 0.026936 0.0268462 0.0280579 0.0298749 0.0273094 0.0274272 0.0319071 0.0277909 0.0301529 0.0268891 0.0267196 0.0268005 -0.0117032 0.0285682 0.0291127 0.0322623 0.027088 0.0274035 0.0306309 0.0280422 0.0297186 0.0282845 0.0312056 0.0276902 0.0285045 0.0308724 internal_weight=0 39361.3 36678.2 2683.02 32901.9 26520.1 3776.3 1550.75 6381.86 4984.22 1132.27 2479.18 1136.33 1397.64 18842.3 12138 92116 1297.12 414.416 751.713 2176.57 975.579 541.012 1503.6 595.321 774.815 380.558 2807.65 501.429 406.807 internal_count=911180 169666 157436 12230 140968 113467 16468 6967 27501 21517 5263 10765 5128 5984 80462 51896 741514 5703 1839 3515 9347 4211 2461 6554 2667 3391 1748 12170 2202 1858 is_linear=0 shrinkage=0.01 Tree=28 num_leaves=31 num_cat=0 split_feature=11 48 6 6 3 6 3 3 3 0 6 3 3 0 0 6 3 6 5 5 5 6 5 3 5 5 3 3 3 3 split_gain=410205 86.6539 21.882 15.9431 7.84053 12.3331 8.97593 7.41678 6.53202 5.7059 5.03774 2.60115 3.48858 2.01129 1.67171 1.58356 1.46435 1.43148 1.29873 1.17784 1.10452 0.973647 0.874933 0.853962 0.847092 0.815924 0.69678 0.676876 1.3951 0.682795 threshold=1.0000000180025095e-35 1.0000000180025095e-35 30.500000000000004 3.5000000000000004 0.091229193341869366 2.5000000000000004 0.90501253132832093 0.90943267259056748 0.50155279503105599 1.0000000180025095e-35 29.500000000000004 0.49341991341991348 0.33477011494252878 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 0.37341365461847392 9.5000000000000018 1.5000000000000002 1.5000000000000002 1.5000000000000002 1.5000000000000002 2.5000000000000004 0.80969148222669363 1.5000000000000002 1.5000000000000002 0.67806351061757264 0.24165739710789766 0.25108695652173912 0.33248299319727892 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 8 10 2 10 2 10 10 2 2 2 2 left_child=-1 3 4 8 10 6 9 -8 11 16 15 12 21 -10 25 -3 -6 -5 -19 -9 -11 24 23 -4 27 -7 -15 -2 -29 -30 right_child=1 2 22 17 5 14 7 19 13 20 -12 -13 -14 26 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-0.011683406486945467 0.02637523850363388 0.027112163697564889 0.028693456364228251 0.026795577833518144 0.027683820093174792 0.028853766740588239 0.026083169641485382 0.027789757301713347 0.026885952501047014 0.027494658745858977 0.026019619764745903 0.026190598830010309 0.026987618126467595 0.026267412368892955 0.027804534278542826 0.027726260673728752 0.028356995890600908 0.027073937582720992 0.027654512597220654 0.027057013787074178 0.026942222784548546 0.026853519221489076 0.029935808076867635 0.029407550933272814 0.026568416079310594 0.028315772512623828 0.026698017643596642 0.026052123536282557 0.027287793430174768 0.02642139598138939 leaf_weight=91353.306705646217 5804.2540063709021 2828.125076636672 828.90322248637676 1753.9870900064707 461.21409837901592 677.42562174797058 758.12515079975128 450.97546191513538 3435.2011391967535 1037.4896946549416 403.17365454137325 6963.578718021512 1042.753284662962 882.62741290032864 311.23096786439419 493.13255704939365 1079.3814243674278 3274.2173608839512 436.69259847700596 427.16223958134651 555.80039773881435 416.58725544810295 78.010801434516907 209.86620932817459 1621.1279486566782 482.81571283936501 654.39472617208958 1844.4046016335487 130.65289460122585 299.41603724658489 leaf_count=741514 24661 12154 3654 7500 2000 2994 3207 1959 14709 4486 1704 29506 4472 3744 1352 2140 4732 14061 1893 1834 2382 1783 351 936 6908 2115 2794 7799 563 1273 internal_value=0 0.0268365 0.0275871 0.0265453 0.0274383 0.027655 0.0274081 0.0268078 0.0264303 0.0277215 0.0270752 0.0263423 0.0264369 0.0267514 0.0284553 0.0272033 0.0281555 0.027031 0.0271423 0.0274333 0.0273019 0.0263801 0.0289144 0.0288377 0.0263598 0.0286299 0.0264507 0.0263179 0.0261717 0.0266846 internal_weight=0 39642.7 11082.8 28559.9 9966.05 6241.62 4770.15 1636.26 23095 3133.89 3724.43 18122.8 11159.2 4972.22 1471.47 3321.26 1540.6 5464.9 3710.91 878.138 1593.29 10116.4 1116.78 1038.77 9699.86 1160.24 1537.02 8078.73 2274.47 430.069 internal_count=911180 169666 48000 121666 43059 27061 20600 7000 98212 13600 15998 76965 47459 21247 6461 14294 6732 23454 15954 3793 6868 42987 4941 4590 41204 5109 6538 34296 9635 1836 is_linear=0 shrinkage=0.01 Tree=29 num_leaves=31 num_cat=0 split_feature=11 1 6 6 1 6 5 3 3 3 6 6 3 3 5 3 1 2 1 2 2 6 3 2 3 1 1 2 6 5 split_gain=401201 103.36 20.6491 11.2605 9.41867 6.65159 6.39119 7.42654 5.06883 3.96662 6.3013 2.70382 1.70387 2.58121 1.63346 1.85469 1.49961 1.40965 1.38015 1.32873 1.29314 1.02388 0.956721 0.919746 0.909878 0.869154 1.29064 0.815738 0.819703 0.80256 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 30.500000000000004 3.5000000000000004 -67.499999999999986 3.5000000000000004 1.5000000000000002 0.091229193341869366 0.50155279503105599 0.90501253132832093 29.500000000000004 1.5000000000000002 0.49341991341991348 0.33477011494252878 1.5000000000000002 0.22271825396825398 -31.499999999999996 0.087337909992372217 -30.499999999999996 0.82683658170914553 0.040202020202020204 11.500000000000002 0.74213338610726309 0.25092592592592594 0.75103305785123975 -31.499999999999996 -30.499999999999996 0.091372912801484213 1.5000000000000002 2.5000000000000004 decision_type=2 8 2 2 10 2 8 2 2 2 2 2 2 2 10 2 10 2 10 2 2 2 2 2 2 10 10 2 2 10 left_child=-1 2 4 8 5 14 7 16 12 10 23 25 13 -3 15 -2 27 -11 -18 -5 -17 -7 29 24 -8 -9 -27 28 -6 -4 right_child=1 3 22 19 6 21 9 11 -10 17 -12 -13 -14 -15 -16 20 18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.011663860767815313 0.02704218256459678 0.025910488489946263 0.028120556240920806 0.026535362602198638 0.026900409325839356 0.027903365369634971 0.026561865827146095 0.027400854561150444 0.026249291655420948 0.026653582302647694 0.025629220257134478 0.028096027334495958 0.025759325358669313 0.026442385923983722 0.026958403490503425 0.027105780833153278 0.025956152196346761 0.025663952581416082 0.027183539218272032 0.026050320859659064 0.02782345186600358 0.028646889810319511 0.028811369937117567 0.027338754280079213 0.02781792375514577 0.026251966189748489 0.027445407658010304 0.026536557259800118 0.027980490149537594 0.029342259484142149 leaf_weight=90595.128268651664 976.65754143893719 9885.075909152627 890.82797233760357 4546.0372869521379 539.70765548944473 451.20645849406719 391.20805053412914 921.02414685487747 4740.7285111397505 177.61109927296638 410.64815367758274 513.5280432254076 6966.9298232644796 1005.1334118694067 1719.53379355371 347.85252742469311 502.77969682216644 759.11945036053658 112.02737720310688 644.89670933783054 902.38124790787697 314.16356413066387 341.85390177369118 614.44126074016094 67.643880695104599 189.32735645771027 173.79804199934006 663.07313823699951 80.783166959881783 57.224829807877541 leaf_count=741514 4193 41716 3891 19363 2312 1964 1667 3977 20106 758 1726 2242 29337 4275 7373 1495 2123 3192 482 2727 3923 1384 1510 2650 294 803 751 2825 352 255 internal_value=0 0.0263912 0.0271618 0.0260551 0.0270194 0.0273554 0.0267605 0.0270221 0.0259586 0.0263611 0.0266827 0.0274827 0.0258815 0.0259596 0.0271899 0.0273687 0.0265859 0.0258516 0.0261798 0.0264751 0.0276238 0.0282086 0.0283578 0.0270858 0.026747 0.0272375 0.0268232 0.0267804 0.027041 0.0281943 internal_weight=0 39907.2 12118.4 27788.8 10828.5 4711.8 6116.72 3696.05 22597.9 2420.67 1483.94 1797.68 17857.1 10890.2 3946.43 2226.89 1898.37 936.731 614.807 5190.93 1250.23 765.37 1289.91 1073.29 458.852 1284.15 363.125 1283.56 620.491 948.053 internal_count=911180 169666 52142 117524 46486 20332 26154 15867 95434 10287 6337 7773 75328 45991 16984 9611 8094 3950 2605 22090 5418 3348 5656 4611 1961 5531 1554 5489 2664 4146 is_linear=0 shrinkage=0.01 Tree=30 num_leaves=31 num_cat=0 split_feature=11 12 12 12 6 1 12 2 6 1 1 3 12 1 6 12 6 1 1 12 0 3 3 3 12 3 3 2 5 2 split_gain=392537 278.72 34.2886 22.1734 9.67954 6.73786 4.23742 3.55265 3.52216 3.11296 2.84627 2.70981 2.30405 1.81397 1.80151 1.78779 1.58987 1.39443 1.33183 1.31241 1.27189 1.15463 1.90251 0.846858 0.759754 0.626182 0.61043 0.574034 0.498362 0.496161 threshold=1.0000000180025095e-35 0.51461192965507518 0.99473056197166454 0.036334333941340412 3.5000000000000004 -65.499999999999986 0.8784809708595277 0.98936170212765973 3.5000000000000004 -1.4999999999999998 -64.499999999999986 0.50155279503105599 0.0089773964136838514 -390.49999999999994 4.5000000000000009 0.068259380757808671 7.5000000000000009 -1.0000000180025095e-35 -65.499999999999986 0.18897357583045957 1.0000000180025095e-35 0.49341991341991348 0.33477011494252878 1.0000000180025095e-35 0.2688089013099671 0.50952467343976793 0.50952467343976793 0.98936170212765973 5.5000000000000009 0.74891304347826104 decision_type=2 2 2 2 2 8 2 2 2 8 10 2 2 10 2 2 2 8 10 2 2 2 2 2 2 2 2 2 8 2 left_child=15 3 6 12 5 -4 16 9 13 -6 11 21 23 26 17 -1 25 -8 20 -15 -13 22 29 -2 -10 -3 -5 -16 -9 -7 right_child=1 2 4 8 7 10 14 28 24 -11 -12 18 -14 19 27 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011636549100372985 0.029774047798992048 0.026735855328570462 0.026045147226254981 0.027107781852173191 0.026524260010045594 0.025492541717276513 0.026474832773030019 0.025617097744612499 0.029246866318228881 0.025953687935756316 0.025829038161877236 0.025844708517638326 0.029453010424049256 0.028662549800923455 0.026959225902358833 -0.011892552220715825 0.027749519812446024 0.025929052928138744 0.025282627235591153 0.027826766178636841 0.025481242212256984 0.025299987588522099 0.025899370787989064 0.030569843470154578 0.028444655625714254 0.027257779700520166 0.028191555075510445 0.025970540663797916 0.025169802555232771 0.025345548520639083 leaf_weight=87025.340876765549 171.73558555543423 699.87913908064365 2507.3183650374413 263.63571116328239 1228.3628856539726 5111.284770399332 1078.553212583065 659.89938400685787 320.56158752739429 4315.8308331370354 2383.916717633605 3059.7228313833475 391.88253432512283 348.15699474513531 561.57001119852066 2816.1657187119126 285.52814821898937 827.11989112198353 780.59732300043106 408.11755108833313 1404.7913934141397 6577.3957888633013 936.71892799437046 604.15183287858963 186.8852254897356 342.29743461310863 64.731238543987274 65.58294689655304 400.12389063835144 4169.485278442502 leaf_count=720350 770 2990 10601 1133 5230 21441 4589 2773 1425 18223 10048 12899 1748 1533 2407 21164 1239 3492 3265 1773 5892 27518 3952 2745 820 1474 283 277 1671 17455 internal_value=0 0.0259647 0.0257383 0.0290314 0.0256356 0.0255515 0.0266308 0.0259787 0.0282638 0.0260801 0.0255008 0.0254653 0.030078 0.0279421 0.0263909 -0.0116446 0.0270884 0.0262379 0.0256637 0.0282115 0.0257303 0.0254033 0.0254699 0.0303937 0.0289514 0.0269073 0.0273214 0.0268558 0.0254483 0.0254265 internal_weight=0 40155.8 37396 2759.86 33535.4 26931.2 3860.53 6604.22 1592.09 5544.19 24423.9 22040 1167.77 1084.64 2532.83 89841.5 1327.7 1905.67 5245.11 756.275 4464.51 16794.9 10217.5 775.887 507.447 1042.18 328.367 627.153 1060.02 9280.77 internal_count=911180 169666 157436 12230 140968 113071 16468 27897 6967 23453 102470 92422 5263 4722 10765 741514 5703 8081 22056 3306 18791 70366 42848 3515 2245 4464 1416 2684 4444 38896 is_linear=0 shrinkage=0.01 Tree=31 num_leaves=31 num_cat=0 split_feature=11 12 12 12 10 10 10 1 3 10 10 12 10 12 12 1 3 3 12 1 10 12 3 12 1 10 3 1 10 3 split_gain=384189 257.032 31.7166 20.3023 9.72052 8.30772 7.67743 5.32135 3.9206 2.8683 2.84327 2.68711 2.00091 1.73843 1.72659 1.59945 1.30285 2.17033 1.16068 1.0666 1.04814 1.04721 0.887521 0.853726 0.802859 0.759261 0.754253 0.71618 0.617193 0.559443 threshold=1.0000000180025095e-35 0.51461192965507518 0.99473056197166454 0.036334333941340412 3.0550000000000002 2.6750000000000003 2.8250000000000006 -32.499999999999993 0.50155279503105599 1.7450000000000003 7.0450000000000008 0.8784809708595277 4.5750000000000011 0.18897357583045957 0.068259380757808671 -65.499999999999986 0.49341991341991348 0.33477011494252878 0.0089773964136838514 -367.49999999999994 3.6350000000000002 0.0070173616986721008 1.0000000180025095e-35 0.94052824378013633 -300.49999999999994 3.0550000000000002 0.50155279503105599 -364.49999999999994 8.2700000000000014 1.0000000180025095e-35 decision_type=2 2 2 2 10 10 10 8 2 10 10 2 10 2 2 10 2 2 2 10 10 2 2 2 10 8 2 10 10 2 left_child=14 3 6 9 7 27 23 25 16 21 12 19 24 -7 -1 -12 17 -9 -11 20 -8 -2 -14 -3 26 -4 -6 -5 -17 -13 right_child=1 2 4 5 10 13 11 8 -10 18 15 29 22 -15 -16 28 -18 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568.02420461177826 2793.3618787378073 1241.6508995741606 5905.1785072386265 1359.7858521491289 307.13887211680412 738.34928560256958 53.602588251233101 102.53397822380066 1721.9762349575758 854.25167280435562 406.61660601198673 2234.8214976191521 1192.2259351909161 240.57140104472637 116.65489135682583 1034.3122666627169 leaf_count=720350 676 2963 2702 1237 8406 2226 271 40501 24227 2777 2652 1858 3171 2470 21164 5171 24572 5701 1365 3160 237 445 7275 3581 1716 9371 5012 1034 491 4398 internal_value=0 0.0255556 0.0253385 0.0284873 0.0252399 0.0277553 0.026194 0.0251447 0.0250935 0.0294835 0.0255425 0.0265574 0.0256498 0.0282616 -0.0116255 0.0252143 0.0250169 0.0250808 0.0297425 0.0270033 0.0278914 0.0285446 0.0258687 0.0256503 0.0254996 0.02555 0.0254464 0.026733 0.0250211 0.0262987 internal_weight=0 40389.5 37605.2 2784.32 33719.6 1604.98 3885.53 25646.3 22770.6 1179.35 8073.38 2329.14 6084.14 1073.39 89092.5 1989.24 16981.3 11076.1 924.291 855.12 116.771 255.056 2476.93 1556.38 3607.21 2875.67 3200.59 531.589 1358.31 1474.02 internal_count=911180 169666 157436 12230 140968 6967 16468 107074 95001 5263 33894 9924 25580 4696 741514 8314 70774 46202 4142 3668 508 1121 10446 6544 15134 12073 13418 2271 5662 6256 is_linear=0 shrinkage=0.01 Tree=32 num_leaves=31 num_cat=0 split_feature=11 12 12 12 3 12 3 3 12 12 12 12 3 2 3 3 12 5 5 3 3 3 3 5 2 2 2 12 2 19 split_gain=376142 237.338 29.3691 18.6208 6.98574 3.61951 2.54316 3.81399 2.01937 1.99772 1.92684 1.66759 1.24288 1.14055 1.08332 1.04511 0.920465 0.73787 1.20819 1.0263 0.726771 0.724706 0.619163 0.497573 0.478037 0.847501 0.64557 0.461443 0.460656 0.407788 threshold=1.0000000180025095e-35 0.51461192965507518 0.99473056197166454 0.036334333941340412 0.50155279503105599 0.8784809708595277 0.49341991341991348 0.33477011494252878 0.99999982118606578 0.2688089013099671 0.0089773964136838514 0.068259380757808671 0.50155279503105599 0.091372912801484213 0.25108695652173912 0.50952467343976793 0.9999486804008485 1.5000000000000002 5.5000000000000009 0.33248299319727892 1.0000000180025095e-35 0.90943267259056748 0.50155279503105599 3.5000000000000004 0.74891304347826104 0.75110619469026563 0.96213569039656011 0.97252115607261669 0.66751700680272119 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 10 2 2 2 2 10 2 2 2 2 2 2 left_child=11 3 5 10 6 15 7 16 23 14 20 -1 27 21 -5 -3 29 24 19 -19 -2 -10 -11 -6 28 -26 -27 -7 -18 -4 right_child=1 2 4 9 8 12 -8 -9 13 22 -12 -13 -14 -15 -16 -17 17 18 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.011598936809756787 0.028634477151556016 0.025966361996159933 0.024942309972045419 0.027055978649613618 0.02521408496333542 0.02557178313920894 0.024608844181970849 0.025226646677397352 0.024519288434354893 0.026560701965450143 0.028350955761742593 -0.011848206630136301 0.025856957389203634 0.025046274668453692 0.027766893191184361 0.02653445579916193 0.024749681401962709 0.025175788633879041 0.024500160381292383 0.024662329210290324 0.029364726246908834 0.024914828191089623 0.027205930395603317 0.025681881576897738 0.024442384102370915 0.025099939462710261 0.024667646671941736 0.025238940047117939 0.025281299188935003 0.025751030609926017 leaf_weight=85577.346779920161 174.97522196173668 802.75524470210075 1987.3247190564871 311.1606317460537 4000.8678771108389 781.84905622899532 7360.2494293600321 2137.992615789175 773.29278327524662 366.9980253726244 398.97463309764862 2770.6816868707538 890.18265448510647 4564.3642700016499 688.94786351919174 542.80233219265938 4397.9877759516239 1278.2917201668024 592.53769806027412 559.74079939723015 616.39383597671986 1155.1916721314192 250.05590200424194 241.0755999237299 1637.7769228070974 399.04472300410271 2572.1755680590868 891.41832956671715 169.26954528689384 64.369584172964096 leaf_count=720350 770 3391 8275 1336 16720 3284 30513 8936 3202 1564 1748 21164 3754 19031 2991 2312 18265 5339 2453 2322 2745 4808 1076 1014 6775 1665 10671 3727 708 271 internal_value=0 0.0251631 0.0249548 0.0279683 0.0248601 0.0257755 0.0247624 0.0248339 0.025071 0.0272696 0.0289176 -0.0116068 0.0255551 0.0249601 0.0275457 0.0261955 0.0247724 0.0247379 0.0248928 0.0250194 0.0292033 0.0247562 0.0268222 0.0252407 0.0246969 0.024625 0.0247257 0.0253945 0.0247694 0.0249677 internal_weight=0 40608.1 37800.6 2807.51 33891.6 3909.01 23156.8 15796.5 10734.8 1617.16 1190.34 88348 2563.45 6492.85 1000.11 1345.56 13658.5 11606.8 2430.57 1838.03 791.369 1928.48 617.054 4241.94 9176.25 4609 2971.22 1673.27 4567.26 2051.69 internal_count=911180 169666 157436 12230 140968 16468 96193 65680 44775 6967 5263 741514 10765 27041 4327 5703 56744 48198 10114 7661 3515 8010 2640 17734 38084 19111 12336 7011 18973 8546 is_linear=0 shrinkage=0.01 Tree=33 num_leaves=31 num_cat=0 split_feature=11 12 12 12 3 48 12 12 12 12 3 48 12 3 3 3 0 3 0 3 3 3 3 48 3 3 0 29 3 3 split_gain=368380 219.469 27.2347 17.102 6.48166 4.81106 3.34956 1.87302 1.84108 1.76498 1.69034 1.63596 1.61068 1.5541 2.72978 1.15043 1.09013 1.05529 1.12911 0.965577 0.763552 0.668339 0.665661 0.595334 0.570749 0.469559 0.459199 0.449251 0.407514 0.358508 threshold=1.0000000180025095e-35 0.51461192965507518 0.99473056197166454 0.036334333941340412 0.50155279503105599 1.0000000180025095e-35 0.8784809708595277 0.99999982118606578 0.2688089013099671 0.0089773964136838514 0.091229193341869366 1.0000000180025095e-35 0.068259380757808671 0.49341991341991348 0.33477011494252878 0.50155279503105599 1.0000000180025095e-35 0.90501253132832093 1.0000000180025095e-35 0.50952467343976793 0.25108695652173912 0.90943267259056748 1.0000000180025095e-35 1.0000000180025095e-35 0.50155279503105599 0.99938118811881205 1.0000000180025095e-35 1.0000000180025095e-35 0.99261982570806107 0.25108695652173912 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=12 3 6 9 5 13 19 11 16 22 -7 26 -1 14 27 23 20 18 -9 -3 -5 -19 -2 -8 -10 -13 -6 -4 -22 -11 right_child=1 2 4 8 7 10 15 17 24 29 -12 25 -14 -15 -16 -17 -18 21 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011580500681151422 0.028108690757603052 0.025557497880690144 0.024334895598337614 0.026701320965565829 0.024782029208378721 0.024555336623736181 0.024828970213535896 0.024774393402486584 0.026127196101659329 0.027348073364188329 0.024970522064514382 0.025212084602855737 -0.011826484958655807 0.024213363111205279 0.024769038158551495 0.025452438083266169 0.026589540897936702 0.024169110434689327 0.024428565837873312 0.026101877228751787 0.027599199990309492 0.024547851496080894 0.028804565819874416 0.025205625620622701 0.026744596065645228 0.024784652018341832 0.024467091359997372 0.025139025828888936 0.026811836136496375 0.028020235691274823 leaf_weight=84860.046473138034 176.45813608169556 807.41771720349789 10336.986223816872 164.60769833624363 2133.1190645545721 2705.8514361679554 879.382403627038 3255.3274645805359 369.34441381692886 108.75561627745628 1537.9375076591969 1213.0333507806063 2748.1259371265769 6880.8511127829552 1732.248354062438 895.26114031672478 321.81861357390881 778.3651265501976 1329.7421963363886 546.26233330368996 443.89403848350048 1160.7082790881395 622.06791271269321 802.65919849276543 251.81656248867512 326.1071210205555 591.30359968543053 69.946356028318405 77.160507008433342 293.48350106179714 leaf_count=720350 770 3391 42705 703 8863 11210 3657 13524 1564 469 6406 5069 21164 28384 7196 3754 1372 3209 5500 2312 1922 4808 2745 3354 1076 1355 2447 292 330 1279 internal_value=0 0.0247864 0.0245863 0.0274732 0.0244953 0.0244014 0.0253744 0.0246979 0.0268057 0.0283787 0.0247058 0.0248609 -0.0115882 0.0243334 0.0244015 0.0251628 0.0270697 0.0245914 0.0246741 0.0257772 0.027295 0.0243958 0.0286508 0.0250087 0.0263775 0.0251215 0.0247137 0.0243403 0.0274826 0.0278385 internal_weight=0 40811.9 37982.5 2829.41 34051.5 23263.8 3930.98 10787.7 1628.64 1200.77 4243.79 4263.56 87608.2 19020 12139.2 2577.3 1007.48 6524.14 4585.07 1353.68 685.662 1939.07 798.526 1682.04 621.161 1539.14 2724.42 10406.9 521.055 402.239 internal_count=911180 169666 157436 12230 140968 96193 16468 44775 6967 5263 17616 17734 741514 78577 50193 10765 4327 27041 19024 5703 2955 8017 3515 7011 2640 6424 11310 42997 2252 1748 is_linear=0 shrinkage=0.01 Tree=34 num_leaves=31 num_cat=0 split_feature=11 12 12 12 10 10 10 1 3 12 10 10 12 2 10 1 1 3 3 12 12 0 0 12 12 10 3 2 10 10 split_gain=360887 203.197 25.3184 15.7318 7.18579 7.17678 6.91503 4.11897 3.05299 2.54825 2.35811 2.23701 1.55581 1.48824 1.47151 1.24189 1.04979 1.02165 1.69182 0.969093 0.96085 0.936502 0.912194 0.876623 0.83741 0.714523 0.633892 0.627338 0.600972 0.597602 threshold=1.0000000180025095e-35 0.51461192965507518 0.99766892194747936 0.036334333941340412 2.9450000000000007 3.0550000000000002 2.6750000000000003 -32.499999999999993 0.50155279503105599 0.8784809708595277 1.7450000000000003 7.0450000000000008 0.068259380757808671 0.012270400481782552 4.5750000000000011 -65.499999999999986 -367.49999999999994 0.49341991341991348 0.33477011494252878 0.94052824378013633 0.18897357583045957 1.0000000180025095e-35 1.0000000180025095e-35 0.0089773964136838514 0.0070173616986721008 3.6350000000000002 1.0000000180025095e-35 0.91759259259259263 1.0000000180025095e-35 3.0550000000000002 decision_type=2 2 2 2 10 10 10 8 2 2 10 10 2 2 10 10 10 2 2 2 2 2 2 2 2 10 2 2 10 8 left_child=12 3 4 10 19 7 28 29 17 16 24 14 -1 -8 21 -13 25 18 -9 -3 -15 -7 -10 -12 -2 -6 -11 -16 -5 -4 right_child=1 2 5 6 9 11 13 8 22 26 23 15 -14 20 27 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011562305622657683 0.027486771655728874 0.02475946887513333 0.024690218151334983 0.025202525940786379 0.025794328158335916 0.024519076998973991 0.026271937965043499 0.023953105466773199 0.024289471414143025 0.024771762466528392 0.028310363252896601 0.024478675353846929 -0.011805057333516878 0.027434644334464523 0.024764543203408498 0.02393974789922234 0.025590514974442487 0.023836508972928154 0.024329649434121692 0.024309400956816926 0.026720612651188899 0.024194395721487769 0.024014556065029169 0.027665023910181667 0.026331614402463052 0.027448303682696931 0.025180725903427265 0.024295766630807764 0.025910065586936093 0.024338157326007883 leaf_weight=84147.222620420158 156.4326823502779 764.54115578532219 616.63493689894676 362.05287353694439 49.843152642250061 1958.2425903230906 343.18948628008366 9730.0349114239216 4090.0304980874062 546.12779071927071 634.38634227216244 624.54965701699257 2725.6954120323062 365.24037717282772 1958.1480277180672 1355.809101164341 731.25302352011204 5911.3486713171005 1360.0097833275795 1278.3792987763882 389.37380869686604 1626.0297703444958 1712.2185369282961 315.01623420417309 104.79783980548382 54.874959111213684 1238.5369175821543 334.19849753379822 179.59725011885166 2210.6140261292458 leaf_count=720350 676 3176 2559 1513 210 8109 1456 40011 16887 2269 2777 2585 21164 1577 8134 5575 3072 24275 5618 5280 1663 6706 7046 1365 445 237 5174 1380 758 9133 internal_value=0 0.0244245 0.0242321 0.0270002 0.0249224 0.024136 0.0263617 0.0240549 0.0240103 0.025269 0.0278647 0.0244004 -0.0115699 0.0268179 0.0244983 0.0241097 0.0257246 0.0239427 0.0239993 0.0244778 0.0270662 0.0243718 0.0242083 0.0280962 0.0270234 0.0266611 0.0250556 0.0246962 0.0254371 0.0244149 internal_weight=0 41001.5 38151.4 2850.09 4663.56 33487.9 1639.45 25630.9 22803.6 2620.64 1210.63 7856.98 86872.9 1097.8 5876.62 1980.36 835.971 17001.4 11090 2042.92 754.614 3584.27 5802.25 949.403 261.231 104.718 1784.66 2292.35 541.65 2827.25 internal_count=911180 169666 157436 12230 19418 138018 6967 105529 93837 10962 5263 32489 741514 4696 24329 8160 3519 69904 45629 8456 3240 14815 23933 4142 1121 447 7443 9514 2271 11692 is_linear=0 shrinkage=0.01 Tree=35 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 1 10 1 1 5 6 6 10 1 10 1 1 10 10 10 1 0 1 10 10 0 6 1 6 10 split_gain=162661 16742.2 5802.88 5328.48 4063.14 4832.56 3860.36 2279.05 2230.73 1179.72 3279.86 1121.98 1110.56 1403.5 1078.25 1020.44 856.933 683.686 660.292 589.109 825.703 596.883 463.07 453.281 401.739 388.128 358.885 349.959 615.588 671.929 threshold=3.1750000000000003 -32.499999999999993 4.5000000000000009 3.1750000000000003 6.0550000000000006 -71.499999999999986 3.8350000000000004 -361.49999999999994 -45.499999999999993 5.5000000000000009 30.500000000000004 16.500000000000004 3.5950000000000002 -1.0000000180025095e-35 7.4250000000000007 -30.499999999999996 -194.49999999999997 2.3350000000000004 2.6750000000000003 4.5750000000000011 -300.49999999999994 1.0000000180025095e-35 -124.49999999999999 8.1200000000000028 4.4750000000000005 1.0000000180025095e-35 28.500000000000004 -66.499999999999986 23.500000000000004 6.9850000000000012 decision_type=10 8 2 8 10 8 10 10 10 10 2 2 10 8 10 10 10 10 10 10 10 2 10 10 10 2 2 8 2 10 left_child=1 3 4 18 6 16 7 -2 -7 12 14 -5 13 -4 -11 17 23 -3 25 20 21 -8 -18 -6 -23 -1 27 -14 -29 -30 right_child=2 15 9 11 5 8 19 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1310.556777484715 616.81061390042305 10738.939875215292 701.78966840356588 564.59921108931303 458.91152468323708 1522.0914926454425 7285.9749985337257 2741.1049100682139 21930.661371871829 2724.419119656086 511.58814873546362 321.13674981892109 211.71430101245642 348.2776049003005 704.01339018344879 32934.298910804093 6786.5828409940004 921.96237174421549 148.66564217209816 leaf_count=9791 10130 81387 10646 16017 4076 9046 9494 16839 2643 1436 11394 4252 91134 4131 2423 2839 13013 33541 21016 176432 21895 3428 2203 1072 1760 4153 281507 55764 7014 704 internal_value=0 0.0179825 -0.00712217 0.00589236 -0.00398046 0.00448966 -0.00532155 0.00372666 0.0151782 -0.00914419 -0.00170774 0.0146305 -0.00942963 -0.0021034 0.0150635 0.021832 -0.00475754 0.0220849 -0.00112679 -0.00670316 -0.00355271 0.00110461 -0.00847253 0.00404189 0.00754292 0.00312662 -0.00971285 -0.00860225 -0.00699847 4.87341e-05 internal_weight=0 35973.1 91346.4 8687.64 35769.5 4889.34 30880.2 4090.61 2267.92 55577 2054.42 3869.96 53522.5 1992.09 743.859 27285.5 2621.41 26826.6 4817.69 26789.5 4858.89 2134.47 1843.23 778.182 859.866 2076.58 51530.4 18596.2 7857.21 1070.63 internal_count=911180 172996 738184 55229 272031 32053 239978 26969 11689 466153 15253 20269 450900 14777 3859 117767 20364 114928 34960 213009 36577 14682 15216 5148 5188 13944 436123 154616 63482 7718 is_linear=0 shrinkage=0.01 Tree=36 num_leaves=31 num_cat=0 split_feature=11 12 10 12 12 10 1 10 10 6 12 10 3 1 12 10 12 0 1 10 6 12 12 6 12 12 3 1 6 3 split_gain=349168 220.42 37.0387 20.5006 14.0819 11.0648 10.2264 5.49618 3.91293 3.55717 2.77095 2.76697 1.87823 1.63198 1.59567 1.59441 1.43031 1.00848 0.995028 0.94463 0.923835 0.849235 0.827803 0.808372 0.803439 0.770367 0.764156 0.733377 0.712836 0.707745 threshold=1.0000000180025095e-35 0.65440738201141369 3.2050000000000005 0.036334333941340412 0.99766892194747936 2.6750000000000003 -32.499999999999993 7.0450000000000008 2.5750000000000006 3.5000000000000004 0.2688089013099671 3.2050000000000005 0.50155279503105599 -65.499999999999986 0.068259380757808671 4.5750000000000011 0.8784809708595277 1.0000000180025095e-35 -364.49999999999994 6.1150000000000011 16.500000000000004 0.0089773964136838514 0.97252115607261669 5.5000000000000009 0.97252115607261669 0.0089773964136838514 0.091229193341869366 -367.49999999999994 4.5000000000000009 0.49341991341991348 decision_type=2 2 10 2 2 10 8 10 10 2 2 8 2 10 2 10 2 2 10 10 2 2 2 2 2 2 2 10 2 2 left_child=14 3 6 8 16 18 11 15 21 12 -7 -3 22 23 -1 17 27 -6 -5 -17 -13 -2 -8 -9 -11 -10 -18 -4 -12 -24 right_child=1 2 4 5 7 10 9 13 25 24 28 20 -14 -15 -16 19 26 -19 -20 -21 -22 -23 29 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011532898218368573 0.026812635098832211 0.024420008576921393 0.026465796200374193 0.024353030519627339 0.024184084892877905 0.026712970009990726 0.023737205524391149 0.023783102358107655 0.027928693221824563 0.02452997171641327 0.025588636647999829 0.023750157311271072 0.023542761505241604 0.023351628937875624 -0.011780041628056634 0.024497140305606391 0.024441148007411508 0.023787024024365166 0.025127774143619785 0.02406045569621492 0.024498685370364762 0.025730546110993326 0.023348234137859181 0.024665154618452624 0.023659697979618706 0.0273064492192816 0.024909427232364476 0.025235451620261553 0.026277615603578296 0.023213833379971179 leaf_weight=82972.381259776652 207.84619991481304 1017.9106558859348 53.799602553248405 374.06391334533691 1363.9919636100531 684.8974906206131 440.74893821775913 497.05085763335228 603.53655089437962 109.12477248907089 461.02412821352482 2352.9905913025141 4314.5479537546635 1364.7967428714037 2697.3661204129457 1580.5580998659134 504.89791120588779 1204.5636993646622 297.71379224956036 721.48920358717442 177.30869001150131 111.40005987882614 10517.471131816506 131.36092011630535 3804.3739487975836 296.8139156550169 1124.8024182319641 487.02464567124844 222.71130783855915 6244.2596462517977 leaf_count=720350 889 4210 229 1546 5625 2925 1808 2040 2626 452 1937 9653 17659 5575 21164 6543 2089 4944 1243 2971 734 469 42955 545 15591 1279 4682 2036 945 25466 internal_value=0 0.0238651 0.0236511 0.0263606 0.0242102 0.0257475 0.0234768 0.0239881 0.0273863 0.0234066 0.0262634 0.0239797 0.0233562 0.0235458 -0.0115407 0.0241692 0.0249122 0.0239979 0.0246964 0.0243603 0.0238026 0.026435 0.0233094 0.0239675 0.023684 0.0277236 0.0247643 0.0253578 0.0258131 0.0232982 internal_weight=0 41273.1 38013.1 3260.01 9034.34 2040.41 28978.7 6863.81 1219.6 25430.5 1368.63 3548.21 21517 1993.21 85669.7 4870.6 2170.52 2568.56 671.778 2302.05 2530.3 319.246 17202.5 628.412 3913.5 900.35 1629.7 540.824 683.735 16761.7 internal_count=911180 169666 155807 13859 37279 8596 118528 28243 5263 103931 5807 14597 87888 8160 741514 20083 9036 10569 2789 9514 10387 1358 70229 2585 16043 3905 6771 2265 2882 68421 is_linear=0 shrinkage=0.01 Tree=37 num_leaves=31 num_cat=0 split_feature=11 12 12 12 48 3 48 12 12 2 12 12 12 0 3 3 0 12 19 3 0 0 3 48 3 2 3 2 19 3 split_gain=342316 204.676 26.2139 18.9232 7.24637 6.15889 3.11517 3.10185 2.3597 3.19098 1.662 1.55423 1.54157 1.42506 1.18838 2.56938 1.17979 1.03592 1.00195 0.986505 0.874567 0.872662 0.870923 0.78549 0.728303 0.717827 0.627306 0.574922 0.571912 0.531 threshold=1.0000000180025095e-35 0.65440738201141369 0.99766892194747936 0.036334333941340412 1.0000000180025095e-35 0.50155279503105599 1.0000000180025095e-35 0.2688089013099671 0.99999982118606578 0.96213569039656011 0.94052824378013633 0.0011766494717448501 0.068259380757808671 1.0000000180025095e-35 0.49341991341991348 0.33477011494252878 1.0000000180025095e-35 0.8784809708595277 1.0000000180025095e-35 0.90501253132832093 1.0000000180025095e-35 1.0000000180025095e-35 0.51234756097560985 1.0000000180025095e-35 0.25108695652173912 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.50155279503105599 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=12 3 6 11 5 14 10 16 9 21 22 -2 -1 -7 15 18 23 -8 -4 -10 -9 25 -3 -5 -13 -6 -19 -25 29 -12 right_child=1 2 4 7 8 13 17 20 19 -11 28 24 -14 -15 -16 -17 -18 26 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31 leaf_value=-0.011515324110416073 0.027402860817813547 0.023948276450296735 0.023057401467235245 0.0254935829723765 0.023619656226304846 0.023476257581092844 0.024671605740886039 0.025163875746643916 0.023442569533290582 0.023197473854941145 0.023413140167887009 0.026182300710338464 -0.011759245360338072 0.023159968231143885 0.022961647765061786 0.023482976772213917 0.025241011754451006 0.02391085654114725 0.024100228765855755 0.023058019545060336 0.024543189733144732 0.023633585998318617 0.024751715118163268 0.025594220014362783 0.026848492711918574 0.024087737718002124 0.024319382178034324 0.026406634116250632 0.024513986320105895 0.023874357855595444 leaf_weight=82271.531417191029 428.44600296020508 428.97407852113247 10302.149793118238 232.87169048190117 426.18900270760059 5924.3043785840273 600.0470348149538 684.96431937813759 1915.5018552690744 1024.2537216246128 959.05794647336006 230.54057534039021 2675.2260313779116 1875.4546923190355 6890.7297425568104 1729.6857930272818 328.03777495026588 551.01500131189823 92.966034010052681 1023.5840427130461 339.54496701061726 1207.1426009535789 196.82351014018059 115.91614253818989 569.42714756727219 1416.638459444046 1182.5301233679056 350.48702217638493 62.309287011623383 337.45383568108082 leaf_count=720350 1849 1765 41949 978 1746 24231 2490 2862 7832 4177 3921 977 21164 7645 28031 7075 1372 2265 383 4168 1407 4946 818 487 2437 5835 4885 1490 258 1387 internal_value=0 0.0235382 0.0233321 0.0259352 0.0232384 0.0231636 0.0240658 0.0253475 0.0235246 0.0236804 0.0237745 0.0269168 -0.011523 0.0234002 0.0230665 0.0231261 0.0257358 0.0243135 0.0230667 0.0233086 0.0249582 0.0238426 0.024201 0.0259679 0.0266565 0.0239795 0.0241895 0.0262047 0.0235782 0.0235332 internal_weight=0 41427 38146.8 3280.24 33828.6 26815.3 4318.21 2051.82 7013.31 4074.22 1984.62 1228.41 84946.8 7799.76 19015.5 12124.8 1027.31 2333.59 10395.1 2939.09 1024.51 3049.97 625.798 699.275 799.968 1842.83 1733.55 466.403 1358.82 1296.51 internal_count=911180 169666 155807 13859 138018 109314 17789 8596 28704 16704 8149 5263 741514 31876 77438 49407 4327 9640 42332 12000 4269 12527 2583 2955 3414 7581 7150 1977 5566 5308 is_linear=0 shrinkage=0.01 Tree=38 num_leaves=31 num_cat=0 split_feature=11 12 12 12 6 6 6 12 12 12 12 6 5 12 6 12 12 12 0 5 5 5 5 12 6 0 0 0 5 5 split_gain=335686 190.296 24.4316 17.487 8.27527 3.48347 3.2081 1.91355 1.83892 1.71978 1.48937 1.44023 1.36696 1.25142 1.22845 0.980469 0.971813 0.802611 0.501608 1.45122 0.624358 0.504893 0.455124 0.42319 0.36169 0.352373 0.345385 0.321448 0.559727 0.310992 threshold=1.0000000180025095e-35 0.65440738201141369 0.99766892194747936 0.036334333941340412 6.5000000000000009 3.5000000000000004 4.5000000000000009 0.94052824378013633 0.99999827146530174 0.2688089013099671 0.068259380757808671 3.5000000000000004 5.5000000000000009 0.99999994039535534 29.500000000000004 0.2688089013099671 0.97252115607261669 0.0070173616986721008 1.0000000180025095e-35 1.5000000000000002 8.5000000000000018 2.5000000000000004 1.5000000000000002 0.00099748477805400022 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 10 10 10 10 2 2 2 2 2 10 8 left_child=10 3 6 11 8 9 7 26 27 25 24 17 13 22 -14 -7 -8 -2 21 -20 -21 29 -6 -13 -1 -5 -3 -4 -29 -10 right_child=1 2 4 5 12 15 16 -9 18 -11 -12 23 14 -15 -16 -17 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.011526000963851809 0.026458346247669972 0.024040892130781304 0.023085912037128471 0.025235313522467315 0.023399699616156764 0.025945310134384336 0.024481661382987095 0.023390320173527285 0.022898761972676446 0.024344509740034385 -0.011738727755007186 0.027226268300261831 0.023698120270518836 0.023119187081872997 0.022545498223051238 0.025165020849633808 0.023881265095648075 0.025781455459895491 0.022730018012562653 0.023150012348470951 0.022594127422698649 0.023287764385140051 0.023696942540041663 0.026639470208442463 -0.011482155882512213 0.024780172813607743 0.023696293798904835 0.022883047390925993 0.023285157519808048 0.022787510338953234 leaf_weight=29437.513682305813 427.30731293559074 682.3498408049345 3335.5626609772444 399.23032733798027 2612.1782045215368 337.41671966016293 580.4115627259016 2062.0108592361212 7243.2108183354139 721.36097928881645 2653.2132555544376 204.48978066444397 119.75846408307552 1634.8097169101238 405.74551439285278 308.06157550215721 503.42387180030346 296.87703582644463 9472.0883335322142 1283.8997272402048 239.7888552993536 283.19308468699455 641.6507583707571 308.0373971760273 52137.668131403625 296.38575877249241 506.94295029342175 2410.3092776685953 404.22186441719532 3847.3111031800508 leaf_count=256481 1818 2810 13588 1670 10676 1425 2403 8428 29448 2982 21164 880 491 6661 1644 1287 2069 1251 38445 5233 972 1156 2631 1314 463869 1232 2079 9798 1650 15625 internal_value=0 0.0232234 0.0230247 0.0255278 0.0229344 0.024964 0.0237316 0.0235746 0.0228664 0.0246866 -0.0115056 0.0264679 0.0232928 0.0233449 0.0228082 0.0255729 0.0242028 0.0261809 0.0228243 0.0227761 0.0230625 0.0228708 0.0234583 0.0268736 -0.011498 0.0250414 0.023894 0.0230195 0.0229408 0.0228602 internal_weight=0 41568 38268.9 3299.17 33933.7 2062.46 4335.14 3251.3 28519.6 1416.98 84228.4 1236.71 5414.14 4888.64 525.504 645.478 1083.84 724.184 22369.5 10995.8 1523.69 11373.7 3253.83 512.527 81575.2 695.616 1189.29 6150.09 2814.53 11090.5 internal_count=911180 169666 155807 13859 138018 8596 17789 13317 115915 5884 741514 5263 22103 19968 2135 2712 4472 3069 90879 44650 6205 46229 13307 2194 720350 2902 4889 25036 11448 45073 is_linear=0 shrinkage=0.01 Tree=39 num_leaves=31 num_cat=0 split_feature=11 48 6 6 29 6 6 3 3 3 3 29 3 3 3 3 3 39 39 3 3 6 6 6 6 6 6 3 3 3 split_gain=329265 62.3516 14.9347 10.7935 6.23601 5.02938 9.10513 3.69018 3.17651 4.79306 2.99181 2.90764 1.20299 1.88352 1.05066 0.901935 0.737786 0.62302 0.608267 0.555181 1.38915 0.509369 0.496885 0.49109 0.49006 0.472188 0.431995 0.423278 0.406594 0.398226 threshold=1.0000000180025095e-35 1.0000000180025095e-35 30.500000000000004 7.5000000000000009 1.0000000180025095e-35 29.500000000000004 2.5000000000000004 0.50155279503105599 0.90501253132832093 0.90943267259056748 0.091229193341869366 1.0000000180025095e-35 0.49341991341991348 0.33477011494252878 0.27320574162679429 0.9756521002710028 0.091229193341869366 1.0000000180025095e-35 1.0000000180025095e-35 0.76506899055918665 0.74478940512375169 4.5000000000000009 1.5000000000000002 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 20.500000000000004 0.37341365461847392 0.75103305785123975 0.23123827392120072 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=21 3 5 4 7 6 8 12 10 -10 24 -5 13 17 -8 29 -7 23 -9 20 22 -1 27 -2 -3 -11 -16 -12 -4 -6 right_child=1 2 28 11 15 16 14 18 9 25 19 -13 -14 -15 26 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011520774257840807 0.022511098122495792 0.023170825801739407 0.024488994758270734 0.023105657721021956 0.02383591756487782 0.022284843768524531 0.023706876390258737 0.022797384401533671 0.022364922496852256 0.023310771166785701 0.023436712868560666 0.024753815014019555 0.022416323395869808 0.022944956324998746 0.024333375062462456 0.023155457404892266 0.024257404233256563 0.023732241643103336 0.02422995933447767 0.024109012734791008 0.023004379341676554 -0.011469536290646652 0.024307383367398971 0.022749639401031856 0.023806722677610338 0.023873937657351244 0.023939711097584825 0.023720352574342154 0.024907544589581897 0.024629714647850538 leaf_weight=30652.575653627515 10040.8052983284 2979.7367794364691 874.87500673532486 4081.3289378136396 127.29081611335278 421.48800346255302 543.92650598287582 5767.6102403700352 792.76225754618645 740.97927786409855 728.74063903093338 109.92229153215885 7341.6337594687939 1256.517414867878 1011.9741043448448 113.03197033703327 19.854578077793121 43.389872565865517 29.791837051510811 224.26560640335083 354.13539187610149 52862.095551989973 117.06456759572029 944.20322071015835 126.33065043389797 186.31779555976391 384.7378334403038 1892.3455136716366 315.90084898471832 125.51810355484486 leaf_count=268033 40677 12154 3625 16634 523 1704 2232 23430 3207 3027 2981 457 29716 5112 4185 461 82 178 123 925 1442 473481 484 3834 519 766 1583 7768 1316 521 internal_value=0 0.0229199 0.0235386 0.0226782 0.0226017 0.0234185 0.0234642 0.0225831 0.0233175 0.0229358 0.0234197 0.0231489 0.0225176 0.0225781 0.0240797 0.023898 0.0223736 0.0225363 0.0228047 0.0236286 0.0235937 -0.0114883 0.02367 0.0225316 0.0231967 0.0234239 0.0242249 0.0236415 0.0246 0.02423 internal_weight=0 41696.5 11715.4 29981 25789.8 10524.7 10083.3 25424 8142.68 1720.06 6422.62 4191.25 19626.5 12284.9 1940.64 365.841 441.343 11028.4 5797.4 3316.55 3092.29 83514.7 2738.15 10985 3106.07 927.297 1396.71 2621.09 1190.78 252.809 internal_count=911180 169666 48000 121666 104575 43059 41273 103070 33273 7000 26273 17091 79517 49801 8000 1505 1786 44689 23553 13600 12675 741514 11233 44511 12673 3793 5768 10749 4941 1044 is_linear=0 shrinkage=0.01 Tree=40 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 12 12 1 1 1 1 6 6 6 2 2 6 6 1 6 1 6 6 2 12 0 2 6 2 2 split_gain=276796 3827.32 3807.58 386.793 375.605 368.787 238.259 206.738 191.236 159.658 144.912 108.097 103.678 100.191 94.6868 72.9806 67.9226 62.3662 61.9559 53.8093 50.2335 61.4632 46.0752 45.117 43.0386 40.3533 40.2773 39.1508 37.4873 32.6804 threshold=0.18897357583045957 0.8784809708595277 0.0070173616986721008 0.00048551171494175006 0.51461192965507518 0.049213243648409809 0.99473056197166454 -371.49999999999994 -364.49999999999994 -122.49999999999999 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split_feature=11 12 12 12 6 12 6 2 3 12 12 6 3 6 12 5 3 3 12 12 6 12 5 3 2 12 6 3 2 2 split_gain=317674 205.509 28.5921 15.3091 7.27334 3.0671 2.9062 2.52802 2.02319 1.79431 1.63907 1.63846 1.39595 1.34235 1.26605 1.24003 1.14151 1.17702 0.960677 0.892141 0.666178 0.66422 0.603611 0.570892 0.593716 0.524909 0.51973 0.509072 0.454518 0.430812 threshold=1.0000000180025095e-35 0.51461192965507518 0.99473056197166454 0.036334333941340412 5.5000000000000009 0.8784809708595277 3.5000000000000004 0.82683658170914553 0.50155279503105599 0.068259380757808671 0.0070173616986721008 4.5000000000000009 0.49341991341991348 7.5000000000000009 0.99999982118606578 1.5000000000000002 0.25108695652173912 0.24165739710789766 0.2688089013099671 0.9999937415122987 1.5000000000000002 0.99999970197677612 8.5000000000000018 0.33248299319727892 0.66522988505747138 0.18897357583045957 3.5000000000000004 0.51234756097560985 0.98936170212765973 0.091372912801484213 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 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internal_weight=0 41899.2 38964.3 2934.96 34918.9 4045.38 1685.67 5960.5 28958.4 82171.5 1249.28 2649.9 21348 1395.48 4902.7 14004.1 11184.6 9617.61 1146.52 7610.36 773.652 7802.61 2819.47 2506.16 1002.03 539.15 475.633 1992 657.904 6157.44 internal_count=911180 169666 157436 12230 140968 16468 6967 24127 116841 741514 5263 10765 86101 5703 19861 56507 45113 38780 4722 30740 3272 31474 11394 10132 4045 2245 1991 8081 2684 24860 is_linear=0 shrinkage=0.01 Tree=42 num_leaves=31 num_cat=0 split_feature=11 1 6 6 1 1 1 6 3 3 2 1 6 2 6 2 3 3 6 2 2 2 2 48 3 3 6 1 2 6 split_gain=311803 77.1098 13.367 8.11428 5.42103 6.72689 4.91467 4.64765 2.6892 2.63255 4.22792 2.4088 1.33849 1.20862 1.00246 0.787957 0.759649 1.38329 0.697366 0.692328 1.04739 0.938626 0.779132 0.56052 0.511157 0.50373 0.501876 0.439625 0.426749 0.403695 threshold=1.0000000180025095e-35 -32.499999999999993 30.500000000000004 5.5000000000000009 -67.499999999999986 -59.499999999999993 -30.499999999999996 3.5000000000000004 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split_feature=10 6 10 10 10 10 3 6 10 10 10 6 2 2 5 2 10 10 2 3 4 2 6 5 10 10 10 2 6 2 split_gain=139809 5430.81 4688.01 3621.17 3703.49 3479.92 3200.72 1563.66 1409.14 1113.39 891.838 861.771 843.412 812.549 678.604 607.291 496.276 395.182 371.889 348.371 347.834 347.044 337.909 570.599 613.507 312.381 585.016 273.762 270.334 252.53 threshold=3.1750000000000003 4.5000000000000009 2.5750000000000006 6.0550000000000006 8.4800000000000022 3.8350000000000004 1.0000000180025095e-35 16.500000000000004 5.4150000000000009 7.0450000000000008 3.5950000000000002 1.5000000000000002 0.34387500000000004 1.0000000180025095e-35 1.5000000000000002 0.62532051282051293 4.5750000000000011 2.5750000000000006 0.27293771043771048 0.55594679186228502 28.500000000000004 0.50144508670520238 28.500000000000004 5.5000000000000009 7.4250000000000007 4.4750000000000005 4.495000000000001 0.47839423846359036 23.500000000000004 0.1676706827309237 decision_type=10 2 10 10 10 10 2 2 10 10 10 2 2 2 10 2 10 8 2 2 10 2 2 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0.22271825396825398 1.0000000180025095e-35 0.51234756097560985 0.087337909992372217 0.49341991341991348 0.25108695652173912 0.98936170212765973 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.019324122479462254 1.0000000180025095e-35 -14.499999999999998 1.0000000180025095e-35 1.0000000180025095e-35 29.500000000000004 31.500000000000004 -32.499999999999993 -65.499999999999986 1.5000000000000002 -31.499999999999996 -37.499999999999993 -67.499999999999986 -90.499999999999986 decision_type=8 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 10 10 2 10 10 10 10 left_child=2 7 4 16 8 29 -7 9 12 10 25 13 14 -3 15 -1 -4 -9 23 -12 -18 -5 -23 -8 -10 -2 27 28 -16 -6 right_child=1 11 3 21 5 6 18 17 24 -11 19 -13 -14 -15 26 -17 20 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0098688135607966857 0.015784706300428955 -0.00084073441053673535 -0.0045751356660419648 0.0036672116784131946 -0.00082870829805118383 -0.0067139259078694818 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96168 45000 14797 432058 49059 30047 22273 410964 6229 2780 27315 3689 54985 30203 26884 23212 17323 is_linear=0 shrinkage=0.01 Tree=45 num_leaves=31 num_cat=0 split_feature=11 12 10 12 10 10 10 12 12 10 5 0 10 2 12 0 2 2 12 10 2 2 12 0 2 2 12 2 5 2 split_gain=300656 218.609 40.2128 31.5102 14.2856 10.8994 7.99958 4.25789 3.95648 3.91658 3.54927 2.27066 2.07651 1.94379 1.86614 1.69569 1.58042 1.57236 1.52327 1.41381 2.16294 1.32102 1.19874 1.14818 1.141 1.6031 0.834372 0.811227 0.807991 0.731372 threshold=1.0000000180025095e-35 0.8784809708595277 3.2050000000000005 0.068259380757808671 2.6750000000000003 7.0450000000000008 2.6750000000000003 0.99766892194747936 0.51461192965507518 2.3350000000000004 1.5000000000000002 1.0000000180025095e-35 4.5750000000000011 0.49844720496894418 0.068259380757808671 1.0000000180025095e-35 1.0000000180025095e-35 0.012270400481782552 0.0089773964136838514 7.0550000000000006 0.98936170212765973 0.98936170212765973 0.0089773964136838514 1.0000000180025095e-35 0.50144508670520238 0.74891304347826104 0.2688089013099671 0.74891304347826104 1.5000000000000002 1.0000000180025095e-35 decision_type=2 2 10 2 10 10 10 2 2 10 10 2 10 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 10 2 left_child=14 3 9 6 26 7 18 -4 16 13 -7 27 15 17 -1 -9 -6 -3 -2 -12 -21 -14 -8 -19 -15 -26 -5 -11 -27 -10 right_child=1 2 5 4 8 10 22 12 29 11 19 -13 21 24 -16 -17 -18 23 -20 20 -22 -23 -24 -25 25 28 -28 -29 -30 -31 leaf_value=-0.011399560778509805 0.024300033517589584 0.021105035974520417 0.02263009683866991 0.022575335660651723 0.023427619309615472 0.022427270872354316 0.025632337142210276 0.022061311481404302 0.022724714165487686 0.021595741189474375 0.020873656683176769 0.021166737646440125 0.022329362920608217 0.020908951198132068 -0.011673143657234389 0.0215517965157817 0.024302952350267623 0.021485086870051042 0.023113714196149934 0.021737670820541531 0.020842567058763639 0.021657429897292368 0.024958484535702971 0.021133011237086698 0.021321095370417504 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0.889234 0.874983 0.716862 threshold=1.0000000180025095e-35 3.2050000000000005 7.0450000000000008 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 3.2050000000000005 3.5000000000000004 4.495000000000001 6.1150000000000011 1.5000000000000002 9.5000000000000018 6.1250000000000009 3.5000000000000004 1.0000000180025095e-35 30.500000000000004 2.3350000000000004 7.0550000000000006 29.500000000000004 2.5750000000000006 32.500000000000007 4.5000000000000009 3.5950000000000002 45.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5950000000000002 1.0000000180025095e-35 decision_type=2 10 10 2 10 2 8 2 10 10 2 2 10 2 2 2 10 10 2 10 2 2 10 2 2 2 2 2 10 2 left_child=28 3 5 7 14 8 19 16 13 10 -7 -8 -11 24 -4 17 -2 -6 21 -5 -14 -19 -15 -12 -3 27 -9 -10 -1 -16 right_child=1 2 4 6 15 9 11 26 25 12 23 -13 20 22 29 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011488692390134557 0.020785574799882009 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682.48939542472363 67.475620225071907 212.4769611209631 280.7323075979948 412.30625839531422 82.244080230593681 181.28745301067829 38.584171086549759 169.28294916450977 70954.072232469916 250.46278050541878 leaf_count=75148 67423 7049 381 3178 3190 9480 13638 16432 4706 1316 4345 1252 2095 1622 390 166 19272 2369 1668 2771 277 859 1140 1696 334 741 157 691 666366 1028 internal_value=0 0.0213462 0.0222102 0.021032 0.0213977 0.022442 0.0216156 0.0209148 0.0220517 0.022775 0.0229634 0.0213391 0.0219892 0.0217256 0.0230221 0.0210492 0.0208375 0.0210038 0.0212357 0.0223126 0.0223788 0.0215497 0.0222068 0.0234259 0.0215464 0.0225948 0.0213198 0.022498 -0.0113924 0.0233876 internal_weight=0 42190.7 11250.9 30939.7 2497.27 8753.65 5175.15 25764.6 4030.19 4723.47 3810.24 3705.58 913.231 2517.85 441.135 2056.14 21634.5 2015.53 1218.84 1469.57 585.556 802.277 683.072 1475.84 1834.78 1512.34 4130.08 1331.05 79387.1 346.533 internal_count=911180 169666 45543 124123 10051 35492 20839 103284 16283 19209 15521 14890 3688 10145 1799 8252 86695 8086 4896 5949 2372 3228 2762 6041 7383 6138 16589 5397 741514 1418 is_linear=0 shrinkage=0.01 Tree=47 num_leaves=31 num_cat=0 split_feature=11 12 12 48 12 2 2 0 12 12 19 2 0 29 12 0 2 2 2 12 2 0 0 2 48 2 2 2 0 0 split_gain=290054 194.199 28.0211 16.0853 7.62545 5.23435 4.58189 4.48387 4.23298 2.57554 2.44206 2.04326 1.96007 1.75986 1.74885 1.74807 1.67447 1.58234 3.38771 1.11698 1.10955 1.09368 0.953428 0.922319 0.881683 0.987385 0.855361 0.804217 0.840017 0.79669 threshold=1.0000000180025095e-35 0.8784809708595277 0.068259380757808671 1.0000000180025095e-35 0.99999827146530174 0.49844720496894418 0.96213569039656011 1.0000000180025095e-35 0.51461192965507518 0.0089773964136838514 1.0000000180025095e-35 0.012270400481782552 1.0000000180025095e-35 1.0000000180025095e-35 0.068259380757808671 1.0000000180025095e-35 0.091372912801484213 0.50144508670520238 0.66522988505747138 0.99473056197166454 0.087337909992372217 1.0000000180025095e-35 1.0000000180025095e-35 0.98936170212765973 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.98936170212765973 1.0000000180025095e-35 1.0000000180025095e-35 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=14 2 9 5 6 7 12 11 15 23 13 -3 26 17 -1 24 20 -7 -19 -13 -6 -10 -11 29 -4 -26 -5 28 -18 -2 right_child=1 3 8 4 16 10 -8 -9 21 22 -12 19 -14 -15 -16 -17 27 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.011368032176159313 0.024859007742342541 0.020794877106162676 0.022712862013108914 0.021508902602772526 0.020910214268747031 0.020513240800445726 0.020886487500068555 0.02069915593798953 0.022328200426078682 0.023977511266913262 0.022131346890458529 0.021901675738014395 0.021362654175843172 0.021932377269953136 -0.011635080264217458 0.022386289229102782 0.021544061012092858 0.021093896531615756 0.02060759050098715 0.021144699247443496 0.020432603065131286 0.021744213812907406 0.023157306023975446 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45.2169 42.4333 41.4124 36.0798 35.3886 34.4122 30.0337 27.9714 threshold=0.18897357583045957 0.0070173616986721008 0.8784809708595277 2.7350000000000008 2.6750000000000003 -371.49999999999994 -380.49999999999994 0.00048551171494175006 3.8050000000000002 0.068259380757808671 inf 0.98755538463592529 0.51461192965507518 3.2650000000000001 2.7350000000000008 3.2950000000000004 -2.4999999999999996 3.9950000000000006 -342.49999999999994 -63.499999999999993 0.026551560498774003 -9.4999999999999982 -62.499999999999993 5.9116524425917312e-05 0.036334333941340412 0.65440738201141369 2.6750000000000003 0.0013712961226701001 5.7250000000000005 5.6750000000000007 decision_type=2 2 2 10 10 10 10 2 10 2 8 2 2 10 8 10 8 10 10 8 2 8 8 2 2 2 10 2 10 10 left_child=1 7 4 14 -2 8 13 23 25 20 21 15 -7 -5 24 -4 -17 -18 -16 -12 29 27 -21 -1 -3 -6 -23 -9 -10 -8 right_child=2 3 11 6 5 12 9 10 28 -11 19 -13 -14 -15 18 16 17 -19 -20 22 -22 26 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.01125232731307964 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488.865 1180.78 internal_count=911180 736335 174845 35717 19623 15717 31706 700618 5435 20155 48895 155222 10282 11551 4011 9870 5698 1317 1862 2289 15125 46606 740 651723 2149 1463 12696 33910 3972 9663 is_linear=0 shrinkage=0.01 Tree=49 num_leaves=31 num_cat=0 split_feature=12 12 12 10 10 48 12 48 12 10 12 12 10 29 19 10 10 3 29 6 10 48 10 29 19 48 12 12 48 12 split_gain=239148 3648.2 3053.99 842.578 517.432 656.645 382.553 379.135 214.598 192.593 184.278 128.844 121.417 165.862 164.504 96.011 88.8502 78.6834 67.0774 65.6272 61.7359 137.544 67.6368 49.4073 59.4328 46.4077 42.8588 40.5471 39.8378 38.3267 threshold=0.18897357583045957 0.0070173616986721008 0.8784809708595277 2.7350000000000008 2.6750000000000003 1.0000000180025095e-35 0.00048551171494175006 1.0000000180025095e-35 0.068259380757808671 1.0450000000000002 0.98755538463592529 0.51461192965507518 3.6350000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.7350000000000008 3.3550000000000004 0.96784532671629464 1.0000000180025095e-35 99.500000000000014 2.6250000000000004 1.0000000180025095e-35 3.6650000000000005 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5.9116524425917312e-05 0.026551560498774003 1.0000000180025095e-35 0.51461192965507518 decision_type=2 2 2 10 10 2 2 2 2 10 2 2 10 2 2 8 10 2 2 2 10 2 10 2 2 2 2 2 2 2 left_child=1 6 4 15 -2 12 26 16 17 -8 20 19 -6 14 29 27 -5 -9 -18 -7 -4 22 -22 24 -24 -17 -1 -3 -11 -14 right_child=2 3 10 7 5 11 9 8 -10 28 -12 -13 13 -15 -16 25 18 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.01123633420206706 0.016989020371549087 -6.9254981377842622e-05 0.019576881551456662 -0.0012829863816004909 0.0075944458156126469 0.0099763595152382034 -0.0013863327704253317 -0.0035995112651601275 0.0039029245139165563 -0.01008090896709357 0.020222337349287384 0.014524823831098247 -0.0068326822162618987 0.01129889828163037 0.010843416698080812 0.015993204966168774 -0.0088662807287580372 0.0038450972264775351 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215 1142 61273 1269 29345 1866 internal_value=0 -0.0104019 0.0192304 -0.00182635 0.010348 0.00814915 -0.0109485 -0.00361155 -0.000976394 -0.00840463 0.020051 0.0119523 0.00166329 -0.000417137 -0.00236051 0.00829415 -0.00724081 -0.00289136 -0.0081351 0.00896764 0.0172462 0.0160463 0.0117755 0.00886168 0.00703792 0.0118949 -0.011154 0.00448108 -0.00890634 -0.00435447 internal_weight=0 77825.4 41898.1 4663.61 3543.45 2662.05 73161.8 3964.33 2296.72 5469.64 38354.6 1678.07 983.985 728.467 624.825 699.283 1667.61 1649.39 1449.97 776.803 2207.55 1457.29 496.936 306.037 253.757 359.655 67692.1 339.628 5104.73 542.848 internal_count=911180 736335 174845 35717 19623 15717 700618 31706 17439 48895 155222 8934 6783 5318 4751 4011 14267 13111 12699 4519 9870 6797 2597 1745 1511 1862 651723 2149 46232 4297 is_linear=0 shrinkage=0.01 Tree=50 num_leaves=31 num_cat=0 split_feature=12 12 12 10 10 1 1 12 10 12 10 12 12 10 2 10 2 10 1 10 1 6 2 1 1 1 12 6 12 2 split_gain=234967 3637.02 3005.87 825.803 505.935 938.64 476.717 384.827 261.002 238.201 191.391 184.276 156.562 121.145 102.399 94.0083 79.0258 72.412 339.802 107.672 62.5858 61.6131 48.945 47.5314 47.0477 47.1575 43.2889 41.1625 40.3356 38.944 threshold=0.18897357583045957 0.0070173616986721008 0.8784809708595277 2.7350000000000008 2.6750000000000003 -371.49999999999994 -380.49999999999994 0.00048551171494175006 3.9350000000000005 0.068259380757808671 1.0450000000000002 0.99473056197166454 0.51461192965507518 3.2650000000000001 0.034723896792862259 1.3750000000000002 0.05298245614035086 3.1750000000000003 -4.4999999999999991 3.9350000000000005 -18.499999999999996 1.5000000000000002 0.034723896792862259 -390.49999999999994 -63.499999999999993 -62.499999999999993 5.9116524425917312e-05 102.50000000000001 0.65440738201141369 0.051836094939543158 decision_type=2 2 2 10 10 10 10 2 10 2 10 2 2 10 2 10 2 10 8 10 8 2 2 10 8 8 2 2 2 2 left_child=1 7 4 15 -2 8 13 26 28 14 24 17 16 -5 -8 20 -7 -4 -19 -20 -3 -18 -11 -12 -9 -26 -1 -14 -6 -25 right_child=2 3 11 6 5 12 9 10 -10 22 23 -13 27 -15 -16 -17 21 18 19 -21 -22 -23 -24 29 25 -27 -28 -29 -30 -31 leaf_value=-0.011220521054303177 0.016784269688215371 0.0079563957448393046 0.01915447686100159 -0.00033457617327289435 0.0032542249124199009 0.013174286005503409 0.0016587553100677324 -0.004247707054216939 -0.0061618472542094415 0.0081134228136637114 -0.010480423178913449 0.020043660637621769 0.014944450350354431 -0.0096353209337367591 -0.0041816819578147923 0.0035906646325704417 0.010358883134352171 0.018212571337366309 0.014692343087881787 0.0021100991191761705 0.015736257192827115 0.0040130209405421337 0.0021774540867325314 -0.0059156689593115935 0.019896757069181027 0.0011412574134946328 -0.010361234893213172 0.0075131455990120654 0.011215349169733067 -0.0087315575124383496 leaf_weight=60627.691549234092 883.21753238141537 255.2962733283639 1372.2226102799177 159.37930125743151 175.03985076397657 270.29052305221558 374.2645715251565 222.30447421222925 460.69331202656031 184.21225173771381 1351.6130112484097 35371.222944229841 953.89154013991356 1154.4607841968536 1516.8459564000368 271.74933502078056 265.71342254430056 1326.7701211422682 103.77325347810984 197.36198355257511 173.79491516947746 360.68648641556501 564.80669321864843 582.27505808323622 14.98310936242342 127.34551927447319 6490.3738897368312 80.854995444417 99.999274596571922 3138.1848899200559 leaf_count=590450 3906 1459 5653 1115 1121 1375 2626 1718 3790 1079 12472 142020 4577 10436 12499 1753 1470 5765 487 1297 799 2382 3951 4944 66 879 61273 478 524 28816 internal_value=0 -0.0103804 0.0190273 -0.00181162 0.0102243 0.00805202 -0.00358492 -0.0109302 -0.00155977 -0.00113544 -0.00837126 0.0198418 0.0117134 -0.00850707 -0.00302582 0.00819285 0.00865496 0.0174623 0.016036 0.00644603 0.0111075 0.00670488 0.00363733 -0.00887433 -0.00137353 0.00311567 -0.0111374 0.0143638 0.00614875 -0.00829085 internal_weight=0 77209.6 41921.7 4654.81 3550.39 2667.17 3953.97 72554.8 735.732 2640.13 5436.71 38371.4 1931.44 1313.84 1891.11 700.841 896.69 3000.13 1627.91 301.135 429.091 626.4 749.019 5072.07 364.633 142.329 67118.1 1034.75 275.039 3720.46 internal_count=911180 736335 174845 35717 19623 15717 31706 700618 5435 20155 48895 155222 10282 11551 15125 4011 5227 13202 7549 1784 2258 3852 5030 46232 2663 945 651723 5055 1645 33760 is_linear=0 shrinkage=0.01 Tree=51 num_leaves=31 num_cat=0 split_feature=11 12 10 12 12 10 1 10 10 3 12 10 12 12 10 1 12 12 1 10 2 12 2 10 1 2 1 10 1 12 split_gain=272021 267.123 43.0076 23.6438 18.7302 12.9333 8.3864 6.75746 6.43005 3.86707 2.8169 2.34983 2.21462 2.05649 1.80288 1.56753 1.5079 1.48974 1.35771 1.28329 1.15689 1.06543 0.924725 0.92104 0.850424 0.844042 0.784961 0.735035 0.731527 0.67815 threshold=1.0000000180025095e-35 0.51461192965507518 3.1750000000000003 0.036334333941340412 0.99473056197166454 2.6750000000000003 -32.499999999999993 2.5750000000000006 7.0450000000000008 0.50155279503105599 0.068259380757808671 3.1750000000000003 0.18897357583045957 0.8784809708595277 4.5750000000000011 -65.499999999999986 0.0070173616986721008 0.0070173616986721008 -367.49999999999994 2.3850000000000002 0.98936170212765973 0.97252115607261669 0.012270400481782552 2.3350000000000004 -364.49999999999994 1.0000000180025095e-35 -52.499999999999993 3.6350000000000002 -300.49999999999994 0.97252115607261669 decision_type=2 2 10 2 2 10 8 10 10 2 2 8 2 2 10 10 2 2 10 10 2 2 2 10 10 2 10 10 10 2 left_child=10 3 6 7 13 24 11 17 14 19 -1 -3 22 18 28 -10 -9 -2 27 29 -16 -11 -7 -23 -5 -14 -17 -4 -6 -8 right_child=1 2 4 5 8 12 9 16 15 21 -12 -13 25 -15 20 26 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011309897601924031 0.02353221342493694 0.02072752655617352 0.021769944750277301 0.02081806144132866 0.020361884513887648 0.022842411124979752 0.02009906714172183 0.024950682317363096 0.02034627323883478 0.020782816640200225 -0.011648739116742461 0.020172000032992892 0.022058935584066672 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1744 2455 2652 735 21164 10488 782 5482 8891 5361 1450 541 2919 15912 1555 17100 1577 8938 1034 1688 301 237 1532 59277 internal_value=0 0.0202962 0.020077 0.0231762 0.0206544 0.0224106 0.0198876 0.0242082 0.0204184 0.0198241 -0.0113212 0.0203334 0.0230183 0.0214713 0.0205985 0.0199448 0.0246415 0.0229846 0.0218697 0.019752 0.0207886 0.0200311 0.023482 0.02001 0.0211719 0.022604 0.0197568 0.0230459 0.0204249 0.0197103 internal_weight=0 42322.9 39330 2992.86 9715.66 1718.29 29614.4 1274.58 7538.15 25919.8 76211.1 3694.51 1152.81 2177.51 5461.01 2077.14 941.226 333.35 812.438 19227.7 2607.01 6692.14 543.928 6508.75 565.475 608.882 1414.7 87.5597 2854 15250.5 internal_count=911180 169666 157436 12230 38943 6967 118493 5263 30185 103706 741514 14787 4696 8758 21871 8314 3905 1358 3276 76933 10446 26773 2226 26038 2271 2470 5662 357 11425 61021 is_linear=0 shrinkage=0.01 Tree=52 num_leaves=31 num_cat=0 split_feature=11 12 10 12 12 10 1 10 10 10 12 10 12 12 10 1 0 12 12 0 1 12 10 1 1 12 10 1 10 0 split_gain=267419 250.652 40.4809 22.0427 17.5958 12.0967 7.89749 6.28463 6.04776 2.86841 2.72322 2.21027 2.06609 1.92684 1.69403 1.47656 1.4426 1.39982 1.39061 1.35843 1.27015 1.025 0.955416 0.798046 0.739291 0.692072 0.686324 0.61768 1.08364 0.60576 threshold=1.0000000180025095e-35 0.51461192965507518 3.1750000000000003 0.036334333941340412 0.99473056197166454 2.6750000000000003 -32.499999999999993 2.5750000000000006 7.0450000000000008 2.3350000000000004 0.068259380757808671 3.1750000000000003 0.18897357583045957 0.8784809708595277 4.5750000000000011 -65.499999999999986 1.0000000180025095e-35 0.0070173616986721008 0.0070173616986721008 1.0000000180025095e-35 -367.49999999999994 0.97252115607261669 6.1150000000000011 -364.49999999999994 -52.499999999999993 0.94052824378013633 3.6350000000000002 -4.4999999999999991 3.9350000000000005 1.0000000180025095e-35 decision_type=2 2 10 2 2 10 8 10 10 10 2 8 2 2 10 10 2 2 2 2 10 2 10 10 10 2 10 8 10 2 left_child=10 3 6 7 13 23 11 18 14 21 -1 -3 -7 20 19 -10 25 -9 -2 -6 26 -8 -16 -5 -17 -11 -4 -15 -29 -23 right_child=1 2 4 5 8 12 9 17 15 16 -12 -13 -14 27 22 24 -18 -19 -20 -21 -22 29 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.011295171685402455 0.023218102819873711 0.020507589654203084 0.021516733433015415 0.020595490242883423 0.020419907365534756 0.023169473136993007 0.019995183586046083 0.024582510735970644 0.020138133342771342 0.020834800810999626 -0.011629731453693977 0.019968933941970256 0.022322670484037476 0.020920305776615123 0.0206970332203192 0.019511910841949111 0.019638779104750509 0.023787087359135723 0.021902221826076922 0.019982886524161535 0.021475720029326933 0.019611051718277029 0.020285656699075991 0.021349568285099291 0.020531254381956111 0.019920976856972833 0.023383274411269719 0.020782107953277763 0.022414287231095884 0.019497578011209743 leaf_weight=73034.673375479877 200.17624604701996 1073.7908244431019 29.838054656982422 308.78903512656689 1511.1893021613359 545.7431448251009 552.83500561118126 592.28361912071705 662.59307682514191 84.80302894115448 2516.8044744580984 2621.5579459965229 610.38214901089668 1203.7637376487255 1782.5098195075989 1339.0685879588127 2715.4998745620251 353.17177553474903 134.11810182034969 1343.7072965055704 726.03925253450871 10128.622802272439 826.26149028539658 257.27662788331509 75.142459392547607 3646.2117901742458 57.975769251585007 83.569579988718033 79.252690032124519 8784.7117116302252 leaf_count=720350 817 4299 120 1237 6049 2226 2212 2455 2652 340 21164 10488 2470 4826 7139 5361 10867 1450 541 5376 2919 40536 3307 1034 301 14587 237 335 321 35164 internal_value=0 0.0200894 0.0198768 0.0228746 0.0204367 0.022136 0.019693 0.0238687 0.0202079 0.0196313 -0.0113063 0.0201255 0.0227224 0.0212279 0.0203825 0.0197486 0.0198141 0.0242854 0.0226902 0.0202142 0.0216131 0.0195708 0.0205667 0.0209382 0.0195661 0.0199417 0.022749 0.0209985 0.0215766 0.0195583 internal_weight=0 42330.9 39328.9 3001.94 9720.91 1722.19 29608 1279.75 7540.47 25912.7 75551.5 3695.35 1156.13 2180.44 5463.67 2076.8 6446.51 945.455 334.294 2854.9 813.853 19466.2 2608.77 566.066 1414.21 3731.01 87.8138 1366.59 162.822 18913.3 internal_count=911180 169666 157436 12230 38943 6967 118493 5263 30185 103706 741514 14787 4696 8758 21871 8314 25794 3905 1358 11425 3276 77912 10446 2271 5662 14927 357 5482 656 75700 is_linear=0 shrinkage=0.01 Tree=53 num_leaves=31 num_cat=0 split_feature=11 10 1 1 1 10 10 2 10 2 10 0 2 0 0 10 10 10 1 2 2 1 5 10 10 1 10 0 10 2 split_gain=262936 102.835 26.4209 23.2929 21.6926 9.75567 7.36223 4.67353 3.68205 3.34583 2.41472 1.96097 1.85075 2.12283 1.62192 1.59282 1.48525 1.43526 1.33299 1.31716 1.05167 1.04113 0.972208 0.969659 0.90114 0.881007 0.874702 0.786475 0.777839 0.767562 threshold=1.0000000180025095e-35 3.2050000000000005 -65.499999999999986 -32.499999999999993 -59.499999999999993 7.0450000000000008 3.2050000000000005 1.0000000180025095e-35 2.3350000000000004 0.76506899055918665 3.7650000000000001 1.0000000180025095e-35 0.93235294117647072 1.0000000180025095e-35 1.0000000180025095e-35 8.8450000000000006 2.5750000000000006 6.1150000000000011 -30.499999999999996 1.0000000180025095e-35 0.49844720496894418 -22.499999999999996 1.5000000000000002 6.5450000000000008 3.4350000000000005 -61.499999999999993 4.495000000000001 1.0000000180025095e-35 6.3250000000000011 1.0000000180025095e-35 decision_type=2 10 8 8 10 10 8 2 10 2 10 2 2 2 2 10 10 10 10 2 2 10 10 10 10 8 10 2 10 2 left_child=24 3 7 6 5 10 16 23 18 11 -4 22 13 25 -10 -7 -2 19 20 -6 27 -19 -9 -3 -1 -12 -15 -5 -24 -8 right_child=1 2 4 8 17 15 29 9 14 -11 12 -13 -14 26 -16 -17 -18 21 -20 -21 -22 -23 28 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011399676893935942 0.020546068544827129 0.021017043907536816 0.020069221590680555 0.019591526013097466 0.021155947969951031 0.019403340008575048 0.019737292434547776 0.022159953722495251 0.019813534965102068 0.020866952367720123 0.021749330579757049 0.021107740153571336 0.019915827357385979 0.019976012622767762 0.019500093675102158 0.020332632376209237 0.021184293807016745 0.020610214137484865 0.020241014748008167 0.021830662844110608 0.019339234589766999 0.023993818222042253 0.021859815561421997 0.020261485795544504 -0.011280501417192994 0.020821812779991161 0.020617343663544733 0.019397758642708603 0.021078455130886926 0.02008598350255375 leaf_weight=6998.8237032443285 779.63426734507084 931.70452424883842 1643.0456790626049 3884.5207460820675 450.88422884047031 1652.6178827434778 922.80960880219936 1002.7531500011683 3901.5882354825735 444.1321884393692 110.72959780693054 320.88578642904758 388.6269895285368 470.40681132674217 2861.8046943545341 207.61439375579357 685.00178793072701 229.862429484725 191.49781326949596 807.51905724406242 11221.88299164176 9.4683961719274503 541.39177130162716 207.72712264955044 67897.653683587909 1362.7180790007114 388.13636121153831 4546.2542665451765 166.61417797207832 1998.3985390663147 leaf_count=65493 3126 3742 6579 15548 1812 6620 3694 4060 15616 1783 447 1290 1556 1884 11459 832 2755 922 767 3261 44949 39 2188 832 676021 5469 1557 18205 670 8004 internal_value=0 0.0198888 0.0207038 0.0195907 0.0203734 0.0201134 0.0202659 0.0214093 0.0194794 0.0216532 0.0203719 0.0218251 0.0205547 0.0206612 0.0196809 0.0195071 0.0208446 0.0214539 0.0194107 0.0215889 0.0194026 0.0207441 0.0219596 0.0208793 -0.0112916 0.0208915 0.020266 0.019487 0.0216759 0.0199758 internal_weight=0 42330.2 11336.8 30993.4 7721.63 6223.9 4385.84 3615.21 26607.5 2475.78 4363.66 2031.64 2720.62 2331.99 6763.39 1860.23 1464.64 1497.73 19844.2 1258.4 19652.7 239.331 1710.76 1139.43 74896.5 1473.45 858.543 8430.78 708.006 2921.21 internal_count=911180 169666 45543 124123 30978 24944 17579 14565 106544 9991 17492 8208 10913 9357 27075 7452 5881 6034 79469 5073 78702 961 6918 4574 741514 5916 3441 33753 2858 11698 is_linear=0 shrinkage=0.01 Tree=54 num_leaves=31 num_cat=0 split_feature=10 6 10 10 10 10 3 6 10 10 10 2 6 2 5 2 10 6 5 10 10 2 3 2 4 10 10 6 2 6 split_gain=116167 4902.79 3584.22 3133.65 3096.39 3033.67 2824.36 1151.89 1138.07 876.919 827.591 727.877 656.536 651.777 604.2 490.816 449.953 323.615 511.095 504.361 303.425 294.677 285.713 280.755 280.341 270.539 485.298 252.788 222.895 221.846 threshold=3.1750000000000003 4.5000000000000009 2.5750000000000006 6.0550000000000006 8.4800000000000022 3.8350000000000004 1.0000000180025095e-35 16.500000000000004 5.4150000000000009 7.0450000000000008 3.5950000000000002 1.0000000180025095e-35 1.5000000000000002 0.34387500000000004 1.5000000000000002 0.62532051282051293 4.5750000000000011 28.500000000000004 5.5000000000000009 7.4250000000000007 2.5750000000000006 0.27293771043771048 0.55594679186228502 0.50144508670520238 28.500000000000004 4.4750000000000005 4.495000000000001 23.500000000000004 0.98936170212765973 24.500000000000004 decision_type=10 2 10 10 10 10 2 2 10 10 10 2 2 2 10 2 10 2 10 10 8 2 2 2 10 10 10 2 2 2 left_child=2 3 7 5 9 22 8 20 -3 15 -8 -7 -4 -11 -6 -5 25 18 27 -20 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1716.2041719034314 656.41576629132032 678.28707954287529 1350.3553786501288 13535.118170425296 2757.6621275767684 991.32185205817223 254.17987787723541 220.55463948845863 551.91213015466928 14353.934232912958 29267.148783624172 128.8528209477663 136.22773844003677 17141.495126344264 1893.0120371058583 1159.4508753046393 957.32771946489811 2519.9059438332915 315.64939427375793 512.79713870584965 592.29910370707512 711.68920961022377 1428.5031329393387 leaf_count=37377 10740 5973 25825 7653 12278 41960 14153 4496 3245 5834 131505 24196 5652 1942 1409 2937 134900 291397 1239 568 72095 10158 9062 7167 17393 1771 4437 4718 5745 13355 internal_value=0 -0.00671744 0.0148754 -0.00370096 0.00395114 -0.00496983 -0.00873701 0.0165987 0.00525327 0.00949595 -0.0091558 -0.00630385 0.00911208 0.0146769 -0.00821384 0.00412818 -0.00722374 -0.00941523 -0.00826295 0.00550575 0.017246 0.0101928 0.0032447 0.00502309 0.00582656 -0.00404024 0.000970965 -0.00849758 -0.00798152 -0.00519844 internal_weight=0 80479.4 36087.2 32274 4590.47 27683.6 48205.4 27780.4 1401.06 3153.23 46804.4 23815.9 8306.8 1604.54 1437.24 1548.69 18651.7 45088.1 15821 265.081 25231 2549.43 3867.65 2708.2 3511.23 3586.11 828.447 15555.9 15065.6 2020.8 internal_count=911180 738184 172996 272031 32053 239978 466153 124126 9218 18366 456935 213009 48870 7776 13687 10590 171049 442782 151385 1807 109472 14654 26969 17907 23045 30404 6208 149578 140645 18073 is_linear=0 shrinkage=0.01 Tree=55 num_leaves=31 num_cat=0 split_feature=11 10 1 1 1 10 6 10 6 10 10 6 10 10 10 6 3 10 10 10 3 10 10 3 6 3 6 1 10 3 split_gain=256128 124.641 28.8683 23.5309 20.8138 12.1625 8.57816 7.30443 6.51753 3.70301 3.14178 2.79644 2.14047 2.0313 1.89584 1.82249 1.75354 1.71868 2.14229 1.71756 1.55958 1.52815 1.24164 1.2333 1.22041 1.0547 0.992411 0.943285 0.885582 0.869419 threshold=1.0000000180025095e-35 3.1750000000000003 -65.499999999999986 -59.499999999999993 -32.499999999999993 7.0450000000000008 12.500000000000002 3.1750000000000003 3.5000000000000004 6.285000000000001 3.7650000000000001 9.5000000000000018 6.0550000000000006 2.3350000000000004 8.8850000000000016 1.5000000000000002 0.23123827392120072 4.495000000000001 4.4750000000000005 6.1150000000000011 0.94469928644240586 2.5750000000000006 3.4350000000000005 0.39415279556124627 38.500000000000007 0.20112359550561798 3.5000000000000004 -30.499999999999996 2.5750000000000006 0.50155279503105599 decision_type=2 10 8 10 8 10 2 8 2 10 10 2 10 10 10 2 2 10 10 10 2 10 10 2 2 2 2 10 10 2 left_child=22 4 6 5 7 10 9 21 13 16 26 -9 17 27 24 19 -3 18 -12 -5 -18 -2 -1 -14 -7 -8 -4 29 -10 -6 right_child=1 2 3 15 8 14 25 11 28 -11 12 -13 23 -15 -16 -17 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011396214256108888 0.02018455779955973 0.020758776497082795 0.019683148013276516 0.021127683679166741 0.018994027769267337 0.019093364830195837 0.021161652088586124 0.019501850344990447 0.019412968269994897 0.020201673747493994 0.020463857596810291 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leaf_count=65493 3126 3320 5250 2830 56727 6983 423 10397 10825 2156 2995 1301 1468 18803 443 2792 4337 4612 912 482 1406 2618 676021 926 26 2987 1969 645 5572 13335 internal_value=0 0.0195897 0.0204763 0.0201369 0.0192573 0.0198709 0.0212139 0.0198982 0.0191518 0.020947 0.0201506 0.0196112 0.0203651 0.0190845 0.0191896 0.0212566 0.021125 0.0205139 0.020205 0.0209389 0.0213374 0.0204832 -0.0112693 0.0198365 0.0191093 0.0220984 0.0198268 0.0190353 0.0195185 0.0190283 internal_weight=0 42298.5 11532.4 7898.13 30766.1 6381.57 3634.22 4351.76 26414.4 2791.83 4523.74 2919.85 2721.12 22319.6 1857.83 1516.56 2253.76 2123.44 974.591 824.307 1426.28 1431.91 73864.4 597.679 1747.37 842.394 1802.62 17627.7 4094.83 17466.7 internal_count=911180 169666 46317 31688 123349 25584 14629 17442 105907 11219 18132 11698 10913 89510 7452 6104 9063 8519 3907 3312 5743 5744 741514 2394 7009 3410 7219 70707 16397 70062 is_linear=0 shrinkage=0.01 Tree=56 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 0 2 2 2 0 0 12 2 2 19 0 0 2 0 2 12 12 2 2 5 2 2 split_gain=251930 228.101 32.1462 19.345 4.37052 3.26761 2.62125 2.55368 2.23551 2.12438 3.66935 1.92867 1.64955 1.63908 1.63623 1.21081 2.19789 1.04915 1.04729 1.01926 0.930781 1.11453 0.858895 0.601224 0.517009 0.512886 0.579063 0.495702 0.487073 0.480763 threshold=1.0000000180025095e-35 0.51461192965507518 0.99473056197166454 0.036334333941340412 0.99999827146530174 0.8784809708595277 0.0006371206545736001 0.068259380757808671 1.0000000180025095e-35 0.49844720496894418 0.091372912801484213 0.49844720496894418 1.0000000180025095e-35 1.0000000180025095e-35 0.18897357583045957 0.50144508670520238 0.66522988505747138 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.98936170212765973 1.0000000180025095e-35 0.49844720496894418 0.0089773964136838514 0.18897357583045957 0.74891304347826104 1.0000000180025095e-35 1.5000000000000002 0.24165739710789766 0.50144508670520238 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 10 2 2 left_child=7 3 5 6 11 19 -2 -1 14 10 -6 12 -4 28 25 -11 -17 29 22 -3 21 23 -7 -8 -10 26 -5 -18 -12 -13 right_child=1 2 4 8 9 18 20 -9 24 15 13 17 -14 -15 -16 16 27 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011244124110097216 0.023689282754092919 0.02062011521317119 0.01960163053117089 0.021482869239332892 0.018972234239098381 0.020183802849323126 0.023332255714505128 -0.011572548397278917 0.02116184648649742 0.018844958731844795 0.019628403386747543 0.018988663113272203 0.019201869012259364 0.019042651341981943 0.021250557092384773 0.0193675397799704 0.018899337505431865 0.020388204120442607 0.019565735547855442 0.020058345715341975 0.021714529999007692 0.02221645833664072 0.019737150522358665 0.022697062608242075 0.020548300406501546 0.021245454569687527 0.022306834232182583 0.019122965297057121 0.019362152727838044 0.019206530266253886 leaf_weight=70771.879769414663 369.13676291704178 927.2623612433672 2634.5567566603422 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42276.4 39253.9 3022.43 35143.8 4110.18 1291.84 73221.4 1730.59 26249.7 12711.2 8894.06 4331.68 5894.46 1178.77 13538.5 7491.14 4562.38 2687.32 1422.86 922.705 834.621 1733.11 596.82 551.822 561.382 483.137 5918.98 4269.39 4494.92 internal_count=911180 169666 157436 12230 140968 16468 5263 741514 6967 105314 50973 35654 17354 23619 4752 54341 30055 18300 10765 5703 3749 3394 6942 2432 2215 2269 1954 23757 17100 18030 is_linear=0 shrinkage=0.01 Tree=57 num_leaves=31 num_cat=0 split_feature=11 10 1 1 1 10 10 10 10 0 10 0 10 0 10 10 10 10 10 10 1 10 1 10 0 10 1 0 10 5 split_gain=247835 111.96 25.6548 20.9091 18.6236 10.989 6.52396 4.28151 2.82488 2.08146 1.93402 2.14975 1.70361 1.44874 1.37848 1.6216 1.35957 1.35739 1.16406 1.14896 1.1039 1.05298 0.924741 0.923449 0.810825 0.714771 0.63534 0.620593 0.617958 0.645478 threshold=1.0000000180025095e-35 3.1750000000000003 -65.499999999999986 -59.499999999999993 -32.499999999999993 7.0450000000000008 3.1750000000000003 2.3350000000000004 3.7650000000000001 1.0000000180025095e-35 6.0550000000000006 1.0000000180025095e-35 8.8850000000000016 1.0000000180025095e-35 9.0500000000000025 6.285000000000001 2.5750000000000006 6.1150000000000011 3.4350000000000005 4.5750000000000011 -30.499999999999996 7.3800000000000008 -22.499999999999996 6.1550000000000011 1.0000000180025095e-35 4.4750000000000005 -65.499999999999986 1.0000000180025095e-35 6.3250000000000011 1.5000000000000002 decision_type=2 10 8 10 8 10 8 10 10 2 10 2 10 2 10 10 10 10 10 10 10 10 10 10 2 10 10 2 10 10 left_child=18 4 9 5 6 8 16 20 24 14 11 26 -7 -9 15 -3 -2 27 -1 25 -6 -11 -19 -12 -4 -13 -10 -5 -17 -30 right_child=1 2 3 17 7 12 -8 13 10 21 23 19 -14 -15 -16 28 -18 22 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.011364992737381228 0.019785019443093979 0.020971882356978336 0.019645822103205521 0.021071946696654718 0.018726930901735057 0.018767272176047872 0.019242742049932253 0.019154654612890735 0.020260756700975859 0.020471296850107578 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227.38445687294006 leaf_count=65493 3126 8183 3906 3584 78702 7009 11698 15344 4500 3139 1301 1063 443 11094 601 359 2618 922 676021 1241 767 462 39 1093 3313 940 775 1559 973 912 internal_value=0 0.0192235 0.0200633 0.0197431 0.0189079 0.0194919 0.0195142 0.0188079 0.0197577 0.0207578 0.019961 0.0201023 0.0188436 0.0190287 0.0208945 0.0208409 0.0200668 0.0207973 -0.0112411 0.0196967 0.0187343 0.0203399 0.0201064 0.0194583 0.0194505 0.0194001 0.0203518 0.0209266 0.0203638 0.020509 internal_weight=0 42246.8 11537.9 7896.77 30708.9 6377.21 4349.06 26359.8 4523.11 3641.1 2721.84 2124.6 1854.1 6588.47 2743.17 2594.33 1432.63 1519.56 72582.9 809.103 19771.4 897.936 239.543 597.238 1801.28 499.53 1315.5 1280.02 559.05 469.502 internal_count=911180 169666 46317 31688 123349 25584 17442 105907 18132 14629 10913 8519 7452 26438 11028 10427 5744 6104 741514 3244 79469 3601 961 2394 7219 2003 5275 5143 2244 1885 is_linear=0 shrinkage=0.01 Tree=58 num_leaves=31 num_cat=0 split_feature=11 10 1 1 1 10 10 10 10 10 10 10 10 10 10 10 10 10 1 10 1 1 10 5 5 10 10 10 10 1 split_gain=243840 105.73 24.1765 19.7077 17.6089 10.3747 6.1571 4.04797 2.66567 1.82465 1.69387 2.32163 1.60959 1.45248 1.81623 1.28145 1.27665 1.12586 1.04372 0.871962 0.867849 0.798 0.554713 0.707791 0.549978 0.817118 0.485234 0.664371 0.484445 1.11789 threshold=1.0000000180025095e-35 3.1750000000000003 -65.499999999999986 -59.499999999999993 -32.499999999999993 7.0450000000000008 3.1750000000000003 2.3350000000000004 3.7650000000000001 6.0550000000000006 9.0500000000000025 6.285000000000001 8.8850000000000016 4.495000000000001 4.4750000000000005 2.5750000000000006 6.1150000000000011 3.4350000000000005 -30.499999999999996 6.1550000000000011 -22.499999999999996 -32.499999999999993 8.3400000000000016 3.5000000000000004 2.5000000000000004 6.3250000000000011 7.0550000000000006 8.0200000000000014 5.3350000000000009 -196.49999999999997 decision_type=2 10 8 10 8 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 left_child=17 4 10 5 6 8 15 18 -4 13 11 28 26 14 -10 -2 -5 -1 -6 -11 -18 -9 23 24 25 -13 -7 -28 -3 -30 right_child=1 2 3 16 7 12 -8 21 9 19 -12 22 -14 -15 -16 -17 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-0.011349608945497809 0.019594048099648799 0.020732895932364725 0.019268848158232488 0.02070151031382202 0.018565091796628654 0.018421629842996969 0.01906701587087082 0.018847227084144266 0.019855993955575069 0.018925673252280992 0.021572157606562267 0.019355722505736916 0.019849093906945583 0.020142752352008072 0.018834669964076827 0.020194588343366852 0.019783242388337771 -0.011214426338670294 0.019307421208905617 0.019692959995431952 0.022854451527385564 0.019919919882141101 0.0194291008295982 0.021879132079320789 0.019461022231296195 0.020424678369913938 0.019854611890459724 0.018693148231762199 0.020953403422268594 0.020247754612702319 leaf_weight=6804.39754293859 779.72796727716923 1682.1169928610325 1800.0810238271952 1280.9881112426519 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30672.4 6373.21 4346.41 26326 4521.44 2721.36 3643.24 3491.43 1851.77 2124.51 974.242 1432.52 1520.52 71948.9 19744.6 596.848 239.534 6581.42 743.083 603.489 581.243 460.452 1741.27 949.647 2748.35 1066.23 internal_count=911180 169666 46317 31688 123349 25584 17442 105907 18132 10913 14629 14017 7452 8519 3907 5744 6104 741514 79469 2394 961 26438 2981 2421 2331 1847 7009 3819 11036 4279 is_linear=0 shrinkage=0.01 Tree=59 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 12 1 1 12 1 1 1 0 3 3 5 5 12 1 1 12 3 5 3 0 3 12 5 1 0 split_gain=203613 3449.1 2436.57 376.176 294.791 254.208 173.959 152.2 150.481 109.882 98.7863 57.6489 55.9133 55.2203 53.4429 47.4378 45.913 42.8479 42.3529 37.4868 34.8021 32.6831 29.9271 26.9337 27.0101 26.8378 24.6422 24.5664 23.0454 21.7046 threshold=0.18897357583045957 0.0070173616986721008 0.8784809708595277 0.00048551171494175006 0.036334333941340412 0.51461192965507518 -112.49999999999999 -371.49999999999994 0.99473056197166454 -122.49999999999999 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124.50031457096338 leaf_count=590450 1383 3971 7608 24862 1774 2349 1926 4302 142020 1482 4332 11112 1147 1815 2038 1599 1706 61273 5770 3949 12921 788 1630 5487 919 1645 2972 245 6991 714 internal_value=0 -0.0102314 0.0175601 -0.0107951 -0.0017152 0.00957016 0.000931016 0.00664446 0.0182924 -0.00421272 0.0120553 -0.00818648 0.00891854 0.00244016 -0.00160317 0.00410058 0.00889884 -0.0110091 -0.00269394 0.0161368 -0.00713188 -0.00188781 0.0137212 -0.00248132 -0.00335209 0.0147846 0.00527541 0.00676203 -0.00627237 0.00508358 internal_weight=0 71840.8 41643.4 67380.4 4460.46 3496.28 2165.76 1605.81 38147.1 2294.7 1890.47 5108.77 655.743 560.501 1203.51 962.249 1045.31 62271.6 949.189 2985.07 2572.91 1077.94 1234.73 965.738 759.304 1215.39 751.774 424.317 1216.77 327.92 internal_count=911180 736335 174845 700618 35717 19623 16079 9920 155222 19638 9703 48895 3741 3912 9582 6497 6008 651723 7808 13202 24033 8676 5962 7888 6406 5594 4898 2594 10962 2097 is_linear=0 shrinkage=0.01 Tree=60 num_leaves=31 num_cat=0 split_feature=12 12 12 10 1 10 1 12 10 12 10 12 12 10 2 10 2 1 10 1 10 1 1 2 1 12 12 12 10 2 split_gain=200289 3440.94 2414.04 698.359 436.718 402.21 781.683 378.842 226.929 206.898 177.158 152.093 125.578 111.711 89.6755 78.0172 64.2272 52.9759 48.8403 177.346 159.721 47.4487 45.8986 40.4006 38.645 38.5725 37.3035 33.517 32.645 30.2181 threshold=0.18897357583045957 0.0070173616986721008 0.8784809708595277 2.7350000000000008 -380.49999999999994 2.6750000000000003 -371.49999999999994 0.00042608799412840006 3.9350000000000005 0.068259380757808671 inf 0.98755538463592529 0.51461192965507518 3.2650000000000001 0.034723896792862259 1.3750000000000002 0.05298245614035086 -356.49999999999994 2.6250000000000004 -4.4999999999999991 3.9350000000000005 -63.499999999999993 -9.4999999999999982 0.034723896792862259 -62.499999999999993 3.4846319977077662e-05 0.0013712961226701001 0.65440738201141369 2.6750000000000003 0.051836094939543158 decision_type=2 2 2 10 10 10 10 2 10 2 8 2 2 10 2 10 2 10 10 8 10 8 8 2 8 2 2 2 10 2 left_child=1 7 5 15 13 -2 8 25 27 14 22 18 16 -5 -6 17 -8 -3 -4 -20 -21 -12 26 -11 -23 -1 -9 -7 -24 -14 right_child=2 3 11 4 9 6 12 10 -10 23 21 -13 29 -15 -16 -17 -18 -19 19 20 -22 24 28 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011095286537955544 0.015310026061959284 0.014566401275724171 0.017661334030653574 -0.00032884798330695442 0.0015954583509757243 0.0030245004673588117 0.01212157911335714 -0.0091560178296499189 -0.0059548250798445203 0.0075509410894327132 -0.0039734898958141149 0.01828926945471528 0.015549680903377673 -0.0094346024431341356 -0.0039634840390920748 0.003289068041449406 0.0062661376005633072 0.0073452793062920713 0.016450544497026983 0.014135080860503373 0.00032979875764996893 0.019030178373650369 -0.0033245385355945671 0.0021107682023738246 0.0018234081101887879 -0.010334418928775388 -0.0071498506444450938 0.010333133959889411 -0.010614164946379243 0.011944045299001255 leaf_weight=53821.96201068908 879.43855070322752 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0.51461192965507518 -112.49999999999999 0.99473056197166454 -371.49999999999994 -122.49999999999999 -371.49999999999994 1.5000000000000002 3.5000000000000004 3.5000000000000004 49.500000000000007 -89.499999999999986 0.52655075187969935 0.94754041967664271 3.5000000000000004 0.51530771633864425 -367.49999999999994 -8.4999999999999982 3.5000000000000004 0.0011766494717448501 0.51530771633864425 0.068259380757808671 3.5000000000000004 101.50000000000001 2.9517374969145752e-05 35.500000000000007 decision_type=2 2 2 2 2 2 10 2 10 10 10 2 2 2 2 10 2 2 2 2 10 8 2 2 2 2 2 2 2 2 left_child=1 4 5 9 28 8 11 21 12 26 13 19 16 24 -10 -6 -2 18 -11 -5 -21 -4 -23 -17 -7 -8 -3 -12 -1 -27 right_child=2 3 7 6 15 10 25 -9 14 17 27 -13 -14 -15 -16 23 -18 -19 -20 20 -22 22 -24 -25 -26 29 -28 -29 -30 -31 leaf_value=-0.01108543233129022 0.0073460928737194885 -0.005246677536918154 0.016711355312504804 0.0032470127590358529 -0.0095886177232741079 0.012481349957896317 0.0016621580859803137 0.018162907235025668 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27046 2484 6497 14485 5962 635547 3848 is_linear=0 shrinkage=0.01 Tree=62 num_leaves=31 num_cat=0 split_feature=11 6 2 3 29 19 2 5 3 6 3 29 2 19 3 6 0 3 2 29 5 2 2 6 6 3 5 2 0 5 split_gain=230057 40.0784 11.1576 5.18237 3.99559 2.8896 2.55127 2.22301 2.07701 3.30121 1.98469 1.73393 1.56022 1.51229 1.49625 1.44129 1.16014 2.4228 2.96082 1.11924 1.10938 0.986466 0.978911 0.922216 0.849214 0.848516 0.780154 0.769143 0.636562 0.599211 threshold=1.0000000180025095e-35 4.5000000000000009 0.98936170212765973 0.51234756097560985 1.0000000180025095e-35 1.0000000180025095e-35 0.12062851552946931 1.5000000000000002 0.49341991341991348 1.5000000000000002 0.33477011494252878 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.95030864197530873 9.5000000000000018 1.0000000180025095e-35 0.90501253132832093 0.087337909992372217 1.0000000180025095e-35 1.5000000000000002 0.74891304347826104 0.75110619469026563 1.0000000180025095e-35 4.5000000000000009 0.32515060240963861 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458.79756655544043 1915.1310647502542 351.25571808218956 461.81594235450029 2557.6272341310978 7462.0783487483859 158.77626425772905 1009.9434578791261 3790.0222704410553 307.90763726830482 339.53240101784468 leaf_count=18032 9435 81387 9873 12339 8444 9046 9494 2643 15946 93502 3878 287362 2441 2041 171 3842 2900 176432 21895 4560 19033 1632 3428 22648 34603 743 11006 39135 1529 1760 internal_value=0 0.0137329 -0.00659979 0.00450911 -0.00365687 0.00375238 -0.00491791 0.0119006 0.00284603 -0.00859071 -0.00193375 -0.00883757 -0.00716396 0.00733667 -0.00431191 0.0109912 0.0164911 -0.00612566 -0.00316606 -0.0078047 -0.00597607 0.00294081 0.000902817 -0.00166148 0.0166698 0.000743628 -0.00994381 -0.00717731 -0.0044683 0.00615711 internal_weight=0 35829.1 75117.7 8247.79 30311.7 4408.65 25903.1 2192.91 3487.02 44805.9 1602.15 43203.8 16380.1 693.162 2215.74 4022.37 27581.3 22416.1 4180.98 15686.9 6823.11 810.053 1906.45 4225.41 27142.4 1167.62 1048.12 6013.06 2223.04 801.348 internal_count=911180 175751 735429 56861 270443 32053 238390 11689 25381 464986 13751 451235 163873 4482 20364 21874 118890 213009 36577 159391 65889 6192 14682 34987 115990 9187 11177 59697 20562 5188 is_linear=0 shrinkage=0.01 Tree=64 num_leaves=31 num_cat=0 split_feature=11 10 10 6 10 6 10 10 6 0 10 10 3 3 6 10 10 3 6 10 10 6 3 0 3 6 6 6 10 10 split_gain=224312 125.448 22.6618 16.0992 13.1207 9.48461 5.00985 4.83397 4.28518 4.24824 4.17164 3.4537 1.93429 1.62232 1.78219 1.39185 1.37578 1.23456 1.22597 1.18713 1.76601 0.942742 0.923241 1.11877 0.899103 0.820978 0.792913 0.695172 0.680286 0.624204 threshold=1.0000000180025095e-35 3.2050000000000005 6.1150000000000011 30.500000000000004 4.5750000000000011 7.5000000000000009 2.5450000000000004 8.8850000000000016 30.500000000000004 1.0000000180025095e-35 7.0450000000000008 3.7350000000000008 0.37341365461847392 1.0000000180025095e-35 23.500000000000004 3.4350000000000005 9.1600000000000019 0.50155279503105599 1.5000000000000002 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internal_count=911180 169666 157436 12230 38943 6967 5263 30185 118493 741514 99678 4696 8758 3699 21871 8314 1564 18815 15454 6938 95785 2226 720350 7966 2470 74814 3893 2271 934 3276 is_linear=0 shrinkage=0.01 Tree=68 num_leaves=31 num_cat=0 split_feature=12 12 12 10 10 12 12 2 12 10 12 2 12 10 10 10 10 2 10 12 10 10 5 10 12 10 10 12 5 12 split_gain=177621 2748.35 2636.75 542.511 395.704 272.927 234.593 179.514 146.4 139.268 122.749 86.2986 74.0205 70.3559 50.0735 44.5451 55.1128 37.8761 32.5186 27.6936 27.4886 31.0817 29.5873 27.1114 25.4791 24.7421 24.0794 23.8045 22.977 22.8042 threshold=0.13270235061645502 0.78322452306747448 0.0043998162727802515 2.6750000000000003 2.6750000000000003 0.00025326936156485003 0.98755538463592529 0.040202020202020204 0.026551560498774003 inf 0.3781151175498963 0.034723896792862259 0.036334333941340412 2.6250000000000004 5.6250000000000009 5.6250000000000009 3.3550000000000004 0.051836094939543158 2.6750000000000003 0.51461192965507518 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517.265 411.055 404.168 340.015 1178.77 281.596 279.933 267.864 229.039 218.079 424.979 206.772 263.387 203.934 401.528 177.131 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.25108695652173912 0.091372912801484213 0.90943267259056748 0.012270400481782552 -90.499999999999986 -9.4999999999999982 0.33248299319727892 0.51234756097560985 0.50144508670520238 0.33477011494252878 1.0000000180025095e-35 -147.49999999999997 -65.499999999999986 0.75110619469026563 0.98936170212765973 0.33218390804597703 0.5265987549518959 1.0000000180025095e-35 -28.499999999999996 -144.49999999999997 -189.49999999999997 -144.49999999999997 -124.49999999999999 -31.499999999999996 -37.499999999999993 0.98936170212765973 decision_type=8 2 2 2 2 2 2 2 10 10 2 2 2 2 2 10 10 2 2 2 2 2 10 10 10 10 10 10 10 2 left_child=1 8 4 5 17 6 16 23 15 25 -6 12 -12 -14 -13 -1 -3 -2 -19 -4 -21 22 -10 24 -8 -5 -27 28 -23 -22 right_child=2 3 19 9 10 -7 7 -9 21 -11 11 14 13 -15 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12564.9 2474.87 871.757 5591.75 2090.31 14739.3 8941.98 5994.11 3090.2 2569.27 1099.47 5828.01 4435.89 2903.91 2302.32 2639.69 internal_count=911180 648349 262831 585410 187056 532213 62988 58747 62939 53197 156816 149937 53788 35299 96149 22230 4241 30240 13007 75775 43657 40709 19361 21460 10238 47002 34503 21348 17642 14600 is_linear=0 shrinkage=0.01 Tree=70 num_leaves=31 num_cat=0 split_feature=12 12 12 12 1 12 12 1 12 1 0 2 1 12 2 1 2 3 0 12 2 12 12 3 3 3 0 12 12 2 split_gain=173741 2695.02 2631.67 275.192 241.984 240.902 230.387 145.046 101.272 97.2134 89.1311 77.1564 63.0308 61.7843 50.4875 45.7756 45.3465 44.3293 34.3185 33.8271 31.5765 29.7293 24.0203 23.3251 22.5218 20.5683 19.5204 18.9502 18.0605 16.9526 threshold=0.13270235061645502 0.78322452306747448 0.0043998162727802515 0.00025326936156485003 -371.49999999999994 0.026551560498774003 0.98755538463592529 -380.49999999999994 0.3781151175498963 -364.49999999999994 1.0000000180025095e-35 0.034723896792862259 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7484 31260 1446 3084 9884 1983 1820 2666 1211 4962 7754 1356 10635 16581 4494 3197 1893 10465 4197 2952 71467 2630 1413 1381 1654 738 135468 572 internal_value=0 0.016045 -0.0101479 -0.0106926 0.00733014 -0.00278187 0.0167946 -0.000230974 0.00931267 -0.00487293 0.00359454 0.00173955 0.0140471 0.00176825 -0.00356152 -0.00857484 0.00691611 -0.00384905 0.0121449 -0.00762163 0.0112923 0.000384069 -0.0109054 -0.00114053 0.0107237 0.00443805 -0.00440555 0.00790266 0.0170153 -0.00489311 internal_weight=0 41253.8 65583.7 61067.4 3267.43 4516.29 37986.4 2034.45 2134.58 2481.84 1132.85 1317.11 2824.98 795.586 1724.63 5575.59 965.611 717.341 1077.54 2646.59 1168.97 1002.64 55491.8 380.752 659.369 414.833 1387.09 337.263 35161.4 1186.64 internal_count=911180 178138 733042 693853 19698 39189 158440 16178 11957 23011 7741 9897 13088 5792 15527 58306 5940 6281 5334 27046 6017 7914 635547 3055 3441 2737 12861 1949 145352 11207 is_linear=0 shrinkage=0.01 Tree=71 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 1 12 1 6 12 1 3 1 6 6 6 1 3 6 3 6 6 12 12 12 12 3 12 1 6 split_gain=171071 2673.61 2629.52 277.536 237.329 236.311 232.822 142.393 118.082 99.2928 96.415 73.8429 61.9762 55.6404 51.031 46.5306 45.8731 45.472 42.2478 41.3395 41.4466 34.9845 33.7915 31.6588 31.5368 26.9468 24.7219 24.3258 23.3346 20.1561 threshold=0.13270235061645502 0.78322452306747448 0.0043998162727802515 0.00025326936156485003 0.026551560498774003 -371.49999999999994 0.98755538463592529 -380.49999999999994 3.5000000000000004 0.3781151175498963 -364.49999999999994 0.50155279503105599 -364.49999999999994 3.5000000000000004 3.5000000000000004 31.500000000000004 -89.499999999999986 0.51530771633864425 1.5000000000000002 0.94754041967664271 3.5000000000000004 61.500000000000007 0.0011766494717448501 0.068259380757808671 0.3781151175498963 0.51461192965507518 0.97385509227614497 2.9517374969145752e-05 -76.499999999999986 7.5000000000000009 decision_type=2 2 2 2 2 10 2 10 2 2 10 2 10 2 2 2 10 2 2 2 2 2 2 2 2 2 2 2 10 2 left_child=2 5 3 27 10 8 12 14 11 18 -4 25 13 -3 17 23 -5 -6 -7 20 -12 -11 -18 -9 -10 -2 -17 -1 -20 -24 right_child=1 6 4 16 7 9 -8 15 24 21 19 -13 -14 -15 -16 26 22 -19 28 -21 -22 -23 29 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010968246436773828 0.0060796529440060379 0.013271321867500423 -0.0078245589159462153 -0.0094094802161450095 0.00094037556362303563 0.0088825812442996904 0.016892788384641661 0.0012239056964390615 -0.0038882230801431088 0.011787345792111006 -0.0023607626089373009 0.0011688436940380056 0.015071782059078935 0.007888279634709932 -0.0070392898826240292 -0.0026016185399265045 -0.0085228604447375022 -0.0058191912539286225 0.0023152667461813362 0.0013321460756226045 -0.0056193893080532208 0.0063702678070129727 -0.0049518609578897196 0.0047898226949732526 0.0018924851838367633 0.010719903746343165 0.0079379926708273048 -0.010311993078538974 0.0067645257367806568 -0.0077105226033611128 leaf_weight=48616.078102678061 313.87945150583982 827.61253586411476 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Tree=73 num_leaves=31 num_cat=0 split_feature=12 12 12 10 10 1 1 12 12 10 12 10 12 10 10 1 10 12 5 10 5 1 1 5 1 10 12 1 10 10 split_gain=165999 2608.2 2602.2 520.81 377.782 650.449 354.87 278.675 231.553 172.908 165.673 138.911 92.684 85.8782 70.4947 245.627 192.788 68.8207 55.5384 34.2312 34.0609 33.4252 33.3841 32.3665 32.3053 30.9323 28.5023 27.1118 25.885 25.6612 threshold=0.13270235061645502 0.0043998162727802515 0.78322452306747448 2.6750000000000003 2.6750000000000003 -371.49999999999994 -390.49999999999994 0.00025326936156485003 0.98755538463592529 3.7050000000000005 0.026551560498774003 inf 0.3781151175498963 3.1750000000000003 2.6250000000000004 -2.4999999999999996 3.9950000000000006 0.036334333941340412 1.5000000000000002 5.6250000000000009 1.5000000000000002 -63.499999999999993 -375.49999999999994 1.5000000000000002 -62.499999999999993 2.6750000000000003 0.0013712961226701001 -64.499999999999986 1.3750000000000002 5.7950000000000008 decision_type=2 2 2 10 10 10 10 2 2 10 2 8 2 10 10 8 10 2 10 10 10 8 10 10 8 8 2 8 10 10 left_child=1 7 4 17 -2 9 13 -1 14 -6 19 22 23 -5 -4 -16 -17 25 -12 -8 -14 -13 -9 -7 -23 -3 -24 -27 -19 -11 right_child=2 3 8 6 5 12 10 11 -10 29 18 21 20 -15 15 16 -18 28 -20 -21 -22 24 26 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.010866789899531739 0.013243718534070787 -0.00034124837172297569 0.015968295187972749 -0.00079020067764951063 0.0044266403906184845 0.0071515505585505734 -0.0049725766737766719 -0.010227582202758451 0.016658209770017415 -0.0068557032462932353 0.0022848792462977548 -0.0045286693003984491 0.011630638323559563 -0.0095999221573454738 0.014570181491420333 0.01193103842052297 -0.0012984443509722013 0.011438033533176246 -0.002501225125289937 -0.00096596103384743548 0.0074092909987005231 0.017425869031971287 -0.0090406040138745845 0.0026703796309208556 0.00039009024180337881 0.0016744761578980736 -0.0072165045656551723 0.0091230289105622975 0.0051394129323538394 0.0032783341350608947 leaf_weight=54042.137094862759 770.58738908916712 178.75092708319426 908.98817774653435 123.49735748022795 218.67808277904987 593.98485723137856 1235.4190411269665 1370.8432380333543 34850.004749827087 454.41388127207756 778.16231685876846 199.54075572639704 715.5873499289155 1063.8099187687039 1459.4781178161502 249.76930034905672 197.05808366835117 182.93575215339661 352.18442958593369 257.72313144803047 260.80501928925514 12.479831151664257 2460.5700330361724 221.20537535846233 103.02231897413731 97.320718161761761 1314.0895087793469 98.149965673685074 101.41900040954351 26.440737172961235 leaf_count=635547 3567 1368 3851 936 1373 3622 11810 14952 145352 4244 5807 1744 3623 11220 6567 1197 1473 913 3047 2247 1513 54 27130 1563 780 671 13646 543 627 193 internal_value=0 -0.0100959 0.0156933 -0.00272837 0.00712467 0.00523183 -0.00414746 -0.0106493 0.0164354 -0.00294573 -0.00209456 -0.00849633 0.0084248 -0.00868358 0.0136767 0.012584 0.00609662 0.00548311 0.000793663 -0.00428102 0.0105031 -0.0020505 -0.00889098 0.00593557 0.00223078 0.00266523 -0.00840557 0.00541455 0.00919154 -0.00629846 internal_weight=0 63972.1 40927 4469.37 3261.7 2491.12 3810.8 59502.7 37665.3 699.533 2623.49 5460.55 1791.58 1187.31 2815.29 1906.31 446.827 658.576 1130.35 1493.14 976.392 315.043 5145.5 815.19 115.502 374.222 3774.66 195.471 284.355 480.855 internal_count=911180 733042 178138 39189 19698 16131 35067 693853 158440 5810 22911 58306 10321 12156 13088 9237 2670 4122 8854 14057 5136 2578 55728 5185 834 2582 40776 1214 1540 4437 is_linear=0 shrinkage=0.01 Tree=74 num_leaves=31 num_cat=0 split_feature=1 3 3 2 2 2 5 1 5 5 1 1 2 2 1 3 2 5 2 5 3 5 5 5 1 3 5 2 2 5 split_gain=43338.6 6562.27 3217.38 1771.95 1659.83 1846.06 1545.08 965.744 817.634 629.437 454.225 1544.62 2160.81 423.292 387.158 362.247 400.444 349.906 331.963 326.383 321.786 311.016 272.836 239.572 226.771 196.277 340.915 191.474 170.949 205.549 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.50155279503105599 1.0000000180025095e-35 0.50144508670520238 0.74891304347826104 1.5000000000000002 -90.499999999999986 2.5000000000000004 2.5000000000000004 -65.499999999999986 -64.499999999999986 0.12560679611650488 1.0000000180025095e-35 -147.49999999999997 0.33248299319727892 0.65858556175923211 2.5000000000000004 0.71068484464172488 2.5000000000000004 0.75937646507266776 3.5000000000000004 1.5000000000000002 5.5000000000000009 -49.499999999999993 0.4663841807909605 2.5000000000000004 1.0000000180025095e-35 0.35310102301790286 2.5000000000000004 decision_type=8 2 2 2 2 2 10 10 10 10 10 10 2 2 10 2 2 10 2 10 2 10 8 10 10 2 10 2 2 10 left_child=1 7 4 19 25 8 27 14 15 10 18 12 -12 -8 -1 -6 -17 -7 -5 22 -13 28 -3 -9 -25 -2 -27 -4 29 -15 right_child=2 3 6 9 5 17 13 23 -10 -11 11 20 -14 21 -16 16 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=0.0012697261513733133 0.011037269139793186 0.00066471607162022742 0.0095873433319826964 -0.0075454176830817513 -0.0022599033797583916 0.011545354691026704 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513.64701896905899 69.617457292973995 7973.2894674688578 121.65416547656059 9381.0488925650716 1047.1296457797289 592.44387682527304 leaf_count=10901 30604 15779 8649 255168 6000 33840 2262 37597 6913 119453 3671 116775 9299 11196 11329 25196 7639 1720 20166 4910 36507 8848 3682 2445 667 38566 1138 65991 10125 4144 internal_value=0 -0.00523466 0.00795823 -0.00648847 0.0100741 0.00743301 0.00425861 0.00305118 0.0034345 -0.00691566 -0.00636554 -0.00506141 0.00392897 -0.000970585 -0.00228279 0.00472485 0.00569592 0.0111389 -0.00720371 0.00107189 -0.00611817 -0.00199438 0.00252243 0.00523203 0.0113155 0.0124776 0.0134731 0.00623446 -0.00045526 0.00136961 internal_weight=0 63166.1 41101.8 54864.1 26147.7 12458.2 14954.1 8302.05 5992.53 51929.8 41554.6 16258.1 1710.02 4100.89 2409.31 5340.79 4688.91 6465.7 25296.5 2934.25 14548 3722.85 2467.49 5892.74 583.264 13689.5 8094.94 10853.2 2900.42 1853.29 internal_count=911180 648349 262831 585410 151616 81308 111215 62939 45748 561039 441586 166252 12970 36575 22230 38835 32835 35560 275334 24371 153282 34313 19461 40709 3112 70308 39704 74640 25465 15340 is_linear=0 shrinkage=0.01 Tree=75 num_leaves=31 num_cat=0 split_feature=11 1 3 5 3 0 3 0 3 2 1 2 5 0 1 1 3 3 1 2 3 29 1 1 1 1 3 1 3 2 split_gain=195120 118.066 16.1995 13.6862 13.9776 8.36701 8.01683 7.69016 3.82354 3.77612 3.7084 2.06874 1.84089 1.80496 1.63493 1.46233 1.38712 3.20111 1.37671 1.10079 1.05888 0.956792 0.926326 0.921689 0.841501 1.06304 0.83002 0.802868 0.629014 0.654031 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.091229193341869366 1.5000000000000002 0.90501253132832093 1.0000000180025095e-35 0.50155279503105599 1.0000000180025095e-35 0.90943267259056748 1.0000000180025095e-35 -67.499999999999986 0.77442071785552036 5.5000000000000009 1.0000000180025095e-35 -73.499999999999986 -31.499999999999996 0.49341991341991348 0.33477011494252878 -30.499999999999996 1.0000000180025095e-35 0.55022935779816529 1.0000000180025095e-35 -60.499999999999993 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0.0169033 0.0189195 0.0171871 0.0165316 0.0165941 0.016783 0.0174008 0.0184405 0.0179326 0.0173501 0.018207 0.0177861 0.017292 -0.011048 0.0191784 0.016987 0.0170273 internal_weight=0 40835.3 12711.4 8536.48 3732.69 4803.79 28123.9 2424.17 1308.52 3297.4 4174.96 2743.47 2678.92 8178.48 2520.23 2219.41 19945.4 12761.6 637.991 547.462 1626.25 553.931 1581.42 884.951 1506.38 280.493 63158.6 1239.25 6210.28 5349.88 internal_count=911180 169666 52142 34916 15366 19550 117524 9902 5464 13381 17226 11119 11101 33936 10209 9172 83588 53387 2658 2254 6613 2262 6514 3603 6169 1158 741514 5012 25713 22128 is_linear=0 shrinkage=0.01 Tree=76 num_leaves=31 num_cat=0 split_feature=12 12 12 12 1 12 12 1 6 1 12 3 1 5 6 1 6 5 3 6 5 12 5 12 6 3 6 12 12 12 split_gain=160131 2588.67 2504.18 280.5 224.745 224.611 223.735 138.166 109.271 96.3003 91.411 67.4921 60.251 59.0687 51.9989 48.9458 48.3519 43.3823 42.5553 39.1566 36.5359 35.3828 33.5242 29.8549 27.6125 26.5235 30.5063 25.4031 21.6871 20.2812 threshold=0.13270235061645502 0.0043998162727802515 0.78322452306747448 0.00022280584380490002 -371.49999999999994 0.026551560498774003 0.98755538463592529 -380.49999999999994 3.5000000000000004 -390.49999999999994 0.3781151175498963 0.50155279503105599 -364.49999999999994 1.5000000000000002 3.5000000000000004 -89.499999999999986 3.5000000000000004 1.5000000000000002 0.51530771633864425 79.500000000000014 1.5000000000000002 0.0011766494717448501 1.5000000000000002 0.3781151175498963 35.500000000000007 0.96999699969997011 31.500000000000004 0.51461192965507518 2.9517374969145752e-05 0.068259380757808671 decision_type=2 2 2 2 10 2 2 10 2 10 2 2 10 10 2 10 2 10 2 2 10 2 10 2 2 2 2 2 2 2 left_child=1 3 4 28 8 9 12 16 11 -3 19 27 14 24 -4 -5 18 25 -7 20 -6 -17 -12 -10 29 26 -11 -2 -1 -9 right_child=2 5 6 15 10 7 -8 13 23 17 22 -13 -14 -15 -16 21 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010915567863632743 0.0057950436274813756 -0.0078338654109920639 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156.22439856082201 113.25018092989922 205.28638672828674 1038.6212595924735 290.20044630765915 185.97237095981836 176.23076123744249 110.85530716925859 276.02313430607319 206.34576319903135 5856.5934860780835 324.92957958579063 leaf_count=564080 1920 7213 3885 33101 3691 1961 145352 3135 1673 6805 4361 1709 7754 3212 1449 18215 2851 5382 1469 858 1391 10465 1656 1364 1463 843 2768 1075 67992 2087 internal_value=0 -0.0100556 0.0154336 -0.0106157 0.00701212 -0.00268277 0.0161657 -0.000207814 0.00339046 -0.00473325 0.00892239 0.00559154 0.0134484 0.00171959 0.0115788 -0.00850375 -0.0037824 -0.00345014 -0.00161476 0.00664058 0.00737776 -0.00752852 0.010806 -0.00103506 0.00307993 -0.00236617 -0.00285342 0.00759793 -0.0108437 0.0039179 internal_weight=0 62687.7 40615.9 58261.7 3248.54 4425.97 37367.4 2005.41 1121.78 2420.55 2126.76 749.168 2802.78 1302.9 1067.34 5676.03 702.516 1712.06 417.499 961.737 848.487 2699.14 1165.02 372.608 925.236 1169.68 1058.82 517.794 52585.7 749.005 internal_count=911180 733042 178138 693853 19698 39189 158440 16178 7741 23011 11957 4704 13088 9897 5334 61781 6281 15798 3430 5940 5082 28680 6017 3037 6685 10416 9573 2995 632072 5222 is_linear=0 shrinkage=0.01 Tree=77 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 1 2 10 1 1 10 1 6 2 1 1 10 10 1 10 6 5 10 2 10 2 1 6 10 6 split_gain=82279 7892.84 3497.92 2916.94 2605.61 2314.27 1901.47 1298.72 1248.6 914.276 821.79 692.066 552.876 533.864 587.623 507.993 461.579 405.081 429.902 392.28 343.327 399.731 351.765 322.811 270.878 267.873 228.21 407.153 321.774 552.522 threshold=3.3250000000000006 -32.499999999999993 4.5000000000000009 3.2950000000000004 6.0550000000000006 -90.499999999999986 0.98936170212765973 4.5750000000000011 -1.0000000180025095e-35 -45.499999999999993 5.4150000000000009 -192.49999999999997 30.500000000000004 1.0000000180025095e-35 -37.499999999999993 -30.499999999999996 2.6750000000000003 3.5950000000000002 -12.499999999999998 2.3350000000000004 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4.72829 3.61211 3.4655 3.05596 2.09321 2.04584 1.49838 1.31364 1.22491 1.20227 1.12991 1.81581 1.11255 1.0946 1.08272 1.02986 0.979404 0.935317 0.926918 0.910452 0.863547 threshold=1.0000000180025095e-35 1.0000000180025095e-35 30.500000000000004 1.0000000180025095e-35 7.5000000000000009 0.091229193341869366 1.5000000000000002 0.90501253132832093 1.0000000180025095e-35 1.0000000180025095e-35 0.50155279503105599 29.500000000000004 0.087337909992372217 0.028778467908902653 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 0.49341991341991348 0.33477011494252878 4.5000000000000009 1.0000000180025095e-35 1.5000000000000002 0.7576941287878789 0.93235294117647072 1.0000000180025095e-35 0.77442071785552036 0.040202020202020204 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 10 2 10 2 2 2 2 2 2 2 2 2 2 2 left_child=21 3 5 4 10 11 8 9 14 -8 19 15 23 -5 27 -3 -6 26 24 20 29 -1 -10 -9 -4 -17 -12 28 -7 -2 right_child=1 2 18 13 16 6 7 12 22 -11 17 -13 -14 -15 -16 25 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011075585196954349 0.016239029326607847 0.016987747570848234 0.018633135055405269 0.017362304288468071 0.016883160622527565 0.017531536659542286 0.017935019880896838 0.01685489648623615 0.017177350057473114 0.016936876228457604 0.016598853472755918 0.016092986129378338 0.016016919731250089 0.01871189795222631 0.018649977843514944 0.018031577201082668 0.017926730332619521 0.016287595432030625 0.020031183921015234 0.01612662119480469 0.016652035165430033 -0.010987930145742135 0.017743129457480748 0.018277023321174694 0.019325175900461736 0.017162141959959729 0.018422155278685588 0.017069377799406756 0.018302218258074768 0.017649222912466931 leaf_weight=23186.980522014201 10510.65966835618 2924.4799884557724 841.51551578938961 190.65812368690968 3876.2114822119474 204.94399365782738 1254.9859805107117 428.47909773886204 664.30279526114464 763.20660091936588 3931.6078377813101 400.56931693851948 749.99458764493465 289.31181210279465 1023.9969335496426 244.16435168683529 124.49852393567562 1649.8926240801811 86.80745430290699 6991.4357925057411 1222.0209993720055 38560.280603520572 704.68966446816921 61.178815796971321 288.84815998375416 276.04970055818558 28.337441474199295 96.086467862129211 608.16084523499012 43.604033127427101 leaf_count=268033 44511 12154 3421 787 16124 843 5136 1784 2752 3171 16465 1704 3198 1175 4160 996 510 6973 351 29716 5112 473481 2892 249 1169 1144 115 397 2479 178 internal_value=0 0.0167249 0.0175033 0.0164114 0.0163815 0.0173402 0.0175553 0.017124 0.0179808 0.0175576 0.0162939 0.0169733 0.0164181 0.0181758 0.0183434 0.0170757 0.0169156 0.0165165 0.0188971 0.0162273 0.0162871 -0.0110208 0.0174686 0.0170326 0.01881 0.0175702 0.0166119 0.0179982 0.018108 0.0162449 internal_weight=0 40480.7 11622.5 28858.2 28378.3 10405.3 6560.03 3257.85 3302.18 2018.19 24377.6 3845.26 1239.65 479.97 1933.19 3444.69 4000.71 5609.84 1217.17 18767.7 11776.3 61747.3 1368.99 489.658 1130.36 520.214 3959.95 909.191 813.105 10554.3 internal_count=911180 169666 48000 121666 119704 43059 27061 13538 13523 8307 103070 15998 5231 1962 7879 14294 16634 23553 4941 79517 49801 741514 5644 2033 4590 2140 16580 3719 3322 44689 is_linear=0 shrinkage=0.01 Tree=79 num_leaves=31 num_cat=0 split_feature=12 12 12 12 1 12 12 1 1 12 12 2 1 1 2 2 12 2 12 12 2 2 2 12 12 2 12 2 2 2 split_gain=153945 2572.93 2394.07 282.592 222.174 217.897 213.573 137.034 96.1569 87.3252 76.9313 67.2824 61.228 48.8726 44.7084 38.9806 35.1425 27.5858 27.0219 24.1922 22.8237 22.0133 31.1271 21.936 17.883 16.4286 17.7487 14.8194 24.9831 12.9048 threshold=0.13270235061645502 0.0043998162727802515 0.78322452306747448 0.00022280584380490002 -371.49999999999994 0.026551560498774003 0.98755538463592529 -380.49999999999994 -390.49999999999994 0.3781151175498963 0.51461192965507518 0.034723896792862259 -364.49999999999994 -89.499999999999986 0.051836094939543158 0.040202020202020204 0.0011766494717448501 0.055738304093567205 0.068259380757808671 0.94052824378013633 0.74891304347826104 0.48295234405269277 0.023937770392229853 2.9517374969145752e-05 0.99894970655441295 0.92365967365967383 0.0089773964136838514 0.5100040016006403 0.74891304347826104 0.75110619469026563 decision_type=2 2 2 2 10 2 2 10 10 2 2 2 10 10 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 23 10 8 12 20 -3 15 21 -9 19 -5 -10 -6 -15 -11 -13 -4 -7 22 -2 -1 -8 26 -16 -23 -29 -22 right_child=2 5 6 13 9 7 24 11 14 17 -12 18 -14 16 25 -17 -18 -19 -20 -21 29 27 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.010884654929037053 0.0035855839599980002 -0.0077831561968973416 0.0096637376764496432 -0.0093335607632689006 0.0097926877374279082 -0.004399225188394044 0.015243883540197074 0.0057919489854973737 -9.5205164422112055e-05 0.012840381346739857 0.0067189141543308921 -0.00091189168053108143 0.014382410347183211 -0.0083701630791989182 -0.0058455068691561033 0.0053109441222920599 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5619 4494 10465 4197 2952 2769 161 637 2104 67992 135468 784 6692 1004 624 415 internal_value=0 -0.0100111 0.0151621 -0.0105792 0.00691056 -0.00262306 0.0158831 -0.000177581 -0.00465865 0.00881137 0.00329591 0.00174621 0.0132219 -0.00844051 -0.00337034 0.00657616 -0.00745855 0.0106549 0.000460692 0.0113299 -0.0037599 0.00127917 -0.000375847 -0.0108114 0.0160999 -0.00417742 -0.00448968 0.00317591 0.00172739 0.00137873 internal_weight=0 61295.1 40243.2 56917.9 3233.62 4377.19 37009.6 1988.41 2388.78 2119.21 1114.41 1293.68 2788.6 5573.09 1691.38 957.848 2654.42 1161.36 981.733 1060.18 694.734 701.253 374.488 51344.8 34221 1356.98 1255.84 326.765 223.406 76.8713 internal_count=911180 733042 178138 693853 19698 39189 158440 16178 23011 11957 7741 9897 13088 61781 15798 5940 28680 6017 7914 5334 6281 5243 2978 632072 145352 13095 12311 2265 1628 576 is_linear=0 shrinkage=0.01 Tree=80 num_leaves=31 num_cat=0 split_feature=11 10 48 10 48 6 10 10 2 10 6 10 6 6 10 10 3 10 0 10 10 10 5 2 3 2 10 6 10 6 split_gain=183253 129.247 23.04 21.8578 25.5916 18.2204 11.6762 7.82313 7.7699 5.51146 4.40354 4.10308 4.03501 3.47113 2.61334 2.19483 2.07876 1.86918 1.76714 1.73455 1.58872 1.53897 1.53845 1.26161 1.13368 1.12618 0.999525 1.12474 0.992563 0.920959 threshold=1.0000000180025095e-35 3.2050000000000005 1.0000000180025095e-35 6.1150000000000011 1.0000000180025095e-35 30.500000000000004 3.2050000000000005 4.995000000000001 0.028778467908902653 8.8850000000000016 3.5000000000000004 7.0450000000000008 1.0000000180025095e-35 9.5000000000000018 3.7650000000000001 2.5750000000000006 0.38119783996072654 6.1250000000000009 1.0000000180025095e-35 9.1600000000000019 3.4350000000000005 2.3350000000000004 1.5000000000000002 0.7003401360544218 0.20112359550561798 0.055738304093567205 7.0550000000000006 29.500000000000004 4.9850000000000012 1.5000000000000002 decision_type=2 10 2 10 2 2 8 10 2 10 2 10 2 2 10 10 2 10 2 10 10 10 10 2 2 2 10 2 10 2 left_child=20 2 10 4 7 9 15 14 29 11 21 17 23 -8 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180.08554638922215 755.96814334392548 56.734343945980072 3932.751447558403 137.56846341490746 388.39013376832008 303.90649811923504 820.06309574842453 677.64043335616589 994.5275966078043 679.1662125736475 679.14263634383678 111.042185947299 54765.245148479939 4536.0809261351824 741.89800842106342 291.83401234447956 298.42555986344814 363.8070283383131 701.13119845092297 383.92344327270985 218.22294870018959 385.4260341078043 leaf_count=65493 67423 6142 3178 1285 4070 222 13638 738 3077 229 16589 571 1582 1252 3366 2771 4026 2807 2833 458 676021 19272 3190 1196 1209 1479 2941 1648 904 1570 internal_value=0 0.0165242 0.0161761 0.0174478 0.0177501 0.0167908 0.0167953 0.0171612 0.0183268 0.016547 0.0160487 0.0164467 0.0186668 0.0164859 0.0169719 0.0175525 0.0190214 0.0169739 0.0172367 0.01831 -0.0110007 0.0159893 0.0161827 0.0181987 0.0189453 0.0182696 0.0161059 0.0162993 0.0174961 0.0177266 internal_weight=0 40207.8 29203.1 11004.7 7536.2 3468.52 4983.96 3728.52 3807.68 3115.89 24219.1 2948.11 2430.72 3538.3 3184.62 1445.66 1382.92 983.591 1717.43 167.777 60708.7 20286.4 1964.52 1047.8 352.628 543.893 1826.95 1085.05 1038.29 1376.96 internal_count=911180 169666 124123 45543 30983 14560 20839 15462 15521 13129 103284 12442 9881 14890 13245 5949 5608 4092 7103 687 741514 86695 8350 4273 1431 2217 7779 4589 4270 5640 is_linear=0 shrinkage=0.01 Tree=81 num_leaves=31 num_cat=0 split_feature=11 12 12 12 1 6 12 12 6 6 12 3 1 3 1 12 3 6 12 1 6 5 12 6 12 12 12 3 1 12 split_gain=180654 335.666 39.0798 34.4815 11.2543 6.6666 5.74883 5.4616 4.0376 3.15987 2.4271 2.29879 2.19835 2.14394 2.12049 1.85182 1.84089 1.77428 1.32696 1.05825 0.90378 0.860457 0.845232 0.820573 0.804348 0.80416 0.780903 0.718896 0.714572 0.663147 threshold=1.0000000180025095e-35 0.51461192965507518 0.036334333941340412 0.98755538463592529 -32.499999999999993 6.5000000000000009 0.0011766494717448501 0.068259380757808671 3.5000000000000004 4.5000000000000009 0.99999827146530174 0.091229193341869366 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1533 1773 4606 1274 1120 606 1064 1421 1994 3926 7489 3457 63939 283 658 2353 internal_value=0 0.0164179 0.0196175 0.016156 0.0160611 0.0159687 0.0209203 -0.0109898 0.0186277 0.0171367 0.0164218 0.0165921 0.0169517 0.0159037 0.0182923 0.0185695 0.0162148 0.0204336 0.0193267 0.0200812 0.021823 0.0162802 0.0176592 0.0167871 -0.0114687 0.0171824 -0.0109708 0.017635 0.01971 0.0165571 internal_weight=0 40064.2 3030.71 37033.5 33764.5 26879 1308.44 60164.1 1722.27 3269.01 6885.49 3778.12 2414.4 22968.9 1163.8 818.631 3107.37 850.094 558.473 532.944 458.342 1453.76 854.611 2324.36 2290.76 1523.54 57873.4 345.169 314.627 890.854 internal_count=911180 169666 12230 157436 143929 114952 5263 741514 6967 13507 28977 15809 10017 98471 4722 3306 13168 3414 2245 2140 1849 6145 3490 9664 21164 6274 720350 1416 1264 3743 is_linear=0 shrinkage=0.01 Tree=82 num_leaves=31 num_cat=0 split_feature=11 12 12 12 1 12 12 12 1 2 2 12 2 1 1 2 12 2 2 12 1 1 2 2 2 12 12 2 2 2 split_gain=178102 318.681 36.825 32.8385 10.7239 5.39231 5.28396 3.36429 2.49488 2.48961 2.85992 2.31037 2.50124 1.66378 1.64393 1.26919 1.24487 1.19867 1.01861 0.962785 0.885984 0.884248 0.934705 0.818509 1.94725 0.77738 0.755778 0.722981 0.660361 0.634445 threshold=1.0000000180025095e-35 0.51461192965507518 0.036334333941340412 0.98755538463592529 -32.499999999999993 0.0011766494717448501 0.068259380757808671 0.18897357583045957 -2.4999999999999996 0.49844720496894418 0.012270400481782552 0.99999827146530174 0.96213569039656011 -16.499999999999996 -68.499999999999986 0.091372912801484213 0.8784809708595277 1.0000000180025095e-35 0.087337909992372217 0.8784809708595277 -62.499999999999993 -4.4999999999999991 1.0000000180025095e-35 0.50144508670520238 0.66522988505747138 0.51461192965507518 0.0006371206545736001 0.019324122479462254 1.0000000180025095e-35 0.98936170212765973 decision_type=2 2 2 2 8 2 2 2 8 2 2 2 2 8 8 2 2 2 2 2 10 8 2 2 2 2 2 2 2 2 left_child=6 2 5 8 11 -2 26 13 16 10 -6 12 -5 17 27 18 28 -4 -13 -10 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412.88794894516468 6678.7435339838266 6534.5033943653107 797.10247065126896 788.61060838401318 214.00855375826359 221.22220946848392 1157.5976445972919 1204.2264897674322 425.29836310446262 736.49797016382217 668.50068251788616 252.28042411804199 240.10880172252655 448.51049779355526 1712.971988350153 6022.4236493110657 901.33860103040934 5540.7347010299563 277.29052902758121 648.84688551723957 404.21634928882122 leaf_count=656411 1849 1339 725 12438 25044 399 13675 864 1717 28889 27776 3382 3371 872 890 4864 4980 1707 3194 2824 1012 988 1811 7271 25972 7489 63939 1113 2647 1728 internal_value=0 0.0163135 0.0194316 0.0160575 0.0159646 0.0206951 -0.010979 0.0184694 0.0170159 0.0158742 0.0159784 0.0163173 0.0164837 0.0189332 0.0202236 0.0161149 0.0172108 0.0192013 0.0159106 0.0166232 0.0198313 0.0180476 0.0182366 0.0157849 0.0158549 -0.011452 -0.0109602 0.0207165 0.0174767 0.0163156 internal_weight=0 39918 3029.12 36888.8 33629.5 1309.44 59623.8 1719.68 3259.34 26769.1 12355 6860.4 3764.98 819.048 850.331 3095.41 2177.96 605.039 1533.6 1081.39 473.503 900.629 660.521 14414.1 7735.4 2271.24 57352.6 376.828 973.729 1561.81 internal_count=911180 169666 12230 157436 143929 5263 741514 6967 13507 114952 52820 28977 15809 3304 3414 13168 8966 2432 6576 4541 1902 3663 2675 62132 33243 21164 720350 1512 3986 6592 is_linear=0 shrinkage=0.01 Tree=83 num_leaves=31 num_cat=0 split_feature=11 3 29 3 3 29 3 5 3 3 5 3 3 3 3 3 3 3 5 5 3 3 5 3 3 5 14 3 3 5 split_gain=175600 19.7636 5.69152 3.37306 7.63089 2.36358 2.25702 1.98292 1.72391 2.40529 1.55815 0.979159 5.36187 6.25782 1.70606 1.5344 0.89435 1.54217 0.877156 0.867109 2.0885 0.990513 0.845675 0.823394 0.784597 0.693866 0.60354 0.582014 0.57773 0.501657 threshold=1.0000000180025095e-35 0.51234756097560985 1.0000000180025095e-35 0.49341991341991348 0.25108695652173912 1.0000000180025095e-35 0.9756521002710028 3.5000000000000004 0.24165739710789766 1.0000000180025095e-35 2.5000000000000004 0.90501253132832093 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988 3270 1377 9976 3367 474 10377 5188 888 4829 2554 564 275 7929 679261 1146 37 236 6504 3441 internal_value=0 0.0162115 0.0160542 0.0160403 0.0161157 0.0165274 0.0175182 0.0165094 0.0160006 0.0160491 0.0164795 0.0164856 0.016345 0.0165464 0.0165412 0.017631 0.0164343 0.0162566 0.0171515 0.0164979 0.0166857 0.0162684 0.0158703 0.0164414 -0.0109683 0.0157437 0.0156774 0.01755 0.0163664 0.0160116 internal_weight=0 39768.1 26547.7 26309.3 18222.2 13220.5 236.482 12984 13841.7 11643.6 4380.53 12520.2 3549.81 2798.34 8970.4 447.008 4142.93 1682.34 463.788 8165.51 1889.91 733.671 8087.12 6275.6 59087.7 2198.11 1928.97 252.077 4392.35 10904.3 internal_count=911180 169666 113772 112791 77906 55894 981 54913 59376 49857 18530 52980 15097 11827 37883 1851 17542 7165 1933 34516 7947 3118 34885 26569 741514 9519 8373 1045 18640 46744 is_linear=0 shrinkage=0.01 Tree=84 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 12 12 5 5 3 12 5 5 0 3 3 3 0 3 12 12 3 3 12 12 5 0 0 0 3 split_gain=143305 2503.32 2216.52 281.33 204.746 204.556 149.575 59.6754 52.2422 42.2435 40.4064 36.1889 35.7194 32.315 31.036 36.9961 30.5336 33.3279 23.4884 22.0926 20.8914 19.9011 26.5411 18.885 17.7322 16.9033 14.4023 13.5874 12.7386 11.6587 threshold=0.13270235061645502 0.0043998162727802515 0.78322452306747448 0.00022280584380490002 0.98755538463592529 0.026551560498774003 0.3781151175498963 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 0.0011766494717448501 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 0.25108695652173912 0.96446608946608958 0.9566262541806021 1.0000000180025095e-35 0.091229193341869366 2.9517374969145752e-05 0.94052824378013633 1.0000000180025095e-35 0.94754041967664271 0.65440738201141369 0.99894970655441295 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.94701754385964931 decision_type=2 2 2 2 2 2 2 10 10 2 2 10 8 2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 left_child=1 3 6 19 20 11 8 13 9 -2 -5 21 23 14 -7 -16 17 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547.08991005271673 590.63947208970785 133.97685518860817 721.04973937571049 316.97796466201544 737.06939399987459 454.5980314835906 372.07197514176369 691.09488838911057 104.52215760201216 133.35447784513235 172.2461905926466 1409.9896229282022 5489.8009079471231 1409.4986274689436 945.52336592972279 156.41989586502314 467.53094244003296 31302.455113351345 358.52654692530632 175.63371520489454 234.81409855931997 267.64370415359735 116.98219560086727 leaf_count=564080 1586 2525 4700 38780 9884 1280 3222 5438 1127 5366 3047 7827 2817 2591 6142 727 775 1030 16338 67992 6494 9758 1341 2392 135468 1894 1560 2398 1383 1218 internal_value=0 -0.00994033 0.014702 -0.0105177 0.0154034 -0.00255502 0.00669461 -0.000161019 0.00431351 0.00492285 -0.00834232 -0.00456226 0.00867095 0.000998338 4.46397e-05 -0.000809546 0.00398254 0.00331622 -0.00725151 -0.0107552 0.0127773 -0.00370795 -0.00425281 0.00952482 0.0156183 0.0118807 -0.00479118 -0.00770239 0.0086055 -0.00804677 internal_weight=0 58705.8 39462.8 54448.9 36284.3 4256.84 3178.48 1941.38 1441.62 1307.64 5359.66 2315.46 1736.86 1350.74 978.671 795.617 1026.65 893.296 2078.76 49089.3 2744.26 1578.39 1277.58 1282.26 33540 1334.76 1121.16 1761.79 814.734 1526.97 internal_count=911180 733042 178138 693853 158440 39189 19698 16178 9884 8757 61781 23011 9814 10740 8149 6869 7171 6396 23001 632072 13088 15184 12659 6997 145352 6594 11318 19954 4605 17556 is_linear=0 shrinkage=0.01 Tree=85 num_leaves=31 num_cat=0 split_feature=11 12 12 10 12 10 10 12 48 10 12 12 10 12 3 2 12 10 12 5 2 12 10 12 2 12 2 2 12 0 split_gain=171081 310.638 36.6827 34.0473 15.6376 11.3791 7.31426 5.41239 5.28312 4.59269 3.48988 2.47752 2.39538 2.34483 1.91733 1.44367 1.43706 1.37838 1.31952 1.19686 0.969545 0.797127 0.793079 0.786524 0.765022 0.75508 0.705669 0.663246 0.635517 0.62775 threshold=1.0000000180025095e-35 0.51461192965507518 0.026551560498774003 3.2050000000000005 0.98755538463592529 2.6750000000000003 2.6750000000000003 0.068259380757808671 1.0000000180025095e-35 7.0450000000000008 0.18897357583045957 0.0043998162727802515 3.2050000000000005 0.97252115607261669 0.50155279503105599 0.012270400481782552 0.00048551171494175006 3.8350000000000004 0.8784809708595277 1.5000000000000002 0.045804195804195758 0.51461192965507518 2.3850000000000002 0.18897357583045957 0.98936170212765973 0.0006371206545736001 1.0000000180025095e-35 0.028778467908902653 0.068259380757808671 1.0000000180025095e-35 decision_type=2 2 2 10 2 10 10 2 2 10 2 2 8 2 2 2 2 10 2 10 2 2 10 2 2 2 2 2 2 2 left_child=7 2 6 8 18 23 16 25 13 17 15 -8 -10 -3 22 -7 -2 -6 26 -11 -12 -9 -15 -4 29 -1 -5 -13 -17 -19 right_child=1 3 5 4 9 10 11 21 12 19 20 27 -14 14 -16 28 -18 24 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010917981020622058 0.020478560826301985 0.016111304721140543 0.017426068326447525 0.017032480679357313 0.016017780752779053 0.018520500077788441 0.021383053623805659 -0.011277528518722517 0.016339933987546122 0.016426792050654299 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1069.1536268144846 leaf_count=656411 274 2991 1200 1081 7076 728 2108 13675 4443 834 861 391 13677 56758 25472 712 1032 9063 4072 7651 1609 7489 15851 1193 1790 63939 2149 1009 1113 4528 internal_value=0 0.0160329 0.0191131 0.0157773 0.0163096 0.0182203 0.0204722 -0.0109494 0.0156018 0.0161043 0.0187585 0.0209484 0.0159269 0.0155425 0.0155247 0.0192769 0.0191907 0.0162569 0.0171523 0.0156901 0.0182182 -0.011431 0.0154697 0.0170616 0.0163655 -0.01093 0.017457 0.0202962 0.0195771 0.0164176 internal_weight=0 39462.3 3023.23 36439.1 9035.93 1824.63 1198.59 58089.9 27403.2 7265.27 1245.95 873.882 4228.07 23175.1 22472.4 635.858 324.713 5308.72 1770.65 1956.55 610.09 2243.39 16590 578.685 3650.84 55846.5 788.495 349.485 455.226 3232.49 internal_count=911180 169666 12230 157436 38244 7416 4814 741514 119192 30942 5023 3508 18120 101072 98081 2553 1306 22457 7302 8485 2470 21164 72609 2393 15381 720350 3230 1400 1825 13591 is_linear=0 shrinkage=0.01 Tree=86 num_leaves=31 num_cat=0 split_feature=10 48 10 3 0 10 10 10 2 10 29 48 0 10 2 3 3 48 10 10 0 10 10 10 2 2 10 10 10 5 split_gain=72218.7 5222.74 3162.96 2299.25 1406.51 1194.8 1311.06 1615.02 1374.36 1044.52 856.308 776.372 729.42 670.123 657.767 626.565 501.708 417.749 403.016 378.054 366.316 357.775 307.177 283.22 268.455 206.465 191.141 361.878 186.009 429.67 threshold=3.3250000000000006 1.0000000180025095e-35 3.2950000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3.8350000000000004 6.2150000000000007 8.2700000000000014 0.091372912801484213 8.1200000000000028 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5.5950000000000006 1.0000000180025095e-35 0.90943267259056748 0.22271825396825398 1.0000000180025095e-35 2.6750000000000003 2.3350000000000004 1.0000000180025095e-35 4.5750000000000011 4.205000000000001 4.4750000000000005 0.034723896792862259 0.028778467908902653 7.035000000000001 6.9850000000000012 9.7700000000000014 5.5000000000000009 decision_type=10 2 8 2 2 10 10 10 2 10 2 2 2 10 2 2 2 2 10 10 2 10 10 10 2 2 10 10 10 10 left_child=1 10 18 4 13 11 12 8 15 16 19 -5 14 -2 -7 -8 -10 -9 -3 -1 24 23 -6 -14 -4 -12 27 -18 29 -19 right_child=3 2 20 5 22 6 7 17 9 -11 25 -13 21 -15 -16 -17 26 28 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.01497334380207507 0.00053189867990958615 0.0025411832767523851 0.014030277393096216 0.0033273165813048522 0.0021299006511952124 -0.0012449880662474169 0.01521114528312555 0.0073544668808971153 0.010533487681546471 0.013501707568607848 0.010755713378963335 -0.0061246960933968933 -0.0027600870324645493 0.011023715230170952 -0.0088660518600822101 -0.0016384305738464935 -0.0046812532849557567 -0.0075295154580334277 -0.0037313907612341723 0.012297336935970932 0.013783947803380221 -0.0058624356817068932 -0.005443908898632558 0.0085060538063845489 0.006070714032036361 -0.0039969816253214293 -0.0080638811805722847 0.010916674646602474 -0.010570974581582092 0.014907954577178655 leaf_weight=17531.92437005043 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3.2050000000000005 -65.499999999999986 -59.499999999999993 -32.499999999999993 12.500000000000002 7.0450000000000008 2.2250000000000005 6.285000000000001 3.5000000000000004 9.5000000000000018 3.8350000000000004 0.29429808733309276 6.0550000000000006 0.94469928644240586 0.38119783996072654 -65.499999999999986 38.500000000000007 -30.499999999999996 3.4350000000000005 1.0000000180025095e-35 0.20112359550561798 0.091229193341869366 6.1150000000000011 8.8850000000000016 2.3350000000000004 214.50000000000003 1.9550000000000003 4.5750000000000011 1.0000000180025095e-35 decision_type=2 10 8 10 8 2 10 10 10 2 2 10 2 10 2 2 10 2 10 10 2 2 2 10 10 10 2 8 10 2 left_child=19 4 5 6 7 8 11 10 12 18 27 -4 -3 16 29 23 20 24 25 -1 -13 -7 -18 -5 -8 -6 -15 -2 -22 -14 right_child=1 2 3 15 9 21 17 -9 -10 -11 -12 13 14 26 -16 -17 22 -19 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011091877600965607 0.016522560801327212 0.017044485990914675 0.016027677229597657 0.017391222712570445 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6978 3392 1131 2563 7407 89199 2394 11991 2696 3919 is_linear=0 shrinkage=0.01 Tree=88 num_leaves=31 num_cat=0 split_feature=11 12 10 12 12 10 10 48 12 10 12 10 6 12 10 2 6 12 12 12 2 2 12 10 10 10 6 12 12 2 split_gain=165047 294.806 37.1012 33.9381 15.3262 11.6178 7.56141 5.49316 5.1485 5.04108 3.21212 2.70731 2.51517 2.28331 1.61261 1.39492 1.327 1.30465 1.30448 1.23205 0.946845 0.909764 0.897388 0.828802 0.804173 0.793631 0.784655 0.75346 0.71322 0.70441 threshold=1.0000000180025095e-35 0.51461192965507518 3.2050000000000005 0.026551560498774003 0.98755538463592529 2.6750000000000003 2.6750000000000003 1.0000000180025095e-35 0.068259380757808671 7.0450000000000008 0.18897357583045957 3.2050000000000005 3.5000000000000004 0.0043998162727802515 3.8350000000000004 0.012270400481782552 30.500000000000004 0.97252115607261669 0.0011766494717448501 0.8784809708595277 1.0000000180025095e-35 0.98936170212765973 0.97252115607261669 3.4350000000000005 7.0550000000000006 2.3350000000000004 29.500000000000004 0.51461192965507518 0.18897357583045957 1.0000000180025095e-35 decision_type=2 2 10 2 2 10 10 2 2 10 2 8 2 2 10 2 2 2 2 2 2 2 2 10 10 10 2 2 2 2 left_child=8 3 7 6 19 28 18 12 23 14 15 -9 17 -8 -6 -7 24 -3 -2 29 -12 -16 -14 -1 -11 -19 -26 -10 -5 -4 right_child=1 2 4 5 9 10 13 11 27 16 20 -13 22 -15 21 -17 -18 25 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.011025336404363886 0.019712351205555624 0.015723697269883249 0.016807115706823125 0.017108380412732455 0.015797121849740803 0.018233038499761902 0.02100469325038589 0.016132752797864875 -0.011246779881828652 0.015139742056736171 0.017377290658979763 0.015545206368041565 0.016366245821526806 0.019961654646771316 0.016231777994106251 0.019272946347105267 0.016642943860879542 0.015202488642321006 0.018358231615690633 0.016700443754307504 0.018227774062676564 0.015733689616510095 0.015507457589592571 -0.010891652733263858 0.015750082500279376 0.015359498079474204 0.015185324023271312 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0.01546 0.0152519 0.0187994 0.0169376 0.0179609 0.0161749 0.0155367 -0.0109042 0.015402 0.0152375 0.0155684 -0.0113976 0.0167602 0.0172326 internal_weight=0 39023.6 36008.2 3015.36 8960.57 1816.64 1198.72 27047.7 56729.6 7199.63 1242.7 4182.01 22865.6 874.845 5266.51 634.783 1933.12 19167.1 323.874 1760.94 607.919 3624.64 3698.53 54529.3 1842.72 18598.4 1127.44 2200.35 573.934 784.666 internal_count=911180 169666 157436 12230 38244 7416 4814 119192 741514 30942 5023 18120 101072 3508 22457 2553 8485 84935 1306 7302 2470 15381 16137 720350 8108 82475 4918 21164 2393 3230 is_linear=0 shrinkage=0.01 Tree=89 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 1 3 10 1 1 10 1 2 1 10 1 6 2 10 1 2 6 5 10 2 10 10 6 1 6 split_gain=69123.8 6699.09 3103.58 2444.41 2267.66 1930.51 1880.28 1043.88 970.482 755.023 673.675 613.729 476.863 522.815 447.094 569.937 376.749 329.347 310.466 377.508 271.947 271.299 374.219 278.03 236.208 224.798 217.964 207.787 375.153 256.277 threshold=3.3550000000000004 -32.499999999999993 4.5000000000000009 1.0000000180025095e-35 6.0550000000000006 -90.499999999999986 1.0000000180025095e-35 4.5750000000000011 -361.49999999999994 -45.499999999999993 5.4150000000000009 -192.49999999999997 1.0000000180025095e-35 -37.499999999999993 2.3350000000000004 -32.499999999999993 30.500000000000004 0.012270400481782552 4.0550000000000006 -1.0000000180025095e-35 0.33460559796437661 28.500000000000004 5.5000000000000009 7.4250000000000007 0.012270400481782552 2.7350000000000008 4.495000000000001 23.500000000000004 -61.499999999999993 24.500000000000004 decision_type=10 8 2 10 10 8 2 10 10 10 10 10 2 8 10 10 2 2 10 8 2 2 10 10 2 10 10 2 8 2 left_child=1 3 4 16 7 11 10 8 26 -7 -4 20 13 -9 -3 -16 -1 -5 19 -8 -6 22 27 -24 -10 -19 -2 -20 -29 -30 right_child=2 14 6 17 5 9 18 12 24 -11 -12 -13 -14 -15 15 -17 -18 25 21 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31 leaf_value=0.010671693062279801 0.0042246244549813588 0.014709924088502548 -0.0038098028450147272 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763.87534186989069 208.68508955091238 21016.196806840599 92.756979636847973 126.48789561539888 2553.4546509087086 2363.4470553919673 162.87255793064833 807.65252707153559 257.50162766128778 479.15683952718973 leaf_count=18032 17154 82813 5539 6447 2800 10566 19206 18755 6208 2643 3245 13680 140645 17032 38181 2534 3842 11099 126422 6920 2364 279099 1157 568 29469 25453 1810 10572 1717 5208 internal_value=0 0.0113673 -0.00641115 0.00346653 -0.00369091 0.00336801 -0.00828234 -0.00498371 -0.00133132 0.00962102 0.00430211 -0.00465837 -0.00634453 -0.00315282 0.0138538 0.0118405 0.0095072 -0.00149073 -0.00869595 -0.00514217 0.00313917 -0.00894574 -0.00772254 0.00521874 -0.00490846 -0.00280664 0.00342747 -0.0079705 -0.0045589 0.000601888 internal_weight=0 34100.8 60973.1 8162.96 24849 3846.48 36124.1 21002.5 5701.05 2162.09 1149.5 1684.39 15301.4 3584.49 25937.8 7739.18 3679.41 4483.55 34974.6 2296.85 631.163 32677.7 11661.5 219.245 3254.6 3628.25 2446.45 11442.3 1544.31 736.658 internal_count=911180 188401 722779 64873 263126 32053 459653 231073 54641 13209 8784 18844 176432 35787 123528 40715 21874 42999 450869 26126 5164 424743 145644 1725 35677 36552 18964 143919 17497 6925 is_linear=0 shrinkage=0.01 Tree=90 num_leaves=31 num_cat=0 split_feature=11 12 10 12 12 10 10 48 10 12 10 12 12 6 10 12 6 12 12 10 10 10 12 3 10 6 3 3 12 10 split_gain=161470 291.095 41.6063 32.633 15.8224 11.3173 9.10285 5.92262 5.52692 5.06205 3.09214 2.47181 2.44447 2.39422 1.8163 1.79628 1.51856 1.21729 1.2016 0.929442 0.912725 0.85792 0.836199 0.809355 0.798326 0.782192 0.774334 0.771014 0.738661 0.719763 threshold=1.0000000180025095e-35 0.51461192965507518 3.2050000000000005 0.036334333941340412 0.98755538463592529 2.6750000000000003 3.1450000000000005 1.0000000180025095e-35 7.0450000000000008 0.068259380757808671 3.2050000000000005 0.0043998162727802515 0.18897357583045957 3.5000000000000004 3.8350000000000004 0.0070173616986721008 30.500000000000004 0.97252115607261669 0.8784809708595277 3.4350000000000005 6.1150000000000011 2.3350000000000004 0.97252115607261669 1.0000000180025095e-35 7.0550000000000006 29.500000000000004 0.38913470993117016 1.0000000180025095e-35 0.8784809708595277 1.0450000000000002 decision_type=2 2 10 2 2 10 10 2 10 2 8 2 2 2 10 2 2 2 2 10 10 10 2 2 10 2 2 2 2 10 left_child=9 3 7 6 18 -5 15 13 14 19 -9 -8 23 17 -6 29 24 -3 -4 -1 -16 -19 -15 -7 -10 -26 -22 -14 -11 -2 right_child=1 2 4 5 8 12 11 10 16 28 -12 -13 27 22 20 -17 -18 21 -20 -21 26 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.011017468845519095 0.018757029134229834 0.015557642408857387 0.017139584762592017 0.016535833045347424 0.015679991797806436 0.018055697850601609 0.020922792765531158 0.016027701957567583 0.015004431644369969 -0.011288829929706938 0.01539813721888169 0.019838339188966721 0.017245045094577024 0.01618257490510365 0.016168312661713518 0.017929456344815162 0.016595617162196707 0.015049455658965916 0.016613343618664476 -0.010875323201844344 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0.0156573 0.0154056 0.018644 0.0159973 0.0177302 0.0198305 0.0152088 0.0157887 -0.0109079 0.015556 0.0204419 0.0182875 0.0151452 0.0159568 0.0186933 0.0153295 0.0151 0.0168479 -0.0108888 0.0160819 0.015086 0.0153791 0.0187686 0.015267 0.0154333 0.0157892 0.0178493 -0.0113807 0.019207 internal_weight=0 38735.7 35726 3009.71 8917.59 1700.33 1309.38 26808.4 7161.3 55899.2 4152.67 851.605 1159.37 22655.8 5242.89 457.775 1918.4 18988.7 1756.29 53722.7 3610.36 18424.7 3667.09 552.595 1828.14 1119.07 822.59 606.774 2176.56 273.705 internal_count=911180 169666 157436 12230 38244 6967 5263 119192 30942 741514 18120 3414 4696 101072 22457 1849 8485 84935 7302 720350 15381 82475 16137 2226 8108 4918 3550 2470 21164 1100 is_linear=0 shrinkage=0.01 Tree=91 num_leaves=31 num_cat=0 split_feature=11 0 19 29 5 29 5 5 5 4 4 5 19 39 4 5 0 4 4 5 5 4 14 39 4 8 4 5 5 4 split_gain=159274 12.807 5.99452 5.41375 2.46823 2.41378 1.40691 3.22264 1.79439 1.55271 1.48274 1.11951 0.828265 0.82198 0.756846 0.611241 0.571259 0.538403 0.4952 0.493563 0.569156 0.452626 0.345262 0.290539 0.288665 0.244281 0.218151 0.170752 0.296176 0.164609 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 5.5000000000000009 1.5000000000000002 20.500000000000004 25.500000000000004 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 8.5000000000000018 1.0000000180025095e-35 29.500000000000004 29.500000000000004 6.5000000000000009 7.5000000000000009 29.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 26.500000000000004 1.5000000000000002 3.5000000000000004 29.500000000000004 decision_type=2 2 2 2 10 2 10 10 8 10 10 10 2 2 10 10 2 10 10 10 10 10 2 2 10 2 8 10 10 10 left_child=16 2 3 6 5 12 8 11 9 14 -10 17 23 18 24 -6 -1 -8 -11 -9 -21 -12 -20 25 -2 26 -3 -4 -29 -5 right_child=1 4 27 29 15 -7 7 19 10 13 21 -13 -14 -15 -16 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65.073514088988304 1061.142951965332 303.3203202188015 8023.0021121948957 279.95374593138695 9026.5592309981585 14.094005540013312 55.081346362829208 3481.9687382876873 21.580926358699799 17.626574039459229 250.17482127249241 215.8036592900753 11822.522188067436 40.033912852406502 9.99847663938999 191.68956232070923 leaf_count=640675 680 4298 724 703 8931 399 1421 2335 7635 19154 3419 1279 167 272 4566 1353 100839 1196 39617 58 241 15329 91 74 1107 975 52629 169 41 803 internal_value=0 0.0155695 0.015719 0.015703 0.0153474 0.0152941 0.0156835 0.015979 0.0156623 0.0157208 0.0155159 0.0163533 0.0152825 0.0156872 0.0160296 0.0156456 -0.0108981 0.0161055 0.0156818 0.0154065 0.0162005 0.0156157 0.0156395 0.0152781 0.0156633 0.0152764 0.015282 0.017342 0.0168267 0.0169232 internal_weight=0 38565.5 23047 22821.6 15518.5 13164.7 22463.7 1503.74 20960 14979.6 5980.37 909.241 13069.4 13510.9 1468.69 2353.75 55392.7 606.674 13445.8 594.501 69.1754 4266.7 9048.14 13029.7 407.547 13012.1 12796.3 225.353 50.0324 357.902 internal_count=911180 169666 100840 99906 68826 58542 98400 6530 91870 65487 26383 3896 58143 59134 6353 10284 741514 2617 58862 2634 299 18748 39708 57976 1787 57902 56927 934 210 1506 is_linear=0 shrinkage=0.01 Tree=92 num_leaves=31 num_cat=0 split_feature=11 10 10 48 48 6 10 2 10 10 10 6 6 6 10 0 10 2 2 10 10 10 2 10 10 10 10 2 2 10 split_gain=157123 112.377 19.0478 18.9585 18.6251 14.5799 10.6095 6.67845 6.46719 4.40096 3.1958 3.14489 2.95321 2.668 1.92673 1.63776 1.57468 1.57407 1.56944 1.56131 1.35428 1.35239 1.31837 1.23833 1.16794 1.61394 1.0227 0.952936 0.947063 0.735867 threshold=1.0000000180025095e-35 3.2350000000000008 6.1150000000000011 1.0000000180025095e-35 1.0000000180025095e-35 30.500000000000004 3.2350000000000008 0.028778467908902653 4.495000000000001 8.8850000000000016 7.0450000000000008 1.5000000000000002 3.5000000000000004 9.5000000000000018 2.5750000000000006 1.0000000180025095e-35 3.4350000000000005 0.61572802197802212 0.77442071785552036 4.995000000000001 9.1600000000000019 2.3350000000000004 0.7003401360544218 3.5950000000000002 7.0550000000000006 8.1200000000000028 4.9850000000000012 0.79531763417305601 0.055738304093567205 3.3250000000000006 decision_type=2 10 10 2 2 2 8 2 10 10 10 2 2 2 10 2 10 2 2 10 10 10 2 10 10 10 10 2 2 10 left_child=16 3 4 12 8 9 14 29 15 10 18 22 21 -8 -5 23 -1 -13 -4 26 -11 -2 -9 -3 -12 -26 -10 -7 -21 -6 right_child=1 2 5 6 7 27 13 11 19 20 24 17 -14 -15 -16 -17 -18 -19 -20 28 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.011049289036402794 0.014938113460589953 0.015725927301688498 0.016196479840650195 0.016092254991273799 0.015734967896494485 0.017898781062292732 0.015331466807969407 0.017321241522387044 0.016673264458793472 0.018366495160810847 0.014860886575211176 0.018116358817793093 0.015288153260070974 0.016328548971795063 0.016826817215312727 0.015501052851028317 -0.010870547816940633 0.017279088051021286 0.015343962181179168 0.016510464342809429 0.016451429204591708 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0.0166569 0.0157412 0.0157241 0.0171507 0.0161306 0.0155153 0.0154226 0.0174698 0.0150338 0.0154183 0.0164459 0.0158038 -0.0108884 0.0178684 0.0158961 0.0167009 0.0171086 0.0149835 0.0171362 0.0160491 0.0151828 0.0153769 0.0164012 0.0176815 0.017113 0.0165847 internal_weight=0 38390.1 10493.3 27896.8 7167.49 3325.84 4806.27 3698.07 3469.42 2978.94 2815.11 2364.73 23090.5 3375.99 1430.28 2205.49 54890.2 1077.29 946.259 1263.92 163.829 19280 1287.44 1218.32 1868.86 1165.85 731.647 346.895 532.277 1333.35 internal_count=911180 169666 44844 124822 30284 14560 20955 15405 14879 13129 12442 9788 103867 14890 6065 9562 741514 4430 4092 5317 687 86980 5358 5229 8350 5155 3100 1431 2217 5617 is_linear=0 shrinkage=0.01 Tree=93 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 1 2 10 1 1 10 10 2 1 10 1 6 2 2 10 1 6 5 10 2 10 10 10 6 1 split_gain=65275.7 6287.65 2996.25 2290.8 2148.99 1817.81 1586.04 997.817 916.912 765.475 644.447 482.425 459.049 499.399 426.839 533.334 351.855 310.524 310.26 278.032 290.208 272.402 333.399 284.598 225.563 220.775 213.408 205.751 203.573 340.776 threshold=3.3550000000000004 -32.499999999999993 4.5000000000000009 1.0000000180025095e-35 6.0550000000000006 -71.499999999999986 0.98936170212765973 4.5750000000000011 -361.49999999999994 -45.499999999999993 5.4150000000000009 8.4800000000000022 1.0000000180025095e-35 -37.499999999999993 2.3350000000000004 -32.499999999999993 30.500000000000004 0.028778467908902653 0.012270400481782552 3.5950000000000002 -1.0000000180025095e-35 28.500000000000004 5.5000000000000009 7.4250000000000007 0.012270400481782552 8.1200000000000028 2.7350000000000008 4.495000000000001 23.500000000000004 -61.499999999999993 decision_type=10 8 2 10 10 8 2 10 10 10 10 10 2 8 10 10 2 2 2 10 8 2 10 10 2 10 10 10 2 8 left_child=1 3 4 16 7 11 17 8 27 -7 -8 25 13 -9 -3 -16 -1 -4 -5 20 -19 22 28 -24 -10 -6 -20 -2 -21 -30 right_child=2 14 6 18 5 9 10 12 24 -11 -12 -13 -14 -15 15 -17 -18 19 26 21 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=0.010423573753489426 0.0041295577540437249 0.01440902091988997 -0.0043172241544639327 0.0040006404908430864 -0.0011593720228838371 0.012164076611043979 -0.0056628024202470539 8.6499733311008745e-05 0.0002289382814380563 -0.0085050796125204949 0.01233263144868626 -0.0095663578320102256 -0.0072463670669784272 -0.0075785407042038844 0.012074216145268598 -0.0025951184926472537 0.00070681978274766131 -0.0076866646243890502 0.00058796347081836557 -0.0084291365155227792 0.0051364069507850779 -0.0095928424095039627 -0.0086851447658481302 0.014524062596550343 -0.0062442772497030797 0.012146450127038045 -0.0045578311287335768 -0.0076767578190875723 -0.0092289561379560701 0.00044125938435962068 leaf_weight=3195.343108817935 2242.6404462382197 17841.976447798312 1647.3587806075811 840.63802959769964 850.89256815612316 1741.3813667669892 324.70305333286524 2042.1358905956149 687.3755150437355 199.72947001457214 514.06527864933014 819.33806116133928 11370.068637832999 1456.0566046759486 7344.3750519827008 256.4999952763319 421.86942141503096 456.13000780344009 1239.8568909466267 9513.1786579340696 287.88397305458784 20549.036677733064 91.980784393846989 124.1391441449523 2482.1301156356931 146.11346808820963 2302.9113713726401 158.00942227244377 732.18428771942854 725.50807269662619 leaf_count=18032 17154 82813 18825 6447 8444 9046 3589 18755 6208 2643 2613 11177 140645 17032 38181 2534 3842 5773 11099 125481 2136 282514 1210 567 29469 743 25453 1810 9931 7014 internal_value=0 0.0111322 -0.00634685 0.00339985 -0.00364152 0.00330909 -0.00821889 -0.00491934 -0.00130941 0.0100373 0.00536626 -0.00388133 -0.00627174 -0.00310393 0.0135636 0.0115792 0.00929033 -0.00855278 -0.00146101 -0.0087676 -0.00272499 -0.00890926 -0.00765361 0.00464621 -0.00484042 0.000790626 -0.00275697 0.00335247 -0.00789591 -0.00441599 internal_weight=0 33443.5 59162 8000.62 24195.9 3757.45 34966.2 20438.4 5570.16 1941.11 838.768 1816.34 14868.3 3498.19 25442.9 7600.88 3617.21 34127.4 4383.41 32480 744.014 31736 11187 216.12 3169.51 997.006 3542.77 2400.65 10970.9 1457.69 internal_count=911180 188401 722779 64873 263126 32053 459653 231073 54641 11689 6202 20364 176432 35787 123528 40715 21874 453451 42999 434626 7909 426717 144203 1777 35677 9187 36552 18964 142426 16945 is_linear=0 shrinkage=0.01 Tree=94 num_leaves=31 num_cat=0 split_feature=11 12 10 12 12 10 10 10 12 12 6 12 12 10 6 2 12 12 10 2 10 2 10 2 10 10 2 6 12 2 split_gain=153787 267.465 42.304 29.2379 14.9134 12.0276 8.14721 5.58153 4.69115 4.3276 2.73503 2.73362 1.96972 1.88924 1.54604 1.39803 1.10177 1.08803 1.07878 1.03041 0.96868 0.965968 0.810194 0.75201 0.751616 0.731781 0.727189 0.719895 0.682295 0.676 threshold=1.0000000180025095e-35 0.51461192965507518 3.2050000000000005 0.026551560498774003 0.98755538463592529 2.6750000000000003 2.6750000000000003 7.0450000000000008 0.068259380757808671 0.98755538463592529 6.5000000000000009 0.18897357583045957 0.0043998162727802515 3.8350000000000004 30.500000000000004 0.012270400481782552 0.00048551171494175006 0.8784809708595277 2.5450000000000004 0.98936170212765973 3.3250000000000006 1.0000000180025095e-35 2.3350000000000004 1.0000000180025095e-35 3.3550000000000004 7.0550000000000006 0.98936170212765973 2.5000000000000004 0.8784809708595277 0.028778467908902653 decision_type=2 2 10 2 2 10 10 10 2 2 2 2 2 10 2 2 2 2 10 2 10 2 10 2 10 10 2 2 2 2 left_child=8 3 9 6 17 -5 16 13 20 18 22 15 -8 -6 25 -7 -2 23 -3 27 -1 -13 -11 -4 -17 -9 -27 -15 -10 -14 right_child=1 2 4 5 7 11 12 14 28 10 -12 21 29 19 -16 24 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.010995362659584635 0.019203562163446212 0.015271198056307184 0.016378339837180331 0.016209797351884582 0.015394179190787838 0.017683680416451672 0.020324418607177843 0.0147251450220868 -0.011245423433384763 0.014810254971054305 0.015153927484726449 0.016898234947659824 0.018646883825395835 0.01575627906849917 0.016326082573712642 0.017950546725954485 0.017772037123993608 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2149 1429 3226 1692 4760 3489 1009 internal_value=0 0.015358 0.0151133 0.0182269 0.0157135 0.0174207 0.0194381 0.0155091 -0.0108737 0.0149124 0.0148819 0.0179732 0.0199381 0.0156787 0.0150431 0.0184329 0.0180762 0.0165427 0.0154509 0.015807 -0.0108549 0.0174915 0.0148415 0.0168213 0.0187283 0.0149791 0.0151397 0.0158679 -0.0113351 0.0193555 internal_weight=0 38087.7 35093.4 2994.32 8799.08 1797.8 1196.51 7059.16 54086.6 26294.3 24882 1234.55 875.215 5174.96 1884.2 631.692 321.296 1739.91 1412.34 3566.85 51969.2 602.858 21664.9 776.282 453.065 1794.74 1099.61 3161.83 2117.38 348.97 internal_count=911180 169666 157436 12230 38244 7416 4814 30942 741514 119192 112987 5023 3508 22457 8485 2553 1306 7302 6205 15381 720350 2470 98635 3230 1825 8108 4918 13591 21164 1400 is_linear=0 shrinkage=0.01 Tree=95 num_leaves=31 num_cat=0 split_feature=11 12 10 12 12 10 10 1 10 12 10 12 12 10 10 12 12 6 10 12 10 12 1 1 10 12 10 6 6 6 split_gain=151727 254.777 40.4209 27.6853 14.2254 10.4556 8.50803 6.93666 5.10487 4.5404 2.41284 2.08914 2.06061 1.92238 1.64296 1.56377 1.50605 1.36749 0.937835 0.91996 0.873043 0.806878 0.756459 0.714198 0.66561 0.659416 0.616884 0.608686 0.586219 0.571387 threshold=1.0000000180025095e-35 0.51461192965507518 3.2050000000000005 0.036334333941340412 0.99473056197166454 2.6750000000000003 3.1450000000000005 -32.499999999999993 7.0450000000000008 0.068259380757808671 3.2050000000000005 0.0043998162727802515 0.18897357583045957 2.3350000000000004 3.8350000000000004 0.8784809708595277 0.0070173616986721008 30.500000000000004 3.3250000000000006 0.97252115607261669 6.1150000000000011 0.97252115607261669 -367.49999999999994 -65.499999999999986 1.0450000000000002 0.8784809708595277 1.3750000000000002 4.5000000000000009 16.500000000000004 3.5000000000000004 decision_type=2 2 10 2 2 10 10 8 10 2 8 2 2 10 10 2 2 2 10 2 10 2 10 10 10 2 10 2 2 2 left_child=9 3 7 6 15 -5 16 10 14 18 -3 -8 -7 21 -6 22 24 23 -1 -15 -16 -9 -4 -10 -2 -11 -18 -14 -12 -21 right_child=1 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376.9719572365284 400.34746024012566 189.51470546424389 2563.0943909138441 1278.6880415230989 98.385043054819107 82.237489700317383 47049.512182042003 4007.1022817343473 750.93461062014103 16473.96497553587 691.54153907299042 1212.9977024942636 118.78322352468967 419.34720174968243 83.769632667303085 200.9401583969593 172.01779314875603 1641.8242423832417 leaf_count=55203 623 4379 337 2271 6895 2226 1901 2212 2407 17675 9742 1513 1652 825 11057 5441 409 348 665147 18231 3307 75700 2893 5559 477 3489 340 818 746 7357 internal_value=0 0.0152765 0.0150367 0.0180787 0.0156246 0.0172307 0.0191711 0.0148398 0.0154017 -0.0108643 0.0152645 0.0197606 0.0177666 0.0147773 0.015571 0.0163531 0.0180663 0.0149522 -0.0108457 0.0149339 0.0156969 0.0147235 0.0167079 0.0148931 0.018537 -0.0113202 0.0173624 0.0173621 0.0150883 0.0149109 internal_weight=0 37909 34920.3 2988.69 8760.84 1682.48 1306.21 26159.5 6708.4 53594.7 3352.27 851.708 1150.72 22807.2 4873 2052.44 454.503 1835.4 51495.6 5838.44 3314.03 16968.8 773.749 1753.16 272.349 2099.06 182.155 601.288 2342.33 5648.93 internal_count=911180 169666 157436 12230 38244 6967 5263 119192 29573 741514 14867 3414 4696 104325 21259 8671 1849 8314 720350 26413 14364 77912 3230 7966 1100 21164 749 2470 10488 25588 is_linear=0 shrinkage=0.01 Tree=96 num_leaves=31 num_cat=0 split_feature=11 12 10 12 12 10 10 1 10 12 10 2 12 10 10 12 12 6 3 2 10 12 12 2 12 1 6 12 10 10 split_gain=149702 242.777 38.6357 26.2104 13.5753 9.93531 8.03418 6.63267 5.0904 4.39464 2.30496 2.07334 1.96818 1.83881 1.72091 1.42727 1.41978 1.40923 1.01849 0.945109 0.907994 0.8796 0.785358 0.781627 0.771966 0.716914 0.662239 0.637333 0.629129 0.585542 threshold=1.0000000180025095e-35 0.51461192965507518 3.2050000000000005 0.036334333941340412 0.98755538463592529 2.6750000000000003 3.1450000000000005 -32.499999999999993 7.0450000000000008 0.068259380757808671 3.2050000000000005 0.012270400481782552 0.0043998162727802515 2.3350000000000004 3.8350000000000004 0.0070173616986721008 0.18897357583045957 30.500000000000004 1.0000000180025095e-35 0.98936170212765973 3.3250000000000006 0.97252115607261669 0.8784809708595277 0.028778467908902653 0.97252115607261669 -65.499999999999986 2.5000000000000004 0.8784809708595277 1.0450000000000002 1.3750000000000002 decision_type=2 2 10 2 2 10 10 8 10 2 8 2 2 10 10 2 2 2 2 2 10 2 2 2 2 10 2 2 10 10 left_child=9 3 7 6 18 -5 15 10 14 20 -3 -7 -8 24 -6 28 -13 25 -4 26 -1 -15 -20 -14 -9 -10 -16 -11 -2 -17 right_child=1 2 4 5 8 11 12 13 17 27 -12 16 23 21 19 29 -18 -19 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010973784827593501 0.017957622982837835 0.015584999121220664 0.015929164026943294 0.015974717157949167 0.015231265036246382 0.016990975956361627 0.019998315969462121 0.015044615101025668 0.015131772042824475 -0.011217939436279491 0.015012175333480898 0.018343746472219615 0.018296208855418893 0.015532358118805951 0.015578068357071727 0.016711884349404241 0.017499070934748891 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2927 1090 75700 5637 4760 3489 477 340 internal_value=0 0.0151966 0.0149616 0.0179345 0.0155376 0.0171077 0.0189974 0.0147685 0.0153415 -0.0108549 0.0151848 0.0176304 0.0195701 0.0147073 0.0155042 0.0179224 0.0179129 0.0148941 0.0163314 0.0156271 -0.0108366 0.0148607 0.016478 0.0190303 0.0146545 0.0148327 0.0156856 -0.0113054 0.0183809 0.0172361 internal_weight=0 37728.1 34745.5 2982.63 8721.99 1677.65 1304.98 26023.5 6994.53 53106.8 3336.24 1148.03 851.402 22687.3 5129.28 453.575 796.307 1865.25 1727.46 3536.25 51025.9 5808.64 1266.1 376.628 16878.6 1776.47 3135.12 2080.88 271.918 181.657 internal_count=911180 169666 157436 12230 38244 6967 5263 119192 30942 741514 14867 4696 3414 104325 22457 1849 3240 8485 7302 15381 720350 26413 5323 1513 77912 8108 13591 21164 1100 749 is_linear=0 shrinkage=0.01 Tree=97 num_leaves=31 num_cat=0 split_feature=12 12 12 10 1 12 10 1 12 12 10 10 10 12 1 10 12 2 1 1 2 2 5 1 12 5 10 12 10 10 split_gain=121551 2349.34 1811.97 365.825 320.448 274.055 241.535 509.396 166.67 128.798 127.363 117.863 67.0244 64.3101 51.4068 291.122 50.9795 44.275 33.9625 33.3908 31.16 29.6808 26.7169 25.9382 24.9921 24.2934 24.0383 21.9047 21.5457 20.7712 threshold=0.13270235061645502 0.0043998162727802515 0.78322452306747448 2.7350000000000008 -390.49999999999994 0.00022280584380490002 2.6750000000000003 -1.0000000180025095e-35 0.98755538463592529 0.026551560498774003 3.9350000000000005 7.4250000000000007 3.1750000000000003 0.3781151175498963 -3.4999999999999996 3.6650000000000005 0.026551560498774003 0.034723896792862259 -63.499999999999993 -375.49999999999994 0.051836094939543158 0.040202020202020204 1.5000000000000002 -62.499999999999993 0.00099748477805400022 1.5000000000000002 1.3750000000000002 2.9517374969145752e-05 5.7950000000000008 2.7350000000000008 decision_type=2 2 2 10 10 2 10 8 2 2 10 8 10 2 8 10 2 2 8 10 2 2 10 8 2 10 10 2 10 8 left_child=1 5 6 16 12 27 -2 13 14 20 -9 19 -5 21 -4 -16 29 -11 -13 -7 -6 -8 -19 -20 -21 -15 -18 -1 -12 -3 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31634.919659070671 247.31040934473276 356.22328417003155 322.14807088673115 907.75794620811939 679.53031040728092 749.50596159696579 210.31890740990639 203.61549459397793 501.72894762456417 12.274634435772896 1806.6598747372627 1035.0120572969317 545.51954232156277 271.41864946484566 126.88974501937628 1400.6526203900576 246.01126423478127 121.0300318300724 4961.1177283152938 22.215996742248535 157.80689612030983 leaf_count=564080 3567 1282 7880 886 2391 15795 1269 1661 145352 1727 3862 3506 11220 3647 3553 1655 1102 4361 57 23994 11601 3986 2733 1122 17307 1531 821 67992 175 1065 internal_value=0 -0.0097832 0.0137935 -0.00238325 -0.00370468 -0.0103835 0.00637655 0.00480031 0.0144488 -0.00165249 -0.00298313 -0.00813744 -0.00838487 0.00763601 0.0120259 0.0101833 0.00459292 0.00100616 -0.00332715 -0.00863858 -0.00374118 0.0054929 -0.000171911 0.000801095 -0.00810285 0.00940991 0.00735635 -0.010633 -0.00658717 0.00167385 internal_weight=0 52884.7 37283.3 3968.37 3336.39 48916.3 3026.42 2307.94 34256.9 2319.38 616.304 4889.34 1017.01 1691.63 2621.94 959.825 631.98 1020.46 461.312 4428.03 1298.92 766.09 773.148 139.164 3207.31 925.542 324.646 44027 378.439 307.335 internal_count=911180 733042 178138 39189 34919 693853 19698 16131 158440 22813 5698 61781 12106 10433 13088 5208 4270 8821 4685 57096 13992 5255 7094 1179 41301 5178 1923 632072 4037 2347 is_linear=0 shrinkage=0.01 Tree=98 num_leaves=31 num_cat=0 split_feature=11 12 10 12 12 10 10 10 12 12 12 12 10 10 12 12 10 10 10 10 10 10 12 0 10 10 0 12 10 10 split_gain=146019 242.299 36.1421 27.2125 13.163 10.68 7.24123 4.69798 4.56571 3.84923 2.52867 1.84765 1.58874 1.4012 1.05794 0.979262 0.948976 0.937401 0.877616 0.855584 0.818784 0.672981 0.665015 0.65757 0.585408 0.56833 0.553645 0.5506 0.476968 0.451244 threshold=1.0000000180025095e-35 0.51461192965507518 3.2050000000000005 0.026551560498774003 0.98755538463592529 2.6750000000000003 2.6750000000000003 7.0450000000000008 0.068259380757808671 0.98755538463592529 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4400 3230 1200 7076 424 2108 3190 16570 86206 655 1400 7607 15455 1032 4072 880 1805 665147 1206 3992 423 4594 2054 2170 2344 11326 1193 1538 2406 internal_value=0 0.0150557 0.0148189 0.0177941 0.0153783 0.0170109 0.0189624 0.0151841 -0.0108384 0.0146311 0.0175322 0.0194331 0.015341 0.0146019 0.0176733 0.0161623 0.014752 0.0151434 -0.0108194 0.0154596 0.0149252 0.0148043 -0.0112988 0.0155443 0.0153333 0.0151713 0.014737 0.0158602 0.0180948 0.0171654 internal_weight=0 37369.3 34395.4 2973.86 8645.78 1780.32 1193.54 6929.51 52195.2 25749.6 1225.25 874.349 5083.45 24362.5 319.194 1716.28 1846.05 1387.14 50127.1 3505.6 1165.93 965.108 2068.09 2710.21 956.393 795.392 5835.22 555.073 483.592 741.654 internal_count=911180 169666 157436 12230 38244 7416 4814 30942 741514 119192 5023 3508 22457 112987 1306 7302 8485 6205 720350 15381 5295 4415 21164 11831 4224 3550 26781 2393 1962 3061 is_linear=0 shrinkage=0.01 Tree=99 num_leaves=31 num_cat=0 split_feature=12 12 12 10 1 12 10 1 12 12 10 10 10 12 12 1 10 5 1 1 10 1 12 5 5 10 1 12 10 10 split_gain=118296 2326.95 1777.03 354.45 314.193 274.967 233.9 490.825 166.852 124.978 123.828 116.376 66.0093 62.0954 49.2141 49.1633 261.809 40.6447 33.3242 33.0168 29.5384 25.0413 24.8697 23.4801 23.2528 23.2039 22.4538 22.1457 21.0511 20.0058 threshold=0.13270235061645502 0.0043998162727802515 0.78322452306747448 2.7350000000000008 -390.49999999999994 0.00022280584380490002 2.6750000000000003 -1.0000000180025095e-35 0.98755538463592529 0.026551560498774003 3.9350000000000005 7.4250000000000007 3.1750000000000003 0.3781151175498963 0.026551560498774003 -364.49999999999994 3.6650000000000005 1.5000000000000002 -375.49999999999994 -63.499999999999993 5.6250000000000009 -62.499999999999993 0.00099748477805400022 1.5000000000000002 1.5000000000000002 1.3750000000000002 -364.49999999999994 2.9517374969145752e-05 5.7950000000000008 2.7350000000000008 decision_type=2 2 2 10 10 2 10 8 2 2 10 8 10 2 2 10 10 10 10 8 10 8 2 10 10 10 8 2 10 8 left_child=1 5 6 14 12 27 -2 13 15 20 -9 18 -5 24 29 16 -4 -11 -7 -13 -6 -21 -20 -15 -8 -16 -18 -1 -12 -3 right_child=2 3 8 4 9 11 7 10 -10 17 28 19 -14 23 25 -17 26 -19 22 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.01069376297513071 0.011287623173122223 -0.0009846311171524296 0.012957742419053167 -0.00097650805916364291 -0.0044064688486270508 -0.010016213239022942 0.0064671893447955358 0.0027103647870083355 0.014509732754917001 0.002314794102578325 -0.0071298589293865922 -0.0050636573203397921 -0.0092368493788949398 0.010225025670578543 0.0093123487219736317 0.012939659901664957 0.010997432427176084 -0.0020357896815836047 -0.0088409030076063901 0.014464055994979064 -0.00044010305401756143 -0.00053644103981578795 -0.0070527715470105196 0.0066116900251260045 0.002532301696580413 0.0037701519707012718 -0.00024261140147804704 -0.0099783366454063438 0.002927983866220681 0.0041350021002363093 leaf_weight=38358.396113760769 713.69722002744675 148.48870801180601 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0.98755538463592529 2.6750000000000003 2.6750000000000003 -32.499999999999993 0.068259380757808671 7.0450000000000008 0.13270235061645502 3.2050000000000005 0.0043998162727802515 2.3350000000000004 3.8350000000000004 -367.49999999999994 0.00048551171494175006 1.5000000000000002 3.8350000000000004 0.97252115607261669 3.3250000000000006 6.1150000000000011 0.98755538463592529 0.8784809708595277 0.78322452306747448 1.0000000180025095e-35 0.18897357583045957 4.5750000000000011 6.1250000000000009 -52.499999999999993 decision_type=2 2 10 2 2 10 10 8 2 10 2 8 2 10 10 10 2 10 10 2 10 10 2 2 2 2 2 10 10 10 left_child=8 3 7 6 15 26 16 11 20 14 -7 -3 -8 22 -6 18 -2 -11 -4 -15 -1 25 -9 -17 -10 -16 -5 -27 -23 -19 right_child=1 2 4 5 9 10 12 13 24 17 -12 -13 -14 19 21 23 -18 29 -20 -21 -22 28 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.010937386108314547 0.01868944031727383 0.015270203394876627 0.015809898938411785 0.016021180145686927 0.014929744792891391 0.017946871635398844 0.019699321418135012 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is_linear=0 shrinkage=0.01 Tree=101 num_leaves=31 num_cat=0 split_feature=6 48 48 2 29 19 29 2 0 2 19 2 6 2 6 2 2 2 2 2 2 2 6 2 0 6 2 2 6 0 split_gain=22950.6 9674.28 2813.23 1781.87 1611.55 1323.52 1196.92 1153.16 1182.07 1138.14 984.186 827.086 722.49 580.033 423.671 419.047 350.307 472.302 317.786 253.926 244.344 254.554 188.304 184.573 177.045 176.431 187.13 172.488 169.802 163.141 threshold=3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.98936170212765973 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.091372912801484213 1.0000000180025095e-35 0.77442071785552036 1.0000000180025095e-35 0.087337909992372217 1.5000000000000002 0.49844720496894418 24.500000000000004 1.0000000180025095e-35 0.50144508670520238 0.74891304347826104 0.019324122479462254 0.23845060412224586 0.98936170212765973 0.27293771043771048 1.0000000180025095e-35 0.012270400481782552 1.0000000180025095e-35 23.500000000000004 0.24494897959183673 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 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 6 18 5 13 10 11 9 -9 14 12 24 15 20 -1 -15 22 -4 -17 21 25 -18 -6 27 26 -2 -3 -21 -23 right_child=2 7 3 -5 23 -7 -8 8 -10 -11 -12 -13 -14 16 -16 19 17 -19 -20 28 -22 29 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0095485650789573304 0.00083134865874096605 0.0069538208097730328 -0.0030105553997490783 0.0074241413914307702 0.003560848623017161 -0.0041412262969103145 -0.0090541226052420001 -0.0057272003573071682 0.0024312598073111093 0.004009528869283234 -0.0086607048271338041 0.013007272679080736 -0.0053279388343459577 0.012517066575362515 -0.0016752982778450063 0.0011275241686051604 0.0075850137739018973 0.011392099026406406 -0.0082513859240078494 0.0077758968167526664 0.007813110513069375 -0.0012388408569552528 0.0014952899945615992 -0.0056401244033328322 0.0018555608189963413 0.013827569050600683 0.0088701327890261944 -0.0033222334919616211 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1.41547e-05 0.00781596 0.0108585 0.00934768 -0.00799526 0.00568601 0.00218052 0.00132523 0.0061898 -0.00317819 0.00334151 0.00463153 0.00337193 0.00587508 0.00677964 -0.00042321 internal_weight=0 46802.5 40841.5 25663.3 27179.8 26067.4 15178.2 19622.7 13003.8 9287.07 13050.2 6618.89 5910.97 25335 11575.8 11355.2 13979.8 7315.67 24890.6 5093.53 5072.02 4403.39 2874.95 1112.49 4702.71 1523.14 1339.64 1738.51 4107.99 2880.25 internal_count=911180 386081 525099 354746 182747 169944 170353 203334 144684 111085 139639 58650 54942 161352 118459 79020 82332 47014 349414 39782 47115 42527 21832 12803 39831 12800 11895 13070 30452 29727 is_linear=0 shrinkage=0.01 Tree=102 num_leaves=31 num_cat=0 split_feature=12 12 12 10 12 10 12 10 12 12 2 10 12 10 2 6 2 10 10 6 12 12 10 10 6 10 12 10 10 6 split_gain=114494 2304.98 1731.87 340.899 276.351 245.383 169.154 115.129 105.536 94.1292 68.3176 57.4722 47.2094 44.0501 41.294 40.3144 37.5339 35.1158 31.2102 24.0877 23.3316 22.389 22.3506 19.1765 18.189 18.1756 17.367 16.2005 21.098 15.8989 threshold=0.13270235061645502 0.0043998162727802515 0.8784809708595277 2.7350000000000008 0.00022280584380490002 2.6750000000000003 0.51461192965507518 7.4250000000000007 0.026551560498774003 0.99473056197166454 0.05298245614035086 5.6250000000000009 0.026551560498774003 5.6250000000000009 0.012270400481782552 1.5000000000000002 0.051836094939543158 3.3550000000000004 2.6250000000000004 3.5000000000000004 0.00099748477805400022 2.9517374969145752e-05 1.3750000000000002 2.7350000000000008 64.500000000000014 2.5450000000000004 0.0011766494717448501 5.7650000000000006 3.8050000000000002 1.5000000000000002 decision_type=2 2 2 10 2 10 2 8 2 2 2 10 2 10 2 2 2 10 10 2 2 2 10 8 2 8 2 10 10 2 left_child=1 4 5 12 21 25 10 20 13 18 -7 14 23 19 -10 -12 -8 -16 -4 -5 -6 -1 -14 -3 -18 -2 -9 28 -17 -19 right_child=2 3 9 8 7 6 16 26 11 -11 15 -13 22 -15 17 27 24 29 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010671563271816986 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735.38614857196808 336.17621169984341 1748.9639385864139 744.27985748648643 1886.7771384939551 4781.3514798432589 119.88416270166636 156.21888680756092 137.61123342812061 590.31910982728004 199.57242519408464 79.447632685303688 388.09182764589787 509.32744867354631 leaf_count=564080 1514 1282 4388 8712 32845 2461 2008 2821 2104 142020 3347 1626 1102 2610 1383 991 4458 3335 8814 9342 24251 67992 821 1065 1000 2856 1864 590 3691 5807 internal_value=0 -0.00972078 0.0134932 -0.00232456 -0.0103328 0.00689483 0.0054071 -0.00804254 -0.00361885 0.014213 0.00308276 -0.00163472 0.00444369 -0.00524705 -0.00241499 0.00177025 0.00809263 -0.00332669 0.012417 -0.00588332 -0.00854859 -0.0105894 0.00711652 0.00161634 0.00694631 0.0114936 -0.00324043 6.30279e-05 -0.000577619 -0.00415709 internal_weight=0 50918.3 36459.7 3891.51 47026.8 3586.54 2709.88 4737.67 3266.8 32873.2 1452.62 1472.46 624.708 1794.34 1273.77 1063.19 1257.26 1013.83 2680.19 1540.32 4286.02 42289.1 321.129 303.579 872.997 876.655 451.654 601.129 521.681 845.504 internal_count=911180 733042 178138 39189 693853 22916 18546 61781 34919 155222 11080 14255 4270 20664 12629 8619 7466 10525 13202 18054 57096 632072 1923 2347 5458 4370 4685 5272 4682 9142 is_linear=0 shrinkage=0.01 Tree=103 num_leaves=31 num_cat=0 split_feature=11 10 1 1 1 10 10 2 2 1 10 10 10 10 1 10 2 1 10 10 1 5 10 10 5 2 2 2 1 2 split_gain=138360 102.656 24.7256 23.7718 20.9147 8.10294 8.08386 6.38722 3.91966 3.26237 2.60205 2.31068 1.84657 1.59107 1.54593 1.3586 1.85273 1.24548 1.02197 1.01388 0.955575 0.922873 0.804886 0.801874 0.801971 0.764063 0.88729 0.63865 0.594203 0.576158 threshold=1.0000000180025095e-35 3.3250000000000006 -65.499999999999986 -32.499999999999993 -59.499999999999993 6.0550000000000006 3.2950000000000004 1.0000000180025095e-35 0.76506899055918665 -65.499999999999986 2.3350000000000004 4.495000000000001 2.5750000000000006 3.3950000000000005 -32.499999999999993 6.1150000000000011 1.0000000180025095e-35 -22.499999999999996 8.8850000000000016 7.0450000000000008 -30.499999999999996 1.5000000000000002 6.9050000000000011 8.1200000000000028 3.5000000000000004 1.0000000180025095e-35 0.98936170212765973 1.0000000180025095e-35 -1.0000000180025095e-35 0.72245564892623726 decision_type=2 10 8 8 10 10 8 2 2 10 10 10 10 10 10 10 2 10 10 10 10 10 10 10 10 2 2 2 8 2 left_child=13 3 7 6 5 9 12 22 21 11 20 -4 -2 28 -12 16 -6 -17 19 29 -5 -9 -3 24 -23 -11 -27 -8 -1 -7 right_child=1 2 4 10 15 18 27 8 -10 25 14 -13 -14 -15 -16 17 -18 -19 -20 -21 -22 23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.010915880244660043 0.015399696725002184 0.015809412871951017 0.015003214689685905 0.014252065595030568 0.015975261958063265 0.015156987055218958 0.014607434910064204 0.017011222366123208 0.015744414513447873 0.015674394525977586 0.014482903753899894 0.015644409852080331 0.016122011324944091 -0.010785297915248659 0.015930591233088202 0.015492090649994327 0.016813836953843597 0.019164123490921538 0.015495694293221386 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internal_value=0 0.0147689 0.0156528 0.0144511 0.0152846 0.014982 0.0151511 0.0163476 0.0166396 0.0153288 0.0143248 0.0152129 0.0157629 -0.0108038 0.0145005 0.0163788 0.016516 0.0156549 0.0145098 0.0144603 0.0142598 0.0168289 0.0156942 0.0165639 0.0166574 0.016316 0.0167135 0.0148296 -0.0109748 0.0148388 internal_weight=0 36549.1 9664.29 26884.8 6316.63 4948.3 4110.24 3347.66 2313.58 2853.12 22774.6 2553.55 1415.75 50239.3 6152.55 1368.32 1150.36 217.964 2095.18 1995.07 16622 1909.83 1034.08 778.488 717.513 299.569 184.97 2694.48 4908.71 522.433 internal_count=911180 169666 42790 126876 28439 22591 18558 14351 9826 12745 108318 11459 6192 741514 28849 5848 4887 961 9846 9403 79469 8061 4525 3318 3047 1286 785 12366 62954 2394 is_linear=0 shrinkage=0.01 Tree=104 num_leaves=31 num_cat=0 split_feature=11 12 10 12 12 10 10 1 12 10 12 12 10 10 10 2 12 1 2 2 12 12 12 2 2 12 1 12 12 1 split_gain=136564 238.628 31.7568 28.3625 12.5877 10.4253 7.10305 6.01719 4.84509 3.96534 2.55918 2.00837 1.90913 1.51362 1.37239 1.219 1.13957 1.07156 1.02269 0.958504 0.909199 0.864323 0.806434 0.7545 0.744075 0.676018 0.568507 0.531221 0.521725 0.521207 threshold=1.0000000180025095e-35 0.51461192965507518 3.2050000000000005 0.026551560498774003 0.98755538463592529 2.6750000000000003 2.6750000000000003 -32.499999999999993 0.13270235061645502 7.0450000000000008 0.13270235061645502 0.0011766494717448501 3.2050000000000005 2.3350000000000004 3.8350000000000004 0.012270400481782552 0.00048551171494175006 -74.499999999999986 0.012270400481782552 1.0000000180025095e-35 0.0011766494717448501 0.8784809708595277 0.97252115607261669 0.98936170212765973 0.019324122479462254 0.98755538463592529 -59.499999999999993 0.8784809708595277 0.18897357583045957 -5.4999999999999991 decision_type=2 2 10 2 2 10 10 8 2 10 2 2 8 10 10 2 2 8 2 2 2 2 2 2 2 2 8 2 2 8 left_child=8 3 7 6 19 28 16 12 20 14 18 -8 -3 25 29 -12 -2 -11 -7 -4 -1 -21 -15 -16 -13 -9 -19 -10 -5 -6 right_child=1 2 4 5 9 10 11 13 27 17 15 24 -14 22 23 -17 -18 26 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010763633739590854 0.018485129327745067 0.015052552995557788 0.015420122783861201 0.015773801850297631 0.015062996343695179 0.016969686958287135 0.019663012646100538 0.014492427203334006 -0.011228205447788362 0.015042172560679029 0.01615798778643469 0.018043730733254645 0.014522621673477848 0.015015056440095461 0.015106412347237275 0.017038190470028362 0.017023526705180807 0.014181527845238665 0.017993101163304534 0.016235573172779866 -0.010916617131814053 0.015680440897797791 0.01433978212072229 0.014637247886560701 0.018910746663009476 0.014157892594855663 0.014604493769164053 -0.011644259919829116 0.015154384550771022 0.01460164698888693 leaf_weight=43907.015461780131 67.896478995680809 974.77770155668259 551.50752660632133 277.08010831475258 305.7880076020956 136.30660133063793 355.95770180225372 628.47756657004356 1197.3187604174018 222.6743202060461 228.53921519219875 133.43870577216148 2246.7247898876667 182.84339383244514 3034.7204827517271 505.04103800654411 248.87543967366219 1126.2180543094873 344.24032458662987 506.72622898221016 4261.9028385728598 628.13386914134026 5396.4660024642944 386.42153066396713 383.34426012635231 15544.084067940712 442.69101531803608 412.65124808996916 267.02580539882183 1229.3791279941797 leaf_count=669003 274 4379 2425 1200 1372 564 1426 2943 12674 1002 971 541 10488 825 13591 2090 1032 5423 1398 2149 56348 2728 25588 1790 1541 74969 2060 3489 1193 5704 internal_value=0 0.0146995 0.0144588 0.0174269 0.0149893 0.0166201 0.0186195 0.0142796 -0.0107952 0.0147962 0.0171356 0.019085 0.014683 0.0142199 0.014942 0.016764 0.0173368 0.014393 0.0177028 0.0157621 -0.0107772 0.0159283 0.0143619 0.0150534 0.0186869 0.0141709 0.0143009 -0.0113348 0.0154698 0.0146935 internal_weight=0 36355.4 33407.6 2947.75 8434.26 1758.23 1189.51 24973.4 49778.9 6747.89 1214.13 872.741 3221.5 21751.9 4956.31 733.58 316.772 1791.58 480.547 1686.37 48168.9 1134.86 5579.31 3421.14 516.783 16172.6 1568.91 1609.97 544.106 1535.17 internal_count=911180 169666 157436 12230 38244 7416 4814 119192 741514 30942 5023 3508 14867 104325 22457 3061 1306 8485 1962 7302 725351 4877 26413 15381 2082 77912 7483 16163 2393 7076 is_linear=0 shrinkage=0.01 Tree=105 num_leaves=31 num_cat=0 split_feature=11 12 10 12 12 10 10 48 12 10 10 12 6 12 6 2 12 6 10 10 2 3 12 12 12 2 12 10 10 6 split_gain=134795 227.796 30.4075 26.9054 11.6012 9.92439 6.71875 4.94299 4.69002 4.08439 2.52269 2.4302 2.12511 1.89585 1.16941 1.16019 1.08031 1.02334 0.983405 1.11345 0.970741 0.922493 0.880503 0.876565 0.716808 0.7038 0.615132 0.610189 0.605934 0.563067 threshold=1.0000000180025095e-35 0.51461192965507518 3.2950000000000004 0.026551560498774003 0.98755538463592529 2.6750000000000003 2.6750000000000003 1.0000000180025095e-35 0.13270235061645502 7.0450000000000008 3.2950000000000004 0.13270235061645502 3.5000000000000004 0.0011766494717448501 30.500000000000004 0.012270400481782552 0.00048551171494175006 4.5000000000000009 4.495000000000001 6.1150000000000011 0.012270400481782552 1.0000000180025095e-35 0.0013712961226701001 0.97252115607261669 0.8784809708595277 0.019324122479462254 0.97252115607261669 2.3350000000000004 7.0550000000000006 16.500000000000004 decision_type=2 2 10 2 2 10 10 2 2 10 8 2 2 2 2 2 2 2 10 10 2 2 2 2 2 2 2 10 10 2 left_child=8 3 7 6 21 -5 16 12 22 17 -9 20 23 -8 28 -13 -2 18 -6 -20 -7 -4 -1 -3 -23 -15 -14 -25 -11 -12 right_child=1 2 4 5 9 11 13 10 -10 14 29 15 26 25 -16 -17 -18 -19 19 -21 -22 24 -24 27 -26 -27 -28 -29 -30 -31 leaf_value=-0.010755827064340664 0.018330266912744843 0.014516922269655938 0.01528642928924373 0.015386220180734536 0.014609657819352506 0.016852649584770566 0.01947528201775213 0.014975772645665495 -0.011319918959841177 0.014033865487740967 0.014365441305866252 0.016059557158205628 0.015087826131564175 0.017900271408297874 0.015467038933079451 0.016919833252578089 0.01690579137035016 0.015123518081576411 0.015116892700401646 0.0145650379098242 0.017851142795118905 0.016090374718790594 -0.010910541245359806 0.014073552046213411 0.015600055946052818 0.018744270971824663 0.014362816937483616 0.014214952327535668 0.014422318627512512 0.014982328185786223 leaf_weight=43709.780540175736 67.78594633936882 535.90158407390118 437.39798481762409 541.60403545200825 1504.5513592362404 135.88280330598354 355.79580160975456 1025.6885341703892 1596.0416100472212 653.33477982878685 2742.2168517708778 227.64503307640553 121.20446400344372 133.16441620886326 86.134032815694809 503.49587543308735 248.1064168959856 1366.047249481082 1262.4690221995115 514.65676984190941 343.51169043779373 546.18740336596966 4016.5180119648576 13207.376827329397 656.57395792007446 382.88367818295956 3394.2720651626587 3968.9755585938692 1042.0022266209126 156.40043179690838 leaf_count=671943 274 2506 1939 2393 6978 564 1426 4632 16163 3190 12972 971 544 541 377 2090 1032 6110 5643 2396 1398 2330 53408 64238 2861 1541 16060 19037 4918 705 internal_value=0 0.014631 0.0143949 0.017299 0.014929 0.0165114 0.018461 0.0142235 -0.0107867 0.0147375 0.0145495 0.0170148 0.0141632 0.0189137 0.0143304 0.016652 0.0172115 0.0148935 0.0147978 0.0149571 0.0175681 0.0156797 -0.0107688 0.0141187 0.0158227 0.0185265 0.0143878 0.0141062 0.0142726 0.0143987 internal_weight=0 36161.3 33221.4 2939.88 8069.35 1752.14 1187.74 25152 49322.3 6429.2 3924.31 1210.54 21227.7 871.844 1781.47 731.141 315.892 4647.72 3281.68 1777.13 479.394 1640.16 47726.3 17712.3 1202.76 516.048 3515.48 17176.4 1695.34 2898.62 internal_count=911180 169666 157436 12230 36742 7416 4814 120694 741514 29612 18309 5023 102385 3508 8485 3061 1306 21127 15017 8039 1962 7130 725351 85781 5191 2082 16604 83275 8108 13677 is_linear=0 shrinkage=0.01 Tree=106 num_leaves=31 num_cat=0 split_feature=11 12 12 12 6 12 12 6 6 12 12 6 3 12 12 12 3 12 12 3 3 3 6 12 3 3 3 5 12 0 split_gain=133056 217.517 25.5323 22.9993 6.46725 4.54153 3.40035 3.0798 2.2894 2.14468 1.53902 1.49423 1.27057 1.36287 1.07303 1.06475 0.687996 0.665644 0.650024 0.619354 0.577675 0.524994 0.477847 0.432612 0.403008 0.596489 0.390183 0.388566 0.383836 0.377333 threshold=1.0000000180025095e-35 0.51461192965507518 0.026551560498774003 0.98755538463592529 7.5000000000000009 0.068259380757808671 0.00048551171494175006 3.5000000000000004 4.5000000000000009 0.9999937415122987 0.13270235061645502 3.5000000000000004 0.16749174917491746 0.99999910593032848 0.8784809708595277 0.13270235061645502 0.50155279503105599 0.8784809708595277 0.0006371206545736001 0.26365441906653431 0.51234756097560985 1.0000000180025095e-35 3.5000000000000004 0.8784809708595277 0.49341991341991348 0.25108695652173912 0.26944684528954194 1.5000000000000002 0.0070173616986721008 1.0000000180025095e-35 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 10 2 2 left_child=5 2 6 8 9 18 22 10 14 20 26 19 -6 -14 -3 -9 24 -7 -1 -8 -5 -10 -2 -23 25 27 -4 -11 -21 -12 right_child=1 3 7 4 12 17 11 15 21 16 29 -13 13 -15 -16 -17 -18 -19 -20 28 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.01074603104712136 0.018755137240918391 0.01525485503209012 0.016184264978578541 0.014301131651469096 0.014167720759547529 -0.011153398837282183 0.017200304996290296 0.017513811608595102 0.014956742311231144 0.014073999454610644 0.016013845750319767 0.018494282194989001 0.014889661259629592 0.014511398849044501 0.014809421327684627 0.016641973089303479 0.014235750586660434 -0.011607224807283217 -0.010870679914287692 0.018237438910266759 0.014536061671490481 0.016002751919759729 0.019502070103016585 0.015500941248627309 0.014031858735298094 0.014302109959771362 0.016794533768370496 0.014275755730661628 0.017535110867554785 0.015547985215271315 leaf_weight=42233.470066864043 163.85898454487324 943.78848406672478 166.25360189378262 3825.4817764312029 613.89897885918617 1586.5988897010684 203.3751045614481 238.87708435952663 102.74470897018909 6641.8009237200022 424.1046222448349 326.4906617552042 1542.3279868811369 2490.6988250762224 1266.609461709857 338.69156637787819 5359.8732447177172 405.87101414054632 4643.6202044487 166.54809594154358 1440.8955690860748 307.56923808157444 179.44742387533188 389.18452832102776 5127.8654520213604 1866.5845834463835 283.28254961967468 1114.7963668704033 146.05691304802895 294.66640514135361 leaf_count=656411 660 4207 710 18256 2962 17675 841 980 466 32322 1825 1319 7019 11653 5810 1421 25688 3489 63939 675 6740 1318 719 1706 25069 8895 1187 5325 600 1293 internal_value=0 0.0145638 0.0171743 0.0143321 0.0142486 -0.0107783 0.0183067 0.0164052 0.0151655 0.0141858 0.0161099 0.0179648 0.0145915 0.0146561 0.0149996 0.0170026 0.0141387 -0.0112458 -0.0107584 0.0176298 0.0143654 0.0156241 0.0191456 0.0157225 0.0141035 0.0141416 0.0165688 0.014103 0.0179093 0.0158229 internal_weight=0 35965.8 2931.65 33034.1 30024.2 48869.6 1185.78 1745.88 3009.9 25377.3 1168.31 842.471 4646.93 4033.03 2210.4 577.569 20110.9 1992.47 46877.1 515.98 5266.38 799.498 343.306 696.754 14751 9623.18 449.536 7756.6 312.605 718.771 internal_count=911180 169666 12230 157436 143929 741514 4814 7416 13507 122295 5015 3435 21634 18672 10017 2401 97299 21164 720350 2116 24996 3490 1379 3024 71611 46542 1897 37647 1275 3118 is_linear=0 shrinkage=0.01 Tree=107 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 1 2 10 1 1 10 1 2 1 10 1 2 6 2 10 1 6 5 10 2 6 1 1 5 2 split_gain=54316.9 5071.21 2610.66 1871.21 1812.97 1492.53 1351.31 853.92 749.049 582.804 531.68 511.931 397.133 435.895 359.527 430.429 284.954 279.872 255.84 254.69 288.762 249.289 305.994 225.67 214.303 194.504 300.422 218.314 203.176 192.92 threshold=3.3550000000000004 -32.499999999999993 4.5000000000000009 1.0000000180025095e-35 6.0550000000000006 -90.499999999999986 0.98936170212765973 4.5750000000000011 -361.49999999999994 -45.499999999999993 5.4150000000000009 -192.49999999999997 1.0000000180025095e-35 -37.499999999999993 2.3350000000000004 -32.499999999999993 0.028778467908902653 31.500000000000004 0.012270400481782552 4.0550000000000006 -1.0000000180025095e-35 28.500000000000004 5.5000000000000009 7.4250000000000007 0.33460559796437661 23.500000000000004 -61.499999999999993 -60.499999999999993 2.5000000000000004 0.012270400481782552 decision_type=10 8 2 10 10 8 2 10 10 10 10 10 2 8 10 10 2 2 2 10 8 2 10 10 2 2 8 10 10 2 left_child=1 3 4 17 7 11 16 8 -2 -7 -8 24 13 -9 -3 -16 -4 -1 -5 20 -18 22 25 -24 -6 -21 -27 28 -28 -10 right_child=2 14 6 18 5 9 10 12 29 -11 -12 -13 -14 -15 15 -17 19 -19 -20 21 -22 -23 23 -25 -26 26 27 -29 -30 -31 leaf_value=0.0097729268271989286 0.0030801058686712019 0.013554779606527661 -0.0041080558818485224 0.0037778524665091785 0.0071822836409407807 0.010585168586950475 -0.0055127566288264299 6.6603973063858262e-05 0.00021249728080121417 -0.008330316396031703 0.011547064992389309 -0.0091158739076265954 -0.0070484938577021414 -0.0074256388888372746 0.011318194923038561 -0.0024442124123553138 -0.0078331493755100998 0.00066567928843465894 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120539 6680 270550 1129 567 2364 9634 2991 2587 1192 29469 internal_value=0 0.010485 -0.0061677 0.00325802 -0.00352926 0.00313736 -0.00802821 -0.00476576 -0.00128234 0.00885656 0.00502387 -0.00444668 -0.00608709 -0.00301597 0.0127481 0.0108606 -0.00836016 0.00874694 -0.00135249 -0.00858049 -0.00508799 -0.00883267 -0.00753784 0.00490638 0.00296482 -0.00779439 -0.00416506 0.000627239 0.0041715 -0.00464776 internal_weight=0 31006.6 53182.7 7394.14 21993.4 3441.01 31189.3 18552.4 5102.01 1961.68 773.551 1479.32 13450.4 3206.73 23612.4 7070.28 30415.7 3375.51 4018.63 28917.3 1947.42 26969.9 9584.67 193.604 571.76 9391.06 1276 645.929 470.908 2880.13 internal_count=911180 188401 722779 64873 263126 32053 459653 231073 54641 13209 6202 18844 176432 35787 123528 40715 453451 21874 42999 434626 25437 409189 138639 1696 5164 136943 16404 6770 4183 35677 is_linear=0 shrinkage=0.01 Tree=108 num_leaves=31 num_cat=0 split_feature=11 10 48 10 48 6 10 2 10 10 6 10 2 6 10 10 6 6 10 2 10 10 5 10 2 2 10 10 6 10 split_gain=130374 95.1766 17.4368 17.0771 14.5733 12.3109 9.35601 5.60139 4.5823 3.72553 2.51142 2.49822 2.3438 2.25681 1.69653 1.5584 1.53918 1.36391 1.30468 1.29971 1.13439 1.08452 1.06671 1.02739 0.852998 0.726736 0.670178 0.658345 0.613603 1.05487 threshold=1.0000000180025095e-35 3.3250000000000006 1.0000000180025095e-35 6.1150000000000011 1.0000000180025095e-35 30.500000000000004 3.2950000000000004 0.055738304093567205 4.495000000000001 8.8850000000000016 3.5000000000000004 7.0450000000000008 0.69789381307591059 9.5000000000000018 2.5750000000000006 3.3950000000000005 1.5000000000000002 3.5000000000000004 4.995000000000001 0.77442071785552036 2.3350000000000004 9.1600000000000019 1.5000000000000002 4.9850000000000012 0.055738304093567205 0.79531763417305601 3.5950000000000002 5.2950000000000008 4.5000000000000009 6.9850000000000012 decision_type=2 10 2 10 2 2 8 2 10 10 2 10 2 2 10 10 2 2 10 2 10 10 10 10 2 2 10 10 2 10 left_child=15 2 10 4 8 9 14 -6 17 11 20 19 16 -8 -4 -1 -9 -3 23 28 -2 -11 -13 -10 -20 -7 -19 -14 -5 -30 right_child=1 3 6 5 7 25 13 12 18 21 -12 22 27 -15 -16 -17 -18 26 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.010937743824574568 0.013941518054805008 0.014632125426897419 0.015042672467737406 0.014857415364031757 0.015530260020440216 0.016714780645962209 0.01433482855516683 0.016255680294885552 0.015588985779061232 0.017126165183484407 0.014275657213505759 0.015074244491911184 0.016091920761704192 0.015269014263068552 0.015738068495605523 -0.010746884931926989 0.016860974041795148 0.014853921468217374 0.015389316768783044 0.014314347048535399 0.014129114393974032 0.015383385638583241 0.014115526310763007 0.014777960037973322 0.016261227141830977 0.01539123745354515 0.015598263053629631 0.015337144896612561 0.016226989948001438 0.014858515152147622 leaf_weight=4745.9363352358341 13654.02170330286 1326.8372831493616 700.30639591813087 352.95812812447548 1214.459823384881 287.49287778139114 2997.9830074459314 852.02476681768894 456.40291057527065 54.909037947654724 3589.6429989337921 125.1321958899498 257.69472566246986 283.01230935752392 703.02030870318413 43403.409290064126 828.71728323400021 226.5698336660862 166.38533627986908 308.92502047121525 4219.5514191240072 102.10523815453053 1599.888613730669 237.46198616921902 344.55678389966488 48.48194982111454 259.5065580457449 209.52271792292595 109.84661453962326 115.61433930695057 leaf_count=62954 67423 6188 3178 1620 5358 1216 14284 3654 2013 229 17174 571 1112 1271 3079 678560 3490 1037 738 1473 20467 458 7779 1087 1479 215 1140 934 473 526 internal_value=0 0.0144662 0.0141549 0.0153243 0.0156203 0.0147161 0.0147077 0.0160731 0.0151158 0.0144968 0.0140343 0.0144069 0.01638 0.0144154 0.015391 -0.0107657 0.0165541 0.0147981 0.0155938 0.014838 0.0139858 0.0159928 0.0141851 0.0153114 0.0159773 0.0165238 0.0152513 0.0157534 0.0151177 0.0155252 internal_weight=0 35633 26147.5 9485.49 6380.14 3105.35 4684.32 3362.42 3017.72 2769.38 21463.2 2612.36 2147.96 3281 1403.33 48149.3 1680.74 1812.91 1204.81 887.344 17873.6 157.014 1725.02 693.865 510.942 335.975 486.076 467.217 578.419 225.461 internal_count=911180 169666 126876 42790 28230 14560 21812 14548 13682 13129 105064 12442 9190 15555 6257 741514 7144 8365 5317 4092 87890 687 8350 3100 2217 1431 2177 2046 2619 999 is_linear=0 shrinkage=0.01 Tree=109 num_leaves=31 num_cat=0 split_feature=11 12 12 12 1 12 6 1 12 6 1 6 6 12 1 1 3 12 6 12 2 1 1 12 12 12 6 2 2 2 split_gain=128708 206.967 23.7424 22.7548 7.80865 4.32983 4.11904 3.55517 3.20129 3.0049 2.00018 1.74781 1.49139 1.27291 1.25806 1.14328 1.136 1.07535 1.0551 0.992432 0.834655 0.803124 0.685476 0.632501 0.6305 0.584434 0.574537 0.551715 0.506572 0.495824 threshold=1.0000000180025095e-35 0.51461192965507518 0.026551560498774003 0.99473056197166454 -32.499999999999993 0.068259380757808671 9.5000000000000018 -1.0000000180025095e-35 0.00048551171494175006 3.5000000000000004 -390.49999999999994 30.500000000000004 3.5000000000000004 0.13270235061645502 -65.499999999999986 -64.499999999999986 0.50155279503105599 0.8784809708595277 7.5000000000000009 0.13270235061645502 0.96213569039656011 -65.499999999999986 -62.499999999999993 0.8784809708595277 0.0006371206545736001 0.8784809708595277 4.5000000000000009 1.0000000180025095e-35 0.023937770392229853 0.047905909351692456 decision_type=2 2 2 2 8 2 2 8 2 2 10 2 2 2 10 10 2 2 2 2 2 8 10 2 2 2 2 2 2 2 left_child=5 2 8 7 11 24 16 17 -2 10 -4 14 21 29 -5 -16 -6 27 25 -11 -17 -10 -23 -7 -1 -9 -19 -3 -15 -12 right_child=1 3 9 4 6 23 -8 18 12 19 13 -13 -14 28 15 20 -18 26 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010725510657527273 0.018863556488851459 0.015070096596280308 0.015261930994343744 0.014517351497259941 0.013905326060904446 -0.011127376428231131 0.014347571381020332 0.0147349822420411 0.017857990755794296 0.017296571512364169 0.016183155536255271 0.014989317095761104 0.018245849711227717 0.015479343770612353 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980 535 2141 1319 885 5075 5601 23037 4589 806 1421 2793 591 674 3489 63939 3654 1965 2647 1291 812 internal_value=0 0.0144025 0.016956 0.0141738 0.0140803 -0.0107575 0.0139979 0.0149226 0.0180491 0.0162104 0.0159171 0.014408 0.0177164 0.0161808 0.0143562 0.0142099 0.0139469 0.0151517 0.0144924 0.0168019 0.014364 0.0173805 0.0170527 -0.0112185 -0.0107378 0.014374 0.0149828 0.0154222 0.0158673 0.0166727 internal_weight=0 35433.7 2913.28 32520.4 28912.9 47706.3 23100.8 3607.48 1181.28 1732 1157.87 5812.15 838.659 825.635 5337.25 2797.19 20160.7 2354.26 1253.22 574.125 1769.15 513.164 304.287 1954.19 45752.1 1074.42 1449.39 904.88 504.287 321.348 internal_count=911180 169666 12230 157436 140968 741514 113467 16468 4814 7416 5015 27501 3435 3523 25360 13469 99502 10540 5928 2401 8394 2116 1265 21164 720350 5122 6554 3986 2176 1347 is_linear=0 shrinkage=0.01 Tree=110 num_leaves=31 num_cat=0 split_feature=11 12 12 12 6 12 12 6 6 12 12 6 12 2 12 12 12 12 12 2 12 6 2 2 2 2 0 2 2 6 split_gain=127067 197.828 22.5537 21.8066 5.78694 4.19222 3.02937 2.8618 2.55973 1.56679 1.47961 1.41323 1.34886 1.25404 1.19959 0.943469 0.715914 0.611518 0.610675 0.499104 0.525841 0.469294 0.44671 0.43862 0.373432 0.563762 0.361011 0.356532 0.557034 0.309291 threshold=1.0000000180025095e-35 0.51461192965507518 0.026551560498774003 0.99473056197166454 7.5000000000000009 0.068259380757808671 0.00048551171494175006 3.5000000000000004 4.5000000000000009 0.9999937415122987 0.8784809708595277 3.5000000000000004 0.13270235061645502 0.82683658170914553 0.99999910593032848 0.13270235061645502 0.8784809708595277 0.8784809708595277 0.0006371206545736001 0.88956639566395668 0.0070173616986721008 3.5000000000000004 0.98936170212765973 0.49184758529020828 0.49844720496894418 0.091372912801484213 1.0000000180025095e-35 0.50144508670520238 0.74891304347826104 4.5000000000000009 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 2 2 2 2 2 2 left_child=5 2 6 8 9 18 21 12 10 23 -3 19 -4 14 -6 -9 -10 -7 29 20 -8 -2 -18 -5 25 -11 -14 -26 -29 -1 right_child=1 3 7 4 13 17 11 15 16 24 -12 -13 26 -15 -16 -17 22 -19 -20 -21 -22 -23 -24 -25 27 -27 -28 28 -30 -31 leaf_value=-0.010754608152385159 0.018310579125070024 0.015012691242449661 0.016256463815658168 0.014228797685791619 0.014648489173586406 -0.011115005077693411 0.017696040410669994 0.017172393223374011 0.015662324370758852 0.013910011395880238 0.014517406354796572 0.018097587488079766 0.015741568885055183 0.013909210520637717 0.014284346312385206 0.016348069383147229 0.015178759996204527 -0.011555756438070221 -0.010840499971159686 0.016454659976395697 0.01700592766286518 0.019052046905010722 0.014253677825662191 0.014034482829038984 0.013822165506240569 0.014073374381516962 0.015282583701203655 0.014081764589185483 0.013869148824162979 -0.010697208899432443 leaf_weight=14629.945883795619 163.10852606594563 928.78005827963352 444.28743714094162 2234.1931264102459 1435.8008968234062 1541.4929590895772 238.27481058239937 237.02972608804703 343.29409846663475 5658.6889351159334 1720.4696997851133 324.88323560357094 418.60101300477982 550.91677105426788 2445.5627036243677 335.19179056584835 538.59764882922173 395.57087267190218 4501.7566708810627 67.726867020130157 205.75348453223705 179.08206664025784 57.801229521632195 2419.824587777257 5006.5814424604177 3370.8330363929272 290.14262567460537 1825.0573244094849 3793.4698709100485 26198.211197443306 leaf_count=225591 660 4207 1897 10743 6656 17675 974 980 1496 28038 8081 1319 1825 2730 11680 1421 2407 3489 63939 286 856 719 277 11860 25058 16424 1293 8890 18889 430820 internal_value=0 0.0143397 0.0168398 0.0141151 0.0140234 -0.0107494 0.017906 0.0161114 0.0148501 0.0139628 0.014691 0.0175818 0.0158245 0.0143557 0.0144191 0.0166895 0.0152985 -0.011205 -0.01073 0.0172543 0.0173763 0.0186986 0.0150891 0.0141278 0.0139237 0.013971 0.0155537 0.0138835 0.0139382 -0.0107178 internal_weight=0 35234 2904.08 32329.9 28740.9 47267 1178.83 1725.25 3588.94 24308.6 2649.25 836.638 1153.03 4432.28 3881.36 572.222 939.693 1937.06 45329.9 511.755 444.028 342.191 596.399 4654.02 19654.6 9029.52 708.744 10625.1 5618.53 40828.2 internal_count=911180 169666 12230 157436 140968 741514 4814 7416 16468 119902 12288 3435 5015 21066 18336 2401 4180 21164 720350 2116 1830 1379 2684 22603 97299 44462 3118 52837 27779 656411 is_linear=0 shrinkage=0.01 Tree=111 num_leaves=31 num_cat=0 split_feature=11 10 1 1 1 10 10 3 3 10 10 3 1 10 10 1 10 10 10 1 10 5 10 5 2 3 1 3 2 2 split_gain=125452 84.3578 19.1831 18.9439 16.3249 6.82776 6.53702 5.15396 2.98347 2.6507 2.08901 1.5355 1.42687 1.42044 1.38215 1.24714 0.91986 0.846355 0.774346 0.697826 0.669258 0.668821 0.658569 0.617218 0.561953 0.542567 0.528614 0.518452 0.483259 0.441973 threshold=1.0000000180025095e-35 3.3250000000000006 -65.499999999999986 -32.499999999999993 -59.499999999999993 6.0550000000000006 3.2950000000000004 0.23123827392120072 0.99938118811881205 4.495000000000001 2.3350000000000004 0.37341365461847392 -65.499999999999986 3.3950000000000005 2.5750000000000006 -32.499999999999993 6.1150000000000011 8.8850000000000016 7.0450000000000008 -30.499999999999996 5.4750000000000005 1.5000000000000002 8.1200000000000028 3.5000000000000004 1.0000000180025095e-35 0.51234756097560985 -1.0000000180025095e-35 0.42807881773399015 1.0000000180025095e-35 0.62532051282051293 decision_type=2 10 8 8 10 10 8 2 2 10 10 2 10 10 10 10 10 10 10 10 10 10 10 10 2 2 8 2 2 2 left_child=13 3 7 6 5 9 14 20 21 12 19 16 -4 26 -2 -12 29 18 27 25 -3 -9 23 -23 -13 -5 -1 -7 -8 -6 right_child=1 2 4 10 11 17 28 8 -10 -11 15 24 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010850263267758642 0.014856510298615068 0.015366684630691772 0.014508733289330894 0.013767871394427594 0.015277059094166573 0.014074046253612483 0.014124838012222293 0.016298806419358602 0.015158715004275515 0.015212622248620151 0.014010813768328417 0.015484869591983119 0.015897045573053839 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1481 4065 4746 1667 4612 28525 706 338 678560 3066 324 525 443 7009 767 2238 2646 271 403 2758 17563 12064 913 8301 713 internal_value=0 0.0142781 0.0150914 0.013982 0.0147601 0.0144863 0.0146185 0.0157107 0.0159795 0.0148092 0.0138661 0.0157386 0.0145708 -0.0107414 0.0151766 0.0140271 0.0153225 0.0140421 0.0139958 0.0138064 0.0151222 0.016142 0.0159135 0.0159988 0.0160156 0.0137997 -0.0109079 0.0143334 0.0143224 0.0155366 internal_weight=0 35033.1 9350.73 25682.4 6092.55 4760.33 3955.84 3258.18 2236.62 2756.38 21726.5 1332.22 1732.53 46831.4 1371.22 5882.49 532.439 2003.95 1907.13 15844 1021.56 1866.98 759.633 700.82 799.784 15681.8 4619.27 501.119 2584.62 420.812 internal_count=911180 169666 42790 126876 28439 22591 18558 14351 9733 12745 108318 5848 8133 741514 6192 28849 2384 9846 9403 79469 4618 8066 3320 3049 3464 78702 62954 2394 12366 1859 is_linear=0 shrinkage=0.01 Tree=112 num_leaves=31 num_cat=0 split_feature=1 6 6 2 2 5 0 3 2 3 6 2 3 3 0 5 5 6 0 1 1 6 2 48 5 1 3 5 0 2 split_gain=25555 5475.65 5255.62 1636.68 1337.33 999.311 871.32 1004.33 636.877 622.461 362.226 351.655 319.644 326.542 228.299 224.89 216.29 212.083 206.811 196.936 190.617 185.341 181.912 172.425 153.431 142.111 137.314 145.071 135.503 129.689 threshold=-1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 0.98936170212765973 0.091372912801484213 1.5000000000000002 1.0000000180025095e-35 0.22271825396825398 0.087337909992372217 0.51234756097560985 1.5000000000000002 0.019324122479462254 0.49341991341991348 0.25108695652173912 1.0000000180025095e-35 3.5000000000000004 5.5000000000000009 8.5000000000000018 1.0000000180025095e-35 -14.499999999999998 -144.49999999999997 353.50000000000006 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 -32.499999999999993 0.27320574162679429 5.5000000000000009 1.0000000180025095e-35 0.98936170212765973 decision_type=8 2 2 2 2 10 2 2 2 2 2 2 2 2 2 10 10 2 2 10 10 2 2 2 10 10 2 10 2 2 left_child=1 4 9 11 8 21 7 -6 10 12 18 20 13 -2 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internal_weight=0 47919 33311 28980.4 18938.7 9293.39 12596.7 8979.33 6341.93 24017.6 5679.95 28159 17781.2 11471.1 26485 6236.38 821.31 2610.73 4964.58 3617.4 1673.99 6682.66 1860.83 3434.88 2784.56 3151.79 1263.07 1127.31 6019.79 6310.74 internal_count=911180 648349 262831 438287 210062 100765 151901 116033 58161 162066 54472 432058 113007 77258 410964 49059 6229 35067 45000 35868 21094 65698 14797 33067 22273 29381 16617 15431 46426 60808 is_linear=0 shrinkage=0.01 Tree=113 num_leaves=31 num_cat=0 split_feature=11 10 1 1 1 10 10 10 10 0 1 10 10 1 10 0 10 10 1 10 10 10 1 0 1 0 10 1 5 10 split_gain=123273 84.1172 19.9005 19.6422 16.6281 6.52308 6.44049 2.63311 2.07787 1.77632 1.45226 1.41147 1.3403 1.26019 0.994576 0.978979 0.977723 1.2543 0.930019 0.855884 0.85981 0.746667 0.728734 0.663764 0.552528 0.539147 0.504962 0.52432 0.492855 0.461213 threshold=1.0000000180025095e-35 3.3250000000000006 -32.499999999999993 -65.499999999999986 -59.499999999999993 6.0550000000000006 3.2950000000000004 4.495000000000001 2.3350000000000004 1.0000000180025095e-35 -65.499999999999986 3.3950000000000005 2.5750000000000006 -32.499999999999993 6.1150000000000011 1.0000000180025095e-35 9.0500000000000025 6.285000000000001 -22.499999999999996 8.8850000000000016 7.0450000000000008 7.3800000000000008 -30.499999999999996 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 6.3250000000000011 -90.499999999999986 1.5000000000000002 3.5950000000000002 decision_type=2 10 8 8 10 10 8 10 10 2 10 10 10 10 10 2 10 10 10 10 10 10 10 2 8 2 10 10 10 10 left_child=11 2 6 9 5 7 12 10 22 16 15 24 -2 23 25 29 17 -3 -16 20 -7 -11 -4 -10 -1 -6 27 -19 -28 -5 right_child=1 3 8 4 14 19 -8 -9 13 21 -12 -13 -14 -15 18 -17 -18 26 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.010838425741663816 0.014794975992484081 0.01584455388877868 0.013715590029601208 0.014383130030812579 0.015925767229957418 0.014272273668144242 0.014261033234114808 0.015118760113628104 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221.21214085817337 71.583010599017143 199.91254381835461 491.80508205294609 leaf_count=50890 3126 8005 78702 1840 3438 2394 12366 4612 16546 3039 338 678560 3066 324 922 3694 601 18 39 443 7009 462 767 11979 12064 1449 973 341 912 2261 internal_value=0 0.0141994 0.013902 0.0150137 0.0146769 0.0143989 0.014556 0.0147156 0.0137825 0.0156413 0.0144768 -0.0107311 0.015111 0.0139437 0.0156659 0.0144138 0.0157726 0.0157235 0.0150345 0.0139626 0.0139157 0.0152246 0.0137225 0.0139272 -0.0108979 0.0157846 0.0152781 0.0145276 0.0154134 0.014641 internal_weight=0 34738.8 25445.4 9293.41 6048.05 4721.01 3934.13 2735.49 21511.3 3245.36 1718.06 46226.2 1365.18 5828.37 1327.05 1640.88 2467.57 2325.81 209.996 1985.52 1889.23 777.785 15682.9 5756.25 4569.7 1117.05 497.085 75.9605 421.125 879.505 internal_count=911180 169666 126876 42790 28439 22591 18558 12745 108318 14351 8133 741514 6192 28849 5848 7795 10850 10249 961 9846 9403 3501 79469 28525 62954 4887 2244 359 1885 4101 is_linear=0 shrinkage=0.01 Tree=114 num_leaves=31 num_cat=0 split_feature=11 10 1 1 1 10 10 2 3 10 10 3 1 10 0 10 1 0 10 10 10 1 0 3 2 10 3 1 2 0 split_gain=121720 80.7016 19.109 18.8086 15.9231 6.25669 6.17288 5.18947 2.95541 2.5252 1.99517 1.52071 1.39155 1.36737 1.30947 1.28295 1.20898 0.938659 0.831736 0.821353 0.825485 0.699949 0.637121 0.60715 0.591643 0.581718 0.535274 0.535015 0.511156 0.584913 threshold=1.0000000180025095e-35 3.3250000000000006 -32.499999999999993 -65.499999999999986 -59.499999999999993 6.0550000000000006 3.2950000000000004 1.0000000180025095e-35 0.23123827392120072 4.495000000000001 2.3350000000000004 0.37341365461847392 -65.499999999999986 3.3950000000000005 1.0000000180025095e-35 2.5750000000000006 -32.499999999999993 1.0000000180025095e-35 6.1150000000000011 8.8850000000000016 7.0450000000000008 -30.499999999999996 1.0000000180025095e-35 0.51234756097560985 1.0000000180025095e-35 6.9050000000000011 0.42807881773399015 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 10 8 8 10 10 8 2 2 10 10 2 10 10 2 10 10 2 10 10 10 10 2 2 2 10 2 8 2 2 left_child=13 2 6 7 5 9 15 25 -9 12 21 18 17 27 -10 -2 22 -5 -6 20 26 23 -12 -4 -13 -3 -7 -1 -8 -30 right_child=1 3 10 4 11 19 28 8 14 -11 16 24 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.010829444224081585 0.014725510482448195 0.015052188468483592 0.01363110647086929 0.014574247237586413 0.015367556263358286 0.013946593284152034 0.013996554401201719 0.015027279195734542 0.016099190333599561 0.015043349893968517 0.013961804003774995 0.01530833867139675 0.015728141156736219 -0.010705218224494922 0.015352931845242992 0.015340187281886653 0.015179063368465891 0.01409328460399846 0.014391487970210524 0.014811247299769828 0.013736420504304693 0.014329310324504898 0.013747575742164762 0.01378103986358167 0.01599201328365837 0.014362579300179534 0.014619160181041849 -0.011089106831215558 0.014468309792134197 0.01409911820477453 leaf_weight=3502.2811056412756 673.1284803301096 846.99093247950077 11932.871684387326 874.7249604165554 416.7690352499485 299.58104120194912 825.65283659100533 387.12521126866341 1577.2598979324102 1012.3255131691694 3350.8929482996464 158.03975987434387 76.844520539045334 41271.057288005948 276.33053015172482 685.21617265045643 71.769313842058182 756.88460877537727 110.43547187745571 95.78385953605175 1382.4910101890564 160.27602198719978 2370.2177077829838 3490.9754378050566 635.8521490842104 142.9703307300806 195.58972652256489 1025.9451835379004 935.83663308620453 792.55529715120792 leaf_count=50890 3126 3843 61139 4101 1859 1481 4065 1764 6827 4612 16546 706 338 678560 1235 3066 324 3694 525 443 7009 767 11979 17563 2758 682 913 12064 4439 3862 internal_value=0 0.0141407 0.0138484 0.0149401 0.0146096 0.0143367 0.0144909 0.0155556 0.015822 0.0146476 0.0137308 0.0155794 0.0144131 -0.0107233 0.0159879 0.0150356 0.0138892 0.0143511 0.0151631 0.013908 0.0138619 0.0136719 0.0138731 0.013665 0.0158559 0.0149526 0.0142123 -0.0108883 0.0142012 0.014299 internal_weight=0 34535.4 25289.4 9246 6015.32 4694.23 3912.39 3230.68 2240.72 2720.78 21377 1321.1 1708.45 45799.3 1853.59 1358.34 5792.88 1631.61 527.205 1973.45 1877.66 15584.1 5721.11 15423.8 793.892 989.961 495.171 4528.23 2554.04 1728.39 internal_count=911180 169666 126876 42790 28439 22591 18558 14351 9826 12745 108318 5848 8133 741514 8062 6192 28849 7795 2384 9846 9403 79469 28525 78702 3464 4525 2394 62954 12366 8301 is_linear=0 shrinkage=0.01 Tree=115 num_leaves=31 num_cat=0 split_feature=11 12 10 12 12 10 1 10 12 10 2 10 10 12 12 12 12 5 10 10 2 10 12 2 1 12 0 2 12 0 split_gain=120191 174.059 25.8894 19.6335 9.23764 8.00328 5.45645 5.41499 3.77053 3.28711 1.90586 1.7183 1.31035 1.29432 1.22555 1.00624 0.925165 0.825268 0.741183 0.710233 0.671437 0.639301 0.603663 0.589356 0.57699 0.54891 0.546305 0.499099 0.442943 0.441751 threshold=1.0000000180025095e-35 0.51461192965507518 3.2950000000000004 0.026551560498774003 0.99473056197166454 2.6750000000000003 -32.499999999999993 3.1450000000000005 0.068259380757808671 7.0450000000000008 0.012270400481782552 3.2950000000000004 2.3350000000000004 0.13270235061645502 0.0013712961226701001 0.8784809708595277 0.0011766494717448501 1.5000000000000002 4.495000000000001 3.3250000000000006 0.98936170212765973 1.0450000000000002 0.97252115607261669 0.028778467908902653 -367.49999999999994 0.8784809708595277 1.0000000180025095e-35 1.0000000180025095e-35 0.97252115607261669 1.0000000180025095e-35 decision_type=2 2 10 2 2 10 8 10 2 10 2 8 10 2 2 2 2 10 10 10 2 10 2 2 10 2 2 2 2 2 left_child=8 3 6 7 15 -5 11 16 19 18 -7 -3 28 -12 -9 24 -2 -11 26 -1 -20 -18 -14 -16 -4 -10 -6 -26 -8 -24 right_child=1 2 4 5 9 10 12 14 25 17 13 -13 22 -15 23 -17 21 -19 20 -21 -22 -23 29 -25 27 -27 -28 -29 -30 -31 leaf_value=-0.010826890456878327 0.017166821716207682 0.014443960750682461 0.016125824737357145 0.014719111720663505 0.014336803222159428 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318.83061020076275 215.72923392057419 383.33277954906225 873.55075296759605 419.95045524835587 14703.347806528211 2228.4925023913383 leaf_count=55203 556 4580 310 2393 4691 1535 2212 1345 17675 776 1398 10488 878 2090 491 5323 643 7538 9393 665147 1584 482 15457 1297 986 3489 4291 1850 75700 11379 internal_value=0 0.0140829 0.013868 0.0164421 0.0143715 0.0157553 0.0137046 0.0174395 -0.0107156 0.0141756 0.0162103 0.0140961 0.0136459 0.0164723 0.0179287 0.0149832 0.0164925 0.0137975 0.0143245 -0.0106967 0.0144433 0.0161479 0.013778 0.0175807 0.0152803 -0.0111551 0.0141756 0.015184 0.0135979 0.0137585 internal_weight=0 34331.2 31464.8 2866.37 7711.35 1697.57 23753.5 1168.8 45376 5841.47 1179.62 3096.27 20657.2 827.792 770.675 1869.88 398.124 1649.63 4191.84 43504.5 2331.12 263.486 5507.82 437.469 708.135 1871.41 1860.72 635.68 15149.4 5323.3 internal_count=911180 169666 157436 12230 36742 7416 120694 4814 741514 28273 5023 15068 105626 3488 3133 8469 1681 8314 19959 720350 10977 1125 27714 1788 3146 21164 8982 2836 77912 26836 is_linear=0 shrinkage=0.01 Tree=116 num_leaves=31 num_cat=0 split_feature=11 12 12 12 1 6 12 1 6 12 1 6 6 3 2 3 12 6 6 12 2 1 0 3 12 12 12 12 6 2 split_gain=118684 166.528 18.6794 18.5473 6.79987 3.77247 3.6512 3.01308 2.57745 2.51552 1.66491 1.57046 1.29218 1.10329 1.20966 1.01948 1.00621 0.957977 0.922056 0.785052 0.731447 0.660089 0.639864 0.617366 0.538147 0.530809 0.522761 0.461196 0.445653 0.434364 threshold=1.0000000180025095e-35 0.51461192965507518 0.026551560498774003 0.99473056197166454 -32.499999999999993 7.5000000000000009 0.068259380757808671 -1.0000000180025095e-35 3.5000000000000004 0.00048551171494175006 -390.49999999999994 30.500000000000004 3.5000000000000004 0.90501253132832093 0.96213569039656011 0.50155279503105599 0.13270235061645502 4.5000000000000009 7.5000000000000009 0.13270235061645502 0.087337909992372217 -3.4999999999999996 1.0000000180025095e-35 1.0000000180025095e-35 0.0006371206545736001 0.8784809708595277 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0.0140977 0.0162183 0.0137173 0.0166974 0.0141666 0.0168634 -0.0106893 -0.0111424 0.01458 0.0139845 0.0180357 0.0153498 internal_weight=0 34127.1 2855.93 31271.1 27780.4 22173.9 44956.2 3490.72 1690.24 1165.7 1127.21 5606.5 826.025 5145.07 3990.54 19138.3 805.682 2283.71 1207 563.028 1154.53 504.241 3025.57 416.564 43101.4 1854.89 1588.93 1033.46 339.672 491.115 internal_count=911180 169666 12230 157436 140968 113467 741514 16468 7416 4814 5015 27501 3435 25360 19492 98507 3523 10540 5928 2401 5868 2116 14621 1737 720350 21164 7406 5122 1379 2176 is_linear=0 shrinkage=0.01 Tree=117 num_leaves=31 num_cat=0 split_feature=12 12 12 10 10 48 12 12 48 12 10 29 10 12 12 10 48 10 5 10 48 29 10 29 2 12 10 6 10 6 split_gain=95433.6 1792.64 1755.76 297.135 213.337 331.024 170.992 141.281 117.021 108.553 74.6716 60.9326 66.249 59.3409 53.5607 48.1285 47.0488 46.4727 37.7602 35.503 92.0913 31.2418 26.455 33.236 23.7615 22.9754 22.7711 22.0384 21.2346 20.5779 threshold=0.094556797295808764 0.78322452306747448 0.0013712961226701001 8.2700000000000014 2.7350000000000008 1.0000000180025095e-35 0.011652591172605703 0.98755538463592529 1.0000000180025095e-35 0.00014260681928130004 2.9150000000000005 1.0000000180025095e-35 3.7050000000000005 0.3781151175498963 0.0070173616986721008 1.6450000000000002 1.0000000180025095e-35 5.9150000000000009 1.5000000000000002 2.6250000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3.6650000000000005 1.0000000180025095e-35 0.040202020202020204 0.51461192965507518 2.5750000000000006 31.500000000000004 5.5050000000000008 3.5000000000000004 decision_type=2 2 2 8 10 2 2 2 2 2 10 2 10 2 2 10 2 10 10 10 2 2 10 2 2 2 10 2 10 2 left_child=2 4 9 6 -2 11 16 19 10 -1 -8 12 -6 24 -5 -11 26 25 27 -3 22 -12 -21 28 -7 -14 -4 -10 -24 -18 right_child=1 7 3 14 5 13 8 -9 18 15 21 -13 17 -15 -16 -17 29 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010496331600611556 0.010082332071536266 0.012814515372146602 -0.0011396619889071722 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201.63311529904604 1098.9506641253829 75.510045614093542 225.62614909559488 61.134443894028664 539.88846780359745 137.89786683022976 798.81212664395571 153.35742887109518 62.757720232009888 738.05547957867384 leaf_count=619311 4073 3851 385 1999 1657 1429 832 145352 5239 2956 8003 806 4386 4471 2024 51626 8386 306 4344 1106 5662 805 1770 316 4407 1319 11620 1764 383 10592 internal_value=0 0.0126087 -0.00965467 -0.00383993 0.005394 0.0039385 -0.00471601 0.0133416 -0.00249758 -0.0103323 -0.00544402 -0.000959776 -0.00197321 0.00677121 0.00345268 -0.00867382 -0.00657239 -0.00386226 -0.00039794 0.0110126 0.0101922 -0.00667502 0.00685632 0.00519228 0.00481711 -0.00471318 -0.0084496 0.000923643 0.00377248 -0.00546363 internal_weight=0 33903.9 44558.3 4650.83 3126.33 2385.69 4152.04 30777.6 1891.57 39907.4 787.069 874.142 761.885 1511.55 498.79 3591.36 2260.47 540.194 1104.5 2401.47 1650.1 678.669 551.151 349.518 766.248 498.259 839.368 731.031 288.384 1421.11 internal_count=911180 181294 729886 55993 22854 18781 51970 158440 20987 673893 9640 8474 7668 10307 4023 54582 30983 6011 11347 13088 9237 8808 3575 2469 5836 5705 12005 7003 2153 18978 is_linear=0 shrinkage=0.01 Tree=118 num_leaves=31 num_cat=0 split_feature=11 12 10 12 12 10 10 1 12 10 12 6 10 12 6 6 12 1 10 10 3 10 3 12 12 10 3 10 3 6 split_gain=115948 166.132 23.4562 19.1833 8.62587 7.53694 5.16677 4.87745 3.76414 3.06475 1.71731 1.58601 1.55238 1.43166 0.955229 0.849442 0.789626 0.773285 0.765301 0.877607 0.665583 0.66526 0.59738 0.578115 0.54933 0.512575 0.497779 0.468212 0.458861 0.433746 threshold=1.0000000180025095e-35 0.51461192965507518 3.2950000000000004 0.026551560498774003 0.98755538463592529 2.6750000000000003 2.6750000000000003 -32.499999999999993 0.068259380757808671 7.0450000000000008 0.13270235061645502 3.5000000000000004 3.2950000000000004 0.0043998162727802515 30.500000000000004 4.5000000000000009 0.0011766494717448501 -367.49999999999994 4.495000000000001 6.1150000000000011 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46.5795 45.0815 35.4274 89.5835 34.9101 30.6485 26.324 25.7464 32.2552 28.9072 25.2529 22.4538 20.2355 18.9258 threshold=0.094556797295808764 0.78322452306747448 0.0013712961226701001 8.2700000000000014 2.7350000000000008 1.0000000180025095e-35 0.011652591172605703 0.98755538463592529 1.0000000180025095e-35 0.00014260681928130004 2.9150000000000005 1.0000000180025095e-35 3.7050000000000005 0.3781151175498963 0.0070173616986721008 1.6450000000000002 1.0000000180025095e-35 5.9150000000000009 2.6250000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 31.500000000000004 3.6650000000000005 1.0000000180025095e-35 1.0000000180025095e-35 5.5050000000000008 2.5750000000000006 3.5000000000000004 0.51461192965507518 decision_type=2 2 2 8 10 2 2 2 2 2 10 2 10 2 2 10 2 10 10 2 2 2 2 10 2 2 10 10 2 2 left_child=2 4 9 6 -2 11 16 18 10 -1 -8 12 -6 -7 -5 -11 27 20 -3 23 29 -12 -10 -20 25 26 -25 -4 -18 -14 right_child=1 7 3 14 5 13 8 -9 22 15 21 -13 17 -15 -16 -17 28 -19 19 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345.02577149868011 740.64051084965467 291.80609910190105 3281.0864470489323 676.08666616678238 41.736152406781912 199.94812613725662 1089.4399684071541 17.884662881493568 74.966713294386864 260.16381088271737 201.39172539114952 60.627911448478699 26.721504233777523 58.431173905730247 786.37579556182027 728.49165388569236 129.9011832177639 leaf_count=619311 4073 3851 385 1999 1657 5836 832 145352 8200 2956 8003 806 4310 4471 2024 51626 8386 306 1106 5662 112 805 3147 1660 316 129 364 11620 10592 1283 internal_value=0 0.0125063 -0.0096297 -0.00380543 0.00532573 0.00388784 -0.00467575 0.0132394 -0.00247148 -0.0103135 -0.00540164 -0.000947452 -0.00195035 0.00667617 0.00340363 -0.00863688 -0.00652717 -0.00382296 0.0108943 0.0100722 -0.00466808 -0.00662898 -0.000393345 0.00677075 0.00512448 0.00372241 0.00270383 -0.00841059 -0.00541874 -0.00518457 internal_weight=0 33503.4 43788.8 4600.85 3103.69 2369.17 4105.24 30399.8 1874.04 39187.9 777.612 866.52 754.872 1502.65 495.609 3535.36 2231.2 534.548 2379.35 1636.56 492.812 669.875 1096.43 547.12 347.172 286.544 259.823 826.625 1404.58 474.927 internal_count=911180 181294 729886 55993 22854 18781 51970 158440 20987 673893 9640 8474 7668 10307 4023 54582 30983 6011 13088 9237 5705 8808 11347 3575 2469 2153 2024 12005 18978 5593 is_linear=0 shrinkage=0.01 Tree=120 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 10 2 10 1 1 10 1 2 1 10 1 0 2 6 10 1 6 1 1 10 2 1 0 10 6 split_gain=46063.9 4214.21 2294.26 1564.42 1554.88 1254.72 1162.73 739.606 623.586 494.917 447.558 394.899 346.114 384.444 311.76 357.136 271.718 261.513 238.9 233.669 278.197 236.683 207.025 370.867 397.075 349.448 369.436 205.334 182.189 174.737 threshold=3.3550000000000004 -32.499999999999993 4.5000000000000009 1.6450000000000002 6.0550000000000006 8.4800000000000022 0.98936170212765973 4.5750000000000011 -361.49999999999994 -90.499999999999986 5.4150000000000009 -292.49999999999994 1.0000000180025095e-35 -37.499999999999993 2.3350000000000004 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12 10 12 12 10 1 10 5 12 10 5 1 1 10 1 10 10 10 12 5 split_gain=91021.2 1748.02 1737.05 278.019 196.202 458.463 189.744 177.599 140.409 120.325 110.772 103.348 64.0037 50.6915 46.466 42.1642 213.847 41.823 25.8845 24.0375 23.5328 19.6628 17.9916 17.9763 17.7106 16.3205 16.1844 16.0669 14.7877 14.3734 threshold=0.094556797295808764 0.0013712961226701001 0.78322452306747448 8.2700000000000014 2.7350000000000008 -385.49999999999994 -390.49999999999994 0.0089773964136838514 0.98755538463592529 3.1750000000000003 0.00014260681928130004 3.7050000000000005 0.2688089013099671 0.015218299813568552 1.6450000000000002 -3.4999999999999996 3.6650000000000005 1.5000000000000002 0.026551560498774003 5.7950000000000008 1.5000000000000002 -63.499999999999993 -285.49999999999994 2.4350000000000005 -351.49999999999994 4.9150000000000009 2.5450000000000004 2.3850000000000002 9.0361113507242425e-06 1.5000000000000002 decision_type=2 2 2 8 10 10 10 2 2 10 2 10 2 2 10 8 10 10 2 10 10 8 10 10 10 10 8 10 2 10 left_child=1 10 4 6 26 11 9 -8 15 23 28 -6 29 21 -12 -4 27 18 -9 25 -14 -5 -15 -3 -16 -13 -2 -17 -1 -7 right_child=2 3 8 13 5 12 7 17 -10 -11 14 19 20 22 24 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010561901348296163 0.0076746727825426596 0.0029686934253860655 0.011820155144734973 -0.0011844588731100784 0.002403489117436737 0.0049563618017361404 -0.0057175684081178383 -0.0013308539821544258 0.013355992864351756 -0.0094127223559923659 -0.0044861976572914287 -0.0049097669439158564 0.0088951931569232565 0.011186722179862567 -0.010087243364883987 0.012831914685755832 -0.00028910851520830332 -0.0032525466951243602 0.0019175492298357324 0.0033606816285583854 0.0055656797094142032 0.0044247926106429783 0.0049697014703412095 -0.0031807656937635344 -0.008453377301880359 -0.0089488569494609559 0.010850688807285899 0.009529676799082086 -0.010029542826373082 0.0015822458240746713 leaf_weight=28737.41661311686 237.75114197283983 69.190290510654449 1515.4462227448821 196.50944450870156 208.32768566906452 459.08622479438782 1423.561194408685 455.67555571720004 27710.543423607945 994.14759045094252 254.68672927096486 216.50581865757704 808.87390918284655 70.49539478495717 930.33002198114991 440.80334973335266 190.73556967824697 452.90595741197467 531.32773130759597 24.836950272321701 287.81629461795092 91.63527313247323 137.03082690387964 151.8929924890399 2312.6301163583994 185.96480770409107 493.45713848620653 221.31198506057262 6375.4592349454761 174.14324822276831 leaf_count=511500 1409 517 7880 1982 1564 3482 19798 5033 145352 14859 2956 2536 4864 376 14589 2325 1655 5437 4846 210 2026 678 987 1480 37037 2519 2664 1228 107811 1580 internal_value=0 -0.00960369 0.012422 -0.00375856 0.00529067 0.00389124 -0.00461798 -0.00321288 0.0131563 -0.00792884 -0.0102962 -0.0033714 0.00655979 0.00331334 -0.00859909 0.0108192 0.00904055 -0.000736636 0.00041784 -0.00618687 0.00802139 0.000599385 0.00708159 -0.00125623 -0.0089221 -0.00677606 0.00981801 0.0117281 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2.6750000000000003 2.6750000000000003 -32.499999999999993 0.094556797295808764 7.0450000000000008 1.0000000180025095e-35 0.0013712961226701001 0.012270400481782552 0.94052824378013633 0.78322452306747448 2.3350000000000004 0.0011766494717448501 0.094556797295808764 1.5000000000000002 3.3250000000000006 -65.499999999999986 1.0000000180025095e-35 0.028778467908902653 0.8784809708595277 -60.499999999999993 -4.4999999999999991 3.8350000000000004 -52.499999999999993 -364.49999999999994 3.3950000000000005 decision_type=2 2 10 2 2 10 10 8 2 10 10 2 2 2 2 10 2 2 10 10 8 2 2 2 10 8 10 10 10 10 left_child=8 3 7 6 14 28 16 10 19 20 -3 -8 -7 -9 21 -15 -2 -14 -11 -1 -6 -4 -13 -10 -22 -16 -27 -20 -5 -19 right_child=1 2 4 5 9 12 11 13 23 18 -12 22 17 15 25 -17 -18 29 27 -21 24 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.010788925238523621 0.01676725129386723 0.013613075125895576 0.01468896353920723 0.014147389554262674 0.014218732924258813 0.015383017809888648 0.018147411854136094 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39.538948178291321 68.005004107952118 41.151102483272552 198.60498870909214 324.96268719434738 leaf_count=55631 423 11033 930 1004 5281 1238 1492 2592 15112 834 4313 553 1063 76331 4667 27074 883 401 7456 667282 14059 1816 1463 3489 1787 188 295 195 914 1381 internal_value=0 0.0137653 0.0135546 0.0163151 0.0140664 0.0155558 0.0172029 0.0133839 -0.0106725 0.0138574 0.0137689 0.0176281 0.0160265 0.0133249 0.0147858 0.0133118 0.0159997 0.0162956 0.0134863 -0.0106528 0.0139972 0.0151445 0.0172372 -0.0111657 0.0139209 0.0145869 0.0152308 0.0134094 0.0144518 0.0160176 internal_weight=0 33003.6 30485.4 2518.22 7625.25 1357.26 1160.96 22860.1 42811.7 5908.41 3038.27 857.786 951.552 19821.9 1716.85 19306.5 303.178 670.985 1616.14 41167.2 4292.27 612.323 489.392 1644.53 3192.72 1104.52 107.544 1444.63 405.704 416.183 internal_count=911180 169666 158851 10815 37508 6001 4814 121343 741514 29612 15346 3508 4083 105997 7896 103405 1306 2845 8485 722913 21127 2746 2016 18601 15846 5150 483 7651 1918 1782 is_linear=0 shrinkage=0.01 Tree=123 num_leaves=31 num_cat=0 split_feature=6 48 48 3 3 2 0 3 2 4 19 19 5 6 5 19 3 3 2 0 5 2 6 6 6 6 6 5 0 4 split_gain=17270.5 7065.21 2212.49 1552.58 906.095 859.674 905.32 865.569 612.978 677.371 547.738 494.307 489.118 547.332 345.199 338.881 326.1 385.712 264.896 244.871 200.449 186.758 184.108 155.075 154.352 152.137 150.011 279.82 145.589 126.887 threshold=3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.51234756097560985 0.091372912801484213 1.0000000180025095e-35 0.22271825396825398 0.087337909992372217 26.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 8.5000000000000018 1.5000000000000002 1.0000000180025095e-35 0.49341991341991348 0.25108695652173912 0.98936170212765973 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 34.500000000000007 5.5000000000000009 1.0000000180025095e-35 21.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 8 2 2 10 2 10 2 2 2 2 2 10 2 2 2 2 2 2 10 2 10 left_child=1 4 10 20 11 8 7 -7 9 24 12 16 18 -14 15 25 17 -1 19 -2 -4 -16 -19 -11 -3 -6 27 -5 -27 -8 right_child=2 5 3 26 14 6 29 -9 -10 23 -12 -13 13 -15 21 -17 -18 22 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=0.0093541283334766037 -0.0010639573569889342 -0.0022654078659355434 0.002001312225496865 -0.0069908892647499348 0.00745991019190341 0.0036469618646536939 -0.0027995775372356741 -0.0054106607348547208 0.011995168955552131 0.0043194906390104891 -0.008347404845189782 -0.0023314940708501499 0.0029532236913489694 -0.0068002675270774403 0.0075072107816301281 -0.0072641942648803614 0.011202625228382975 0.006468923057918503 0.0063028456292052986 0.0054507156231420693 0.011759666710919563 -0.0013324306854778465 0.00032161811145461238 -0.0013358425657655137 -0.0095398126636482491 0.00066423253093625205 -0.0084786998798512467 0.0065919802154470221 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0.00465444 0.00594842 0.00931964 0.00830392 -5.08883e-05 -0.000543671 0.00563145 0.000443174 0.0049879 0.00350159 -0.00494139 0.00647771 -0.00777959 -0.0067366 0.00315321 0.00227277 internal_weight=0 40761.9 34449 21474 23757 17004.9 11213.6 7954.04 5791.39 5173.81 12975 17422.2 11749.1 3288.69 6334.76 4845.81 17050.1 11075.6 8460.4 7851.46 901.043 1488.95 2664.03 3919.46 1254.35 4659.17 20573 8255.99 1062.59 3259.51 internal_count=911180 386081 525099 354746 182747 203334 144684 111085 58650 54942 170353 124204 149173 48003 58543 41642 119472 82337 101170 96177 7540 16901 24094 37020 17922 38709 347206 133289 10480 33599 is_linear=0 shrinkage=0.01 Tree=124 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 10 10 1 5 6 1 1 10 1 10 1 10 6 6 10 6 10 10 10 1 10 1 10 10 1 split_gain=43903.6 4014.59 2199.01 1491.14 1486.01 1194.1 706.391 583.401 506.376 1031.28 467.622 379.302 307.461 338.856 285.198 288.724 225.057 222.759 220.898 174.341 173.102 146.612 170.389 145.848 144.598 242.726 386.791 143.304 685.957 138.907 threshold=3.3550000000000004 -32.499999999999993 4.5000000000000009 6.0550000000000006 1.6450000000000002 8.4800000000000022 4.5750000000000011 -361.49999999999994 5.5000000000000009 30.500000000000004 -90.499999999999986 -292.49999999999994 2.3350000000000004 -32.499999999999993 4.0850000000000009 -1.0000000180025095e-35 7.4250000000000007 16.500000000000004 33.500000000000007 8.1200000000000028 3.5000000000000004 5.3350000000000009 5.3450000000000006 4.495000000000001 -66.499999999999986 6.1150000000000011 -9.4999999999999982 4.995000000000001 4.9850000000000012 -133.49999999999997 decision_type=10 8 2 10 10 10 10 10 10 2 8 10 10 10 10 8 10 2 2 10 2 10 10 10 8 10 10 10 10 8 left_child=1 4 3 6 17 10 7 23 14 16 19 -7 -3 -14 15 -4 -10 -1 24 -5 -6 -8 29 -2 -16 27 -27 28 -26 -23 right_child=2 12 8 5 20 11 21 -9 9 -11 -12 -13 13 -15 18 -17 -18 -19 -20 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31 leaf_value=0.008981088081224024 0.0034421839620341565 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537.8099912032485 14364.542325936258 126.09700315073133 1415.9383376054466 140.95214165747166 2914.2376118302345 129.82841691374779 1112.4762428700924 419.67789291962981 234.56336738541722 2203.3248285204172 245.75824111327529 64.65992147102952 leaf_count=18623 17154 82813 20771 7397 21263 476 133210 35677 1410 11376 10230 13211 38181 2534 95903 7259 2423 5529 256124 739 19458 958 41273 1810 17722 3800 4382 36877 1606 991 internal_value=0 0.0098525 -0.00595673 -0.00341092 0.00311693 0.00297099 -0.00459786 -0.00127077 -0.00779885 -0.00125436 0.00671859 -0.00735066 0.0119744 0.0101471 -0.00808326 -0.00439361 0.00898272 0.0078499 -0.00837974 -2.02032e-05 -0.00154894 -0.005877 -0.00401248 0.0027412 -0.00721955 -0.00582326 -0.000224786 -0.00685167 -0.00429685 0.00478567 internal_weight=0 28089.2 46890.2 19685.2 6729.09 3087.01 16598.2 4609.3 27205 1133.04 2264.73 822.281 21360.1 6434.38 26071.9 1939.14 526.657 3340.52 24132.8 707.882 3388.57 11988.9 3119.85 2029.01 9768.26 4215.8 654.241 3561.56 1358.23 205.612 internal_count=911180 188401 722779 263126 64873 32053 231073 54641 459653 15209 18366 13687 123528 40715 444444 28030 3833 24152 416414 8136 40721 176432 43222 18964 160290 64387 8182 56205 19328 1949 is_linear=0 shrinkage=0.01 Tree=125 num_leaves=31 num_cat=0 split_feature=11 10 10 6 10 6 6 10 10 6 10 10 6 10 0 10 6 10 5 6 10 10 29 6 10 6 5 10 10 0 split_gain=108706 81.8114 13.8008 11.016 6.26176 5.41929 3.8898 3.20205 3.15321 3.03454 2.11971 1.50768 1.40187 1.26561 1.2001 1.04695 0.953665 0.941884 0.9318 0.691997 0.999791 0.638632 0.578724 0.563434 0.52072 0.517388 0.503597 0.474363 0.686053 0.463158 threshold=1.0000000180025095e-35 3.3250000000000006 6.1150000000000011 30.500000000000004 4.5750000000000011 7.5000000000000009 30.500000000000004 2.5450000000000004 8.8850000000000016 3.5000000000000004 7.0450000000000008 3.3950000000000005 23.500000000000004 3.5950000000000002 1.0000000180025095e-35 6.1250000000000009 1.5000000000000002 9.1600000000000019 1.5000000000000002 2.5000000000000004 6.9850000000000012 3.7350000000000008 1.0000000180025095e-35 24.500000000000004 5.2950000000000008 4.5000000000000009 5.5000000000000009 7.0550000000000006 8.1200000000000028 1.0000000180025095e-35 decision_type=2 10 10 2 10 2 2 10 10 2 10 10 2 10 2 10 2 10 10 2 10 10 2 2 10 2 8 10 10 2 left_child=11 5 4 8 9 7 12 -2 10 14 15 -1 16 -11 21 -4 24 -10 -12 -17 29 -3 -7 -14 -6 -13 -25 -20 -29 -21 right_child=1 2 3 -5 6 22 -8 -9 17 13 18 25 23 -15 -16 19 -18 -19 27 20 -22 -23 -24 26 -26 -27 -28 28 -30 -31 leaf_value=-0.010838381063958621 0.013252292739570824 0.014132601635769397 0.013479154349318725 0.015664590309311527 0.014997961951833609 0.01375228505332847 0.015977059052159643 0.013566351127981808 0.016183225347337415 0.014394259267171125 0.014260261200567635 -0.010688691225498783 0.013846386138704788 0.015253676454875105 0.013930481863795132 0.013973509020759309 0.015246822464474051 0.014522684364833945 0.01310804363482404 0.015847336420459306 0.014015964204555762 0.014685675004709575 0.01506182231710264 0.015709138529746855 0.01466632211836115 -0.010611845412743057 0.013347564635750738 0.014189323912303689 0.013367081667736898 0.01457713547030819 leaf_weight=4260.6466693468392 16655.509314924479 368.08917573094368 244.95667614042759 322.94931444525719 1110.0476129949093 2984.2153977453709 397.18493264913559 4032.4275901913643 53.1702501475811 272.40848898887634 116.44309459626675 13811.546305056661 159.58200231194496 461.90417939424515 960.37317988276482 342.94256182014942 925.2531351596117 95.530948340892792 577.00028568506241 69.681740894913673 115.264224588871 482.38435752689838 34.133022949099541 34.643542021512985 825.55226317048073 23961.781634561718 12.213198900222777 117.2460902929306 754.38110412657261 48.818505883216858 leaf_count=62954 90351 1813 1285 1431 5098 15254 1737 21114 229 1311 571 233965 798 2093 4831 1707 4190 458 3190 307 565 2273 157 153 3868 444595 65 571 4018 228 internal_value=0 0.0136778 0.0144972 0.0139251 0.0147692 0.0133713 0.0150459 0.0133135 0.0137036 0.0143926 0.0136156 -0.0106601 0.0149253 0.0149349 0.0141727 0.0140269 0.0149827 0.0151164 0.0133996 0.0142595 0.0146791 0.0144463 0.0137671 0.0141295 0.0148565 -0.0106399 0.0150936 0.0133305 0.0134777 0.0153241 internal_weight=0 32574.3 8868.02 2858.38 6009.64 23706.3 3464.48 20687.9 2535.44 2545.16 2386.73 42034 3067.29 734.313 1810.85 821.664 2860.85 148.701 1565.07 576.707 233.764 850.474 3018.35 206.439 1935.6 37773.3 46.8567 1448.63 871.627 118.5 internal_count=911180 169666 42790 14560 28230 126876 15909 111465 13129 12321 12442 741514 14172 3404 8917 4092 13156 687 8350 2807 1100 4086 15411 1016 8966 678560 218 7779 4589 535 is_linear=0 shrinkage=0.01 Tree=126 num_leaves=31 num_cat=0 split_feature=11 12 10 12 12 10 10 48 12 10 10 2 12 12 10 12 2 10 10 10 10 10 10 2 12 12 12 3 3 10 split_gain=107374 172.365 25.6704 20.3046 9.32186 8.30764 6.17828 4.44708 4.00303 3.24071 2.16858 1.82823 1.48323 1.28807 1.22188 1.00128 0.815441 0.804184 0.796236 0.759001 0.702929 0.712269 0.656848 0.613719 0.595139 0.553417 0.513295 0.511951 0.489387 0.484081 threshold=1.0000000180025095e-35 0.51461192965507518 3.2950000000000004 0.026551560498774003 0.98755538463592529 2.6750000000000003 3.1450000000000005 1.0000000180025095e-35 0.094556797295808764 7.0450000000000008 3.2950000000000004 0.012270400481782552 0.0013712961226701001 0.13270235061645502 2.3350000000000004 0.0013712961226701001 1.0000000180025095e-35 4.495000000000001 3.3250000000000006 6.1150000000000011 7.0550000000000006 8.1200000000000028 1.0450000000000002 0.028778467908902653 0.78322452306747448 0.97252115607261669 0.8784809708595277 0.38913470993117016 0.51234756097560985 3.3550000000000004 decision_type=2 2 10 2 2 10 10 2 2 10 8 2 2 2 10 2 2 10 10 10 10 10 10 2 2 2 2 2 2 10 left_child=8 3 7 6 16 -5 15 14 18 17 -9 -7 -8 29 28 -2 -4 -6 -1 -19 -11 -22 -17 -14 -18 -16 -10 -21 -3 -13 right_child=1 2 4 5 9 11 12 10 26 20 -12 13 23 -15 25 22 24 19 -20 27 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010774864579260681 0.016651266227834752 0.013090110217949343 0.01427813472925623 0.014200964028385079 0.013718883589993685 0.015137584434098206 0.018040529623065241 0.013971416284087101 -0.011043340708819158 0.013067570018752715 0.013410498845185498 0.015746703457810478 0.016533407240067084 0.015677509060538667 0.013863399664904382 0.015142241534692531 0.015156118547894957 0.01411032871413088 -0.010619347454143554 0.013471583985314957 0.014076828993580004 0.013382440557501492 0.016184566190023123 0.017380970298842301 0.014621307107230941 0.01328451874270929 -0.011465566072231578 0.014015665042926825 0.013233394574102999 0.016684221854642023 leaf_weight=3619.4585975818336 144.23905277252197 10441.725903227925 497.4627498537302 494.16995488107204 1817.6326771378517 342.5306468307972 331.67103773355484 939.3634770065546 1237.1417751573026 573.01946787536144 2588.6474821567535 69.703663915395737 117.06124395132065 480.20844030380249 170.80194833874702 137.2644037604332 288.94270060956478 1717.4218497723341 36410.965977732092 380.08643063902855 179.73581199347973 829.29412163794041 108.04976791143417 316.20026025176048 743.43943628668785 4989.2161788791418 375.25957817584276 317.33022214472294 3088.8664054572582 262.43591739237309 leaf_count=55631 605 57942 2379 2393 9239 1535 1345 4632 15112 3190 13677 302 491 2090 855 616 1293 8338 667282 1992 880 4415 460 1297 3458 26842 3489 1558 16746 1096 internal_value=0 0.0136284 0.0134036 0.0159981 0.0139162 0.015286 0.0170152 0.0132342 -0.0106531 0.0137334 0.0135598 0.0157503 0.0175372 0.0160087 0.0131728 0.0159901 0.0146107 0.0138778 -0.0106334 0.0139974 0.0133473 0.0135061 0.0156013 0.017152 0.014771 0.0133037 -0.0111416 0.0137191 0.0131228 0.0164875 internal_weight=0 32366.5 29563 2803.53 7344.37 1649.05 1154.49 22218.6 41642.8 5814.52 3528.01 1154.88 764.933 812.348 18690.6 389.553 1529.84 4232.47 40030.4 2414.84 1582.05 1009.03 245.314 433.262 1032.38 5160.02 1612.4 697.417 13530.6 332.14 internal_count=911180 169666 157436 12230 36742 7416 4814 120694 741514 29612 18309 5023 3133 3488 102385 1681 7130 21127 722913 11888 8485 5295 1076 1788 4751 27697 18601 3550 74688 1398 is_linear=0 shrinkage=0.01 Tree=127 num_leaves=31 num_cat=0 split_feature=11 12 10 12 12 10 10 12 10 12 12 12 12 10 5 10 10 10 10 10 12 0 12 0 10 10 10 10 10 12 split_gain=106060 165.137 24.6581 19.3454 8.93868 7.9393 5.87066 3.87703 3.11054 2.50532 1.67713 1.40693 0.954564 0.923653 0.866825 0.788026 0.77145 0.771046 0.727806 0.626783 0.609734 0.519428 0.496431 0.468978 0.424651 0.398346 0.359855 0.376289 0.359025 0.323469 threshold=1.0000000180025095e-35 0.51461192965507518 3.2950000000000004 0.026551560498774003 0.98755538463592529 2.6750000000000003 3.1450000000000005 0.094556797295808764 7.0450000000000008 0.98755538463592529 0.13270235061645502 0.0013712961226701001 0.0013712961226701001 2.3350000000000004 1.5000000000000002 2.5450000000000004 3.3250000000000006 4.495000000000001 6.1150000000000011 1.0450000000000002 0.8784809708595277 1.0000000180025095e-35 0.8784809708595277 1.0000000180025095e-35 3.3950000000000005 3.4350000000000005 7.0550000000000006 8.1200000000000028 6.1250000000000009 0.18897357583045957 decision_type=2 2 10 2 2 10 10 2 10 2 2 2 2 10 10 10 10 10 10 10 2 2 2 2 10 10 10 10 10 2 left_child=7 3 9 6 20 29 12 16 17 15 24 -8 -2 -11 -10 -3 -1 21 -19 -14 -4 -6 -9 -15 -7 -12 -16 -28 -20 -5 right_child=1 2 4 5 8 10 11 22 14 13 25 -13 19 23 26 -17 -18 18 28 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.010766598329804157 0.016542295380602007 0.013454247655558233 0.014765818566930248 0.014391989956704048 0.013826618103878155 0.015540772716036757 0.017897167892916219 -0.011031996089496154 0.013980590556859683 0.013127284811717141 0.014880809035202692 0.017030705019441154 0.015065476615143489 0.0133606865688372 0.013027746514758104 0.013993581489603932 -0.010612811325562785 0.014052843668597692 0.013341425101615043 0.016085892911790207 0.014363365022531577 0.01348663688399445 -0.011449029479445053 0.013168170264734096 0.016286019808838325 0.015472453878002652 0.013929340543175781 0.013275503881606397 0.013826938750239014 0.013878609671436379 leaf_weight=3586.1818496882915 143.73982037603855 836.14198803901672 683.44480812549591 252.2208002358675 965.52120544016361 96.881317406892776 330.98794378340244 1226.0852374136448 168.56288525462151 15615.340603232384 143.72421254217625 431.98937547206879 136.58757795393467 3056.463962584734 569.04331891238689 400.75484584271908 36070.760861817747 1707.2537032514811 226.02391663193703 107.6275499612093 838.07721574604511 840.64140050113201 372.05961177498102 2159.3290446847677 362.72412711381912 546.55316010117531 100.01639860868454 733.86904031038284 466.99424630403519 239.05555911362171 leaf_count=55631 605 4400 3146 1200 4842 424 1345 15112 834 86206 655 1788 616 16275 3190 1977 667282 8338 1206 460 3984 4397 3489 11836 1538 2406 497 3964 2344 1193 internal_value=0 0.0135793 0.0133584 0.0159033 0.0138622 0.0152063 0.0168973 -0.0106462 0.0136826 0.0131917 0.0156609 0.0174066 0.0158957 0.0131658 0.013303 0.013629 -0.0106267 0.0138245 0.0139419 0.0155152 0.0145441 0.0136684 -0.0111291 0.013281 0.0161289 0.0153493 0.0132216 0.0133539 0.0136686 0.0141422 internal_weight=0 32159.6 29367.5 2792.09 7299.45 1641.16 1150.93 41255.1 5777.93 22068 1149.88 762.977 387.955 20831.1 1571.49 1236.9 39656.9 4206.43 2400.27 244.215 1521.52 1806.16 1598.14 5215.79 459.605 690.277 1402.93 833.885 693.018 491.276 internal_count=911180 169666 157436 12230 36742 7416 4814 741514 29612 120694 5023 3133 1681 114317 8485 6377 722913 21127 11888 1076 7130 9239 18601 28111 1962 3061 7651 4461 3550 2393 is_linear=0 shrinkage=0.01 Tree=128 num_leaves=31 num_cat=0 split_feature=11 10 1 1 1 10 10 2 2 1 10 10 10 1 10 2 10 1 10 10 2 2 1 1 5 10 5 10 2 2 split_gain=104765 72.4124 16.8874 16.6197 14.2752 5.48306 5.48021 4.6706 2.64914 2.27749 1.6439 1.6298 1.37301 1.12414 1.11722 0.952812 1.21406 0.795253 0.674535 0.652102 0.547075 0.589435 0.544584 0.527924 0.526038 0.572723 0.514125 0.513467 0.443577 0.427567 threshold=1.0000000180025095e-35 3.3250000000000006 -32.499999999999993 -65.499999999999986 -59.499999999999993 3.2950000000000004 6.0550000000000006 1.0000000180025095e-35 0.76506899055918665 -65.499999999999986 4.495000000000001 2.3350000000000004 3.3950000000000005 -32.499999999999993 2.5750000000000006 1.0000000180025095e-35 6.1150000000000011 -22.499999999999996 8.8850000000000016 7.0450000000000008 1.0000000180025095e-35 0.98936170212765973 -1.0000000180025095e-35 -30.499999999999996 1.5000000000000002 8.1200000000000028 3.5000000000000004 6.9050000000000011 0.62532051282051293 1.0000000180025095e-35 decision_type=2 10 8 8 10 8 10 2 2 10 10 10 10 10 10 2 10 10 10 10 2 2 8 10 10 10 10 10 2 2 left_child=12 2 5 7 6 14 9 27 24 10 -5 23 22 -13 -2 -6 -17 28 19 -8 -11 -22 -1 -4 -9 26 -26 -3 -18 -7 right_child=1 3 11 4 15 29 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5261.9322809129953 36725.639484059066 68.33559288084507 652.77698339521885 692.9499686807394 67.182694360613823 9.1589721590280515 90.101783499121666 1266.7009545862675 140.54964147508144 31.493459433317184 963.00471202656627 148.69564273953438 576.31378062069416 54.694834724068642 91.30554161965847 133.32078602910042 89.766346156597137 1609.4583750665188 leaf_count=50890 3126 3843 78702 7795 1916 4065 2394 4743 1765 501 3664 28525 678560 324 3066 3123 312 38 443 7009 627 158 12064 767 2646 271 401 682 459 8301 internal_value=0 0.0135312 0.0132395 0.0143083 0.0139851 0.0138631 0.0137144 0.0148981 0.0151549 0.0140131 0.0139091 0.013123 -0.0106393 0.0132721 0.0143887 0.0149212 0.0151096 0.0143418 0.0132945 0.0132504 0.014871 0.0152171 -0.0108119 0.0130671 0.0153141 0.0151059 0.0151865 0.0143088 0.0141747 0.013578 internal_weight=0 31952.3 23233.3 8719.05 5632.83 3659.5 4369.21 3086.21 2149.55 2553.08 2277.1 19573.8 40870.7 5330.27 1286.6 1263.63 859.058 166.108 1816.12 1726.02 275.984 172.043 4145.04 14243.5 1782.95 722.314 667.619 936.661 156.949 2372.9 internal_count=911180 169666 126876 42790 28439 18558 22591 14351 9826 12745 11459 108318 741514 28849 6192 5848 3932 809 9846 9403 1286 785 62954 79469 8061 3318 3047 4525 771 12366 is_linear=0 shrinkage=0.01 Tree=129 num_leaves=31 num_cat=0 split_feature=12 12 12 10 1 10 1 12 12 10 12 10 12 12 10 1 10 5 6 2 6 10 1 1 6 12 10 10 6 10 split_gain=83337.4 1690.88 1591.5 251.858 186.7 171.031 427.351 166.425 130.938 110.663 109.855 92.7058 57.9305 46.0685 43.4881 40.5546 192.88 38.1201 29.6042 24.2332 23.9195 22.5408 18.9198 17.9409 17.8069 17.3848 16.7567 16.32 16.27 15.4877 threshold=0.094556797295808764 0.0013712961226701001 0.78322452306747448 8.2700000000000014 -390.49999999999994 2.7350000000000008 -385.49999999999994 0.0089773964136838514 0.98755538463592529 3.1750000000000003 0.00014260681928130004 3.7050000000000005 0.3781151175498963 0.0070173616986721008 1.6450000000000002 -3.4999999999999996 3.6650000000000005 1.5000000000000002 31.500000000000004 0.040202020202020204 1.5000000000000002 5.7950000000000008 -285.49999999999994 -351.49999999999994 3.5000000000000004 0.026551560498774003 5.8550000000000013 2.4350000000000005 101.50000000000001 4.9150000000000009 decision_type=2 2 2 8 10 10 10 2 2 10 2 10 2 2 10 8 10 10 2 2 2 10 10 10 2 2 10 10 2 10 left_child=1 10 5 4 9 -2 11 24 15 27 -1 -7 19 -5 -12 -4 -17 18 25 -8 -21 29 -15 -16 -6 -9 -26 -3 -14 -13 right_child=2 3 8 13 7 6 12 17 -10 -11 14 21 28 22 23 16 -18 -19 -20 20 -22 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.010412752216032148 0.0094827018571012195 0.0027120074704493954 0.011537484614095522 -0.0005213063071954682 -0.0043463912638425882 0.0022163168787053857 0.0072929504891585837 -0.00029406362639887418 0.013039598936059283 -0.0093397046395050053 -0.0044450524744409263 -0.0048105343207932531 0.0087806035572727901 0.0098038947058544917 -0.010029786725937278 0.011376817815712311 -0.00026302134096262521 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2541 1962 3259 210 1547 37037 10277 3704 1049 1480 549 2519 internal_value=0 -0.00952833 0.0121177 -0.0036532 -0.00449511 0.00517313 0.00384526 -0.00307147 0.012841 -0.0078647 -0.0102381 -0.00332733 0.00645304 0.00319127 -0.00849998 0.010543 0.00875617 -0.000632529 0.000487264 0.00463613 0.003572 -0.00607242 0.00578327 -0.00882454 -0.00556549 0.00140041 -0.00664528 -0.00137431 0.00835593 -0.00666229 internal_weight=0 40551.2 31682.5 4370.69 3891.95 2988.73 2284.75 2736 28693.8 1155.95 36180.5 609.192 1675.56 478.733 3304.37 2282.2 816.036 1383.27 950.692 857.146 612.016 407.438 281.912 3059.48 1352.73 749.891 717.354 214.054 818.413 383.329 internal_count=911180 729886 181294 55993 51970 22854 18781 35114 158440 16856 673893 6829 11952 4023 54582 13088 5208 15316 9879 6824 5221 5265 2024 51626 19798 7338 11326 1997 5128 5055 is_linear=0 shrinkage=0.01 Tree=130 num_leaves=31 num_cat=0 split_feature=11 1 3 5 3 3 3 1 2 3 1 2 2 5 1 1 3 3 2 1 1 2 3 1 5 1 5 3 1 1 split_gain=102421 67.0909 9.32027 6.09312 6.8168 2.97667 1.75111 1.68721 1.43737 1.91139 1.465 1.0374 1.80328 0.75491 0.689173 0.665225 0.654086 0.640907 0.621291 0.519852 0.470162 0.452884 1.06928 0.443537 0.441479 0.411937 0.387097 0.357972 0.338464 0.576354 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.091229193341869366 1.5000000000000002 0.90501253132832093 0.50155279503105599 0.90943267259056748 -67.499999999999986 1.0000000180025095e-35 0.66781609195402314 -90.499999999999986 0.23271742593182543 0.25092592592592594 5.5000000000000009 -31.499999999999996 -30.499999999999996 0.55022935779816529 1.0000000180025095e-35 1.0000000180025095e-35 -60.499999999999993 -1.0000000180025095e-35 0.50144508670520238 0.33477011494252878 -261.49999999999994 5.5000000000000009 -65.499999999999986 1.5000000000000002 0.20112359550561798 -32.499999999999993 -30.499999999999996 decision_type=2 8 2 10 2 2 2 10 2 2 10 2 2 10 10 10 2 2 2 10 8 2 2 10 10 10 10 2 10 10 left_child=17 2 7 8 11 21 -6 -2 -4 10 27 -5 -13 14 19 -16 23 -1 -8 -9 -19 -3 -23 -14 -18 -11 -7 -10 -12 -30 right_child=1 5 3 4 6 26 18 13 9 25 28 12 16 -15 15 -17 24 20 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.010749918368651259 0.013963335430661486 0.013001125063297068 0.014122871051320002 0.015024394275964968 0.012924598680113324 0.013270596674810429 0.013617700131054145 0.013507151297173812 0.01428354233881661 0.01523677651733836 0.014429110827956716 0.013568763455992226 0.014700956181942525 0.013067258707830978 0.013066230011129443 0.013965380662594246 0.014782063172033361 -0.010596164094464356 0.014710299788247038 0.013913620696664551 -0.010685134865892698 0.013041636539865158 0.01335354178433253 0.014145388542494452 0.013693991213328975 0.014784573603603419 0.013474054514553633 0.015009870631595685 0.013514133901489174 0.014412463191646492 leaf_weight=3867.908614218235 1220.9409074038267 8644.5467570573092 628.4451155513525 182.11094138026237 561.32826800644398 5131.9209781736135 377.45999370515347 652.2879309207201 77.083051055669785 507.40224841237068 1660.2150308489799 334.16504502296448 172.85266363620758 343.95580722391605 381.59831595420837 104.90097786486149 433.0593394190073 28807.448994960636 60.367844864726067 607.86605660617352 7482.2228791601956 4806.8200581073761 1424.9533338397741 852.02204741537571 40.803813636302948 334.08726719021797 1143.491906017065 566.81046816706657 116.54229898750782 184.46255406737328 leaf_count=62253 6125 48908 3114 853 3210 27864 1969 3439 372 2307 8036 1759 822 1929 2132 526 2044 550336 285 3075 128925 27030 7650 4213 211 1580 6072 2625 620 896 internal_value=0 0.0134484 0.014106 0.0143106 0.0139697 0.013125 0.0132943 0.013668 0.0145627 0.0146429 0.0145091 0.0143046 0.014233 0.0134955 0.0135798 0.0132601 0.0143811 -0.0106276 0.0137683 0.0137032 -0.0106145 0.013048 0.013113 0.0142391 0.0146884 0.0150572 0.0133077 0.0149229 0.0143732 0.0140647 internal_weight=0 31552.5 10400.8 7089.22 3014.17 21151.7 999.156 3311.55 4075.05 3446.6 2605.11 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2956 1824 8472 145352 6458 2956 2934 13828 4446 14589 3553 1655 599 4841 777 2249 195 2812 3865 1075 37037 10277 570 1049 3004 1735 internal_value=0 0.0119166 -0.00959285 -0.00401495 0.00472235 0.00340685 -0.0048192 0.0127539 -0.00348388 -0.01022 -0.00367403 -0.00802733 0.00600439 -0.00846096 0.0104366 0.00867469 0.00260829 -0.00117764 0.00775832 -0.000123891 -0.00635171 0.00924578 0.00366988 0.000347602 -0.00878794 -0.00551642 0.00616023 -0.00659689 -0.00687181 0.0082291 internal_weight=0 31608.4 39518.2 3993.89 3295.42 2552.97 3561.43 28313 2514.73 35524.3 685.177 1046.7 1867.79 3253.05 2259.38 807.527 432.459 1178.05 1066.51 804.395 458.068 742.447 801.278 264.264 3010.69 1336.69 168.195 707.898 435.591 976.251 internal_count=911180 184540 726640 52747 26100 21736 48991 158440 33346 673893 7957 15645 13779 54582 13088 5208 3756 13548 6958 8707 6133 4364 6821 2587 51626 19798 1169 11326 5938 6181 is_linear=0 shrinkage=0.01 Tree=132 num_leaves=31 num_cat=0 split_feature=6 48 48 3 29 29 19 2 0 3 19 3 2 6 6 3 3 2 3 6 0 6 3 6 3 0 2 6 6 0 split_gain=15377.1 6241.25 2000.53 1404.52 1052.05 862.924 853.759 772.363 813.147 773.346 685.412 547.1 544.543 476.644 281.996 267.823 279.703 157.441 185.95 141.311 138.331 140.641 134.694 132.946 125.059 119.324 112.276 111.37 130.361 103.732 threshold=3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.091372912801484213 1.0000000180025095e-35 0.22271825396825398 1.0000000180025095e-35 0.51234756097560985 0.087337909992372217 1.5000000000000002 24.500000000000004 0.49341991341991348 0.33477011494252878 0.98936170212765973 0.72509541984732839 34.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 0.99938118811881205 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 23.500000000000004 4.5000000000000009 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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3.3250000000000006 -32.499999999999993 -65.499999999999986 -59.499999999999993 3.2950000000000004 6.0550000000000006 0.23123827392120072 0.99938118811881205 -65.499999999999986 2.3350000000000004 4.495000000000001 0.37341365461847392 3.3950000000000005 1.0000000180025095e-35 -32.499999999999993 2.5750000000000006 0.091229193341869366 1.0000000180025095e-35 6.1150000000000011 8.8850000000000016 7.0450000000000008 -1.0000000180025095e-35 5.3250000000000011 -30.499999999999996 1.0000000180025095e-35 0.99938118811881205 0.78598691384950936 0.51234756097560985 0.28015151515151521 decision_type=2 10 8 8 10 8 10 2 2 10 10 10 2 10 2 10 10 2 2 10 10 10 8 10 10 2 2 2 2 2 left_child=13 2 5 7 6 16 9 23 14 11 24 18 19 22 -9 25 -2 -11 -5 -6 21 29 -1 -3 28 -12 -14 -13 -4 -8 right_child=1 3 10 4 12 -7 20 8 -10 17 15 27 26 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.01072357701007407 0.013915882025015446 0.014406202043113731 0.012852896178686204 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1226.7834749817848 941.07733903452754 542.84073185920715 145.08763480186462 2102.5703691244125 148.13549603521824 241.22483739256859 3107.5576855689287 190.75393123924732 leaf_count=50890 3126 1891 61139 4101 1859 12366 1419 6829 1667 494 16546 2424 2758 678560 1237 324 3066 792 3694 525 443 7009 12064 2727 767 11979 706 1240 17563 975 internal_value=0 0.0133572 0.013065 0.0141294 0.0138029 0.0136922 0.0135278 0.0147207 0.0149861 0.0138184 0.0129468 0.0137115 0.0147439 -0.0106143 0.0151442 0.0130938 0.0142153 0.014693 0.013526 0.0143288 0.0131173 0.0130735 -0.0107886 0.0141256 0.0128916 0.013077 0.0150149 0.0140834 0.0128853 0.0133962 internal_weight=0 31067.3 22538.7 8528.57 5494.71 3574.78 4251.71 3033.86 2098.13 2489.37 18963.9 2218.14 1243.01 39320.5 1759.11 5172.8 1261.86 271.228 1480.1 491.061 1762.33 1674.25 4014.55 935.734 13791.1 5105.69 751.945 738.045 13646 447.468 internal_count=911180 169666 126876 42790 28439 18558 22591 14351 9733 12745 108318 11459 5848 741514 8066 28849 6192 1286 7795 2384 9846 9403 62954 4618 79469 28525 3464 3664 78702 2394 is_linear=0 shrinkage=0.01 Tree=134 num_leaves=31 num_cat=0 split_feature=11 12 10 12 12 10 1 12 10 10 12 10 12 2 10 2 1 12 10 12 1 1 2 1 12 12 10 10 12 1 split_gain=98526.6 156.174 22.8642 15.4495 10.1292 7.97908 4.92739 3.87655 3.82466 2.52619 2.27571 1.54729 1.05169 1.05013 1.00717 0.776108 0.753382 0.7475 0.689248 0.674671 0.671422 0.586392 0.552852 0.534133 0.50094 0.471341 0.422194 0.418443 0.415027 0.397306 threshold=1.0000000180025095e-35 0.3781151175498963 3.2950000000000004 0.0089773964136838514 0.98755538463592529 2.6750000000000003 -32.499999999999993 0.094556797295808764 2.6750000000000003 7.0450000000000008 0.068259380757808671 1.0000000180025095e-35 0.78322452306747448 0.012270400481782552 2.3350000000000004 0.034723896792862259 -74.499999999999986 0.00099748477805400022 3.3250000000000006 0.8784809708595277 -65.499999999999986 -18.499999999999996 1.0000000180025095e-35 -60.499999999999993 0.8784809708595277 0.00048551171494175006 3.3550000000000004 3.3950000000000005 0.94052824378013633 -4.4999999999999991 decision_type=2 2 10 2 2 10 8 2 10 10 2 10 2 2 10 2 8 2 10 2 8 8 2 10 2 2 10 10 2 8 left_child=7 3 6 8 12 21 11 18 25 20 15 -3 22 -12 28 -7 -11 -10 -1 -16 -6 -5 -4 -22 -9 -2 -17 -15 -8 -14 right_child=1 2 4 5 9 10 14 24 17 16 13 -13 29 27 19 26 -18 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010723284476768831 0.016395301246358334 0.013174625007080004 0.014179649992385553 0.014403942359124806 0.013736074867132532 0.01551214231592637 0.013180950495846604 -0.010997776876874664 0.017557093894818802 0.013618415494324616 0.014649586919038185 0.013684436019013811 0.014028109229914243 0.014941500387426403 0.013783755486583163 0.015664512333730011 0.012951071078874596 0.016864556750356471 -0.010573959435735485 0.012983843772362186 0.013392609219142466 0.013692638692803488 0.014832861014605401 0.013805413200775978 -0.011421128525834554 0.015374701261998398 0.016597723841255647 0.01565663765520545 0.012825293753499991 0.014681307140426328 leaf_weight=3400.2082119211555 64.882391542196274 2013.0268395543098 192.39918524026871 237.14935471117496 1042.5424397438765 130.73065742850304 336.5355761796236 1187.3733044154942 331.0885811150074 194.27517817914486 204.88821132481098 845.31698258221149 951.17154586315155 104.15801841020584 107.79895488917828 59.440417855978012 1308.9263661950827 294.47988472878933 33999.663465790451 4819.8184931129217 2646.1609638482332 226.68091729283333 396.76888316869736 355.5623172223568 365.5493890196085 149.55112342536449 262.88225065171719 381.50201994180679 13098.598614424467 103.22394350171089 leaf_count=55631 274 11033 930 1128 5281 572 1844 15112 1354 1002 949 4313 4667 473 545 259 7483 1224 667282 27277 14059 1159 1816 1787 3489 663 1100 1660 76331 483 internal_value=0 0.0133131 0.0131043 0.015737 0.0135916 0.0151626 0.0129392 -0.0106079 0.016836 0.0133873 0.0156113 0.0133254 0.0142811 0.01525 0.0128791 0.016162 0.0130373 0.0172311 -0.0105875 0.0130013 0.0135174 0.0140563 0.0146195 0.0134415 -0.0110974 0.0156835 0.0164256 0.0155033 0.0128342 0.0140921 internal_weight=0 30859.6 28412.1 2447.43 7191.03 1607.43 21221.1 38952.8 840.002 5547.47 1143.6 2858.34 1643.56 690.548 18362.8 453.053 1503.2 625.568 37399.9 4927.62 4044.27 463.83 589.168 3001.72 1552.92 214.434 322.323 485.66 13435.1 1054.4 internal_count=911180 169666 158851 10815 37508 7300 121343 741514 3515 29612 5013 15346 7896 3082 105997 1931 8485 2578 722913 27822 21127 2287 2746 15846 18601 937 1359 2133 78175 5150 is_linear=0 shrinkage=0.01 Tree=135 num_leaves=31 num_cat=0 split_feature=11 10 1 1 1 6 10 10 1 10 6 6 6 10 2 10 6 2 10 6 10 1 2 2 2 10 1 2 2 10 split_gain=97341.1 64.7754 15.4734 15.1545 13.0951 6.3036 4.92844 4.69546 2.1433 2.05215 1.86337 1.57816 1.50921 1.42137 1.28355 1.27652 1.21489 1.15227 1.00684 0.883645 0.85652 0.791674 0.737552 0.643095 0.639419 0.530131 0.521442 0.518205 0.546328 0.461246 threshold=1.0000000180025095e-35 3.3250000000000006 -32.499999999999993 -65.499999999999986 -59.499999999999993 4.5000000000000009 3.2950000000000004 6.0550000000000006 -65.499999999999986 5.955000000000001 3.5000000000000004 9.5000000000000018 57.500000000000007 4.495000000000001 1.0000000180025095e-35 3.3950000000000005 1.5000000000000002 0.7003401360544218 2.5750000000000006 3.5000000000000004 6.1150000000000011 -30.499999999999996 1.0000000180025095e-35 0.59397644927536242 1.0000000180025095e-35 2.3350000000000004 -1.0000000180025095e-35 1.0000000180025095e-35 0.98936170212765973 8.8850000000000016 decision_type=2 10 8 8 10 2 8 10 10 10 2 2 2 10 2 10 2 2 10 2 10 10 2 2 2 10 8 2 2 10 left_child=15 2 6 5 7 9 18 8 13 14 21 -8 29 19 -3 26 20 -16 -2 -5 24 25 -7 -24 -6 -4 -1 -10 -29 -9 right_child=1 3 10 4 16 22 11 12 27 -11 -12 -13 -14 -15 17 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.010708323033979616 0.013810034120472601 0.014068729921415966 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9846 11459 7348 741514 5848 4409 6192 7795 3149 91192 4659 4094 2667 90375 62954 1286 785 9780 is_linear=0 shrinkage=0.01 Tree=136 num_leaves=31 num_cat=0 split_feature=11 12 12 12 6 12 6 6 6 12 12 12 12 3 12 12 12 12 12 12 3 3 3 0 3 6 3 3 3 3 split_gain=96174 144.678 18.6699 14.2405 4.78986 3.6459 2.6708 2.07735 1.7809 1.4266 1.40727 0.96901 0.887392 0.863689 1.08312 0.660731 0.589822 0.537804 0.532906 0.470517 0.434219 0.384746 0.36765 0.315904 0.304824 0.303814 0.299523 0.285968 0.3885 0.2697 threshold=1.0000000180025095e-35 0.3781151175498963 0.98755538463592529 0.0089773964136838514 7.5000000000000009 0.094556797295808764 3.5000000000000004 4.5000000000000009 3.5000000000000004 0.068259380757808671 0.9999937415122987 0.78322452306747448 0.068259380757808671 0.16749174917491746 0.99999910593032848 0.00048551171494175006 0.0013712961226701001 0.78322452306747448 0.00022280584380490002 0.8784809708595277 0.51234756097560985 0.51234756097560985 0.11180555555555556 1.0000000180025095e-35 0.25108695652173912 4.5000000000000009 0.29429808733309276 0.49341991341991348 0.25108695652173912 0.51234756097560985 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=5 3 7 8 10 16 9 11 15 26 21 -3 -8 -6 -15 -2 25 -9 -10 -7 27 -4 -17 24 -11 -1 -5 28 -12 -13 right_child=1 2 4 6 13 19 12 17 18 23 20 29 -14 14 -16 22 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010602588858993608 0.016731001252210546 0.01391170502611389 0.012976524342307724 0.014821820312008212 0.012870363383848463 -0.010976604631061605 0.016038575920952085 0.014555800447980913 0.017632378962819956 0.014193460457692082 0.012803772355286694 0.01336975817218781 0.015228606114186943 0.01353269166357278 0.013169881831283231 0.015475665432177611 -0.010708041209623185 0.014017910199003399 0.016851145741870348 -0.011390385384543083 0.012918375103770004 0.013184880719174476 0.016200624477008482 0.014163413501959392 0.014800318892615821 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0.0155764 0.013254 0.0133106 0.0162075 -0.0105752 0.0142121 0.0171355 -0.0110741 0.0128336 0.0130341 0.0159317 0.0144296 0.0146119 -0.0105631 0.0151951 0.0128029 0.0128382 0.0134611 internal_weight=0 30445.2 28018.2 2426.93 25093.6 38227.1 1592.08 2924.58 834.856 1040.01 21117 2118.77 552.067 3976.69 3465.38 457.701 36701.1 805.811 377.156 1525.97 16687.1 4429.82 299.797 651.196 386.574 33636.3 388.815 12248.2 7990.26 1392.57 internal_count=911180 169666 158851 10815 143929 741514 7300 14922 3515 4870 122295 11015 2430 21634 18672 1956 722913 3907 1559 18601 97299 24996 1296 3113 1821 671943 1757 71835 46542 7376 is_linear=0 shrinkage=0.01 Tree=137 num_leaves=31 num_cat=0 split_feature=11 6 2 3 3 3 6 3 2 2 6 6 3 0 2 6 3 2 0 2 3 2 2 2 4 4 6 2 3 2 split_gain=95022.6 21.7638 3.65388 3.04551 1.53988 1.06305 1.59929 1.1898 0.947724 0.800339 0.79455 0.726636 0.665559 1.34422 1.0875 0.527925 0.405247 0.400745 0.384128 0.378046 0.36513 0.320028 0.554016 0.450087 0.306757 0.397034 0.277683 0.256826 0.207535 0.206903 threshold=1.0000000180025095e-35 7.5000000000000009 0.98936170212765973 0.51234756097560985 0.88944444444444459 0.49341991341991348 1.5000000000000002 0.33477011494252878 0.93235294117647072 1.0000000180025095e-35 4.5000000000000009 2.5000000000000004 0.90501253132832093 1.0000000180025095e-35 0.087337909992372217 3.5000000000000004 0.77836257309941537 0.25943732193732194 1.0000000180025095e-35 0.18142633228840127 0.95030864197530873 0.74891304347826104 0.67455869991594286 0.75110619469026563 29.500000000000004 20.500000000000004 29.500000000000004 0.9005813953488373 0.31281565656565663 0.84248120300751894 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 8 2 2 2 2 left_child=10 3 4 5 24 6 7 21 18 -6 -1 12 13 19 -14 -7 17 -13 -8 -5 -11 22 -2 -23 25 26 -3 -25 -24 -26 right_child=1 2 -4 11 9 15 8 -9 -10 20 -12 16 14 -15 -16 -17 -18 -19 -20 -21 -22 23 28 27 29 -27 -28 -29 -30 -31 leaf_value=-0.010646348171233555 0.012995979785068454 0.01371941051790952 0.012911876058536664 0.013818202220851448 0.013844116517492058 0.0128675804426003 0.013698803753998779 0.013332759293536642 0.013026451315854653 0.014323889404608927 -0.010552372372600496 0.013032718467876814 0.013184845779284865 0.01300969101674807 0.012669930617861263 0.013662802503359028 0.013821764898819025 0.013550435594494059 0.013266914959236301 0.013376526621367842 0.01503991310465233 0.012764235796607848 0.013389010501247361 0.013249564352695102 0.013860107617422348 0.013623323026932532 0.014155836884283148 0.012943859160129809 0.01433467152783075 0.015104850399870581 leaf_weight=14713.759437732399 5451.4222614765167 307.74888089299202 463.57472890615463 211.88710351288319 166.66508597135544 5696.2318613529205 601.81920431554317 984.43822708725929 552.35609322786331 130.32749137282372 23155.212588176131 234.3514983355999 1732.0712719410658 1227.7347295582294 537.43259128928185 84.724222525954247 274.09399616718292 413.01344795525074 313.06294487416744 2269.3306288123131 157.02719275653362 1523.6889300942421 204.46936303377151 314.07163782417774 2204.5003812909126 1667.220116391778 277.02507968246937 2198.3711936920881 26.178340390324593 13.43524783849716 leaf_count=268033 31201 1594 2691 1103 859 33412 3154 5389 3142 647 473481 1327 9645 7013 3233 450 1419 2211 1723 12364 723 9053 1103 1728 11398 8809 1392 12692 128 63 internal_value=0 0.0131844 0.0137606 0.0130595 0.0138405 0.0129909 0.0130439 0.0130015 0.0133535 0.0143954 -0.0105889 0.0132381 0.0131978 0.0132803 0.0130629 0.0128792 0.0134995 0.013363 0.013551 0.0134142 0.0147152 0.0129679 0.0130163 0.0128998 0.0137842 0.013702 0.0139262 0.0129821 0.0134963 0.0138676 internal_weight=0 30238.3 5387.52 24850.7 4923.95 17950.8 12169.9 10702.6 1467.24 454.02 37869 6899.92 5978.46 3708.95 2269.5 5780.96 921.459 647.365 914.882 2481.22 287.355 9718.2 5682.07 4036.13 4469.93 2251.99 584.774 2512.44 230.648 2217.94 internal_count=911180 169666 28176 141490 25485 103175 69313 61294 8019 2229 741514 38315 33358 20480 12878 33862 4957 3538 4877 13467 1370 55905 32432 23473 23256 11795 2986 14420 1231 11461 is_linear=0 shrinkage=0.01 Tree=138 num_leaves=31 num_cat=0 split_feature=11 12 10 12 12 10 48 12 10 10 12 10 3 12 3 12 10 10 10 10 12 3 12 12 3 3 12 12 10 3 split_gain=93890.1 134.609 19.6723 13.1572 8.67005 6.82372 3.52639 3.42988 3.23563 2.16881 1.94303 1.66043 0.922566 0.90405 0.641693 0.63233 0.608845 0.555771 0.529002 0.506819 0.49097 0.480869 0.442044 0.429981 0.410566 0.402528 0.402179 0.401282 0.378842 0.37662 threshold=1.0000000180025095e-35 0.3781151175498963 3.2950000000000004 0.0089773964136838514 0.98755538463592529 2.6750000000000003 1.0000000180025095e-35 0.094556797295808764 2.6750000000000003 7.0450000000000008 0.068259380757808671 3.2950000000000004 0.50155279503105599 0.78322452306747448 1.0000000180025095e-35 0.00099748477805400022 3.3250000000000006 4.495000000000001 7.0550000000000006 8.1200000000000028 0.94052824378013633 0.22271825396825398 0.8784809708595277 0.97252115607261669 1.0000000180025095e-35 0.98496155585707823 0.00048551171494175006 0.068259380757808671 6.0550000000000006 0.96446608946608958 decision_type=2 2 10 2 2 10 2 2 10 10 2 8 2 2 2 2 10 10 10 10 2 2 2 2 2 2 2 2 10 2 left_child=7 3 6 8 13 27 12 16 26 17 24 -8 23 -4 -12 -10 -1 -6 -11 -20 -14 28 -9 -3 -7 -16 -2 -5 -19 -26 right_child=1 2 4 5 9 10 11 22 15 18 14 -13 20 -15 25 -17 -18 21 19 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31 leaf_value=-0.010693170538917772 0.016023222672600829 0.01299414559749291 0.014365811064587883 0.014215628060610601 0.013196688270523794 0.015191147410685888 0.013451037540940555 -0.010955957214187011 0.017097095544809333 0.012629024916080494 0.014404851501139749 0.012950886917947419 0.013448023643811997 0.013871209478024775 0.015246585884775796 0.016456577218481719 -0.010550195550902036 0.013410274272457357 0.013522684190307561 0.012916485962618643 0.012836000376090171 0.013541450703885724 -0.011360438792865775 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0.0164314 0.0132119 0.0152932 0.0130881 0.0127329 0.0140488 0.0149558 0.016796 -0.0105632 0.0133339 0.0128828 0.0130255 0.0128539 0.0134367 -0.0110513 0.0126888 0.0158056 0.0151277 0.0153615 0.0138391 0.0132328 0.0159553 internal_weight=0 30030.2 27624 2406.2 7006.27 1576.67 20617.7 37513.9 829.526 5400.36 1123.89 3334.07 17283.6 1605.92 677.633 618.725 36014.5 3939.29 1461.07 935.271 4618.24 2251.94 1499.44 12665.4 446.258 516.483 210.801 452.78 764.16 358.809 internal_count=911180 169666 158851 10815 37508 7300 121343 741514 3515 29612 5013 18600 102743 7896 3082 2578 722913 21127 8485 5295 26793 11888 18601 75950 1931 2320 937 2287 4158 1541 is_linear=0 shrinkage=0.01 Tree=139 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 10 10 1 5 6 1 1 10 1 10 1 0 6 10 6 0 10 10 10 1 10 1 10 10 1 split_gain=36553.9 3292.97 1889.47 1249.82 1218.44 994.963 598.263 476.188 433.937 869.915 381.283 321.343 263.882 276.589 255.411 244.986 213.164 197.55 185.13 177.601 162.01 143.737 128.113 143.227 124.762 211.292 329.09 123.834 572.329 115.292 threshold=3.3550000000000004 -32.499999999999993 4.5000000000000009 6.0550000000000006 1.6450000000000002 8.4800000000000022 4.5750000000000011 -361.49999999999994 5.5000000000000009 30.500000000000004 -90.499999999999986 -292.49999999999994 2.3350000000000004 -32.499999999999993 4.0850000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 33.500000000000007 7.4250000000000007 16.500000000000004 1.0000000180025095e-35 8.1200000000000028 5.3350000000000009 5.3450000000000006 -66.499999999999986 6.1150000000000011 -9.4999999999999982 4.995000000000001 4.9850000000000012 -133.49999999999997 decision_type=10 8 2 10 10 10 10 10 10 2 8 10 10 10 10 8 2 2 10 2 2 10 10 10 8 10 10 10 10 8 left_child=1 4 3 6 19 10 7 20 14 18 21 -7 -3 -14 15 -4 -6 24 -10 -1 -2 -5 -8 29 -16 27 -27 28 -26 -24 right_child=2 12 8 5 16 11 22 -9 9 -11 -12 -13 13 -15 17 -17 -18 -19 -20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31 leaf_value=0.0085477961869751123 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970.35067173093557 12595.42896521464 391.79923167079687 489.3484579063952 887.98467305675149 115.42000534012914 128.95293233171105 2609.6105726733804 986.33220589160919 383.02921843156219 204.42819557338953 1944.1255466118455 223.11701161414385 57.546260062605143 leaf_count=18623 11230 82813 20771 7397 30496 476 133210 35677 1410 11376 10230 13211 38181 2534 95903 7259 10225 256124 2423 5529 7734 739 958 41273 17722 3800 4382 36877 1606 991 internal_value=0 0.00941813 -0.00580726 -0.00332183 0.00301436 0.00284271 -0.0044722 -0.0012503 -0.00763533 -0.00120269 0.00640319 -0.00723965 0.0114426 0.0096661 -0.00791685 -0.00422259 -0.00144662 -0.00821801 0.00860374 0.00749109 0.00254866 -5.36342e-06 -0.0057224 -0.00388269 -0.00705263 -0.00567804 -0.000171753 -0.00670377 -0.00419138 0.00458344 internal_weight=0 25400 41585.9 17624.1 6101.19 2771.64 14852.5 4152.1 23961.7 1004.72 2048.3 723.336 19298.8 5833.71 22957 1730.41 3055.97 21226.6 476.017 3045.22 1838.52 638.835 10700.4 2796.11 8631.18 3741.03 587.457 3153.57 1209.45 186.499 internal_count=911180 188401 722779 263126 64873 32053 231073 54641 459653 15209 18366 13687 123528 40715 444444 28030 40721 416414 3833 24152 18964 8136 176432 43222 160290 64387 8182 56205 19328 1949 is_linear=0 shrinkage=0.01 Tree=140 num_leaves=31 num_cat=0 split_feature=12 12 12 10 1 10 1 12 12 12 10 12 10 10 1 10 10 12 10 5 5 6 10 6 1 6 10 12 5 10 split_gain=73630.6 1727.52 1331 190.474 179.792 440.663 149.762 122.514 109.712 109.556 85.698 69.5279 51.0688 40.8384 37.1417 168.528 31.3784 31.2615 26.5991 25.8346 25.4819 21.6009 19.1372 17.7142 16.2382 15.9008 15.8172 15.1557 13.8946 13.1701 threshold=0.068259380757808671 0.78322452306747448 0.0013712961226701001 8.2700000000000014 -371.49999999999994 3.1150000000000007 -390.49999999999994 0.98755538463592529 0.0089773964136838514 0.00014260681928130004 3.1750000000000003 0.3781151175498963 2.1250000000000004 6.285000000000001 -2.4999999999999996 3.9350000000000005 3.9650000000000003 0.0070173616986721008 5.7950000000000008 1.5000000000000002 1.5000000000000002 32.500000000000007 2.3850000000000002 133.50000000000003 -351.49999999999994 3.5000000000000004 5.8550000000000013 9.0361113507242425e-06 1.5000000000000002 2.4350000000000005 decision_type=2 2 2 8 10 10 10 2 2 2 10 2 10 8 8 10 10 2 10 10 10 2 10 2 10 2 10 2 10 10 left_child=2 4 9 6 5 12 10 14 25 27 29 19 -2 24 -3 22 -7 -5 -18 23 21 -10 -16 -6 -11 -8 -27 -1 -13 -4 right_child=1 7 3 17 11 16 8 -9 20 13 -12 28 -14 -15 15 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.010449015799156127 0.010682836224128909 0.011132661537809731 0.002205608551050411 -0.00052530965969830191 0.00590605971523008 -0.00096847068460875741 -0.0041655040113751833 0.012645523348668791 0.00083877092016712118 -0.0099576724093505108 -0.0093613006758279643 0.0090388046794649367 0.0040002221379342867 -0.0051102218210968301 0.012073910527748033 -0.00096681992809987229 -0.0069875735340165206 0.004996210272467729 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1370 577 35031 10277 1049 107811 1656 1349 internal_value=0 0.0116195 -0.00951404 -0.00389502 0.00461963 0.00122931 -0.00468199 0.012445 -0.00332435 -0.0101586 -0.00795755 0.00630114 0.00817336 -0.0083517 0.0101607 0.00839032 -0.00483985 0.00250497 -0.00629254 0.00468272 -0.00104987 -2.68295e-05 0.0107446 0.0055436 -0.00876536 -0.00535034 -0.0064161 -0.0103425 0.00833894 -0.00177105 internal_weight=0 29897.4 36751.1 3781.79 3153.76 1045.6 3367.68 26743.7 2380.87 32969.3 986.814 2108.16 487.652 3045.66 2158.52 765.007 557.948 414.106 405.71 1174.99 1121.65 767.89 611.221 878.776 2700.98 1259.22 662.921 29923.6 933.176 182.503 internal_count=911180 184540 726640 52747 26100 10413 48991 158440 33346 673893 15645 15687 3114 54582 13088 5205 7299 3756 5795 9670 13548 8707 3695 6833 49458 19798 11326 619311 6017 1817 is_linear=0 shrinkage=0.01 Tree=141 num_leaves=31 num_cat=0 split_feature=11 10 1 1 1 6 10 10 10 1 6 6 6 10 10 3 2 2 3 6 3 1 10 3 10 6 1 3 10 3 split_gain=91233.8 60.4566 14.3956 13.4681 11.6943 5.83586 4.60097 4.5919 1.92184 1.88512 1.56821 1.4634 1.41248 1.23823 1.2098 1.17208 1.13192 1.03985 0.946975 0.803649 0.717309 0.694437 0.643633 0.607998 0.51082 0.505356 0.501676 0.478733 0.443009 0.433427 threshold=1.0000000180025095e-35 3.3550000000000004 -32.499999999999993 -65.499999999999986 -59.499999999999993 4.5000000000000009 6.0550000000000006 1.0000000180025095e-35 5.955000000000001 -65.499999999999986 3.5000000000000004 9.5000000000000018 38.500000000000007 3.3950000000000005 4.495000000000001 0.37341365461847392 1.0000000180025095e-35 0.7003401360544218 0.20112359550561798 3.5000000000000004 0.091229193341869366 -30.499999999999996 6.1150000000000011 0.11180555555555556 2.3350000000000004 13.500000000000002 -1.0000000180025095e-35 0.78598691384950936 2.5450000000000004 0.90501253132832093 decision_type=2 10 8 8 10 2 10 10 10 10 2 2 2 10 10 2 2 2 2 2 2 10 10 2 10 2 8 2 10 2 left_child=13 2 7 5 6 8 9 11 16 14 21 -2 29 26 19 22 -3 -18 -7 -5 -11 24 -6 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1669.2 36654.5 2033.22 1189.67 1476.72 903.733 998.046 1324.71 259.892 15017.2 470.586 1266.29 14867.9 857.955 3784.19 708.512 873.583 1649.32 internal_count=911180 169666 127521 42145 27875 14270 22081 18698 9630 12235 108823 12228 9846 741514 10960 5794 7286 4372 4640 7296 1275 91534 2374 6470 90717 3949 62954 3664 4393 9754 is_linear=0 shrinkage=0.01 Tree=142 num_leaves=31 num_cat=0 split_feature=11 12 12 12 1 12 12 1 12 12 2 1 1 2 2 12 2 2 2 1 12 2 12 12 2 2 2 2 1 2 split_gain=90152.6 132.774 17.0974 13.1912 5.70311 3.43039 2.35961 1.72398 1.43872 1.10508 1.09718 1.03744 0.894431 0.798375 1.02882 0.791815 0.778139 0.72263 0.66564 0.580992 0.552526 0.497026 0.452869 0.444586 0.413634 0.380875 0.371048 0.348624 0.347416 0.29649 threshold=1.0000000180025095e-35 0.3781151175498963 0.98755538463592529 0.0089773964136838514 -32.499999999999993 0.094556797295808764 0.068259380757808671 -1.0000000180025095e-35 0.00048551171494175006 0.99999827146530174 0.96213569039656011 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1037 1453 406 3382 3371 641 1178 28889 27776 6433 2310 245 1558 226 50970 6592 3484 3489 2350 3194 1259 8415 174 33243 internal_value=0 0.0130165 0.0128162 0.0152789 0.0127297 -0.0105634 0.0147375 0.0135506 0.0163014 0.0130258 0.0131565 0.0152197 0.0144235 0.0126497 0.0127191 0.0137161 0.0145979 0.0159598 0.0154205 0.0160927 -0.0105434 0.0128607 0.0131833 -0.0110358 0.0139805 0.012708 0.0162222 0.0132542 0.016812 0.0125891 internal_weight=0 29296.3 26913.2 2383.08 24077.4 36310.2 1558.09 2835.82 824.983 5120.66 2858.63 614.534 943.559 18956.8 8838.27 1955 714.235 494.32 496.09 441.02 34835.7 2262.03 880.823 1474.44 717.287 1097.69 391.229 2289.55 330.663 10118.5 internal_count=911180 169666 158851 10815 143929 741514 7300 14922 3515 28977 15809 2775 4525 114952 52820 9985 3347 2136 2199 1891 722913 13168 4937 18601 3552 6576 1665 12438 1379 62132 is_linear=0 shrinkage=0.01 Tree=143 num_leaves=31 num_cat=0 split_feature=11 12 10 12 12 10 1 12 10 10 12 10 12 2 10 12 2 10 5 12 1 1 1 1 12 2 12 10 10 1 split_gain=89085.6 127.479 18.8916 12.5895 8.23808 6.56437 3.92326 3.32337 3.23655 2.04808 1.84682 1.2684 0.847919 0.809678 0.803576 0.624979 0.610222 0.605659 0.600942 0.540736 0.536401 0.486392 0.463461 0.43397 0.430129 0.390802 0.380616 0.354441 0.353338 0.351334 threshold=1.0000000180025095e-35 0.3781151175498963 3.2950000000000004 0.0089773964136838514 0.98755538463592529 2.6750000000000003 -32.499999999999993 0.094556797295808764 2.6750000000000003 7.0450000000000008 0.068259380757808671 1.0000000180025095e-35 0.78322452306747448 0.012270400481782552 2.3350000000000004 0.00099748477805400022 0.034723896792862259 3.3250000000000006 1.5000000000000002 0.8784809708595277 -65.499999999999986 -18.499999999999996 -367.49999999999994 -60.499999999999993 0.8784809708595277 1.0000000180025095e-35 0.00048551171494175006 3.3950000000000005 3.3550000000000004 -4.4999999999999991 decision_type=2 2 10 2 2 10 8 2 10 10 2 10 2 2 10 2 2 10 10 2 8 8 10 10 2 2 2 10 10 8 left_child=7 3 6 8 12 21 11 17 26 20 16 -3 22 -12 -8 -10 -7 -1 -11 -16 -6 -5 -4 -22 -9 -24 -2 -15 -18 -14 right_child=1 2 4 5 9 10 14 24 15 18 13 -13 29 27 19 -17 28 -19 -20 -21 23 -23 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010669403244034752 0.015767645142645642 0.012838220193485435 0.015027032860765802 0.013960278652128873 0.013364531358633481 0.014995746096427126 0.012527724036067053 -0.010928885033876264 0.016864995536680222 0.013307838245206328 0.01420966810961968 0.013312508439457539 0.01363349006600943 0.014445623955653861 0.013400282713686703 0.016225858127284401 0.015109660479095377 -0.010524361899258421 0.012646609302392975 0.012665591093637876 0.013048952856912837 0.0132959853718901 0.013689859313883135 0.013430440289872669 -0.01133217947640964 0.014278274444126897 0.014837245572970765 0.015116113004452153 0.01597630340704519 0.014259858876728046 leaf_weight=3170.2807100526989 63.225271418690681 1894.892349973321 57.851745307445526 226.79712569713593 991.47682724893093 126.74546314775944 12575.376944288611 1114.5183654278517 325.85299432277679 154.29816682636738 197.08813939988613 802.72685120999813 907.98724983632565 100.19380715489388 102.4468854367733 288.40886549651623 57.589515253901482 31337.372700985521 1258.3689593076706 4524.5236579030752 2503.5034358650446 214.43598373234272 169.18759027123451 338.51537723839283 346.72978077083826 339.10530038177967 144.36720332503319 369.97787277400494 256.92847765982151 99.346726521849632 leaf_count=55631 274 11033 263 1128 5281 572 78175 15112 1354 834 949 4313 4667 473 545 1224 259 667282 7651 27277 14059 1159 861 1787 3489 1622 663 1660 1100 483 internal_value=0 0.0129777 0.0127804 0.0151996 0.0132347 0.014669 0.0126248 -0.0105575 0.0162001 0.0130443 0.0150796 0.0129794 0.0138693 0.0147477 0.0125692 0.0165649 0.0155815 -0.0105377 0.0127188 0.0126819 0.0131643 0.0136374 0.0141789 0.0130944 -0.0110246 0.0140824 0.0151206 0.0149732 0.0158176 0.0136953 internal_weight=0 29091.2 26719.6 2371.61 6819.64 1549.76 19900 35968.9 821.854 5246.16 1108.52 2697.62 1573.48 667.26 17202.3 614.262 441.263 34507.7 1412.67 4626.97 3833.5 441.233 566.145 2842.02 1461.25 508.293 207.592 470.172 314.518 1007.33 internal_count=911180 169666 158851 10815 37508 7300 121343 741514 3515 29612 5013 15346 7896 3082 105997 2578 1931 722913 8485 27822 21127 2287 2746 15846 18601 2483 937 2133 1359 5150 is_linear=0 shrinkage=0.01 Tree=144 num_leaves=31 num_cat=0 split_feature=11 12 10 12 12 10 1 12 10 10 12 10 6 12 2 6 6 12 10 2 10 10 1 12 1 12 2 6 12 10 split_gain=88033.1 122.382 18.1816 12.0238 7.91522 6.28458 3.77715 3.21976 3.08401 1.96967 1.7645 1.22004 1.14217 0.813145 0.775113 0.757432 0.601731 0.594634 0.58698 0.582652 0.547005 0.630184 0.467213 0.448133 0.444444 0.416156 0.374835 0.374826 0.363497 0.33902 threshold=1.0000000180025095e-35 0.3781151175498963 3.2950000000000004 0.0089773964136838514 0.98755538463592529 2.6750000000000003 -32.499999999999993 0.094556797295808764 2.6750000000000003 7.0450000000000008 0.068259380757808671 1.0000000180025095e-35 3.5000000000000004 0.78322452306747448 0.012270400481782552 30.500000000000004 4.5000000000000009 0.00099748477805400022 3.3250000000000006 0.034723896792862259 4.495000000000001 6.1150000000000011 -18.499999999999996 0.94052824378013633 -367.49999999999994 0.8784809708595277 1.0000000180025095e-35 16.500000000000004 0.00048551171494175006 3.3950000000000005 decision_type=2 2 10 2 2 10 8 2 10 10 2 10 2 2 2 2 2 2 10 2 10 10 8 2 10 2 2 2 2 10 left_child=7 3 6 8 13 22 11 18 28 16 19 27 23 24 -12 -11 20 -10 -1 -7 -6 -22 -5 -8 -4 -9 -26 -3 -2 -16 right_child=1 2 4 5 9 10 12 25 17 15 14 -13 -14 -15 29 -17 -18 -19 -20 -21 21 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.010662334231288612 0.015677960878055758 0.012758888640687803 0.014952903008864288 0.013905845907432003 0.012883496557568888 0.014921584485887185 0.012847376738584191 -0.010918896366018418 0.016750603492526415 0.012629756041313299 0.014150476383483801 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leaf_count=55631 274 10164 263 1128 6978 572 2120 15112 1354 8108 949 4313 16663 5150 473 377 6110 1224 667282 1359 5643 2396 1159 87214 861 3489 1622 869 663 1660 internal_value=0 0.0129393 0.0127452 0.0151215 0.0131923 0.0146013 0.0125919 -0.0105516 0.0161009 0.013005 0.0150039 0.012941 0.0125371 0.0138162 0.0146785 0.0126846 0.013123 0.0164575 -0.0105321 0.0154955 0.013041 0.0131711 0.0135885 0.0125009 0.0141203 -0.0110135 0.0140255 0.0128021 0.0150444 0.0148997 internal_weight=0 28886.6 26526.5 2360.08 6773.37 1541.41 19753.2 35630.6 818.663 5209.59 1103.01 2678.65 17074.5 1563.78 663.719 1402.37 3807.22 612.1 34182.5 439.286 2670.27 1462.27 438.408 14278.2 562.827 1448.16 505.268 1881.31 206.563 467.78 internal_count=911180 169666 158851 10815 37508 7300 121343 741514 3515 29612 5013 15346 105997 7896 3082 8485 21127 2578 722913 1931 15017 8039 2287 89334 2746 18601 2483 11033 937 2133 is_linear=0 shrinkage=0.01 Tree=145 num_leaves=31 num_cat=0 split_feature=11 12 10 12 12 10 1 12 10 10 12 10 12 10 10 12 5 12 1 1 1 1 12 12 1 10 10 0 12 1 split_gain=86995.3 117.509 17.4996 11.486 7.60713 6.01821 3.63653 3.11944 2.9395 1.89433 1.68666 1.17381 0.779774 0.748286 0.568885 0.565945 0.558118 0.503392 0.497311 0.448853 0.426285 0.402814 0.402651 0.347231 0.327496 0.328158 0.309287 0.29228 0.285734 0.277728 threshold=1.0000000180025095e-35 0.3781151175498963 3.2950000000000004 0.0089773964136838514 0.98755538463592529 2.6750000000000003 -32.499999999999993 0.094556797295808764 2.6750000000000003 7.0450000000000008 0.068259380757808671 1.0000000180025095e-35 0.78322452306747448 2.3350000000000004 3.3250000000000006 0.00099748477805400022 1.5000000000000002 0.8784809708595277 -65.499999999999986 -18.499999999999996 -367.49999999999994 -60.499999999999993 0.8784809708595277 0.00048551171494175006 -4.4999999999999991 3.8350000000000004 3.3950000000000005 1.0000000180025095e-35 0.94052824378013633 -52.499999999999993 decision_type=2 2 10 2 2 10 8 2 10 10 2 10 2 10 10 2 10 2 8 8 10 10 2 2 8 10 10 2 2 10 left_child=7 3 6 8 12 19 11 14 23 18 26 -3 20 28 -1 -10 -11 -15 -6 -5 -4 -20 -9 -2 -14 -26 -7 -12 -8 -18 right_child=1 2 4 5 9 10 13 22 15 16 27 -13 24 17 -16 -17 29 -19 21 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.010655344210791456 0.015590167081161573 0.012766456038512149 0.014880219165504242 0.013852366635490753 0.013276483569255332 0.014855120689459957 0.012764107100297991 -0.010909023159332206 0.016638872245232923 0.013222282055866242 0.014731794478348645 0.013225870190119384 0.013536026761172576 0.013312760256391148 -0.010513453673740202 0.016028465326632328 0.012554528948403587 0.012599230269178101 0.012970509057031898 0.013210082889856596 0.013969552457735575 0.013340494933915545 -0.011302670265634748 0.014697366700115915 0.013369065528841824 0.014575322032756483 0.015538532390330413 0.014245241740660382 0.012457496824974948 0.013435908675678154 leaf_weight=3111.584544673562 62.67526987195015 1867.7593151926994 57.262867599725723 224.02932228147984 978.34404358267784 81.358360156416893 311.78782257437706 1094.4284545108676 323.71941225230694 152.24834424257278 495.74325656890869 791.96013975143433 896.34378628432751 101.11639945209026 30748.56171322614 286.16187410056591 1202.999019280076 4458.4178792089224 2468.5587209016085 211.54981444776058 502.23309625685215 334.08616657555103 340.74694360792637 142.84852953255177 35.091942518949509 63.117594763636589 355.91922530531883 164.40927532315254 12075.792242631316 36.846453949809074 leaf_count=55631 274 11033 263 1128 5281 372 1844 15112 1354 834 2292 4313 4667 545 667282 1224 7456 27277 14059 1159 2483 1787 3489 663 188 295 1559 790 76331 195 internal_value=0 0.0129016 0.0127105 0.015045 0.0131506 0.014535 0.0125595 -0.0105458 0.0160039 0.0129663 0.0149297 0.0129033 0.0137641 0.0125055 -0.0105265 0.0163525 0.0126509 0.0126151 0.0130824 0.0135404 0.0140628 0.0130146 -0.0110025 0.0149696 0.0135961 0.0141443 0.0154114 0.0146106 0.0124652 0.0125807 internal_weight=0 28682.4 26334 2348.41 6727.13 1533.01 19606.8 35295.3 815.405 5173.08 1097.43 2659.72 1554.05 16947.1 33860.1 609.881 1392.09 4559.53 3780.99 435.579 559.496 2802.64 1435.18 205.524 994.553 98.2095 437.278 660.153 12387.6 1239.85 internal_count=911180 169666 158851 10815 37508 7300 121343 741514 3515 29612 5013 15346 7896 105997 722913 2578 8485 27822 21127 2287 2746 15846 18601 937 5150 483 1931 3082 78175 7651 is_linear=0 shrinkage=0.01 Tree=146 num_leaves=31 num_cat=0 split_feature=12 12 12 48 12 12 12 48 12 12 48 6 5 6 48 5 6 6 48 5 3 12 6 5 2 2 3 3 12 3 split_gain=68504.4 1620.39 1282.34 129.834 123.431 118.894 107.724 71.3953 65.6577 58.6186 45.4109 26.9233 26.2145 24.7039 22.6206 21.9531 21.0499 18.9896 17.8355 16.9557 15.7552 15.0898 14.755 12.4048 11.9704 11.1787 10.8576 10.7014 10.5611 10.3811 threshold=0.068259380757808671 0.78322452306747448 0.0013712961226701001 1.0000000180025095e-35 0.0089773964136838514 0.99473056197166454 0.00014260681928130004 1.0000000180025095e-35 0.2688089013099671 0.3781151175498963 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 0.51530771633864425 9.0361113507242425e-06 133.50000000000003 1.5000000000000002 0.12560679611650488 0.17677696078431374 0.50155279503105599 0.15074051531750862 0.94052824378013633 0.50155279503105599 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 10 2 2 2 10 2 2 2 10 2 2 2 2 2 2 left_child=2 3 6 8 10 14 21 16 13 15 -4 26 25 20 17 22 29 -3 -8 24 -2 -1 -5 -11 -12 -9 -10 -20 -19 -6 right_child=1 5 4 9 7 -7 18 12 11 23 19 -13 -14 -15 -16 -17 -18 28 27 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010414375949649736 0.002653934598284178 0.0099371278665215928 -0.0078149537723657004 0.0058935884282821796 -0.0016715872698737993 0.012468110771549204 -0.0093663731517712005 0.0023864277259781274 0.0064562477998942915 0.0089854442636412343 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2205 5103 is_linear=0 shrinkage=0.01 Tree=147 num_leaves=31 num_cat=0 split_feature=12 12 12 10 10 48 12 12 12 48 12 29 10 10 10 10 39 48 10 48 12 10 29 39 10 5 29 12 10 5 split_gain=67631.8 1620.54 1285.47 176.279 155.924 270.214 121.489 109.118 97.7907 77.3976 52.7922 52.5051 50.1341 45.3646 39.6836 38.5159 33.2358 32.4133 31.5645 71.5862 28.3398 21.7703 25.0531 23.1411 25.0275 20.7512 19.2802 17.8825 17.2249 16.0514 threshold=0.068259380757808671 0.78322452306747448 0.0013712961226701001 6.2350000000000012 2.6750000000000003 1.0000000180025095e-35 0.99473056197166454 0.00014260681928130004 0.0089773964136838514 1.0000000180025095e-35 0.2688089013099671 1.0000000180025095e-35 2.8550000000000004 3.6350000000000002 6.285000000000001 5.7250000000000005 1.0000000180025095e-35 1.0000000180025095e-35 2.6250000000000004 1.0000000180025095e-35 0.0070173616986721008 3.6650000000000005 1.0000000180025095e-35 1.0000000180025095e-35 5.5050000000000008 1.5000000000000002 1.0000000180025095e-35 0.51461192965507518 2.5450000000000004 1.5000000000000002 decision_type=2 2 2 8 10 2 2 2 2 2 2 2 10 10 8 10 2 2 10 2 2 10 2 2 10 10 2 2 8 10 left_child=2 4 7 8 28 11 18 -1 17 12 -7 13 -10 -6 -9 16 27 -4 -3 21 -5 -20 23 24 -23 -11 -14 -15 -2 -12 right_child=1 6 3 20 5 10 -8 14 9 25 29 -13 26 15 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010297042956677042 0.0064381935089079011 0.011758403274147143 -0.0083161450604811206 -0.00099752431609117392 0.0017063197243566525 0.0036349030452974694 0.012434249304175882 -0.0086728639649375026 0.0015902620300819886 5.8697554628545263e-05 0.0082796741986497051 0.0051517179068296653 -0.0074384450645842695 -0.0062879299390735813 -0.004977636470268435 0.0042783075168085936 0.0088425932903686329 -0.005351008807914062 0.0090369611964395951 0.010845309680160864 0.0036811725666073443 0.0013940879005901569 0.010839443464574935 0.012504198013441537 0.0083120275341353918 -0.0031855706433878751 -0.001424800115455035 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0.406391 0.37593 0.361175 threshold=1.0000000180025095e-35 3.3550000000000004 -32.499999999999993 -65.499999999999986 -59.499999999999993 4.5000000000000009 1.0000000180025095e-35 6.0550000000000006 5.955000000000001 -65.499999999999986 3.5000000000000004 9.5000000000000018 38.500000000000007 3.3950000000000005 4.495000000000001 0.37341365461847392 1.0000000180025095e-35 0.7003401360544218 0.20112359550561798 3.5000000000000004 0.091229193341869366 -30.499999999999996 6.1150000000000011 0.11180555555555556 13.500000000000002 -1.0000000180025095e-35 2.3350000000000004 0.78598691384950936 2.5450000000000004 1.0000000180025095e-35 decision_type=2 10 8 8 10 2 10 10 10 10 2 2 2 10 10 2 2 2 2 2 2 10 10 2 2 8 10 2 10 2 left_child=13 2 6 5 7 8 11 9 16 14 21 -2 -9 25 19 22 -3 -18 -7 -5 -11 26 -6 -8 -20 -1 -4 -16 -25 -17 right_child=1 3 10 4 15 18 23 12 -10 20 -12 -13 -14 -15 27 29 17 -19 24 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31 leaf_value=-0.010635041718189447 0.012747140664603257 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345.29031850397587 160.81477138400078 142.71792429685593 91.269785195589066 292.73211699724197 599.96835984289646 847.91093286126852 3284.1987858116627 219.43417704105377 546.97217781841755 558.15296472609043 leaf_count=50890 10787 2914 70062 5424 1849 691 2077 9754 2344 489 17289 1441 92 678560 2424 701 3065 1307 1135 1872 786 817 525 1585 2814 12064 20655 1240 2808 2719 internal_value=0 0.0128115 0.0125504 0.0134992 0.0132104 0.0140061 0.0131035 0.0129645 0.0137009 0.0132345 0.012444 0.0128415 0.0125911 -0.010532 0.0131374 0.0140206 0.0138625 0.0140679 0.0145871 0.0129704 0.0139884 0.0124057 0.0136569 0.0135499 0.0147037 -0.0106968 0.0123992 0.0134481 0.013687 0.0142574 internal_weight=0 28110.4 20375.9 7734.48 4926.72 2807.76 3286.91 3779.69 1840.7 2193.33 17089 2071.23 1586.37 34395.4 1942.84 1147.03 1421.89 871.695 967.056 1263.84 250.486 14252.9 452.25 1215.68 832.214 3568.02 14110.2 678.997 839.704 694.775 internal_count=911180 169666 127521 42145 27875 14270 18698 22081 9630 12235 108823 12228 9846 741514 10960 5794 7286 4372 4640 7296 1275 91534 2374 6470 3949 62954 90717 3664 4393 3420 is_linear=0 shrinkage=0.01 Tree=149 num_leaves=31 num_cat=0 split_feature=12 12 12 1 12 12 12 1 12 12 1 1 6 3 6 3 6 1 6 6 3 6 12 6 12 6 3 6 3 12 split_gain=65985.2 1598.97 1279.19 155.53 132.607 122.688 96.2701 86.1108 61.6084 60.3098 53.5216 29.2719 27.7043 25.0056 20.5368 20.2704 19.5604 19.1983 18.6215 16.3146 18.5313 15.8008 15.6288 13.4166 12.9053 10.9384 10.3575 10.0361 9.89788 9.84145 threshold=0.068259380757808671 0.78322452306747448 0.0011766494717448501 -371.49999999999994 0.0089773964136838514 0.99473056197166454 0.00014260681928130004 -364.49999999999994 0.3781151175498963 0.3781151175498963 -3.4999999999999996 -364.49999999999994 3.5000000000000004 0.50155279503105599 3.5000000000000004 0.96999699969997011 105.50000000000001 -290.49999999999994 1.5000000000000002 3.5000000000000004 0.96178188899707895 32.500000000000007 9.0361113507242425e-06 3.5000000000000004 0.18897357583045957 101.50000000000001 0.50155279503105599 455.50000000000006 0.50155279503105599 0.97252115607261669 decision_type=2 2 2 10 2 2 2 10 2 2 8 10 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 6 9 10 11 22 18 16 12 19 14 13 -2 -3 21 24 -8 28 -4 -21 -9 -1 26 -5 -10 -11 -13 -6 -16 right_child=1 5 4 8 7 -7 17 15 25 23 -12 27 -14 -15 29 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010396363624597359 0.0025449877695395552 0.0095186506047398398 -0.003646201237550736 0.0038549549144343844 -0.0018897133723441565 0.012369365901456566 -0.0094843712095352296 -0.0001461689543293344 0.0082948616602337485 0.0063780692582601261 -0.008503128015042289 0.010972668216825335 -0.0039305338302704738 -0.0030727840499672988 0.0043896056446416703 0.0035427922216552644 0.00026619305320158161 -0.0076866740030673954 -0.0070716054685780062 -0.0061554142572419939 -3.4260730848143961e-05 -0.0029793976157658992 -0.0097805047953876643 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887.176 621.037 13200.7 internal_count=911180 169666 52142 46486 20332 117524 26154 13647 10951 12507 8700 4746 16984 9532 7404 101615 741514 3807 3348 5284 5656 2768 6205 2756 1423 3390 3062 4608 3416 268033 is_linear=0 shrinkage=0.01 Tree=151 num_leaves=31 num_cat=0 split_feature=12 12 12 10 1 10 1 12 12 12 10 12 10 10 10 1 10 12 10 10 6 6 6 12 1 10 10 12 10 10 split_gain=64377.5 1579.54 1274.03 176.064 150.214 388.571 124.598 124.259 109.663 97.1529 83.3284 59.8641 45.9415 34.1322 32.2631 114.632 77.8455 29.282 28.373 24.1507 20.6738 18.9167 17.7792 15.8681 15.344 14.8718 13.0563 12.494 12.4533 12.0821 threshold=0.068259380757808671 0.78322452306747448 0.0011766494717448501 6.2350000000000012 -371.49999999999994 3.1150000000000007 -380.49999999999994 0.99473056197166454 0.0089773964136838514 0.00014260681928130004 3.1750000000000003 0.3781151175498963 2.1250000000000004 6.2550000000000008 2.6250000000000004 -1.0000000180025095e-35 3.9950000000000006 0.0070173616986721008 3.9650000000000003 5.7950000000000008 32.500000000000007 105.50000000000001 3.5000000000000004 9.0361113507242425e-06 -351.49999999999994 5.7950000000000008 9.0500000000000025 0.18897357583045957 2.4350000000000005 4.9050000000000011 decision_type=2 2 2 8 10 10 10 2 2 2 10 2 10 8 10 8 10 2 10 10 2 2 2 2 10 10 8 2 10 10 left_child=2 4 9 6 5 12 10 14 22 23 28 21 -2 24 -3 -16 -17 -5 -7 -20 -10 27 -8 -1 -11 29 -19 -6 -4 -18 right_child=1 7 3 17 11 18 8 -9 20 13 -12 -13 -14 -15 15 16 25 26 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010384826652544189 0.010332668888500587 0.011618312029982911 0.0022388204945638151 -0.0010375132951961216 0.0038058497729065734 -0.00094743543560289972 -0.0042408931849909244 0.012306246036702533 -0.00023637560588900296 -0.009921392910271068 -0.0092297919793446932 0.0078828376476457324 0.0038168156204051343 -0.0050912151228783955 0.010638596838258185 0.0083500341142901408 0.0012978416694271247 3.6790647650836449e-05 -0.0068516707148063198 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1411 876 internal_value=0 0.0112343 -0.00939993 -0.00386835 0.00436863 0.00116845 -0.00476667 0.0120652 -0.00346963 -0.0100913 -0.00780252 0.00593893 0.00787085 -0.00825284 0.00997824 0.00920909 0.00460337 0.00142718 -0.00472359 -0.00615851 -0.00102746 0.00440316 -0.005495 -0.0102698 -0.0086649 -0.000434831 0.00364047 0.00481113 -0.00163898 -0.00145616 internal_weight=0 27688.2 33311.1 3701.09 2989.19 983.953 3164.31 24699 2217.08 29610 947.228 2005.24 460.322 2619.93 2557.61 1741.09 412.395 536.785 523.632 379.444 1005.11 1120.22 1211.96 26990.1 2317.84 175.883 282.817 1019.71 178.104 156.568 internal_count=911180 184540 726640 55788 26100 10413 50081 158440 33681 670852 16400 15687 3114 51541 16420 11254 3288 5707 7299 5795 12844 9670 20837 619311 46644 1730 2569 8530 1903 1596 is_linear=0 shrinkage=0.01 Tree=152 num_leaves=31 num_cat=0 split_feature=1 3 0 0 5 2 3 3 3 1 1 4 3 3 2 5 2 1 5 2 5 2 3 1 5 3 1 3 5 4 split_gain=15269.1 2662.64 1364.14 1251.05 865.137 864.825 893.437 559.811 528.045 322.364 275.64 203.135 183.108 273.645 237.033 188.793 169.895 166.265 162.179 159.854 149.592 131.343 273.782 128.313 125.134 93.9058 89.8553 89.0989 83.4367 79.8415 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 0.091372912801484213 0.90943267259056748 0.98089094449853953 0.25108695652173912 -90.499999999999986 -9.4999999999999982 24.500000000000004 0.33248299319727892 0.51234756097560985 0.50144508670520238 1.5000000000000002 0.019324122479462254 -147.49999999999997 2.5000000000000004 0.65858556175923211 1.5000000000000002 0.25092592592592594 0.75103305785123975 -65.499999999999986 1.5000000000000002 0.22271825396825398 -142.49999999999997 0.49341991341991348 2.5000000000000004 20.500000000000004 decision_type=8 2 2 2 10 2 2 2 2 10 10 8 2 2 2 10 2 10 10 2 10 2 2 10 10 2 10 2 10 10 left_child=1 9 5 4 8 6 23 -8 -2 17 -4 -9 -10 14 24 -15 -17 -1 25 -16 27 22 -6 -3 -14 -7 -19 -5 -13 -11 right_child=3 2 10 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684.16677305847406 265.61803572624922 1029.2344257980585 732.60846256092191 5304.2168170958757 1838.0341610871255 163.74990294873714 1079.1402246654034 396.71244841814041 4881.2904629446566 762.68267578631639 997.75232817232609 937.94720234721899 253.48694793134928 488.20322679355741 1282.1026842407882 16932.226983707398 185.51892582327127 4328.6699638143182 131.94149381667376 3099.8535821214318 leaf_count=10901 28661 783 47002 32617 1483 11890 35701 8786 5573 8645 6195 11911 7644 62842 23230 1364 17406 8760 110007 6869 10360 17514 4746 3458 9724 347328 2569 32798 2349 32064 internal_value=0 -0.00428507 -0.00543048 0.00589864 0.00423217 -0.0062377 -0.00180851 -0.00376814 0.00493825 0.00230609 0.000193718 0.000382471 0.00392531 0.00414463 0.00600942 0.00283003 -0.000677988 -0.00172513 -0.0069808 0.00401481 0.00886898 -0.0033357 0.00114708 0.0102687 0.00858419 -0.00653394 -0.00584711 0.00931978 0.00261597 0.00383756 internal_weight=0 35268.8 30047.2 25273.8 16190.4 26275.9 3775.03 3248.01 14808.8 5221.58 3771.3 1624.38 11499.7 11162.5 4615.43 6547.11 1242.89 1437.55 22500.9 2600.72 9083.42 1381.65 443.702 527.017 2014.71 17619.6 582.231 8085.67 1161.18 3784.02 internal_count=911180 648349 585410 262831 187056 532213 62988 58747 163313 62939 53197 23046 134652 129079 47467 81612 18770 22230 469225 30099 75775 23743 6229 4241 17368 359218 11329 65415 14260 40709 is_linear=0 shrinkage=0.01 Tree=153 num_leaves=31 num_cat=0 split_feature=12 12 12 10 1 10 1 12 12 12 10 12 10 10 10 10 1 10 12 10 2 2 12 1 10 10 10 10 10 10 split_gain=63253 1570.67 1277.58 173.68 151.603 380.695 126.715 125.234 108.406 98.6095 82.1735 58.7248 37.9443 35.3771 34.38 32.0236 115.721 76.4923 28.6052 23.6645 18.1885 16.9921 16.1645 15.8095 14.1556 12.9041 12.5917 12.5402 12.1547 11.8191 threshold=0.068259380757808671 0.78322452306747448 0.0011766494717448501 6.2350000000000012 -371.49999999999994 3.0250000000000004 -380.49999999999994 0.99473056197166454 0.0089773964136838514 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107811 is_linear=0 shrinkage=0.01 Tree=154 num_leaves=31 num_cat=0 split_feature=12 12 12 10 10 48 12 12 12 48 29 12 10 10 10 10 48 10 48 12 10 29 29 12 10 6 10 10 12 6 split_gain=62457.2 1568.83 1279.77 171.046 144.958 248.227 127.241 102.559 99.8418 73.4689 48.5213 48.253 47.6432 41.7874 36.1156 34.4328 32.7255 32.3188 69.0058 28.0344 20.5231 23.8153 19.9459 19.6002 18.7288 18.4319 16.9858 16.7634 16.4446 14.6949 threshold=0.068259380757808671 0.78322452306747448 0.0011766494717448501 6.2350000000000012 2.6750000000000003 1.0000000180025095e-35 0.99473056197166454 0.0089773964136838514 0.00014260681928130004 1.0000000180025095e-35 1.0000000180025095e-35 0.2688089013099671 3.0250000000000004 3.6350000000000002 5.7250000000000005 6.2550000000000008 1.0000000180025095e-35 2.6250000000000004 1.0000000180025095e-35 0.0070173616986721008 3.6650000000000005 1.0000000180025095e-35 1.0000000180025095e-35 0.51461192965507518 5.5050000000000008 101.50000000000001 2.5450000000000004 2.6750000000000003 9.0361113507242425e-06 25.500000000000004 decision_type=2 2 2 8 10 2 2 2 2 2 2 2 10 10 10 8 2 10 2 2 10 2 2 2 10 2 8 10 2 2 left_child=2 4 8 7 26 10 17 16 28 12 13 -7 -9 -6 23 -10 27 -3 20 -5 -19 24 -14 -15 -22 -13 -2 -4 -1 -11 right_child=1 6 3 19 5 11 -8 9 15 29 -12 25 22 14 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010370221731000596 0.00616229626177308 0.011519747093199459 -0.0019089469798731871 -0.00099696617449143883 0.001594486872506482 0.003489017786344811 0.012231297211101402 0.00068024779348720501 -0.0086089862570689658 -0.00017985047245117763 0.0049451700813242455 0.0075887490332870958 -0.007519367304869371 -0.0057592342155154078 0.0041320980009041004 -0.0050015480678583168 -0.0053278970643856746 0.0087153054553140447 0.010531576729226664 0.0035845596508791524 0.0023558595697775226 0.01052326589409645 -0.0012322716014231169 -0.0010007762320583279 0.008198283883437945 0.0022633280535119126 0.0095520038563472482 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threshold=-1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 0.98936170212765973 0.091372912801484213 1.5000000000000002 1.0000000180025095e-35 0.77442071785552036 0.087337909992372217 24.500000000000004 0.019324122479462254 0.49844720496894418 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.23845060412224586 0.50144508670520238 1.5000000000000002 0.66522988505747138 -144.49999999999997 8.5000000000000018 5.5000000000000009 -9.4999999999999982 353.50000000000006 1.0000000180025095e-35 3.5000000000000004 -188.49999999999997 -31.499999999999996 -30.499999999999996 -24.499999999999996 decision_type=8 2 2 2 2 10 2 2 2 8 2 2 10 2 2 2 2 2 2 10 2 10 10 2 2 10 10 10 10 10 left_child=1 4 11 10 8 23 7 -6 9 26 19 13 16 -2 -12 -15 -13 18 -18 -3 -7 -5 24 -4 -8 -17 -1 -11 -29 -16 right_child=2 3 5 21 6 20 22 -9 -10 27 14 12 -14 15 29 25 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0028124228643096327 0.0079479987973167261 -0.0068777741502370681 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internal_count=911180 648349 262831 438287 210062 100765 151901 116033 58161 54472 432058 162066 82838 79228 410964 40786 79440 44653 38658 21094 35067 6229 35868 65698 33478 31571 15175 39297 4342 16617 is_linear=0 shrinkage=0.01 Tree=156 num_leaves=31 num_cat=0 split_feature=10 48 10 2 2 2 10 10 2 10 10 10 29 48 10 10 48 10 2 10 4 10 10 10 48 2 10 5 10 10 split_gain=29927.6 2076.9 1230.32 902.654 899.414 827.965 536.441 411.557 393.826 389.723 419.323 389.478 333.663 300.726 258.85 258.032 250.675 272.21 214.868 208.883 159.848 155.822 172.247 139.407 134.536 119.079 99.3748 99.0886 95.9713 173.037 threshold=3.3550000000000004 1.0000000180025095e-35 3.3550000000000004 0.96213569039656011 0.091372912801484213 0.087337909992372217 3.8350000000000004 6.1150000000000011 0.028778467908902653 9.7700000000000014 8.1200000000000028 5.5950000000000006 1.0000000180025095e-35 1.0000000180025095e-35 4.995000000000001 7.0450000000000008 1.0000000180025095e-35 4.9850000000000012 0.25092592592592594 2.3350000000000004 27.500000000000004 4.495000000000001 4.4750000000000005 2.6750000000000003 1.0000000180025095e-35 0.77442071785552036 6.285000000000001 2.5000000000000004 7.035000000000001 6.9850000000000012 decision_type=10 2 8 2 2 2 10 10 2 10 10 10 2 2 10 10 2 10 2 10 10 10 10 10 2 2 10 10 10 10 left_child=1 12 23 4 5 8 13 14 20 10 25 -5 19 -6 16 -7 17 21 -19 -1 -2 22 -8 -3 -11 28 -27 -12 29 -9 right_child=3 2 -4 11 6 15 7 9 -10 24 27 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.011743953318193201 -0.0049979194675704788 0.0021903586064700893 0.0085994862733206508 -0.0028767432637454549 0.0022351932010143188 -0.0084106849670689422 -0.0038031103253691203 -0.0038877333677885899 -0.0081978512361609805 0.0053040015662611751 -0.0010898699662162642 0.0079513287474844256 0.00038406053764547635 -0.0058050585444243364 -0.0084696245394006286 0.011930266874523901 -0.0076674921240752507 0.011229007439223001 -0.0097764989406128201 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25504 900 1083 2792 18941 964 internal_value=0 0.00899744 0.00389507 -0.00562652 -0.00593145 -0.00277076 -0.00673849 -0.00710722 -0.00373578 -0.00408253 -0.00210004 0.00246382 0.0107937 -0.00155891 -0.00762613 0.00919219 -0.00625502 -0.00417317 0.00579295 0.0109849 -0.00240587 -0.00496582 -0.00238896 -0.000537231 -0.0092022 -0.00384095 0.00434033 0.00660189 -0.004472 -0.00272795 internal_weight=0 22661.1 5900.41 36589 35260 7171.93 28088.1 26221.4 6636.58 3839.76 2767.94 1328.99 16760.7 1866.67 22381.7 535.357 8524.74 3445.86 253.872 16458.3 5112.73 3191.99 1352.41 3038.07 1071.82 2306.5 165.167 461.439 2141.33 1275.61 internal_count=911180 188401 65847 722779 706953 119473 587480 558234 114686 74474 48305 15826 122554 29246 483760 4787 171780 60824 2766 118330 80074 58058 21624 42884 26169 43445 1983 4860 41462 22521 is_linear=0 shrinkage=0.01 Tree=157 num_leaves=31 num_cat=0 split_feature=11 12 12 12 1 12 12 6 6 6 6 6 1 6 12 12 1 1 12 12 2 12 12 12 2 2 2 1 2 2 split_gain=78073.7 135.709 15.5648 15.2418 4.8407 3.90176 2.57008 2.03814 1.82071 1.61677 1.12183 1.09395 1.0461 0.9392 0.767833 0.689813 0.602433 0.59702 0.590949 0.587492 0.670382 0.504351 0.481722 0.443027 0.385328 0.364421 0.362509 0.35411 0.341652 0.336223 threshold=1.0000000180025095e-35 0.3781151175498963 0.0089773964136838514 0.98755538463592529 -32.499999999999993 0.068259380757808671 0.068259380757808671 6.5000000000000009 3.5000000000000004 4.5000000000000009 3.5000000000000004 30.500000000000004 -1.0000000180025095e-35 3.5000000000000004 0.00048551171494175006 0.00022280584380490002 -385.49999999999994 -9.4999999999999982 0.78322452306747448 0.99999827146530174 0.96213569039656011 0.0011766494717448501 0.78322452306747448 0.78322452306747448 0.88956639566395668 0.023937770392229853 0.091372912801484213 -3.4999999999999996 0.055738304093567205 0.087337909992372217 decision_type=2 2 2 2 8 2 2 2 2 2 2 2 8 2 2 2 10 8 2 2 2 2 2 2 2 2 2 8 2 2 left_child=5 2 8 9 11 21 13 -6 14 12 16 19 23 17 -2 -10 -8 28 -7 20 -5 -1 -11 -3 27 -18 29 -16 -4 -21 right_child=1 3 6 4 7 18 10 -9 15 22 -12 -13 -14 -15 24 -17 25 -19 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010463548221974569 0.016182547799900925 0.013373733673493085 0.014293622805542259 0.012750162234798672 0.012185885606432852 -0.010865312892800112 0.013224021767027772 0.012489400873546139 0.017130512204692364 0.013847920175533796 0.014492526160362663 0.013083688949488522 0.012634689655339095 0.015340453059826913 0.015628054200666104 0.016235004653027508 0.01357062551110884 0.013811608745340622 -0.011296486526148276 0.01245720355908566 0.012336558173051158 -0.01060723722651216 0.013317982393140257 0.012984741043315286 0.014459772651062859 0.014163125481105359 0.012555428485451624 0.014569690397645066 0.015018836058640317 0.012087225809886326 leaf_weight=28005.174904908985 154.69303067028522 466.12083058059216 102.84506984055042 1757.6246379166842 14446.272315040231 1139.9615855403244 163.54552231729031 2612.5538530945778 135.80386081337929 270.3520717471838 297.59418873488903 417.71653772890568 648.63387145102024 228.39615046977997 207.0336492806673 234.6415746062994 168.71883952617645 89.116986125707626 440.77179371938109 532.27049560844898 504.32395420968533 2676.2271342761815 469.28161959350109 787.32610587775707 45.031070023775101 269.81479150056839 1016.5292886346579 37.310295730829239 176.35150557756424 456.10629244148731 leaf_count=669003 660 2493 493 10467 98471 16570 921 16481 560 1366 1412 2325 4043 1018 906 999 876 461 4594 3374 3303 51347 2541 4479 214 1316 6315 176 803 3193 internal_value=0 0.0126172 0.0149333 0.0123977 0.0123106 -0.010501 0.0143278 0.0122324 0.0160456 0.013115 0.0139903 0.0125953 0.0129607 0.0148366 0.0156138 0.0165633 0.013742 0.0145242 -0.0109855 0.0125475 0.0126579 -0.0104761 0.0135117 0.0131294 0.0153098 0.0139352 0.0124228 0.0154664 0.0147517 0.0122865 internal_weight=0 26696 2310.9 24385.1 21743.4 32262.1 1496.38 17058.8 814.513 2641.71 899.673 4684.57 1902.08 596.71 444.068 370.445 602.079 368.314 1580.73 4266.85 2261.95 30681.4 739.634 1253.45 289.375 438.534 2004.91 244.344 279.197 988.377 internal_count=911180 169666 10815 158851 143929 741514 7300 114952 3515 14922 4525 28977 11015 2775 1956 1559 3113 1757 21164 26652 13770 720350 3907 6972 1296 2192 12882 1082 1296 6567 is_linear=0 shrinkage=0.01 Tree=158 num_leaves=31 num_cat=0 split_feature=11 1 6 1 6 6 5 6 1 2 1 1 0 2 2 2 6 0 6 5 2 6 5 5 6 5 2 1 2 2 split_gain=77169.8 52.1025 11.8843 3.82125 3.87682 3.02088 2.10305 2.04931 1.33838 1.1753 1.06545 1.12141 0.880052 1.54266 1.46783 0.78664 0.710797 0.70587 0.628818 0.620031 0.549592 0.976106 0.48988 0.488947 0.475475 0.467391 0.406218 0.344621 0.338243 0.288959 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 30.500000000000004 -67.499999999999986 3.5000000000000004 7.5000000000000009 1.5000000000000002 1.5000000000000002 -59.499999999999993 0.89596861471861489 -31.499999999999996 -30.499999999999996 1.0000000180025095e-35 1.0000000180025095e-35 0.77442071785552036 0.9005813953488373 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 0.091372912801484213 29.500000000000004 1.5000000000000002 1.5000000000000002 11.500000000000002 1.5000000000000002 0.49844720496894418 -64.499999999999986 0.012270400481782552 0.79531763417305601 decision_type=2 8 2 10 2 2 8 2 10 2 10 10 2 2 2 2 2 2 2 10 2 2 10 10 2 10 2 10 2 2 left_child=16 2 3 4 12 26 7 10 20 -9 15 -12 13 -2 23 17 -1 -5 -10 27 -8 -22 -14 -15 -6 -7 28 29 -3 -4 right_child=1 5 19 6 24 25 8 9 18 -11 11 -13 22 14 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010554340546872463 0.012877694110447145 0.012207858110427103 0.014312501849584134 0.013490412850758365 0.013769793659453817 0.012529856949688872 0.012178734522114314 0.013749283729784628 0.012782435017339727 0.01267837295216717 0.012256160073423625 0.013172196727400196 0.013136116892815306 0.01393881784527227 0.012847245879046737 0.012607617214922822 -0.010457813695390592 0.01296652559422423 0.013576543850219296 0.014989566063524747 0.012983261403490811 0.012146680237773684 0.012741786283395829 0.013464587462923439 0.014316496673008376 0.012923876916993701 0.012166866283441626 0.013875264766982068 0.01235659691015803 0.013525353821194143 leaf_weight=12584.007684398443 574.18019570410252 3505.8520922064781 568.17055676877499 408.39176388084888 371.83024822175503 2193.3149760812521 582.13743413984776 504.56217020750046 318.5181310325861 128.60122190415859 434.75085450708866 192.95362615585327 671.65219365060329 450.67060916125774 254.90410049259663 335.66263614594936 19372.91810111329 694.64242295920849 145.16008900105953 84.46895469725132 317.93521764874458 248.46518430113792 593.36140194535255 420.05324247479439 278.03905710577965 348.95005121827126 8694.9808961451054 414.33205981552601 2711.3111031353474 50.806435137987137 leaf_count=268033 3411 23889 2829 2213 1964 13839 4005 2655 1941 796 2916 1104 3850 2317 1513 2106 473481 4077 781 399 1846 1714 3602 2291 1384 2070 59912 2156 17814 272 internal_value=0 0.0125845 0.0132005 0.0130644 0.0133042 0.0122653 0.0128634 0.013034 0.0125776 0.0135318 0.0128815 0.0125377 0.0131509 0.0132995 0.0135147 0.0130315 -0.0104958 0.0131605 0.013031 0.0141658 0.0123945 0.0126163 0.0129512 0.01371 0.0140037 0.0125839 0.012211 0.0140985 0.0122727 0.0142479 internal_weight=0 26498.7 9044.25 7926.47 3614.69 17454.4 4311.78 2699.56 1612.22 633.163 2066.4 627.704 2964.82 1699.81 1125.63 1438.7 31956.9 1103.03 463.678 1117.78 1148.54 566.4 1265.01 870.724 649.869 2542.27 14912.1 1033.31 6217.16 618.977 internal_count=911180 169666 52142 46486 20332 117524 26154 15867 10287 3451 12416 4020 16984 9532 6121 8396 741514 6290 2722 5656 7565 3560 7452 4608 3348 15909 101615 5257 41703 3101 is_linear=0 shrinkage=0.01 Tree=159 num_leaves=31 num_cat=0 split_feature=11 10 48 6 10 48 10 48 10 10 3 6 3 6 10 10 10 48 3 5 3 6 10 10 5 10 10 10 10 6 split_gain=76279.3 50.5143 9.9702 8.96379 9.17479 5.46775 4.88707 2.3776 2.35186 2.07358 1.98557 1.36929 1.33497 1.29032 1.24449 1.12148 0.839034 0.70905 0.676671 0.587044 0.525261 0.49223 0.485803 0.706368 0.45867 0.446271 0.438973 0.397887 0.381168 0.355941 threshold=1.0000000180025095e-35 3.3550000000000004 1.0000000180025095e-35 30.500000000000004 6.1150000000000011 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.995000000000001 8.8850000000000016 0.19929078014184398 9.5000000000000018 0.94469928644240586 3.5000000000000004 7.0450000000000008 3.3950000000000005 4.2650000000000006 1.0000000180025095e-35 0.22271825396825398 1.5000000000000002 0.11180555555555556 1.5000000000000002 4.495000000000001 4.9850000000000012 5.5000000000000009 2.5450000000000004 2.3350000000000004 5.5450000000000008 5.2550000000000008 4.5000000000000009 decision_type=2 10 2 2 10 2 10 2 10 10 2 2 2 2 10 10 10 2 2 10 2 2 10 10 10 10 10 10 10 2 left_child=15 2 13 4 5 8 11 16 22 14 28 -4 21 26 18 -1 -5 -11 -6 -16 -8 -12 -3 -24 -19 -22 -2 -9 -7 -17 right_child=1 3 6 7 9 10 20 27 -10 17 12 -13 -14 -15 19 29 -18 24 -20 -21 25 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010663528239731766 0.012093346530255698 0.012691050665152017 0.012418078801379982 0.013102342430139779 0.012464065322432967 0.013487296313156165 0.012969402995887282 0.014786899042894158 0.0136905974957465 0.012893341408227444 0.01391522477859642 0.013205950263480523 0.013374265647488731 0.012368935279893358 0.013042477243661692 -0.010516291458838945 0.014031596169663037 0.014824429563536506 0.01310181049746267 0.012233414788335084 0.013105004837148991 0.014335674011384318 0.013355926690031274 0.012563875597597734 0.012981998776111984 0.013600017636381757 0.012230562700667094 0.014276786202644538 0.013047296887157656 -0.010442905058108496 leaf_weight=3355.9300479888916 9616.8589642047882 1061.7887792289257 2173.9317318350077 213.53896629810333 290.96065331995487 448.26985827088356 361.05156219005585 295.21314831078053 378.27985478937626 52.037321105599403 781.94543798267841 245.50018264353275 363.64567658305168 2657.3954765200615 97.285176113247871 10519.987122330815 178.29233236610889 59.357926577329636 388.54610867798328 1147.5496708601713 278.67211964726448 432.4330620765686 313.92443223297596 175.56806518137455 17.494248956441879 525.66839928925037 3077.5618301033974 317.20489758253098 351.08493019640446 17778.455439418554 leaf_count=62954 67423 6543 14056 1214 1866 2413 2102 1405 1999 304 4015 1383 1985 17333 571 233965 912 281 2226 7779 1591 2129 1736 1084 102 2804 20829 1576 2005 444595 internal_value=0 0.0125527 0.0122794 0.0132555 0.0131169 0.0133791 0.0127543 0.0141335 0.0129836 0.0125668 0.0137001 0.012498 0.0139058 0.0121686 0.0124845 -0.0104907 0.0135252 0.0137947 0.0128287 0.0122966 0.0132863 0.0140649 0.0128112 0.0130718 0.014405 0.0134285 0.0121266 0.0145227 0.013294 -0.0104702 internal_weight=0 26301.1 18936.6 7364.42 6360.17 4306.94 3584.82 1004.25 1929.56 2053.23 2377.38 2419.43 1578.02 15351.8 1924.34 31654.4 391.831 128.889 679.507 1244.83 1165.39 1214.38 1551.28 489.492 76.8522 804.341 12694.4 612.418 799.355 28298.4 internal_count=911180 169666 127521 42145 37038 23909 21936 5107 11362 13129 12547 15439 8129 105585 12442 741514 2126 687 4092 8350 6497 6144 9363 2820 383 4395 88252 2981 4418 678560 is_linear=0 shrinkage=0.01 Tree=160 num_leaves=31 num_cat=0 split_feature=11 12 12 12 1 12 12 6 12 6 6 6 1 6 3 3 3 12 1 1 6 1 12 3 12 3 12 0 0 12 split_gain=75400.3 122.24 13.9379 13.6395 4.28604 3.5667 2.30636 1.82198 1.61408 1.43007 0.992929 0.961986 0.915591 0.826675 0.825489 0.543552 0.605624 0.539642 0.527544 0.52478 0.485977 0.465683 0.460179 0.454313 0.43259 0.426494 0.398023 0.383827 0.285166 0.263961 threshold=1.0000000180025095e-35 0.3781151175498963 0.0089773964136838514 0.98755538463592529 -32.499999999999993 0.068259380757808671 0.068259380757808671 6.5000000000000009 0.00048551171494175006 4.5000000000000009 3.5000000000000004 30.500000000000004 -1.0000000180025095e-35 3.5000000000000004 0.11180555555555556 0.90501253132832093 0.091229193341869366 0.78322452306747448 -385.49999999999994 -9.4999999999999982 3.5000000000000004 -3.4999999999999996 0.0011766494717448501 0.50155279503105599 0.78322452306747448 0.91331186258722508 0.78322452306747448 1.0000000180025095e-35 1.0000000180025095e-35 0.78322452306747448 decision_type=2 2 2 2 8 2 2 2 2 2 2 2 8 2 2 2 2 2 10 8 2 8 2 2 2 2 2 2 2 2 left_child=5 2 8 9 11 22 13 23 20 12 18 15 26 19 -10 16 -5 -7 -8 -4 -2 28 -1 -6 -11 -17 -3 -18 -16 -14 right_child=1 3 6 4 7 17 10 -9 14 24 -12 -13 29 -15 21 25 27 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010449210917907396 0.01592631566915851 0.013241966377888211 0.014560539935686817 0.012363388842522392 0.012075935654563209 -0.010838428525300498 0.013107668137522534 0.012397623005656659 0.014708089002960379 0.013693651300810752 0.014309483770452706 0.012960286914350029 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9745 76067 16570 921 16481 562 1366 1412 2325 1146 1018 1097 3204 6180 4594 2192 461 719 172 51347 22404 2541 2852 4479 4671 305 2897 internal_value=0 0.0125213 0.0147349 0.0123098 0.0122263 -0.0104856 0.0141561 0.0121518 0.0157924 0.0129954 0.0138332 0.0124973 0.0128486 0.0146415 0.015424 0.0124519 0.0125116 -0.010955 0.0135973 0.0143459 0.0163363 0.0156641 -0.0104614 0.0121073 0.0133721 0.0122334 0.0130081 0.0126363 0.0157849 0.0125402 internal_weight=0 26104.3 2277.13 23827.2 21240.3 31354.5 1471.63 16661.6 805.493 2586.88 883.778 4578.71 1861.87 587.855 480.216 4170.05 3275.45 1539.54 591.03 362.543 325.277 359.597 29815 14108.1 725.009 894.597 1227.33 1778.02 323.195 634.535 internal_count=911180 169666 10815 158851 143929 741514 7300 114952 3515 14922 4525 28977 11015 2775 2136 26652 20596 21164 3113 1757 1379 1574 720350 98471 3907 6056 6972 10851 1402 4043 is_linear=0 shrinkage=0.01 Tree=161 num_leaves=31 num_cat=0 split_feature=11 48 6 6 3 6 2 0 2 3 0 6 6 6 3 6 3 3 2 6 39 2 0 3 6 2 6 6 3 2 split_gain=74531.9 35.8549 10.2404 4.38543 3.11942 3.73771 2.88558 2.24127 1.71372 0.908251 0.863023 0.858548 0.648766 0.539758 0.518655 0.441308 0.342937 0.504755 0.323512 0.324088 0.3061 0.293916 0.241137 0.227714 0.21816 0.216027 0.212517 0.189194 0.176147 0.172004 threshold=1.0000000180025095e-35 1.0000000180025095e-35 30.500000000000004 7.5000000000000009 0.091229193341869366 2.5000000000000004 0.091372912801484213 1.0000000180025095e-35 0.087337909992372217 0.50952467343976793 1.0000000180025095e-35 29.500000000000004 4.5000000000000009 25.500000000000004 0.37341365461847392 1.5000000000000002 0.49341991341991348 0.33477011494252878 0.27207792207792209 1.0000000180025095e-35 1.0000000180025095e-35 0.93235294117647072 1.0000000180025095e-35 0.74213338610726309 1.5000000000000002 0.44849690539345716 1.0000000180025095e-35 1.0000000180025095e-35 0.091229193341869366 0.77442071785552036 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=12 3 4 9 11 6 8 14 26 16 13 15 -1 -7 29 -3 17 24 -9 -20 22 -17 -11 -4 -2 -15 -6 -16 -26 -8 right_child=1 2 23 -5 5 10 7 18 -10 20 -12 -13 -14 25 27 21 -18 -19 19 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31 leaf_value=-0.010537242661829952 0.012122782825126771 0.012629975188982156 0.013911350213227773 0.01260926014911359 0.012708814864257323 0.013791835380466537 0.013211029988785259 0.012416797710075535 0.01199295771645891 0.012355413008431277 0.013001655032130799 0.012062392945214486 -0.010443701454861816 0.013613780070906294 0.013454147280706791 0.01329754620537988 0.012057014653934068 0.012408740632289937 0.012692290174891025 0.013073564270734623 0.013466282341687936 0.012729793050253528 0.012174268356997435 0.014248975438919899 0.012243141077299846 0.012877857150317806 0.013157201326522101 0.013839759999459616 0.012690213567063888 0.012724114201278551 leaf_weight=12232.392638832331 5881.5078666657209 1943.0053520798683 677.19077099859715 2713.4690852761269 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17806.3 7142.11 4593.5 3405.84 2336.58 1069.25 15092.8 1187.66 2548.61 31057.4 956.44 1215.65 2307.83 11476.8 7283.31 1120.93 912.998 3616.03 364.821 3593.24 960.542 6490.58 167.319 625.345 870.976 609.069 344.67 internal_count=911180 169666 48000 121666 43059 27061 20600 13599 7001 104575 6461 15998 741514 5109 6731 14294 80373 50477 6868 5509 24202 2140 24079 4941 45277 948 3795 4731 4073 2000 is_linear=0 shrinkage=0.01 Tree=162 num_leaves=31 num_cat=0 split_feature=11 12 12 12 1 12 12 6 12 6 6 6 1 6 3 12 3 2 1 1 6 12 1 3 12 2 12 2 2 12 split_gain=73676.6 113.902 12.9068 12.6929 3.96491 3.3572 2.14063 1.69022 1.49002 1.32022 0.915534 0.885582 0.842445 0.759042 0.758218 0.507356 0.503099 0.606001 0.484978 0.482603 0.443122 0.432849 0.426167 0.422062 0.402234 0.394862 0.370535 0.303725 0.284792 0.247222 threshold=1.0000000180025095e-35 0.3781151175498963 0.0089773964136838514 0.98755538463592529 -32.499999999999993 0.068259380757808671 0.068259380757808671 6.5000000000000009 0.00048551171494175006 4.5000000000000009 3.5000000000000004 30.500000000000004 -1.0000000180025095e-35 3.5000000000000004 0.11180555555555556 0.78322452306747448 0.90501253132832093 0.96213569039656011 -385.49999999999994 -9.4999999999999982 3.5000000000000004 0.0011766494717448501 -3.4999999999999996 0.50155279503105599 0.78322452306747448 0.087337909992372217 0.78322452306747448 0.023937770392229853 0.055738304093567205 0.78322452306747448 decision_type=2 2 2 2 8 2 2 2 2 2 2 2 8 2 2 2 2 2 10 8 2 2 8 2 2 2 2 2 2 2 left_child=5 2 8 9 11 21 13 23 20 12 18 16 26 19 -10 -7 17 -5 -8 28 -2 -1 -16 -6 -11 -18 -3 -20 -4 -14 right_child=1 3 6 4 7 15 10 -9 14 24 -12 -13 29 -15 22 -17 25 -19 27 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010439916801824685 0.015759126213473893 0.013158537628437088 0.014013481619133029 0.01252344294569423 0.012026296079607597 -0.010820927475897095 0.013032211275071922 0.012338579282050273 0.014582595534831939 0.013595781538609306 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436.61970628798008 leaf_count=669003 660 2493 493 15573 76067 16570 921 16481 562 1366 1412 2325 1146 1018 1402 4594 2852 5023 876 461 719 51347 172 22404 2541 3204 4479 1316 803 2897 internal_value=0 0.0124598 0.014607 0.0122535 0.0121722 -0.0104756 0.0140461 0.0121 0.015628 0.0129194 0.013733 0.0124348 0.0127774 0.0145161 0.0152723 -0.010935 0.0123909 0.0124488 0.013505 0.0142311 0.0161522 -0.0104518 0.0155032 0.0120568 0.0132839 0.0121791 0.0129314 0.0136807 0.0144379 0.0124793 internal_weight=0 25713.2 2253.93 23459.3 20908.7 30762.9 1454.85 16399.6 799.08 2550.65 873.085 4509.1 1835.33 581.769 476.038 1512.41 4106.38 3225.75 583.622 358.595 323.042 29250.5 356.631 13885.2 715.324 880.635 1210.16 425.445 272.112 625.164 internal_count=911180 169666 10815 158851 143929 741514 7300 114952 3515 14922 4525 28977 11015 2775 2136 21164 26652 20596 3113 1757 1379 720350 1574 98471 3907 6056 6972 2192 1296 4043 is_linear=0 shrinkage=0.01 Tree=163 num_leaves=31 num_cat=0 split_feature=11 10 1 1 1 10 2 10 2 1 10 0 10 10 1 2 10 1 0 1 0 2 2 10 10 1 5 10 0 2 split_gain=72830.9 43.9388 10.4251 9.88269 8.59305 3.26262 3.09709 3.08972 1.85549 1.47084 0.99467 0.89492 0.853292 0.842394 0.779821 0.690586 0.733646 0.582075 0.525306 0.418678 0.416243 0.378268 0.369037 0.368853 0.351048 0.309197 0.309049 0.283582 0.276772 0.270784 threshold=1.0000000180025095e-35 3.3550000000000004 -32.499999999999993 -65.499999999999986 -59.499999999999993 1.0000000180025095e-35 1.0000000180025095e-35 6.0550000000000006 0.76506899055918665 -65.499999999999986 3.3950000000000005 1.0000000180025095e-35 2.3350000000000004 4.495000000000001 -32.499999999999993 1.0000000180025095e-35 6.1150000000000011 -22.499999999999996 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.98936170212765973 8.8850000000000016 7.0450000000000008 -30.499999999999996 1.5000000000000002 5.955000000000001 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 10 8 8 10 10 2 10 2 10 10 2 10 10 10 2 10 10 2 8 2 2 2 10 10 10 10 10 2 2 left_child=10 2 5 6 7 29 27 9 11 13 19 -8 25 18 28 -6 -17 -18 -5 -1 -7 -11 -23 24 -9 -4 -15 -3 -14 -2 right_child=1 3 12 4 15 20 8 23 -10 21 -12 -13 14 26 -16 16 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010571879486223014 0.012269081601371997 0.013155789995838989 0.012012352204268151 0.012760869760913882 0.013216132235854794 0.013304576178830844 0.014039427566631272 0.012436003367383066 0.013089332087390871 0.013034605905873809 -0.010450939850623675 0.013352023228056792 0.012235103568814052 0.01288824389296723 0.013320674655352806 0.013912318716098904 0.01294089427391913 0.01562731517386938 0.012333383175660627 -0.010836979347021476 0.012918935278990969 0.0140950781237079 0.012782590611906732 0.012895084905229144 0.012074839869307869 0.012521862317522496 0.013403293422617009 0.012704194772734038 0.012070001538667731 0.012530711098858545 leaf_weight=2446.1832297705114 563.64074949920177 599.30944445729256 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internal_weight=0 25519.2 18351.9 7167.33 4527.74 3022.04 2639.59 3448.44 1859.21 2016.49 30471.2 1553.63 15329.8 1781.19 4273.02 1079.3 738.61 139.301 1153.93 3233.73 1131.54 235.296 149.002 1431.95 1357.25 11056.8 627.264 780.373 4213.47 1890.5 internal_count=911180 169666 127521 42145 27875 18698 14270 22081 9773 12235 741514 8013 108823 10960 29354 5794 3889 809 7296 62954 6470 1275 779 9846 9403 79469 3664 4497 29024 12228 is_linear=0 shrinkage=0.01 Tree=164 num_leaves=31 num_cat=0 split_feature=11 12 12 12 1 12 12 12 12 3 3 12 3 1 1 0 12 3 0 12 3 1 3 3 3 3 0 3 0 0 split_gain=71997.3 106.043 11.9555 11.7864 3.66576 3.15934 1.98694 1.37531 1.07138 1.05167 0.697177 0.696812 0.684638 0.66737 0.647343 0.598877 0.47694 0.462815 0.462023 0.407051 0.405552 0.389763 0.338908 0.318677 0.315363 0.350222 0.241871 0.240146 0.236196 0.236195 threshold=1.0000000180025095e-35 0.3781151175498963 0.0089773964136838514 0.98755538463592529 -32.499999999999993 0.068259380757808671 0.068259380757808671 0.00048551171494175006 0.78322452306747448 0.50155279503105599 0.11180555555555556 0.99999827146530174 0.091229193341869366 -2.4999999999999996 -390.49999999999994 1.0000000180025095e-35 0.78322452306747448 0.90501253132832093 1.0000000180025095e-35 0.0011766494717448501 0.25108695652173912 -3.4999999999999996 0.25108695652173912 1.0000000180025095e-35 1.0000000180025095e-35 0.96446608946608958 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 8 2 2 2 2 2 2 2 2 8 10 2 2 2 2 2 2 8 2 2 2 2 2 2 2 2 left_child=5 2 7 8 11 19 14 23 22 -6 -9 12 -5 27 -4 20 -7 -13 24 -1 -8 26 -3 -2 -16 -26 -12 -10 -24 -14 right_child=1 3 6 4 9 16 15 10 13 -11 21 17 29 -15 18 -17 -18 -19 -20 -21 -22 -23 28 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.010430822924170793 0.015225780341869501 0.012837746001192791 0.013700187653459026 0.01226805516978819 0.011996747054803429 -0.010803767503745508 0.013348558052380473 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is_linear=0 shrinkage=0.01 Tree=165 num_leaves=31 num_cat=0 split_feature=11 1 6 3 6 2 6 2 5 1 6 3 48 6 5 1 1 1 5 1 6 6 2 1 3 3 2 2 1 6 split_gain=71173.7 40.4235 9.14078 3.00578 3.60403 2.94201 2.36286 1.51808 0.848256 0.836686 0.574802 0.557255 0.493706 0.489699 0.479341 0.434419 0.409475 0.384137 0.373571 0.359053 0.607118 0.375236 0.337519 0.333135 0.309962 0.294483 0.476497 0.285736 0.284064 0.222946 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 30.500000000000004 0.091229193341869366 2.5000000000000004 0.091372912801484213 7.5000000000000009 0.087337909992372217 5.5000000000000009 -67.499999999999986 4.5000000000000009 0.50155279503105599 1.0000000180025095e-35 29.500000000000004 2.5000000000000004 -32.499999999999993 -30.499999999999996 -31.499999999999996 1.5000000000000002 -68.499999999999986 4.5000000000000009 25.500000000000004 0.71068484464172488 -30.499999999999996 0.74213338610726309 0.76506899055918665 0.24165739710789766 0.77442071785552036 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678560 3664 2733 2156 3324 is_linear=0 shrinkage=0.01 Tree=167 num_leaves=31 num_cat=0 split_feature=11 12 10 12 12 10 12 10 12 12 10 6 12 12 12 6 3 10 10 6 10 10 12 12 3 3 3 3 10 3 split_gain=69560.5 95.6471 11.3031 10.7244 5.33907 4.3508 2.88767 2.44058 1.50226 1.4664 1.13046 0.959244 0.631871 0.614642 0.4355 0.426758 0.413973 0.39212 0.380461 0.33548 0.343342 0.325252 0.314305 0.293909 0.283222 0.296934 0.260826 0.244924 0.238063 0.229707 threshold=1.0000000180025095e-35 0.3781151175498963 3.2950000000000004 0.0089773964136838514 0.98755538463592529 2.6750000000000003 0.068259380757808671 2.6750000000000003 0.97252115607261669 0.068259380757808671 7.0450000000000008 3.5000000000000004 0.0011766494717448501 0.78322452306747448 0.78322452306747448 30.500000000000004 1.0000000180025095e-35 3.3250000000000006 2.5750000000000006 3.5000000000000004 4.495000000000001 6.1150000000000011 0.00048551171494175006 0.068259380757808671 1.0000000180025095e-35 0.96446608946608958 0.98089094449853953 1.0000000180025095e-35 3.3550000000000004 1.0000000180025095e-35 decision_type=2 2 10 2 2 10 2 10 2 2 10 2 2 2 2 2 2 10 10 2 10 10 2 2 2 2 2 2 10 2 left_child=6 3 8 7 13 23 17 22 18 24 19 -10 27 29 -8 -12 -11 -1 -3 20 -6 -22 -2 -5 -7 28 -18 -9 -26 -4 right_child=1 2 4 5 10 9 14 12 11 16 15 -13 -14 -15 -16 -17 26 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.010545670466576543 0.014873119159612591 0.012252706117831628 0.012946834133965746 0.013228617607955186 0.012220845138129028 0.014053227073015838 -0.01077886244927766 0.01519222981501271 0.011929148088322716 0.013344900360179162 0.012018622842672829 0.012136644106501789 0.015194620530698606 0.012878404624464688 -0.011165298294502846 0.012851737642430883 0.01406149693064556 -0.01041679641438316 0.012707103539775754 0.012574363176649518 0.012568578326403502 0.01220743452493143 0.014001609004470943 0.012666695013227647 0.014228308079078879 0.014056355066598365 0.013405592858135914 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108823 10960 29354 1275 6470 2495 62954 3299 3664 9846 4593 9403 4393 79469 678560 1969 12228 8018 is_linear=0 shrinkage=0.01 Tree=169 num_leaves=31 num_cat=0 split_feature=12 12 12 10 12 1 12 1 10 12 10 12 1 10 10 12 10 1 10 10 10 6 10 6 10 6 1 10 10 10 split_gain=52979.7 1344.57 1176.92 144.455 139.809 120.008 100.972 94.8945 172.78 83.2816 70.1749 70.171 48.5025 157.377 35.0578 27.057 21.0845 73.5053 58.3752 18.6737 18.4056 17.4597 17.3113 16.6273 16.1919 14.7028 12.3471 11.615 11.1207 12.551 threshold=0.068259380757808671 0.8784809708595277 0.00099748477805400022 6.2350000000000012 0.3781151175498963 -380.49999999999994 0.0089773964136838514 -380.49999999999994 2.9150000000000005 6.4727209974080338e-05 3.1750000000000003 0.99766892194747936 -371.49999999999994 3.2650000000000001 5.995000000000001 0.0070173616986721008 2.6250000000000004 -4.4999999999999991 3.9350000000000005 1.8450000000000004 3.9650000000000003 4.5000000000000009 2.1250000000000004 32.500000000000007 6.5450000000000008 105.50000000000001 -351.49999999999994 3.9650000000000003 5.7950000000000008 4.9450000000000012 decision_type=2 2 2 8 2 10 2 10 10 2 10 2 10 10 8 2 10 8 10 10 10 2 10 2 10 2 10 10 10 10 left_child=2 4 9 5 7 10 21 8 19 -1 -4 16 13 22 26 -5 -3 -18 -19 -2 -10 -7 -6 -8 -22 -9 -11 -15 29 -20 right_child=1 11 3 15 12 6 23 25 20 14 -12 -13 -14 27 -16 -17 17 18 28 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010220340505906294 0.0093195563743548836 0.011364747096117392 -0.001913914635091332 -0.001207242585018012 0.010579637812311023 -0.004074702352853155 -8.6129033744663247e-05 0.0046052435303358301 -0.0021091602826992621 -0.0098958337002757867 -0.0091144720737347234 0.011883357263547806 0.007920643796734371 0.0016820854397653596 -0.0057238997913338701 0.0034136877776904319 0.010602424975269696 0.0088245838944142393 0.0023688363321872036 0.0025860787988559171 -0.0077014564295500368 -0.0065156704057227491 0.0057541902419457483 -0.0032971856820332647 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0.384173 0.366232 0.31133 0.303374 0.308721 0.292246 0.287253 0.284904 0.263322 0.230248 0.227935 0.22032 threshold=1.0000000180025095e-35 0.3781151175498963 0.0089773964136838514 3.2950000000000004 0.98755538463592529 2.6750000000000003 0.068259380757808671 2.6750000000000003 1.0000000180025095e-35 0.068259380757808671 7.0450000000000008 3.2950000000000004 3.5000000000000004 0.0011766494717448501 0.78322452306747448 0.012270400481782552 0.034723896792862259 0.78322452306747448 30.500000000000004 3.3250000000000006 0.00048551171494175006 3.5000000000000004 4.495000000000001 6.1150000000000011 0.8784809708595277 0.068259380757808671 1.0000000180025095e-35 1.0000000180025095e-35 0.97252115607261669 3.3950000000000005 decision_type=2 2 2 10 2 10 2 10 2 2 10 8 2 2 2 2 2 2 2 10 2 2 10 10 2 2 2 2 2 10 left_child=6 2 7 8 14 25 19 20 12 16 21 -10 24 27 26 -11 -7 -8 -12 -1 -2 22 -6 -24 -3 -4 -5 -9 -14 -17 right_child=1 3 5 4 10 9 17 13 11 15 18 -13 28 -15 -16 29 -18 -19 -20 -21 -22 -23 23 -25 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89.570581346750259 293.24540808796883 400.32893811538815 63.682377636432648 24578.12426052615 132.28593334555626 1000.9064776748419 876.41994926333427 337.52486477792263 11051.176366582513 232.52013212442398 339.05331416428089 281.61898247897625 2229.1629046201706 336.85982672870159 leaf_count=55203 274 1493 844 930 6931 572 16570 213 4816 949 8108 13784 626 1152 5150 473 1359 4594 377 665147 663 6327 5525 2344 84564 1443 1816 1213 16060 1660 internal_value=0 0.0122387 0.0142006 0.0120455 0.0124095 0.0136805 -0.010439 0.0151334 0.0119171 0.0140129 0.0122451 0.0121514 0.0118708 0.0154459 0.0129359 0.0137038 0.0144673 -0.0108736 0.0119913 -0.0104162 0.0141804 0.0123366 0.0122714 0.0123786 0.0118391 0.012806 0.0132075 0.0157369 0.0120243 0.0138934 internal_weight=0 24198.9 2170.12 22028.8 5743.8 1393.34 28539.2 776.78 16285 1009.61 4377.09 2687.05 13598 584.963 1366.71 600.883 408.723 1424.38 1160.24 27114.8 191.817 3216.85 2215.95 1213.94 11269.8 383.729 498.968 329.048 2328.13 426.43 internal_count=911180 169666 10815 158851 37508 7300 741514 3515 121343 5013 29612 18600 102743 2578 7896 3082 1931 21164 8485 720350 937 21127 14800 7869 86057 2287 2746 1426 16686 2133 is_linear=0 shrinkage=0.01 Tree=171 num_leaves=31 num_cat=0 split_feature=11 48 6 19 6 6 6 6 4 0 0 6 0 6 6 6 0 6 14 48 4 14 0 6 6 6 6 6 6 6 split_gain=66582.4 26.0807 7.47227 3.37675 2.63836 1.83057 2.61145 0.495228 0.487794 0.490929 0.431864 0.316888 0.297097 0.233248 0.214279 0.192036 0.173519 0.142809 0.101749 0.0974547 0.0894367 0.0862491 0.0835114 0.0810551 0.0730256 0.0960438 0.0809512 0.0664563 0.0619105 0.0517027 threshold=1.0000000180025095e-35 1.0000000180025095e-35 30.500000000000004 1.0000000180025095e-35 7.5000000000000009 2.5000000000000004 29.500000000000004 4.5000000000000009 19.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 25.500000000000004 1.5000000000000002 8.5000000000000018 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 19.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 27.500000000000004 3.5000000000000004 20.500000000000004 21.500000000000004 6.5000000000000009 1.5000000000000002 1.0000000180025095e-35 decision_type=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 2 left_child=7 3 5 4 12 8 10 19 14 -10 13 -11 17 15 -3 20 -5 18 -2 -1 -7 -6 -16 -15 -12 -26 -27 -22 29 -14 right_child=1 2 -4 16 21 6 -8 -9 9 11 24 -13 28 23 22 -17 -18 -19 -20 -21 27 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.010526000683887298 0.011950586894569499 0.012341538835225482 0.013550552593101912 0.013368917658001151 0.012269097196933422 0.012686536298287681 0.011907729973024599 -0.010400681489258956 0.01263252360898382 0.012339138222970048 0.01242567666314667 0.012609470524188869 0.011885335046597063 0.012584769189076108 0.011892391967986535 0.013342708037871069 0.012720073888571354 0.012153752587185441 0.01314019125612516 -0.01046429187568665 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0.012698 0.0119883 0.0119715 0.012582 0.0128778 -0.0104345 0.0124889 0.0125296 0.013047 0.0124191 0.0119179 0.0131341 0.0122518 0.0131912 0.0132102 0.0119621 0.0119518 -0.0104863 0.0130577 0.0122749 0.0119293 0.0127614 0.0126808 0.0127908 0.0123722 0.0131054 0.0118692 0.0118599 internal_weight=0 24011.2 7553.45 16457.8 16234.7 6648.49 1591.05 28267.4 5057.45 4316.8 1354.77 2081.65 13799.2 1094.65 740.649 949.055 223.083 7234.51 6865.41 11147.7 504.301 2435.47 161.184 145.59 260.123 181.724 42.1067 446.771 6564.68 6006.69 internal_count=911180 169666 48000 121666 120394 43059 9786 741514 33273 28147 8000 13819 103754 6373 5126 5483 1272 53747 51141 268033 2973 16640 1222 890 1627 1112 280 2614 50007 45892 is_linear=0 shrinkage=0.01 Tree=172 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 10 2 10 1 1 10 1 2 1 10 2 1 10 6 1 5 6 0 6 1 1 0 10 5 2 split_gain=24723.3 2224.38 1376.16 849.327 804.232 673.959 649.699 416.969 310.684 247.53 238.373 228.564 204.836 245.274 198.485 190.758 182.29 164.37 165.174 160.323 160.26 131.257 125.732 106.833 154.708 105.735 104.482 103.341 98.7527 89.8557 threshold=3.3550000000000004 -32.499999999999993 4.5000000000000009 6.0550000000000006 2.0250000000000004 8.4800000000000022 0.98936170212765973 4.5750000000000011 -300.49999999999994 -71.499999999999986 5.4150000000000009 -292.49999999999994 1.0000000180025095e-35 -37.499999999999993 2.3350000000000004 0.028778467908902653 -32.499999999999993 4.2350000000000012 28.500000000000004 -1.0000000180025095e-35 5.5000000000000009 16.500000000000004 1.0000000180025095e-35 23.500000000000004 -61.499999999999993 -60.499999999999993 1.0000000180025095e-35 7.2950000000000008 2.5000000000000004 0.012270400481782552 decision_type=10 8 2 10 10 10 2 10 10 8 10 10 2 8 10 2 10 10 2 8 10 2 2 2 8 10 2 10 10 2 left_child=1 4 3 7 21 9 15 8 22 -5 -8 -7 13 -9 -3 -4 -16 19 20 -17 23 -1 -2 -19 -25 28 -6 -22 -26 -10 right_child=2 14 6 5 26 11 10 12 29 -11 -12 -13 -14 -15 16 17 -18 18 -20 -21 27 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=0.0075821503236272502 -0.00070261832665579531 0.011340352583375925 -0.0032507941930069945 0.00073641117236264637 -0.0030308954897256329 0.011056752509096627 -0.004943045202632502 0.00012468583336523628 -7.6970330490333549e-05 0.0088595179717671363 0.0093612725321648386 -0.0093335487874336969 -0.0062914358104832046 -0.0069025626491030336 0.0092198534408034459 -0.0070799047295830985 -0.0018815940832937136 -0.0076409281200157369 -0.0089857637477200568 -0.00026088368198595182 -0.0093665576185905149 0.0016268299365558079 0.0048149739961245762 -0.0083582511502695422 0.0060964461061607305 -0.0082195211346145474 0.0016262139738534873 0.01048357337318653 -0.010218735711605347 -0.0056132814937351659 leaf_weight=2177.6572636365891 886.05724509432912 10496.344872292131 940.61927156895399 592.27902930229902 1547.6593159772456 62.077253602445126 186.93775302544236 1251.9512500017881 384.9892356172204 1023.187292534858 309.17816387861967 480.46395746618509 6219.2016662172973 823.31956059858203 4460.5044491402805 1015.1077591814101 152.98544631525874 4634.0606382600963 9630.6012146808207 522.1336078979075 37.721606809645891 445.86917965859175 773.55604314059019 356.42753747105598 253.46231513470411 99.128004886209965 699.44697556272149 86.067282717674971 43.460571315139532 1229.0590536892414 leaf_count=20148 13737 82813 18825 9187 28917 476 3589 18755 5718 9179 2613 13211 140645 17032 38181 25206 2534 118357 264766 8445 1000 6387 8676 9514 2939 2542 9421 673 1184 26510 internal_value=0 0.00868613 -0.00550483 -0.00311655 0.00280935 0.00264274 -0.00731449 -0.00419093 -0.0011689 0.00588134 0.00397137 -0.0070005 -0.00538366 -0.00266323 0.0105805 -0.00763228 0.00885172 -0.00787939 -0.00819571 -0.00476378 -0.0068149 0.00657004 0.00186917 -0.00707343 -0.00357856 0.000722944 -0.0015813 0.00443474 0.00370839 -0.00429274 internal_weight=0 19980.5 31841 13726.1 4870.63 2158.01 18114.9 11568.1 3273.66 1615.47 496.116 542.541 8294.47 2075.27 15109.8 17618.8 4613.49 16678.2 15140.9 1537.24 5510.33 2623.53 1659.61 5386.54 752.478 396.051 2247.11 123.789 296.923 1614.05 internal_count=911180 188401 722779 263126 64873 32053 459653 231073 54641 18366 6202 13687 176432 35787 123528 453451 40715 434626 400975 33651 136209 26535 22413 134536 16179 6665 38338 1673 4123 32228 is_linear=0 shrinkage=0.01 Tree=173 num_leaves=31 num_cat=0 split_feature=11 10 1 1 1 6 10 10 1 3 6 10 6 3 6 3 10 10 3 3 6 1 10 1 3 3 2 10 10 10 split_gain=65436.9 35.3839 8.15506 7.63886 6.70373 3.49767 2.59744 2.52967 1.13807 1.0869 0.88727 0.841993 0.820481 0.81191 0.735927 0.723009 0.708539 0.672924 0.446628 0.417785 0.397587 0.395051 0.361601 0.351897 0.350304 0.315626 0.315618 0.274807 0.262103 0.257069 threshold=1.0000000180025095e-35 3.3550000000000004 -32.499999999999993 -65.499999999999986 -59.499999999999993 12.500000000000002 1.0000000180025095e-35 6.0550000000000006 -65.499999999999986 0.23123827392120072 38.500000000000007 3.3950000000000005 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92 678560 1441 1685 17289 701 2123 914 786 2910 1872 817 526 12064 1585 1541 2598 907 2808 20655 internal_value=0 0.0121763 0.0119329 0.0127894 0.012531 0.0132282 0.0124239 0.0123069 0.0125417 0.0130089 0.0119721 -0.0104282 0.0121877 0.0131904 0.011835 0.0132367 0.0124521 0.0133334 0.0132133 0.013867 0.0122996 0.0118026 0.0129177 -0.0105868 0.0128138 0.0127304 0.0134585 0.0126869 0.0129342 0.0117967 internal_weight=0 23710.1 16973.3 6736.81 4239.42 2497.39 2820.52 3217.7 1891.51 1859.34 1326.19 27848.5 1756.63 1189.17 14152.8 1021.72 1668.9 915.317 222.609 638.055 1078.01 11777.9 419.109 2989.56 1063.88 590.89 602.612 670.172 738.653 11655.8 internal_count=911180 169666 127521 42145 27875 14270 18698 22081 12235 10946 9846 741514 12228 6796 108823 5794 10960 5111 1275 3324 7296 91534 2495 62954 6470 3664 3299 4150 4393 90717 is_linear=0 shrinkage=0.01 Tree=174 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 0 2 0 12 12 0 0 2 0 0 2 2 2 2 0 19 2 2 2 2 2 split_gain=64698.3 84.6161 9.56369 9.21483 2.61325 1.56641 1.25986 1.12076 0.8295 0.469876 0.453314 0.407268 0.393331 0.334195 0.321272 0.28762 0.323164 0.258105 0.25551 0.252084 0.244021 0.233645 0.232095 0.211222 0.210344 0.198173 0.377238 0.179687 0.280201 0.146892 threshold=1.0000000180025095e-35 0.3781151175498963 0.0089773964136838514 0.98755538463592529 0.068259380757808671 0.068259380757808671 0.99999827146530174 0.00048551171494175006 0.78322452306747448 1.0000000180025095e-35 0.94494949494949509 1.0000000180025095e-35 0.78322452306747448 0.0011766494717448501 1.0000000180025095e-35 1.0000000180025095e-35 0.49844720496894418 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.023937770392229853 0.74891304347826104 0.74891304347826104 1.0000000180025095e-35 1.0000000180025095e-35 0.49844720496894418 0.091372912801484213 0.50144508670520238 0.74891304347826104 0.98936170212765973 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=4 2 7 8 13 11 15 23 18 19 14 20 -6 -1 -9 16 -5 -10 -3 -7 -4 -21 -22 29 -18 26 -8 -27 -29 -2 right_child=1 3 5 6 12 9 25 10 17 -11 -12 -13 -14 -15 -16 -17 24 -19 -20 21 22 -23 -24 -25 -26 27 -28 28 -30 -31 leaf_value=-0.010390316556487538 0.015601053184536544 0.012925160804622455 0.013633609633081316 0.012173108189954096 -0.010741730298393376 0.013002416972689709 0.011804513571990695 0.014908320587698056 0.012504077090970485 0.012902247014608013 0.01370452574084439 0.013527268096762633 -0.011116535897392713 -0.010516339860025033 0.014279815881219356 0.011918929892756919 0.011961608830950628 0.012227918601062092 0.012552190938252555 0.013635136865940733 0.014364956923041681 0.013047133233448279 0.013584278417140428 0.014932401144685113 0.012656112521392281 0.011742371866550043 0.01195432033931661 0.011954551220546471 0.011779677645846096 0.014380407566328801 leaf_weight=23891.593725536019 228.92857633531094 564.07755340635777 78.867353767156601 1662.0209286734462 994.18828720971942 112.64844734966755 3529.0534338504076 294.63245151937008 1010.4609392881393 243.64684446156025 47.710564792156219 155.73728077113628 389.76013396680355 2307.490133035928 112.34220716357231 1875.3809772282839 1731.416011787951 508.87937605381012 272.37171076238155 378.45398615300655 271.48473191261292 82.265921235084534 44.295737698674202 72.517853453755379 44.736283630132675 3057.393556445837 3209.8287189677358 1457.601771697402 2467.1296086236835 10.302330151200293 leaf_count=669003 1000 3292 407 11485 16570 641 27354 1348 6439 1429 246 825 4594 51347 542 14034 12826 3478 1713 1979 1307 476 236 330 270 24286 23619 10746 19309 49 internal_value=0 0.0121503 0.0140491 0.0119608 -0.0104238 0.0135479 0.0118878 0.0149434 0.0125508 0.0132701 0.0146267 0.0139603 -0.0108473 -0.0104014 0.0147348 0.0120185 0.0120729 0.0124116 0.0128037 0.0134265 0.0141312 0.0135301 0.0142554 0.0154052 0.0119791 0.0118372 0.0118759 0.0117998 0.0118446 0.0155485 internal_weight=0 23524.2 2133.83 21390.4 27583 1367.4 19034.6 766.434 2355.79 817.015 454.685 550.385 1383.95 26199.1 406.975 5313.55 3438.17 1519.34 836.449 573.368 394.648 460.72 315.78 311.749 1776.15 13721 6738.88 6982.12 3924.73 239.231 internal_count=911180 169666 10815 158851 741514 7300 143929 3515 14922 4525 2136 2775 21164 720350 1890 38615 24581 9917 5005 3096 1950 2455 1543 1379 13096 105314 50973 54341 30055 1049 is_linear=0 shrinkage=0.01 Tree=175 num_leaves=31 num_cat=0 split_feature=11 1 6 3 6 2 6 2 5 1 6 3 5 48 6 1 1 5 1 1 6 6 1 2 3 3 2 1 2 6 split_gain=63968.6 32.0566 7.25579 2.38222 2.82183 2.29769 1.81169 1.17612 0.681282 0.658507 0.469683 0.426126 0.386511 0.386185 0.381345 0.341719 0.325837 0.305575 0.302962 0.291133 0.481811 0.301664 0.26524 0.265204 0.238531 0.232746 0.377279 0.226376 0.224546 0.173906 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 30.500000000000004 0.091229193341869366 2.5000000000000004 0.091372912801484213 7.5000000000000009 0.087337909992372217 5.5000000000000009 -67.499999999999986 4.5000000000000009 0.50155279503105599 2.5000000000000004 1.0000000180025095e-35 29.500000000000004 -32.499999999999993 -30.499999999999996 1.5000000000000002 -31.499999999999996 -68.499999999999986 4.5000000000000009 25.500000000000004 -30.499999999999996 0.71068484464172488 0.74213338610726309 0.76506899055918665 0.24165739710789766 -60.499999999999993 0.62532051282051293 1.0000000180025095e-35 decision_type=2 8 2 2 2 2 2 2 10 10 2 2 10 2 2 10 10 10 10 10 2 2 10 2 2 2 2 10 2 2 left_child=10 2 3 9 5 7 11 29 19 -2 -1 -3 24 -7 18 25 -17 -8 27 20 23 -21 -20 -6 -4 26 -15 -11 -28 -5 right_child=1 6 12 4 8 13 17 -9 -10 14 -12 -13 -14 15 -16 16 -18 -19 22 21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.010470685723173357 0.01248033193238127 0.011778155820835445 0.013270960128932214 0.01229555835205748 0.013095771057315728 0.013113591815208723 0.012070923592848901 0.011690512733465568 0.012178888754685755 0.012146408536880799 -0.010385879601553873 0.011913094372428172 0.014100704532681361 0.012066115865841118 0.011754655111078127 0.012025070535038089 0.012741854672372255 0.01240921579506485 0.01181019871397614 0.013092070897479543 0.013473381531387831 0.012521818084690306 0.012478823844110361 0.012259229088912716 0.013630104715519153 0.013086424142498936 0.012767531997271145 0.012451917313430753 0.012500198994433198 0.012693397445613194 leaf_weight=10799.837403807789 924.92635107040405 9971.8214264288545 685.1053092032671 528.17934545874596 137.52928413450718 191.3507993221283 1929.21317461133 396.36852139234543 80.103159606456757 490.09381432831287 16520.16879985109 3057.9289819151163 77.955629467964172 100.50313159823418 217.46642826497555 160.25198876857758 104.9555584192276 309.90678632259369 274.78433455526829 401.50186996161938 415.28971335291862 120.63952192664146 75.667620077729225 52.311696335673332 253.30313150584698 138.74029384553432 1198.9118297249079 480.16895823180676 425.77870850265026 138.73599807918072 leaf_count=268033 6027 78573 3891 3609 807 1108 13839 3207 555 3458 473481 23042 399 721 1720 1173 662 2070 2131 2330 2288 768 493 357 1366 815 7452 3166 2776 863 internal_value=0 0.0121244 0.0126342 0.0125204 0.012655 0.0125069 0.011855 0.0121219 0.01307 0.0122695 -0.0104194 0.0118098 0.0134241 0.0126833 0.0121427 0.0126446 0.0123087 0.0121177 0.0122066 0.0131333 0.0132826 0.0129603 0.0119546 0.0128653 0.0133679 0.0126924 0.0126607 0.0122976 0.0126975 0.0123783 internal_weight=0 23339.5 8070.62 7054.26 4591.15 3383.78 15268.9 1063.28 1207.38 2463.11 27320 13029.8 1016.36 2320.49 1538.18 2129.14 265.208 2239.12 1320.71 1127.27 605.131 522.141 350.452 189.841 938.408 1863.93 1725.19 970.263 1624.69 666.915 internal_count=911180 169666 52142 46486 29491 22386 117524 7679 7105 16995 741514 101615 5656 14707 10968 13599 1835 15909 9248 6550 3452 3098 2624 1164 5257 11764 10949 6624 10228 4472 is_linear=0 shrinkage=0.01 Tree=176 num_leaves=31 num_cat=0 split_feature=12 12 12 10 1 10 1 12 12 12 12 10 10 10 10 12 10 10 1 10 5 5 6 6 1 10 5 6 12 10 split_gain=49048 1258.92 1137.46 131.616 130.357 327.844 115.947 94.6963 82.506 67.7685 65.9156 65.0948 33.5697 32.7562 32.4724 24.7405 22.8642 19.6905 68.4456 52.6598 16.8881 16.7937 16.3849 13.3015 12.2522 11.3647 11.315 10.9423 10.2797 10.173 threshold=0.068259380757808671 0.8784809708595277 0.00099748477805400022 6.2350000000000012 -371.49999999999994 3.0250000000000004 -380.49999999999994 0.0089773964136838514 6.4727209974080338e-05 0.99766892194747936 0.3781151175498963 3.1750000000000003 5.995000000000001 2.1250000000000004 3.9650000000000003 0.0070173616986721008 5.7250000000000005 2.6250000000000004 -4.4999999999999991 3.9350000000000005 1.5000000000000002 1.5000000000000002 4.5000000000000009 32.500000000000007 -351.49999999999994 4.9150000000000009 1.5000000000000002 133.50000000000003 0.51461192965507518 5.7950000000000008 decision_type=2 2 2 8 10 10 10 2 2 2 2 10 8 10 10 2 10 10 8 10 10 10 2 2 10 10 10 2 2 10 left_child=2 4 8 6 5 13 11 22 -1 17 20 -4 24 -2 28 -5 25 -3 -19 -20 27 23 -8 -9 -10 -16 -12 -6 -7 -21 right_child=1 9 3 15 10 14 7 21 12 -11 26 -13 -14 -15 16 -17 -18 18 19 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010187446379464374 0.0097741380591690134 0.011193588981061091 -0.0019646954736803539 -0.0011980861443562341 0.0052500634184183227 -0.0019912046941527807 -0.0039723333962768835 0.00090167753824760624 -0.0098519981628857316 0.011730799076031247 0.0083838496106925509 -0.0090459494003624959 -0.0056450764139591124 0.0041154062912294818 -0.0043862827272762115 0.0033090240402067249 0.0025949188021841046 0.010430472911268859 0.0086354908560603641 -0.00011181975085725412 0.0019249621512079115 -0.0028674436257723787 -0.0063965790724095266 -0.0027723883196015633 -0.0083651340440250455 -0.0081211079988852321 0.0059980695300362145 0.00013813394432529816 0.0031894372796953912 0.0079603881880896052 leaf_weight=20696.440561659634 297.4499681070447 754.92599101364613 161.09501289576292 239.11515270546079 693.994101382792 107.02063848078251 573.87128709629178 486.45889354869723 796.40429658070207 17968.773641221225 786.96033136174083 668.5684410892427 382.29100359603763 155.91552992910147 161.3507880680263 248.21517040207982 31.928733896464109 1112.4989153295755 209.25597947835922 130.89136062934995 247.85896099731326 262.5230859965086 542.22135066613555 123.56952281296253 1822.3395555615425 164.5757997892797 265.97731480747461 44.562270391732454 59.648552071303129 17.726612851023674 leaf_count=593705 2208 5750 1986 3455 6256 1333 10558 6233 19399 138797 5781 15280 7878 1311 2673 2569 360 7577 1582 1384 2837 4474 12435 2137 46531 3241 2211 577 530 132 internal_value=0 0.0106267 -0.00919621 -0.003701 0.00460175 0.00160008 -0.00453074 -0.00322063 -0.00996276 0.0115269 0.00604108 -0.00767099 -0.00841321 0.00782806 -0.00378299 0.00109755 -0.00548103 0.0098808 0.00920678 0.00540275 0.00418362 -0.000752648 -0.00515008 0.000157446 -0.00881731 -0.00627217 0.00778119 0.00494162 -0.000137126 0.000851004 internal_weight=0 23211.3 27003.1 3305.64 3017.24 977.89 2818.31 1988.64 23697.5 20194.1 2039.35 829.663 3001.03 453.365 524.525 487.33 357.855 2225.3 1470.37 357.874 986.415 872.552 1116.09 610.028 2618.74 325.927 1052.94 738.556 166.669 148.618 internal_count=911180 184540 726640 59127 29318 11656 53103 35837 667513 155222 17662 17266 73808 3519 8137 6024 6274 16425 10675 3098 9670 12844 22993 8370 65930 5914 7992 6833 1863 1516 is_linear=0 shrinkage=0.01 Tree=177 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 12 12 48 48 48 48 6 5 6 5 6 48 5 3 48 29 12 5 12 6 12 3 12 3 6 split_gain=48442.5 1259.85 1139.46 126.842 113.486 83.668 69.068 62.4749 55.1587 44.3093 34.9369 24.9624 18.5028 18.0024 16.4021 15.7171 15.2043 15.1903 14.3925 11.6246 10.8425 10.7916 10.1791 9.88663 9.78816 9.03389 8.18279 8.03474 8.00986 10.478 threshold=0.068259380757808671 0.8784809708595277 0.00099748477805400022 0.3781151175498963 0.0089773964136838514 6.4727209974080338e-05 0.99766892194747936 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 3.5000000000000004 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 0.51530771633864425 1.0000000180025095e-35 1.0000000180025095e-35 0.97252115607261669 1.5000000000000002 0.00017857718921725002 133.50000000000003 6.1143434777477532e-06 1.0000000180025095e-35 0.65440738201141369 0.96178188899707895 31.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 10 2 10 2 2 10 2 2 2 2 10 2 2 2 2 2 2 2 left_child=2 3 5 7 9 25 19 11 15 -4 13 18 -10 27 28 -6 -7 24 -2 21 -20 -3 -12 -18 -9 -1 -13 -5 29 -11 right_child=1 6 4 10 8 16 -8 17 12 14 22 26 -14 -15 -16 -17 23 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010279671756683435 0.0028849888394925889 0.0077162349190039812 -0.0075834897457566774 0.0043674282293097513 -0.0026740239239521528 -0.0093639042689857357 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251.60667634010315 1147.0125067010522 39.004988137632608 3717.3741399943829 202.07817075401545 231.5334692671895 75.671157509088516 193.44441478326917 leaf_count=491840 2683 3132 13085 1860 5103 25528 138797 5230 8162 9427 4981 160 4671 2159 8537 4749 20937 2690 1595 8172 136 5121 2080 27343 504 101865 3288 1952 1136 4257 internal_value=0 0.0105946 -0.00918054 0.00456415 -0.00367466 -0.00995333 0.0115009 0.00245016 -0.0016294 -0.00535807 0.00655641 -3.42052e-05 -0.000118383 0.00471613 -0.00425682 -0.00408243 -0.0083877 0.00417114 0.00151192 0.00983488 -0.00124477 0.00906087 0.00778083 -0.00786508 0.00498571 -0.0101809 -0.00273414 0.00586152 -0.00344701 -0.00376407 internal_weight=0 23049.8 26779.9 3011.71 3296.14 23483.8 20038.1 1461.21 1488.13 1808 1550.49 597.982 920.886 619.46 1209.49 567.249 2980.17 863.23 380.238 2213.4 126.422 1033.96 931.034 1941.03 626.865 20503.6 217.744 426.793 815.249 739.578 internal_count=911180 184540 726640 29318 59127 667513 155222 16286 22685 36442 13032 7862 12833 5971 23357 9852 73808 8424 4414 16425 1731 8253 7061 48280 5734 593705 3448 3812 14820 13684 is_linear=0 shrinkage=0.01 Tree=178 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 12 12 6 2 2 12 6 2 2 12 0 12 2 6 12 6 12 5 5 12 5 0 12 12 5 split_gain=47839.6 1262.66 1142.3 124.819 112.072 84.8757 70.7378 23.3186 25.7381 21.4456 18.166 15.8113 15.3251 15.9979 10.3362 9.66313 9.20801 9.02287 9.44487 8.81356 8.72707 8.45946 7.86805 7.60019 6.51666 6.27217 6.23083 5.12914 5.07731 4.9677 threshold=0.068259380757808671 0.8784809708595277 0.00099748477805400022 0.3781151175498963 0.0089773964136838514 6.4727209974080338e-05 0.99766892194747936 1.5000000000000002 0.051836094939543158 0.047905909351692456 0.65440738201141369 1.5000000000000002 0.05298245614035086 0.94494949494949509 0.00025326936156485003 1.0000000180025095e-35 5.1029428504989491e-06 0.047905909351692456 1.5000000000000002 0.18897357583045957 46.500000000000007 0.97252115607261669 2.5000000000000004 1.5000000000000002 0.0043998162727802515 1.5000000000000002 1.0000000180025095e-35 0.2688089013099671 0.99989646673202526 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 10 2 10 2 2 2 10 left_child=2 3 5 7 12 16 21 19 -9 -6 17 22 -4 15 -7 24 -1 -5 -19 -2 -12 -3 26 27 -14 -13 -11 -10 -8 -21 right_child=1 6 4 10 9 14 28 8 23 11 20 25 13 -15 -16 -17 -18 18 -20 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010280295378716491 0.0026495174215106694 0.0090351836437938277 -0.0034092808698611243 0.0071231322128171718 0.0006506661309413508 -0.0088994268596764188 0.011179590336164801 0.005294739455782814 0.00037852538643148615 -0.0012761488203187113 0.0079123334350083875 -0.002522652960716151 -0.0068896635876932203 -0.0021781251982790476 -0.0077122189333507585 -0.0039289908481793881 -0.0097464027911888292 0.0060097175626960273 0.0033233732646726346 0.005120862003901671 0.004758963727805314 0.010297120453165829 -0.0049168642078810847 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0.582116 0.588063 0.42476 0.369507 0.339694 0.331345 0.320004 0.294966 0.294262 0.278575 0.276186 0.247181 0.226569 0.213619 0.209039 0.20499 threshold=1.0000000180025095e-35 3.3550000000000004 -32.499999999999993 -65.499999999999986 -59.499999999999993 1.0000000180025095e-35 0.23123827392120072 6.0550000000000006 0.99938118811881205 -65.499999999999986 3.3950000000000005 0.38119783996072654 1.0000000180025095e-35 4.495000000000001 2.3350000000000004 -32.499999999999993 0.091229193341869366 1.0000000180025095e-35 6.1150000000000011 -1.0000000180025095e-35 0.11180555555555556 1.0000000180025095e-35 0.72245564892623726 8.8850000000000016 5.3250000000000011 2.5450000000000004 7.0450000000000008 19.500000000000004 -30.499999999999996 0.61922530206112303 decision_type=2 10 8 8 10 10 2 10 2 10 10 2 2 10 10 10 2 2 10 8 2 2 2 10 10 10 10 8 10 2 left_child=10 2 5 6 7 -2 24 9 12 13 19 18 27 17 28 -16 -11 -5 29 -1 -7 -13 -15 26 -3 -22 -9 -8 -4 -6 right_child=1 3 14 4 11 20 8 23 -10 16 -12 21 -14 22 15 -17 -18 -19 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.01050220216934975 0.012058335720974913 0.012822952437724498 0.011668252683484799 0.012335930528247462 0.012705186530366371 0.012404448745123508 0.013233742562436025 0.012033021141421255 0.01262667415393795 0.012456140597752808 -0.010387702432896486 0.012852940592235858 0.012874885922568005 0.012763173370531327 0.011804428797320474 0.012851685236444402 0.013389025718009729 0.011956566185019273 0.012162441734623969 -0.010751985746666803 0.012530526434522245 0.013415156164839246 0.012297999563065803 0.012469180475520035 0.012426809704357018 0.012922740329069633 0.011724658193447297 0.013556880610328122 0.012112740513420888 0.013214924538292381 leaf_weight=2148.7878466807306 1680.7759651243687 306.1715562492609 9601.0032601431012 549.70454186201096 198.62433883547783 312.85358561575413 258.98043720424175 328.3560348674655 261.94417864084244 74.718068450689316 23553.516489684582 116.55083811283112 201.64490567147732 341.95541451871395 3717.9547764509916 54.40350678563118 140.74670189619064 481.76928606629372 75.112623766064644 705.41271865367889 244.68122704327106 468.14577031135559 225.77506294846535 67.578330241143703 413.93191996216774 468.05534541606903 868.51649403572083 973.92974025011063 106.98450350761414 130.87707786262035 leaf_count=50890 12228 1866 78702 3701 1226 2077 1480 2394 1659 489 678560 701 1221 2123 29024 330 786 3595 526 12064 1585 2598 1541 443 2727 2808 7009 5317 767 743 internal_value=0 0.0120501 0.0118105 0.0126481 0.0123928 0.0122905 0.013078 0.0121705 0.0132829 0.0123976 -0.0104068 0.0130848 0.0134027 0.0123076 0.0117141 0.0118195 0.0130655 0.0121587 0.0127693 -0.0105639 0.0126711 0.0133031 0.0125782 0.0118445 0.0125952 0.0127881 0.0118093 0.013489 0.0116732 0.0129077 internal_weight=0 22671.7 16186.7 6485.03 4068.43 2706.37 2416.6 3079.12 1696.5 1814.67 26407.7 989.311 1434.56 1599.2 13480.3 3772.36 215.465 1031.47 404.614 2854.2 1025.59 584.697 567.73 1264.45 720.103 712.737 1196.87 1232.91 9707.99 329.501 internal_count=911180 169666 127521 42145 27875 18698 14270 22081 9677 12235 741514 5794 8018 10960 108823 29354 1275 7296 2495 62954 6470 3299 3664 9846 4593 4393 9403 6797 79469 1969 is_linear=0 shrinkage=0.01 Tree=180 num_leaves=31 num_cat=0 split_feature=11 12 12 10 12 10 12 10 1 12 10 12 10 1 6 2 2 12 12 12 10 6 12 12 12 6 10 10 2 10 split_gain=60830.3 83.509 10.122 8.49987 4.17965 3.45016 2.70792 2.14102 1.65761 1.31077 0.804626 0.667474 0.54477 0.539639 0.460025 0.455228 0.414419 0.411834 0.385218 0.33078 0.30647 0.30629 0.295193 0.256053 0.251614 0.23523 0.243075 0.243286 0.201358 0.197096 threshold=1.0000000180025095e-35 0.3781151175498963 0.0089773964136838514 3.2950000000000004 0.98755538463592529 2.6750000000000003 0.068259380757808671 2.6750000000000003 -32.499999999999993 0.068259380757808671 7.0450000000000008 0.00099748477805400022 1.0000000180025095e-35 -2.4999999999999996 3.5000000000000004 0.012270400481782552 0.034723896792862259 0.78322452306747448 0.78322452306747448 0.0011766494717448501 3.8350000000000004 30.500000000000004 0.00048551171494175006 0.068259380757808671 0.8784809708595277 3.5000000000000004 4.495000000000001 6.1150000000000011 1.0000000180025095e-35 3.3550000000000004 decision_type=2 2 2 10 2 10 2 10 8 2 10 2 10 8 2 2 2 2 2 2 10 2 2 2 2 2 10 10 2 10 left_child=6 2 7 8 13 23 19 22 12 16 25 -9 -3 18 24 -11 -7 -8 28 -1 -15 -12 -2 -4 -10 26 -6 -28 -5 -18 right_child=1 3 5 4 10 9 17 11 14 15 21 -13 -14 20 -16 -17 29 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.010367278288628261 0.01450519468845992 0.01186301318136678 0.012898056028679133 0.012524932182579902 0.011919617949845536 0.013637743813386132 -0.010727057283168308 0.015465632164003457 0.011982335051503396 0.012966948919987595 0.011738798360943664 0.014782080019883816 0.012213954378911596 0.012595903000976801 0.01179992499952659 0.013586998123978858 0.013794820686791455 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663 1443 87799 6327 5525 2344 1642 1100 internal_value=0 0.0120259 0.0139256 0.0118305 0.012172 0.0134018 -0.0104026 0.0148466 0.0117084 0.0137124 0.0120149 0.0151487 0.0119697 0.0126675 0.0116662 0.0134081 0.0141549 -0.0108368 0.0125993 -0.0103787 0.0132797 0.0117799 0.0139148 0.0125713 0.0116396 0.0120989 0.0120393 0.0121376 0.0128377 0.0143569 internal_weight=0 22491.1 2098.18 20392.9 5367.31 1337.51 26155.4 760.669 15025.6 973.449 4074.77 574.442 2090.34 1292.55 12935.2 576.757 396.692 1361.28 1162.98 24794.1 129.57 1073.2 186.227 364.059 10789 3001.57 2065.38 1133.85 428.197 285.252 internal_count=911180 169666 10815 158851 37508 7300 741514 3515 121343 5013 29612 2578 15346 7896 105997 3082 1931 21164 7177 720350 719 8485 937 2287 89334 21127 14800 7869 2508 1359 is_linear=0 shrinkage=0.01 Tree=181 num_leaves=31 num_cat=0 split_feature=11 12 12 10 12 10 12 10 1 12 10 12 10 1 6 12 12 12 3 6 10 12 12 12 6 10 10 3 3 3 split_gain=60148.7 80.4279 9.70489 8.20351 4.02911 3.31566 2.62481 2.04838 1.6004 1.25743 0.776147 0.637804 0.52563 0.519741 0.444266 0.39875 0.370878 0.320715 0.314379 0.295398 0.294638 0.282964 0.246684 0.243006 0.226937 0.234429 0.234595 0.219729 0.244384 0.201415 threshold=1.0000000180025095e-35 0.3781151175498963 0.0089773964136838514 3.2950000000000004 0.98755538463592529 2.6750000000000003 0.068259380757808671 2.6750000000000003 -32.499999999999993 0.068259380757808671 7.0450000000000008 0.00099748477805400022 1.0000000180025095e-35 -2.4999999999999996 3.5000000000000004 0.78322452306747448 0.78322452306747448 0.0011766494717448501 1.0000000180025095e-35 30.500000000000004 3.8350000000000004 0.00048551171494175006 0.068259380757808671 0.8784809708595277 3.5000000000000004 4.495000000000001 6.1150000000000011 1.0000000180025095e-35 0.96446608946608958 0.98089094449853953 decision_type=2 2 2 10 2 10 2 10 8 2 10 2 10 8 2 2 2 2 2 2 10 2 2 2 2 10 10 2 2 2 left_child=6 2 7 8 13 22 17 21 12 27 24 -9 -3 16 23 -8 -5 -1 -11 -12 -15 -2 -4 -10 25 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132.86898562312126 1004.932446308434 264.96380098164082 630.63227942585945 43.204641848802567 2128.651164509356 384.24109797924757 729.23629205673933 2196.541580863297 373.21972973644733 59.453266426920891 85.489283293485641 127.19054229557514 217.80507853627205 10490.621938720345 928.91683068871498 814.59724866598845 310.34442000091076 265.2307656109333 53.5202496945858 66.846664428710938 leaf_count=669003 274 11033 844 2508 6931 390 16570 1354 1535 762 8108 1224 4313 272 16663 4594 4669 51347 1940 377 447 663 1443 87799 6327 5525 2344 1265 276 380 internal_value=0 0.0120017 0.0138716 0.011809 0.0121458 0.0133568 -0.0103984 0.0147756 0.0116886 0.0136621 0.0119909 0.0150716 0.0119463 0.0126341 0.0116469 -0.0108279 0.0125669 -0.0103748 0.013363 0.0117591 0.0132369 0.0138612 0.0125394 0.0116207 0.0120737 0.0120149 0.0121119 0.0140967 0.0142116 0.0134917 internal_weight=0 22311.9 2085.34 20226.5 5325.31 1328.64 25905.5 756.703 14901.2 967.293 4042.26 571.62 2073.57 1283.06 12827.6 1348.84 1154.36 24556.6 572.935 1064.39 128.694 185.084 361.348 10699 2977.87 2048.96 1124.94 394.358 318.751 440.066 internal_count=911180 169666 10815 158851 37508 7300 741514 3515 121343 5013 29612 2578 15346 7896 105997 21164 7177 720350 3082 8485 719 937 2287 89334 21127 14800 7869 1931 1541 2320 is_linear=0 shrinkage=0.01 Tree=182 num_leaves=31 num_cat=0 split_feature=11 12 12 10 12 10 12 10 48 12 10 10 12 12 12 12 12 3 12 10 12 5 3 3 10 3 48 10 3 10 split_gain=59475.7 77.4682 9.30648 7.91819 3.8846 3.18683 2.54429 1.96015 1.27901 1.20666 0.748728 0.63813 0.609594 0.465777 0.403781 0.386092 0.310959 0.302262 0.271288 0.262325 0.23768 0.227981 0.210749 0.234402 0.203933 0.193597 0.190998 0.181168 0.180868 0.179644 threshold=1.0000000180025095e-35 0.3781151175498963 0.0089773964136838514 3.2950000000000004 0.98755538463592529 2.6750000000000003 0.068259380757808671 2.6750000000000003 1.0000000180025095e-35 0.068259380757808671 7.0450000000000008 3.2950000000000004 0.00099748477805400022 0.78322452306747448 0.8784809708595277 0.78322452306747448 0.0011766494717448501 1.0000000180025095e-35 0.00048551171494175006 2.3350000000000004 0.068259380757808671 1.5000000000000002 1.0000000180025095e-35 0.96446608946608958 4.495000000000001 0.98089094449853953 1.0000000180025095e-35 3.3550000000000004 1.0000000180025095e-35 3.2050000000000005 decision_type=2 2 2 10 2 10 2 10 2 2 10 8 2 2 2 2 2 2 2 10 2 10 2 2 10 2 2 10 2 10 left_child=6 2 7 8 13 20 16 18 14 22 24 -10 28 26 -3 29 -1 -11 -2 -16 -4 -12 -7 27 -6 -19 -5 -24 -9 -8 right_child=1 3 5 4 10 9 15 12 11 17 21 -13 -14 -15 19 -17 -18 25 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010359751198690002 0.014377525952379623 0.012021019185183696 0.01282508041235713 0.013236530577690331 0.011952029636355742 0.013563363313722048 -0.01097554370965048 0.01468865696441745 0.012134592760683157 0.012899062500437748 0.012149100835413594 0.011776300104422844 0.014643771137333044 0.012455451446781536 0.011590142699563582 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73617 4594 51347 1940 663 27275 1443 7651 242 276 11888 380 2187 1023 1161 13956 internal_value=0 0.0119779 0.0138186 0.0117878 0.01212 0.0133125 -0.0103943 0.0147059 0.011669 0.0136127 0.0119672 0.0118776 0.0149961 0.0126012 0.0116275 -0.0108191 -0.010371 0.0133186 0.0138085 0.0116192 0.0125081 0.0117386 0.0140396 0.0141525 0.0120489 0.0134452 0.0128522 0.0142746 0.0153003 -0.0107118 internal_weight=0 22133.6 2072.48 20061.1 5283.5 1319.77 25657.8 752.705 14777.6 961.129 4009.91 2451.66 568.768 1273.59 12325.9 1336.5 24321.3 569.115 183.938 12070.6 358.645 1055.63 392.014 316.892 2954.29 437.187 467.766 263.716 305.22 955.676 internal_count=911180 169666 10815 158851 37508 7300 741514 3515 121343 5013 29612 18600 2578 7896 102743 21164 720350 3082 937 100892 2287 8485 1931 1541 21127 2320 2746 1265 1354 16570 is_linear=0 shrinkage=0.01 Tree=183 num_leaves=31 num_cat=0 split_feature=3 2 2 2 5 5 2 2 3 2 5 4 3 19 5 4 3 3 5 5 2 2 5 4 19 5 4 5 2 3 split_gain=3026.84 1526.75 1956.59 885.789 521.578 269.697 248.714 578.899 172.363 606.562 286.314 170.852 172.474 159.238 157.322 145.177 137.975 214.909 123.723 119.75 94.0223 242.998 92.9529 92.8599 88.285 72.7349 68.5922 67.8848 67.5515 366.408 threshold=0.50155279503105599 0.50144508670520238 0.74891304347826104 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 0.96213569039656011 0.75110619469026563 0.90943267259056748 0.091372912801484213 1.5000000000000002 27.500000000000004 0.4663841807909605 1.0000000180025095e-35 2.5000000000000004 20.500000000000004 0.67403517342452379 0.66349106014087067 2.5000000000000004 5.5000000000000009 0.66522988505747138 0.66751700680272119 1.5000000000000002 22.500000000000004 1.0000000180025095e-35 1.5000000000000002 29.500000000000004 1.5000000000000002 0.25092592592592594 0.75937646507266776 decision_type=2 2 2 2 10 10 2 2 2 2 10 8 2 2 10 8 2 2 10 10 2 2 10 8 2 8 8 10 2 2 left_child=1 11 5 14 8 15 7 22 9 27 13 12 -1 16 23 -3 17 -11 24 -20 -17 25 26 -2 -13 -22 -4 -5 29 -12 right_child=3 2 6 4 -6 -7 -8 -9 -10 10 28 18 -14 -15 -16 20 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00032721475594442662 -0.0012825934768998779 -0.0056199166521484689 0.0019558132849959919 -0.0050860703899638171 -0.0078643749315166472 -0.0074017069994858596 0.0065687862297287283 -0.0024874232271252642 -0.0059666156191016144 -0.0016483187772726527 0.0040231390919488984 0.0060762126734658509 0.005458794940943177 -0.0084917088608156641 -0.0045433035558697732 -0.0025634991190892596 -0.0029511622399312639 0.0030192539355202472 -0.0022689995019734631 0.0072142698244607008 0.0010658606969021233 -0.0037686378548652086 0.0014846057316193102 0.0047823503344357225 -0.0038881332157109341 0.006511542981865205 0.008901325286503543 0.01048090849886058 -0.005569507999558714 -0.0062032564917150522 leaf_weight=1058.449739517644 292.60784684866667 1107.8003213591874 165.28828618489206 30.180156536400318 2294.196333065629 1235.0950777679682 2978.764256125316 1288.3997475765646 1566.0249291379005 4524.5770324859768 502.24482239410281 8545.0700706075877 1003.7554449923337 352.59553045034409 242.94212340191007 3736.9542843271047 4599.2354243677109 1261.470275644213 365.83649336546659 209.35669585503638 534.95255124941468 833.63562841340899 275.88361601158977 1839.4429879765958 89.852937459945679 452.92418884672225 1017.4487861394882 390.16973802447319 3414.8338903449476 1158.5944518316537 leaf_count=19632 5877 28665 2721 692 66517 34235 34143 27398 41331 94974 7798 105606 14034 10330 5544 81852 102713 19704 7402 2389 9362 19245 4698 23859 2051 5714 10619 3747 87909 30419 internal_value=0 0.00236823 0.000116097 -0.00269412 -0.00337673 -0.00310953 0.00456733 0.00239703 -0.00279832 -0.00249269 -0.00280784 0.00509084 0.00248906 -0.00188273 0.00308119 -0.00231429 -0.00165834 -0.000630698 0.00567339 0.00118269 -0.00165548 0.000207382 0.00671147 0.00394998 0.00597253 0.00356261 0.00793069 0.00936324 -0.00476496 -0.00311075 internal_weight=0 24899.5 13627.1 22469.1 20094.1 7901.36 5725.78 2747.02 17799.9 16233.9 15813.6 11272.3 2062.21 10737.9 2374.99 6666.27 10385.3 5786.05 9210.12 575.193 5558.47 1821.51 1458.62 2132.05 8634.92 987.877 1182.74 420.35 5075.67 1660.84 internal_count=911180 409766 258652 501414 466134 179073 79579 45436 399617 358286 353847 151114 33666 227721 35280 144838 217391 114678 117448 9791 116173 34321 18038 29736 107657 15076 13340 4439 126126 38217 is_linear=0 shrinkage=0.01 Tree=184 num_leaves=31 num_cat=0 split_feature=11 10 1 1 1 6 10 10 1 2 6 10 2 6 6 10 10 6 10 0 1 2 0 1 0 2 2 2 2 6 split_gain=58671.7 28.4613 6.53084 6.22249 5.40205 3.0018 2.07021 2.00657 0.937714 0.877294 0.775081 0.712954 0.703299 0.690786 0.595547 0.575666 0.54999 0.546826 0.354992 0.339114 0.315524 0.303246 0.301215 0.295097 0.279009 0.261986 0.240226 0.219477 0.259606 0.212481 threshold=1.0000000180025095e-35 3.3550000000000004 -32.499999999999993 -65.499999999999986 -59.499999999999993 12.500000000000002 1.0000000180025095e-35 6.0550000000000006 -65.499999999999986 0.055738304093567205 38.500000000000007 3.3950000000000005 0.76506899055918665 9.5000000000000018 3.5000000000000004 4.495000000000001 6.3250000000000011 1.5000000000000002 6.1150000000000011 1.0000000180025095e-35 -30.499999999999996 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.98936170212765973 0.79531763417305601 0.081725417439703116 4.5000000000000009 decision_type=2 10 8 8 10 2 10 10 10 2 2 10 2 2 2 10 10 2 10 2 10 2 2 8 2 2 2 2 2 2 left_child=11 2 6 5 7 9 13 8 15 -3 -9 23 16 -2 20 19 22 18 21 -5 -4 -6 -11 -1 -8 -10 -27 28 -7 -13 right_child=1 3 14 4 17 27 24 10 25 12 -12 29 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.010482333926814344 0.011876942080317372 0.012430460576856286 0.011594860328082613 0.012226127361549854 0.012493159090075551 0.013271577091574355 0.012687544219028703 0.011724466142966119 0.01243976285527729 0.013235572165328115 0.013887905286213861 -0.010410864713223562 0.01238061669378143 0.012480964744119423 0.011781137242576286 0.012456647575872537 0.012443660511127035 0.013174709598255856 0.012013051717693879 0.011856536748868624 0.012125423491970355 0.013029910910440907 0.012733496467661068 -0.010722359384186036 0.012350507716509454 0.013367059791138039 0.012233865488889457 0.012888384815874312 0.013735227612633105 -0.010347513349805841 leaf_weight=2068.9663306567818 1406.2323681116104 666.14512262493372 10699.087646052241 533.00759807229042 182.99142435193062 176.69082127511501 551.89404055476189 1202.6062073335052 75.550803482532501 571.66240733861923 16.791105732321739 8460.690022720024 215.07619245350361 218.79685400426388 2193.4492978751659 551.19451077282429 138.94872041046619 464.73265821486712 65.755088493227959 464.70283303409815 113.27431851625443 247.77794867753983 151.06918875873089 680.74334710463881 442.59768216311932 111.21697363257408 22.49029465764761 48.686216309666634 381.51976363360882 14146.563492808491 leaf_count=50890 10787 4401 90717 3701 1183 998 3468 9754 496 3247 92 233965 1441 1441 17289 3664 914 2677 482 3595 817 1452 943 12064 3002 621 158 295 2031 444595 internal_value=0 0.0119513 0.0117226 0.0125193 0.0122764 0.0129266 0.0121782 0.012066 0.0122822 0.0127157 0.0117543 -0.0103897 0.0128922 0.0119583 0.0116309 0.0121973 0.0130199 0.0129282 0.0126974 0.012054 0.0116004 0.0128019 0.0131306 -0.0105418 0.0125375 0.0129105 0.0131765 0.0135323 0.0135885 -0.0103712 internal_weight=0 21913.9 15625.3 6288.62 3938.82 2349.8 2619.52 2977.56 1758.16 1742.9 1219.4 25357 1076.76 1625.03 13005.8 1548.9 861.68 961.257 496.524 997.71 10812.4 430.769 722.732 2749.71 994.492 209.258 133.707 606.897 558.211 22607.3 internal_count=911180 169666 127521 42145 27875 14270 18698 22081 12235 10946 9846 741514 6545 12228 108823 10960 5104 5794 3117 7296 91534 2635 4190 62954 6470 1275 779 3324 3029 678560 is_linear=0 shrinkage=0.01 Tree=185 num_leaves=31 num_cat=0 split_feature=10 48 10 2 2 2 0 2 10 10 10 10 10 10 10 10 48 48 2 4 0 48 0 10 2 2 0 10 10 10 split_gain=21358.4 1512.15 863.642 647.569 669.955 587.804 436.795 292.535 279.61 300.318 272.403 215.267 208.066 246.368 203.983 185.526 180.243 134.557 125.339 116.313 115.73 101.327 93.0129 73.7478 73.3685 68.7997 66.5244 66.2618 64.4887 126.84 threshold=3.3550000000000004 1.0000000180025095e-35 3.3550000000000004 0.96213569039656011 0.091372912801484213 0.087337909992372217 1.0000000180025095e-35 0.028778467908902653 6.2150000000000007 4.3550000000000013 5.5950000000000006 4.5750000000000011 9.7700000000000014 8.1200000000000028 2.3350000000000004 7.0450000000000008 1.0000000180025095e-35 1.0000000180025095e-35 0.77442071785552036 27.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 8.2700000000000014 0.51630627437079057 0.034723896792862259 1.0000000180025095e-35 3.5950000000000002 7.035000000000001 6.9850000000000012 decision_type=10 2 8 2 2 2 2 2 10 10 10 10 10 10 10 10 2 2 2 10 2 2 2 10 2 2 2 10 10 10 left_child=1 14 20 4 5 7 8 19 9 16 -5 17 13 18 -1 -7 27 24 28 -2 -3 -14 25 -15 -8 -4 -21 -6 29 -10 right_child=3 2 22 10 6 15 11 -9 12 -11 -12 -13 21 23 -16 -17 -18 -19 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.011028998102308327 -0.004781701989124503 -0.0020986834539239007 0.010273200218667415 -0.0027457531427790938 0.0024512616782137141 -0.0081759592745795692 0.0068285886244447615 -0.0079343548435810065 -0.004086188709604058 -0.0079839650098021495 0.007353801953263365 -0.0046017671953388559 0.0051218516618468449 0.0098546540549528227 0.0083763904544142068 0.011326268023540005 -0.0067668173306225585 -0.0029562234184105991 0.0073806028514929612 0.00046066835385298225 0.0024490133099069767 -0.0099050013277711367 0.010088431016561759 0.00028364131661392199 -0.0055409298499802641 0.0047031068307944162 -0.0026152686649944757 -0.0028737266669637807 -0.0068780017268944525 0.0084235062387998313 leaf_weight=9121.6859860345721 1283.0563438627869 1593.9466888308525 294.17194380611181 541.01825958304107 314.22488128207624 56.297681601718068 406.38362595438957 1180.7972868308425 704.8303281404078 14546.329647960141 527.39205641299486 1460.9616905376315 48.544583305716515 185.60524874925613 4249.5658696778119 365.2713538389653 1392.5213249661028 335.50399393029511 93.534873530268669 1343.0444703027606 862.30817806720734 593.34727440774441 1116.8742074891925 142.17660996690392 54.366744983941317 900.71106281876564 1475.6513312477618 911.67745377682149 658.14420456066728 91.583303958177567 leaf_count=80300 30083 30967 2594 10339 4633 1502 4535 34612 16919 418109 5487 33832 658 1693 42254 3285 37382 6794 1059 22245 11917 19736 9665 2790 1140 10704 27746 18648 18609 943 internal_value=0 0.00846183 0.00362674 -0.00539943 -0.00569468 -0.00264155 -0.00648846 -0.0035484 -0.00696629 -0.00742277 0.00223962 -0.00232191 -0.00385423 -0.00217263 0.010186 0.00872188 -0.00430511 0.00186116 -0.0038402 -0.00228578 -0.000502141 -0.00876856 0.0080137 0.00570319 0.00536903 0.00607443 -0.00114965 -0.00150882 -0.00456175 -0.00264764 internal_weight=0 18139.3 4768.01 28712.3 27643.9 5704.12 21939.7 5282.55 19682.5 17164.8 1068.41 2257.22 2517.77 1875.87 13371.3 421.569 2618.42 796.254 1548.09 4101.75 2456.25 641.892 2311.76 327.782 460.75 1194.88 2818.7 1225.9 1454.56 796.414 internal_count=911180 188401 65847 722779 706953 119473 587480 114686 541179 478772 15826 46301 62407 42013 122554 4787 60663 12469 37530 80074 42884 20394 22963 4483 5675 13298 49991 23281 36471 17862 is_linear=0 shrinkage=0.01 Tree=186 num_leaves=31 num_cat=0 split_feature=11 10 1 1 1 6 10 10 1 10 6 10 6 10 6 6 10 1 6 6 1 10 10 10 5 1 10 6 1 10 split_gain=57693.5 29.0608 6.46546 6.17065 5.38176 2.95225 2.08828 2.0546 0.928507 0.820705 0.762806 0.733197 0.670561 0.602563 0.569865 0.541391 0.34955 0.309956 0.309368 0.304465 0.300741 0.253058 0.222011 0.217464 0.216754 0.215536 0.20865 0.207429 0.206916 0.205878 threshold=1.0000000180025095e-35 3.3550000000000004 -32.499999999999993 -65.499999999999986 -59.499999999999993 12.500000000000002 1.0000000180025095e-35 6.0550000000000006 -65.499999999999986 6.285000000000001 38.500000000000007 3.3950000000000005 9.5000000000000018 4.495000000000001 3.5000000000000004 1.5000000000000002 6.1150000000000011 -30.499999999999996 3.5000000000000004 2.5000000000000004 -1.0000000180025095e-35 5.3350000000000009 2.5750000000000006 3.2950000000000004 1.5000000000000002 -371.49999999999994 9.0500000000000025 4.5000000000000009 -210.49999999999997 2.3350000000000004 decision_type=2 10 8 8 10 2 10 10 10 10 2 10 2 10 2 2 10 10 2 2 8 10 10 10 10 10 10 2 10 10 left_child=11 2 6 5 7 9 12 8 13 19 -9 20 -2 18 17 16 -6 29 -5 21 -1 -3 -8 -24 -15 -7 -11 -13 -23 -4 right_child=1 3 14 4 15 25 22 10 -10 26 -12 27 -14 24 -16 -17 -18 -19 -20 -21 -22 28 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010478463775336096 0.011840357759335337 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289.00227253139019 679.56095660477877 113.20058977603912 490.31653261184692 116.78205919265747 137.09284707903862 569.46476782858372 7.2688602209091178 13917.825820438564 308.51953956484795 2474.8878939375281 leaf_count=50890 10787 4363 70062 5424 2635 215 2596 9754 1275 2118 92 233965 1441 2809 17289 2677 482 817 1872 1694 12064 684 3066 808 855 3109 38 444595 2049 20655 internal_value=0 0.0119217 0.0116882 0.0124971 0.0122539 0.0129035 0.0121439 0.0120425 0.0122616 0.0126936 0.0117246 -0.0103842 0.0119212 0.0121768 0.0115961 0.0129057 0.0126754 0.011566 0.0120293 0.012795 -0.0105389 0.0127212 0.0125059 0.0126245 0.0124424 0.0135053 0.0122264 -0.0103652 0.012527 0.0115604 internal_weight=0 21636.3 15392.1 6244.18 3906.55 2337.63 2589.89 2949.94 1746.38 1733.35 1203.55 24986.2 1603.26 1538.14 12802.2 956.612 493.899 10641.3 988.988 1424.42 2731.41 1135.42 986.632 607.099 549.156 604.286 308.928 22254.8 421.72 10529.4 internal_count=911180 169666 127521 42145 27875 14270 18698 22081 12235 10946 9846 741514 12228 10960 108823 5794 3117 91534 7296 8790 62954 7096 6470 3874 3664 3324 2156 678560 2733 90717 is_linear=0 shrinkage=0.01 Tree=187 num_leaves=31 num_cat=0 split_feature=11 10 1 1 1 6 10 10 1 2 6 10 2 6 10 6 10 6 10 2 1 6 1 2 2 2 2 2 10 2 split_gain=57051.6 28.0795 6.25098 5.95223 5.19333 2.84405 2.01709 1.98571 0.896576 0.862549 0.736806 0.711163 0.697144 0.648123 0.582379 0.550761 0.534954 0.522025 0.337311 0.29986 0.299858 0.298664 0.291601 0.256275 0.239446 0.231568 0.217679 0.252346 0.208613 0.201284 threshold=1.0000000180025095e-35 3.3550000000000004 -32.499999999999993 -65.499999999999986 -59.499999999999993 12.500000000000002 1.0000000180025095e-35 6.0550000000000006 -65.499999999999986 0.055738304093567205 38.500000000000007 3.3950000000000005 0.76506899055918665 9.5000000000000018 4.495000000000001 3.5000000000000004 6.3250000000000011 1.5000000000000002 6.1150000000000011 1.0000000180025095e-35 -30.499999999999996 3.5000000000000004 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0.0122348 0.0126607 0.0117047 -0.0103803 0.0128366 0.0118987 0.0121511 0.0115777 0.0129641 0.0128696 0.0126427 0.012745 0.011548 0.0120055 -0.0105333 0.0128528 0.0124756 0.013117 0.0134601 0.0135162 0.0125764 0.0124132 internal_weight=0 21461.2 15264.2 6196.92 3876.11 2320.82 2569.46 2926.37 1732.78 1720.54 1193.59 24747 1063.9 1590.29 1526.05 12694.8 852.333 949.732 490.245 425.464 10551.7 981.081 2705.65 206.732 979.172 132.274 600.273 552.401 691.804 544.965 internal_count=911180 169666 127521 42145 27875 14270 18698 22081 12235 10946 9846 741514 6545 12228 10960 108823 5104 5794 3117 2635 91534 7296 62954 1275 6470 779 3324 3029 4469 3664 is_linear=0 shrinkage=0.01 Tree=188 num_leaves=31 num_cat=0 split_feature=11 48 3 29 19 0 2 5 3 2 3 2 3 5 3 2 3 5 0 3 3 5 2 2 2 3 2 5 2 2 split_gain=56417.7 19.9434 3.57089 3.10132 2.71045 1.83077 3.37781 2.6288 1.02147 0.69926 0.491572 0.445131 0.348307 0.345037 0.319052 0.269064 0.251739 0.215848 0.196736 0.18173 0.392744 0.178127 0.188763 0.158248 0.152488 0.148081 0.146365 0.133752 0.126662 0.122215 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.091229193341869366 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.091372912801484213 1.5000000000000002 0.50155279503105599 1.0000000180025095e-35 0.90943267259056748 0.028778467908902653 0.76506899055918665 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 0.25108695652173912 1.5000000000000002 1.0000000180025095e-35 0.49341991341991348 0.33477011494252878 5.5000000000000009 0.77442071785552036 0.23845060412224586 0.78596059113300509 0.20112359550561798 0.27207792207792209 4.5000000000000009 0.012270400481782552 0.98936170212765973 decision_type=2 2 2 2 2 2 2 8 2 2 2 2 2 10 2 2 2 10 2 2 2 10 2 2 2 2 2 10 2 2 left_child=14 3 13 4 8 6 7 9 19 -4 -9 -5 21 -3 -1 -12 -6 -7 -10 20 -2 22 -8 -19 -24 -13 -25 -22 -18 -15 right_child=1 2 5 11 16 17 12 10 18 -11 15 25 -14 29 -16 -17 28 23 -20 -21 27 -23 24 26 -26 -27 -28 -29 -30 -31 leaf_value=-0.010483346567238278 0.011570785245850534 0.012028993412256342 0.012414343856950566 0.012156771476766994 0.012370294833730403 0.012254977323698742 0.012800087820869459 0.011457810812409285 0.011795731573713317 0.013262171949678879 0.011894524194742857 0.012327909767966147 0.013131047472362593 0.012127227230805115 -0.010364210673357284 0.012794130578556249 0.012181082474210334 0.012419956568797479 0.011634258920432697 0.01151386721303376 0.011775990797601776 0.01212782107526748 0.011895749985009687 0.011663406219017876 0.012641780730938936 0.013076041036762099 0.012059089909234154 0.012801964203629692 0.013200023958406431 0.011519958692487554 leaf_weight=2503.6344088409096 5336.7050080895424 1894.4143935590982 261.75604166835546 109.33003420382738 84.36249628663063 822.93271861970425 1908.3811344504356 355.05361225455999 3267.9058594182134 154.81642764061689 207.39079208672047 31.593976005911827 291.5385901927948 39.910507090389729 22006.273561732844 39.594228506088257 13.781464152038096 71.163216859102249 981.06901095062494 3418.1081827506423 956.09355933964252 43.374286726117134 40.660113610327244 151.3860450014472 84.000601209700108 162.7249540835619 244.41933819651604 12.877744510769842 106.29215152561665 195.37709104269743 leaf_count=62253 46181 14151 1758 787 566 5826 11915 3204 26017 878 1603 214 1729 288 679261 245 95 487 8283 30241 7628 311 310 1244 545 961 1793 82 611 1713 internal_value=0 0.0118771 0.0123236 0.0116672 0.0116458 0.0124781 0.0126002 0.0121187 0.0116291 0.0127294 0.0116961 0.0126672 0.0128074 0.0119841 -0.0103764 0.0120387 0.0127889 0.0121575 0.0117584 0.0115726 0.0116044 0.0127619 0.0127755 0.0119858 0.0123985 0.0129544 0.0119078 0.0117896 0.0130831 0.011623 internal_weight=0 21287 6806.17 14480.8 14177.2 4676.47 3386.57 1018.61 13972.8 416.572 602.039 303.649 2367.95 2129.7 24509.9 246.985 204.436 1289.9 4248.97 9723.78 6305.68 2076.42 2033.04 466.969 124.661 194.319 395.805 968.971 120.074 235.288 internal_count=911180 169666 48000 121666 119704 31848 22498 7688 118432 2636 5052 1962 14810 16152 741514 1848 1272 9350 34300 84132 53891 13081 12770 3524 855 1175 3037 7710 706 2001 is_linear=0 shrinkage=0.01 Tree=189 num_leaves=31 num_cat=0 split_feature=11 1 3 3 0 3 2 3 1 2 1 3 3 3 1 1 1 0 3 2 2 3 2 1 1 1 2 1 0 1 split_gain=55791.9 25.229 3.8052 2.13741 3.67352 2.13865 1.39647 0.909938 0.509513 0.384487 0.449973 0.30951 0.23784 0.237156 0.220445 0.209032 0.184267 0.166622 0.161555 0.201786 0.15249 0.347877 0.140285 0.309279 0.17325 0.139437 0.133814 0.12209 0.1038 0.101992 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.091229193341869366 0.90501253132832093 1.0000000180025095e-35 0.90943267259056748 1.0000000180025095e-35 0.50155279503105599 -67.499999999999986 0.77442071785552036 -68.499999999999986 1.0000000180025095e-35 0.55329477380706471 0.78598691384950936 -75.499999999999986 -1.0000000180025095e-35 -60.499999999999993 1.0000000180025095e-35 0.74478940512375169 0.23271742593182543 0.50144508670520238 0.33477011494252878 0.96213569039656011 -31.499999999999996 -30.499999999999996 -65.499999999999986 0.64126753749395271 -59.499999999999993 1.0000000180025095e-35 -375.49999999999994 decision_type=2 8 2 2 2 2 2 2 10 2 10 2 2 2 10 8 10 2 2 2 2 2 2 10 10 10 2 10 2 10 left_child=11 2 8 4 9 25 -7 20 -2 10 13 -1 16 29 -8 -13 -12 -9 26 -20 -3 -22 23 28 -25 -5 -6 -24 -10 -4 right_child=1 7 3 5 18 6 14 17 22 -11 12 15 -14 -15 -16 -17 -18 -19 19 -21 21 -23 27 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.010478382221034518 0.012177176171925982 0.011513711929117779 0.013752679116365017 0.013006330280653192 0.012247155491266586 0.012165530267934876 0.012667307607781024 0.011759881490085564 0.012320086480854005 0.012347724321346832 0.012305358371314679 -0.01034435435082264 0.012821292422377036 0.01333699113926619 0.013341457481286912 -0.010419954747708052 0.01268086436710787 0.011609879394681359 0.012367481894446511 0.011693666144301769 0.011543017184804678 0.011761668100192541 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0.0123785 0.0116016 0.0119853 0.0127981 0.0128299 -0.0103725 0.0126861 0.0129547 0.0130956 -0.0103605 0.0125351 0.0117251 0.0121263 0.0118824 0.0115479 0.0115946 0.0118683 0.0119605 0.0116771 0.0114672 0.012183 0.0117603 0.012104 0.0129085 internal_weight=0 21113.6 7395.21 5125.77 3852.84 1272.93 914.461 13718.4 2269.44 2684.92 2507.89 24275 1164.75 1343.14 209.36 21795.1 550.188 4156.48 1167.92 220.385 9561.96 4038.83 1409.97 760.486 255.666 358.466 947.539 649.482 504.82 1198.38 internal_count=911180 169666 52142 34916 25365 9551 6307 117524 17226 16818 15603 741514 7438 8165 1227 679261 3606 33936 8547 1731 83588 34680 11101 5805 2137 3244 6816 5296 3668 7338 is_linear=0 shrinkage=0.01 Tree=190 num_leaves=31 num_cat=0 split_feature=11 48 29 4 39 14 4 4 48 4 29 4 4 34 4 4 4 37 4 4 4 4 4 4 4 4 4 4 4 4 split_gain=55173.8 18.6375 2.89825 0.459534 0.375045 0.216924 0.128367 0.125782 0.110294 0.0699932 0.0483835 0.039176 0.0316784 0.0263183 0.025684 0.0244219 0.0425911 0.0217829 0.0183203 0.0171001 0.0747046 0.0261712 0.0183039 0.0167187 0.029325 0.0140311 0.0126413 0.00939899 0.00889681 0.016689 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 19.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 29.500000000000004 20.500000000000004 1.0000000180025095e-35 42.000000000000007 1.0000000180025095e-35 5.5000000000000009 29.500000000000004 1.0000000180025095e-35 4.5000000000000009 24.500000000000004 27.500000000000004 1.0000000180025095e-35 28.500000000000004 8.5000000000000018 6.5000000000000009 10.500000000000002 4.5000000000000009 25.500000000000004 28.500000000000004 21.500000000000004 28.500000000000004 7.5000000000000009 17.500000000000004 7.5000000000000009 decision_type=2 2 2 8 2 2 8 10 2 10 2 10 8 2 10 10 10 2 10 10 10 10 10 10 10 8 10 10 10 10 left_child=8 2 4 19 5 6 11 -5 10 23 25 14 15 18 -2 28 -17 -8 -13 20 22 -21 -3 -9 -25 -1 -10 -22 29 -4 right_child=1 3 12 7 -6 -7 17 9 26 -11 -12 13 -14 -15 -16 16 -18 -19 -20 21 27 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340.13531900942326 26.589410193264484 62.571471318602562 2.5641676038503638 1814.3799741119146 89.430711604654789 53.529537215828896 558.6114571839571 115.38784246891737 494.61195979267359 4831.0078586339951 5873.590183224529 10480.839550163597 95.361249163746834 18.029938623309135 14.567051008343695 leaf_count=24527 857 886 43 791 385 268 76330 1440 181575 221 41555 23341 1096 20 3028 199 415 17 15458 636 416 4212 839 3435 34339 165352 328505 785 111 98 internal_value=0 0.0118339 0.0116293 0.0122688 0.0116084 0.011605 0.0116029 0.0123041 -0.0103687 0.0122971 -0.0103991 0.0116431 0.0126031 0.0116518 0.0115534 0.0124847 0.012393 0.0115799 0.0116512 0.0120744 0.0120213 0.0121057 0.0121333 0.0122997 0.012303 -0.0104099 -0.0103536 0.0118464 0.0126914 0.0125543 internal_weight=0 20941.3 14240.3 6700.96 13941.1 13883 13844.5 5671.64 24042.3 5551.55 7977.78 5042.28 299.169 4598.9 443.375 128.74 89.1609 8802.27 4595.84 1029.32 381.281 648.042 232.391 5523.68 5325.62 6685.47 16064.5 148.891 39.5794 21.5495 internal_count=911180 169666 121666 48000 119704 119319 119051 40226 741514 39435 231434 42704 1962 38819 3885 866 614 76347 38799 7774 2926 4848 1725 39214 37774 189879 510080 1201 252 141 is_linear=0 shrinkage=0.01 Tree=191 num_leaves=31 num_cat=0 split_feature=11 48 6 19 6 3 6 2 0 2 3 5 6 6 0 6 5 5 3 3 6 5 5 2 5 39 6 2 3 2 split_gain=54563.6 18.0342 5.31393 2.36909 1.80247 1.6618 1.87727 1.43979 1.16024 0.844571 0.454951 0.447651 0.407145 0.361147 0.30969 0.320395 0.290728 0.274049 0.259521 0.227955 0.218962 0.184719 0.163865 0.159131 0.157473 0.155304 0.143409 0.139943 0.127715 0.126374 threshold=1.0000000180025095e-35 1.0000000180025095e-35 30.500000000000004 1.0000000180025095e-35 7.5000000000000009 0.091229193341869366 2.5000000000000004 0.091372912801484213 1.0000000180025095e-35 0.087337909992372217 0.50952467343976793 5.5000000000000009 29.500000000000004 4.5000000000000009 1.0000000180025095e-35 25.500000000000004 2.5000000000000004 1.5000000000000002 0.37341365461847392 0.25108695652173912 1.5000000000000002 1.5000000000000002 1.5000000000000002 0.32087118565105982 1.5000000000000002 1.0000000180025095e-35 16.500000000000004 0.93235294117647072 0.74213338610726309 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 10 10 2 2 2 10 10 2 8 2 2 2 2 2 left_child=13 3 5 4 10 12 7 9 18 24 -2 14 20 -1 15 29 28 -6 -9 -5 -3 -10 -17 -19 -7 -12 -21 -22 -4 -8 right_child=1 2 16 19 17 6 11 8 21 -11 25 -13 -14 -15 -16 22 -18 23 -20 26 27 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010412869229205746 0.01151195565107126 0.01190500366326238 0.012858208222986429 0.012287852546553846 0.011817942912780526 0.012206878867543056 0.012488060239478814 0.012255020491083669 0.012119633286389693 0.011404517096628826 0.011651005104573632 0.01186866393164091 0.011465442853592696 -0.010333294121738871 0.012290550677221429 0.012746632332394311 0.013640426493693006 0.012456176290006615 0.012611149253438573 0.012759810592019517 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0.0122423 0.0116107 0.0115951 0.0121363 0.0122609 0.0121274 0.0122791 0.0117858 0.011547 0.0126333 0.0119075 -0.0103649 0.0126921 0.0127755 0.0129965 0.0118638 0.0125114 0.012691 0.0119523 0.0120195 0.0123308 0.0121459 0.012045 0.0116571 0.0129735 0.0122003 0.0129414 0.0128695 internal_weight=0 20769.6 6648.57 14121.1 13921 5829.43 3774.48 2778.24 1923.85 854.395 11804.2 996.239 2054.95 23811.7 925.143 766.093 819.141 2116.79 1015.04 200.117 1865.78 908.804 133.756 296.301 508.536 2846.79 117.651 298.925 754.556 632.337 internal_count=911180 169666 48000 121666 120394 43059 27061 20600 13599 7001 103754 6461 15998 741514 5914 4811 4941 16640 6731 1272 14294 6868 915 2171 3795 23968 706 2140 4590 3896 is_linear=0 shrinkage=0.01 Tree=192 num_leaves=31 num_cat=0 split_feature=1 6 6 2 2 5 0 3 2 3 2 3 6 3 0 1 6 5 0 5 1 6 6 1 1 1 2 1 5 1 split_gain=9463.22 2370.42 1908.32 653.609 491.43 390.918 334.315 376.384 239.703 236.911 193.82 132.951 132.009 122.215 115.278 94.3024 88.4409 87.4949 84.0944 83.3311 81.4057 72.7358 66.4382 94.3734 199.973 66.1725 64.7701 58.5341 56.93 53.7643 threshold=-1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 0.98936170212765973 0.091372912801484213 1.5000000000000002 1.0000000180025095e-35 0.22271825396825398 0.087337909992372217 0.51234756097560985 0.019324122479462254 0.49341991341991348 1.5000000000000002 0.25108695652173912 1.0000000180025095e-35 -144.49999999999997 8.5000000000000018 3.5000000000000004 1.0000000180025095e-35 5.5000000000000009 -9.4999999999999982 353.50000000000006 33.500000000000007 -66.499999999999986 -60.499999999999993 -24.499999999999996 1.0000000180025095e-35 -97.499999999999986 2.5000000000000004 -32.499999999999993 decision_type=8 2 2 2 2 10 2 2 2 2 2 2 2 2 2 10 2 10 2 10 10 2 2 10 10 10 2 10 10 10 left_child=1 4 9 10 8 21 7 -6 12 11 15 13 18 -2 22 -3 -7 -11 26 -5 29 -4 23 -12 -25 -16 -1 -14 -15 -8 right_child=2 3 5 19 6 16 20 -9 -10 17 14 -13 27 28 25 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 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1477.4095085039735 560.72409105859697 584.40677977912128 1143.0109328813851 117.94224304892123 1802.2351891566068 201.43298073858023 74.700294343754649 197.7664237767458 7648.4279748089612 416.68685890547931 1175.6513971835375 123.01577024906874 107.41255662031472 164.68656800501049 95.029017454013228 293.08585738949478 leaf_count=12380 54985 10130 60808 4322 11502 4407 29636 104531 3689 46426 108991 35749 6599 20233 12395 10964 30660 2633 30203 1907 2390 4890 243517 7883 33956 4222 2417 2873 2040 3842 internal_value=0 -0.00397328 0.00540268 -0.00654719 -0.000377707 0.000208937 -0.00192568 -0.00334518 0.00259322 0.00738136 -0.00692637 0.00817291 0.00174754 0.00731952 -0.00723243 -0.00254465 -0.00433745 0.00515548 0.00247969 0.00500044 0.00142671 0.00188741 -0.00744572 -0.00657089 -0.00454511 -0.00323161 0.00464786 -0.00371606 0.00489655 0.0018067 internal_weight=0 25613.2 18569.2 14927.3 10685.8 5122.78 7025.34 4935.5 3660.48 13446.5 14452.8 9919.14 3300.07 6427.03 13509.2 943.599 1381.31 3527.32 2910.1 474.571 2089.84 3741.47 12825.4 5177 1592.34 683.74 1107.86 389.968 1572.44 2015.14 internal_count=911180 648349 262831 438287 210062 100765 151901 116033 58161 162066 432058 113007 54472 77258 410964 21094 35067 49059 45000 6229 35868 65698 394347 150830 41839 16617 14797 9472 22273 33478 is_linear=0 shrinkage=0.01 Tree=193 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 12 12 48 48 48 48 48 5 5 29 5 5 12 48 12 12 29 12 2 5 2 2 29 2 39 split_gain=41098.7 1106.03 1055.88 105.532 98.0948 81.7633 65.3508 55.5187 50.2744 41.5392 31.2354 14.9556 14.9208 14.0727 12.1951 12.0085 11.4783 10.5449 10.507 9.67475 9.36394 9.30312 9.06241 8.5923 8.33494 8.13914 9.32072 7.66086 5.82969 5.06625 threshold=0.068259380757808671 0.8784809708595277 0.00099748477805400022 0.3781151175498963 0.0089773964136838514 6.4727209974080338e-05 0.99766892194747936 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 0.65440738201141369 1.0000000180025095e-35 0.97252115607261669 0.00017857718921725002 1.0000000180025095e-35 5.1029428504989491e-06 0.12560679611650488 1.5000000000000002 0.49184758529020828 0.019324122479462254 1.0000000180025095e-35 0.17677696078431374 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 10 10 2 10 10 2 2 2 2 2 2 2 10 2 2 2 2 2 left_child=2 3 5 7 9 22 18 14 21 27 17 -7 28 23 16 -9 25 -5 19 -3 -13 -6 -1 -11 -12 26 -2 -4 -10 -28 right_child=1 6 4 10 8 11 -8 15 12 13 24 20 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=-0.01022830305138003 0.0012921884015700672 0.0073901189359686517 -0.0079121503549077297 0.0030102158372826561 -0.0044503173670152312 -0.0092587813377167719 0.0114266185247573 0.0048262176370276128 0.0022158902264262158 -0.0014913127817237325 0.0081135138516191425 -0.0085699680383868899 -0.0019995657122591896 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3132 11410 3000 8951 25528 138797 5734 2582 3508 4981 20937 4671 8537 682 2690 835 2971 8172 5121 27343 901 111642 11312 2080 2671 2613 1675 5580 35 internal_value=0 0.0102991 -0.00906589 0.00439563 -0.00350052 -0.00987342 0.0112112 0.0023796 -0.00151224 -0.00515776 0.0062999 -0.00823005 -5.82352e-06 -0.00403655 -7.91209e-05 0.00407066 -0.000617654 0.0044738 0.00950656 0.00872832 -0.007679 -0.00397824 -0.0101159 -0.00325146 0.0075099 -0.000145169 -0.00139779 -0.00743952 0.000884966 -0.00285236 internal_weight=0 20542 23494.2 2748.91 2977.03 20517.1 17793.1 1335.27 1353.34 1623.68 1413.63 2638.23 840.13 1088.71 544.131 791.142 481.787 563.386 1996.71 928.29 1717.97 513.215 17878.9 737.186 850.248 440.509 238.214 534.973 580.684 154.611 internal_count=911180 184540 726640 29318 59127 667513 155222 16286 22685 36442 13032 73808 12833 23357 7862 8424 7180 5971 16425 8253 48280 9852 593705 14820 7061 6345 3674 13085 8162 2648 is_linear=0 shrinkage=0.01 Tree=194 num_leaves=31 num_cat=0 split_feature=11 12 12 10 12 10 12 10 12 12 10 12 2 12 3 2 12 10 12 10 5 12 2 10 3 10 3 10 10 2 split_gain=53280.3 63.9304 7.73802 6.57403 3.12674 2.59541 2.13706 1.69303 0.987804 0.88807 0.619764 0.539819 0.371632 0.369701 0.347651 0.344594 0.325132 0.260039 0.221378 0.213202 0.190675 0.188998 0.185364 0.17799 0.177224 0.172758 0.163303 0.161552 0.157993 0.152829 threshold=1.0000000180025095e-35 0.3781151175498963 0.0089773964136838514 3.2950000000000004 0.98755538463592529 2.6750000000000003 0.068259380757808671 2.6750000000000003 0.068259380757808671 0.97252115607261669 7.0450000000000008 0.00099748477805400022 0.012270400481782552 0.78322452306747448 0.50155279503105599 0.034723896792862259 0.8784809708595277 3.3250000000000006 0.00048551171494175006 2.5750000000000006 1.5000000000000002 0.068259380757808671 0.019324122479462254 4.495000000000001 1.0000000180025095e-35 3.2050000000000005 0.22271825396825398 3.3550000000000004 3.3950000000000005 0.019324122479462254 decision_type=2 2 2 10 2 10 2 10 2 2 10 2 2 2 2 2 2 10 2 10 10 2 2 10 2 10 2 10 10 2 left_child=6 2 7 9 13 21 17 18 15 19 23 24 -10 22 -11 -7 25 -1 -2 -3 -12 -4 -5 -6 -9 -8 -25 -17 -14 -13 right_child=1 3 5 4 10 8 16 11 12 14 20 29 28 -15 -16 27 -18 -19 -20 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31 leaf_value=-0.010440615082921956 0.013973298963755378 0.011703567833028243 0.012545498240366562 0.012288690941698772 0.011744405738201322 0.013189082776199786 -0.010928957269798437 0.014250238213201828 0.012594266688395559 0.011425426086429869 0.011932800801340345 0.013814113663090972 0.012778635728712065 0.012215662019476645 0.01154060693172086 0.013339724207758077 -0.01105884729738567 -0.010324200212557786 0.013208280940466196 0.012074675064529916 0.011493361422280591 0.01206058452536847 0.012724430720323799 0.011763446343125556 0.014964605115674035 -0.010603204080961539 0.011979070137940917 0.013978734922001031 0.013278499387372333 0.014381069900457294 leaf_weight=2123.0140273943543 55.241923213005066 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0.0131752 0.0142398 internal_weight=0 20387.2 1976.05 18411.2 4903.14 1250.09 23313.2 725.961 915.124 13508 3707.62 550.737 539.764 1195.52 12785 375.36 1245.87 22067.3 175.224 723.077 966.059 334.964 440.805 2741.56 296.567 962.54 1584.5 270.966 385.611 254.17 internal_count=911180 169666 10815 158851 37508 7300 741514 3515 5013 121343 29612 2578 3082 7896 115692 1931 21164 720350 937 5651 8485 2287 2746 21127 1354 17675 11888 1359 2133 1224 is_linear=0 shrinkage=0.01 Tree=195 num_leaves=31 num_cat=0 split_feature=11 10 48 6 10 48 10 2 10 48 10 10 6 2 10 6 10 48 2 0 10 0 2 10 10 10 10 3 10 6 split_gain=52691.8 23.6994 4.39203 4.2662 4.02896 2.2857 2.21021 1.11232 1.09705 1.06769 1.03709 0.608096 0.587124 0.57719 0.552855 0.53716 0.429491 0.34594 0.317147 0.280879 0.260079 0.243164 0.228319 0.209896 0.209582 0.327561 0.19053 0.185748 0.18517 0.179533 threshold=1.0000000180025095e-35 3.3550000000000004 1.0000000180025095e-35 30.500000000000004 6.1150000000000011 1.0000000180025095e-35 3.3550000000000004 0.055738304093567205 4.995000000000001 1.0000000180025095e-35 8.8850000000000016 3.3950000000000005 9.5000000000000018 0.7003401360544218 7.0450000000000008 3.5000000000000004 4.2650000000000006 1.0000000180025095e-35 0.77442071785552036 1.0000000180025095e-35 2.5750000000000006 1.0000000180025095e-35 0.055738304093567205 5.955000000000001 7.0550000000000006 8.1200000000000028 2.2250000000000005 0.11180555555555556 4.535000000000001 4.5000000000000009 decision_type=2 10 2 2 10 2 8 2 10 2 10 10 2 2 10 2 10 2 2 2 10 2 2 10 10 10 10 2 10 2 left_child=11 2 15 4 5 8 20 -7 19 16 14 -1 -8 21 18 26 -5 -12 -6 -3 -4 -9 -10 -11 -16 -26 -2 -22 -21 -13 right_child=1 3 6 9 10 7 12 13 22 23 17 29 -14 -15 24 -17 -18 -19 -20 28 27 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.010500494239542222 0.011391418621731295 0.012084682055718374 0.012081164622364492 0.012152098324154875 0.012119291286634342 0.012295082248693507 0.01161955513975526 0.01299566256002266 0.012229659417603726 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112.43876627832651 12819.219009371474 leaf_count=62954 66327 4862 3178 1214 2619 5124 13638 4221 724 1678 304 233965 1252 1848 3195 17333 912 383 1473 3692 1212 1354 1275 1303 865 4290 21925 2656 809 444595 internal_value=0 0.0117544 0.0115352 0.012289 0.0121794 0.0123702 0.0118915 0.0125979 0.0120807 0.0129509 0.0117609 -0.0103545 0.0116799 0.0127873 0.0116922 0.0114492 0.0124951 0.0127159 0.0119501 0.0119453 0.0122662 0.0129072 0.0126117 0.0132313 0.0115467 0.011657 0.0114177 0.0124059 0.0117796 -0.0103364 internal_weight=0 20219.8 14338.1 5881.62 5046.17 3466.06 2787.31 1939.88 1526.18 835.458 1580.11 23089.4 1781.5 1193.69 1474.03 11550.8 318.224 106.078 531.51 1216.23 1005.81 920.164 309.948 517.234 942.52 609.4 9522.54 573.076 555.648 20551.1 internal_count=911180 169666 127521 42145 37038 23909 21936 12547 11362 5107 13129 741514 14890 7423 12442 105585 2126 687 4092 9363 7046 5575 1999 2981 8350 5155 88252 3868 4501 678560 is_linear=0 shrinkage=0.01 Tree=196 num_leaves=31 num_cat=0 split_feature=11 12 12 10 12 10 12 10 1 12 10 12 10 1 6 2 2 12 12 10 6 10 12 6 10 12 12 10 6 10 split_gain=52111.1 59.7148 7.19962 6.11739 2.91227 2.4088 2.01182 1.5635 1.17514 0.918903 0.575516 0.50078 0.389165 0.366321 0.35975 0.345067 0.319434 0.305865 0.263163 0.244428 0.217628 0.211149 0.206284 0.18335 0.181431 0.176691 0.17082 0.167228 0.163547 0.162348 threshold=1.0000000180025095e-35 0.3781151175498963 0.0089773964136838514 3.2950000000000004 0.98755538463592529 2.6750000000000003 0.068259380757808671 2.6750000000000003 -32.499999999999993 0.068259380757808671 7.0450000000000008 0.00099748477805400022 3.2950000000000004 -2.4999999999999996 3.5000000000000004 0.012270400481782552 0.034723896792862259 0.8784809708595277 0.78322452306747448 3.3250000000000006 30.500000000000004 3.8350000000000004 0.00048551171494175006 4.5000000000000009 4.495000000000001 0.068259380757808671 0.8784809708595277 6.1150000000000011 4.5000000000000009 3.2050000000000005 decision_type=2 2 2 10 2 10 2 10 8 2 10 2 8 8 2 2 2 2 2 10 2 10 2 2 10 2 2 10 2 10 left_child=6 2 7 8 13 25 19 22 12 16 23 28 -3 18 26 -11 -7 29 -5 -1 -12 -15 -2 24 -6 -4 -10 -26 -9 -8 right_child=1 3 5 4 10 9 17 11 14 15 20 -13 -14 21 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31 leaf_value=-0.010431532532156356 0.013872639724070457 0.0118795802940202 0.012484912255633347 0.01243926127543335 0.011630863777844103 0.013108945259810927 -0.010909420602301208 0.014480759881672956 0.011680196224511755 0.012530814598020806 0.01147148863565073 0.014127639143378078 0.011574040455165278 0.012220086990812142 0.011531442509979282 0.013094617620650019 0.013764224886332556 -0.011036647676463609 0.012112584360518151 -0.010317576780037007 0.012122887132879763 0.013114943566770716 0.013129776900913541 0.011919965109032305 0.011906541085628934 0.012012518932711679 0.011375055984339542 0.011622621348959852 0.014954122226322813 -0.010590779634267262 leaf_weight=2082.6497112773359 54.620954990386963 628.38654937595129 131.97666193544865 391.34925021231174 835.7928005233407 103.01286762952805 203.89123614877462 135.52916930615902 187.14561509341002 151.89865458011627 895.32864806801081 251.37577767670155 1238.4373491704464 39.428390480577946 1910.8787462338805 380.42886283993721 267.75534753501415 278.4438695423305 666.69598848372698 19561.529736051336 54.405320078134537 79.606135249137878 118.4311878234148 818.4723300114274 756.16268315166235 197.91887953132391 9313.7476253733039 285.88377179950476 158.17128126323223 741.06269817054272 leaf_count=55203 274 4758 844 2508 6978 572 2793 638 1535 949 8108 1224 10588 272 16663 2133 1359 3489 4669 665147 377 447 663 6110 5643 1443 87799 2396 716 14882 internal_value=0 0.0117342 0.0133964 0.0115551 0.0118601 0.0129328 -0.0103508 0.0141924 0.0114443 0.0132 0.0117205 0.0144553 0.0116769 0.0122926 0.0114062 0.0129337 0.0135822 -0.0107454 0.0122334 -0.0103285 0.0115088 0.0128185 0.0133642 0.0117951 0.0117406 0.0122015 0.0113811 0.0118286 0.0147357 -0.0106595 internal_weight=0 20052.8 1951.12 18101.7 4823.13 1232.99 22867.6 718.128 13278.6 903.096 3646.05 545.076 1866.82 1177.08 11411.8 532.328 370.768 1223.4 1058.05 21644.2 949.734 119.035 173.052 2696.31 1877.84 329.896 9500.89 1042.05 293.7 944.954 internal_count=911180 169666 10815 158851 37508 7300 741514 3515 121343 5013 29612 2578 15346 7896 105997 3082 1931 21164 7177 720350 8485 719 937 21127 15017 2287 89334 8039 1354 17675 is_linear=0 shrinkage=0.01 Tree=197 num_leaves=31 num_cat=0 split_feature=11 12 12 10 12 10 12 10 1 12 10 12 10 1 6 2 2 12 12 10 6 10 12 6 10 12 12 10 6 2 split_gain=51536.8 57.5747 6.914 5.90925 2.81033 2.31819 1.95018 1.49868 1.1355 0.88307 0.555615 0.479411 0.375835 0.353192 0.347689 0.332201 0.306913 0.296278 0.253747 0.23703 0.210075 0.203274 0.198087 0.177031 0.175139 0.170413 0.165105 0.161401 0.156372 0.151069 threshold=1.0000000180025095e-35 0.3781151175498963 0.0089773964136838514 3.2950000000000004 0.98755538463592529 2.6750000000000003 0.068259380757808671 2.6750000000000003 -32.499999999999993 0.068259380757808671 7.0450000000000008 0.00099748477805400022 3.2950000000000004 -2.4999999999999996 3.5000000000000004 0.012270400481782552 0.034723896792862259 0.78322452306747448 0.78322452306747448 3.3250000000000006 30.500000000000004 3.8350000000000004 0.00048551171494175006 4.5000000000000009 4.495000000000001 0.068259380757808671 0.8784809708595277 6.1150000000000011 4.5000000000000009 1.0000000180025095e-35 decision_type=2 2 2 10 2 10 2 10 8 2 10 2 8 8 2 2 2 2 2 10 2 10 2 2 10 2 2 10 2 2 left_child=6 2 7 8 13 25 19 22 12 16 23 28 -3 18 26 -11 -7 -8 29 -1 -12 -15 -2 24 -6 -4 -10 -26 -9 -5 right_child=1 3 5 4 10 9 17 11 14 15 20 -13 -14 21 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31 leaf_value=-0.010427077959292182 0.013819665792796103 0.011857458096019166 0.012454382793665182 0.012122417351664947 0.011612046843284405 0.013068576641185823 -0.010638114018358028 0.014416658355645656 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9233.6294174641371 283.4931907877326 157.36554875969887 263.71392239630222 leaf_count=55203 274 4758 844 866 6978 572 16570 638 1535 949 8108 1224 10588 272 16663 2133 1359 4594 4669 665147 377 447 663 6110 5643 1443 87799 2396 716 1642 internal_value=0 0.0117141 0.0133515 0.0115373 0.0118383 0.0128954 -0.0103472 0.0141336 0.0114279 0.0131582 0.0117005 0.0143916 0.0116575 0.0122647 0.0113903 0.0128963 0.0135341 -0.0107375 0.0122064 -0.0103252 0.0114916 0.012783 0.01332 0.0117741 0.0117203 0.012175 0.0113654 0.0118072 0.0146667 0.0124093 internal_weight=0 19887.3 1938.18 17949.2 4783.91 1224.25 22647.9 713.925 13165.3 896.931 3615.9 542.028 1851.31 1168 11314 528.554 368.377 1212.11 1049.83 21435.8 941.684 118.176 171.897 2674.22 1862.36 327.32 9419.22 1033.54 292.14 388.387 internal_count=911180 169666 10815 158851 37508 7300 741514 3515 121343 5013 29612 2578 15346 7896 105997 3082 1931 21164 7177 720350 8485 719 937 21127 15017 2287 89334 8039 1354 2508 is_linear=0 shrinkage=0.01 Tree=198 num_leaves=31 num_cat=0 split_feature=11 12 12 10 12 10 12 10 48 12 10 10 12 6 12 2 2 12 12 6 12 6 10 12 2 12 10 10 6 10 split_gain=50969.6 55.516 6.64064 5.70836 2.71195 2.23121 1.89067 1.43679 0.908913 0.848742 0.536434 0.460396 0.459042 0.352921 0.320949 0.319848 0.294924 0.286977 0.229987 0.202796 0.190241 0.17094 0.169075 0.164371 0.160622 0.158358 0.155788 0.152565 0.149544 0.139005 threshold=1.0000000180025095e-35 0.3781151175498963 0.0089773964136838514 3.2950000000000004 0.98755538463592529 2.6750000000000003 0.068259380757808671 2.6750000000000003 1.0000000180025095e-35 0.068259380757808671 7.0450000000000008 3.2950000000000004 0.00099748477805400022 3.5000000000000004 0.78322452306747448 0.012270400481782552 0.034723896792862259 0.8784809708595277 0.0011766494717448501 30.500000000000004 0.00048551171494175006 4.5000000000000009 4.495000000000001 0.068259380757808671 0.023937770392229853 0.8784809708595277 6.1150000000000011 3.2050000000000005 4.5000000000000009 3.3550000000000004 decision_type=2 2 2 10 2 10 2 10 2 2 10 8 2 2 2 2 2 2 2 2 2 2 10 2 2 2 10 10 2 10 left_child=6 2 7 8 14 23 18 20 13 16 21 -10 28 25 24 -11 -7 27 -1 -12 -2 22 -6 -4 -5 -3 -24 -8 -9 -18 right_child=1 3 5 4 10 9 17 12 11 15 19 -13 -14 -15 -16 -17 29 -19 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010311446686143748 0.013767612232883107 0.011642643265629042 0.012424299623909604 0.012181782028619824 0.011593476556741308 0.013028853370722132 -0.010890153669503529 0.014353749633541354 0.011827454777407174 0.012468493472708172 0.011438278456133648 0.011506025837907354 0.014013468454511886 0.011498749468372697 0.01210992749729334 0.013015316126911715 0.01316849533361561 -0.011014352972246988 -0.010426104357128438 0.012072106363554366 0.01304960324737618 0.011874921809455553 0.011861780151683472 0.011965124376622073 0.012592319742548857 0.011342189724580756 0.011585452038447779 -0.010578435274783707 0.014808843440760671 0.013769140680040681 leaf_weight=19305.546978974715 53.9457618445158 178.9883231446147 129.99128390848637 143.31648019701242 821.87167774140835 101.59066358208656 200.24882845953107 134.01508364081383 623.71142995357513 149.63131959736347 880.13521294295788 1560.6150959432125 248.39555431902409 1882.7272131592035 731.19290747493505 375.15647235512733 46.82106825709343 273.49039832130075 1923.7616281788796 53.551217906177044 116.79571211338043 805.29332417994738 743.97252714633942 194.7644090950489 284.45734576135874 8806.6461661234498 281.11741456389427 727.17688633874059 156.55259056389332 217.5713909715414 leaf_count=669003 274 1493 844 985 6978 572 2793 638 4816 949 8108 13784 1224 16686 5150 2133 259 3489 51347 377 663 6110 5643 1443 1761 84564 2396 14882 716 1100 internal_value=0 0.0116941 0.0133073 0.0115196 0.0118167 0.0128585 -0.0103437 0.0140759 0.0114117 0.0131172 0.0116808 0.0115978 0.0143291 0.0113743 0.0122372 0.0128594 0.0134868 -0.0107297 -0.0103218 0.0114746 0.0132765 0.0117533 0.0117003 0.0121489 0.0124548 0.0113482 0.011786 -0.0106457 0.0145989 0.0136628 internal_weight=0 19722.8 1925.23 17797.6 4744.91 1215.53 22430.2 709.705 13052.7 890.771 3585.94 2184.33 538.963 10868.4 1158.97 524.788 365.983 1200.92 21229.3 933.686 170.741 2652.25 1846.96 324.756 427.774 8985.63 1025.09 927.426 290.568 264.392 internal_count=911180 169666 10815 158851 37508 7300 741514 3515 121343 5013 29612 18600 2578 102743 7896 3082 1931 21164 720350 8485 937 21127 15017 2287 2746 86057 8039 17675 1354 1359 is_linear=0 shrinkage=0.01 Tree=199 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 1 12 12 6 6 6 6 6 6 12 12 12 6 1 12 2 1 12 1 1 2 2 1 2 2 split_gain=50409.2 53.5343 6.37915 5.25792 1.83279 1.47717 0.986465 0.795563 0.685246 0.546338 0.403929 0.368545 0.344066 0.342949 0.294648 0.278005 0.223024 0.195554 0.191925 0.191725 0.219428 0.173581 0.1732 0.172353 0.14016 0.134734 0.127172 0.123233 0.121669 0.106561 threshold=1.0000000180025095e-35 0.3781151175498963 0.0089773964136838514 0.98755538463592529 0.068259380757808671 -32.499999999999993 0.068259380757808671 0.00037353503284970005 6.5000000000000009 4.5000000000000009 4.5000000000000009 2.5000000000000004 3.5000000000000004 30.500000000000004 0.78322452306747448 0.78322452306747448 0.0011766494717448501 3.5000000000000004 -2.4999999999999996 0.99999827146530174 0.96213569039656011 -385.49999999999994 0.78322452306747448 -30.499999999999996 -65.499999999999986 0.023937770392229853 0.055738304093567205 -62.499999999999993 0.091372912801484213 0.087337909992372217 decision_type=2 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 10 2 8 8 2 2 10 2 2 left_child=4 2 7 9 16 13 12 17 -7 14 21 24 23 19 -3 -6 -1 -2 -16 20 -5 -8 -11 26 -9 -23 -4 -26 29 -21 right_child=1 3 6 5 15 8 10 11 -10 22 -12 -13 -14 -15 18 -17 -18 -19 -20 28 -22 25 -24 -25 27 -27 -28 -29 -30 -31 leaf_value=-0.010308255431849971 0.014154164124364287 0.012074577343431613 0.012779183834275083 0.011726079476313562 -0.010624794291054314 0.011356872516357483 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61.156820520758629 224.09993916749954 140.42524918913841 76.29448689520359 743.01883837580681 321.09171812236309 leaf_count=669003 593 3639 468 10467 16570 98471 927 526 16481 1366 1331 971 1018 2325 4479 4594 51347 670 2897 3374 3303 902 2541 521 355 1365 768 400 6315 3193 internal_value=0 0.0116745 0.0132638 0.0115023 -0.0103401 0.0114406 0.0128222 0.0140192 0.0113891 0.011985 0.0125847 0.0137573 0.0131664 0.011624 0.0118804 -0.010722 -0.0103185 0.0144498 0.0117741 0.0115922 0.0116655 0.0124216 0.0122461 0.0129549 0.0134949 0.0125335 0.0131004 0.0132855 0.0115081 0.0114142 internal_weight=0 19559.3 1912.29 17647 22214.6 15646.7 1206.82 705.47 12218.8 2000.29 714.229 438.69 492.594 3427.9 1427.86 1189.82 21024.8 266.779 922.818 3112.86 1663.14 485.595 572.433 300.234 241.091 359.491 219.334 137.451 1449.72 706.702 internal_count=911180 169666 10815 158851 741514 143929 7300 3515 114952 14922 4525 2252 2775 28977 11015 21164 720350 1263 7376 26652 13770 3194 3907 1757 1281 2267 1236 755 12882 6567 is_linear=0 shrinkage=0.01 Tree=200 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 12 12 5 5 12 3 12 3 12 12 12 12 5 3 5 3 3 5 12 3 5 5 12 3 3 split_gain=37979.1 1038.77 1005.74 96.5237 90.7711 79.6056 63.491 16.8307 14.8551 14.4219 13.1001 11.2151 10.1844 9.34805 8.93188 8.73738 7.12927 5.47848 5.4074 5.2071 5.19056 8.91597 5.00136 4.9 4.8968 4.17381 3.88141 3.75044 3.65749 3.5305 threshold=0.068259380757808671 0.8784809708595277 0.00099748477805400022 0.3781151175498963 0.0089773964136838514 6.4727209974080338e-05 0.99766892194747936 2.5000000000000004 1.5000000000000002 0.65440738201141369 0.091229193341869366 0.18897357583045957 0.86984754376058737 0.00025326936156485003 5.1029428504989491e-06 0.026551560498774003 0.97252115607261669 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 0.97156334231805941 0.50952467343976793 1.5000000000000002 0.99989646673202526 0.95867486338797814 2.5000000000000004 1.5000000000000002 0.0019640936516224501 0.96446608946608958 0.95030864197530873 decision_type=2 2 2 2 2 2 2 10 10 2 2 2 2 2 2 2 2 10 2 8 2 2 10 2 2 10 10 2 2 2 left_child=2 3 5 7 10 14 16 11 15 17 -4 20 22 -7 -1 29 -3 -5 -13 -11 21 -2 -12 -8 -20 -10 27 -14 -17 -6 right_child=1 6 4 9 8 13 23 -9 25 19 12 18 26 -15 -16 28 -18 -19 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010203771270753692 0.002530907562134959 0.0086213955738406092 -0.0030761334573272403 0.0053727461629936614 -0.0020055681353390461 -0.008728702269715654 0.01076865169510779 -0.0012450556518210085 -0.0023369215622163174 0.0076671414500979838 -0.0053860378517286258 0.0057118871749060607 -0.0050773698043316299 -0.0074953487537096665 -0.0096255630086665676 -6.4824939705033244e-05 0.0098711956191762703 0.0020863578044285529 0.0028115227420370779 0.0057101826704348546 0.0045811565812167564 -1.3503814100536947e-05 -0.0068131709364598596 0.011368543794544652 0.0060386721192151466 -0.0045042994533815951 -0.0058029795540414783 -0.0014843375963590965 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0.00936177 0.00508525 0.00380357 0.00716021 0.00181809 0.00152328 -0.00588751 0.0113074 0.00325224 -0.003143 -0.00337395 -0.00253098 0.00026087 -0.0017082 internal_weight=0 19385.1 22012.5 2614.05 2820.14 19192.4 16771 1270.22 1285.62 1343.82 1534.52 1151.17 1266.99 2478.41 16714 905.258 1890.22 635.434 513.957 708.391 637.212 575.779 1077.43 14880.8 398.753 380.365 189.558 140.721 423.093 482.165 internal_count=911180 184540 726640 29318 59127 667513 155222 16286 22685 13032 36442 14332 31611 73808 593705 14959 16425 6519 5838 6513 8494 7833 27529 138797 4754 7726 4082 2882 6433 8526 is_linear=0 shrinkage=0.01 Tree=201 num_leaves=31 num_cat=0 split_feature=12 12 12 1 1 12 12 12 12 12 12 1 6 1 3 3 6 12 0 12 6 6 12 12 3 12 6 3 3 6 split_gain=37510.5 1042.07 1008.24 104.806 96.2278 80.7981 80.6065 64.9837 49.5946 49.189 21.6064 16.5994 14.0275 13.5622 13.31 13.1554 12.6114 11.7375 11.6064 11.0232 10.7931 10.7648 10.2368 10.0266 9.92298 9.10984 8.12853 6.75545 6.46376 5.57143 threshold=0.068259380757808671 0.8784809708595277 0.00099748477805400022 -371.49999999999994 -390.49999999999994 6.4727209974080338e-05 0.0070173616986721008 0.99766892194747936 0.51461192965507518 0.3781151175498963 0.015218299813568552 -351.49999999999994 3.5000000000000004 -3.4999999999999996 0.50155279503105599 0.96784532671629464 105.50000000000001 0.18897357583045957 1.0000000180025095e-35 0.026551560498774003 3.5000000000000004 3.5000000000000004 0.97252115607261669 0.00017857718921725002 0.94754041967664271 5.1029428504989491e-06 1.0000000180025095e-35 0.25108695652173912 0.52283152627189333 63.500000000000007 decision_type=2 2 2 10 10 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 left_child=2 3 5 9 10 25 21 13 16 12 27 -7 14 -3 -2 19 17 -5 26 29 -12 -6 28 -13 -23 -1 -11 -4 -15 -8 right_child=1 7 4 8 6 11 15 -9 -10 18 20 23 -14 22 -16 -17 -18 -19 -20 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010199363073010727 0.0018437228179070046 0.009992230327013683 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internal_count=911180 184540 726640 29318 59127 667513 41406 155222 17662 11656 17721 73808 6616 16425 3741 17092 11700 10329 5040 15826 5785 24314 7109 53525 13856 593705 3571 11936 2626 10141 is_linear=0 shrinkage=0.01 Tree=202 num_leaves=31 num_cat=0 split_feature=10 1 6 10 1 10 1 10 1 2 1 6 10 10 1 1 0 0 2 6 5 1 6 2 0 1 1 3 1 1 split_gain=17631.7 1616.78 1026.71 685.947 948.774 567.332 487.478 364.796 280.388 275.242 233.163 162.553 157.558 140.676 129.839 121.36 99.4307 98.6525 90.8329 85.6957 79.4527 80.9179 78.5668 77.8098 57.5153 56.6459 60.5798 53.2193 49.7962 48.4322 threshold=3.3550000000000004 -32.499999999999993 30.500000000000004 6.1150000000000011 -70.499999999999986 1.6450000000000002 -18.499999999999996 4.495000000000001 -361.49999999999994 0.055738304093567205 -38.499999999999993 1.5000000000000002 2.3350000000000004 4.2350000000000012 -32.499999999999993 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.012270400481782552 1.5000000000000002 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96.7344 82.2531 79.5275 65.7875 48.7777 48.0501 21.3181 16.7086 16.0667 14.2768 13.9968 11.8515 11.1948 10.2563 9.80634 8.64411 8.41389 7.43657 7.13343 5.99921 5.19387 4.64343 4.37507 5.04636 4.34641 4.27202 threshold=0.068259380757808671 0.8784809708595277 0.00099748477805400022 -371.49999999999994 -390.49999999999994 5.9116524425917312e-05 0.0070173616986721008 0.99766892194747936 0.51461192965507518 0.51461192965507518 0.015218299813568552 -351.49999999999994 1.5000000000000002 1.5000000000000002 -3.4999999999999996 1.5000000000000002 0.00017857718921725002 0.97252115607261669 0.2688089013099671 5.1029428504989491e-06 0.026551560498774003 0.18897357583045957 0.12560679611650488 1.5000000000000002 0.99989646673202526 0.74891304347826104 0.019324122479462254 0.84248120300751894 0.74891304347826104 0.047905909351692456 decision_type=2 2 2 10 10 2 2 2 2 2 2 10 10 10 8 10 2 2 2 2 2 2 2 10 2 2 2 2 2 2 left_child=2 3 5 9 10 19 15 14 13 18 28 -7 20 21 -3 22 -13 -16 25 -1 29 -5 -6 -10 -9 -2 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1487.4889590293169 519.56753244251013 330.4690398722887 281.10853299684823 779.66508755460382 295.87242846935987 269.82157869264483 257.55117881298065 318.24214501306415 151.12055448442698 464.97783572599292 189.78021033108234 3166.6826583296061 298.49868611991405 448.248286601156 530.86086152307689 176.82526161894202 13054.265752732754 41.03277488052845 836.42810101248324 56.863549698144197 50.363957291468978 319.04549273103476 leaf_count=482063 4761 9316 10864 3980 3540 21242 1495 13466 4332 3741 5785 25483 5802 3418 2626 8448 3550 4483 2595 108387 4097 4302 12326 1630 125331 559 25567 1221 1072 5698 internal_value=0 0.0101048 -0.00897868 0.00424592 -0.00337232 -0.00981655 -0.00225726 0.0110351 0.00563001 0.00131994 -0.0064693 -0.00814191 -0.000281728 0.00429172 0.00926797 -0.0042118 -0.00763478 0.00817825 -0.000616401 -0.0100786 0.000516452 0.00496079 -0.00349903 0.00769072 0.011262 -0.00169435 -0.00695791 -0.00722412 -0.00779407 -0.00037905 internal_weight=0 19014.1 21544.6 2605.36 2801.19 18743.4 2059.63 16408.7 1768.7 836.659 741.568 2536.14 1024.31 1072.31 1866.98 1035.31 1824.08 722.529 506.19 16207.2 728.442 802.486 717.07 696.393 14541.8 316.41 1044.41 893.292 460.459 429.943 internal_count=911180 184540 726640 29318 59127 667513 41406 155222 17662 11656 17721 77063 17092 11700 16425 24314 55821 7109 7915 590450 11290 8282 15866 5962 138797 5320 30338 26788 11936 7193 is_linear=0 shrinkage=0.01 Tree=204 num_leaves=31 num_cat=0 split_feature=10 48 6 10 10 10 10 2 29 48 48 10 10 10 6 3 6 6 48 6 2 10 2 39 6 48 3 10 10 10 split_gain=17176.4 1239.06 1009.82 690.446 666.12 654.618 356.277 269.964 197.184 190.355 160.558 143.742 139.223 124.555 180.685 105.003 94.361 92.0846 87.7244 85.0825 82.9817 80.0676 77.8597 68.3407 68.3403 67.9299 63.5879 59.9949 93.5427 59.9031 threshold=3.3550000000000004 1.0000000180025095e-35 30.500000000000004 3.3550000000000004 6.1150000000000011 8.4800000000000022 4.495000000000001 0.055738304093567205 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.3350000000000004 4.2350000000000012 8.1200000000000028 2.5000000000000004 0.90501253132832093 3.5000000000000004 20.500000000000004 1.0000000180025095e-35 1.5000000000000002 0.012270400481782552 2.6750000000000003 0.028778467908902653 1.0000000180025095e-35 36.500000000000007 1.0000000180025095e-35 0.85379556042751448 7.035000000000001 6.9850000000000012 5.3350000000000009 decision_type=10 2 2 8 10 10 10 2 2 2 2 10 10 10 2 2 2 2 2 2 2 10 2 2 2 2 2 10 10 10 left_child=1 8 4 21 6 13 9 18 11 16 -7 -1 25 14 15 -6 -2 -12 23 -9 -11 -3 -14 -8 -5 -4 -15 28 -16 -20 right_child=2 3 12 24 5 10 7 19 -10 20 17 -13 22 26 27 -17 -18 -19 29 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.010809780177573012 0.0020480999723757939 0.0019924621799174377 -0.0011326345052233807 0.0082056702315506033 0.0026672464433367244 0.0076581588226879282 -0.0059999324777862293 -0.0053506240325292319 0.00033137455977144773 0.00040616919857979503 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223.3409898635 70.938716927543283 418.83313332684338 leaf_count=78615 19879 13693 8619 20424 10015 1012 16392 107789 4224 5324 29228 39715 8721 3976 7433 4204 8412 2766 19850 144399 33300 29191 260450 435 2539 15072 677 7028 609 7189 internal_value=0 0.00816351 -0.00523928 0.0034908 -0.00378977 0.000468542 -0.00475083 -0.00563699 0.0098593 -0.0017233 -0.00600621 0.0100397 -0.00806989 0.00384194 0.0025564 0.00525451 0.000738535 -0.00715075 -0.00236354 -0.00643981 -0.00429484 -0.000444247 -0.00850555 -0.00524397 0.00770478 -0.00423586 0.00875909 -0.00173068 0.000686696 -0.000858226 internal_weight=0 15636.9 24611.6 4163.78 16276.6 2997.07 13279.6 10272.7 11473.1 3006.85 1026.62 11260 8335.01 1970.45 1562.07 958.702 1536.2 947.276 2023.19 8249.51 1470.65 2153.15 7484.54 694.417 2010.63 850.472 408.385 603.367 380.026 1328.77 internal_count=911180 188401 722779 65847 429917 66948 362969 296054 122554 66915 33006 118330 292862 33942 29289 14219 28291 31994 43866 252188 38624 42884 269171 16827 22963 23691 4653 15070 8042 27039 is_linear=0 shrinkage=0.01 Tree=205 num_leaves=31 num_cat=0 split_feature=11 10 1 1 1 2 10 10 3 1 10 10 3 10 1 3 1 2 3 10 10 3 10 2 3 10 5 10 10 10 split_gain=48010.5 22.2515 4.84682 4.64328 4.09457 1.72482 1.56807 1.53688 0.956549 0.720454 0.59189 0.478018 0.47735 0.365924 0.388471 0.290732 0.245805 0.236363 0.21457 0.210469 0.182487 0.17295 0.153402 0.147156 0.146376 0.137499 0.13587 0.132936 0.262928 0.17884 threshold=1.0000000180025095e-35 3.3550000000000004 -32.499999999999993 -65.499999999999986 -59.499999999999993 1.0000000180025095e-35 1.0000000180025095e-35 6.0550000000000006 0.23123827392120072 -65.499999999999986 3.3950000000000005 4.495000000000001 0.38119783996072654 2.3350000000000004 -32.499999999999993 0.091229193341869366 -1.0000000180025095e-35 1.0000000180025095e-35 0.11180555555555556 6.1150000000000011 8.8850000000000016 0.72245564892623726 2.5450000000000004 0.61922530206112303 1.0000000180025095e-35 7.0450000000000008 1.5000000000000002 6.0550000000000006 8.4800000000000022 8.1200000000000028 decision_type=2 10 8 8 10 2 10 10 2 10 10 10 2 10 10 2 8 2 2 10 10 2 10 2 2 10 10 10 10 10 left_child=10 2 6 5 7 -3 -2 9 -7 11 16 -5 19 -4 -15 -11 -1 -14 -8 23 25 -13 -20 -6 -12 -9 -23 -10 29 -29 right_child=1 3 13 4 12 8 18 20 27 15 24 21 17 14 -16 -17 -18 -19 22 -21 -22 26 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.010417097081271018 0.011598643285569109 0.012058461159208351 0.01126397636787997 0.011693149250043763 0.012153611766146282 0.012108043724508267 0.011899749733918694 0.011575403235651118 0.012865478117236703 0.011945043930081283 -0.010396304816046826 0.012235520818914348 0.012267727555098676 0.011378416730859861 0.012292385819004808 0.012775112173059398 -0.010649937391017777 0.012807620326882714 0.012019713993508985 0.011703206805655536 0.011964104329608012 0.011732407176661408 0.012352820050993002 0.012615540502868281 -0.010300392296209101 0.01131108306585862 0.012438068568719719 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threshold=1.0000000180025095e-35 0.3781151175498963 0.0089773964136838514 0.98755538463592529 0.068259380757808671 -32.499999999999993 0.068259380757808671 0.00022280584380490002 6.5000000000000009 4.5000000000000009 1.0000000180025095e-35 4.5000000000000009 3.5000000000000004 30.500000000000004 0.8784809708595277 0.78322452306747448 0.0011766494717448501 -3.4999999999999996 3.5000000000000004 0.90501253132832093 0.091229193341869366 -2.4999999999999996 0.78322452306747448 1.0000000180025095e-35 -30.499999999999996 -385.49999999999994 0.51234756097560985 0.91331186258722508 1.0000000180025095e-35 0.96446608946608958 decision_type=2 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 8 2 2 8 10 2 2 2 2 left_child=4 2 7 9 16 13 12 18 26 15 -9 25 24 19 -6 -3 -1 23 -2 20 -5 -17 -11 29 -4 -8 -7 -21 -22 -12 right_child=1 3 6 5 14 8 11 10 -10 22 17 -13 -14 -15 -16 21 -18 -19 -20 27 28 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010290350281977414 0.014223933085891972 0.011989364709272515 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28977 21164 11015 720350 1851 1041 26652 20596 7376 3907 1649 1757 3194 98471 6056 10851 1293 is_linear=0 shrinkage=0.01 Tree=207 num_leaves=31 num_cat=0 split_feature=11 12 12 10 12 10 12 10 1 12 10 12 10 1 12 12 10 12 10 3 10 10 3 3 1 10 12 12 10 3 split_gain=46966.9 54.2394 6.76123 5.38374 2.50472 2.10312 1.90373 1.51017 0.972058 0.834677 0.494932 0.478814 0.341162 0.30493 0.293136 0.256145 0.230595 0.230329 0.224065 0.222262 0.177386 0.163607 0.16261 0.183742 0.159928 0.153584 0.153579 0.15188 0.144736 0.143597 threshold=1.0000000180025095e-35 0.3781151175498963 0.0089773964136838514 3.2950000000000004 0.98755538463592529 2.6750000000000003 0.068259380757808671 3.1450000000000005 -32.499999999999993 0.068259380757808671 7.0450000000000008 0.00099748477805400022 3.2950000000000004 -2.4999999999999996 0.8784809708595277 0.8784809708595277 1.0000000180025095e-35 0.78322452306747448 3.3550000000000004 1.0000000180025095e-35 3.8350000000000004 2.3350000000000004 1.0000000180025095e-35 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621.34702537208796 100.11006723344326 1803.1818808242679 50.883969992399216 75.427300423383713 758.25041832029819 701.38184754550457 693.63954859972 184.07726164162159 260.97662097960711 80.145810052752495 8342.7301854789257 leaf_count=669003 180 4758 844 2508 6978 572 2793 1230 2120 949 8108 1096 10588 2133 272 1359 3489 16663 4669 523 51347 377 447 6110 5643 14882 1443 2396 486 87214 internal_value=0 0.011556 0.0131438 0.0113762 0.0116683 0.0126886 -0.0103181 0.0139094 0.011268 0.0129377 0.0115346 0.0142141 0.0114854 0.0126814 0.0120748 0.0133016 -0.0107064 0.011232 0.0120197 0.0132257 -0.0102951 0.0113317 0.0125601 0.011605 0.0115537 -0.0106205 0.0119932 0.0116365 0.0129247 0.0112097 internal_weight=0 18326.6 1864.28 16462.3 4450.42 1169.08 20646.3 695.201 12011.9 860.743 3348.96 480.856 1706.05 505.028 1101.45 355.714 1155.47 10305.8 989.286 214.345 19490.8 862.411 112.169 2486.55 1728.3 888.393 308.338 962.358 114.235 8575.36 internal_count=911180 169666 10815 158851 37508 7300 741514 3515 121343 5013 29612 2326 15346 3082 7896 1931 21164 105997 7177 1189 720350 8485 719 21127 15017 17675 2287 8039 666 89334 is_linear=0 shrinkage=0.01 Tree=209 num_leaves=31 num_cat=0 split_feature=11 12 12 10 12 10 12 10 12 48 10 12 10 2 12 12 2 12 10 10 10 10 12 2 12 2 10 10 2 10 split_gain=45947.3 50.4787 6.24466 5.02908 2.33497 1.95051 1.78922 1.38953 0.772002 0.750389 0.46186 0.439567 0.403966 0.285122 0.281074 0.275052 0.274055 0.241636 0.213124 0.210883 0.153493 0.144107 0.143024 0.142418 0.140507 0.135284 0.135046 0.132946 0.132034 0.129718 threshold=1.0000000180025095e-35 0.3781151175498963 0.0089773964136838514 3.2950000000000004 0.98755538463592529 2.6750000000000003 0.068259380757808671 3.1450000000000005 0.068259380757808671 1.0000000180025095e-35 7.0450000000000008 0.00099748477805400022 3.2950000000000004 0.012270400481782552 0.78322452306747448 0.8784809708595277 0.034723896792862259 0.94052824378013633 1.0000000180025095e-35 3.3550000000000004 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819.877 2082.69 1028.52 659.51 937.768 265.645 289.739 131.073 15209.4 124.357 internal_count=911180 184540 726640 29318 11656 59127 49714 667513 155222 33152 16562 17662 77063 3519 9413 8137 6274 16425 10675 3098 21304 68848 11700 11848 10329 5914 4038 2281 590450 1516 is_linear=0 shrinkage=0.01 Tree=211 num_leaves=31 num_cat=0 split_feature=11 10 1 1 1 6 10 10 1 6 10 10 6 10 6 6 10 1 6 1 6 10 10 5 10 10 10 6 1 1 split_gain=45045.7 18.8754 4.1151 3.90829 3.45441 2.03502 1.33057 1.30948 0.609094 0.553158 0.535745 0.514707 0.427396 0.41019 0.36896 0.314497 0.221791 0.213544 0.209976 0.193299 0.183963 0.17044 0.149597 0.145161 0.144285 0.138859 0.141829 0.138753 0.137915 0.128244 threshold=1.0000000180025095e-35 3.3550000000000004 -32.499999999999993 -65.499999999999986 -59.499999999999993 12.500000000000002 1.0000000180025095e-35 6.0550000000000006 -65.499999999999986 38.500000000000007 6.285000000000001 3.3950000000000005 9.5000000000000018 4.495000000000001 1.5000000000000002 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38 855 2041 3066 808 444595 2049 289 internal_value=0 0.0115103 0.011299 0.0120097 0.0117969 0.012355 0.0116949 0.0116084 0.0117969 0.0113257 0.0121649 -0.0103098 0.0114977 0.0117209 0.012354 0.0112163 0.0121481 -0.0104518 0.0122519 0.0111914 0.0115866 0.0121855 0.0117521 0.011957 0.0128827 0.0120055 0.0121063 -0.0102917 0.0120126 0.0113377 internal_weight=0 17885.6 12567.9 5317.71 3289.43 2028.28 2172.08 2457.87 1474.48 983.389 1491.12 20086.2 1328.68 1293.8 831.562 10395.8 425.31 2264.83 1231.44 8625.14 824.605 978.507 259.681 469.191 537.155 843.394 521.77 17821.4 360.117 1770.71 internal_count=911180 169666 127521 42145 27875 14270 18698 22081 12235 9846 10946 741514 12228 10960 5794 108823 3117 62954 8790 91534 7296 7096 2156 3664 3324 6470 3874 678560 2733 17289 is_linear=0 shrinkage=0.01 Tree=212 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 48 12 12 12 12 2 12 2 2 2 2 12 19 2 2 2 2 12 2 48 29 48 2 2 2 split_gain=44556.2 48.3485 6.10556 4.42903 1.74274 0.89792 0.890707 0.817163 0.409148 0.305533 0.285572 0.269308 0.215391 0.210878 0.208702 0.204483 0.202891 0.168886 0.158048 0.190353 0.151721 0.112839 0.102956 0.102878 0.0906863 0.0888801 0.0875523 0.0872953 0.0986132 0.079851 threshold=1.0000000180025095e-35 0.3781151175498963 0.0089773964136838514 0.98755538463592529 0.068259380757808671 1.0000000180025095e-35 0.068259380757808671 0.00022280584380490002 0.78322452306747448 0.99999827146530174 0.94494949494949509 0.8784809708595277 0.019324122479462254 0.012270400481782552 0.96213569039656011 1.0000000180025095e-35 0.0011766494717448501 1.0000000180025095e-35 0.49844720496894418 0.012270400481782552 0.49184758529020828 0.74891304347826104 0.0011766494717448501 0.091372912801484213 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.49844720496894418 1.0000000180025095e-35 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=4 2 7 8 16 17 13 -2 27 14 12 -6 -9 -4 29 -8 -1 18 19 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474.71121492981911 786.5704157948494 46.076119244098663 261.65578942373395 109.45010481774807 302.54477604478598 334.32017673552036 222.20327741652727 1745.4974099062383 79.136595889925957 5687.5438894107938 2717.2261943593621 110.27207814902067 49.861648641526699 206.45871601998806 838.40668541193008 159.81412540376186 40.726800844073296 703.08954918384552 215.27609118819237 258.97780508548021 963.36147218197584 leaf_count=669003 1041 1527 739 23513 17675 3726 1290 581 4260 8186 276 3489 542 1718 3374 1375 51347 652 61085 26871 827 318 1075 7971 1033 339 5657 1487 1991 8212 internal_value=0 0.0114933 0.0130342 0.0113164 -0.0103066 0.0112559 0.0125866 0.0137809 0.011777 0.0113995 0.0135459 -0.0106886 0.0136275 0.0129205 0.0114931 0.0123529 -0.0102837 0.0112115 0.011208 0.0112496 0.0124583 0.0130428 0.0137584 0.0113014 0.0122991 0.0111723 0.0116649 0.0119747 0.0120478 0.0115479 internal_weight=0 17733.7 1826.5 15907.2 19892.4 14061.7 1141.89 684.612 1845.52 3327.09 467.986 1126.76 421.91 470.08 1702.11 671.81 18765.7 10734.6 10655.5 4927.2 492.289 352.406 315.909 1624.98 270.086 5728.27 1177.8 667.719 474.254 1367.79 internal_count=911180 169666 10815 158851 741514 143929 7300 3515 14922 31469 2474 21164 2198 2775 15312 4525 720350 112460 111808 50384 3235 2036 1617 16157 1860 61424 9917 5005 3478 11938 is_linear=0 shrinkage=0.01 Tree=213 num_leaves=31 num_cat=0 split_feature=12 12 12 10 12 12 48 12 10 48 12 10 10 10 29 12 29 10 48 19 10 48 5 10 10 29 19 10 48 29 split_gain=32996.9 958.512 958.36 92.1475 83.4499 81.0038 64.1739 63.888 58.505 88.1423 50.8301 39.1337 33.2664 29.8908 26.3418 24.5754 19.8792 17.6918 39.7092 17.2712 17.0851 31.5645 10.7117 10.063 11.2756 9.58273 10.7769 13.0227 9.50054 9.23709 threshold=0.068259380757808671 0.00099748477805400022 0.8784809708595277 5.6250000000000009 0.51461192965507518 5.9116524425917312e-05 1.0000000180025095e-35 0.99766892194747936 7.6900000000000004 1.0000000180025095e-35 0.0089773964136838514 3.1150000000000007 3.1150000000000007 5.8950000000000005 1.0000000180025095e-35 0.0070173616986721008 1.0000000180025095e-35 2.6250000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.6250000000000004 1.0000000180025095e-35 1.5000000000000002 3.6650000000000005 5.3550000000000013 1.0000000180025095e-35 1.0000000180025095e-35 3.9950000000000006 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 8 2 2 2 2 8 2 2 10 10 8 2 2 2 10 2 2 10 2 10 10 10 2 2 10 2 2 left_child=1 5 4 6 8 -1 11 20 9 12 -8 -3 -2 28 19 -5 -13 -6 25 -14 -4 23 -11 -22 29 26 27 -19 -7 -25 right_child=2 3 7 15 17 13 10 -9 -10 22 -12 16 14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.010040494247609937 0.0028315548665893918 -0.0017790585486170149 0.010498075844190649 -0.0018210367006124676 0.0088487488256432777 -0.0093757660693254644 -0.0046399405848437528 0.01111746026191014 0.0075470251209633459 0.0047055487811882611 -0.00062874122925428975 -0.008208681888284072 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leaf_count=590450 1446 2268 5750 5375 2166 25208 18662 138797 1980 6115 10306 16532 5979 8780 666 4038 1946 861 4458 462 1522 6538 2967 1620 814 306 231 1681 43075 181 internal_value=0 -0.00890496 0.00994241 -0.00326917 0.0041375 -0.00976693 -0.00423795 0.010883 0.00265032 0.00184549 -0.00285547 -0.0064842 -0.00140747 -0.00803673 -0.00296513 0.000364769 -0.00754061 0.00643016 0.00567054 -0.00406785 0.00907904 0.00838606 0.00397073 0.00614603 0.0048966 0.00239053 0.00160428 0.000767308 -0.00849045 0.00332627 internal_weight=0 19731.2 17552.4 2617.45 2447.49 17113.7 2066.53 15104.9 1484.52 1274.96 1279.22 787.313 503.812 2336.48 368.43 550.924 642.955 962.969 732.81 314.878 1737.41 1167.34 771.151 408.775 250.147 245.463 211.908 186.253 2012.6 161.692 internal_count=911180 726640 184540 59127 29318 667513 49714 155222 19615 17635 28968 20746 8553 77063 7107 9413 18478 9703 7537 6441 16425 10675 9082 4137 2615 3079 2773 2542 68283 1801 is_linear=0 shrinkage=0.01 Tree=214 num_leaves=31 num_cat=0 split_feature=11 12 12 10 12 10 12 10 12 12 10 12 6 12 12 12 3 10 6 12 3 3 10 10 10 3 6 10 10 3 split_gain=43686.8 47.8179 6.14978 4.39068 2.12171 1.88096 1.74877 1.18972 0.851383 0.615746 0.394246 0.379996 0.300364 0.271812 0.262276 0.20093 0.185011 0.181113 0.153793 0.152898 0.1447 0.175166 0.142374 0.137622 0.132055 0.124472 0.122995 0.12297 0.120822 0.120074 threshold=1.0000000180025095e-35 0.3781151175498963 0.0070173616986721008 3.2950000000000004 0.98755538463592529 2.6750000000000003 0.068259380757808671 3.1450000000000005 0.068259380757808671 0.97252115607261669 7.0450000000000008 0.00099748477805400022 3.5000000000000004 0.8784809708595277 0.78322452306747448 0.0011766494717448501 1.0000000180025095e-35 1.0000000180025095e-35 30.500000000000004 0.068259380757808671 1.0000000180025095e-35 0.96352549889135264 2.5750000000000006 3.2050000000000005 3.3550000000000004 1.0000000180025095e-35 4.5000000000000009 4.495000000000001 6.1150000000000011 0.98089094449853953 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0.0114998 0.011452 0.0115291 0.012642 internal_weight=0 17453.4 1813.87 15639.5 4240.33 1174.83 19541.9 639.032 867.344 11399.2 3184.26 443.115 10774 1119.41 1056.07 18422.5 488.436 195.917 818.575 307.49 378.908 307.233 625.245 858.381 254.682 257.923 2365.69 1643.64 915.844 377.497 internal_count=911180 169666 10815 158851 37508 7543 741514 3272 5184 121343 29612 2172 115692 21164 7896 720350 3082 1100 8485 2359 2102 1676 5651 17675 1363 1230 21127 15017 8039 2320 is_linear=0 shrinkage=0.01 Tree=215 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 12 12 48 48 48 48 48 5 5 12 5 48 12 12 12 5 5 12 12 12 12 12 5 5 19 split_gain=32240.5 951.494 949.781 81.5372 81.3516 78.3966 64.5336 43.9726 40.7813 36.7103 25.3243 14.193 11.7047 11.5391 9.85809 9.18972 8.88324 8.82977 8.5856 8.441 7.93601 6.91777 6.49579 5.65699 5.42806 4.66445 4.39894 4.24746 3.56585 3.525 threshold=0.068259380757808671 0.00099748477805400022 0.8784809708595277 5.9116524425917312e-05 0.3781151175498963 0.0089773964136838514 0.99766892194747936 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 0.00017857718921725002 1.5000000000000002 1.0000000180025095e-35 5.1029428504989491e-06 0.97252115607261669 0.65440738201141369 2.5000000000000004 1.5000000000000002 0.13270235061645502 0.0043998162727802515 0.99989646673202526 0.020015737973153553 0.026551560498774003 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 10 10 2 10 2 2 2 2 10 10 2 2 2 2 2 10 10 2 left_child=1 3 4 17 7 9 16 20 25 -3 19 -5 23 26 -13 -9 18 -1 -4 -6 22 -12 -2 -11 -8 -7 -10 -16 -21 -24 right_child=2 5 6 11 10 8 24 15 13 12 21 14 -14 -15 27 -17 -18 -19 -20 28 -22 -23 29 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010153324354521322 -0.0013838573494748374 -0.0071836646963532097 0.0068961699766524236 -0.0090810876201221132 0.0027321487960447373 -0.0050676563829885404 0.01048827765564502 0.0045090024384126723 4.928095627955301e-05 -0.0035805902795011386 0.0076335998794292885 -0.0083726972164418351 -0.0053476095603729743 -0.001793193274176216 -0.0062205786353195305 0.0019455680981663834 0.0096936645130106854 -0.0095318234630524523 0.0090491793130956493 0.0056620059215244456 -0.0043898334638380141 0.0054738904909112851 0.00086113496720757006 -0.0015420170859441742 0.011157287097934043 -0.0029538260779402932 0.0019005989454624909 -0.0076945954710458519 0.00095434997914223448 0.0052535208062621432 leaf_weight=11653.843330103904 154.46158219873905 453.67679580114782 294.64529673010111 799.05567409843206 230.97748228162527 167.43399118445814 1351.8986827284098 511.19455563649535 277.54414308071136 447.66664776392281 544.08159965649247 638.70465300232172 301.84874195419252 228.61113422550261 561.95175360515714 192.51547758467495 919.86875512078404 2843.7591073606163 498.7067182995379 245.29188872501254 39.965850122272968 203.8903981372714 263.25346000492573 195.60002595186234 11784.899879693985 277.24485554732382 238.75790869444609 299.77468953467906 17.219409313052893 19.633443228900433 leaf_count=482063 2787 13085 3132 26723 3000 4042 13466 5734 4728 10794 4981 22997 8537 4671 17062 2690 8172 108387 5121 2726 886 2080 3966 4026 125331 5810 3434 10281 245 223 internal_value=0 -0.00888425 0.00990327 -0.00975394 0.0040974 -0.00324051 0.0108504 0.00221856 -0.00135333 -0.00484544 0.00588477 -0.00800452 -0.00372304 7.72127e-05 -0.00743119 0.00380772 0.00902494 -0.0100314 0.00824957 0.00412642 -0.000124352 0.00704488 0.000265437 -0.00296072 0.0110884 -0.00374974 0.000905402 -0.00673335 0.00535321 0.00116598 internal_weight=0 19385.5 17272.5 16797.1 2422.49 2588.38 14850 1181.02 1189.59 1398.79 1241.46 2299.49 945.115 744.913 1500.43 703.71 1713.22 14497.6 793.352 493.489 477.314 747.972 437.348 643.267 13136.8 444.679 516.302 861.726 262.511 282.887 internal_count=911180 726640 184540 667513 29318 59127 155222 16286 22685 36442 13032 77063 23357 12833 50340 8424 16425 590450 8253 5971 7862 7061 6976 14820 138797 9852 8162 27343 2971 4189 is_linear=0 shrinkage=0.01 Tree=216 num_leaves=31 num_cat=0 split_feature=11 10 48 10 48 10 2 10 10 2 5 10 2 10 29 29 48 0 10 0 2 0 10 10 2 0 10 5 5 2 split_gain=42840.4 17.2782 3.08614 2.50074 2.36271 1.594 1.37116 1.26347 0.937573 0.518137 0.488212 0.715523 0.603255 0.47867 0.363265 0.357677 0.335962 0.26939 0.241886 0.220028 0.219251 0.20818 0.147422 0.139654 0.13763 0.194286 0.136366 0.128139 0.344397 0.122338 threshold=1.0000000180025095e-35 3.3550000000000004 1.0000000180025095e-35 6.1150000000000011 1.0000000180025095e-35 1.0000000180025095e-35 0.028778467908902653 9.0500000000000025 4.995000000000001 0.69789381307591059 1.5000000000000002 6.9850000000000012 0.77442071785552036 3.3950000000000005 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.3350000000000004 1.0000000180025095e-35 0.055738304093567205 1.0000000180025095e-35 2.5750000000000006 4.535000000000001 1.0000000180025095e-35 1.0000000180025095e-35 5.2950000000000008 3.5000000000000004 5.5000000000000009 0.091372912801484213 decision_type=2 10 2 10 2 10 2 10 10 2 10 10 2 10 2 2 2 2 10 2 2 2 10 10 2 2 10 10 10 2 left_child=13 2 15 4 8 24 -6 10 14 17 12 27 21 -1 19 18 -9 -8 -2 -3 -10 -5 -7 -21 -4 -26 -11 -12 -29 -17 right_child=1 3 5 7 6 22 9 16 20 26 11 -13 -14 -15 -16 29 -18 -19 -20 23 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.01043654579265243 0.011115850044236661 0.011725076102132468 0.011236944698378468 0.012316460294741321 0.011924284211752866 0.011743408351902939 0.012649669258604524 0.011627122436904396 0.011866265970163133 0.012280879241415132 0.011834634663234304 0.011250472760103077 0.011364150231269061 -0.010279022948671437 0.012320996986429269 0.011428144342014784 0.012724444596765184 0.012238127956700996 0.011226511375963111 0.01135726186006171 0.012447190545368166 0.011629228274210602 0.012019981942772468 0.011785568556092521 0.011573532009202969 0.011301086488246582 0.011826232894734891 0.013577355943025336 0.011260554140999555 0.012150359185025602 leaf_weight=2175.6077848467976 6777.3149442449212 703.37795100361109 523.07729294896126 166.22055335342884 661.40378127247095 312.03027549386024 895.92456401139498 36.835495196282864 92.903418436646461 154.76044621318579 156.70771259814501 809.69583828747272 184.86549197137356 17023.638709438965 77.335686102509499 49.923402041196823 115.03299707174301 193.39145832508802 2787.7097778767347 371.26320368796587 216.06432822346687 59.986522734165192 504.06071677058935 95.764431953430176 516.92190901190042 530.23617535829544 114.99060774594545 15.051667824387552 11.183633401989935 44.23848732560873 leaf_count=62954 75625 5947 5444 1208 5173 2629 5827 316 738 1099 1281 8488 1813 678560 552 479 742 1391 29147 3654 1479 516 3868 791 4665 5330 934 82 114 334 internal_value=0 0.0114407 0.0112337 0.0119266 0.0120721 0.0115557 0.0122977 0.0115918 0.0117793 0.0124794 0.0114981 0.0113781 0.0117879 -0.0102969 0.0116572 0.0111541 0.0124583 0.0125766 0.0111481 0.0116134 0.0122725 0.0121342 0.0119142 0.0114451 0.0113694 0.0114356 0.0120871 0.0119429 0.0125897 0.0117675 internal_weight=0 17178.3 12045.5 5132.76 3577.18 2386.33 2020.47 1555.58 1556.71 1359.07 1403.71 992.639 411.073 19199.2 1247.74 9659.19 151.868 1089.32 9565.02 1170.41 308.968 226.207 816.091 467.028 1570.24 1047.16 269.751 182.943 26.2353 94.1619 internal_count=911180 169666 127521 42145 27585 21936 14424 14560 13161 9251 13502 9965 3537 741514 10944 105585 1058 7218 104772 10392 2217 1724 6497 4445 15439 9995 2033 1477 196 813 is_linear=0 shrinkage=0.01 Tree=217 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 10 10 12 12 1 12 10 12 12 12 6 3 6 10 3 3 10 3 10 6 3 6 10 split_gain=42376.8 45.8758 5.04555 4.97543 1.70582 1.59068 1.54245 1.23731 1.12443 0.59819 0.4708 0.407622 0.379761 0.356443 0.266977 0.19301 0.172147 0.155554 0.142476 0.139979 0.139802 0.134527 0.164601 0.130474 0.123297 0.122461 0.119598 0.118062 0.111621 0.111122 threshold=1.0000000180025095e-35 0.2688089013099671 0.0070173616986721008 0.98755538463592529 0.068259380757808671 3.2950000000000004 2.6750000000000003 2.7950000000000004 3.1450000000000005 0.068259380757808671 0.78322452306747448 -32.499999999999993 0.00099748477805400022 7.0450000000000008 0.8784809708595277 0.0011766494717448501 0.00025326936156485003 3.5000000000000004 1.0000000180025095e-35 30.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.96352549889135264 3.2050000000000005 1.0000000180025095e-35 3.3550000000000004 16.500000000000004 1.0000000180025095e-35 3.5000000000000004 4.495000000000001 decision_type=2 2 2 2 2 10 10 10 10 2 2 8 2 10 2 2 2 2 2 2 10 2 2 10 2 10 2 2 2 10 left_child=4 2 8 7 15 11 -4 -3 16 21 18 26 27 28 23 -1 -2 -13 -9 -15 -18 -8 25 -6 -11 -23 -5 -10 29 -7 right_child=1 3 6 5 14 13 9 10 12 24 -12 17 -14 19 -16 -17 20 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010259774593618194 0.01356578129608231 0.011359409828611857 0.011912550450339829 0.011255510481158904 -0.010822980757517755 0.011308767184795884 0.01269931281847096 0.011840677180143937 0.013686888437482208 0.012172051686844074 0.011735893427046479 0.011086297485666722 0.013654310641343578 0.011170958695605089 -0.010956761915973265 -0.010372249665544727 0.012620597632441364 0.011197335952833461 0.012205504168766441 0.011731428879430636 0.013257475530610928 0.012802967332794506 0.012670396512577021 -0.010523323173912271 0.012619150091808858 0.013389485331759893 0.011529890148883252 0.014332327061451882 0.011551934705070059 0.011477578720586306 leaf_weight=16226.480129046366 54.250709399580956 619.98386691510677 257.35839235782623 1098.2526483610272 186.45328529179096 703.99356216192245 70.701511308550835 142.08172804862261 32.453534215688705 79.41248270124197 754.25027015805244 7558.1777867525816 183.33301268517971 749.97325255721807 258.42305587232113 1684.0319239068776 77.984267115592957 1514.4345133602619 434.0915864855051 47.376251623034477 61.764973521232605 42.923151791095734 51.805026933550835 658.36211614124477 276.22734972089529 208.62109586596489 185.72786501795053 223.58895345032215 728.30743384361267 874.09620873630047 leaf_count=669003 283 5976 1965 11136 2793 6931 426 1094 166 546 6091 85669 942 8108 3489 51347 480 15895 2986 377 337 254 313 14882 1705 1109 1617 1064 6327 7869 internal_value=0 0.0114246 0.0130252 0.0112563 -0.0102939 0.0111879 0.0125782 0.0117284 0.0137218 0.012813 0.0119003 0.0111284 0.0140017 0.0113865 -0.0106755 -0.0102704 0.0130877 0.0111048 0.0121155 0.0112043 0.0129021 0.0130921 0.0131837 -0.0105895 0.0125193 0.0132894 0.0112952 0.0142505 0.0114495 0.0114023 internal_weight=0 17031.2 1620.42 15410.7 19013.8 13460.3 987.049 1950.41 633.375 729.691 1330.42 10356.6 439.376 3103.75 1103.24 17910.5 194 9072.61 576.173 797.35 139.749 374.051 303.349 844.815 355.64 251.544 1283.98 256.042 2306.4 1578.09 internal_count=911180 169666 9590 160076 741514 143929 6318 16147 3272 4353 10171 114317 2172 29612 21164 720350 1100 101564 4080 8485 817 2102 1676 17675 2251 1363 12753 1230 21127 14800 is_linear=0 shrinkage=0.01 Tree=218 num_leaves=31 num_cat=0 split_feature=12 12 12 1 10 10 12 1 12 12 10 12 10 10 12 10 10 1 10 10 6 1 6 6 12 10 12 10 1 12 split_gain=31152.2 937.662 932.806 88.6484 211.859 87.8036 81.6538 78.6288 64.8917 55.2358 47.3766 41.4809 29.5933 24.564 22.9674 21.7575 17.2926 52.6429 35.9328 16.5334 12.575 11.479 10.1579 9.87394 9.87251 9.73105 8.91165 8.73958 9.13595 7.52544 threshold=0.068259380757808671 0.00099748477805400022 0.8784809708595277 -380.49999999999994 3.0250000000000004 5.6250000000000009 5.9116524425917312e-05 -380.49999999999994 0.99766892194747936 0.0089773964136838514 3.1750000000000003 0.51461192965507518 5.8950000000000005 2.1250000000000004 0.0055486904457211009 3.9650000000000003 2.6250000000000004 -4.4999999999999991 3.9350000000000005 5.7250000000000005 4.5000000000000009 -351.49999999999994 105.50000000000001 32.500000000000007 0.18897357583045957 4.9150000000000009 5.1029428504989491e-06 9.0500000000000025 -390.49999999999994 0.00017857718921725002 decision_type=2 2 2 10 10 8 2 10 2 2 10 2 8 10 2 10 10 8 10 10 2 10 2 2 2 10 2 8 10 2 left_child=1 6 3 4 13 7 26 10 16 20 -3 22 21 -2 -7 -6 -4 -18 -19 25 -9 -8 24 -11 -5 -17 -1 28 -16 -23 right_child=2 5 8 11 15 14 12 9 -10 23 -12 -13 -14 -15 27 19 17 18 -20 -21 -22 29 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.01014354453429735 0.0089141604228955961 -0.0018211841831938639 0.010411921614675863 0.0032224265679016589 -0.00037053562014037109 -0.0020144416356719418 -0.009596523593900114 -0.0034770569408436734 0.011046906504330122 -1.8983168997370772e-05 -0.0087039572692746321 0.0073565808357873453 -0.0051113187211046605 0.0033554722468384841 -0.0067468443781106792 -0.0041246531099839332 0.0094797926953806393 0.0075896221553264026 0.00031910376901257394 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108387 1883 2269 26105 internal_value=0 -0.00885804 0.00985049 0.00404804 0.00121369 -0.00320388 -0.00973706 -0.00416675 0.0108046 -0.00288185 -0.00722367 0.00536255 -0.00796463 0.00694545 0.000388582 -0.00368942 0.00895389 0.00824592 0.00446253 -0.00530293 -0.00466609 -0.00842718 0.00408277 -0.000685366 0.00439886 -0.00607867 -0.0100192 0.00216995 0.000404235 -0.0079184 internal_weight=0 18866 16849.5 2379.33 753.854 2538.37 16327.6 2001.83 14470.2 1409.42 592.413 1625.48 2242.24 347.557 536.537 406.297 1675.25 1127.69 277.326 273.387 777.686 1929.45 990.056 631.729 902.196 248.645 14085.4 308.124 146.782 1344.47 internal_count=911180 726640 184540 29318 11573 59127 667513 49714 155222 33152 16562 17745 77063 3511 9413 8062 16425 10675 3098 6205 21304 68283 11771 11848 10389 5861 590450 4586 2703 48127 is_linear=0 shrinkage=0.01 Tree=219 num_leaves=31 num_cat=0 split_feature=11 10 1 1 1 6 10 10 1 6 10 10 6 10 6 1 6 10 1 6 0 10 0 10 10 5 1 6 1 6 split_gain=41553.4 16.2687 3.55568 3.37922 2.9877 1.80718 1.15108 1.12017 0.536119 0.504396 0.469793 0.456386 0.373201 0.354813 0.322565 0.265388 0.231566 0.19279 0.188788 0.182953 0.170509 0.155509 0.155011 0.134662 0.134331 0.131437 0.124429 0.118975 0.117046 0.114803 threshold=1.0000000180025095e-35 3.3550000000000004 -32.499999999999993 -65.499999999999986 -59.499999999999993 12.500000000000002 1.0000000180025095e-35 6.0550000000000006 -65.499999999999986 38.500000000000007 6.285000000000001 3.3950000000000005 9.5000000000000018 4.495000000000001 1.5000000000000002 -30.499999999999996 3.5000000000000004 6.1150000000000011 -1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 5.3350000000000009 1.0000000180025095e-35 9.0500000000000025 5.5150000000000006 1.5000000000000002 -210.49999999999997 4.5000000000000009 -371.49999999999994 125.50000000000001 decision_type=2 10 8 8 10 2 10 10 10 2 10 10 2 10 2 10 2 10 8 2 2 10 2 10 10 10 10 2 10 2 left_child=11 2 6 5 7 10 12 8 13 -9 19 18 -2 20 17 16 -4 -6 -1 21 -5 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159.34742344170809 14.427366793155668 237.80937587469816 6279.3479883540422 173.7774940058589 329.82349935919046 387.05740865319967 112.65868164598942 1629.2981816008687 51.019604571163654 544.71769925765693 240.75301867723465 354.66908488422632 93.385989829897881 350.46021064370871 6.2977025955915442 26.031248740851879 112.32937164604664 246.59445474296808 10276.465820018202 280.97476208209991 12.246056057512758 leaf_count=50890 10787 4363 90717 3701 2635 1283 3468 9754 1202 92 2118 233965 1441 2809 2677 1022 17084 482 12064 1694 3595 684 3002 38 201 855 2049 444595 1840 73 internal_value=0 0.0113995 0.0111957 0.0118759 0.0116712 0.0122047 0.0115749 0.0114893 0.0116687 0.0112183 0.0120199 -0.0102892 0.0113849 0.0115948 0.0122019 0.0111158 0.0111102 0.0120039 -0.0104272 0.0121033 0.0114656 0.0120395 0.0118715 0.0116209 0.0127124 0.0118207 0.0118693 -0.0102715 0.0125796 0.0121919 internal_weight=0 16760 11738.8 5021.23 3094.94 1926.28 2043.07 2304.84 1386.8 918.04 1412.23 18678.4 1245.53 1215.2 790.108 9695.74 9583.09 403.051 2122.55 1168.12 773.049 927.369 797.537 244.107 514.054 442.153 339.98 16555.8 307.006 171.593 internal_count=911180 169666 127521 42145 27875 14270 18698 22081 12235 9846 10946 741514 12228 10960 5794 108823 107801 3117 62954 8790 7296 7096 6470 2156 3324 3664 2733 678560 2041 1275 is_linear=0 shrinkage=0.01 Tree=220 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 1 12 12 12 6 3 6 12 6 6 6 6 12 6 6 12 2 1 1 3 2 3 1 1 1 split_gain=41104.7 43.9593 4.92634 4.64756 1.65925 0.899629 0.718294 0.684676 0.554377 0.39831 0.302632 0.284178 0.26119 0.219257 0.218396 0.212258 0.186216 0.185391 0.148806 0.143924 0.117944 0.124839 0.109345 0.106172 0.103842 0.0994647 0.0992576 0.0848494 0.0791216 0.0787075 threshold=1.0000000180025095e-35 0.2688089013099671 0.0070173616986721008 0.98755538463592529 0.068259380757808671 -32.499999999999993 0.00022280584380490002 0.068259380757808671 0.78322452306747448 6.5000000000000009 1.0000000180025095e-35 3.5000000000000004 0.8784809708595277 4.5000000000000009 3.5000000000000004 30.500000000000004 4.5000000000000009 0.0011766494717448501 3.5000000000000004 3.5000000000000004 0.99999827146530174 0.96213569039656011 -390.49999999999994 -2.4999999999999996 0.90501253132832093 0.055738304093567205 0.51234756097560985 -3.4999999999999996 -385.49999999999994 -390.49999999999994 decision_type=2 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 8 2 2 2 8 10 10 left_child=4 2 6 8 17 15 18 11 13 26 -8 22 -6 -3 28 20 23 -1 29 27 21 -5 -4 -10 -22 -24 -7 -12 -9 -2 right_child=1 3 7 5 12 9 10 14 16 -11 19 -13 -14 -15 -16 -17 -18 -19 -20 -21 24 -23 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010252053066467575 0.013203976681011462 0.011769045428158114 0.012226105839679003 0.011388421196608609 -0.010579480975307467 0.011058961071470481 0.012910637856861609 0.011814190675987045 0.011536976467826655 0.011249275946233926 0.013432793058694553 0.013067812564398493 -0.010945120300050751 0.012129747431946874 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720 1123 3489 1711 1042 2325 2541 51347 560 827 8286 3303 536 2897 4596 877 22169 133 1608 389 internal_value=0 0.0113839 0.0129602 0.0112161 -0.0102862 0.011149 0.0136508 0.0125141 0.0116773 0.0111048 0.0134082 0.0127739 -0.0106655 0.0118779 0.0122429 0.0113043 0.0115324 -0.0102626 0.0141226 0.013555 0.0112769 0.0113391 0.012579 0.0114509 0.0112048 0.0126829 0.0110778 0.0133392 0.012087 0.0138284 internal_weight=0 16615.9 1599.02 15016.8 18497.8 13109.2 627.514 971.508 1907.65 10206.5 414.383 496.17 1085.83 799.841 475.338 2902.7 1107.81 17411.9 213.131 319.981 2631.26 1411.97 298.327 794.135 1219.29 230.502 8598.79 157.256 310.946 95.1649 internal_count=911180 169666 9590 160076 741514 143929 3272 6318 16147 114952 2231 3018 21164 6230 3300 28977 9917 720350 1041 1680 26652 13770 1895 7376 12882 1413 98471 853 2258 481 is_linear=0 shrinkage=0.01 Tree=221 num_leaves=31 num_cat=0 split_feature=11 48 3 29 0 2 5 3 2 3 2 3 3 5 2 2 3 5 5 0 5 2 2 2 2 2 2 5 14 2 split_gain=40660.8 11.2011 2.04028 1.80876 1.05682 1.79514 1.41124 0.475629 0.399287 0.256569 0.251143 0.221106 0.188795 0.181972 0.14718 0.14026 0.244999 0.163375 0.129271 0.109375 0.103281 0.104055 0.0976456 0.0911223 0.0897587 0.0815621 0.0793273 0.0772802 0.0679496 0.0678451 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.091229193341869366 1.0000000180025095e-35 1.0000000180025095e-35 0.091372912801484213 1.5000000000000002 0.50155279503105599 1.0000000180025095e-35 0.90943267259056748 0.028778467908902653 0.76506899055918665 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 0.50144508670520238 0.25108695652173912 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 5.5000000000000009 0.77442071785552036 0.23845060412224586 0.76506899055918665 0.78596059113300509 0.1676706827309237 0.27207792207792209 2.5000000000000004 1.0000000180025095e-35 0.98936170212765973 decision_type=2 2 2 2 2 2 8 2 2 2 2 2 2 10 2 2 2 10 10 2 10 2 2 2 2 2 2 10 2 2 left_child=12 3 13 7 5 6 8 15 -4 -8 -5 20 -1 -3 -11 -2 -17 -18 -6 28 21 -7 -20 -12 -23 -13 -24 -27 -9 -15 right_child=1 2 4 10 18 11 9 19 -10 14 23 25 -14 29 -16 16 17 -19 22 -21 -22 24 26 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.010377167766696387 0.011084535461245517 0.011485194333477538 0.011791032923236027 0.011596173680613589 0.011678364014617835 0.012126331035031537 0.011009654033470991 0.011294791617219175 0.012495462219936158 0.011364579525099767 0.012376004355232059 0.01225740343067794 -0.010272344272744576 0.011567466910591908 0.012103484654685382 0.01110137731578305 0.011263060637970803 0.012034805105248601 0.01182281667692835 0.01116002834424324 0.011550278974542369 0.011351377897896696 0.011165712630185658 0.011764328136093001 0.011996925107042847 0.01250485960599805 0.011497463236199284 0.013227658917511792 0.012387156046356925 0.011057163037803601 leaf_weight=1919.2832196298987 4282.0876574665308 1488.01901602 210.36702248454094 87.014210544526577 655.23983889073133 1565.5827443897724 266.06936050951481 2547.1906908750534 130.3087158575654 160.91802813857794 131.47707682102919 137.96324136853218 16399.596202483401 31.659815333783627 32.381560742855072 1940.9440232887864 1239.0342560857534 28.051841974258423 57.194042205810547 752.18662379682064 34.08049913495779 31.473403073847294 115.45953232795 29.891710892319679 68.235703468322754 87.700826823711395 191.8307548314333 17.793350622057915 5.7072064056992522 147.11860068887472 leaf_count=62253 49550 14151 1758 787 5826 11915 3204 26263 878 1603 926 1014 679261 288 245 22256 13037 236 487 8321 311 310 1244 249 545 609 1793 106 41 1713 internal_value=0 0.0113683 0.0117402 0.0111855 0.0118693 0.0119714 0.0115728 0.0111661 0.0120605 0.0112111 0.0120292 0.0121356 -0.0102833 0.011449 0.0114884 0.011122 0.011172 0.0112801 0.0115944 0.011266 0.0120952 0.0121064 0.0114434 0.0122627 0.0117932 0.0124175 0.0113728 0.0126268 0.0112972 0.0111475 internal_weight=0 16473 5429.4 11043.6 3762.6 2742.87 800.045 10795.2 340.676 459.369 248.383 1942.83 18318.9 1666.8 193.3 7490.12 3208.03 1267.09 1019.72 3305.08 1699.37 1665.29 364.484 161.369 99.7091 243.457 307.29 105.494 2552.9 178.778 internal_count=911180 169666 48000 121666 31848 22498 7688 119704 2636 5052 1962 14810 741514 16152 1848 85079 35529 13273 9350 34625 13081 12770 3524 1175 855 1729 3037 715 26304 2001 is_linear=0 shrinkage=0.01 Tree=222 num_leaves=31 num_cat=0 split_feature=12 12 12 10 12 12 12 48 10 48 12 10 10 10 29 12 29 10 48 10 48 39 10 5 10 10 39 29 48 12 split_gain=29774.9 916.021 905.184 83.574 81.2917 74.8606 64.4399 59.0161 53.2252 77.9661 45.4842 36.6973 29.7836 28.9599 23.7751 21.7309 18.8916 17.0474 29.2645 16.6657 35.2393 10.0093 9.679 9.5924 9.37217 10.3803 9.70114 10.8845 9.34618 8.95601 threshold=0.068259380757808671 0.00099748477805400022 0.8784809708595277 5.6250000000000009 5.9116524425917312e-05 0.51461192965507518 0.99766892194747936 1.0000000180025095e-35 7.6900000000000004 1.0000000180025095e-35 0.0089773964136838514 3.1150000000000007 3.1150000000000007 5.8950000000000005 1.0000000180025095e-35 0.0070173616986721008 1.0000000180025095e-35 2.6250000000000004 1.0000000180025095e-35 2.6250000000000004 1.0000000180025095e-35 1.0000000180025095e-35 5.7250000000000005 1.5000000000000002 3.6650000000000005 5.3550000000000013 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5.1029428504989491e-06 decision_type=2 2 2 8 2 2 2 2 8 2 2 10 10 8 2 2 2 10 2 10 2 2 10 10 10 10 2 2 2 2 left_child=1 4 5 7 29 8 17 11 9 12 -9 -3 -2 28 21 -5 -13 -4 24 -7 -21 22 -14 -11 -19 26 27 -26 -6 -1 right_child=2 3 6 15 13 19 -8 10 -10 23 -12 16 14 -15 -16 -17 -18 18 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.010131205260769041 0.0027315867557110929 -0.0016755264386031444 0.010348349540358775 -0.0017275909174452476 -0.0093003805672992393 0.0086620054087783345 0.010994150955408488 -0.0045031072863720503 0.0073620920626258357 0.0045278615927782616 -0.00060190683894471842 -0.0080992884327356195 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leaf_count=482063 1446 2268 5750 5375 25208 2166 138797 18662 1980 6115 10306 16532 6035 8780 666 4038 1946 1522 6538 3079 4458 89 317 2967 1507 814 113 181 43075 108387 internal_value=0 -0.0088274 0.0097883 -0.003162 -0.00971653 0.00399707 0.0107479 -0.00411666 0.00255245 0.00176599 -0.00275796 -0.00635113 -0.00138253 -0.00791772 -0.00290161 0.00038687 -0.00741891 0.00887469 0.00816195 0.00623525 0.00547908 -0.00398389 -0.00429928 0.00381361 0.00594301 0.00470587 0.00316074 0.00239347 -0.00838456 -0.010004 internal_weight=0 18184.8 16287.4 2466.8 15718 2315.29 13972.1 1943.89 1407.1 1209.35 1208.84 735.05 476.562 2166.1 348.05 522.911 598.394 1623.05 1093.96 908.193 692.433 297.104 288.583 732.783 385.119 236.427 153.149 140.126 1862.5 13551.9 internal_count=911180 726640 184540 59127 667513 29318 155222 49714 19615 17635 28968 20746 8553 77063 7107 9413 18478 16425 10675 9703 7537 6441 6352 9082 4137 2615 1801 1688 68283 590450 is_linear=0 shrinkage=0.01 Tree=223 num_leaves=31 num_cat=0 split_feature=1 3 0 0 3 5 3 3 3 1 1 1 5 4 3 3 5 5 1 3 5 3 3 3 3 3 3 1 5 4 split_gain=6542.92 1185.84 654.466 553.843 405.648 378.836 362.096 269.747 231.411 132.919 132.262 102.559 100.951 89.7729 86.1454 117.04 110.765 81.4634 78.8261 75.84 70.7747 60.8942 109.325 52.9363 124.572 47.4179 44.4833 43.2982 39.028 38.5511 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.90501253132832093 2.5000000000000004 0.90943267259056748 0.98089094449853953 0.25108695652173912 -9.4999999999999982 -118.49999999999999 -147.49999999999997 2.5000000000000004 24.500000000000004 0.33248299319727892 0.51234756097560985 1.5000000000000002 1.5000000000000002 -65.499999999999986 0.98004975124378124 1.5000000000000002 0.49341991341991348 0.35743321718931476 0.74478940512375169 0.75103305785123975 0.25108695652173912 0.49341991341991348 -80.499999999999986 2.5000000000000004 20.500000000000004 decision_type=8 2 2 2 2 10 2 2 2 10 10 10 10 8 2 2 8 10 10 2 10 2 2 2 2 2 2 10 10 8 left_child=1 10 4 5 12 8 18 -8 -2 -4 11 -1 25 -9 -10 16 -16 -17 -6 -19 26 22 -18 -7 -25 -3 -5 -27 -15 -12 right_child=3 2 9 20 6 23 7 13 14 -11 29 -13 -14 28 15 17 21 19 -20 -21 -22 -23 -24 24 -26 27 -28 -29 -30 -31 leaf_value=0.00097846601379484211 0.0073570715941066881 -0.0031426319372575289 0.00089182432255209988 0.0070992083940479523 -0.0070828126234839632 -0.0048553068598039947 -0.0072099056284187979 -0.0045332765837324497 -0.0032458864983186549 -0.0092326157488037061 0.00033650731705394727 -0.0066440725604573515 -0.0080198834665117184 0.003144805633133308 0.0032905424538445527 0.0031452324022160491 0.0083330485285711547 -0.0019188504197824949 0.01033265340248778 0.0076672512899899018 0.0044363599060383225 0.0092682060061906185 -0.0014255053788877047 0.0094437903097225832 -0.0052246148454242877 -0.0066663869521472923 0.0090768997690877581 -0.0052907994869463128 -0.0044589878508319294 0.0037189311093407534 leaf_weight=516.6348653268069 1870.5578718408942 626.17214880883694 2076.4715620707721 2130.8192690722644 28.758507527410984 527.8094755616039 881.25283904001117 262.89418267644942 191.05900951474905 138.30844850838184 409.02776569314301 268.11536137014627 2605.9791490882635 623.44632957689464 1415.8322682715952 3050.43612552993 308.25487860664725 610.84997436031699 269.93738460354507 95.422850558534265 576.43279779143631 717.84852908924222 182.92989530973136 98.446739347651601 140.56243046931922 4633.282482907176 2439.2435488533229 4520.8847764711827 75.697903556749225 1912.5135217849165 leaf_count=10901 28661 19510 47002 32617 1069 17663 35701 8786 5573 6195 8817 10106 109894 11911 28439 62842 4403 17397 3533 1373 10360 9731 4894 1334 4746 178845 32798 160615 2349 33115 internal_value=0 -0.00375133 -0.00480413 0.0051108 -0.00557607 0.00364257 -0.00155788 -0.00321297 0.00425378 0.000259574 0.00192328 -0.00162583 -0.00627094 0.000448329 0.00337059 0.00356868 0.00518882 0.00243666 0.00865589 -0.000623695 0.00773831 0.00741179 0.00469871 -0.00308724 0.000817231 -0.00580493 0.00815479 -0.00598704 0.00232153 0.00312299 internal_weight=0 19849.4 16743.1 14356.5 14528.3 9210.01 2141.99 1843.29 8443.19 2214.78 3106.29 784.75 12386.3 962.038 6572.63 6381.57 2624.87 3756.71 298.696 706.273 5146.5 1209.03 491.185 766.819 239.009 9780.34 4570.06 9154.17 699.144 2321.54 internal_count=911180 648349 585410 262831 532213 187056 63349 58747 163313 53197 62939 21007 468864 23046 134652 129079 47467 81612 4602 18770 75775 19028 9297 23743 6080 358970 65415 339460 14260 41932 is_linear=0 shrinkage=0.01 Tree=224 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 48 12 12 6 3 6 12 12 6 6 12 6 3 6 6 3 3 2 0 3 2 6 3 0 split_gain=39746.6 42.6861 4.8593 4.44412 1.62348 0.719021 0.67729 0.667929 0.530561 0.390598 0.304164 0.275534 0.257593 0.227302 0.2098 0.208476 0.179245 0.177768 0.167571 0.149345 0.141929 0.102142 0.0804708 0.0789397 0.0683102 0.0694496 0.0648648 0.063843 0.0609338 0.0599601 threshold=1.0000000180025095e-35 0.2688089013099671 0.0070173616986721008 0.98755538463592529 0.068259380757808671 0.00022280584380490002 1.0000000180025095e-35 0.068259380757808671 0.78322452306747448 8.5000000000000018 1.0000000180025095e-35 3.5000000000000004 0.8784809708595277 0.99999827146530174 4.5000000000000009 3.5000000000000004 0.0011766494717448501 4.5000000000000009 0.091229193341869366 3.5000000000000004 3.5000000000000004 0.51234756097560985 0.29429808733309276 0.091372912801484213 1.0000000180025095e-35 0.94146202170188464 0.034723896792862259 4.5000000000000009 0.26365441906653431 1.0000000180025095e-35 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=4 2 5 8 16 19 9 11 14 21 -7 22 -6 18 28 29 -1 -10 -8 -2 -12 -5 -4 -15 25 -24 -13 -20 -3 -9 right_child=1 3 7 6 12 10 13 15 17 -11 20 26 -14 23 -16 -17 -18 -19 27 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010243916165522267 0.013770309154843716 0.011585511705527947 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161.47782519459724 1987.2468064650893 103.5032467097044 762.40945401787758 62.155514940619469 24.130392454564571 162.50271113961935 422.9639895260334 338.79431623220444 120.64538452029228 leaf_count=669003 481 1804 708 75283 17675 551 5952 1319 7376 14780 853 203 3489 8186 1711 1042 51347 2541 5588 560 827 22397 615 7971 411 161 920 3772 2715 939 internal_value=0 0.0113432 0.0129052 0.0111741 -0.0102784 0.0135931 0.0111072 0.0124577 0.0116299 0.0110665 0.0133489 0.0127158 -0.0106564 0.0112379 0.011828 0.0121872 -0.0102545 0.0114864 0.0113223 0.0140663 0.0134964 0.0110403 0.0125223 0.0111489 0.0126449 0.0127773 0.0130067 0.0114001 0.0117203 0.0120332 internal_weight=0 16161 1578.68 14582.3 17940 622.184 12717 956.498 1865.23 9692.68 410.396 489.54 1068.81 3024.37 783.798 466.958 16871.2 1081.43 1551.78 211.788 317.206 8278.88 293.964 1472.59 189.789 127.634 195.575 994.735 546.668 305.083 internal_count=911180 169666 9590 160076 741514 3272 143929 6318 16147 112460 2231 3018 21164 31469 6230 3300 720350 9917 15312 1041 1680 97680 1895 16157 1187 776 1123 9360 4519 2258 is_linear=0 shrinkage=0.01 Tree=225 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 10 10 12 12 12 1 10 12 2 12 2 2 12 3 10 10 1 10 12 3 10 2 3 split_gain=39318.4 41.2133 4.67332 4.29845 1.57427 1.34141 1.30792 1.05943 1.01382 0.543821 0.413478 0.400138 0.348433 0.289124 0.249522 0.229995 0.17385 0.159972 0.149987 0.134552 0.1245 0.118965 0.10773 0.098202 0.0950349 0.0946986 0.0929103 0.0904456 0.085403 0.0776215 threshold=1.0000000180025095e-35 0.2688089013099671 0.0070173616986721008 0.98755538463592529 0.068259380757808671 2.6750000000000003 3.2950000000000004 2.7950000000000004 2.6750000000000003 0.068259380757808671 0.78322452306747448 0.00099748477805400022 -32.499999999999993 7.0450000000000008 0.8784809708595277 0.034723896792862259 0.0011766494717448501 0.012270400481782552 0.023937770392229853 0.00048551171494175006 1.0000000180025095e-35 3.2050000000000005 3.3550000000000004 -74.499999999999986 3.2950000000000004 0.068259380757808671 0.50155279503105599 4.495000000000001 0.023937770392229853 0.22271825396825398 decision_type=2 2 2 2 2 10 10 10 10 2 2 2 8 10 2 2 2 2 2 2 2 10 10 8 8 2 2 10 2 2 left_child=4 2 8 7 16 25 12 -3 19 15 18 20 24 27 21 -7 -1 -11 -9 -2 -10 -6 -17 -15 -5 -4 -14 -8 -13 -29 right_child=1 3 5 6 14 9 13 10 11 17 -12 28 26 23 -16 22 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.01024143316823586 0.013232711402057451 0.011258761001302757 0.011985795145438731 0.011343187617889839 -0.010790892354943092 0.012512558942953578 0.011263002752144907 0.011737360035955418 0.013473513887831547 0.012011532512757916 0.011615241144403024 0.013061626952639325 0.010996325565744251 0.011392671040596195 -0.010925306094257207 0.01262873067976477 -0.010351331755366081 0.012496451171599301 0.01209215907386247 0.012591586810064122 0.014099511450512931 -0.010499188892071609 0.013167570302486086 0.011064277120326023 0.011143838098844177 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0.0110391 0.0112807 -0.0106495 0.0129195 -0.0102519 0.0123634 0.0119798 0.0128128 0.014016 -0.0105641 0.0130755 0.011111 0.0111981 0.0117909 0.0110165 0.0113391 0.0134268 0.0113939 internal_weight=0 16021.3 1567.43 14453.9 17766.4 949.26 12604.3 1849.63 618.172 703.915 1266.07 473.333 9687.09 2917.19 1058.85 362.291 16707.5 341.624 550.555 144.839 274.86 808.392 261.891 746.788 1207.7 245.345 8479.39 2170.4 198.473 1261.73 internal_count=911180 169666 9590 160076 741514 6318 143929 16147 3272 4353 10171 2407 114317 29612 21164 2102 720350 2251 4080 865 1354 17675 1472 8485 12753 1965 101564 21127 1053 11888 is_linear=0 shrinkage=0.01 Tree=226 num_leaves=31 num_cat=0 split_feature=11 10 6 48 10 10 48 48 10 10 10 6 10 6 10 6 48 5 0 10 10 10 10 5 10 6 10 48 10 10 split_gain=38895.1 14.2122 2.65055 2.56975 2.32848 1.30069 1.29756 0.667684 0.662425 0.654503 0.403588 0.345646 0.296672 0.292294 0.289981 0.243311 0.239016 0.167348 0.16219 0.151808 0.149184 0.148999 0.141863 0.12623 0.109547 0.105092 0.104148 0.102921 0.10177 0.101125 threshold=1.0000000180025095e-35 3.3550000000000004 30.500000000000004 1.0000000180025095e-35 6.1150000000000011 3.3550000000000004 1.0000000180025095e-35 1.0000000180025095e-35 4.995000000000001 8.8850000000000016 3.3950000000000005 9.5000000000000018 7.0450000000000008 1.5000000000000002 4.2650000000000006 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 2.5750000000000006 5.2950000000000008 6.1250000000000009 5.5450000000000008 5.5000000000000009 4.535000000000001 4.5000000000000009 6.2550000000000008 1.0000000180025095e-35 2.2250000000000005 3.2950000000000004 decision_type=2 10 2 2 10 8 2 2 10 10 10 2 10 2 10 2 2 10 2 10 10 10 10 10 10 2 10 2 10 10 left_child=10 3 4 15 6 19 8 14 18 12 27 -7 21 20 -4 28 -11 -14 -3 -5 -8 -6 -9 -18 -20 -12 -23 -1 -2 -21 right_child=1 2 7 5 9 11 13 22 -10 16 25 -13 17 -15 -16 -17 23 -19 24 29 -22 26 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010506894933975098 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667.42831052094698 347.24726969748735 385.88807158917189 368.66154708713293 17.816909581422806 225.46693210303783 11.412141442298887 91.245634682476521 9658.4583000168204 288.22677551209927 1336.799688687548 1889.0410824194551 86.307774178683758 leaf_count=17629 66327 4862 1214 3178 1285 13638 5483 1405 1999 304 233965 1252 571 3960 912 17333 281 7779 3692 3079 3104 133 1576 102 809 444595 2674 45325 21925 789 internal_value=0 0.0113132 0.0117684 0.0111166 0.0116706 0.0114212 0.0118283 0.0123341 0.0115837 0.0113091 -0.0102728 0.0112353 0.0112455 0.0120148 0.0119336 0.0110405 0.0121386 0.0111234 0.011464 0.0117369 0.0119195 0.0114563 0.0125703 0.012538 0.0113215 -0.0102556 0.0115723 -0.0104061 0.0110163 0.0118538 internal_weight=0 15882.7 4790.77 11092 4084.76 2216.76 2843.94 706.007 1230.25 1240.82 17594.4 1395.34 1152.46 1613.69 261.866 8875.21 88.359 729.551 971.676 821.419 1074.66 422.914 444.141 55.5835 438.493 15583.7 306.044 2010.64 7303.41 472.196 internal_count=911180 169666 42145 127521 37038 21936 23909 5107 11362 13129 741514 14890 12442 12547 2126 105585 687 8350 9363 7046 8587 4092 2981 383 4501 678560 2807 62954 88252 3868 is_linear=0 shrinkage=0.01 Tree=227 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 10 10 12 12 12 1 10 12 12 12 6 3 3 3 3 10 6 3 10 6 12 6 10 split_gain=38477.2 38.5847 4.35936 4.01895 1.48234 1.24902 1.22016 0.987957 0.940047 0.507246 0.386637 0.372385 0.325429 0.269426 0.234803 0.163606 0.125702 0.120592 0.118111 0.115567 0.113249 0.14022 0.111823 0.108399 0.102968 0.0988937 0.0936977 0.0886913 0.0855465 0.0892585 threshold=1.0000000180025095e-35 0.2688089013099671 0.0070173616986721008 0.98755538463592529 0.068259380757808671 2.6750000000000003 3.2950000000000004 2.7950000000000004 2.6750000000000003 0.068259380757808671 0.78322452306747448 0.00099748477805400022 -32.499999999999993 7.0450000000000008 0.8784809708595277 0.0011766494717448501 0.00048551171494175006 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.96352549889135264 3.2050000000000005 30.500000000000004 1.0000000180025095e-35 3.3550000000000004 16.500000000000004 0.068259380757808671 3.5000000000000004 4.495000000000001 decision_type=2 2 2 2 2 10 10 10 10 2 2 2 8 10 2 2 2 2 2 2 2 2 10 2 2 10 2 2 2 10 left_child=4 2 8 7 15 27 12 -3 16 20 18 19 26 28 22 -1 -2 -14 -9 -10 -7 25 -6 -15 -11 -22 -5 -4 29 -8 right_child=1 3 5 6 14 9 13 10 11 24 -12 -13 17 23 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010236534887122473 0.013154614672944258 0.011230883132065314 0.011940443668345062 0.011134692075744626 -0.01077441006367524 0.012477906173699775 0.011178095282592898 0.011674200594329245 0.013386716437325495 0.01197929090448876 0.011577869016684211 0.013340832747134315 0.010977273687685972 0.01105571672212698 -0.010906088187652057 -0.010344179983636926 0.012530820369098493 0.011079206160394648 0.012017448444430373 0.013993547806338503 0.012585003806997832 0.012446883384258723 -0.010488998328539851 0.011567105961935574 0.012400290562722679 0.013124491287786451 0.011386747432523348 0.011557087544896979 0.011401733368337871 0.01133556600176094 leaf_weight=14823.907531468198 49.351772919297218 573.43614815175533 121.74621707201004 1013.8487039655447 176.56477005407214 67.174643598496914 648.14213562756777 132.80376855283976 36.206913277506828 74.660848453640938 703.4208191037178 195.98360159993172 6933.9012180715799 689.43484913557768 246.0647096671164 1560.5642024111003 93.518170014023781 1393.9542120173573 408.94016605615616 235.55885545909405 40.930737972259521 49.169032111763954 616.87056323327124 44.101242803037167 261.82503142207861 200.0500415712595 172.58707079291344 119.67115139961243 674.78913076967001 809.55771810561419 leaf_count=669003 274 5976 916 11136 2793 426 6931 1094 193 546 6091 1053 85669 8108 3489 51347 591 15895 2986 1161 254 313 14882 377 1705 1109 1617 1049 6327 7869 internal_value=0 0.0112987 0.012799 0.0111354 -0.01027 0.0123699 0.0110709 0.0115743 0.0134562 0.0125855 0.0117325 0.0136731 0.0110164 0.0112518 -0.0106362 -0.0102468 0.0127463 0.0109943 0.0119333 0.0139127 0.0128479 0.0129336 -0.0105525 0.0110865 0.0123069 0.0130329 0.0111714 0.0117504 0.0113086 0.0112655 internal_weight=0 15744.8 1545.85 14198.9 17424 935.228 12380.3 1818.6 610.619 693.81 1245.16 467.749 9514.29 2866.03 1039.5 16384.5 142.87 8327.86 541.744 271.766 357.324 290.15 793.435 733.536 336.486 240.981 1186.44 241.417 2132.49 1457.7 internal_count=911180 169666 9590 160076 741514 6318 143929 16147 3272 4353 10171 2407 114317 29612 21164 720350 865 101564 4080 1354 2102 1676 17675 8485 2251 1363 12753 1965 21127 14800 is_linear=0 shrinkage=0.01 Tree=228 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 10 10 12 12 12 1 10 12 2 12 12 2 2 10 10 2 10 1 10 12 10 10 2 split_gain=38063.7 37.2547 4.19448 3.88695 1.4373 1.20395 1.18046 0.954709 0.903526 0.488322 0.373368 0.331784 0.31484 0.260495 0.227493 0.206435 0.158685 0.145291 0.144359 0.135531 0.112842 0.108342 0.10356 0.0960999 0.0887495 0.0857503 0.0856583 0.0813907 0.0800594 0.0732666 threshold=1.0000000180025095e-35 0.2688089013099671 0.0070173616986721008 0.98755538463592529 0.068259380757808671 2.6750000000000003 3.2950000000000004 2.7950000000000004 3.1450000000000005 0.068259380757808671 0.78322452306747448 0.00099748477805400022 -32.499999999999993 7.0450000000000008 0.8784809708595277 0.034723896792862259 0.0011766494717448501 0.00025326936156485003 0.012270400481782552 0.023937770392229853 1.0000000180025095e-35 3.2050000000000005 0.012270400481782552 3.3550000000000004 -74.499999999999986 3.2950000000000004 0.068259380757808671 4.495000000000001 2.3350000000000004 0.023937770392229853 decision_type=2 2 2 2 2 10 10 10 10 2 2 2 8 10 2 2 2 2 2 2 10 10 2 10 8 8 2 10 10 2 left_child=4 2 8 7 16 26 12 -3 17 15 19 22 25 27 21 -7 -1 -2 -11 -9 -19 -6 -10 -17 -15 -5 -4 -8 -14 -13 right_child=1 3 5 6 14 9 13 10 11 18 -12 29 28 24 -16 23 -18 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010234128668144063 0.013274660441717323 0.01121719771382796 0.011917629892892452 0.011298028546038126 -0.010766177427846272 0.012421717405518753 0.011220838279462748 0.011677138395142204 0.013469717237729032 0.011940499698455717 0.011559822334334946 0.012971686729036921 0.010964391821715509 0.011345820969693821 -0.010896389022246536 0.012534270729174993 -0.010340656072140533 0.012390149706562279 0.012406638545551742 0.01201860325053909 0.012977409630657409 -0.010483933668305698 0.013998821384705358 0.013048688280211331 0.011029529727826268 0.011106152467771082 0.011539321805690943 0.011346614361081029 0.011034319175958224 0.013448519738655714 leaf_weight=14679.840605115518 51.981303378939629 568.41954319924116 120.76440291106701 319.97512654215097 174.94092302396894 98.180150136351585 884.91766694933176 170.04766703397036 45.309099361300468 91.526811823248863 697.50343580543995 42.559651628136635 6001.6401857212186 103.42784376442432 243.83208750933409 43.788281723856926 1545.5602119509131 73.701594457030296 242.36727683246136 367.32537823915482 58.843244582414627 611.02615774422884 201.52758684754372 212.79563974589109 623.58822412788868 856.01681965589523 118.66189946979284 1229.0827450752258 2251.4686669483781 132.68264305591583 leaf_count=669003 283 5976 916 3166 2793 630 9239 1402 238 678 6091 242 74969 1002 3489 275 51347 480 1573 2678 337 14882 992 1197 7483 9587 1049 11888 26595 700 internal_value=0 0.0112842 0.0127636 0.0111228 -0.0102673 0.012341 0.0110591 0.0115563 0.0134103 0.0125533 0.0117124 0.0136655 0.0110053 0.0112378 -0.0106295 0.0128117 -0.0102443 0.0128266 0.0122789 0.0119105 0.0126509 -0.0105468 0.0139017 0.0129609 0.0110745 0.0111584 0.0117301 0.011294 0.0109835 0.0133327 internal_weight=0 15608.1 1534.69 14073.4 17255.2 928.084 12270.1 1803.3 606.605 688.658 1234.88 422.079 9429.1 2841.02 1029.8 354.764 16225.4 184.526 333.894 537.373 132.545 785.967 246.837 256.584 727.016 1175.99 239.426 2114 8253.11 175.242 internal_count=911180 169666 9590 160076 741514 6318 143929 16147 3272 4353 10171 2172 114317 29612 21164 2102 720350 1100 2251 4080 817 17675 1230 1472 8485 12753 1965 21127 101564 942 is_linear=0 shrinkage=0.01 Tree=229 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 1 12 12 12 6 6 6 12 6 6 6 12 6 6 12 1 1 1 1 0 6 1 1 0 1 split_gain=37655 35.972 4.03597 3.75938 1.39363 0.739479 0.595159 0.557909 0.448196 0.316598 0.241788 0.230082 0.220415 0.177006 0.175365 0.171239 0.153912 0.150421 0.123268 0.0953738 0.0877712 0.0859492 0.074364 0.081249 0.0701373 0.0699335 0.0659686 0.0626736 0.048463 0.0479856 threshold=1.0000000180025095e-35 0.2688089013099671 0.0070173616986721008 0.98755538463592529 0.068259380757808671 -32.499999999999993 0.00022280584380490002 0.068259380757808671 0.78322452306747448 6.5000000000000009 3.5000000000000004 3.5000000000000004 0.8784809708595277 4.5000000000000009 3.5000000000000004 30.500000000000004 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159.714 101.918 101.845 72.0865 69.097 63.8204 60.4986 58.4462 103.579 58.0711 55.2335 53.225 52.1006 69.4656 42.6607 40.6915 97.2292 32.3311 30.4137 threshold=3.3550000000000004 2.5750000000000006 1.0000000180025095e-35 1.0000000180025095e-35 6.2150000000000007 4.495000000000001 8.4800000000000022 0.98843892007484635 1.0000000180025095e-35 0.90501253132832093 0.90943267259056748 8.1200000000000028 5.3550000000000013 0.22271825396825398 1.0000000180025095e-35 2.9750000000000005 9.7700000000000014 4.205000000000001 8.7300000000000022 8.8850000000000016 3.7350000000000008 4.4750000000000005 2.5750000000000006 7.035000000000001 6.9850000000000012 1.0000000180025095e-35 9.7700000000000014 6.8250000000000011 0.40078740157480325 0.99938118811881205 decision_type=10 10 2 2 10 10 10 2 2 2 2 10 10 2 2 10 10 10 10 10 10 10 8 10 10 2 10 10 2 2 left_child=1 22 3 12 5 8 9 14 20 11 -11 13 -2 -6 -7 -3 18 -5 -8 -20 -4 -10 -1 24 28 -17 27 -19 -15 -22 right_child=2 15 4 17 6 7 16 -9 21 10 -12 -13 -14 23 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148.52237938717008 178.9354876447469 481.50645719468594 96.997383875772357 866.69347929023206 1125.126556865871 739.06588085368276 1084.1468072552234 77.039832828566432 344.98817818798125 1560.6452337671071 80.923041289672256 5949.6503902841359 456.71553009562194 65.957386150956154 580.19755368307233 143.6318478975445 70.177963335067034 437.47860221192241 82.648632170632482 leaf_count=45762 10890 29542 20433 4785 1251 418957 7640 13200 11562 3228 4454 2938 7093 2232 28327 24960 36112 32335 1169 12976 56994 1116 78364 18938 964 9773 6853 962 15536 1834 internal_value=0 0.00786283 -0.00507937 -0.000946863 -0.00567957 -0.00625902 -0.00297964 -0.00709309 -0.00306229 0.000107126 0.00575805 -0.00157489 0.00329659 -0.0029516 -0.00736652 0.00438325 -0.00698029 -0.00362192 -0.00450717 -0.00255077 -0.00423141 0.00171343 0.00918226 -0.00379639 -0.00186021 0.00294993 -0.00446368 -0.00383911 -0.00305508 -0.00526309 internal_weight=0 12582.1 19677.9 2495.55 17182.4 14146.4 3036.04 11219.1 2927.23 1713.76 393.099 1320.66 964.91 1141.73 10699.3 3459.3 1322.28 1530.64 583.215 422.028 2351.56 575.676 9122.8 1057.15 600.433 1705.32 1297.96 1154.32 534.476 1643.29 internal_count=911180 188401 722779 62918 659861 552423 107438 460484 91939 49541 7682 41859 17983 38921 447284 64275 57897 44935 21785 14145 79261 12678 124126 37670 18732 34733 40150 33297 17768 58828 is_linear=0 shrinkage=0.01 Tree=231 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 48 6 6 6 6 12 6 12 12 12 6 12 6 6 12 12 6 29 19 12 19 5 48 split_gain=37069.7 35.139 4.63689 2.98428 1.36023 0.658919 0.643347 0.558833 0.333932 0.283992 0.261897 0.223705 0.21441 0.199374 0.195113 0.170428 0.151594 0.123288 0.101377 0.0904154 0.0650606 0.0594129 0.0577677 0.04519 0.0442875 0.0424904 0.0404851 0.0403699 0.040147 0.0392381 threshold=1.0000000180025095e-35 0.3781151175498963 0.0089773964136838514 0.98755538463592529 0.068259380757808671 0.00022280584380490002 0.068259380757808671 1.0000000180025095e-35 8.5000000000000018 4.5000000000000009 2.5000000000000004 4.5000000000000009 0.8784809708595277 3.5000000000000004 0.99999827146530174 0.78322452306747448 0.0011766494717448501 1.5000000000000002 0.78322452306747448 30.500000000000004 29.500000000000004 0.0011766494717448501 0.0011766494717448501 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 0.3781151175498963 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 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 10 2 left_child=4 2 5 9 16 17 13 8 24 15 21 -8 26 -4 19 -3 23 -2 -11 20 -9 -7 -12 -1 25 -5 -6 -10 -13 -17 right_child=1 3 6 7 12 10 11 14 27 18 22 28 -14 -15 -16 29 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010251219513383224 0.013439184652931759 0.011566048134814631 0.012329077929278122 0.010963034385770445 -0.010477941331653999 0.013076724348391099 0.011862373399917664 0.011222473111909378 0.011129923100745133 0.011883747376081347 0.0135577778040779 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leaf_count=231362 402 3639 1757 96483 11761 421 3194 12085 14522 1366 387 1028 3489 1018 16157 3423 51347 639 2541 1916 1311 966 700 437641 803 394 5914 258 303 3953 internal_value=0 0.0112526 0.0126226 0.0110847 -0.0102611 0.0132922 0.0122074 0.0110303 0.0109921 0.0114882 0.0130716 0.0119963 -0.0106172 0.0125035 0.0111524 0.0114033 -0.0102385 0.0137602 0.0116953 0.0112328 0.0112009 0.0128435 0.0133362 -0.0102284 0.0109671 0.0109647 -0.0105359 0.0111381 0.0122742 0.0113118 internal_weight=0 15269.9 1667.88 13602 16843.8 638.369 1029.51 11987 9132.06 1614.96 433.893 601.052 1008.84 428.458 2854.98 1145.15 15835 204.476 469.803 1468.01 1260.08 233.021 200.872 14322.7 7795.21 7719.26 769.672 1336.84 195.492 733.263 internal_count=911180 169666 10815 158851 741514 3515 7300 143929 112460 14922 2474 4525 21164 2775 31469 11015 720350 1041 3907 15312 13396 1387 1087 669003 97680 96877 17675 14780 1331 7376 is_linear=0 shrinkage=0.01 Tree=232 num_leaves=31 num_cat=0 split_feature=11 10 6 48 10 10 48 10 10 48 10 6 10 29 6 10 48 29 6 5 10 10 10 10 0 5 10 10 6 48 split_gain=36672.5 12.5906 2.27818 2.13562 2.04296 1.10457 1.10151 0.574568 0.573542 0.568139 0.367452 0.284733 0.258918 0.253918 0.249621 0.248857 0.201887 0.194325 0.175783 0.146467 0.131219 0.12918 0.125393 0.123994 0.119089 0.108456 0.0916906 0.0908067 0.0905256 0.0896992 threshold=1.0000000180025095e-35 3.3550000000000004 30.500000000000004 1.0000000180025095e-35 6.1150000000000011 3.3550000000000004 1.0000000180025095e-35 4.995000000000001 8.8850000000000016 1.0000000180025095e-35 3.3950000000000005 9.5000000000000018 7.0450000000000008 1.0000000180025095e-35 1.5000000000000002 4.2650000000000006 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 2.5750000000000006 6.1250000000000009 5.2950000000000008 5.955000000000001 1.0000000180025095e-35 5.5000000000000009 4.535000000000001 6.2550000000000008 4.5000000000000009 1.0000000180025095e-35 decision_type=2 10 2 2 10 8 2 10 10 2 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7247 4586 6239 68283 8295 138797 15065 108387 12924 4827 6210 is_linear=0 shrinkage=0.01 Tree=234 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 1 12 12 12 6 6 6 12 6 6 6 12 6 6 12 2 2 1 1 2 1 2 1 2 2 split_gain=35973.9 33.7551 3.80369 3.49713 1.32438 0.660552 0.572335 0.520196 0.413659 0.291221 0.227693 0.214048 0.210031 0.16353 0.160323 0.150658 0.145719 0.138691 0.116184 0.0899369 0.0922716 0.0848183 0.0824439 0.0799445 0.0798819 0.0684688 0.0611192 0.0589476 0.0578431 0.0531064 threshold=1.0000000180025095e-35 0.2688089013099671 0.0070173616986721008 0.98755538463592529 0.068259380757808671 -32.499999999999993 0.00022280584380490002 0.068259380757808671 0.78322452306747448 6.5000000000000009 3.5000000000000004 3.5000000000000004 0.8784809708595277 4.5000000000000009 3.5000000000000004 30.500000000000004 0.0011766494717448501 4.5000000000000009 1.5000000000000002 0.99999827146530174 0.96213569039656011 0.88956639566395668 -390.49999999999994 -2.4999999999999996 0.055738304093567205 -3.4999999999999996 1.0000000180025095e-35 -385.49999999999994 0.047905909351692456 0.091372912801484213 decision_type=2 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 8 2 8 2 10 2 2 left_child=4 2 6 8 16 15 18 11 13 -7 21 22 -6 -3 27 19 -1 23 -2 20 -5 25 -4 -10 -24 26 -8 -9 -29 -21 right_child=1 3 7 5 12 9 10 14 17 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 29 -22 -23 24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.010221642013162106 0.013384768661423055 0.011560719823235545 0.011972492248721298 0.0112146595076381 -0.010527026383678067 0.010932114975437439 0.012727144416957581 0.011600238653861976 0.011350370033853171 0.011087255105959409 0.013324543220062629 0.012732302929835971 -0.010868303899519281 0.011886098998763773 0.012249912096722517 0.011373275401777362 -0.01032606325212173 0.011532883511378827 0.013880661316397574 0.010973847864739025 0.011006870118032992 0.012354136367246396 0.012126623426875682 0.011129276730823635 0.012529734212789183 0.012445014733586937 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6230 3300 28977 720350 9917 1041 1680 26652 13770 1895 7376 1413 12882 98471 853 877 560 is_linear=0 shrinkage=0.01 Tree=236 num_leaves=31 num_cat=0 split_feature=12 12 12 12 1 10 1 10 12 12 12 10 10 10 10 10 10 1 10 10 10 1 5 5 12 10 12 5 12 10 split_gain=25794.7 842.595 811.542 78.0115 76.8758 91.322 76.207 171.765 60.7077 55.8917 33.9544 26.3603 21.4059 18.9011 17.9832 15.7453 15.2345 45.7844 29.7132 14.074 13.3446 11.0751 9.76883 8.93964 8.79995 8.69433 7.1057 6.89103 6.51894 6.00756 threshold=0.068259380757808671 0.00099748477805400022 0.8784809708595277 5.9116524425917312e-05 -390.49999999999994 2.4350000000000005 -380.49999999999994 3.0250000000000004 0.99766892194747936 0.0070173616986721008 0.51461192965507518 5.8950000000000005 1.3750000000000002 3.8350000000000004 3.9650000000000003 5.9350000000000014 2.6250000000000004 -4.4999999999999991 3.9350000000000005 5.7250000000000005 5.6250000000000009 -351.49999999999994 1.5000000000000002 2.5000000000000004 5.1029428504989491e-06 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67.6543 51.7863 49.9628 49.1246 43.865 42.8489 39.7252 37.3052 threshold=3.5000000000000004 0.98936170212765973 2.5000000000000004 0.49844720496894418 0.091372912801484213 1.5000000000000002 0.50144508670520238 0.66522988505747138 0.028778467908902653 1.0000000180025095e-35 28.500000000000004 1.5000000000000002 2.5000000000000004 0.012270400481782552 0.087337909992372217 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 0.25092592592592594 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 0.066767983789260368 0.24494897959183673 1.0000000180025095e-35 0.23845060412224586 2.5000000000000004 0.23845060412224586 4.5000000000000009 decision_type=2 2 10 2 2 10 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 10 2 2 2 2 10 2 10 left_child=2 5 3 4 12 13 25 -8 -4 21 17 -9 14 -2 15 -1 20 18 24 -19 23 22 26 -15 -7 -5 -6 -12 -11 -10 right_child=1 -3 8 6 9 10 7 11 29 28 27 -13 -14 16 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 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7368.9 1884.19 248.824 1635.37 6905.7 2755.08 2108.76 6458.96 137.097 3095.71 1519.79 3137.67 809.893 867.998 internal_count=911180 525099 386081 345935 193820 514431 152115 98736 40146 99000 223667 62855 94820 290764 88261 84660 278936 73097 6939 66158 265307 82425 60310 244547 2586 53379 40268 150570 16575 31646 is_linear=0 shrinkage=0.01 Tree=238 num_leaves=31 num_cat=0 split_feature=12 12 12 12 1 1 12 12 12 12 12 1 5 1 12 5 12 5 12 0 0 12 12 2 12 5 2 5 0 2 split_gain=25394.5 842.553 811.931 79.1478 76.4805 74.8949 61.7108 54.9265 33.5251 33.3753 16.6068 15.6526 10.8078 10.7394 10.0408 9.33302 8.99616 8.73293 8.50232 7.67481 6.06755 5.80843 5.72742 5.22511 5.207 4.5082 4.40846 3.70872 3.52983 3.43829 threshold=0.068259380757808671 0.00099748477805400022 0.8784809708595277 5.9116524425917312e-05 -390.49999999999994 -380.49999999999994 0.99766892194747936 0.0070173616986721008 0.51461192965507518 0.3781151175498963 0.015218299813568552 -351.49999999999994 1.5000000000000002 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3999 13466 5872 4338 3212 5785 25483 5802 2626 3550 3457 108387 8448 4483 1466 1440 5418 125331 10571 4315 1636 532 344 1755 26788 internal_value=0 -0.0087199 0.00958577 -0.00964647 -0.00302449 0.00385168 0.0105674 -0.00193574 0.00512713 0.00106668 -0.00616888 -0.00776519 -0.00013177 0.00863464 -0.00720643 0.00391268 -0.00995284 -0.00377056 0.00754459 0.00324671 -0.00124491 0.000587705 0.0108266 -0.00309241 0.00451131 0.007036 -0.00208719 0.00219062 -0.00366257 -0.00647942 internal_weight=0 15966 14425.1 13732 2234.01 2108.45 12316.6 1659.43 1446.16 662.295 574.58 1923.14 836.75 1456.64 1389.96 883.843 11808.9 822.678 557.75 340.846 321.449 597.352 10860 573.997 659.896 562.312 233.637 227.94 422.953 802.665 internal_count=911180 726640 184540 667513 59127 29318 155222 41406 17745 11573 17721 77063 17092 16425 55821 11771 590450 24314 7109 5022 6551 11290 138797 15866 8314 5974 5111 3556 12326 30338 is_linear=0 shrinkage=0.01 Tree=239 num_leaves=31 num_cat=0 split_feature=11 10 6 10 10 10 10 10 2 6 10 10 6 2 2 2 2 6 3 3 10 6 10 10 10 6 10 10 10 10 split_gain=34527.5 11.7847 2.22441 1.88128 0.645812 0.559622 0.558093 0.40935 0.408319 0.359328 0.351476 0.24357 0.207133 0.20016 0.169507 0.230909 0.139043 0.11558 0.114997 0.111968 0.0939955 0.0876706 0.0875542 0.147932 0.0824161 0.067741 0.176461 0.066642 0.0648998 0.123112 threshold=1.0000000180025095e-35 3.3550000000000004 30.500000000000004 6.1150000000000011 2.5450000000000004 4.5750000000000011 8.8850000000000016 4.0550000000000006 0.21089696071163824 9.5000000000000018 3.3950000000000005 7.0450000000000008 1.5000000000000002 0.7003401360544218 0.20701970443349751 0.055738304093567205 0.77442071785552036 8.5000000000000018 0.8238526179702651 0.20112359550561798 4.995000000000001 4.5000000000000009 7.0550000000000006 8.1200000000000028 5.2950000000000008 2.5000000000000004 6.9850000000000012 4.0250000000000012 4.4750000000000005 3.8350000000000004 decision_type=2 10 2 10 10 10 10 10 2 2 10 10 2 2 2 2 2 2 2 2 10 2 10 10 10 2 10 10 10 10 left_child=10 4 3 5 9 12 11 -4 14 -2 -1 16 28 20 15 -7 25 -6 -8 -9 -10 -12 -13 -24 -15 -5 -27 -14 29 -3 right_child=1 2 7 6 17 8 18 19 13 -11 21 22 27 24 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.010376350320797064 0.010918587267176252 0.01129712622048658 0.011689269165423895 0.01129019021625732 0.011092245693344795 0.01156234512045055 0.011637236056754459 0.011792527988258616 0.011842771258402692 0.011149717076730885 -0.010261219399245999 0.010830087285003839 0.011603130142898575 0.011859007757895073 0.011136066159834019 0.01205577851921168 0.011026334845200126 0.011258404073084857 0.012391937614504389 0.012324578993338055 0.01208265011540186 -0.010209613690008902 0.011438525374647525 0.010979158901160078 0.011456114378711175 0.011954019188840039 0.011179121946252485 0.011950635997789219 0.011181524306557736 0.011584407470745642 leaf_weight=1841.7491681464016 6872.997900955379 325.83249580860138 153.1882708594203 145.07732377946377 1812.260538905859 552.57034497708082 46.832382030785084 43.243629515171051 258.69411600381136 745.60499473661184 5332.462176322937 225.1407835483551 164.57812157273293 92.958134137094021 71.923550307750702 114.48828783631325 121.28407634049654 544.39290398359299 35.49023250490427 463.54011940211058 443.2236829996109 8603.108707441017 88.237695038318634 341.12422260642052 111.88152391463518 66.572038881480694 52.612364336848259 83.024687193334103 129.09967409074306 275.13142105191946 leaf_count=62954 91181 3489 1381 1515 21809 5069 441 376 2166 8597 233965 3195 1529 765 793 901 1473 5934 246 3350 3406 444595 865 4290 1072 541 563 670 1466 2583 internal_value=0 0.0111762 0.0116069 0.0115126 0.010986 0.0116592 0.01117 0.0121423 0.0117718 0.0109412 -0.0102465 0.0111073 0.0114697 0.011914 0.0115973 0.011647 0.0113067 0.0111306 0.0119626 0.0122792 0.0119942 -0.0102294 0.0109898 0.0110736 0.011639 0.0114353 0.011612 0.0117197 0.0113849 0.0114286 internal_weight=0 14381 4405.75 3745.78 9975.26 2623.41 1122.37 659.972 1645.74 7618.6 15777.3 1040.05 977.666 906.757 738.982 667.059 385.546 2356.65 82.3226 506.784 701.918 13935.6 654.503 429.362 204.84 264.262 119.184 247.603 730.064 600.964 internal_count=911180 169666 42145 37038 127521 23909 13129 5107 14172 99778 741514 12442 9737 7409 6763 5970 4092 27743 687 3726 5572 678560 8350 5155 1837 2619 1104 2199 7538 6072 is_linear=0 shrinkage=0.01 Tree=240 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 10 10 12 12 12 1 10 12 2 2 12 12 10 2 10 10 2 12 3 1 10 10 3 split_gain=34159.5 32.1777 3.8068 3.12959 1.29505 0.942254 0.925726 0.896923 0.840975 0.422487 0.322785 0.263528 0.224018 0.210169 0.20766 0.18223 0.14249 0.1393 0.13122 0.122656 0.114001 0.0979993 0.0978502 0.0902456 0.0770213 0.0692774 0.0673611 0.0656215 0.0650451 0.0606591 threshold=1.0000000180025095e-35 0.18897357583045957 0.98755538463592529 0.0070173616986721008 0.068259380757808671 3.2950000000000004 2.9750000000000005 2.7650000000000001 3.1450000000000005 0.78322452306747448 0.00017857718921725002 0.068259380757808671 -32.499999999999993 7.0450000000000008 0.8784809708595277 0.034723896792862259 0.023937770392229853 0.00099748477805400022 0.00025326936156485003 2.9750000000000005 0.034723896792862259 3.1450000000000005 1.0000000180025095e-35 0.012270400481782552 0.3781151175498963 0.50155279503105599 -74.499999999999986 3.2950000000000004 4.495000000000001 0.22271825396825398 decision_type=2 2 2 2 2 10 10 10 10 2 2 2 8 10 2 2 2 2 2 8 2 10 10 2 2 2 8 8 10 2 left_child=4 3 7 8 17 12 19 -3 18 16 -10 15 27 28 21 -8 -9 -1 -2 -5 -12 -6 -20 -13 -18 -14 -15 -4 -7 -30 right_child=1 2 5 6 14 13 11 9 10 -11 20 23 25 26 -16 -17 24 -19 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.010210154879973477 0.013045511343112309 0.011098639967014701 0.011154445345818546 0.011909878167637175 -0.010736861977335421 0.01109254596295677 0.01224228027073508 0.011549733969698607 0.0138211109338672 0.011408997261452711 0.012874165117796758 0.011808231394653734 0.010853022203115768 0.011201122386104474 -0.010857444831652558 0.012780894115648962 0.012072660003926108 -0.010311786097585027 0.012189468613922011 0.011450886229540038 0.013352360722990324 -0.01045542574917621 0.012750258202712415 0.012292746486731046 0.01178336252359493 0.010921476670428308 0.010912679655990605 0.010978470176033029 0.011104661643121034 0.01126096158025104 leaf_weight=13149.229984467849 50.006702944636345 542.83501719683409 291.71283765137196 122.47236008942127 157.17041359841824 809.16212334483862 86.834912240505219 189.33893010765314 143.5258354395628 651.54170402884483 66.545823082327843 51.646430544555187 5430.6690398827195 94.554149694740772 233.48176094517112 227.08830270171165 139.11620572954416 1502.7708775680512 69.64625758677721 110.97705417126417 198.74980591982603 581.45803835615516 56.239346385002136 150.36557210981846 271.88789496570826 2031.3884973526001 563.29182193428278 774.56887216120958 368.43211300671101 761.51634575426579 leaf_count=665764 283 6209 3166 931 2600 9239 585 1657 721 6151 386 401 75187 1002 3489 1348 995 54586 480 1025 1065 15075 337 1005 2158 26377 7483 9587 4158 7730 internal_value=0 0.0111634 0.0110108 0.012642 -0.010244 0.0109418 0.0122142 0.0114381 0.0131903 0.0115853 0.0134391 0.0124506 0.010891 0.0111086 -0.0105975 0.0126319 0.0117767 -0.0102206 0.0126121 0.0116917 0.0132324 -0.0105153 0.01244 0.0121689 0.0118813 0.0108717 0.0109541 0.0110266 0.011161 0.01121 internal_weight=0 14254.1 12920 1334.1 15624.1 11125.3 749.385 1794.72 584.714 1251.88 408.821 515.935 8528.34 2596.96 972.11 313.923 600.343 14652 175.892 233.449 265.296 738.628 125.886 202.012 411.004 7462.06 657.846 1066.28 1939.11 1129.95 internal_count=911180 169666 161099 8567 741514 143929 5295 17170 3272 10961 2172 3339 114317 29612 21164 1933 4810 720350 1100 1956 1451 17675 817 1406 3153 101564 8485 12753 21127 11888 is_linear=0 shrinkage=0.01 Tree=241 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 1 12 12 3 12 3 3 12 3 12 3 1 1 3 3 1 12 3 3 12 3 3 1 1 split_gain=33795.2 31.0809 3.68306 3.01283 1.2558 0.564214 0.550122 0.498008 0.322596 0.227927 0.201221 0.178974 0.150018 0.13512 0.123604 0.120656 0.113407 0.0959218 0.0946829 0.101258 0.0808948 0.0794693 0.0767768 0.0743497 0.0726911 0.0722101 0.0502176 0.0480357 0.0476409 0.040712 threshold=1.0000000180025095e-35 0.18897357583045957 0.98755538463592529 0.0070173616986721008 0.068259380757808671 0.00022280584380490002 -32.499999999999993 0.78322452306747448 0.068259380757808671 1.0000000180025095e-35 0.8784809708595277 0.50155279503105599 1.0000000180025095e-35 0.00099748477805400022 1.0000000180025095e-35 0.99999827146530174 0.091229193341869366 -4.4999999999999991 -390.49999999999994 0.9566262541806021 1.0000000180025095e-35 -2.4999999999999996 0.3781151175498963 0.25108695652173912 0.90501253132832093 0.0011766494717448501 1.0000000180025095e-35 0.51234756097560985 -7.4999999999999991 -92.499999999999986 decision_type=2 2 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 8 10 2 2 8 2 2 2 2 2 2 8 10 left_child=4 3 7 5 13 20 15 14 12 -7 -6 -8 -5 -1 -3 16 -4 25 -14 29 -2 26 -16 -10 -17 -11 -9 -23 -22 -20 right_child=1 2 6 8 10 9 11 21 23 17 -12 -13 18 -15 22 24 -18 -19 19 -21 28 27 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010208022450057155 0.01305988457134546 0.011393925015686084 0.011003503295647712 0.012004980511903747 -0.010509962515875505 0.012468533765166765 0.010863186346210647 0.011183199024198889 0.011679933160106475 0.013321653274026799 -0.01084830938420612 0.010962190037295004 0.012086398700252396 -0.010308604064462662 0.011831801918928683 0.011038861686373793 0.011190799078492361 0.012507841242212771 0.012791489272315833 0.012121881344832755 0.013717787420588021 0.011052335823128224 0.011594501619526383 0.012031207664612339 0.010860224651012407 0.01298353425814926 0.011380963754343125 0.011334662670116923 0.013204106714419923 0.012517797112433783 leaf_weight=13021.09885061346 26.074772238731384 212.64835529774427 502.94681818783283 95.458953112363815 731.64929935336113 85.557384893298149 5923.5083221197128 175.42880991846323 84.2971445992589 102.86436650156975 231.35226354375482 2639.6132968142629 59.019708655774593 1488.2750129401684 204.67309568822384 720.7433725297451 904.99386964738369 28.937359265983105 82.351664178073406 51.324367567896843 153.1692319214344 215.65898914635181 408.39852587878704 211.25570025295019 333.0538607314229 163.64816988259554 478.93418595939875 83.63564021140337 20.467417418956757 159.83928548544645 leaf_count=665764 147 2033 6145 707 17675 551 81567 1871 711 555 3489 33385 447 54586 1638 8562 9664 187 487 359 780 2617 3582 1566 4606 938 4562 867 114 1018 internal_value=0 0.0111506 0.0109997 0.012609 -0.0102415 0.0131487 0.0109316 0.0114219 0.0121875 0.012923 -0.0105912 0.0108937 0.0123566 -0.0102183 0.0116017 0.0110633 0.0111239 0.0130547 0.0124519 0.0125254 0.0135792 0.0112662 0.0116737 0.011931 0.0109824 0.013114 0.0113279 0.0111312 0.0136572 0.0126109 internal_weight=0 14128.5 12804.2 1324.27 15472.4 580.719 11024.9 1779.38 743.547 381.007 963.002 8563.12 447.994 14509.4 825.72 2461.74 1407.94 295.45 352.535 293.515 199.711 953.658 613.072 295.553 1053.8 266.513 654.363 299.295 173.637 242.191 internal_count=911180 169666 161099 8567 741514 3272 143929 17170 5295 2231 21164 114952 3018 720350 7253 28977 15809 1680 2311 1864 1041 9917 5220 2277 13168 1493 6433 3484 894 1505 is_linear=0 shrinkage=0.01 Tree=242 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 10 10 12 12 2 1 10 12 12 2 12 10 12 10 2 6 6 10 12 6 6 10 2 split_gain=33435.2 30.0276 3.56416 2.90027 1.21788 0.883979 0.863546 0.840024 0.780418 0.394678 0.298339 0.247601 0.209733 0.197033 0.194957 0.193201 0.133186 0.131066 0.123775 0.121664 0.0921463 0.0920174 0.0920144 0.0770249 0.0723337 0.0718326 0.0663546 0.0663408 0.0641854 0.0622864 threshold=1.0000000180025095e-35 0.18897357583045957 0.98755538463592529 0.0070173616986721008 0.068259380757808671 3.2950000000000004 3.0250000000000004 2.7650000000000001 3.1450000000000005 0.78322452306747448 0.00099748477805400022 0.034723896792862259 -32.499999999999993 7.0450000000000008 0.8784809708595277 0.068259380757808671 0.023937770392229853 0.00099748477805400022 3.0250000000000004 0.00085471442434935016 3.1450000000000005 0.012270400481782552 3.5000000000000004 30.500000000000004 3.1450000000000005 0.3781151175498963 3.5000000000000004 7.5000000000000009 4.495000000000001 0.028778467908902653 decision_type=2 2 2 2 2 10 10 10 10 2 2 2 8 10 2 2 2 2 8 2 10 2 2 2 8 2 2 2 10 2 left_child=4 3 7 8 17 12 18 -3 19 16 21 -8 27 26 20 -13 -9 -1 -5 -2 -6 -10 -14 -15 -21 -18 28 -4 -7 -12 right_child=1 2 5 6 14 13 11 9 10 -11 29 15 22 23 -16 -17 25 -19 -20 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010205912048792161 0.012824061485100459 0.011074299806734911 0.010967293157531597 0.011875145480966338 -0.010721491603633419 0.011016432660628574 0.012039575532011853 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267.4696995690465 606.55492275953293 185.29718635231256 723.52633021771908 125.07583562284708 leaf_count=665764 489 6209 10776 991 2600 6931 1007 1657 238 6151 249 1322 85669 8108 3489 950 995 54586 1025 278 15075 992 15895 377 333 2158 6327 1977 7869 693 internal_value=0 0.0111379 0.0109888 0.0125766 -0.0102391 0.0109215 0.0121613 0.0114059 0.0131079 0.0115495 0.0133489 0.0123972 0.0108718 0.0110844 -0.0105851 0.0125357 0.011736 -0.0102161 0.0116652 0.0125465 -0.0105047 0.0135768 0.0108529 0.0109335 0.0122935 0.0118378 0.0111356 0.0110042 0.0110953 0.0130244 internal_weight=0 14003.8 12689.3 1314.45 15322.1 10925.2 737.725 1764.13 576.723 1231.01 403.474 499.955 8373.91 2551.3 953.971 360.413 590.565 14368.1 237.771 173.249 724.731 237.022 7326.69 646.012 90.6354 404.408 1905.28 1047.23 1298.73 166.452 internal_count=911180 169666 161099 8567 741514 143929 5295 17170 3272 10961 2172 3279 114317 29612 21164 2272 4810 720350 2016 1100 17675 1230 101564 8485 611 3153 21127 12753 14800 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internal_count=911180 169666 161099 8567 741514 5295 143929 17170 3272 10961 2172 3279 21164 29612 114317 720350 1100 2016 4810 98367 17675 15950 8485 1451 611 21127 1896 14800 727 6209 is_linear=0 shrinkage=0.01 Tree=245 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 1 12 6 6 6 12 6 12 12 6 12 6 6 2 12 2 1 2 1 1 1 2 12 2 split_gain=32456.9 28.7474 3.34609 2.8129 1.1825 0.531203 0.486332 0.456899 0.302073 0.2341 0.203448 0.190524 0.167903 0.160983 0.125708 0.118053 0.113663 0.111136 0.106141 0.070852 0.0700033 0.0699071 0.0594171 0.0647236 0.055608 0.0531397 0.0521713 0.0518122 0.0488816 0.0440703 threshold=1.0000000180025095e-35 0.18897357583045957 0.98755538463592529 0.0070173616986721008 0.068259380757808671 0.00022280584380490002 -32.499999999999993 0.78322452306747448 3.5000000000000004 6.5000000000000009 3.5000000000000004 0.8784809708595277 4.5000000000000009 0.068259380757808671 0.00099748477805400022 30.500000000000004 0.068259380757808671 4.5000000000000009 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7063.12 623.036 389.824 88.7457 1839.81 1010.38 163.354 1253.86 internal_count=911180 169666 161099 8567 741514 143929 5295 17170 3272 10853 2172 3279 114317 21164 2272 29612 720350 4762 1100 2016 17675 1230 101564 8485 3119 611 21127 12753 942 14800 is_linear=0 shrinkage=0.01 Tree=247 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 48 12 3 12 3 0 12 12 0 3 2 0 3 2 0 0 19 12 3 12 3 3 2 split_gain=31770.9 26.838 3.13376 2.60854 1.11211 0.491823 0.427278 0.349752 0.278243 0.195772 0.178888 0.13407 0.13355 0.129877 0.118283 0.109521 0.0935462 0.0915294 0.0852757 0.07919 0.0785028 0.0773782 0.0732832 0.0638942 0.0619191 0.0597749 0.0566073 0.0516983 0.0465804 0.0425413 threshold=1.0000000180025095e-35 0.18897357583045957 0.98755538463592529 0.0070173616986721008 0.068259380757808671 0.00022280584380490002 0.78322452306747448 1.0000000180025095e-35 0.068259380757808671 1.0000000180025095e-35 0.8784809708595277 0.50155279503105599 1.0000000180025095e-35 0.99999827146530174 0.00099748477805400022 1.0000000180025095e-35 0.091229193341869366 0.023937770392229853 1.0000000180025095e-35 0.25108695652173912 0.74891304347826104 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.0011766494717448501 0.50155279503105599 0.3781151175498963 1.0000000180025095e-35 0.26365441906653431 0.091372912801484213 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=4 3 6 5 14 22 15 11 12 -7 -6 23 17 16 -1 19 -9 -5 24 -3 -19 28 27 -4 -11 -8 -21 -2 -10 -15 right_child=1 2 7 8 10 9 25 13 21 18 -12 -13 -14 29 -16 -17 -18 20 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010195810759250069 0.012816443677606442 0.011366712945505118 0.010809825654931556 0.011977327579695878 -0.010485970749261331 0.012327017083895525 0.011122336265086756 0.010931512377041899 0.011636518500167234 0.013176913306478959 -0.010811425788739677 0.010901946792398269 0.011931269871482303 0.010839926708165731 -0.010292412156418674 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54586 2439 9360 1418 368 1115 268 703 241 520 831 3675 2456 736 1185 7971 internal_value=0 0.0110828 0.0109377 0.0124615 -0.0102284 0.0129708 0.0113363 0.0108729 0.0120605 0.0127562 -0.0105645 0.0108405 0.0122204 0.0109762 -0.0102058 0.0115065 0.0110461 0.0123275 0.01288 0.0115853 0.0124105 0.011817 0.0133781 0.010813 0.0129674 0.0111883 0.0116518 0.0134808 0.01192 0.0109017 internal_weight=0 13414 12136.7 1277.33 14619.6 562.711 1696.05 10440.6 714.622 368.547 922.231 7947.46 431.354 2493.15 13697.3 788.982 1286.6 314.8 286.061 545.058 254.466 283.268 194.164 5494.24 227.73 907.066 418.009 151.756 204.112 1206.55 internal_count=911180 169666 161099 8567 741514 3272 17170 143929 5295 2231 21164 112460 3018 31469 720350 7253 15312 2130 1680 4814 1686 2277 1041 79726 1312 9917 3571 800 1574 16157 is_linear=0 shrinkage=0.01 Tree=248 num_leaves=31 num_cat=0 split_feature=12 12 12 12 10 12 12 12 10 10 12 10 10 10 12 12 6 6 10 10 12 5 6 12 10 5 10 5 0 10 split_gain=22738.6 786.973 751.71 76.5891 64.3346 59.8206 56.1842 42.3734 39.8433 25.1893 16.3086 15.2915 14.8192 13.1744 11.3162 8.8723 8.39929 7.09483 6.82173 6.40684 5.79283 5.77438 5.98859 5.71199 5.65274 5.40243 5.33938 5.23639 5.0987 4.69256 threshold=0.068259380757808671 0.00099748477805400022 0.8784809708595277 5.9116524425917312e-05 5.6250000000000009 0.99766892194747936 0.51461192965507518 0.0089773964136838514 7.6900000000000004 5.8950000000000005 0.0055486904457211009 4.1150000000000011 2.6250000000000004 8.2700000000000014 0.18897357583045957 5.1029428504989491e-06 4.5000000000000009 40.500000000000007 3.2650000000000001 5.4750000000000005 0.00017857718921725002 1.5000000000000002 46.500000000000007 0.99989646673202526 9.0500000000000025 1.5000000000000002 6.0750000000000011 2.5000000000000004 1.0000000180025095e-35 2.7350000000000008 decision_type=2 2 2 2 8 2 2 2 8 8 2 10 10 8 2 2 2 2 10 10 2 10 2 2 8 10 8 10 2 10 left_child=1 3 6 15 7 12 8 16 14 20 -6 28 -4 25 18 -1 29 27 -2 -20 -5 22 -13 -7 -12 -8 -17 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211.54362031631172 165.87231797724962 252.51135453954339 122.46155434474349 247.77546641230583 914.19076485559344 116.6428855843842 431.3736623339355 1874.7744848616421 385.49498128704727 94.680048741400242 288.48138312809169 61.807411659508944 850.75494341365993 152.38392133451998 50.504044435918331 8882.3043420240283 134.06854375079274 169.07436703145504 253.27417561598122 38.450797829777002 96.706393450498581 428.15053644031286 leaf_count=482063 1594 1205 5750 31481 4827 13466 5954 4658 1980 8780 2703 6173 10675 1408 6177 96430 15486 1867 6210 1037 36802 4979 1772 125331 1883 2341 11957 750 1581 13860 internal_value=0 -0.00865645 0.00946134 -0.00960398 -0.00294843 0.0104564 0.00374746 -0.00386977 0.00239306 -0.00767147 0.00042239 -0.00214384 0.00847532 0.0058629 0.00166034 -0.00992157 -0.00537888 0.00261196 0.000505442 -0.000188019 -0.0081607 -0.0033178 -0.00250874 0.0107245 0.00206244 0.00530662 -0.00934352 0.00311523 -0.000427502 -0.00449954 internal_weight=0 14550.5 13221.5 12479 2071.53 11260.6 1960.95 1626.86 1195.53 1761.34 444.666 758.913 1342.53 765.425 1029.65 10717.7 867.946 564.505 465.149 350.289 1508.83 450.663 298.28 9918.05 256.53 648.782 2128.05 469.824 308.25 482.451 internal_count=911180 726640 184540 667513 59127 155222 29318 49714 19615 77063 9413 19163 16425 9703 17635 590450 30551 8794 8841 7247 68283 12924 7945 138797 4586 8295 108387 6927 6239 15065 is_linear=0 shrinkage=0.01 Tree=249 num_leaves=31 num_cat=0 split_feature=12 12 12 12 10 12 12 12 10 10 10 12 10 10 5 12 12 10 12 12 5 10 10 5 12 10 10 10 12 5 split_gain=22459.7 787.843 753.725 77.6621 63.283 61.0358 55.3638 41.8602 31.5108 25.2208 19.7174 15.9896 15.0344 15.0289 9.83246 9.11041 9.04915 6.25203 5.87841 5.84846 5.7001 5.54533 5.41207 4.33216 4.3193 4.27234 4.12636 4.03053 3.75845 3.73809 threshold=0.068259380757808671 0.00099748477805400022 0.8784809708595277 5.9116524425917312e-05 5.6250000000000009 0.99766892194747936 0.3781151175498963 0.0089773964136838514 6.4450000000000012 5.8950000000000005 8.2700000000000014 0.0055486904457211009 4.1150000000000011 2.6250000000000004 1.5000000000000002 0.65440738201141369 5.1029428504989491e-06 2.7350000000000008 0.99989646673202526 0.00017857718921725002 1.5000000000000002 9.0500000000000025 6.0750000000000011 1.5000000000000002 0.18897357583045957 7.4250000000000007 3.2650000000000001 2.9150000000000005 0.97252115607261669 1.5000000000000002 decision_type=2 2 2 2 8 2 2 2 8 8 8 2 10 10 10 2 2 10 2 2 10 8 8 10 2 8 10 10 2 10 left_child=1 3 6 16 7 13 8 17 14 19 15 25 27 -4 24 -8 -1 -3 -7 -5 -14 -13 -18 -19 26 -6 -2 -9 -15 -11 right_child=2 4 5 9 11 18 10 12 -10 29 -12 21 20 28 -16 -17 22 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010060970337248374 0.0028986603268811644 -0.0027528530608981849 0.0099873579438316193 -0.0088451583851746427 -0.0036724902355804207 0.0099975586783085917 0.0036894205671948455 0.0010313468451943158 0.0062557278901597844 -0.0039245383624650848 0.0086977101845203963 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8780 is_linear=0 shrinkage=0.01 Tree=250 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 10 10 12 12 12 12 1 10 12 10 12 10 6 6 6 6 6 10 6 6 10 12 10 split_gain=30916.9 27.2409 3.04793 2.73259 1.14727 0.748299 0.699529 0.696981 0.695216 0.346955 0.316005 0.222752 0.187238 0.16373 0.154307 0.119239 0.100534 0.0968893 0.0828358 0.082638 0.0777484 0.0715136 0.0605362 0.0553749 0.0518194 0.0517224 0.0516518 0.0510167 0.0467293 0.0459147 threshold=1.0000000180025095e-35 0.18897357583045957 0.98755538463592529 0.0070173616986721008 0.068259380757808671 2.9750000000000005 2.6750000000000003 3.2950000000000004 2.7650000000000001 0.78322452306747448 0.00099748477805400022 0.068259380757808671 0.8784809708595277 -32.499999999999993 7.0450000000000008 0.00099748477805400022 2.9750000000000005 0.00048551171494175006 3.1150000000000007 4.5000000000000009 4.5000000000000009 3.5000000000000004 30.500000000000004 6.5000000000000009 8.2700000000000014 3.5000000000000004 7.5000000000000009 4.495000000000001 0.78322452306747448 3.3950000000000005 decision_type=2 2 2 2 2 10 10 10 10 2 2 2 2 8 10 2 8 2 10 2 2 2 2 2 10 2 2 10 2 10 left_child=4 3 8 6 15 16 17 13 28 20 19 23 18 26 25 -1 -5 -2 -6 -8 -10 -15 -16 -7 -25 27 -4 -9 -3 -14 right_child=1 2 7 5 12 11 10 14 9 -11 -12 -13 29 21 22 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.010190173864069972 0.012697445489166825 0.011106467029530187 0.010887115996380987 0.011755156697316964 -0.010698584325995028 0.012315145673355701 0.013194401427901797 0.010932358524358636 0.011534362375619849 0.011274470904933031 0.012843038460405297 0.011988434364265768 -0.011061878410238006 0.010767739563942834 0.010831018357997229 -0.01028802368001017 0.011325941739522068 0.012122760150527529 -0.01042900433226363 0.013556566500340563 0.011781774291881292 0.010854268281599204 0.011247893268337639 0.012681528881783116 0.012100102228744065 0.011121014349303416 0.011077706564256938 0.011063037240560958 0.01091127616950139 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155222 657925 26022 8930 42693 17745 87299 11322 3511 31371 8062 16425 10675 3098 1428 6205 17092 26783 77335 11771 5861 13773 11973 54247 is_linear=0 shrinkage=0.01 Tree=252 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 12 12 12 5 12 12 12 5 6 12 5 5 5 12 6 2 6 4 6 2 12 12 5 2 2 split_gain=21681.5 783.001 749.908 78.3273 70.8801 58.3445 39.238 12.0151 10.1761 8.89201 8.57503 8.20795 7.00831 6.99103 6.05439 5.75639 5.47371 5.01429 4.31423 4.30867 4.20576 4.02289 5.26997 3.89553 3.82575 3.79383 3.61768 3.11881 3.09304 2.87795 threshold=0.068259380757808671 0.0006371206545736001 0.94052824378013633 0.51461192965507518 0.0070173616986721008 3.4846319977077662e-05 0.99894970655441295 0.18897357583045957 2.5000000000000004 0.00017857718921725002 0.0013712961226701001 0.026551560498774003 1.5000000000000002 58.500000000000007 4.0456557144352709e-06 1.5000000000000002 2.5000000000000004 1.5000000000000002 0.65440738201141369 107.50000000000001 0.12560679611650488 30.500000000000004 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0.0990536 0.0873089 0.0816581 0.0754668 0.0613171 0.0546919 0.0464 0.0459191 0.0414392 0.0405896 0.0404742 0.037399 0.0283991 0.0276261 0.0272039 0.0265989 0.0244956 0.0240378 threshold=1.0000000180025095e-35 0.18897357583045957 0.98755538463592529 0.0070173616986721008 0.094556797295808764 0.00022280584380490002 0.78322452306747448 -32.499999999999993 0.068259380757808671 0.8784809708595277 0.0011766494717448501 0.0011766494717448501 -93.499999999999986 0.99999827146530174 0.3781151175498963 -90.499999999999986 -7.4999999999999991 -2.4999999999999996 -90.499999999999986 6.4727209974080338e-05 -30.499999999999996 -92.499999999999986 5.5000000000000009 -65.499999999999986 -90.499999999999986 1.5000000000000002 0.3781151175498963 -90.499999999999986 -60.499999999999993 0.99473056197166454 decision_type=2 2 2 2 2 2 2 8 2 2 2 2 8 2 2 8 8 8 8 2 10 10 8 8 8 8 2 10 10 2 left_child=4 3 6 5 10 16 14 13 12 26 -1 23 -5 22 -3 -13 19 -8 -10 -2 -9 -14 -4 -7 -16 -23 -6 -17 -25 -11 right_child=1 2 7 8 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59.060894079506397 74.502937667071819 945.38473999127746 109.76335766166449 23.265890263020992 24.278598412871361 272.04538055509329 210.18608775734901 60.036255240440369 83.298144474625587 201.99669805914164 118.96360397711396 29.170000940561295 400.52746581286192 45.595551565289497 273.67706675827503 144.9569331407547 42.763995423913002 80.442459087818861 leaf_count=669003 572 2248 14075 663 9198 377 6433 113926 489 2437 53910 341 606 13168 976 164 142 3484 1788 327 1026 1446 1734 184 4029 303 5914 918 247 1052 internal_value=0 0.0110379 0.0108841 0.01244 -0.0102196 0.0129727 0.0112784 0.010819 0.0120135 -0.0105845 -0.0101964 0.0127417 0.0121769 0.0109352 0.0114489 0.0126082 0.0134076 0.0111285 0.0117626 0.0134745 0.0107854 0.0120906 0.0109894 0.0129588 0.0113759 0.0121521 -0.0104967 0.0125002 0.0128 -0.0108224 internal_weight=0 12787.4 11523.6 1263.79 13891.7 561.976 1633.92 9889.66 701.813 832.793 13058.9 367.019 425.048 2214.52 764.686 227.284 194.956 869.233 276.765 170.678 7675.14 322.095 1269.14 139.735 510.291 247.592 608.1 168.223 71.934 224.694 internal_count=911180 169666 161099 8567 741514 3272 17170 143929 5295 18601 722913 2231 3018 28977 7253 1423 1041 9917 2277 899 114952 2355 15809 808 5005 1749 15112 1082 431 3489 is_linear=0 shrinkage=0.01 Tree=254 num_leaves=31 num_cat=0 split_feature=10 48 6 10 10 5 10 10 2 10 48 10 10 29 10 10 2 0 0 6 2 0 2 0 48 10 2 48 2 10 split_gain=9854.51 763.933 621.491 392.552 380.498 398.105 208.914 200.189 163.275 121.524 101.093 99.2208 91.9178 86.4489 78.7606 73.6343 73.1795 68.6326 64.9204 57.2342 56.9758 50.8563 49.6021 48.9487 39.3734 38.4776 35.0489 33.1952 30.5833 28.5322 threshold=3.3550000000000004 1.0000000180025095e-35 30.500000000000004 3.3550000000000004 6.1150000000000011 1.5000000000000002 4.495000000000001 7.3800000000000008 0.055738304093567205 2.3350000000000004 1.0000000180025095e-35 6.9850000000000012 4.2350000000000012 1.0000000180025095e-35 8.4800000000000022 8.7300000000000022 0.58374587458745886 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 0.028778467908902653 1.0000000180025095e-35 0.012270400481782552 1.0000000180025095e-35 1.0000000180025095e-35 6.2550000000000008 0.05298245614035086 1.0000000180025095e-35 0.98936170212765973 3.7350000000000008 decision_type=10 2 2 8 10 10 10 10 2 10 2 10 10 2 10 10 2 2 2 2 2 2 2 2 2 10 2 2 2 10 left_child=1 9 4 21 6 7 10 16 18 -1 17 25 24 -11 -13 -16 -6 29 27 28 -14 -3 -12 26 -4 -7 -5 -8 -10 -2 right_child=2 3 12 23 5 11 8 -9 19 13 22 14 20 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.010156537711159649 0.0015468077521167407 -0.0017729063735775891 -0.0010123974683094404 0.0092729077801064191 -0.0024924961964018061 -0.0078427264951841866 -0.003450791700815014 -0.0074491817410595896 -0.0052432833480421182 0.007763644025449057 0.00045375667608804653 0.0085958602981903373 -0.0032031276434348753 -0.0034557695315619321 -0.010170998171792931 0.004731379176793277 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12 12 12 12 2 10 48 12 12 2 10 2 10 10 2 12 10 12 10 5 12 split_gain=29620.8 27.0181 2.94515 2.79015 1.15144 0.736407 0.72177 0.669368 0.666234 0.332976 0.31282 0.220926 0.190604 0.150709 0.145061 0.123762 0.120247 0.117063 0.109206 0.104792 0.0978233 0.0839788 0.083622 0.0703382 0.063354 0.0588818 0.0567043 0.0481044 0.0478092 0.0470905 threshold=1.0000000180025095e-35 0.18897357583045957 0.98755538463592529 0.0070173616986721008 0.068259380757808671 3.0250000000000004 3.1450000000000005 2.7950000000000004 3.2950000000000004 0.78322452306747448 0.00017857718921725002 0.068259380757808671 0.8784809708595277 0.045804195804195758 7.0450000000000008 1.0000000180025095e-35 0.00025326936156485003 0.00099748477805400022 0.028778467908902653 3.0250000000000004 0.034723896792862259 3.1150000000000007 1.0000000180025095e-35 0.012270400481782552 0.3781151175498963 3.2950000000000004 0.0011766494717448501 3.3950000000000005 1.5000000000000002 0.78322452306747448 decision_type=2 2 2 2 2 10 10 10 10 2 2 2 2 2 10 2 2 2 2 8 2 10 10 2 2 8 2 10 10 2 left_child=4 3 7 6 17 19 16 29 15 18 -8 13 21 -7 -10 -4 -2 -1 -9 -5 -12 -6 -18 -13 -20 -17 -22 -14 -16 -3 right_child=1 2 8 5 12 11 10 9 14 -11 20 23 27 -15 28 25 22 -19 24 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010182020255288405 0.012814931758658776 0.011070397905029677 0.010742214273424875 0.01171756491732618 -0.010694461572461242 0.012022694581351497 0.013559600351725131 0.011370434874013428 0.011000558729776478 0.011234233865975149 0.012628150132734162 0.011612346406587227 -0.011065466974852516 0.012531050288709289 0.011060501010994168 0.010987803787718161 0.011980414237475707 -0.010280475552183994 0.01185628254787594 0.0112806833196985 0.013289372400572175 -0.010421700679813161 0.012514634568401739 0.012060746519944742 0.011580941906164132 0.010816441051615193 0.012938302213585063 -0.010728948245031534 0.010783150228036052 0.010873028811348794 leaf_weight=11432.296927660704 47.837055251002312 213.34727849811316 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internal_weight=0 12613.1 11358.4 1254.73 13689.6 696.302 558.425 1618.5 9739.87 1126.22 392.203 474.863 907.06 290.119 2294.32 7445.55 166.222 12782.6 544.586 221.439 253.355 684.603 118.384 184.743 371.974 1144.75 190.167 222.457 576.526 492.281 internal_count=911180 169666 161099 8567 741514 5295 3272 17170 143929 10853 2172 3279 21164 1896 29612 114317 1100 720350 4762 2016 1451 17675 817 1383 3103 15950 1065 3489 8485 6317 is_linear=0 shrinkage=0.01 Tree=256 num_leaves=31 num_cat=0 split_feature=10 48 10 10 10 10 48 10 5 29 48 5 5 10 10 10 48 5 10 10 10 10 10 10 10 48 10 10 10 48 split_gain=9605.28 752.452 382.718 280.445 408.793 330.199 145.178 121.601 114.341 84.2897 67.673 63.3132 80.7509 90.754 75.9937 115.341 101.627 56.6933 53.5772 48.584 44.7269 43.0339 35.7325 34.6169 33.9267 52.8345 33.7098 31.701 89.0662 59.6265 threshold=3.3550000000000004 1.0000000180025095e-35 3.3550000000000004 6.0750000000000011 9.0500000000000025 4.495000000000001 1.0000000180025095e-35 2.3350000000000004 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 6.1250000000000009 6.9850000000000012 7.0550000000000006 1.0000000180025095e-35 1.5000000000000002 3.7350000000000008 9.7700000000000014 2.7350000000000008 4.4750000000000005 8.3400000000000016 7.6900000000000004 5.5950000000000006 1.0000000180025095e-35 5.6050000000000013 4.995000000000001 4.9850000000000012 1.0000000180025095e-35 decision_type=10 2 8 10 10 10 2 10 10 2 2 10 10 10 10 10 2 10 10 10 10 10 10 10 10 2 10 10 10 2 left_child=1 7 20 5 8 6 18 -1 11 -9 -6 12 13 -5 -14 -16 -17 24 -2 -12 -3 -20 -13 -10 27 -26 -27 28 -7 -30 right_child=3 2 -4 4 10 17 -8 9 23 -11 19 22 14 -15 15 16 -18 -19 21 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31 leaf_value=0.010130901297732 0.0025551080844852681 0.0017085290659019064 0.0070203552940142624 0.0053934491063788378 0.0058657297672206066 -0.0056801534577742988 -0.004717791008922583 0.0077153584980354378 -0.00059902112932026872 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401.88846834469587 3218.5633475538343 113.56259180046618 55.265660985372961 leaf_count=80300 11728 14624 22963 2594 772 80118 60975 39715 1537 2539 13050 8972 11656 29697 4528 1712 9271 220297 26767 42309 28260 2041 202 2502 12982 1093 16608 156082 2471 2815 internal_value=0 0.00756151 0.00314265 -0.00488608 -0.00217904 -0.00553794 -0.00247749 0.00923688 0.000321512 0.00739128 -0.00747948 -0.000455584 0.000159383 -0.00205306 0.0023118 0.00454655 0.000331843 -0.00638029 -0.000133368 -0.0079924 -0.000389612 -0.00160853 -0.00591208 0.00734266 -0.00574666 -0.00369456 -0.00163891 -0.00602835 -0.00501943 0.00192102 internal_weight=0 10163.9 2794.16 15892.7 3084.29 12808.4 2764.48 7369.72 2095.64 2404.97 988.646 1886.81 1695.7 836.19 859.511 549.262 297.555 10043.9 1350.94 952.054 1462.21 872.307 191.112 208.831 5869.21 708.402 452.197 5160.81 1942.25 168.828 internal_count=911180 188401 65847 722779 128802 593977 101511 122554 72671 42254 56131 68632 59458 32291 27167 15511 10983 492466 40536 55359 42884 28808 9174 4039 272169 30683 17701 241486 85404 5286 is_linear=0 shrinkage=0.01 Tree=257 num_leaves=31 num_cat=0 split_feature=11 1 2 2 2 2 2 2 2 1 5 1 2 2 1 5 48 5 5 1 1 1 1 1 2 1 1 2 5 2 split_gain=29168.2 8.87073 0.846943 1.29004 0.4761 0.672524 0.270003 0.172089 0.161195 0.142283 0.138769 0.135349 0.110024 0.130911 0.102266 0.0995689 0.0889771 0.0864882 0.0862175 0.0851706 0.0832793 0.0812346 0.0777941 0.0771694 0.073511 0.0720028 0.0706077 0.0700077 0.0610587 0.0577197 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.091372912801484213 0.96213569039656011 0.087337909992372217 1.0000000180025095e-35 0.23271742593182543 0.25092592592592594 0.33218390804597703 -144.49999999999997 1.5000000000000002 -31.499999999999996 0.49844720496894418 0.012270400481782552 -178.49999999999997 5.5000000000000009 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 -75.499999999999986 -1.0000000180025095e-35 -138.49999999999997 -30.499999999999996 -95.499999999999986 0.76506899055918665 -70.499999999999986 -261.49999999999994 0.96213569039656011 1.5000000000000002 1.0000000180025095e-35 decision_type=2 8 2 2 2 2 2 2 2 10 10 10 2 2 10 10 2 10 8 10 8 10 10 10 2 10 10 2 10 2 left_child=20 2 4 6 5 11 25 10 -9 14 -8 18 13 -3 24 -5 -11 -14 -2 -7 27 -18 -13 -23 26 -4 -10 29 -15 -1 right_child=1 12 3 15 -6 19 7 8 9 16 -12 22 17 28 -16 -17 21 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010262679722189631 0.01126294968577376 0.010777530710355724 0.012013390544560118 0.011076146799933431 0.010708548781541281 0.011546378588400116 0.01169241022543782 0.011828987253820691 0.011769532983822939 0.011834265320560601 0.011057359709099815 0.010772853190866077 0.010764680902057591 0.010872770855442372 0.012179184245926525 0.010736543167434363 0.011076186521926117 0.011144153502163792 0.011072844679624464 0.012054547361691164 -0.01025985762661844 0.011890220540083365 0.01124354246007782 0.011445573092904469 0.011292777227051128 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0.0108053 0.0108457 0.0116553 0.0110071 0.01146 0.0107702 0.0112025 0.0118786 -0.0102141 0.011443 0.0109033 0.0114596 0.0116169 0.0118501 0.0116648 -0.0102006 0.010899 -0.0101962 internal_weight=0 12443.4 4680.22 3063.79 1616.43 1420.94 2530.55 2265.05 2083.04 1907.78 182.009 1275.25 7763.22 3601.51 508.7 533.241 1399.08 4161.71 1099.96 145.688 13493.5 1338.31 175.285 1280.55 473.981 265.501 413.02 10423.6 2021.56 10130.8 internal_count=911180 169666 52142 32496 19646 16408 25426 23061 20878 19324 2183 15182 117524 52658 4858 7070 14466 64866 12694 1226 741514 13935 2488 13246 4588 2365 3920 596207 28257 585022 is_linear=0 shrinkage=0.01 Tree=258 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 12 12 10 10 10 10 10 10 12 10 10 10 6 12 12 5 6 6 6 12 12 5 6 6 12 split_gain=20464.8 821.75 668.825 64.7189 62.1564 61.429 47.8664 32.5431 31.2177 28.4522 22.8167 19.0142 14.1792 13.0696 13.0047 7.38035 6.69204 7.89999 6.16573 6.14125 5.74461 5.71375 5.29404 5.10607 5.0329 4.30839 4.23519 3.81767 3.75374 3.56128 threshold=0.049213243648409809 0.8784809708595277 0.00048551171494175006 0.0043998162727802515 0.2688089013099671 0.99766892194747936 3.4846319977077662e-05 5.6250000000000009 7.6450000000000005 7.4250000000000007 8.2700000000000014 5.8950000000000005 2.6250000000000004 0.65440738201141369 4.1150000000000011 2.9150000000000005 5.4750000000000005 1.5000000000000002 0.99989646673202526 4.0456557144352709e-06 1.5000000000000002 97.500000000000014 3.5000000000000004 34.500000000000007 0.0013712961226701001 0.00014260681928130004 1.5000000000000002 52.500000000000007 6.5000000000000009 0.97252115607261669 decision_type=2 2 2 2 2 2 2 8 8 8 8 8 10 2 10 10 10 2 2 2 10 2 2 2 2 2 10 2 2 2 left_child=2 4 6 9 8 12 19 14 15 24 13 25 -3 21 22 -2 17 -17 -7 -1 23 26 -5 -16 -4 -8 -6 -15 -26 -14 right_child=1 5 3 7 10 18 11 -9 -10 -11 -12 -13 29 27 20 16 -18 -19 -20 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31 leaf_value=-0.010047847042988608 0.0029131666441159936 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97.752200469374657 256.85727201402187 8147.6574540659785 1814.3827199004591 174.85283686034381 55.120483074337244 131.88789995014668 69.567542508244514 284.50583140552044 600.88411751482636 133.73934830166399 53.637577483430505 204.39810957945883 483.51448832824826 leaf_count=469083 1625 5750 20568 4292 5373 13466 43167 4677 1395 3247 2183 9253 4789 4721 7741 5120 1734 6324 125331 101543 6478 1087 3658 2704 9560 28677 2186 807 8755 5886 internal_value=0 0.00920889 -0.0086511 -0.00361063 0.00338776 0.0103472 -0.00964938 -0.00189111 0.00134484 -0.00532352 0.0048877 -0.00807578 0.00828148 0.00430861 -0.00280033 0.000611151 0.000182543 -0.000258686 0.0106338 -0.00992356 -0.00379951 0.00332573 -0.00128276 -0.00304622 -0.00593377 -0.00850912 0.00365071 0.0056409 -0.0052222 0.00756686 internal_weight=0 12401.8 13291.9 2197.32 2028.43 10373.4 11094.6 1096.54 858.776 1100.78 1169.65 1646.22 1264.18 998.078 857.645 748.01 630.6 532.848 9109.21 9448.34 517.149 574.355 340.496 342.296 962.155 1416.01 519.235 423.723 488.904 868.664 internal_count=911180 187777 723403 71680 32555 155222 651723 29550 16198 42130 16357 81097 16425 14174 24873 14803 13178 11444 138797 570626 16923 8646 7950 10445 38883 71844 7559 5528 18315 10675 is_linear=0 shrinkage=0.01 Tree=259 num_leaves=31 num_cat=0 split_feature=11 10 1 1 1 6 10 10 3 1 6 10 3 3 10 6 10 1 3 3 1 10 2 0 0 2 10 0 3 10 split_gain=28626.2 9.09999 1.83563 1.77247 1.60613 1.04613 0.627977 0.603284 0.315901 0.306206 0.302817 0.28525 0.231958 0.205193 0.192518 0.187934 0.183875 0.145229 0.12626 0.118708 0.116329 0.111016 0.1039 0.0885873 0.0863378 0.0856805 0.085502 0.0812435 0.0742031 0.0675371 threshold=1.0000000180025095e-35 3.3950000000000005 -32.499999999999993 -65.499999999999986 -59.499999999999993 12.500000000000002 1.0000000180025095e-35 6.0550000000000006 0.23123827392120072 -65.499999999999986 38.500000000000007 3.3950000000000005 0.94469928644240586 0.38119783996072654 6.3250000000000011 9.5000000000000018 4.495000000000001 -30.499999999999996 0.091229193341869366 0.20112359550561798 -1.0000000180025095e-35 2.3350000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.081725417439703116 6.1150000000000011 1.0000000180025095e-35 0.72245564892623726 4.995000000000001 decision_type=2 10 8 8 10 2 10 10 2 10 2 10 2 2 10 2 10 10 2 2 8 10 2 2 2 2 10 2 2 10 left_child=11 2 6 5 7 8 15 9 -3 16 -9 20 14 26 23 -2 27 21 -11 -7 -1 -4 -15 -10 -8 -21 -6 -5 -18 -30 right_child=1 3 17 4 13 19 24 10 12 18 -12 -13 -14 22 -16 -17 28 -19 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.010284968910891088 0.010899462396509211 0.011270769291285209 0.010713437242954191 0.011146428716406444 0.011521204476462817 0.011595597049072729 0.011472886791298051 0.010800366705198863 0.011866497987596779 0.011217614526436142 0.012407539314561905 -0.010193859963846663 0.011285718279683459 0.011463302247177979 0.01128129906560168 0.011308187353276138 0.011450468824685174 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935 3052 2021 526 3367 1384 157 internal_value=0 0.0109972 0.0108139 0.0114028 0.0112271 0.0116677 0.011127 0.0110656 0.0115053 0.0112187 0.0108296 -0.010211 0.0116279 0.0116613 0.0117218 0.0109588 0.0111506 0.0107444 0.0116627 0.0120918 -0.0103364 0.0107392 0.0118078 0.011799 0.0113707 0.0121487 0.0114358 0.0110359 0.0113332 0.0111464 internal_weight=0 12239.9 8430.33 3809.57 2290.22 1519.34 1532.27 1669.16 1098.81 1012.36 656.801 13258.2 721.7 621.065 566.26 906.46 877.682 6898.05 134.674 420.534 1597.36 6811.99 376.441 481.846 625.812 377.283 244.624 538.991 338.69 130.598 internal_count=911180 169666 128112 41554 27356 14198 18832 21629 10890 11783 9846 741514 6760 5727 5081 12228 10523 109280 1260 3308 62954 108239 3259 4167 6604 2894 2468 6859 3664 1541 is_linear=0 shrinkage=0.01 Tree=260 num_leaves=31 num_cat=0 split_feature=11 10 48 10 48 10 10 3 10 3 10 10 5 3 0 29 29 48 5 10 3 0 10 3 4 10 48 3 10 3 split_gain=28324.2 8.81684 1.46336 1.21707 1.1331 0.790957 0.652841 0.6251 0.465813 0.381713 0.27683 0.243336 0.378752 0.26693 0.19592 0.187596 0.179282 0.178519 0.140331 0.106965 0.0955455 0.0954229 0.0917098 0.0872492 0.0847451 0.0753065 0.0696156 0.0667563 0.0634051 0.0627603 threshold=1.0000000180025095e-35 3.3950000000000005 1.0000000180025095e-35 6.1150000000000011 1.0000000180025095e-35 3.3950000000000005 9.0500000000000025 1.0000000180025095e-35 4.995000000000001 0.94469928644240586 3.3950000000000005 6.9850000000000012 1.5000000000000002 0.22271825396825398 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 2.2250000000000005 0.20112359550561798 1.0000000180025095e-35 2.5750000000000006 0.23123827392120072 18.500000000000004 5.245000000000001 1.0000000180025095e-35 0.20112359550561798 4.535000000000001 1.0000000180025095e-35 decision_type=2 10 2 10 2 8 10 2 10 2 10 10 10 2 2 2 2 2 10 10 2 2 10 2 8 10 2 2 10 2 left_child=10 2 16 4 8 22 11 25 15 14 26 13 20 -5 24 21 19 -8 -15 -2 -13 -3 -4 -10 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207.89823611825705 11547.007109495811 40.096077516674995 557.25687538459897 178.2937870696187 168.43896536529064 19.652495287358761 69.237655289471149 91.810227982699871 13.776346623897551 2052.0030981190503 71.596097677946091 244.41003312915564 111.13421931862831 173.32383032143116 708.79383169859648 174.62397784739733 1041.5976725863293 39.423630155622959 70.442433729767799 281.69067003577948 leaf_count=17629 74173 5727 3178 1883 2200 14890 316 645 685 2112 678560 496 8488 1863 1604 219 820 742 103 31051 669 3422 1243 1532 5745 1986 45325 326 791 2757 internal_value=0 0.0109866 0.0108053 0.0113875 0.0115037 0.0110652 0.0111101 0.0116782 0.0112598 0.0117959 -0.0102089 0.0110266 0.0109173 0.0112501 0.0118811 0.0111526 0.0107379 0.0118115 0.0114896 0.0107325 0.0114488 0.0111131 0.0113348 0.0116511 0.011948 0.0113358 -0.010333 0.0116967 0.0109768 0.0114327 internal_weight=0 12129.8 8353.09 3776.71 2662.24 1719.76 1114.47 1551.67 1110.57 1154.76 13129 995.916 668.949 326.967 946.858 871.786 6633.33 118.556 192.07 6564.1 111.692 812.71 666.597 238.782 778.419 396.914 1581.98 59.0761 314.852 392.825 internal_count=911180 169666 128112 41554 26994 22068 14560 14292 12702 10106 741514 13502 9653 3849 7994 10485 106044 1058 1966 105224 1165 9940 7178 2217 6390 4186 62954 545 4213 4000 is_linear=0 shrinkage=0.01 Tree=261 num_leaves=31 num_cat=0 split_feature=12 12 12 1 1 12 12 12 12 12 12 1 1 12 2 12 3 12 0 12 12 12 12 12 3 3 0 3 3 3 split_gain=19780.6 806.744 659.85 70.2399 67.5247 61.6416 59.0271 48.0289 32.4488 29.6249 12.5742 10.3395 10.0393 7.74857 7.22645 7.08081 6.86677 6.80399 6.36092 6.25961 6.20733 5.42281 5.3471 4.75519 4.37143 4.35831 3.62057 3.53396 3.50894 3.15814 threshold=0.049213243648409809 0.8784809708595277 0.00048551171494175006 -371.49999999999994 -390.49999999999994 0.99766892194747936 0.0043998162727802515 3.4846319977077662e-05 0.3781151175498963 0.3781151175498963 0.0089773964136838514 -364.49999999999994 -3.4999999999999996 0.97252115607261669 0.05298245614035086 0.00014260681928130004 0.51234756097560985 0.015218299813568552 1.0000000180025095e-35 0.99989646673202526 4.0456557144352709e-06 0.18897357583045957 0.0013712961226701001 0.65440738201141369 0.52283152627189333 0.25108695652173912 1.0000000180025095e-35 0.96999699969997011 0.96178188899707895 0.94754041967664271 decision_type=2 2 2 10 10 2 2 2 2 2 2 10 8 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 7 9 10 12 14 20 21 16 -4 -9 -3 24 -6 -13 -2 29 -11 -7 -1 28 -16 -10 -14 -12 -24 -19 -5 -8 right_child=1 5 4 8 6 19 17 11 23 18 25 15 13 -15 22 -17 -18 27 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010040186951089295 -0.00023487233264942486 0.008928014683946774 -0.0078873926854995287 0.0021770779201112358 -0.0024639432515222537 0.0098336474921403034 -0.0017754944475268446 -0.0093395773378193853 0.0053636621549527329 0.0018384352441380997 -0.0021392287131674469 -0.0082345449043834118 0.0064402609108283985 0.0080447292200932635 -0.0057835637742012971 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1225 35305 1807 4483 14343 23965 3860 7671 1469 125331 101543 3978 11019 4006 819 5476 1450 622 658 908 internal_value=0 0.00916777 -0.00862493 0.00334937 -0.00357088 0.010315 -0.00255477 -0.00963426 0.00461993 0.000572112 -0.00665711 -0.00803798 0.00822188 0.00707061 -0.00442619 -0.00754286 -0.001499 -0.000607651 0.00286143 0.0106067 -0.00991332 0.00317107 -0.00487204 0.00625978 0.0053763 -0.00474076 -0.0040005 0.000374018 0.00248779 -0.0014807 internal_weight=0 12086.3 12935.2 1990.55 2153.23 10095.8 1619.9 10782 1365.75 624.808 533.337 1604.41 1234.91 469.479 826.003 1162.29 328.038 793.893 296.77 8860.88 9177.59 725.1 673.071 640.646 171.385 208.526 344.081 373.699 446.415 420.194 internal_count=911180 187777 723403 32555 71680 155222 51241 651723 19679 12876 20439 81097 16425 7109 31315 59270 7836 19926 5040 138797 570626 11687 26812 7992 2626 6701 12469 8293 7709 11633 is_linear=0 shrinkage=0.01 Tree=262 num_leaves=31 num_cat=0 split_feature=11 10 48 10 48 10 10 10 10 10 5 0 10 48 0 10 10 10 5 5 5 10 10 48 10 0 10 5 10 0 split_gain=27799.1 8.59029 1.42999 1.1787 1.1099 0.770598 0.643069 0.454511 0.270236 0.238358 0.370265 0.221962 0.204404 0.176657 0.117549 0.117526 0.104813 0.0893272 0.0727823 0.0715844 0.166537 0.0710824 0.116037 0.0678341 0.0651984 0.0648531 0.0549587 0.0531704 0.0508096 0.0506089 threshold=1.0000000180025095e-35 3.3950000000000005 1.0000000180025095e-35 6.1150000000000011 1.0000000180025095e-35 3.3950000000000005 9.0500000000000025 4.995000000000001 3.3950000000000005 6.9850000000000012 1.5000000000000002 1.0000000180025095e-35 6.1250000000000009 1.0000000180025095e-35 1.0000000180025095e-35 2.2250000000000005 5.2950000000000008 2.5750000000000006 2.5000000000000004 3.5000000000000004 5.5000000000000009 4.9850000000000012 4.3550000000000013 1.0000000180025095e-35 4.535000000000001 1.0000000180025095e-35 6.6150000000000011 2.5000000000000004 6.2550000000000008 1.0000000180025095e-35 decision_type=2 10 2 10 2 8 10 10 10 10 10 2 10 2 2 10 10 10 8 10 10 10 10 2 10 2 10 10 10 2 left_child=8 2 15 4 7 17 9 14 23 12 25 16 -5 -8 21 -2 18 -4 -6 26 -21 22 -3 -1 -16 -11 28 -18 -14 -7 right_child=1 3 5 6 11 29 13 -9 -10 10 -12 -13 19 -15 24 -17 27 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010421002043378815 0.010694904800726095 0.011158702864308361 0.011177829095884896 0.010831449765887227 0.011775311444707495 0.0109540919664739 0.011072946920023887 0.011630560348999206 -0.010188963416351926 0.011550130820497865 0.010795272173417827 0.011451946485250091 0.011656002823207735 0.012003520984681586 0.010907170688572887 0.010786501093872764 0.011558338483173126 0.011414813403713982 0.012168759040261934 0.012676823846434935 0.010808071652842796 0.010925695994419509 0.011493710519156167 -0.010281877459277269 0.011246588862754998 0.010937288955754741 0.011651714913752352 0.011864680822863266 0.011178753993886056 0.010814023243534665 leaf_weight=532.39678249228746 4476.9934715107083 311.2304275110364 269.74800251424313 90.716983232647181 661.6349611133337 486.35255097970366 26.302851401269436 235.67441913485527 11342.285780962557 88.675687409937382 547.35950211808085 387.97765035927296 26.510862365365028 90.901008311659098 249.75638243556023 2038.7037765160203 365.14562748372555 387.59579235315323 50.613303788006306 12.442809797823431 7.7322183400392523 68.818795412778854 154.82641732692719 1025.5528506562114 73.174480646848679 21.443299613893032 43.974616952240467 67.063100382685661 140.7060356400907 549.29315406084061 leaf_count=17629 74779 3681 3178 1331 5822 6689 316 2217 678560 876 8488 3907 248 742 3516 31265 3579 4000 391 81 114 904 1559 45325 825 289 422 593 1653 8201 internal_value=0 0.0109715 0.0107908 0.01137 0.011485 0.0110498 0.0110947 0.0112416 -0.0102059 0.0110109 0.0109017 0.0116586 0.0112338 0.0117947 0.0111347 0.0107236 0.0117287 0.0113176 0.0118033 0.0113915 0.0119606 0.0112257 0.01127 -0.0103294 0.0109841 0.0114308 0.0113371 0.0116059 0.0112544 0.0108798 internal_weight=0 11931.4 8208.69 3722.68 2625.92 1692.99 1096.77 1093.48 12900.2 979.562 657.478 1532.43 322.084 117.204 857.807 6515.7 1144.46 657.344 712.248 231.367 20.175 534.876 466.057 1557.95 322.931 110.119 211.192 432.209 167.217 1035.65 internal_count=911180 169666 128112 41554 26994 22068 14560 12702 741514 13502 9653 14292 3849 1058 10485 106044 10385 7178 6213 2518 195 6144 5240 62954 4341 1165 2323 4172 1901 14890 is_linear=0 shrinkage=0.01 Tree=263 num_leaves=31 num_cat=0 split_feature=12 12 12 1 1 12 12 12 12 12 12 1 1 5 12 12 12 5 3 12 12 12 5 3 3 12 12 5 3 12 split_gain=19326.6 800.12 656.203 68.1331 66.2158 62.3414 57.4878 48.5009 31.6657 28.7213 12.4482 10.3985 9.90251 9.74472 7.80827 7.65043 7.10189 6.76212 6.66639 6.39382 5.47087 5.26794 5.11011 4.27953 4.26653 3.72243 3.55019 3.44165 3.03272 3.02842 threshold=0.049213243648409809 0.8784809708595277 0.00048551171494175006 -371.49999999999994 -390.49999999999994 0.99766892194747936 0.0043998162727802515 2.9517374969145752e-05 0.3781151175498963 0.3781151175498963 0.0089773964136838514 -351.49999999999994 -3.4999999999999996 1.5000000000000002 0.00017857718921725002 0.97252115607261669 0.0013712961226701001 1.5000000000000002 0.51234756097560985 0.99989646673202526 4.0456557144352709e-06 0.011652591172605703 1.5000000000000002 0.52283152627189333 0.25108695652173912 0.65440738201141369 0.13270235061645502 1.5000000000000002 0.50952467343976793 0.65440738201141369 decision_type=2 2 2 10 10 2 2 2 2 2 2 10 8 10 2 2 2 10 2 2 2 2 10 2 2 2 2 10 2 2 left_child=2 3 7 9 10 12 16 20 17 18 28 -9 -3 21 -13 23 -6 26 -2 -7 -1 -8 29 -14 -12 -11 -5 -18 -4 -10 right_child=1 5 4 8 6 19 13 11 22 25 24 14 15 -15 -16 -17 27 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010034572190909924 -0.00023086502369959968 0.0088791241040845452 -0.0069536666945872539 0.0027859717305247452 -0.0053543333007978486 0.0098004173498385076 -0.0010343658267293427 -0.0093040719942950531 0.0059002793546246626 0.0016462660482661781 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126.84115330688655 146.97078914754093 243.67443009093404 leaf_count=469083 3976 9316 6791 3928 16621 13466 6324 24710 2865 2533 1225 44133 1807 6760 18800 4483 9614 3518 3860 125331 94997 6842 2211 819 5476 2507 4241 5080 6947 2916 internal_value=0 0.0091351 -0.00860269 0.0033155 -0.00353731 0.0102916 -0.00252734 -0.00962192 0.00457353 0.000567481 -0.00661667 -0.00807167 0.00817216 -0.000598413 -0.00757384 0.0070216 -0.00438625 0.00313667 -0.00148157 0.0105882 -0.00991759 0.000102553 0.00620367 0.00532938 -0.00470006 0.00283228 0.00370526 -0.00348772 -0.00785183 0.0067334 internal_weight=0 11887.9 12710.3 1970.82 2129.09 9917.03 1603.25 10581.2 1351.92 618.903 525.836 1694.88 1217.42 786.806 1207.22 463.345 816.446 718.56 324.928 8699.61 8886.36 563.321 633.36 169.454 206.072 293.975 534.826 423.435 319.764 469.923 internal_count=911180 187777 723403 32555 71680 155222 51241 651723 19679 12876 20439 87643 16425 19926 62933 7109 31315 11687 7836 138797 564080 13166 7992 2626 6701 5040 8169 14694 13738 5781 is_linear=0 shrinkage=0.01 Tree=264 num_leaves=31 num_cat=0 split_feature=11 1 3 0 3 5 3 3 1 3 1 3 3 3 3 5 5 5 1 1 1 1 3 5 1 3 1 3 5 0 split_gain=27284.9 8.07391 1.27921 0.690273 1.15832 0.646006 0.286811 0.189398 0.167383 0.139675 0.123309 0.108754 0.107004 0.0964793 0.0889464 0.0732071 0.0728917 0.0688392 0.0721816 0.0737856 0.0672449 0.0643084 0.0592803 0.0532412 0.0434017 0.0431679 0.0423707 0.041716 0.0416407 0.0371841 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.22271825396825398 1.0000000180025095e-35 0.90501253132832093 1.5000000000000002 0.99938118811881205 0.50155279503105599 -70.499999999999986 0.90943267259056748 -67.499999999999986 1.0000000180025095e-35 0.78598691384950936 0.66781609195402314 0.99938118811881205 1.5000000000000002 1.5000000000000002 5.5000000000000009 -31.499999999999996 -60.499999999999993 -1.0000000180025095e-35 -30.499999999999996 0.76764950166112966 1.5000000000000002 -75.499999999999986 0.87439320388349528 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0.010754149653719867 0.012639245246078495 0.010725413370446951 leaf_weight=1380.6504968283698 606.81123840436339 5034.414175696671 758.44140315800905 507.53576370701194 25.5824990645051 179.919697124511 196.17069083824754 1382.1594353578985 358.22906287759542 26.096213147044182 255.30677541345358 8796.246937581338 84.807336561381817 162.60573577135801 121.60726838186383 121.91522198170424 158.53618686646223 119.33102737367153 131.36591221392155 280.40706905350089 2498.7818505717441 45.810580264776945 46.238151658326387 428.23325219377875 83.101022407412529 40.739193551242352 44.393422856926918 79.027023945003748 10.702314332127569 446.57037512212992 leaf_count=62253 7308 83588 7105 6050 250 3207 2258 20560 3542 253 3526 550336 709 1494 1681 1577 1829 1932 2159 3368 128925 548 525 6072 667 423 426 1229 76 7304 internal_value=0 0.0109569 0.0112929 0.0114102 0.011498 0.0111351 0.0114664 0.0107521 0.0116398 0.0108268 0.0110477 -0.010203 0.011736 0.0115323 0.0110547 0.0111485 0.0114647 0.0109686 0.0110058 0.0110637 -0.0101928 0.0108309 0.0110074 0.0108282 0.0118785 0.0117189 0.0113133 0.0109331 0.0120515 0.0108047 internal_weight=0 11736.1 4444.68 3005.65 2250.93 632.477 304.854 7291.38 1618.45 327.623 1439.03 12675.7 853.951 764.504 147.703 754.716 561.159 832.221 712.89 535.714 11295 177.176 247.18 2256.96 108.684 203.345 202.93 200.942 95.5097 1828.73 internal_count=911180 169666 52142 33301 23920 8316 3175 117524 15604 5141 18841 741514 7890 7714 1934 9381 5797 11533 9601 6894 679261 2707 3331 33936 917 1917 2255 2806 785 27864 is_linear=0 shrinkage=0.01 Tree=265 num_leaves=31 num_cat=0 split_feature=10 1 3 10 0 10 10 10 1 1 2 1 10 10 5 0 1 1 1 2 0 0 2 10 10 5 0 10 10 10 split_gain=8665.04 886.426 338.47 271.778 194.068 186.476 269.067 258.17 218.717 184.293 129.03 113.066 103.262 91.0987 69.9873 66.4614 65.9922 65.1277 64.8657 64.8158 53.9259 48.974 47.133 43.0557 43.0488 62.558 41.5958 41.3948 36.8354 34.7663 threshold=3.3550000000000004 -32.499999999999993 1.0000000180025095e-35 1.6450000000000002 1.0000000180025095e-35 6.2150000000000007 4.495000000000001 8.4800000000000022 -70.499999999999986 -1.0000000180025095e-35 0.019324122479462254 -191.49999999999997 2.3350000000000004 8.1200000000000028 1.5000000000000002 1.0000000180025095e-35 -32.499999999999993 -57.499999999999993 -226.49999999999997 0.7696153846153847 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5950000000000002 9.7700000000000014 5.5000000000000009 1.0000000180025095e-35 4.205000000000001 5.4150000000000009 6.7350000000000012 decision_type=10 8 2 10 2 10 10 10 10 8 2 10 10 10 10 2 10 8 8 2 2 2 2 10 10 10 2 10 10 10 left_child=1 3 4 26 17 6 9 8 13 22 -8 -9 -3 19 -10 23 -14 28 -15 29 -12 -5 -4 -11 25 -13 -1 -6 -2 -7 right_child=2 12 5 21 27 7 10 11 14 15 20 24 16 18 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0041333857522301461 0.0018499678898439445 0.010110704226472372 0.0019222238585983307 -0.0024077857034759333 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657.75315435882658 407.49290123023093 1277.1501983795315 480.75571534316987 505.37894940376282 27.141568282619119 488.77388182282448 985.34816627111286 292.81861247308552 409.70159638952464 leaf_count=15951 4843 82813 2353 30496 4785 10822 13892 1322 3324 3546 418283 20753 38181 2597 7215 5028 2534 7783 1330 1063 28309 10225 63847 17165 35427 395 8201 40150 5357 23190 internal_value=0 0.00746127 -0.00481334 0.00229525 -0.000889268 -0.00539777 -0.00595453 -0.00279048 0.000145387 -0.00287074 -0.0067788 -0.00668073 0.00928222 -0.00274433 0.0060207 0.000733105 0.00749328 0.00308861 0.00452253 -0.00419608 -0.00706487 -0.00101102 -0.00516123 -0.000943512 -0.00756511 -0.00513839 0.00564242 -0.00343933 0.00526825 -0.00503277 internal_weight=0 9423.03 14759 2455.83 1913.16 12845.8 10585.4 2260.43 1288.24 2232.61 8352.78 972.197 6967.2 863.521 424.714 867.576 2205.32 747.351 143.786 719.734 7932.53 1235.46 1365.04 634.681 910.936 405.557 1220.37 1165.81 483.671 667.821 internal_count=911180 188401 722779 64873 62918 659861 552423 107438 49541 91939 460484 57897 123528 39002 10539 25739 40715 17983 3927 35075 446592 40721 66200 20711 56575 21148 24152 44935 10200 34012 is_linear=0 shrinkage=0.01 Tree=266 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 12 12 12 5 12 12 12 5 6 12 2 6 5 12 12 12 2 2 6 2 2 6 5 2 6 split_gain=18756.4 788.179 653.987 80.1029 59.8101 49.1715 39.815 14.123 10.0803 8.45863 7.2239 6.51693 6.28358 5.93368 5.59264 5.11397 5.51289 4.71243 3.81854 3.81307 3.63214 3.47116 3.34276 3.48436 3.02469 2.95854 3.0761 2.78851 2.7566 2.59937 threshold=0.049213243648409809 0.94052824378013633 0.00048551171494175006 0.51461192965507518 0.0043998162727802515 2.9517374969145752e-05 0.99894970655441295 0.18897357583045957 2.5000000000000004 0.015218299813568552 0.00014260681928130004 0.0013712961226701001 1.5000000000000002 58.500000000000007 4.0456557144352709e-06 0.05298245614035086 1.5000000000000002 2.5000000000000004 0.99989646673202526 0.65440738201141369 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0.559488 0.307355 0.296857 0.230449 0.167361 0.125868 0.120178 0.117204 0.111227 0.095998 0.0740818 0.0738135 0.0715842 0.101874 0.0701695 0.0626863 0.0549548 0.0498284 0.049159 0.0447611 0.0444588 0.0407632 threshold=1.0000000180025095e-35 0.18897357583045957 0.0055486904457211009 0.98755538463592529 0.094556797295808764 3.0250000000000004 3.1450000000000005 2.7950000000000004 3.2950000000000004 0.00017857718921725002 0.65440738201141369 0.068259380757808671 0.8784809708595277 0.0011766494717448501 7.0450000000000008 -32.499999999999993 0.00025326936156485003 1.0450000000000002 1.0000000180025095e-35 3.1150000000000007 0.96352549889135264 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.0011766494717448501 0.8784809708595277 3.3950000000000005 3.5000000000000004 30.500000000000004 2.6750000000000003 decision_type=2 2 2 2 2 10 10 10 10 2 2 2 2 2 10 8 2 10 2 10 2 2 10 2 2 2 10 2 2 10 left_child=4 2 6 7 13 17 16 -3 15 -8 23 20 19 -1 -10 -5 -2 -4 -11 -6 21 -7 -18 -9 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39.37437117099762 256.18185203522444 176.31474659591913 56.389622010290623 160.45881531201303 486.77823541685939 4847.4127442874014 57.277397438883781 105.39819279313087 85.08643314242363 449.30781096592546 41.687587164342403 204.85388856381178 45.480646997690201 293.70194794237614 103.63983489573002 410.47789227589965 160.19658700935543 988.14415416494012 33.131029911339283 1105.4016882413998 leaf_count=669003 283 6317 1195 12753 2159 399 721 944 21127 250 2624 1383 676 4507 8108 85669 438 894 470 12953 314 1313 296 2557 611 4728 2813 15895 377 49403 internal_value=0 0.0109419 0.0123082 0.0107812 -0.0101997 0.0118963 0.0128642 0.0111633 0.0107157 0.0130973 0.0112907 0.0121099 -0.01056 -0.0101753 0.0108584 0.010671 0.0122945 0.0114291 0.0128723 -0.0104703 0.0122784 0.0123403 0.0121107 0.0115109 0.0129546 0.0111628 -0.0107967 0.0106551 0.0107265 -0.0102694 internal_weight=0 11489.9 1209.32 10280.6 12396.3 694.686 514.633 1504.8 8775.81 365.229 1053.94 476.693 788.371 11608 2093.43 6682.37 149.404 217.993 228.101 571.784 300.378 258.691 102.758 387.284 188.726 666.66 216.586 5835.56 519.909 1265.86 internal_count=911180 169666 8567 161099 741514 5498 3069 17170 143929 2052 10853 3409 18601 722913 29612 114317 1017 2089 1331 15112 2026 1712 734 3501 1081 7352 3489 101564 8485 53910 is_linear=0 shrinkage=0.01 Tree=268 num_leaves=31 num_cat=0 split_feature=12 12 12 12 1 10 12 1 10 12 12 1 10 10 10 10 10 10 1 10 10 10 10 12 10 6 1 6 10 12 split_gain=18329 782.554 649.827 78.0785 65.5995 62.1611 54.822 54.2582 87.5355 49.5555 40.3325 22.2759 56.185 19.4643 13.7181 13.3196 12.331 12.0584 30.112 19.6109 10.1729 9.93717 9.37053 8.45377 8.12201 7.02796 7.02365 6.85546 6.49441 5.66688 threshold=0.049213243648409809 0.94052824378013633 0.00048551171494175006 0.51461192965507518 -390.49999999999994 2.4350000000000005 0.0043998162727802515 -390.49999999999994 2.9150000000000005 2.9517374969145752e-05 0.99894970655441295 -371.49999999999994 2.9750000000000005 5.8950000000000005 3.5950000000000002 5.4850000000000012 2.9150000000000005 2.5750000000000006 -8.4999999999999982 3.9350000000000005 3.9650000000000003 5.7950000000000008 5.6250000000000009 0.18897357583045957 3.9950000000000006 25.500000000000004 -351.49999999999994 6.5000000000000009 1.3750000000000002 4.0456557144352709e-06 decision_type=2 2 2 2 10 10 2 10 10 2 2 10 10 8 10 8 8 10 8 10 10 10 8 2 10 2 10 2 10 2 left_child=2 3 9 7 5 -4 15 8 16 29 17 12 28 26 -7 27 -2 -3 -19 -20 -10 -22 25 -9 -14 -8 -11 -6 -5 -1 right_child=1 10 4 11 6 14 22 23 20 13 -12 -13 24 -15 -16 -17 -18 18 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010021605029538272 0.0024443681370293229 0.010038836697130665 0.0028863364554100367 0.0095882506827690284 -0.004129682701259605 -0.0046382391077532401 -0.00054301206955070206 0.0024326934162518989 -0.0020485074293664605 -0.0094903623628968311 0.010579425261685529 0.0069021985938700235 0.0022250939831637119 -0.0053036857124972945 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2779 10973 7808 1689 23360 135468 8049 773 10006 16703 6882 844 7205 1704 1291 5159 202 3944 6061 2033 5009 54277 12098 905 94997 internal_value=0 0.00906297 -0.008549 0.00366595 -0.00345422 -0.00656561 -0.00243947 0.00201719 -0.00114275 -0.00959307 0.0103299 0.00584237 0.00360126 -0.00799887 -0.00785265 -0.00428156 0.00510727 0.00858635 0.00787108 0.00456116 -0.00485153 -0.00638288 -0.000539933 0.00340415 -0.000834938 -0.00118096 -0.00844048 -0.00507746 0.00780731 -0.00989966 internal_weight=0 11445.2 12216.4 2175.86 2077.72 510.979 1566.74 1238 377.634 10138.7 9269.31 937.859 301.117 1635.37 449.739 795.394 140.636 1160.66 777.693 203.082 236.998 153.266 771.342 860.369 146.549 576.38 1405.14 577.094 154.568 8503.32 internal_count=911180 187777 723403 35931 71680 20439 51241 22852 8983 651723 151846 13079 5030 87643 19482 31315 1933 16378 10200 2995 7050 5361 19926 13869 2806 15982 77637 24433 2224 564080 is_linear=0 shrinkage=0.01 Tree=269 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 10 10 12 12 12 12 12 10 12 10 48 3 3 3 10 10 3 12 10 12 10 10 12 split_gain=26158.9 24.8841 2.77352 2.49055 1.08758 0.672902 0.672089 0.548284 0.528208 0.313156 0.28934 0.22681 0.146146 0.145771 0.113315 0.112722 0.094091 0.0907575 0.0722854 0.0699654 0.0984103 0.0696441 0.0664001 0.0601269 0.0556776 0.0489781 0.0483966 0.0452682 0.0449142 0.0393672 threshold=1.0000000180025095e-35 0.18897357583045957 0.0055486904457211009 0.98755538463592529 0.13270235061645502 3.1450000000000005 3.0250000000000004 2.7950000000000004 3.2950000000000004 0.00017857718921725002 0.65440738201141369 0.068259380757808671 0.8784809708595277 0.0013712961226701001 7.0450000000000008 0.00025326936156485003 3.0250000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.96352549889135264 1.0000000180025095e-35 1.0000000180025095e-35 3.1150000000000007 1.0000000180025095e-35 0.0011766494717448501 3.3950000000000005 0.8784809708595277 3.2950000000000004 2.6750000000000003 0.036334333941340412 decision_type=2 2 2 2 2 10 10 10 10 2 2 2 2 2 10 2 8 2 2 2 2 10 10 2 2 10 2 8 10 2 left_child=4 2 5 7 13 15 16 -3 17 -7 23 19 22 -1 -10 -2 29 -5 -11 20 -8 -17 -6 -9 -20 -14 -12 -19 -15 -4 right_child=1 3 6 8 12 9 11 10 14 18 26 -13 25 28 -16 21 -18 27 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010160912471429029 0.012686676525892036 0.010850113014640766 0.011822492762189035 0.01064103199706167 -0.010704261143561839 0.01345506929870368 0.011932142525214712 0.011266404012926825 0.010883278444050468 0.012458703534962161 0.011251191803371741 0.011798828352270854 -0.011048163685023904 -0.010430825214147546 0.010711441667297563 0.01185986245776262 0.011181681260647166 0.010866461703826553 0.013120753150749138 0.011870804729522658 0.012414419020449098 0.012385551978048278 -0.010421409783909333 0.011559225954898245 0.012774792269634835 -0.010705013765397857 0.011074792630228075 0.010707500730516907 -0.010251937073244493 0.011450696107835279 leaf_weight=10205.303234842606 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0.0111426 0.0107439 -0.0102746 0.0116012 internal_weight=0 11300.8 1201.07 10099.7 12179.7 512.495 688.573 1483.7 8615.99 363.853 1039.9 472.795 707.133 11472.6 2056.52 148.642 215.777 6559.47 227.045 298.153 256.818 102.13 491.363 382.793 187.863 215.771 657.106 1015.18 1267.29 118.191 internal_count=911180 169666 8567 161099 741514 3069 5498 17170 143929 2052 10853 3409 16163 725351 29612 1017 2089 114317 1331 2026 1712 734 12674 3501 1081 3489 7352 15950 53408 1025 is_linear=0 shrinkage=0.01 Tree=270 num_leaves=31 num_cat=0 split_feature=11 1 6 3 6 2 0 6 2 1 0 1 6 6 1 1 3 1 6 2 6 1 2 1 6 6 3 6 6 2 split_gain=25883.8 7.69724 1.90984 0.64993 0.585532 0.532419 0.437277 0.285759 0.228465 0.17372 0.207564 0.146568 0.123983 0.118775 0.104465 0.0719787 0.0605662 0.0570591 0.0560963 0.0524656 0.05339 0.0502321 0.0573711 0.0502619 0.0490634 0.0482904 0.0422763 0.0421404 0.0411664 0.0409081 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 30.500000000000004 0.22271825396825398 2.5000000000000004 0.091372912801484213 1.0000000180025095e-35 7.5000000000000009 0.087337909992372217 -68.499999999999986 1.0000000180025095e-35 -60.499999999999993 4.5000000000000009 29.500000000000004 -31.499999999999996 -64.499999999999986 0.50155279503105599 -30.499999999999996 1.5000000000000002 0.26692111959287529 1.0000000180025095e-35 -371.49999999999994 0.79531763417305601 -147.49999999999997 9.5000000000000018 1.0000000180025095e-35 0.94469928644240586 20.500000000000004 45.500000000000007 0.58847248576850109 decision_type=2 8 2 2 2 2 2 2 2 10 2 10 2 2 10 10 2 10 2 2 2 10 2 10 2 2 2 2 2 2 left_child=12 2 3 13 5 8 25 16 26 10 24 27 -1 14 18 21 -3 -16 -2 -8 -21 22 -4 28 -6 -7 -5 -11 -23 -12 right_child=1 7 15 4 9 6 19 -9 -10 11 29 -13 -14 -15 17 -17 -18 -19 -20 20 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010233215301469398 0.011014818735381609 0.010665970764867458 0.012266789006810427 0.011672227451197226 0.011649464064703409 0.011412054799601137 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is_linear=0 shrinkage=0.01 Tree=271 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 1 12 6 12 12 6 6 6 6 6 6 6 1 12 12 12 1 12 1 5 12 12 1 split_gain=25612.1 23.3479 2.59346 2.33541 1.02447 0.499969 0.326535 0.281228 0.270085 0.151199 0.137558 0.137243 0.13626 0.122835 0.105886 0.0890511 0.0653626 0.064749 0.0635483 0.047327 0.0430787 0.0385401 0.0370345 0.0348965 0.0336307 0.0320237 0.0301515 0.0292726 0.028631 0.0276527 threshold=1.0000000180025095e-35 0.18897357583045957 0.0055486904457211009 0.98755538463592529 0.13270235061645502 0.00022280584380490002 0.78322452306747448 -32.499999999999993 0.068259380757808671 2.5000000000000004 0.8784809708595277 0.0013712961226701001 3.5000000000000004 8.5000000000000018 4.5000000000000009 1.5000000000000002 4.5000000000000009 3.5000000000000004 30.500000000000004 -390.49999999999994 0.99977076053619396 0.0011766494717448501 0.3781151175498963 -356.49999999999994 0.0011766494717448501 -2.4999999999999996 1.5000000000000002 0.3781151175498963 4.5118455091142102e-05 -65.499999999999986 decision_type=2 2 2 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 10 2 8 10 2 2 8 left_child=4 2 5 6 11 15 14 18 12 21 -6 -1 19 -9 22 23 25 -10 20 -4 -5 -7 -3 -2 -11 -8 -14 -16 -17 -23 right_child=1 3 8 7 10 9 16 13 17 24 -12 -13 26 -15 27 28 -18 -19 -20 -21 -22 29 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010157673096197419 0.012434649664950885 0.011319278565871694 0.011577109422739974 0.01085549295153594 -0.010472506727021234 0.012519167587325981 0.010974443278720599 0.010636879641073198 0.011451974032615211 0.012934124449147268 -0.010778176198969211 -0.010269088262405197 0.012125640923739514 0.010760405821774059 0.011625032903563972 0.013477615545646892 0.011121738727135995 0.01178419973097578 0.010968246054767842 0.011909837168990559 0.010743177638976777 0.012394632340922552 0.011132082516467426 0.013008962501216657 0.012632050821667113 0.01081350210119441 0.012429691973644325 0.011378030801929968 0.013161021305138581 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0.0123308 0.0111943 0.0128999 0.012768 0.0109185 0.0122034 0.0114625 0.0133517 0.0122095 internal_weight=0 11096.9 1183.23 9913.67 11943.2 505.556 1457.52 8456.15 677.677 317.528 694.135 11249 424.371 6538.66 689.377 188.028 768.144 253.307 1917.49 253.053 1731.94 168.624 476.119 68.7676 148.904 545.189 171.317 213.258 119.26 102.577 internal_count=911180 169666 8567 161099 741514 3069 17170 143929 5498 2028 16163 725351 3221 114952 7253 1041 9917 2277 28977 2029 26652 1135 5258 402 893 7376 1192 1995 639 714 is_linear=0 shrinkage=0.01 Tree=272 num_leaves=31 num_cat=0 split_feature=11 10 1 1 1 6 10 10 6 1 10 10 10 6 6 1 1 6 10 10 10 10 10 5 6 1 1 10 10 10 split_gain=25343.1 7.52712 1.5082 1.44512 1.31427 0.886246 0.512515 0.493438 0.262311 0.256926 0.241553 0.216698 0.155724 0.154741 0.151813 0.118998 0.0990416 0.0854776 0.085127 0.0848855 0.0845615 0.0775944 0.0722009 0.069647 0.0634399 0.062291 0.0612644 0.0536838 0.0511399 0.0771218 threshold=1.0000000180025095e-35 3.3950000000000005 -32.499999999999993 -65.499999999999986 -59.499999999999993 12.500000000000002 1.0000000180025095e-35 6.0550000000000006 38.500000000000007 -65.499999999999986 3.3950000000000005 6.285000000000001 4.495000000000001 9.5000000000000018 1.5000000000000002 -30.499999999999996 -1.0000000180025095e-35 2.5000000000000004 6.1150000000000011 2.3350000000000004 5.5150000000000006 5.3350000000000009 9.0500000000000025 1.5000000000000002 125.50000000000001 -210.49999999999997 -371.49999999999994 2.5750000000000006 8.1200000000000028 7.6900000000000004 decision_type=2 10 8 8 10 2 10 10 2 10 10 10 10 2 2 10 8 2 10 10 10 10 10 10 2 10 10 10 10 10 left_child=10 2 6 5 7 11 13 9 -9 12 16 17 -5 -2 18 19 -1 21 -6 -4 -7 -3 -13 -14 -11 -23 -22 -8 29 -16 right_child=1 3 15 4 14 20 27 8 -10 24 -12 22 23 -15 28 -17 -18 -19 -20 -21 26 25 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010261773618632525 0.010799807096277828 0.011468458309455113 0.010623979949817683 0.010927152975540776 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3308 7048 2156 3664 1260 2733 2041 6604 2644 2629 is_linear=0 shrinkage=0.01 Tree=273 num_leaves=31 num_cat=0 split_feature=11 6 2 3 5 3 19 6 5 6 6 19 2 6 5 3 2 5 3 0 2 2 6 5 3 6 3 0 6 0 split_gain=25077.3 2.54029 0.363184 0.305795 0.274582 0.200904 0.181627 0.173166 0.194655 0.12555 0.113422 0.0997635 0.0885265 0.0876224 0.101843 0.0834136 0.0985242 0.0688415 0.0677436 0.130456 0.09449 0.0659105 0.0571485 0.054616 0.0655039 0.0517889 0.0686847 0.043112 0.041025 0.0475992 threshold=1.0000000180025095e-35 7.5000000000000009 0.98936170212765973 0.50952467343976793 1.5000000000000002 0.88251725271114034 1.0000000180025095e-35 36.500000000000007 2.5000000000000004 1.5000000000000002 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 0.49341991341991348 0.93235294117647072 2.5000000000000004 0.90501253132832093 1.0000000180025095e-35 0.087337909992372217 0.79531763417305601 3.5000000000000004 2.5000000000000004 0.35319472616632858 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153.112 649.793 261.177 235.53 internal_count=911180 187777 723403 35931 71680 651723 151846 22852 10888 29550 12189 42130 38883 87643 9402 13079 11062 16378 10200 11523 4817 8511 7937 5620 3637 3259 5521 17361 10346 9574 is_linear=0 shrinkage=0.01 Tree=275 num_leaves=31 num_cat=0 split_feature=11 10 1 1 1 10 10 1 10 10 10 10 1 1 5 10 1 10 5 5 10 1 1 10 1 10 10 10 10 5 split_gain=24616.2 7.14775 1.43296 1.36882 1.2461 0.486812 0.468154 0.244836 0.230341 0.148193 0.114008 0.166795 0.113577 0.094493 0.0874544 0.0810861 0.161598 0.0797785 0.0679946 0.0671288 0.0583777 0.109856 0.058631 0.0508649 0.046928 0.0463637 0.0424351 0.0408974 0.0435176 0.040664 threshold=1.0000000180025095e-35 3.3950000000000005 -32.499999999999993 -65.499999999999986 -59.499999999999993 1.0000000180025095e-35 6.0550000000000006 -65.499999999999986 3.3950000000000005 4.495000000000001 9.0500000000000025 6.285000000000001 -30.499999999999996 -1.0000000180025095e-35 15.500000000000002 5.6750000000000007 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24.5399 18.6657 17.1174 15.1567 14.5453 12.5778 11.7674 28.1374 18.2384 11.5916 11.3303 10.3873 7.96926 7.32171 6.91945 6.4858 6.09647 5.71622 5.32659 threshold=0.068259380757808671 0.00048551171494175006 0.94052824378013633 0.0043998162727802515 -371.49999999999994 2.9750000000000005 2.9517374969145752e-05 -390.49999999999994 3.1750000000000003 0.99894970655441295 0.51461192965507518 -9.4999999999999982 5.8950000000000005 1.3750000000000002 2.6750000000000003 3.9650000000000003 5.4850000000000012 2.5750000000000006 -8.4999999999999982 3.9350000000000005 1.8450000000000004 5.7250000000000005 5.6250000000000009 0.011652591172605703 4.9150000000000009 -351.49999999999994 6.5000000000000009 1.5000000000000002 4.0456557144352709e-06 0.00017857718921725002 decision_type=2 2 2 2 10 10 2 10 10 2 2 8 8 10 10 10 8 10 8 10 10 10 8 2 10 10 2 10 2 2 left_child=1 6 4 11 5 13 28 8 20 17 27 16 25 -2 -13 -7 26 -4 -19 -20 -5 24 23 -9 -17 -8 -3 -6 -1 -27 right_child=2 3 9 7 10 15 12 22 -10 -11 -12 14 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972.617 1524.25 270.389 226.098 335.302 746.519 1085.19 729.039 191.529 92.6174 217.803 826.5 618.609 196.399 1307.76 541.438 714.298 7866.34 900.893 internal_count=911180 726640 184540 74917 32694 12945 651723 32787 10821 151846 19749 42130 87643 4066 10962 8879 31168 16378 10200 2995 1643 6709 21966 17643 6316 77637 24365 11700 564080 54277 is_linear=0 shrinkage=0.01 Tree=277 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 12 12 48 10 48 10 10 48 10 10 48 10 48 10 10 10 19 12 10 39 10 10 19 12 48 split_gain=16563.6 739.955 620.78 70.0925 57.3026 45.2677 40.5333 36.1692 59.4625 28.7231 31.4406 25.5851 18.9842 17.5616 13.6544 23.2003 11.9001 16.8319 9.30154 8.32014 8.57261 7.90125 6.83938 6.79708 6.58067 6.57207 6.09805 7.93616 5.83373 5.41793 threshold=0.049213243648409809 0.94052824378013633 0.00042608799412840006 0.51461192965507518 0.0043998162727802515 2.9517374969145752e-05 0.99894970655441295 1.0000000180025095e-35 2.4350000000000005 1.0000000180025095e-35 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1425.5164041370153 770.35347815044224 leaf_count=469083 1486 6178 573 1180 666 28011 135468 6713 1680 13867 1787 4589 25510 9660 2017 6245 3935 6265 3317 569 7062 320 5251 14581 91 3494 9019 717 94997 46849 internal_value=0 0.00895127 -0.00847227 0.003556 -0.00344224 -0.00956828 0.010247 0.00195166 -0.00023553 -0.00171695 -0.00406539 -0.00509088 -0.00576661 -0.00794802 0.00568743 0.00516224 0.00843507 0.00770208 0.00291222 -0.00218574 -0.00264995 0.00177128 0.00336569 -0.00779846 -0.00370593 -0.000474517 -0.00523884 -0.00604309 -0.00987046 -0.00839556 internal_weight=0 10584.9 11260.4 2049.76 2014.6 9245.79 8535.17 1169.48 459.201 984.412 340.605 1030.18 870.195 1453.29 880.28 747.38 1078.62 725.376 284.081 354.948 325.065 203.268 710.283 300.858 228.463 643.807 296.392 225.5 7792.5 1246.66 internal_count=911180 187777 723403 35931 74803 648600 151846 22852 10888 29550 12189 45253 40664 84520 13079 11062 16378 10200 4817 9402 8833 3637 11964 15154 7153 17361 11523 9736 564080 74860 is_linear=0 shrinkage=0.01 Tree=278 num_leaves=31 num_cat=0 split_feature=12 12 12 12 1 12 1 12 12 1 12 1 5 12 12 6 12 6 6 12 1 5 6 6 12 12 5 0 12 6 split_gain=16359 741.271 621.923 69.0737 61.9018 51.8679 47.4237 45.9482 41.3202 19.4128 12.2135 9.18194 8.50544 7.61807 7.34447 6.9558 6.67939 6.53525 6.39957 5.95308 5.4728 4.73239 4.65752 4.54465 4.54017 4.22811 4.14222 3.34398 3.30435 3.21673 threshold=0.049213243648409809 0.94052824378013633 0.00042608799412840006 0.51461192965507518 -390.49999999999994 0.0043998162727802515 -390.49999999999994 2.9517374969145752e-05 0.99894970655441295 -371.49999999999994 0.0089773964136838514 -364.49999999999994 1.5000000000000002 0.18897357583045957 0.0013712961226701001 3.5000000000000004 0.00014260681928130004 1.5000000000000002 1.5000000000000002 4.0456557144352709e-06 -8.4999999999999982 1.5000000000000002 3.5000000000000004 99.500000000000014 0.011652591172605703 0.99989646673202526 1.5000000000000002 1.0000000180025095e-35 0.18897357583045957 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741514 5718 2849 146569 14530 1901 3561 9444 16163 725351 948 30877 115692 2157 2178 1842 12674 665 1203 22216 7006 3489 978 3749 547 53408 is_linear=0 shrinkage=0.01 Tree=280 num_leaves=31 num_cat=0 split_feature=12 12 12 12 1 10 12 1 10 12 12 1 10 10 10 10 10 10 1 10 10 10 10 12 10 1 12 5 12 5 split_gain=15986.9 701.283 650.114 62.2244 57.3565 124.827 50.8706 43.9005 51.1911 41.7885 31.7832 24.1527 18.8465 16.8684 15.0998 14.1207 12.236 12.2087 28.0372 18.0453 11.0698 10.9349 9.90443 7.58169 7.22325 7.08502 6.02995 5.90789 5.41589 5.14109 threshold=0.068259380757808671 0.00048551171494175006 0.94052824378013633 0.0043998162727802515 -371.49999999999994 2.9750000000000005 2.9517374969145752e-05 -390.49999999999994 3.1750000000000003 0.99894970655441295 0.51461192965507518 -9.4999999999999982 5.8950000000000005 1.3750000000000002 2.6750000000000003 3.9650000000000003 5.4850000000000012 2.5750000000000006 -8.4999999999999982 3.9350000000000005 1.8450000000000004 5.7250000000000005 5.6250000000000009 0.011652591172605703 4.9150000000000009 -351.49999999999994 4.0456557144352709e-06 1.5000000000000002 0.00017857718921725002 1.5000000000000002 decision_type=2 2 2 2 10 10 2 10 10 2 2 8 8 10 10 10 8 10 8 10 10 10 8 2 10 10 2 10 2 10 left_child=1 6 4 11 5 13 26 8 20 17 27 16 25 -2 -13 -7 -3 -4 -19 -20 -5 24 23 -9 -17 -8 -1 -6 -27 -25 right_child=2 3 9 7 10 15 12 22 -10 -11 -12 14 -14 -15 -16 21 -18 18 19 -21 -22 -23 -24 29 -26 28 -28 -29 -30 -31 leaf_value=-0.0099909685771598263 0.0085800835084901914 -0.0048596485671728749 0.0099007987957621078 0.0055562202486055248 0.0040045446079920175 -0.00013600851905087614 -0.0094076187207825217 -0.0023806045594676555 -0.0076856055660181055 0.01048495528598673 0.0066178142366326567 -0.00049545940935686087 -0.0050715694754118927 0.0035230034631121786 -0.0087779027664895599 -0.0033247408741210512 -0.001971191501412518 0.0087994331773066786 0.0069477093719198845 0.00068431845373844141 -0.0015188610222084216 0.0023543343566413701 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9.26468 8.17616 7.37952 7.20811 6.70171 6.1524 6.11449 5.37001 5.25779 4.839 4.70363 4.44049 4.29315 3.93909 3.72317 3.36365 3.27421 3.02427 2.95885 threshold=0.049213243648409809 0.94052824378013633 0.00042608799412840006 0.51461192965507518 -390.49999999999994 0.0043998162727802515 2.9517374969145752e-05 -390.49999999999994 0.99894970655441295 -371.49999999999994 0.0089773964136838514 -364.49999999999994 1.5000000000000002 0.18897357583045957 0.0013712961226701001 0.00014260681928130004 4.0456557144352709e-06 0.51234756097560985 -8.4999999999999982 1.0000000180025095e-35 0.50952467343976793 1.5000000000000002 0.99989646673202526 0.011652591172605703 1.5000000000000002 0.25108695652173912 2.5000000000000004 1.0000000180025095e-35 0.97252115607261669 0.091229193341869366 decision_type=2 2 2 2 10 2 2 10 2 10 2 10 10 2 2 2 2 2 8 2 2 10 2 2 10 2 8 2 2 2 left_child=2 3 6 7 10 14 16 17 18 19 -4 -8 23 24 29 -13 -1 -2 -3 26 -20 -11 -10 -7 -9 -12 -5 -16 -22 -6 right_child=1 8 4 9 5 12 11 13 22 21 25 15 -14 -15 27 -17 -18 -19 20 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0099872660557839919 2.4868858433671853e-05 0.0089133163061403241 -0.0077122721581239185 0.0028355261253386801 -0.0030406390065804505 -0.00089732366066051826 -0.0091775130712873926 0.0028473417037734984 0.0096457370786384219 0.0071104191945456233 -0.0019106986776884897 -0.0080109805221632614 -0.0021860873562301979 0.0041771700247372834 -0.0036399024011665622 -0.0063510519097524165 -0.009247338878943398 -0.0026499498784223492 0.0081544903206784026 0.0053691794953135696 0.0025425773221997554 0.0050828000644987052 0.010550640031720416 0.00094571408676324888 0.00062719719589163204 -0.0052459734008740797 -0.0024295485557682905 -0.0014047004024673893 0.0065489265017124026 -0.0054386852403003104 leaf_weight=6124.9912252835929 200.53055830299854 624.38178942352533 293.39901607111096 171.55529658682644 60.727581645362079 217.46890306845307 388.77292612753808 303.81976367160678 590.864626634866 430.79536459967494 43.9753143414855 623.96243936382234 204.68601514026523 394.06868861429393 299.33179678022861 398.60100023727864 1376.2388230198994 148.93406070023775 298.20436100289226 93.937797894701362 22.975899215787649 155.78074483573437 6595.6064085140824 301.77224647440016 108.43975151702762 140.09803733509034 13.057470493018625 83.905034950003028 104.71689189970493 336.88550547603518 leaf_count=469083 4625 8900 14537 3146 2027 6324 22911 5358 10137 5821 1225 39938 6760 6061 12182 21671 94997 4358 5347 1572 392 2228 125331 6842 2450 5476 312 2512 1739 16918 internal_value=0 0.00887453 -0.00841315 0.00346552 -0.00336145 -0.00238007 -0.00953671 0.00189437 0.0102016 0.00556454 -0.00645429 -0.00786351 -0.000493435 0.00319868 -0.00412917 -0.00736393 -0.00985151 -0.00111508 0.00832276 0.00344316 0.00745698 0.00657193 0.0104762 0.000173812 0.00226336 -0.00444917 0.00246313 -0.00315053 0.00582806 -0.00507243 internal_weight=0 10257.7 10894.8 2020.92 1982.25 1504.78 8912.57 1155.79 8236.75 865.127 477.472 1411.34 723.927 806.328 780.85 1022.56 7501.23 349.465 1050.28 278.551 425.897 586.576 7186.47 519.241 412.26 184.073 184.613 383.237 127.693 397.613 internal_count=911180 187777 723403 35931 74803 53565 648600 22852 151846 13079 21238 84520 19926 13869 33639 61609 564080 8983 16378 5030 7478 8049 135468 13166 7808 6701 3458 14694 2131 18945 is_linear=0 shrinkage=0.01 Tree=282 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 12 12 10 48 48 10 10 10 48 10 10 48 10 48 29 29 10 29 19 19 10 39 39 48 10 split_gain=15593.5 702.433 653.182 60.4709 55.3155 52.3604 43.3598 32.2072 31.9579 30.0476 48.9383 23.849 19.1369 18.5613 17.3725 13.7027 21.8712 12.6012 16.8998 12.3241 11.9207 8.99153 8.73013 10.347 8.29692 10.8298 7.72256 6.55188 6.52166 6.5005 threshold=0.068259380757808671 0.00048551171494175006 0.94052824378013633 0.0043998162727802515 0.51461192965507518 2.9517374969145752e-05 0.99894970655441295 5.6250000000000009 1.0000000180025095e-35 1.0000000180025095e-35 2.4350000000000005 7.4250000000000007 5.8950000000000005 1.0000000180025095e-35 3.1750000000000003 8.2700000000000014 1.0000000180025095e-35 2.5750000000000006 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.9750000000000005 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.7050000000000005 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.9950000000000006 decision_type=2 2 2 2 2 2 2 8 2 2 10 8 8 2 10 8 2 10 2 2 2 10 2 2 2 10 2 2 2 10 left_child=1 5 4 11 9 -1 17 8 14 10 -2 13 28 -3 -5 16 21 -4 -19 24 -16 -6 23 27 25 -12 -27 29 -7 -23 right_child=2 3 6 7 15 12 -8 -9 -10 -11 19 -13 -14 -15 20 -17 -18 18 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.009845698069995433 0.0063545658350554627 -0.007572911444299401 0.0098678340341741694 -0.00063368583994982382 0.0056444508845788959 -0.0091687259622295625 0.010467621057958509 0.0017824862988821469 -0.00083389292469912449 0.003464277081958656 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5167 2939 77637 2841 is_linear=0 shrinkage=0.01 Tree=283 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 10 10 12 12 12 12 12 12 2 12 48 2 10 10 2 10 2 10 12 10 10 2 10 split_gain=22986.1 22.9624 2.79189 2.2094 1.05589 0.622852 0.572116 0.392196 0.357446 0.27597 0.191426 0.185468 0.149011 0.131218 0.128807 0.108598 0.0868606 0.0747634 0.0671481 0.0648891 0.0600948 0.0555766 0.0542161 0.0534652 0.0490261 0.0475527 0.04659 0.0405863 0.0395422 0.0381575 threshold=1.0000000180025095e-35 0.094556797295808764 0.8784809708595277 0.0011766494717448501 0.13270235061645502 2.9150000000000005 3.2950000000000004 2.6750000000000003 3.1450000000000005 0.0089773964136838514 0.99766892194747936 0.3781151175498963 0.8784809708595277 0.0013712961226701001 5.9116524425917312e-05 0.034723896792862259 0.0070173616986721008 1.0000000180025095e-35 0.012270400481782552 7.0450000000000008 2.8250000000000006 0.034723896792862259 2.9150000000000005 0.012270400481782552 1.0000000180025095e-35 0.068259380757808671 3.3950000000000005 3.2950000000000004 0.023937770392229853 2.6750000000000003 decision_type=2 2 2 2 2 10 10 10 10 2 2 2 2 2 2 2 2 2 2 10 10 2 8 2 10 2 10 8 2 10 left_child=4 3 7 8 13 16 17 -3 24 21 -8 18 20 -1 -10 -11 -5 -4 -9 -12 -6 -7 -18 -16 -2 -17 -14 -19 -13 -15 right_child=1 2 6 5 12 9 10 11 14 15 19 28 26 29 23 25 22 27 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.01014051352710286 0.01217310996639313 0.010850691934009556 0.010555707175733594 0.01178988251556953 -0.010725961946151821 0.012168217235301901 0.010932512863498762 0.011260100586111011 0.013456403396865111 0.011656132059349846 0.010747157254172529 0.01103280500403888 -0.011030688897612691 -0.010402415825797517 0.012604429663723677 0.012156196564606977 0.01153127263690578 0.010759941939293203 0.011600039622375775 0.010603456955952143 -0.010412770089555412 0.012579451649274286 0.011120738793220402 0.013083594625019105 0.012653235779286027 0.011775753517819919 -0.010693041686991081 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threshold=0.049213243648409809 0.94052824378013633 0.00042608799412840006 0.51461192965507518 -390.49999999999994 3.1450000000000005 2.9517374969145752e-05 0.0043998162727802515 0.99894970655441295 -390.49999999999994 2.9150000000000005 5.8950000000000005 -371.49999999999994 2.9750000000000005 1.6450000000000002 2.5750000000000006 -8.4999999999999982 3.9350000000000005 5.4750000000000005 2.9150000000000005 3.9650000000000003 5.7950000000000008 1.5000000000000002 0.18897357583045957 4.8950000000000005 6.5000000000000009 4.0456557144352709e-06 -351.49999999999994 1.3750000000000002 5.5050000000000008 decision_type=2 2 2 2 10 10 2 2 2 10 10 8 10 10 10 10 8 10 8 8 10 10 10 2 10 2 2 10 10 10 left_child=2 3 6 9 5 14 26 18 15 10 19 27 13 28 -4 -3 -17 -18 25 -2 -12 -22 -9 -11 -15 -6 -1 -8 -5 -26 right_child=1 8 4 12 7 -7 11 22 -10 23 20 -13 -14 24 -16 16 17 -19 -20 -21 21 -23 -24 -25 29 -27 -28 -29 -30 -31 leaf_value=-0.0099783062427340492 0.0022600096838434679 0.0098432691170086666 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215.31801317166537 56.849678929895163 128.3444937877357 10.376418599858878 202.61422301921993 389.8923730738461 34.911517402157187 239.00994025263935 1339.3506625173613 815.28760048002005 60.883752409368753 13.661190772429107 leaf_count=469083 1089 6178 627 1319 13142 18691 22539 13166 135468 7808 1689 9660 8049 1555 1920 7205 1704 1291 7480 844 5159 202 6760 6061 998 13017 94997 52321 905 253 internal_value=0 0.00882104 -0.00837204 0.0034054 -0.0033073 -0.00638905 -0.00951445 -0.00233634 0.0101693 0.00185979 -0.00109467 -0.00780511 0.0054783 0.00338559 -0.000380682 0.00824379 0.0074757 0.00415684 -0.00406122 0.00485261 -0.00463795 -0.00615064 -0.000484417 0.00313748 -0.000826728 -0.00485779 -0.00983805 -0.00827196 0.00750608 -0.00389433 internal_weight=0 10014.9 10624.8 1996.26 1955.48 468.501 8669.36 1486.98 8018.62 1143.58 345.248 1379.95 852.681 274.993 116.431 1028.98 695.159 185.597 769.896 128.898 216.35 138.721 717.081 798.332 135.982 554.578 7289.4 1180.95 139.012 48.5727 internal_count=911180 187777 723403 35931 74803 21238 648600 53565 151846 22852 8983 84520 13079 5030 2547 16378 10200 2995 33639 1933 7050 5361 19926 13869 2806 26159 564080 74860 2224 1251 is_linear=0 shrinkage=0.01 Tree=285 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 10 10 12 12 12 12 12 12 1 12 10 10 3 3 3 10 10 10 12 3 1 10 1 split_gain=22567.6 22.6388 2.71083 2.21364 1.04906 0.606147 0.543213 0.378324 0.352918 0.27283 0.185299 0.181201 0.148912 0.131358 0.128958 0.0860899 0.0855822 0.0610631 0.0593055 0.0548401 0.0545796 0.0683448 0.052869 0.0492667 0.0463625 0.0462854 0.0447898 0.0432988 0.0654206 0.0405469 threshold=1.0000000180025095e-35 0.094556797295808764 0.8784809708595277 0.0011766494717448501 0.13270235061645502 2.9150000000000005 3.2950000000000004 2.6750000000000003 3.1450000000000005 0.0089773964136838514 0.99766892194747936 0.51461192965507518 0.8784809708595277 5.9116524425917312e-05 0.0013712961226701001 -32.499999999999993 0.0070173616986721008 7.0450000000000008 2.8250000000000006 1.0000000180025095e-35 1.0000000180025095e-35 0.96352549889135264 2.9150000000000005 1.0000000180025095e-35 3.3950000000000005 0.068259380757808671 1.0000000180025095e-35 -367.49999999999994 3.6350000000000002 -371.49999999999994 decision_type=2 2 2 2 2 10 10 10 10 2 2 2 2 2 2 8 2 10 10 2 2 2 8 10 10 2 2 10 10 10 left_child=4 3 7 8 14 16 15 -3 23 -7 -8 19 18 -10 -1 -4 -5 -12 -6 -9 -11 25 -18 -2 -14 -22 -15 28 -13 -21 right_child=1 2 6 5 12 9 10 11 13 20 17 27 24 26 -16 -17 22 -19 -20 29 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010137838788454076 0.012157174893355795 0.01083706134992706 0.010656007407211178 0.011772589519250037 -0.010721916252180011 0.012451281644543673 0.010916005153579964 0.011215897506985786 0.013441484708390988 0.011663355533757134 0.010731680272973663 0.011020100022656668 -0.01102809404089629 0.01253432030704682 -0.010250533549274965 0.010544340382162246 0.011513763122645838 0.010590984930554981 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237 2285 internal_value=0 0.0108276 0.0106694 0.0122735 -0.0101768 0.0119423 0.0106088 0.0111712 0.0129582 0.012134 0.0107473 0.0112891 -0.0105588 0.0131589 -0.0101509 0.0105595 0.0114618 0.0106947 -0.0104585 0.011439 0.0119511 0.0120147 0.0113151 0.0124056 -0.0107793 0.012087 0.0129598 0.0111189 0.0113731 0.0115041 internal_weight=0 9896.01 8919.91 976.101 10588.2 657.867 7959.32 960.586 318.235 470.192 2089.38 710.102 673.391 233.45 9914.79 5869.93 187.674 1593 462.963 377.458 298.24 244.264 127.483 84.7842 210.428 205.863 136.96 332.644 55.7753 292.194 internal_count=911180 169666 162693 6973 741514 5124 151733 10960 1849 3343 33596 7340 16163 1293 725351 118137 1781 26970 12674 3547 2240 1790 1297 556 3489 1467 784 3793 566 2649 is_linear=0 shrinkage=0.01 Tree=286 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 10 10 12 12 12 12 12 12 2 1 12 2 10 10 2 1 10 10 2 10 12 10 10 split_gain=22331.6 21.8899 2.62487 2.13282 1.01739 0.584996 0.526274 0.365996 0.33946 0.263096 0.179446 0.175289 0.144293 0.126262 0.125115 0.101636 0.083414 0.0827161 0.0626863 0.059134 0.0574653 0.0523736 0.0519299 0.0839817 0.0511208 0.050594 0.0474624 0.0452836 0.0448745 0.0362143 threshold=1.0000000180025095e-35 0.094556797295808764 0.8784809708595277 0.0011766494717448501 0.13270235061645502 2.9150000000000005 3.2950000000000004 2.6750000000000003 3.1450000000000005 0.0089773964136838514 0.99766892194747936 0.3781151175498963 0.8784809708595277 5.9116524425917312e-05 0.0013712961226701001 0.034723896792862259 -32.499999999999993 0.0070173616986721008 0.012270400481782552 7.0450000000000008 2.8250000000000006 0.034723896792862259 -367.49999999999994 3.6350000000000002 2.9150000000000005 0.028778467908902653 1.0000000180025095e-35 0.068259380757808671 3.3950000000000005 2.6750000000000003 decision_type=2 2 2 2 2 10 10 10 10 2 2 2 2 2 2 2 8 2 2 10 10 2 10 10 8 2 10 2 10 10 left_child=4 3 7 8 14 17 16 -3 26 21 -8 18 20 -10 -1 -11 -4 -5 -9 -12 -6 -7 23 -13 -19 -15 -2 -17 -14 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1163.816126614809 33.90458820015192 54.760260280221701 32.086490035057068 146.88108048588037 178.28007329255342 5022.9653012566268 64.759629912674427 202.89991749078035 414.41049237176776 387.07178895734251 127.16828036308289 352.89696089923382 34.985173679888248 61.618526481091976 103.90736488997936 43.345530048012733 39.437021255493164 153.73281260579824 990.40086378064007 leaf_count=671943 288 3620 14032 484 1206 304 6626 825 509 662 18810 406 676 198 4419 1259 104105 587 1782 8160 11468 799 4042 285 710 586 268 319 2813 48989 internal_value=0 0.0108187 0.0106623 0.0122459 -0.010175 0.0119194 0.0106024 0.0111583 0.0129203 0.0121085 0.0107393 0.0112747 -0.010553 0.0131177 -0.0101494 0.0119281 0.0105537 0.0114453 0.0114676 0.0106874 -0.0104538 0.0124211 0.0111456 0.0113968 0.0113004 0.0129218 0.0123762 0.0120391 -0.0107711 -0.010248 internal_weight=0 9805.55 8836.99 968.555 10484.7 652.566 7884.87 952.124 315.988 466.492 2070.12 703.929 667.056 231.849 9817.6 295.84 5814.75 186.074 282.142 1578.23 458.563 170.652 421.787 68.8898 126.378 135.994 84.1391 217.717 208.493 1137.28 internal_count=911180 169666 162693 6973 741514 5124 151733 10960 1849 3343 33596 7340 16163 1293 725351 2240 118137 1781 2607 26970 12674 1103 4733 691 1297 784 556 1578 3489 53408 is_linear=0 shrinkage=0.01 Tree=287 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 10 10 12 12 12 12 12 12 2 12 2 10 10 2 10 2 6 10 12 10 10 10 2 split_gain=22098.3 21.1665 2.54181 2.05516 0.986688 0.5646 0.433667 0.383873 0.326548 0.254564 0.253667 0.13982 0.121384 0.121374 0.120152 0.0981 0.0799499 0.0701798 0.0572672 0.0556831 0.050479 0.0494324 0.0487038 0.0457518 0.0457282 0.0436909 0.0434354 0.0351223 0.0316814 0.0311494 threshold=1.0000000180025095e-35 0.094556797295808764 0.94052824378013633 0.0011766494717448501 0.13270235061645502 2.9150000000000005 3.2950000000000004 2.7650000000000001 3.1450000000000005 0.51461192965507518 0.0089773964136838514 0.8784809708595277 5.9116524425917312e-05 0.0013712961226701001 0.99766892194747936 0.034723896792862259 0.0070173616986721008 0.012270400481782552 7.0450000000000008 2.8250000000000006 0.034723896792862259 2.9150000000000005 0.012270400481782552 3.5000000000000004 1.0000000180025095e-35 0.068259380757808671 3.3950000000000005 2.6750000000000003 2.9150000000000005 0.012270400481782552 decision_type=2 2 2 2 2 10 10 10 10 2 2 2 2 2 2 2 2 2 10 10 2 8 2 2 10 2 10 10 8 2 left_child=4 3 7 8 13 16 23 -3 24 17 20 19 -10 -1 -8 -12 28 -9 -16 -6 -7 -18 -14 -4 -2 -17 -13 -15 -5 -11 right_child=1 2 6 5 11 10 14 9 12 29 15 26 22 27 18 25 21 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010135075168441863 0.012105900184405117 0.010798497717864872 0.010532948687490476 0.011999313547107388 -0.010706701342645146 0.012096089940151005 0.010877627216942408 0.011189626461961867 0.013350618505037588 0.010928162873407287 0.011600072001482132 -0.011005821010835264 0.012522370018758364 -0.010390477261799869 0.010716186952272467 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1259 587 2384 8160 11468 799 710 602 18825 268 319 2813 48989 298 3544 internal_value=0 0.0108099 0.0106553 0.0122187 -0.0101733 0.0118968 0.0105901 0.0111009 0.0128829 0.0112146 0.0120832 -0.0105472 0.0130772 -0.0101479 0.010719 0.0119054 0.011429 0.0114098 0.0106801 -0.0104491 0.0123914 0.0112859 0.0128844 0.0105461 0.0123472 0.0120149 -0.0107629 -0.0102455 0.0117318 0.0110539 internal_weight=0 9715.83 8754.79 961.041 10382.1 647.295 7638.02 1116.77 313.746 811.692 462.811 660.777 230.25 9721.35 1946.94 293.453 184.484 366.438 1563.58 454.203 169.358 125.281 135.03 5691.08 83.4965 215.984 206.575 1126.24 59.2034 445.254 internal_count=911180 169666 162693 6973 741514 5124 149247 13446 1849 8837 3343 16163 1293 725351 32266 2240 1781 3497 26970 12674 1103 1297 784 116981 556 1578 3489 53408 484 5340 is_linear=0 shrinkage=0.01 Tree=288 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 12 12 12 5 12 12 12 12 2 6 6 12 2 6 5 12 3 2 6 6 5 2 6 2 12 split_gain=14584.2 710.272 598.89 61.0184 50.214 47.4959 43.2687 11.0648 8.40868 7.02244 6.86398 6.35558 6.25909 5.59501 6.60191 4.86207 4.68033 4.1192 4.56339 3.93714 3.83219 3.02514 2.967 3.10319 2.39411 2.36186 2.35685 2.56423 2.31754 2.24721 threshold=0.049213243648409809 0.94052824378013633 0.00042608799412840006 0.51461192965507518 0.0043998162727802515 2.9517374969145752e-05 0.99894970655441295 0.18897357583045957 2.5000000000000004 0.015218299813568552 0.0013712961226701001 4.0456557144352709e-06 0.00014260681928130004 0.051836094939543158 1.5000000000000002 58.500000000000007 0.99989646673202526 0.05298245614035086 1.5000000000000002 2.5000000000000004 0.98755538463592529 1.0000000180025095e-35 0.05298245614035086 1.5000000000000002 497.50000000000006 2.5000000000000004 0.062895569620253167 1.5000000000000002 0.25092592592592594 0.65440738201141369 decision_type=2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 8 2 2 2 2 left_child=2 3 5 7 10 11 20 17 9 -6 21 -1 -7 -5 25 19 -8 -2 -19 -9 -3 -4 -12 -24 29 -15 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7.64051 9.80977 7.14346 6.64072 6.61939 6.09478 threshold=0.068259380757808671 0.00042608799412840006 0.94052824378013633 0.0043998162727802515 0.51461192965507518 2.9517374969145752e-05 0.99894970655441295 5.6250000000000009 1.0000000180025095e-35 1.0000000180025095e-35 2.4350000000000005 6.2150000000000007 1.0000000180025095e-35 5.8950000000000005 3.1750000000000003 8.2700000000000014 1.0000000180025095e-35 2.5750000000000006 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.9750000000000005 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.7050000000000005 1.0000000180025095e-35 4.0456557144352709e-06 2.6750000000000003 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 8 2 2 10 8 2 8 10 8 2 10 2 2 2 10 2 2 2 10 2 2 10 2 left_child=1 5 4 11 9 27 17 8 14 10 -2 12 28 -7 -5 16 21 -4 -19 24 -16 -6 23 29 25 -12 -27 -1 -3 -23 right_child=2 3 6 7 15 13 -8 -9 -10 -11 19 -13 -14 -15 20 -17 -18 18 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31 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191.08955099619925 202.53303011041135 121.7395215369761 432.76157552562654 245.29603136144578 421.50499254092574 41.295142089948058 32.992800872772932 135.07676155865192 27.088074224069715 23.196993298828602 25.503285190090537 136.7539508510381 5.9897711165249339 1265.7034155335277 254.24296532664448 7.2600727416574946 leaf_count=469083 1341 573 6178 1560 1180 74860 135468 5170 15274 10219 1652 4589 25510 9660 9743 2017 6245 3935 6265 748 1040 2841 378 320 488 5079 88 94997 14581 98 internal_value=0 -0.00819056 0.00884226 -0.00299025 0.00353018 -0.00947384 0.0101092 -0.0013568 -0.00224928 0.00200978 -8.48806e-05 -0.00479853 -0.00547839 -0.00770275 -0.00471079 0.0053448 0.00481983 0.0081163 0.00733365 -0.00192703 -0.00598155 0.00264876 0.00156046 0.00072974 -0.00271143 -0.00328613 -0.00490354 -0.00981304 -0.00758668 -0.000243808 internal_weight=0 10185.5 9370.36 2015.99 1804.51 8169.55 7565.85 1059.2 824.176 981.852 384.834 956.792 805.231 1313.15 308.788 822.657 700.917 982.874 666.801 297.277 235.526 268.156 192.622 165.534 255.981 230.478 142.744 6856.41 274.496 142.337 internal_count=911180 726640 184540 78040 32694 648600 151846 32787 27617 19615 9396 45253 40664 84520 12343 13079 11062 16378 10200 8055 10783 4817 3637 3259 7307 6819 5167 564080 15154 2939 is_linear=0 shrinkage=0.01 Tree=292 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 1 12 12 6 3 3 12 6 6 6 6 12 6 1 6 2 6 12 12 3 12 12 split_gain=21305.7 21.9265 2.51513 2.25139 1.03437 0.342369 0.281263 0.24449 0.240058 0.150368 0.122993 0.107243 0.0971773 0.0887399 0.0867729 0.0818545 0.0798325 0.0568823 0.0481999 0.0434532 0.0401928 0.0363539 0.0342352 0.0286984 0.0265053 0.0260966 0.0249486 0.0230488 0.0225353 0.0220659 threshold=1.0000000180025095e-35 0.094556797295808764 0.94052824378013633 0.0011766494717448501 0.13270235061645502 0.0089773964136838514 0.51461192965507518 7.0975467679090811e-05 -32.499999999999993 0.8784809708595277 0.0013712961226701001 3.5000000000000004 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659.562 435.447 232.893 331.045 198.632 175.619 150.466 93.7658 83.4162 69.624 60.1428 51.2042 54.6009 48.1676 43.9815 41.9841 41.1056 39.1435 37.127 33.1641 31.5258 31.3792 29.1022 27.42 48.9592 56.6892 26.0448 24.6026 24.4963 threshold=3.3250000000000006 -32.499999999999993 30.500000000000004 6.1150000000000011 -70.499999999999986 3.2950000000000004 -11.499999999999998 4.495000000000001 -1.0000000180025095e-35 2.3350000000000004 4.2350000000000012 1.5000000000000002 1.5000000000000002 -361.49999999999994 -32.499999999999993 -1.0000000180025095e-35 4.9450000000000012 2.7350000000000008 6.9850000000000012 1.0000000180025095e-35 5.3350000000000009 5.3450000000000006 1.0000000180025095e-35 1.5000000000000002 5.9350000000000014 2.5000000000000004 -17.499999999999996 3.5050000000000003 6.8650000000000011 152.50000000000003 decision_type=10 8 2 10 8 8 10 10 8 10 10 2 2 10 10 8 10 10 10 2 10 10 2 10 10 10 8 10 10 2 left_child=1 5 3 7 11 17 18 8 -2 -3 15 -5 13 16 -11 -4 -9 -1 -6 -7 -15 -22 27 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internal_weight=0 7390.03 11836.1 7986.43 1430.1 1971.71 711.319 6556.33 1574.73 5418.32 3849.68 718.776 4981.61 2644.34 1713.55 431.255 737.007 1053.98 638.812 917.731 1907.33 521.563 664.567 2337.27 3418.43 923.45 561.958 382.225 510.82 403.275 internal_count=911180 185866 725314 431855 66948 63245 22088 364907 68853 122621 293459 44860 296054 140716 39808 24288 40511 40985 15666 22260 100205 24217 21971 155338 269171 69079 36921 14128 35938 23117 is_linear=0 shrinkage=0.01 Tree=294 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 12 12 10 48 10 48 10 48 10 10 10 48 10 48 10 12 10 10 19 5 12 10 19 10 12 split_gain=13744.4 699.406 598.753 63.6097 57.2694 45.0897 33.2293 30.6859 45.2427 27.7962 24.6882 26.5714 20.3852 14.6336 13.3721 12.4852 20.4592 12.4214 16.3698 7.48752 7.42274 7.07218 6.86703 6.83039 6.81466 5.76129 5.58826 7.22037 5.21418 5.0493 threshold=0.049213243648409809 0.94052824378013633 0.00025326936156485003 0.0043998162727802515 0.51461192965507518 0.99894970655441295 9.6955882327165472e-06 7.6900000000000004 1.0000000180025095e-35 6.2150000000000007 1.0000000180025095e-35 2.3350000000000004 1.0000000180025095e-35 5.8950000000000005 2.9150000000000005 9.0500000000000025 1.0000000180025095e-35 2.5750000000000006 1.0000000180025095e-35 2.9750000000000005 0.00099748477805400022 5.6550000000000011 2.6750000000000003 1.0000000180025095e-35 2.5000000000000004 0.18897357583045957 3.5950000000000002 1.0000000180025095e-35 5.4450000000000012 0.99989646673202526 decision_type=2 2 2 2 2 2 2 8 2 8 2 10 2 8 10 8 2 10 2 10 2 10 10 2 10 2 10 2 8 2 left_child=2 4 6 9 7 17 -1 8 14 12 11 -5 22 -8 -2 16 19 -3 -19 -6 -14 -16 -4 -21 28 -10 -13 -28 -12 -7 right_child=1 5 3 10 15 29 13 -9 25 -11 24 26 20 -15 21 -17 -18 18 -20 23 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0098941803864555852 0.0021158807027685462 0.0097278862152323578 -0.0025728431684663021 0.0037680722270997738 0.0053157080948021806 0.0094579372951329177 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313.07804867066443 23.112118311226368 67.929815429262817 284.06793976202607 183.29785249661654 22.182044796645641 154.88306336849928 5885.3478960990906 leaf_count=514855 1216 6178 726 639 1180 10137 106424 2222 6040 5856 11340 1814 18352 14268 8210 1924 6330 3935 6265 3322 14703 538 18669 323 2577 4626 9019 717 3444 125331 internal_value=0 0.0086907 -0.00826521 -0.00351218 0.00329676 0.0100855 -0.0095452 0.001807 0.00114976 -0.005062 -0.00154656 -0.00382579 -0.00572447 -0.00831716 -0.00158982 0.00530943 0.00481152 0.00807189 0.00729582 0.00262396 -0.00468772 -0.002568 -0.00771905 0.00157571 -0.000369887 0.00288686 -0.00494216 -0.00576349 6.1655e-06 0.0103887 internal_weight=0 9296.22 9841.72 2088.06 1910 7386.22 7753.66 1097.58 950.692 1167.52 920.544 313.43 985.798 1715.82 368.9 812.424 699.571 966.519 658.105 265.361 648.642 291.859 337.156 190.985 607.114 581.792 273.259 205.48 539.184 6419.7 internal_count=911180 187777 723403 87856 35931 151846 635547 22852 20630 58306 29550 12189 52450 120692 9964 13079 11155 16378 10200 4825 33055 8748 19395 3645 17361 10666 11550 9736 14784 135468 is_linear=0 shrinkage=0.01 Tree=295 num_leaves=31 num_cat=0 split_feature=1 6 6 3 3 3 0 3 3 3 3 6 3 0 1 1 6 1 1 0 1 1 6 6 3 0 6 1 6 3 split_gain=2789.06 795.009 617.067 208.494 104.267 144.811 123.641 87.8792 63.2918 55.775 54.2081 45.1577 44.229 43.8998 35.4798 86.997 32.5149 31.1325 26.4566 26.2416 25.469 24.4844 23.6188 21.1451 23.0247 20.292 19.0482 18.4103 18.0599 18.2922 threshold=-1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 1.0000000180025095e-35 0.90501253132832093 0.22271825396825398 1.0000000180025095e-35 0.51234756097560985 0.90943267259056748 0.97156334231805941 0.49341991341991348 33.500000000000007 0.25108695652173912 1.0000000180025095e-35 -66.499999999999986 -60.499999999999993 24.500000000000004 -90.499999999999986 -9.4999999999999982 1.0000000180025095e-35 -147.49999999999997 -188.49999999999997 1.5000000000000002 23.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -65.499999999999986 1.5000000000000002 1.0000000180025095e-35 decision_type=8 2 2 2 2 2 2 2 2 2 2 2 2 2 10 10 2 10 10 2 10 10 2 2 2 2 2 10 2 2 left_child=1 4 7 13 5 17 -7 10 27 11 12 14 28 -3 19 -16 23 21 -8 -5 -11 -1 -10 24 -4 -26 -14 -6 -2 -30 right_child=2 3 16 9 8 6 18 -9 22 20 -12 -13 26 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=0.0013398682630430597 0.0071919997673158967 0.0034871359484662258 0.0045391208864649854 -0.0064522561877721034 -0.0075857756445358452 -0.0036061411912075045 0.0014684285254178259 0.0042355208796723874 0.0029447441856870742 -0.0062775479828997048 0.0086303863555546052 -0.0070544465399918401 0.0050144522676851778 -0.0044339531978187631 0.0018965447022020606 -0.0055223363210579078 -0.0009675333987634846 0.0025417568241012166 -0.0081770473953097621 -0.0015477513532822962 -0.00014256934150899106 -0.0033671491551786241 -0.0026251156661629355 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-0.000765753 -0.00219284 0.0063 0.00357212 -0.00603955 0.00705547 -0.00627189 0.00622106 0.00157805 -0.00524245 -0.00352451 4.6874e-05 0.00163764 0.00110959 -0.00609555 -0.00198953 -0.000551465 0.00189149 0.00150911 0.00111909 0.000320827 0.00399996 0.00947659 0.00695955 0.00312013 internal_weight=0 11169.5 7826.62 6309.61 4859.87 4222.06 2649.08 5634.56 637.813 5927.12 4125.05 5605.53 2696.45 382.487 2420.89 803.272 2192.06 1572.98 793.925 1617.62 321.587 459.766 496.493 897.846 843.373 683.775 672.831 141.321 2023.62 115.52 internal_count=911180 648349 262831 438287 210062 188945 134522 162066 21117 424291 113007 407954 77258 13996 162016 48083 100765 54423 30040 113933 16337 19879 17470 36395 35040 29948 22273 3647 54985 3775 is_linear=0 shrinkage=0.01 Tree=296 num_leaves=31 num_cat=0 split_feature=11 1 0 1 1 4 1 1 1 1 0 1 1 19 1 1 1 1 1 1 1 1 0 1 1 1 4 1 1 1 split_gain=20768.8 6.52442 0.641344 0.570594 0.542527 0.154074 0.0785184 0.0934492 0.073516 0.0967228 0.0734302 0.0595813 0.0561876 0.0471218 0.0463747 0.102346 0.0388544 0.0369339 0.0686269 0.0515969 0.0357152 0.0289698 0.02841 0.0260608 0.0409425 0.0353135 0.0254136 0.0235732 0.0231972 0.0580669 threshold=1.0000000180025095e-35 -3.4999999999999996 1.0000000180025095e-35 -68.499999999999986 -60.499999999999993 26.500000000000004 -32.499999999999993 -30.499999999999996 -75.499999999999986 -90.499999999999986 1.0000000180025095e-35 -87.499999999999986 -1.0000000180025095e-35 1.0000000180025095e-35 -32.499999999999993 -29.499999999999996 -65.499999999999986 -143.49999999999997 -144.49999999999997 -169.49999999999997 -73.499999999999986 -147.49999999999997 1.0000000180025095e-35 -375.49999999999994 -358.49999999999994 -312.49999999999994 29.500000000000004 -18.499999999999996 -292.49999999999994 -270.49999999999994 decision_type=2 8 2 10 10 10 10 10 10 10 2 10 8 2 10 10 10 10 10 10 10 10 2 10 10 10 8 10 10 10 left_child=12 2 3 8 5 -5 26 -8 9 17 -3 -11 22 14 -6 -16 -7 18 19 23 -10 -21 -1 -2 -25 -26 -4 -17 -27 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2295.9038407728076 228.24155793711543 2273.4943918753415 3.2480991780757895 74.608594961464405 45.294557433575392 298.60023355856538 108.01597395539284 20.702924747020006 29.457542434334755 83.518369276076555 7.637425184249877 1159.4640779243782 48.255377002060413 105.27361318841577 101.07630453631282 613.36555620282888 32.538019452244043 51.625293731689453 248.18657032772899 leaf_count=520211 118 66623 5308 4600 6402 787 2569 821 948 1641 50958 2865 145307 24 1328 563 5020 1152 317 278 992 98 75996 660 1147 1346 9170 359 521 3051 internal_value=0 0.0107847 0.0111141 0.0112033 0.0110522 0.0108288 0.0109162 0.0107239 0.0113542 0.0113228 0.0105686 0.0111831 -0.0101677 0.0112465 0.0112406 0.0110874 0.0109576 0.0113874 0.0113579 0.0113773 0.011541 0.0117386 -0.0101545 0.0113536 0.0113434 0.0113699 0.0109524 0.0113411 0.0113271 0.0113713 internal_weight=0 9166.84 3631.63 2502.5 1250.24 581.488 1129.13 178.705 1252.26 1071.86 5535.21 339.025 9776.48 668.748 665.499 152.441 357.698 732.836 624.82 604.118 180.4 37.095 7502.98 567.023 554.417 506.162 950.424 77.8326 400.888 299.812 internal_count=911180 169666 52085 34217 19083 10407 17868 3390 15134 13194 117581 4506 741514 8676 8652 2250 5807 8688 7536 7219 1940 376 596207 6843 6725 6065 14478 922 4918 3572 is_linear=0 shrinkage=0.01 Tree=297 num_leaves=31 num_cat=0 split_feature=11 10 6 10 10 10 0 10 10 2 10 2 6 10 10 10 6 10 10 10 6 6 6 2 0 10 10 6 2 6 split_gain=20552.6 6.46357 1.33076 0.938135 0.357899 0.356288 0.251271 0.217139 0.200358 0.166475 0.164485 0.187247 0.161586 0.148191 0.133831 0.123865 0.120383 0.0880871 0.0706442 0.0682749 0.06583 0.0546713 0.0532614 0.0529735 0.0703248 0.0521284 0.0602428 0.0455146 0.0435193 0.0419904 threshold=1.0000000180025095e-35 3.3950000000000005 30.500000000000004 6.1150000000000011 8.8850000000000016 2.5450000000000004 1.0000000180025095e-35 3.3950000000000005 4.0550000000000006 0.055738304093567205 4.995000000000001 0.7003401360544218 9.5000000000000018 4.9850000000000012 4.5750000000000011 6.9850000000000012 5.5000000000000009 3.8350000000000004 7.5550000000000006 8.2700000000000014 1.0000000180025095e-35 61.500000000000007 1.5000000000000002 0.88478556841388711 1.0000000180025095e-35 6.6150000000000011 5.955000000000001 1.5000000000000002 0.39938650306748474 4.5000000000000009 decision_type=2 10 2 10 10 10 2 10 10 2 10 2 2 10 10 10 2 10 10 10 2 2 2 2 2 10 10 2 2 2 left_child=7 5 3 6 15 12 9 -1 -4 -3 13 -12 -2 17 -8 16 -5 -11 21 -20 -19 -10 -7 24 -18 26 -23 -6 -28 -9 right_child=1 2 8 4 27 22 14 29 18 10 11 -13 -14 -15 -16 -17 23 20 19 -21 -22 25 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.010289524577271574 0.010525943071062249 0.011062842695736805 0.011238282856416886 0.010752976822970182 0.010805967599944306 0.010678032873311458 0.010858481974764838 -0.010175609013154801 0.011610177027581639 0.011039336014749188 0.011588959268969686 0.011054046334940114 0.010722181457174977 0.010724757252160551 0.011160110399767451 0.010591526920839157 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466 485 1476 1406 9555 183 202 97 124 552 231 444595 internal_value=0 0.0107767 0.0111579 0.0110653 0.0107567 0.01059 0.0111867 -0.010166 0.0116392 0.0112694 0.0113362 0.0114836 0.010546 0.0112138 0.0110176 0.0106886 0.0108857 0.0112746 0.0117429 0.0114979 0.0113591 0.0118183 0.0107228 0.0113103 0.0114673 0.011908 0.0118655 0.0115 0.0114812 -0.0101478 internal_weight=0 9082.36 2985.53 2503.77 706.94 6096.83 1796.83 9680.77 481.764 1206.64 911.782 413.664 4578.95 498.118 590.187 647.605 213.648 443.009 382.73 90.0123 325.941 292.718 1517.87 50.866 41.1321 204.505 190.979 59.3354 33.6048 8440.02 internal_count=911180 169666 41554 36547 13129 128112 23418 741514 5007 14802 10879 4453 99778 6426 8616 12442 3450 5489 3726 951 3800 2775 28334 639 456 1858 1761 687 355 678560 is_linear=0 shrinkage=0.01 Tree=298 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 10 10 12 12 12 12 12 12 1 10 10 3 10 10 3 1 10 3 3 12 10 3 3 split_gain=20338.7 20.7957 2.73721 1.87158 0.978472 0.512665 0.448831 0.37356 0.349484 0.207008 0.181613 0.163342 0.144384 0.138207 0.114947 0.0751844 0.0655169 0.059036 0.0526957 0.0490454 0.0478109 0.0455741 0.0449103 0.0742007 0.0437109 0.0623028 0.0383205 0.0358118 0.0356871 0.0350516 threshold=1.0000000180025095e-35 0.068259380757808671 0.8784809708595277 0.0011766494717448501 0.13270235061645502 2.9150000000000005 3.2950000000000004 2.6750000000000003 3.1450000000000005 0.3781151175498963 0.0089773964136838514 0.99766892194747936 0.94052824378013633 5.9116524425917312e-05 0.0013712961226701001 -32.499999999999993 3.0250000000000004 2.9150000000000005 1.0000000180025095e-35 1.0000000180025095e-35 7.0450000000000008 1.0000000180025095e-35 -367.49999999999994 3.6350000000000002 0.96352549889135264 1.0000000180025095e-35 0.0070173616986721008 3.3950000000000005 0.98089094449853953 1.0000000180025095e-35 decision_type=2 2 2 2 2 10 10 10 10 2 2 2 2 2 2 8 10 8 2 10 10 2 10 10 2 2 2 10 2 2 left_child=4 3 7 8 14 17 15 -3 19 18 29 -8 16 -10 -1 -4 -6 26 -9 -2 -13 -15 23 -11 25 -12 -5 -14 -20 -7 right_child=1 2 6 5 12 10 11 9 13 22 24 20 27 21 -16 -17 -18 -19 28 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010124037751765584 0.012045192853208165 0.010773761470744745 0.010590596074523166 0.011931806016448781 -0.010685888419631836 0.012023505637674733 0.010839485092034423 0.011171199222370866 0.013350654607169728 0.010966508301398723 0.011613165298653437 0.01065722186952069 -0.011047381509152751 0.012416261472068256 -0.010234626881231128 0.010481021877269625 -0.010395719803313313 0.011219920217922267 0.011528558295605519 0.012534445373753216 0.010525990695721694 0.012930254982828557 0.011025727405058345 0.011641281267996018 0.011553357243723953 0.012044663566175689 0.011454381907169889 -0.010710158276065352 0.011186110950586145 0.012401806079591456 leaf_weight=7874.6610734770074 39.54787752777338 245.80045717209578 726.63029079511762 24.662822045385838 97.497054954990745 29.841777950525284 460.04887870326638 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644.078 229.13 8941.92 5257.16 482.915 158.199 323.122 82.0657 1442.47 133.992 398.688 65.2295 235.469 204.345 77.4777 161.163 252.759 166.478 internal_count=911180 169666 163376 6290 741514 4441 151733 11643 1849 7815 2899 33596 16163 1293 725351 118137 13564 1542 3082 556 26970 784 4733 691 1796 1526 675 2599 2320 1103 is_linear=0 shrinkage=0.01 Tree=299 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 10 10 12 12 12 12 12 12 12 1 10 3 3 3 10 10 10 3 12 1 10 1 10 split_gain=20126.8 20.112 2.29181 2.09056 0.948983 0.53106 0.366732 0.343917 0.336258 0.245752 0.232022 0.139899 0.132887 0.111526 0.108889 0.0733656 0.0658535 0.0634932 0.049808 0.0613592 0.0492393 0.047266 0.0450174 0.044563 0.0438688 0.0414562 0.0377992 0.066776 0.0377581 0.0724374 threshold=1.0000000180025095e-35 0.094556797295808764 0.94052824378013633 0.0011766494717448501 0.13270235061645502 2.9150000000000005 3.2950000000000004 2.7650000000000001 3.1450000000000005 0.0089773964136838514 0.51461192965507518 0.94052824378013633 5.9116524425917312e-05 0.0013712961226701001 0.99894970655441295 0.0070173616986721008 -32.499999999999993 3.0250000000000004 1.0000000180025095e-35 0.96352549889135264 1.0000000180025095e-35 1.0000000180025095e-35 2.9150000000000005 7.0450000000000008 1.0000000180025095e-35 0.068259380757808671 -367.49999999999994 3.6650000000000005 -371.49999999999994 3.6350000000000002 decision_type=2 2 2 2 2 10 10 10 10 2 2 2 2 2 2 2 8 10 2 2 2 10 8 10 2 2 10 10 10 10 left_child=4 3 7 8 13 15 16 -3 21 -7 20 17 -10 -1 -8 -5 -4 -6 -11 25 -9 -2 -17 -16 -14 -20 27 -12 29 -22 right_child=1 2 6 5 11 9 14 10 12 18 26 -13 24 -15 23 22 -18 -19 19 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010122789687526714 0.012020968593628119 0.010734494899902549 0.010579892064239293 0.011645535164121342 -0.010678660892362897 0.012305548182189301 0.010791956776324149 0.011112444469467971 0.013306369809432585 0.011536905577072527 0.010872080333079905 -0.010791465570558871 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4609 13576 484 1737 1103 6668 891 509 450 468 2599 131 53408 17620 587 103405 11827 1168 323 195 268 710 7978 653 299 4535 337 2257 154 internal_value=0 0.0107605 0.0105981 0.0121495 -0.0101627 0.0118165 0.010532 0.0110329 0.0128223 0.011999 0.0111425 -0.0105352 0.0130196 -0.0101359 0.0106555 0.0113502 0.0104892 -0.0104496 0.0118203 0.0118823 0.0113326 0.0122708 0.0112087 0.0106108 0.012816 0.011952 0.0109839 0.0111959 0.0113965 0.0116807 internal_weight=0 8915.85 7982.59 933.258 9492.15 624.29 6930.48 1052.11 308.968 448.758 769.658 638.008 227.535 8854.15 1786.75 175.532 5143.73 478.323 283.557 232.681 349.947 81.4325 118.666 1346.31 133.032 196.492 419.712 70.0655 271.224 39.8805 internal_count=911180 169666 162693 6973 741514 5124 149247 13446 1849 3343 8837 16163 1293 725351 32266 1781 116981 13564 2240 1790 3497 556 1297 25598 784 1467 5340 805 2606 349 is_linear=0 shrinkage=0.01 Tree=300 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 1 12 12 6 6 12 6 6 6 6 6 12 2 1 5 12 6 12 1 12 2 1 split_gain=19917.2 19.452 2.2197 2.01507 0.920433 0.300844 0.246044 0.222556 0.21758 0.135587 0.108207 0.0989181 0.0810975 0.077679 0.0742901 0.0730971 0.0718695 0.0550635 0.0437202 0.0381495 0.0381349 0.0341709 0.0269349 0.024899 0.0243337 0.0214637 0.0213602 0.0196154 0.019138 0.021447 threshold=1.0000000180025095e-35 0.094556797295808764 0.94052824378013633 0.0011766494717448501 0.13270235061645502 0.0089773964136838514 0.51461192965507518 7.0975467679090811e-05 -32.499999999999993 0.94052824378013633 0.0013712961226701001 3.5000000000000004 2.5000000000000004 0.99894970655441295 4.5000000000000009 1.5000000000000002 5.5000000000000009 4.5000000000000009 6.5000000000000009 0.036334333941340412 0.88956639566395668 -385.49999999999994 1.5000000000000002 0.51461192965507518 30.500000000000004 0.99766892194747936 -77.499999999999986 0.99894970655441295 0.051836094939543158 -3.4999999999999996 decision_type=2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 2 10 10 2 2 2 8 2 2 8 left_child=4 3 6 7 10 12 14 17 13 23 -1 19 20 -4 -3 -9 25 21 -8 -7 28 -2 -13 -6 -15 -10 -14 -18 -5 -30 right_child=1 2 8 5 9 11 18 15 16 -11 -12 22 26 24 -16 -17 27 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.010121554336662742 0.012329088111413804 0.011103572655025562 0.010733578169657854 0.011800206514285925 -0.010381531341800056 0.011614429542587021 0.010830935686238217 0.01233908462009204 0.010575670480297701 -0.010783094630096144 -0.010229907546845354 0.011742786392891445 0.012473031830714567 0.010568731330684408 0.011371652094711264 0.012741675765103058 0.0107368044223939 0.013297127300970251 0.011028487214772009 0.011358155157182919 0.01149792014237966 0.012989822910742856 0.012040169077816708 -0.010527807621645272 0.010723481810048889 0.010471760433314469 0.012177467088273004 0.010561675029916425 0.012154172133630809 0.01164962680874595 leaf_weight=7720.6167223230004 9.5532803237438184 312.89603661000729 470.89793112874031 36.384025886654854 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9399.21 619.183 1042.7 306.745 6865.13 631.99 8767.22 390.983 228.2 1709.35 467.269 183.207 5155.78 123.538 575.434 233.853 124.902 52.8715 157.131 473.772 1238.45 4253.25 103.298 902.536 106.057 69.6728 internal_count=911180 169666 162693 6973 741514 5124 13446 1849 149247 16163 725351 3458 1666 32091 5257 1157 117156 692 8189 2205 966 311 1253 13564 24495 99141 700 18015 794 505 is_linear=0 shrinkage=0.01 Tree=301 num_leaves=31 num_cat=0 split_feature=6 48 48 3 29 29 19 2 0 3 19 3 2 5 6 3 3 2 6 5 5 6 5 5 5 3 2 6 3 3 split_gain=2183.67 848.202 274.005 216.352 139.202 133.814 117.773 99.104 116.975 99.5721 98.6762 92.8498 82.451 77.9045 61.6057 54.2473 45.6795 39.1652 36.6734 42.8498 35.3848 34.8811 40.3458 29.7239 24.7574 24.3788 31.4229 24.1888 22.2848 21.0423 threshold=3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.091372912801484213 1.0000000180025095e-35 0.22271825396825398 1.0000000180025095e-35 0.51530771633864425 0.087337909992372217 3.5000000000000004 1.5000000000000002 0.49341991341991348 0.33477011494252878 0.028778467908902653 24.500000000000004 1.5000000000000002 1.5000000000000002 33.500000000000007 5.5000000000000009 2.5000000000000004 5.5000000000000009 0.73935688405797106 0.98936170212765973 1.5000000000000002 1.0000000180025095e-35 0.20112359550561798 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 10 10 2 10 10 10 2 2 2 2 2 left_child=1 4 5 24 6 10 11 12 9 -9 13 15 14 18 -3 16 27 -5 25 -20 -13 22 -19 -23 -4 26 -2 -1 -29 -12 right_child=2 7 3 17 -6 -7 -8 8 -10 -11 29 20 -14 -15 -16 -17 -18 21 19 -21 -22 23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0068835229295551763 -0.00021291877681567221 0.0020803377860670979 0.0014155140748938091 -0.0022344228324746407 -0.0017044179798787178 -0.0071081355270149731 -0.0023681545347526761 0.0021683077398344966 0.0017094836384894047 -0.0036752308497819985 0.0019474075601760446 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240.85475705750287 leaf_count=60388 28458 39831 5623 14687 12803 30714 8592 11453 33599 99632 1142 34889 3708 12063 15111 35868 12587 122621 46637 17476 13081 149362 1295 59241 1917 9247 4578 2377 2162 20038 internal_value=0 0.00303862 -0.00397076 -0.0054503 0.00558494 -0.00162732 0.00591894 -0.000241052 -0.00132731 -0.00265365 -0.000829047 0.00617888 0.00181417 -0.000188329 0.00109651 0.00696591 0.00610955 -0.00594277 0.000293655 -0.000856107 0.00395327 -0.00617263 -0.00508672 -0.00691505 0.00361855 0.00171626 0.00078596 0.00663048 0.00232928 -0.00659795 internal_weight=0 10156.8 7902.75 4844.28 5717.62 3058.47 5467.12 4439.14 2904.18 2021.35 2669.64 5300.85 1534.96 2402.78 1400.66 3916.05 2560.53 4594.77 2242.13 1239.97 1384.8 4326.59 1756.87 2569.72 249.512 1002.16 739.181 2222.46 123.483 266.862 internal_count=911180 386081 525099 354746 182747 170353 169944 203334 144684 111085 139639 161352 58650 118459 54942 113382 77514 347206 106396 64113 47970 332519 123916 208603 7540 42283 33036 64927 4539 21180 is_linear=0 shrinkage=0.01 Tree=302 num_leaves=31 num_cat=0 split_feature=12 12 12 12 1 10 12 1 10 12 12 1 10 10 10 10 10 10 1 10 10 12 10 10 10 12 10 1 12 12 split_gain=12761.8 662.82 576.091 59.4278 54.4354 107.438 43.9541 35.7526 33.9 32.8757 30.8383 28.2982 17.0729 14.9877 14.3644 14.2882 11.8933 11.8676 26.8934 15.5989 10.5606 7.2018 6.66527 6.62858 6.25858 5.84572 5.44562 5.36813 5.21726 4.98819 threshold=0.049213243648409809 0.94052824378013633 0.00025326936156485003 0.0043998162727802515 -371.49999999999994 2.9750000000000005 0.99894970655441295 -390.49999999999994 3.1750000000000003 9.6955882327165472e-06 0.51461192965507518 -375.49999999999994 1.3750000000000002 2.2250000000000005 5.8950000000000005 5.4750000000000005 3.9650000000000003 2.5750000000000006 -8.4999999999999982 3.9350000000000005 5.7250000000000005 0.00099748477805400022 4.9150000000000009 1.5450000000000002 5.6250000000000009 0.18897357583045957 8.3400000000000016 -348.49999999999994 0.011652591172605703 0.99989646673202526 decision_type=2 2 2 2 10 10 2 10 10 2 2 10 10 10 8 8 10 10 8 10 10 2 10 10 8 2 10 10 2 2 left_child=2 4 9 11 5 12 17 8 23 -1 25 13 -2 -4 27 21 -7 -3 -19 -20 22 -13 -18 -5 28 -6 -15 -11 -9 -8 right_child=1 6 3 7 10 16 29 24 -10 14 -12 15 -14 26 -16 -17 20 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0098781353940075659 0.0081706778419044588 0.0096693191826483314 0.0008187312752321505 0.005089217251858809 0.002213753843448945 -0.00047286167792697615 0.0093960381262483423 -0.0021406854036564995 -0.0076151146697560762 -0.0095268514310794944 0.006268349568939101 -0.0060006281302394373 0.002886537345300397 -0.008698732024253206 -0.0059384722043958477 -0.0020237099836664728 -0.0034168419917273304 0.0084768172897381911 0.0064584558365190737 0.00030523455127038794 0.0022553100777885598 -0.0038357089158247534 -0.0071680509379752656 -0.0014303917418045044 0.0013391517700414278 0.0040065808134052954 0.0092858413770919683 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0.0246211 0.0246028 0.0242778 0.0248113 0.0227841 0.0209755 0.0196986 0.0195752 0.0227659 threshold=1.0000000180025095e-35 0.068259380757808671 0.8784809708595277 0.0011766494717448501 0.13270235061645502 0.99894970655441295 7.0975467679090811e-05 0.0089773964136838514 0.3781151175498963 0.94052824378013633 0.0013712961226701001 3.5000000000000004 7.5000000000000009 2.5000000000000004 4.5000000000000009 2.5000000000000004 4.5000000000000009 1.0000000180025095e-35 6.5000000000000009 3.5000000000000004 0.88956639566395668 0.045804195804195758 0.51461192965507518 0.055738304093567205 0.48295234405269277 1.0000000180025095e-35 0.00042608799412840006 0.12560679611650488 0.023937770392229853 0.49844720496894418 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=4 3 8 6 10 19 16 13 14 22 -1 23 17 20 28 26 25 -7 -10 -4 -5 -13 -6 -9 -25 -2 -8 -15 -3 -30 right_child=1 2 5 7 9 12 15 11 18 -11 -12 21 -14 27 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 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70.677322015166283 1046.7281249240041 145.46473636850715 290.00389117747545 18.66780000180006 108.15823588520288 204.02704047225416 48.474718064069748 79.346837058663368 39.876460999250412 40.173353761434555 77.280252203345299 60.792054791003466 121.06248664855957 leaf_count=671943 83 1143 12371 794 8674 92978 310 612 5411 2599 53408 190 19866 186 1331 564 381 22043 1707 4475 172 828 4890 393 752 228 283 514 608 1443 internal_value=0 0.0107431 0.0105869 0.0121726 -0.010159 0.0105205 0.0127799 0.011833 0.0110727 -0.0105281 -0.0101321 0.0116652 0.0104943 0.01207 0.0112402 0.0125555 0.013112 0.0104774 0.0109404 0.0106832 0.0118955 0.0118605 -0.0104425 0.0115318 0.0116107 0.0128606 0.0123449 0.0122802 0.0111417 0.011202 internal_weight=0 8664.52 7811.22 853.294 9212.56 6872.33 306.035 547.259 938.897 627.702 8584.86 320.331 5918.9 226.928 414.24 182.621 123.414 4919.69 524.657 953.426 124.012 130.01 469.908 190.32 127.822 52.7365 88.5753 102.916 274.713 181.855 internal_count=911180 169666 163376 6290 741514 151733 1849 4441 11643 16163 725351 2775 134887 1666 4525 1157 692 115021 7118 16846 966 1018 13564 1757 1145 311 593 700 3194 2051 is_linear=0 shrinkage=0.01 Tree=304 num_leaves=31 num_cat=0 split_feature=11 10 6 48 10 10 48 10 48 3 10 3 10 6 10 48 10 6 10 10 10 6 10 48 0 10 10 6 10 3 split_gain=19304.9 5.64214 1.17397 0.951835 0.805063 0.492712 0.443399 0.314267 0.261632 0.257693 0.241992 0.197737 0.191412 0.127192 0.127129 0.124723 0.108288 0.105768 0.0919872 0.0636102 0.0633339 0.0632659 0.0552733 0.0524873 0.0520092 0.0499344 0.0569011 0.0488025 0.0509951 0.0483684 threshold=1.0000000180025095e-35 3.3950000000000005 30.500000000000004 1.0000000180025095e-35 6.1150000000000011 3.3950000000000005 1.0000000180025095e-35 8.8850000000000016 1.0000000180025095e-35 0.29429808733309276 4.995000000000001 0.94469928644240586 3.3950000000000005 9.5000000000000018 4.3350000000000009 1.0000000180025095e-35 6.9850000000000012 5.5000000000000009 5.5450000000000008 2.2250000000000005 5.245000000000001 1.5000000000000002 2.5750000000000006 1.0000000180025095e-35 1.0000000180025095e-35 4.9850000000000012 4.3550000000000013 1.5000000000000002 9.7700000000000014 0.20112359550561798 decision_type=2 10 2 2 10 8 2 10 2 2 10 2 10 2 10 2 10 2 10 10 10 2 10 2 2 10 10 2 10 2 left_child=12 3 4 19 6 22 10 16 14 20 24 21 23 -7 -4 -9 17 -6 -10 -2 -8 -11 -5 -1 25 26 -3 -17 -29 -16 right_child=1 2 8 5 7 13 9 15 18 11 -12 -13 -14 -15 29 27 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.010367193417052754 0.010461521928167992 0.01085045471086938 0.010938553109421772 0.010912928680241208 0.01071056420763397 0.010588204669552563 0.011154845404595323 0.010741517657229881 0.011902313554935795 0.011380796614114414 0.011263698313497654 0.011049906237326995 -0.010139818226862203 0.01099895286335472 0.010991147160000967 0.010791240583697131 0.010556076279015817 0.011245683624854841 0.011555493053739542 0.010542330709605903 0.010885474436910417 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0.0110102 0.0107994 0.0111252 0.0107159 0.0115611 0.0112577 0.0109295 0.0113747 -0.0101574 0.0106354 0.0112278 0.0114279 0.0106498 0.0108387 0.011731 0.0104872 0.0110417 0.0114668 0.0110403 -0.0102765 0.0108245 0.0109112 0.0109682 0.0117482 0.01188 0.0115096 internal_weight=0 8584.58 2839.85 5744.73 2377.94 1246.84 1709.73 668.208 461.913 1019.69 690.037 661.376 9122.32 741.753 155.968 56.7305 611.478 202.775 305.945 4497.9 358.314 515.328 505.083 1175.63 525.179 298.628 250.119 38.6787 33.9948 78.9994 internal_count=911180 169666 41554 128112 36547 22068 23418 13129 5007 12438 10980 7517 741514 14890 2049 687 12442 3450 2958 106044 4921 5544 7178 62954 8981 4706 3805 383 307 882 is_linear=0 shrinkage=0.01 Tree=305 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 3 1 3 6 6 6 6 6 1 0 0 1 2 1 0 3 3 12 2 split_gain=19104.4 18.1625 2.3638 1.6462 0.864317 0.274471 0.212753 0.2038 0.195129 0.128842 0.100504 0.0844005 0.0839303 0.0796058 0.0778936 0.0739778 0.0539819 0.0531645 0.0466714 0.0448954 0.0413381 0.0381456 0.0327063 0.0260981 0.0333332 0.0249039 0.0243323 0.0241912 0.0231615 0.0230567 threshold=1.0000000180025095e-35 0.068259380757808671 0.8784809708595277 0.0011766494717448501 0.13270235061645502 0.99894970655441295 7.0975467679090811e-05 0.0089773964136838514 0.3781151175498963 0.94052824378013633 0.0013712961226701001 1.0000000180025095e-35 -32.499999999999993 1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 4.5000000000000009 7.5000000000000009 6.5000000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -385.49999999999994 0.028778467908902653 -390.49999999999994 1.0000000180025095e-35 0.29429808733309276 0.94146202170188464 0.51461192965507518 0.045804195804195758 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 8 2 2 10 2 10 2 2 2 2 2 left_child=4 3 8 6 10 19 16 11 15 28 -1 -5 -7 -8 25 -3 22 -14 -10 -4 -15 23 -2 -13 -25 26 -9 -28 -6 -16 right_child=1 2 5 7 9 12 13 14 18 -11 -12 21 17 20 29 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117.12198309600353 21.488254114985466 137.15931184962392 69.789984554052353 698.30071942135692 142.86864607408643 341.50249609351158 28.678341381251812 33.434564843773842 42.671479970216751 12.891091547906397 109.22449073940516 73.429779749363661 70.148891936987638 15.372697725892065 200.25201403163373 106.45515904575586 leaf_count=671943 64 3194 9740 434 8674 24495 248 287 5411 2599 53408 131 95884 714 190 1331 381 14508 1707 7106 195 264 247 108 729 734 583 153 4890 828 internal_value=0 0.0107276 0.0105746 0.0121231 -0.0101559 0.0105096 0.0127143 0.0117918 0.0110494 -0.0105174 -0.0101294 0.0120228 0.010484 0.0124959 0.011628 0.0112131 0.013037 0.0104647 0.0109201 0.0106686 0.0125978 0.0121285 0.0127932 0.0122015 0.0122524 0.011498 0.0115907 0.0116747 -0.0104336 0.0118181 internal_weight=0 8505.13 7664.67 840.462 9032.94 6742.44 301.868 538.594 922.234 616.09 8416.85 223.467 5806.82 180.045 315.127 407.067 121.823 4615.18 515.168 935.62 145.8 172.433 52.0329 138.998 122.116 187.183 113.753 85.5216 461.107 127.943 internal_count=911180 169666 163376 6290 741514 151733 1849 4441 11643 16163 725351 1666 134887 1157 2775 4525 692 110392 7118 16846 909 1232 311 968 837 1757 1023 736 13564 1018 is_linear=0 shrinkage=0.01 Tree=306 num_leaves=31 num_cat=0 split_feature=10 48 6 10 10 10 10 10 3 3 10 48 48 29 48 10 10 10 3 6 10 6 6 6 10 3 10 3 3 39 split_gain=5531.47 460.3 379.732 219.239 203.684 207.765 130.659 85.4977 63.9227 66.5016 63.6256 56.6833 53.5864 47.0769 42.473 42.1434 41.4594 74.1943 39.2494 35.6786 33.3875 31.082 28.8332 28.425 28.2878 26.4511 23.7776 22.2891 20.9001 20.762 threshold=3.3250000000000006 1.0000000180025095e-35 30.500000000000004 3.2950000000000004 6.1150000000000011 8.4800000000000022 4.495000000000001 2.3350000000000004 1.0000000180025095e-35 0.94469928644240586 4.2350000000000012 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6.9850000000000012 7.0550000000000006 8.1200000000000028 0.97385509227614497 20.500000000000004 2.7350000000000008 1.5000000000000002 1.5000000000000002 33.500000000000007 5.3350000000000009 0.21498599439775909 5.3250000000000011 0.99938118811881205 0.85379556042751448 1.0000000180025095e-35 decision_type=10 2 2 8 10 10 10 10 2 2 10 2 2 2 2 10 10 10 2 2 10 2 2 2 10 2 10 2 2 2 left_child=1 7 4 20 6 15 12 -1 14 21 -4 -7 22 -9 29 -6 -17 25 -12 -13 -3 -10 -2 -5 26 -18 -16 -14 -19 -8 right_child=2 3 10 23 5 11 8 13 9 -11 18 19 27 -15 24 16 17 28 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0097373417217833623 0.0019490255511765543 0.0016591895616228417 -0.003409148399122174 0.0068636050289598563 0.00074685322204312554 0.0068916330096059119 -0.0058842191097717754 0.007185106355104766 -0.0047420839310396406 -0.0010080289607753584 -0.0079330081868426456 -0.007627551325324897 -0.003808094855677395 -0.0030477612036781711 -0.0010896882844923295 0.0092793933520774717 0.0061439505049986102 0.0082662928530771312 -0.0023880376007121723 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3071 5046 8015 3494 1705 677 332 internal_value=0 0.00712813 -0.00447792 0.00298615 -0.00317866 0.000420051 -0.00395868 0.00879683 -0.00479227 -0.00534603 -0.00720652 -0.00529564 -0.00133034 0.00688189 -0.00224272 0.00323223 0.00518948 0.00309794 -0.00769146 -0.00638679 -0.000419851 -0.00575816 0.000566812 0.00635179 -0.000518948 -0.00219734 -0.00205353 -0.00329737 0.00746729 -0.00529249 internal_weight=0 6659.7 10711.3 1912.52 7256.15 1292.59 5963.56 4747.18 4527.6 3719.69 3455.12 426.25 1435.95 1563.6 807.915 866.344 484.666 320.675 3063.86 391.223 950.56 3396.96 730.962 961.959 516.17 144.976 361.032 704.992 175.699 291.745 internal_count=911180 185866 725314 64364 431855 66948 364907 121502 296054 257995 293459 33006 68853 41202 38059 33942 17939 13470 269171 31994 39538 243820 29161 24826 22090 8817 17044 39692 4653 15969 is_linear=0 shrinkage=0.01 Tree=307 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 10 10 12 12 12 12 12 12 2 2 10 48 2 10 2 10 10 10 12 10 10 2 10 split_gain=18823.4 17.7534 2.32677 1.60334 0.842838 0.445426 0.389884 0.321965 0.311009 0.173974 0.154638 0.140848 0.125596 0.120526 0.0982087 0.0786016 0.0631188 0.0584023 0.0542868 0.0506629 0.050306 0.0482329 0.0430875 0.0410731 0.0327239 0.032261 0.0300249 0.0298553 0.029851 0.0283934 threshold=1.0000000180025095e-35 0.068259380757808671 0.8784809708595277 0.0011766494717448501 0.13270235061645502 2.9150000000000005 3.2950000000000004 2.6750000000000003 3.1450000000000005 0.3781151175498963 0.0089773964136838514 0.99766892194747936 0.94052824378013633 5.9116524425917312e-05 0.0013712961226701001 0.045804195804195758 0.012270400481782552 3.0250000000000004 1.0000000180025095e-35 0.028778467908902653 2.9150000000000005 0.028778467908902653 1.0000000180025095e-35 7.0450000000000008 3.3950000000000005 0.0070173616986721008 3.3950000000000005 2.6750000000000003 0.023937770392229853 3.2950000000000004 decision_type=2 2 2 2 2 10 10 10 10 2 2 2 2 2 2 2 2 10 2 2 8 2 10 10 10 2 10 10 2 8 left_child=4 3 7 8 14 20 18 -3 22 16 21 -8 17 -10 -1 -12 -9 -6 -4 -15 25 -7 -2 -13 -14 -5 -18 -16 -11 -20 right_child=1 2 6 5 12 10 11 9 13 28 15 23 24 19 27 -17 26 -19 29 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010115023016685825 0.011904110668581212 0.010716045796492111 0.010440899884434068 0.01180462707334037 -0.010653157286892026 0.011886950196487079 0.010785480131197669 0.011089342560991073 0.01315723792413186 0.010870425564290447 0.011478543259518118 0.010610879105572702 -0.011001219922556947 0.012324921105548656 -0.010360067916092269 0.011900115490544306 0.011177388501189734 -0.010372447166263501 0.010628980007686152 0.012793166175410875 0.011131799647728743 0.01229198715637627 0.012373349447924033 0.01048463457593308 -0.010671929149856678 0.011355248106605832 0.011469443602819785 -0.010199267055897824 0.011063873279776145 0.010494945646863475 leaf_weight=7295.4072408406064 37.613192148506641 229.28365705907345 4051.6754609458148 23.484956942498684 93.141773786395788 38.831938773393631 433.9600873850286 82.613858364522457 92.240345627069473 114.51788911223412 60.459448605775833 999.03592577204108 41.287692561745644 30.123814851045609 133.19589137192816 164.72788340598345 43.705174706876278 362.84752266295254 215.33419306948781 99.200367346405983 75.877921149134636 121.04991085827351 40.79061072319746 347.299983356148 112.16695768944919 49.96097057312727 180.90061758458614 867.2899201894179 262.88079954311252 594.06592738628387 leaf_count=671943 288 3828 100892 186 1737 294 6626 949 509 1599 546 18810 517 198 4419 1250 473 11827 3917 586 867 809 268 8160 2082 489 1660 48989 3134 13328 internal_value=0 0.0107202 0.0105673 0.0121044 -0.0101541 0.011776 0.0105022 0.0110404 0.0126895 0.011149 0.0119558 0.0106288 -0.0105131 0.0128811 -0.0101278 0.0117869 0.0113257 -0.0104298 0.0104558 0.0126841 0.0113124 0.0121936 0.0121482 0.0105783 -0.0107605 0.0114989 0.0114126 -0.0102207 0.0110052 0.0105306 internal_weight=0 8389.63 7555.27 834.361 8905.34 534.393 6641.37 913.902 299.968 684.618 385.069 1780.3 609.444 221.565 8295.89 225.187 307.22 455.989 4861.08 129.324 149.324 159.882 78.4038 1346.34 153.455 73.4459 224.606 1000.49 377.399 809.4 internal_count=911180 169666 163376 6290 741514 4441 151733 11643 1849 7815 2899 33596 16163 1293 725351 1796 3082 13564 118137 784 1542 1103 556 26970 2599 675 2133 53408 4733 17245 is_linear=0 shrinkage=0.01 Tree=308 num_leaves=31 num_cat=0 split_feature=11 6 2 5 3 29 6 5 3 6 6 29 6 5 2 3 2 5 29 3 0 2 29 4 2 6 5 3 3 5 split_gain=18627.8 1.94241 0.261778 0.217279 0.21494 0.156353 0.145937 0.158162 0.142832 0.0856421 0.0855056 0.0810426 0.0701917 0.0719551 0.0625437 0.052816 0.0683938 0.0504329 0.0489365 0.0478424 0.0890149 0.0637214 0.0450413 0.0448985 0.0402618 0.0392502 0.0364271 0.0463981 0.0346688 0.0351628 threshold=1.0000000180025095e-35 7.5000000000000009 0.98936170212765973 1.5000000000000002 0.50952467343976793 1.0000000180025095e-35 36.500000000000007 2.5000000000000004 0.88251725271114034 4.5000000000000009 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 0.49341991341991348 0.93235294117647072 2.5000000000000004 1.0000000180025095e-35 0.90501253132832093 1.0000000180025095e-35 0.087337909992372217 1.0000000180025095e-35 28.500000000000004 0.84680573663624525 3.5000000000000004 2.5000000000000004 0.35319472616632858 0.56012048192771091 5.5000000000000009 decision_type=2 2 2 10 2 2 2 10 2 2 2 2 2 10 2 2 2 10 2 2 2 2 2 10 2 2 10 2 2 10 left_child=9 4 3 8 5 10 23 18 11 -1 26 24 13 19 -10 16 -12 -14 -8 20 22 -21 -6 -5 -3 -17 -2 -28 -25 -30 right_child=1 2 -4 6 12 -7 7 -9 14 -11 15 -13 17 -15 -16 25 -18 -19 -20 21 -22 -23 -24 28 -26 -27 27 -29 29 -31 leaf_value=-0.010189039941146354 0.010566965946490795 0.010917458995718205 0.010554126875831222 0.010819740089588024 0.010776178938275266 0.011110696981628114 0.011244777674234501 0.01192177501209039 0.010959237709113161 -0.010125942542954788 0.010859861805961709 0.011448977183160743 0.010952331422767815 0.010964961328844917 0.011398542460925604 0.010513313660618188 0.010589673611510116 0.010651990623099688 0.012422879003721059 0.010662818143279748 0.01058142222580674 0.010403658499008936 0.011402261126173537 0.011004462054591669 0.011672308836160272 0.01093426172491865 0.010637498323633881 0.011067843785436784 0.011439859780764816 0.010784278042585497 leaf_weight=3722.8383843237534 3801.6434604264796 1048.6497359350324 117.90653759613633 58.601429291069508 671.29217280074954 58.445082865655422 144.99550578743219 50.3815051689744 46.722573805600405 5095.2297902386636 267.02195654809475 30.076578296720982 201.50148135796189 94.84128549695015 105.77880981191993 174.24430365860462 144.32694103568792 77.37945868819952 3.6137558966875067 454.14235118404031 304.99020232632756 119.92907072976232 11.690866883844135 71.437004275619984 7.1139066591858855 25.376490741968155 129.58359427377582 31.057987470179796 49.515151783823967 9.8008542656898481 leaf_count=268033 86532 17728 2691 1004 12666 782 1957 476 751 473481 4656 331 3351 1525 1253 4285 3135 1610 26 9203 6774 3230 129 1098 87 434 2699 479 596 178 internal_value=0 0.0107125 0.0110091 0.0110421 0.0106337 0.0105967 0.0112485 0.0114376 0.0109774 -0.0101526 0.0105902 0.0109371 0.0107222 0.0106975 0.011264 0.0107003 0.0107651 0.010869 0.0112734 0.0106813 0.0107235 0.0106087 0.0107869 0.0110498 0.0109225 0.0105668 0.0105732 0.0107207 0.0111528 0.0113315 internal_weight=0 8312.06 1744.59 1626.69 6567.47 4631.7 388.345 198.991 1238.34 8818.07 4573.25 1085.84 1935.77 1656.89 152.501 610.97 411.349 278.881 148.609 1562.04 987.973 574.071 682.983 189.354 1055.76 199.621 3962.29 160.642 130.753 59.316 internal_count=911180 169666 28176 25485 141490 103002 5335 2459 20150 741514 102220 18146 38488 33527 2004 12510 7791 4961 1983 32002 19569 12433 12795 2876 17815 4719 89710 3178 1872 774 is_linear=0 shrinkage=0.01 Tree=309 num_leaves=31 num_cat=0 split_feature=12 12 12 1 1 10 12 10 12 12 12 10 10 10 10 1 10 10 10 12 10 10 10 10 10 12 1 12 6 6 split_gain=11877.2 627.669 552.936 56.8333 51.6914 99.8549 50.5801 45.9166 42.582 32.3938 28.9191 16.2081 13.8095 12.1926 11.1584 25.4584 14.1787 10.6437 9.54738 8.72902 8.00237 7.59468 6.49882 5.99321 5.91695 5.47667 5.30666 4.9099 4.23777 4.23692 threshold=0.049213243648409809 0.94052824378013633 0.00025326936156485003 -390.49999999999994 -390.49999999999994 2.9750000000000005 0.0023884368129074005 2.9150000000000005 0.99894970655441295 9.6955882327165472e-06 0.51461192965507518 1.3750000000000002 5.8950000000000005 3.9650000000000003 2.5750000000000006 -8.4999999999999982 3.9350000000000005 5.495000000000001 5.7250000000000005 0.011652591172605703 1.6450000000000002 4.9450000000000012 5.6050000000000013 3.9950000000000006 8.3400000000000016 0.18897357583045957 -348.49999999999994 0.99989646673202526 5.5000000000000009 3.5000000000000004 decision_type=2 2 2 10 10 10 2 10 2 2 2 10 8 10 10 8 10 8 10 2 10 10 8 10 10 2 10 2 2 2 left_child=2 4 9 7 5 11 17 20 14 -1 25 -2 26 -7 -3 -16 -17 28 21 22 -4 -15 29 -9 -25 -6 -11 -10 -5 -8 right_child=1 8 3 6 10 13 19 23 27 12 -12 -13 -14 18 15 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0098632166557397257 0.0080619454278124652 0.0096083525948193419 0.0035673615452703317 -0.0043864806369456437 0.0021973830556015071 -0.00048075137115700483 -0.0013854409720685473 -0.0057795060453863711 0.0093389772097190408 -0.0095028116146807905 0.0062003679397143741 0.0027684345744120272 -0.0058734568958863902 -0.0035457654034284514 0.0084167362750554742 0.0063579592086323326 0.00034438433265071566 -0.0023711279925237366 0.002153762636618102 0.00041533688726925642 -0.0026016620697435662 -0.0077496222397843689 0.00032288345842185326 -0.0089229845659179324 0.0083067969794449678 0.0039653570197516544 -0.0081493579532724101 0.010400885786958617 -0.006278431756313433 -0.0037374781658309343 leaf_weight=5301.2222231980413 121.83659269288182 272.23704335838556 37.214378612115979 258.42839269898832 359.31111583206803 106.40010305587202 169.29914542194456 86.78240657877177 475.42957177758217 432.89269925653934 503.70804566890001 110.12340243719518 217.03212304506451 96.15640224982053 435.29020909592509 90.330283787101507 69.277447117492557 175.21484237350523 18.381637270562351 365.79237183369696 48.342638861387968 77.701687630265951 116.3870201902464 271.04091795999557 2.0079085770994416 341.96693148836493 875.72251326404512 5172.6068953424692 218.48099089879543 139.85758571512997 leaf_count=514855 2334 6178 671 13636 7808 2335 6102 3822 10137 33380 8098 1931 14268 3372 7205 1704 1291 7654 398 10432 1368 3594 3394 18517 31 6061 73044 125331 15066 7163 internal_value=0 0.00857116 -0.00816881 -0.00338032 0.00322726 0.000626537 -0.00241678 -0.00650306 0.00999473 -0.00949368 0.00437245 0.00554884 -0.00820963 -0.00319672 0.00793146 0.00716408 0.00374778 -0.00447885 -0.00469995 -0.000717473 8.16524e-05 -0.00542458 -0.00169122 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0.068259380757808671 0.8784809708595277 0.00099748477805400022 0.13270235061645502 0.99894970655441295 0.0070173616986721008 7.0975467679090811e-05 0.3781151175498963 0.94052824378013633 0.0013712961226701001 3.5000000000000004 -32.499999999999993 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 4.5000000000000009 7.5000000000000009 4.5000000000000009 -1.0000000180025095e-35 3.5000000000000004 -385.49999999999994 3.5000000000000004 0.045804195804195758 0.29429808733309276 0.51461192965507518 30.500000000000004 1.0000000180025095e-35 0.26944684528954194 9.5000000000000018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 8 2 10 2 2 2 2 2 2 2 2 left_child=4 3 8 7 10 19 13 16 14 25 -1 24 26 -5 28 -9 21 -14 -10 27 -15 -2 -17 -13 -8 -6 -7 -4 -3 -21 right_child=1 2 5 6 9 12 11 15 18 -11 -12 23 17 20 -16 22 -18 -19 -20 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010111715669041215 0.01219561271481674 0.010967028714593388 0.010605510357912478 0.011660675336593975 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75.762667708098888 115.44984684884548 129.5507825538516 194.85061547346413 104.34504473954439 406.60364760458469 169.11454336717725 49.742890704423189 leaf_count=671943 64 1221 3170 394 8674 22708 708 216 5205 2599 53408 212 95884 603 1331 380 381 14508 1913 6240 526 247 461 911 1187 4890 1787 6570 1973 866 internal_value=0 0.0107038 0.0105513 0.0120663 -0.0101508 0.010487 0.0117516 0.0126683 0.011015 -0.0105057 -0.0101244 0.0115971 0.0104616 0.0120073 0.0111742 0.0124492 0.0129646 0.0104427 0.0108889 0.0106434 0.0121095 0.0127239 0.0125446 0.011785 0.0114652 -0.0104228 0.0105347 0.0106943 0.0110801 0.0105543 internal_weight=0 8174.37 7351.17 823.2 8666.44 6456.5 540.581 282.619 894.666 599.764 8066.67 337.016 5554.59 203.565 395.617 162.462 120.157 4410.92 499.049 901.909 157.205 51.2417 133.11 139.003 198.013 448.178 1143.68 574.172 261.987 327.738 internal_count=911180 169666 163376 6290 741514 151733 4541 1749 11643 16163 725351 3018 134887 1523 4525 1057 692 110392 7118 16846 1129 311 841 1123 1895 13564 24495 9740 3194 7106 is_linear=0 shrinkage=0.01 Tree=311 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 10 10 12 12 12 12 12 12 2 2 10 2 10 2 10 10 6 10 12 10 10 2 12 split_gain=18105.3 16.4398 2.12276 1.50373 0.787505 0.406857 0.348467 0.291931 0.287422 0.158645 0.143864 0.128011 0.11822 0.114385 0.090864 0.0714459 0.0571396 0.0542119 0.0466671 0.0463287 0.0441081 0.0406549 0.0363491 0.0345836 0.0307088 0.0299619 0.0275343 0.0271939 0.0268664 0.0245346 threshold=1.0000000180025095e-35 0.068259380757808671 0.8784809708595277 0.0011766494717448501 0.13270235061645502 2.9150000000000005 3.2950000000000004 2.6750000000000003 3.1450000000000005 0.3781151175498963 0.0089773964136838514 0.99766892194747936 0.94052824378013633 5.9116524425917312e-05 0.0013712961226701001 0.045804195804195758 0.012270400481782552 3.0250000000000004 0.028778467908902653 2.9150000000000005 0.028778467908902653 1.0000000180025095e-35 7.0450000000000008 3.5000000000000004 3.3950000000000005 0.0070173616986721008 2.6750000000000003 3.3950000000000005 0.023937770392229853 0.0070173616986721008 decision_type=2 2 2 2 2 10 10 10 10 2 2 2 2 2 2 2 2 10 2 8 2 10 10 2 10 2 10 10 2 2 left_child=4 3 7 8 14 19 23 -3 21 16 20 -8 17 -10 -1 -12 -9 -6 -15 25 -7 -2 -13 -4 -14 -5 -16 -18 -11 -21 right_child=1 2 6 5 12 10 11 9 13 28 15 22 24 18 26 -17 27 -19 -20 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.01011059294009495 0.011847096650990926 0.01068994353343344 0.010424495513234355 0.011748964286787431 -0.010636148636194746 0.011827900460464367 0.010755651895959535 0.011051648453535637 0.01306905915745781 0.010839391015029339 0.011430017151265846 0.010585895717815789 -0.010978352328844358 0.012256328941645632 -0.010349664380745591 0.011836961688702255 0.011136574125610513 -0.010362354481789461 0.012709929061350718 0.011314027892624669 0.012219477997465589 0.012307416902491543 0.010464866171506331 0.010495268415989569 -0.010656138533808096 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0.0226777 0.0224052 0.0218352 0.0184248 0.0171261 0.0168461 threshold=1.0000000180025095e-35 0.068259380757808671 0.8784809708595277 0.00099748477805400022 0.13270235061645502 2.8850000000000002 3.2950000000000004 2.6750000000000003 3.1450000000000005 0.0089773964136838514 0.3781151175498963 0.99766892194747936 0.94052824378013633 5.9116524425917312e-05 0.0013712961226701001 3.0250000000000004 0.0070173616986721008 1.0000000180025095e-35 7.0450000000000008 3.3950000000000005 2.8850000000000002 2.6750000000000003 2.8850000000000002 1.0000000180025095e-35 0.99766892194747936 1.5000000000000002 0.0043998162727802515 1.0000000180025095e-35 1.5000000000000002 0.00025326936156485003 decision_type=2 2 2 2 2 10 10 10 10 2 2 2 2 2 2 10 2 10 10 10 8 10 8 2 2 10 2 2 10 2 left_child=4 3 7 8 14 16 24 -3 17 26 23 -8 15 -10 -1 -6 22 29 -13 -14 -18 -16 -5 28 -4 -11 27 -7 -9 -2 right_child=1 2 6 5 12 9 11 10 13 25 -12 18 19 -15 21 -17 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 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46.032359659671783 37.127484858036041 331.16207816824317 108.66592906229198 43.321538493037224 831.52674477361143 31.646652147173882 69.144615538418293 4313.1285121366382 58.151103377342224 61.773549243807793 25.928322896361351 60.834501162171364 16.732568353414536 leaf_count=671943 128 3828 7089 190 1737 534 6626 1724 509 1367 4733 18810 517 721 4419 11827 468 249 8160 2082 569 48989 315 790 111048 449 459 190 568 142 internal_value=0 0.010689 0.0105398 0.0120175 -0.0101478 0.0117113 0.0104769 0.0109931 0.0126021 0.0118795 0.0110967 0.0105975 -0.0104953 0.0127831 -0.0101219 -0.0104142 0.01126 0.0120795 0.0105489 -0.0107352 0.0111174 -0.0102117 0.0114916 0.0112656 0.0104327 0.0117048 0.0121097 0.0121972 0.0113148 0.0118452 internal_weight=0 8023.57 7213.4 810.164 8497.34 531.689 6334.71 878.688 278.475 387.284 658.903 1700.39 588.467 206.812 7908.87 439.666 144.405 71.6626 1284.73 148.801 89.3539 959.7 55.0515 296.233 4634.32 220.15 167.133 105.36 227.088 34.5351 internal_count=911180 169666 163376 6290 741514 4541 151733 11643 1749 2999 7815 33596 16163 1230 725351 13564 1542 519 26970 2599 1037 53408 505 3082 118137 1816 1183 724 2292 270 is_linear=0 shrinkage=0.01 Tree=313 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 3 1 3 6 6 6 6 6 1 6 6 1 12 2 2 1 6 3 3 split_gain=17731.7 15.3855 1.99218 1.39848 0.740852 0.233603 0.183335 0.171266 0.162753 0.111022 0.085525 0.0719134 0.0701043 0.0683422 0.0656902 0.0622387 0.0463845 0.0439551 0.039234 0.0371179 0.0317796 0.0282486 0.0279686 0.0197003 0.0196773 0.019441 0.0213588 0.0190478 0.0170008 0.016703 threshold=1.0000000180025095e-35 0.068259380757808671 0.8784809708595277 0.0011766494717448501 0.13270235061645502 0.99894970655441295 7.0975467679090811e-05 0.0089773964136838514 0.3781151175498963 0.94052824378013633 0.0013712961226701001 1.0000000180025095e-35 -32.499999999999993 1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 4.5000000000000009 7.5000000000000009 4.5000000000000009 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3.73306 3.61264 3.52264 3.43852 3.40356 3.18707 3.08461 4.87455 2.76193 2.60812 2.82334 2.05075 threshold=0.049213243648409809 0.94052824378013633 0.00025326936156485003 0.0035319819580763002 0.51461192965507518 0.99977076053619396 9.6955882327165472e-06 7.6900000000000004 6.2150000000000007 5.6250000000000009 2.5750000000000006 5.8950000000000005 9.0500000000000025 0.18897357583045957 4.1150000000000011 0.00099748477805400022 0.99473056197166454 0.0089773964136838514 0.65440738201141369 25.500000000000004 0.00012842786236425005 41.500000000000007 6.5000000000000009 23.500000000000004 3.2650000000000001 5.4750000000000005 8.8294510192099562e-07 0.28633540372670813 0.95867486338797814 4.9231666707783013e-05 decision_type=2 2 2 2 2 2 2 8 8 8 10 8 8 2 10 2 2 2 2 2 2 2 2 2 10 10 2 2 2 2 left_child=2 4 6 8 7 10 26 13 15 14 -3 20 18 24 17 -4 -12 -5 -6 -16 -8 -15 -17 -20 -2 -26 -1 28 -13 -29 right_child=1 5 3 9 12 -7 11 -9 -10 -11 16 27 -14 21 19 22 -18 -19 23 -21 -22 -23 -24 -25 25 -27 -28 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336.97913919016719 306.38411310501397 219.97531706932932 382.57013873010874 186.11788883991539 379.91599383763969 100.30298183299601 226.4085733089596 67.154653535224497 149.95120270457119 84.12473538517952 266.2130097867921 58.09076883085072 1555.4380240226164 48.959816091693938 25.276303710415959 50.780972252599895 leaf_count=365205 2105 9253 28899 3475 2795 128839 89247 2222 5497 5244 6435 6493 1924 6948 13103 10771 7319 5328 6740 5750 17177 1846 9789 1620 8338 1393 149650 3523 1613 2639 internal_value=0 0.00852988 -0.00813918 -0.00334586 0.00319087 0.00996375 -0.00947676 0.00175279 -0.00499028 -0.00157581 0.0082257 -0.00817416 0.00514701 0.0011321 -0.0023506 -0.00564341 0.0074468 -0.00109998 0.00467009 -0.00318891 -0.00856544 0.0021479 -0.00471726 0.00510996 0.00017879 -0.000305806 -0.00985289 -0.00582589 -0.00689932 -0.0046588 internal_weight=0 7886.11 8320.71 1815.33 1669.55 6216.56 6505.37 962.186 941.063 874.269 1129.82 1457.58 707.364 834.756 679.297 793.404 748.4 272.61 610.991 406.687 1249.39 404.134 369.927 464.041 430.622 324.304 5047.79 208.185 108.444 99.7408 internal_count=911180 187777 723403 87856 35931 151846 635547 22852 54956 32900 23007 120692 13079 20630 27656 49459 13754 8803 11155 18853 106424 8794 20560 8360 11836 9731 514855 14268 8106 6162 is_linear=0 shrinkage=0.01 Tree=315 num_leaves=31 num_cat=0 split_feature=10 48 6 10 10 10 10 10 10 3 3 0 48 48 10 10 10 3 0 6 0 10 6 3 10 48 3 3 48 10 split_gain=4991.31 423.973 347.081 196.986 182.211 187.021 118.127 80.829 58.8763 58.3052 60.9293 53.1665 51.2794 47.303 38.4839 38.0139 66.7757 36.8016 34.8287 32.5305 30.6168 29.9794 29.4483 23.8238 21.7846 20.9918 20.2379 18.8746 18.8208 17.1635 threshold=3.3250000000000006 1.0000000180025095e-35 30.500000000000004 3.2950000000000004 6.1150000000000011 8.4800000000000022 4.495000000000001 2.3350000000000004 4.2350000000000012 1.0000000180025095e-35 0.98843892007484635 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6.9850000000000012 7.0550000000000006 8.1200000000000028 0.97385509227614497 1.0000000180025095e-35 20.500000000000004 1.0000000180025095e-35 2.7350000000000008 1.5000000000000002 0.21498599439775909 3.7350000000000008 1.0000000180025095e-35 0.99938118811881205 0.85379556042751448 1.0000000180025095e-35 3.1750000000000003 decision_type=10 2 2 8 10 10 10 10 10 2 2 2 2 2 10 10 10 2 2 2 2 10 2 2 10 2 2 2 2 10 left_child=1 7 4 21 6 14 13 -1 28 11 22 -8 -7 20 -6 -16 23 -10 -5 -14 24 -3 -11 -17 -2 -13 -15 -18 -4 -9 right_child=2 3 8 18 5 12 9 29 17 10 -12 25 19 26 15 16 27 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0096764020883947921 0.0018697091629173376 0.001637923055420174 -0.00087381818999346785 0.0043994326121653497 0.00072202074832997511 0.0068099508566266754 0.0014469917887836097 0.0071685257645359417 -0.0078625823980787782 -0.0046270661548494865 -0.00059782022168542836 -0.0066055736046841344 -0.0075555969174197924 -0.003722222866819926 0.0092139597383851021 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12 12 12 12 12 12 12 12 12 12 12 5 5 5 5 5 3 6 12 6 6 3 6 3 6 5 4 3 split_gain=11036.3 663.668 476.994 53.1486 42.7924 42.4048 32.5209 8.47057 7.02128 6.24739 6.17348 5.31175 4.70364 4.02682 3.64985 3.55555 3.3264 3.29562 3.04508 2.92006 2.84403 2.18856 2.17585 2.07477 1.94983 2.09716 1.93358 1.91734 1.75248 1.74298 threshold=0.036334333941340412 0.94052824378013633 0.00025326936156485003 0.3781151175498963 0.0023884368129074005 0.99977076053619396 9.6955882327165472e-06 0.65440738201141369 0.0089773964136838514 0.98755538463592529 0.13270235061645502 5.9116524425917312e-05 0.00099748477805400022 2.5000000000000004 2.5000000000000004 1.5000000000000002 1.5000000000000002 1.5000000000000002 0.87439320388349528 107.50000000000001 8.8294510192099562e-07 23.500000000000004 353.50000000000006 0.21498599439775909 80.500000000000014 0.80969148222669363 64.500000000000014 2.5000000000000004 22.500000000000004 0.96784532671629464 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 10 10 8 10 10 2 2 2 2 2 2 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23007 13754 4109 120692 10667 36356 8158 2496 7726 25108 19156 10143 106424 20749 1637 1328 3477 28702 is_linear=0 shrinkage=0.01 Tree=318 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 0 0 0 0 0 12 0 12 12 5 12 12 12 12 12 5 12 12 0 split_gain=17088 15.9156 1.9795 1.52864 0.773897 0.228409 0.200562 0.185318 0.163782 0.10423 0.102934 0.0618727 0.047478 0.0415377 0.0412052 0.0312268 0.0269168 0.0247579 0.0208581 0.0191789 0.0178831 0.0173467 0.0151345 0.0147579 0.0145515 0.0145151 0.0140969 0.0136632 0.013303 0.0108506 threshold=1.0000000180025095e-35 0.068259380757808671 0.8784809708595277 0.00099748477805400022 0.18897357583045957 0.99894970655441295 0.0070173616986721008 7.0975467679090811e-05 0.3781151175498963 0.0043998162727802515 0.94052824378013633 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.99999827146530174 1.0000000180025095e-35 0.98755538463592529 0.00022280584380490002 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9.8595 9.38764 8.3041 8.04186 7.94628 17.9986 7.68565 threshold=3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 33.500000000000007 27.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 25.500000000000004 24.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 23.500000000000004 30.500000000000004 29.500000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 7.5000000000000009 353.50000000000006 7.5000000000000009 2.5000000000000004 16.500000000000004 20.500000000000004 1.0000000180025095e-35 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=1 3 4 5 6 10 12 11 26 -10 13 19 15 -1 -12 23 17 -13 -15 25 24 -11 -16 -2 -14 -4 -3 -21 -29 -25 right_child=2 8 7 -5 -6 -7 -8 -9 9 21 14 16 20 18 22 -17 -18 -19 -20 27 -22 -23 -24 29 -26 -27 -28 28 -30 -31 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298.171 231.544 594.601 1541.84 1144.92 1198.17 881.109 884.348 1082.51 1377.94 939.058 163.897 54.8865 453.686 internal_count=911180 386081 525099 182747 170353 169944 139639 354746 203334 144129 161352 137897 118459 92891 68461 47115 18553 13155 25026 119344 71344 49179 27427 45650 68712 108899 59205 10445 4726 25211 is_linear=0 shrinkage=0.01 Tree=320 num_leaves=31 num_cat=0 split_feature=11 48 6 29 3 6 6 2 0 2 5 5 6 6 5 0 6 6 6 6 2 2 5 5 3 2 2 2 3 3 split_gain=16874.7 3.48598 1.17985 0.593768 0.355312 0.303299 0.237987 0.232629 0.191467 0.118151 0.09848 0.0917411 0.0830891 0.0775106 0.0644036 0.0635211 0.0779703 0.0575329 0.0591564 0.0481126 0.0439275 0.0458588 0.0398385 0.0381648 0.035113 0.0317207 0.0304126 0.0292884 0.0260615 0.0259299 threshold=1.0000000180025095e-35 1.0000000180025095e-35 30.500000000000004 1.0000000180025095e-35 0.22271825396825398 2.5000000000000004 7.5000000000000009 0.091372912801484213 1.0000000180025095e-35 0.087337909992372217 2.5000000000000004 5.5000000000000009 3.5000000000000004 4.5000000000000009 2.5000000000000004 1.0000000180025095e-35 25.500000000000004 29.500000000000004 1.5000000000000002 33.500000000000007 1.0000000180025095e-35 0.24165739710789766 1.5000000000000002 1.5000000000000002 0.50952467343976793 0.58847248576850109 0.10551619433198377 0.1676706827309237 0.94146202170188464 0.59103465595178317 decision_type=2 2 2 2 2 2 2 2 2 2 10 10 2 2 10 2 2 2 2 2 2 2 10 10 2 2 2 2 2 2 left_child=13 3 4 6 17 7 24 9 -9 28 -4 15 26 -1 -8 16 20 18 -3 -16 -7 27 -10 -18 -2 -17 -5 -22 -6 -14 right_child=1 2 10 12 5 11 14 8 22 -11 -12 -13 29 -15 19 25 23 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010178646400351521 0.010432401573263377 0.010677636830897189 0.011385664276560887 0.010764604675937832 0.011376516421660049 0.010983822561644707 0.010622127757834552 0.011094433450589412 0.01084641979453716 0.010360515412265606 0.011917101777135048 0.010590833826139619 0.011249483150473045 -0.010115765821142793 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351 547 315 473481 377 525 344 1706 2396 133 549 2523 2186 565 23479 484 646 197 3714 244 internal_value=0 0.0106652 0.0109452 0.0105011 0.0108592 0.0109504 0.0104818 0.01086 0.0109531 0.0106295 0.0114343 0.0111697 0.0111455 -0.0101425 0.0106411 0.0112051 0.0112558 0.0106958 0.0107187 0.0110754 0.0113182 0.0113613 0.0107775 0.0109082 0.0104496 0.0109074 0.0109628 0.0115818 0.0107704 0.0114731 internal_weight=0 7584.39 2803.87 4780.52 2384.46 1529.98 4641.69 1083.32 771.502 311.82 419.41 446.654 138.829 8017.61 779.684 420.853 359.621 854.486 792.79 32.7124 304.907 270.105 343.956 54.7145 3862.01 61.2312 89.1343 69.888 204.633 49.6946 internal_count=911180 169666 48000 121666 43059 25907 119704 19675 12674 7001 4941 6232 1962 741514 16634 5685 4676 17152 15446 510 3767 3269 6577 909 103070 1009 1403 746 3795 559 is_linear=0 shrinkage=0.01 Tree=321 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 10 10 12 12 12 12 12 12 10 12 10 6 10 10 6 10 6 6 10 10 10 10 6 split_gain=16700.3 15.0744 1.8746 1.44557 0.732109 0.381041 0.300338 0.265722 0.257067 0.149821 0.141617 0.112335 0.101719 0.0983891 0.0976331 0.0467319 0.0443199 0.0370859 0.0320309 0.0305832 0.0295914 0.0293609 0.0273411 0.0263751 0.0263235 0.0260209 0.024681 0.0240713 0.0234657 0.0224499 threshold=1.0000000180025095e-35 0.068259380757808671 0.8784809708595277 0.00099748477805400022 0.18897357583045957 2.8850000000000002 3.2950000000000004 3.1450000000000005 2.6750000000000003 0.0089773964136838514 0.3781151175498963 0.99766892194747936 5.9116524425917312e-05 0.0043998162727802515 0.94052824378013633 3.0250000000000004 0.0070173616986721008 1.0000000180025095e-35 4.5000000000000009 3.3950000000000005 7.0450000000000008 3.5000000000000004 2.6750000000000003 3.5000000000000004 7.5000000000000009 2.8850000000000002 6.0550000000000006 2.8850000000000002 7.5550000000000006 3.5000000000000004 decision_type=2 2 2 2 2 10 10 10 10 2 2 2 2 2 2 10 2 10 2 10 10 2 10 2 2 8 10 8 8 2 left_child=4 3 8 7 13 16 21 17 -3 23 18 -8 -9 -1 15 -6 27 -2 -10 -16 -13 -4 -15 -7 -11 -18 -25 -5 -26 -14 right_child=1 2 6 5 14 9 11 12 10 24 -12 20 29 22 19 -17 25 -19 -20 -21 -22 -23 -24 26 28 -27 -28 -29 -30 -31 leaf_value=-0.010104186626363188 0.011779674219345993 0.010641152430999515 0.010385870252018854 0.011677508800040546 -0.010639970853534306 0.011925033060020252 0.010705297446213884 0.012985686709917808 0.011129552236344068 0.011557016502769477 0.010911128952079603 0.010539949146013045 0.012383764257221343 -0.010388912084348391 -0.010961817757781963 -0.010361567330134568 0.011232097188786181 0.01224013661006956 0.011348092097176745 -0.010636995727327356 0.010426287112862666 0.010453825589134552 -0.010204324026717818 0.012288781503481632 0.0118586721100722 0.010883130791111403 0.011887437624834591 0.011247616118813426 0.01138658475763072 0.012664301573640237 leaf_weight=6726.2777650784701 33.604741454124451 207.26443794369698 3510.5706177912652 22.732730016112328 76.200731799006462 86.241048604249954 394.48242511600256 89.488362319767475 178.2820367962122 133.38588257133961 346.85358092561364 893.29631591960788 52.543482840061188 92.421545321121812 39.838257156312466 288.80352527089417 44.281977601349354 36.477980397641659 107.51064442843199 106.41049608960748 308.03693599626422 776.42087655887008 608.97703691851348 56.227189615368843 68.24158051609993 41.292584706097841 21.062171101570129 30.501158557832241 12.449961498379706 62.404534623026848 leaf_count=691004 270 3828 99104 190 1441 647 6626 509 2021 1173 4733 18810 342 2821 517 9706 468 249 1061 2082 8160 19033 33943 375 525 569 161 315 118 379 internal_value=0 0.0106585 0.0105049 0.0119644 -0.0101411 0.0116527 0.0104418 0.0125507 0.0109468 0.0118174 0.0110469 0.0105589 0.0127329 -0.0101159 -0.0105072 -0.0104197 0.0112046 0.0120193 0.0112118 -0.0107255 0.0105108 0.0103982 -0.0102286 0.0120453 0.0116433 0.0110637 0.0121794 0.0114312 0.0117858 0.0125361 internal_weight=0 7513.65 6722.72 790.935 7938.93 516.416 5882.81 274.519 839.911 377.608 632.646 1595.82 204.436 7427.68 511.253 365.004 138.808 70.0827 285.793 146.249 1201.33 4286.99 701.399 163.53 214.077 85.5746 77.2894 53.2339 80.6915 114.948 internal_count=911180 169666 163376 6290 741514 4541 151733 1749 11643 2999 7815 33596 1230 727768 13746 11147 1542 519 3082 2599 26970 118137 36764 1183 1816 1037 536 505 643 721 is_linear=0 shrinkage=0.01 Tree=322 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 3 1 3 0 2 0 0 0 1 2 2 0 3 3 1 2 1 2 2 split_gain=16527.4 14.585 1.8163 1.39431 0.710091 0.211358 0.182721 0.168946 0.149787 0.0954535 0.0946164 0.0626615 0.0622046 0.0591761 0.0584862 0.0455788 0.0445726 0.0391259 0.0332832 0.0331568 0.0310632 0.0300763 0.0294556 0.0246991 0.0243883 0.0236457 0.0199893 0.0186456 0.0230889 0.0179669 threshold=1.0000000180025095e-35 0.068259380757808671 0.8784809708595277 0.00099748477805400022 0.18897357583045957 0.99894970655441295 0.0070173616986721008 7.0975467679090811e-05 0.3781151175498963 0.0043998162727802515 0.94052824378013633 1.0000000180025095e-35 -32.499999999999993 1.0000000180025095e-35 1.0000000180025095e-35 0.034723896792862259 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.74891304347826104 0.012270400481782552 1.0000000180025095e-35 0.25108695652173912 0.50155279503105599 -7.4999999999999991 0.73368794326241138 -390.49999999999994 0.028778467908902653 0.019324122479462254 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 8 2 2 2 2 2 8 2 10 2 2 left_child=4 3 8 7 9 19 11 17 16 -1 -6 -5 -7 -9 15 -8 21 25 -15 -4 -17 -3 27 -10 -14 29 -23 -13 -29 -2 right_child=1 2 5 6 10 12 14 13 23 -11 -12 22 24 18 -16 20 -18 -19 -20 -21 -22 26 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.010103140729681085 0.012563731554488566 0.010935393214025028 0.010632988425344549 0.011543185378497602 -0.010415375244644434 0.010481626885256081 0.011282163163116326 0.011887561341926429 0.010703698694844473 -0.010226331342988027 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71.193761914968491 leaf_count=691004 62 668 9740 394 11147 24495 462 216 2353 36764 2599 103 78261 661 888 1400 1429 155 180 7106 268 1950 245 4765 32131 73 478 112 669 402 internal_value=0 0.0106515 0.0104996 0.0119411 -0.0101397 0.0104372 0.0116336 0.0125191 0.0109366 -0.0101148 -0.0105019 0.0118757 0.0104127 0.012304 0.0114862 0.0115668 0.0110865 0.0128074 0.0123951 0.0105855 0.0116349 0.0111545 0.0119729 0.0108166 0.0103947 0.0129009 0.0112059 0.012042 0.0120826 0.0129602 internal_weight=0 7443.72 6659.14 784.581 7861.03 5826.82 512.11 272.471 832.327 7354.61 506.418 193.833 5001.54 156.049 318.277 235.143 370.053 116.422 128.048 825.276 189.753 267.39 149.977 462.273 3963.22 92.3612 216.642 120.67 109.008 81.2136 internal_count=911180 169666 163376 6290 741514 151733 4541 1749 11643 727768 13746 1523 134887 1057 3018 2130 4525 692 841 16846 1668 3096 1129 7118 110392 537 2428 884 781 464 is_linear=0 shrinkage=0.01 Tree=323 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 10 10 12 12 12 12 12 12 1 10 12 3 10 3 3 3 1 10 10 10 3 3 10 split_gain=16356.4 14.1132 1.76005 1.34483 0.688834 0.356286 0.282355 0.247214 0.24126 0.139633 0.132608 0.105511 0.0942115 0.0926167 0.0917024 0.0467857 0.0439545 0.0414065 0.0349049 0.0345888 0.0302523 0.0429003 0.0293184 0.029253 0.0487851 0.0287172 0.0278137 0.0272689 0.0281841 0.0257393 threshold=1.0000000180025095e-35 0.068259380757808671 0.8784809708595277 0.00099748477805400022 0.18897357583045957 2.8850000000000002 3.2950000000000004 3.1450000000000005 2.6750000000000003 0.0089773964136838514 0.3781151175498963 0.99766892194747936 5.9116524425917312e-05 0.0043998162727802515 0.94052824378013633 -32.499999999999993 3.0250000000000004 0.0070173616986721008 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.96352549889135264 1.0000000180025095e-35 -367.49999999999994 3.6350000000000002 3.3950000000000005 7.0450000000000008 1.0000000180025095e-35 0.96446608946608958 2.6750000000000003 decision_type=2 2 2 2 2 10 10 10 10 2 2 2 2 2 2 8 10 2 2 10 2 2 2 10 10 10 10 2 2 10 left_child=4 3 8 7 13 17 15 19 -3 27 18 -8 -9 -1 16 -4 -6 -5 -10 -2 -11 -22 -14 24 -12 -16 -13 -7 -29 -15 right_child=1 2 6 5 14 9 11 12 10 20 23 26 22 29 25 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.010102105452992461 0.011737592182646576 0.010627546619738963 0.010472355533421582 0.011398587164978513 -0.010626740469741592 0.011720940700047085 0.010690498007484204 0.012909775253238396 0.010972350017155854 0.011348538467138751 0.010791675372980548 0.010528758935969629 0.012075574760704914 -0.010381033032446753 -0.010941328829829733 0.010376475828982171 -0.010354197406594646 0.011040216202453499 0.011243621747948322 0.012185934039937299 0.011729998959966681 0.011298513959528253 0.012538917762811283 0.010850564834550101 0.011382090014039711 -0.010623699379303766 0.010417505424115346 0.012118571102464282 0.011702364998379643 -0.010200209426790093 leaf_weight=6594.4400128368288 33.040850713849068 203.36725039035082 592.37577063590288 52.311917066574097 74.799711801111698 29.249910943210125 387.23322086781263 88.236910156905651 60.441688720136881 37.534752614796162 26.762702763080597 876.60581753030419 15.884432397782801 90.673737792298198 39.130513966083527 3612.9372514598072 283.2695880336687 84.02856358513236 220.37783901765943 35.908328220248222 145.62380993366241 27.373919978737831 97.358822606503963 284.51545066013932 29.335324313491583 104.42471960373223 302.17588977888227 112.68802662193775 19.015447519719601 597.14397347252816 leaf_count=691004 270 3828 14032 505 1441 237 6626 509 762 365 406 18810 113 2821 517 104105 9706 1037 2320 249 1179 272 608 4042 285 2082 8160 791 155 33943 internal_value=0 0.0106447 0.0104944 0.0119183 -0.0101383 0.0116149 0.0104327 0.0124879 0.0109265 0.0117754 0.0110244 0.0105473 0.0126648 -0.0101136 -0.0104967 0.01039 -0.0104111 0.0111777 0.0111852 0.0119711 0.0116059 0.0116617 0.0124739 0.0108917 0.0111004 -0.0107103 0.0105002 0.0119971 0.0120585 -0.010224 internal_weight=0 7374.38 6596.13 778.256 7783.88 507.826 5771.33 270.429 824.8 371.486 621.433 1566.01 201.48 7282.26 501.625 4205.31 358.069 136.34 280.82 68.9492 210.532 172.998 113.243 340.613 56.098 143.555 1178.78 160.953 131.703 687.818 internal_count=911180 169666 163376 6290 741514 4541 151733 1749 11643 2999 7815 33596 1230 727768 13746 118137 11147 1542 3082 519 1816 1451 721 4733 691 2599 26970 1183 946 36764 is_linear=0 shrinkage=0.01 Tree=324 num_leaves=31 num_cat=0 split_feature=11 1 3 3 5 3 3 1 3 3 1 5 5 3 5 1 1 3 1 3 1 1 1 1 5 5 1 1 3 1 split_gain=16187.3 4.07936 0.682732 0.299098 0.254545 0.154542 0.137615 0.08146 0.0801273 0.0701084 0.0686791 0.0602771 0.0652935 0.0573257 0.0518232 0.0489422 0.0450623 0.0416714 0.0406792 0.0363653 0.0490876 0.0415409 0.0339942 0.0333931 0.0384852 0.0307352 0.0314887 0.035559 0.0292701 0.0287949 threshold=1.0000000180025095e-35 -3.4999999999999996 0.22271825396825398 0.90501253132832093 1.5000000000000002 0.99938118811881205 0.76506899055918665 -146.49999999999997 0.90943267259056748 0.50155279503105599 -124.49999999999999 5.5000000000000009 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 -67.499999999999986 -168.49999999999997 0.99938118811881205 -95.499999999999986 0.55594679186228502 -32.499999999999993 -23.499999999999996 -1.0000000180025095e-35 -70.499999999999986 3.5000000000000004 5.5000000000000009 -31.499999999999996 -60.499999999999993 0.8238526179702651 -330.49999999999994 decision_type=2 8 2 2 8 2 2 10 2 2 10 10 8 2 10 10 10 2 10 2 10 10 8 10 10 10 10 10 2 10 left_child=13 2 15 6 5 -5 7 16 -6 -3 14 12 18 -1 -9 -2 29 -10 -12 -20 -21 -22 -15 24 -8 26 27 -17 -25 -4 right_child=1 9 3 4 8 -7 23 10 17 -11 11 -13 -14 22 -16 25 -18 -19 19 20 21 -23 -24 28 -26 -27 -28 -29 -30 -31 leaf_value=-0.010212308754050096 0.010780380433503624 0.010414118838720463 0.01136774395540094 0.011366612197764678 0.01035135752236724 0.010848879341203304 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10.664631903171538 71.394099492579699 107.43721964582801 186.82843998074532 53.725913491100073 296.00930126383901 leaf_count=62253 7308 83609 671 975 3210 3094 1006 194 285 33972 309 573 223 550336 1233 3526 189 1970 8250 4323 912 195 128925 441 97 1932 2700 3368 813 4288 internal_value=0 0.0106379 0.0109222 0.0110238 0.0108061 0.0110139 0.0110906 0.0110565 0.0105525 0.0104415 0.0110104 0.0110328 0.0110462 -0.0101369 0.0107099 0.010697 0.0111836 0.0107356 0.0110338 0.0110222 0.011099 0.0108344 -0.0101271 0.011347 0.0114769 0.0106337 0.0106639 0.0107101 0.0112079 0.0111583 internal_weight=0 7305.65 2984.51 2056.91 483.05 265.5 1573.86 1389.1 217.55 4321.14 1019.26 948.473 922.275 7707.48 70.7841 927.605 369.84 113.895 902.604 876.486 362.104 58.7627 6815.51 184.762 95.5128 527.412 456.018 348.581 89.2495 351.297 internal_count=911180 169666 52085 33251 9534 4069 23717 21360 5465 117581 16212 14785 14212 741514 1427 18834 5148 2255 13989 13680 5430 1107 679261 2357 1103 11526 9594 6894 1254 4959 is_linear=0 shrinkage=0.01 Tree=325 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 10 10 12 12 12 12 12 12 2 2 10 12 2 48 2 10 10 10 10 10 10 10 2 split_gain=16020.2 13.2605 1.6534 1.25961 0.64897 0.333614 0.265129 0.230999 0.226377 0.130767 0.124456 0.0989782 0.0880814 0.0872163 0.0863275 0.0580622 0.0447301 0.0413705 0.0388544 0.0383194 0.03648 0.0350949 0.0323933 0.0270073 0.0261109 0.0242351 0.0229444 0.0218765 0.0212056 0.0207749 threshold=1.0000000180025095e-35 0.068259380757808671 0.8784809708595277 0.00099748477805400022 0.18897357583045957 2.8850000000000002 3.2950000000000004 3.1450000000000005 2.6750000000000003 0.0089773964136838514 0.3781151175498963 0.99766892194747936 5.9116524425917312e-05 0.0043998162727802515 0.94052824378013633 0.045804195804195758 0.012270400481782552 3.0250000000000004 0.0070173616986721008 0.034723896792862259 1.0000000180025095e-35 0.028778467908902653 1.0000000180025095e-35 3.3950000000000005 7.0450000000000008 2.6750000000000003 2.8850000000000002 3.3950000000000005 2.8850000000000002 0.023937770392229853 decision_type=2 2 2 2 2 10 10 10 10 2 2 2 2 2 2 2 2 10 2 2 2 2 10 10 10 10 8 10 8 2 left_child=4 3 8 7 13 18 20 22 -3 19 16 -8 -9 -1 17 -11 -10 -6 28 -7 -4 -14 -2 -16 -13 -15 -20 -18 -5 -12 right_child=1 2 6 5 14 9 11 12 10 15 29 24 21 25 23 -17 27 -19 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010100062019061844 0.011699037754267724 0.010614358775583905 0.010368544651294409 0.011602977073153968 -0.010613940854175108 0.011684567974696127 0.010675818906681296 0.012840914473148968 0.010948622437675084 0.011293337790116634 0.010752744824427785 0.010517689985259222 0.012086258731799334 -0.010373338100445295 -0.010921791225969755 0.011671472660315194 0.011023594420597549 -0.010347069622549223 0.011178754546064394 0.012042318746217667 0.010448086389454866 0.012511749721229407 0.012136289519787711 -0.010611016057246717 0.010408854662238443 -0.010196192772575656 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0.0143064 0.0133752 threshold=1.0000000180025095e-35 -3.4999999999999996 30.500000000000004 2.5000000000000004 29.500000000000004 9.5000000000000018 -68.499999999999986 1.0000000180025095e-35 -67.499999999999986 -64.499999999999986 -60.499999999999993 4.5000000000000009 -32.499999999999993 -29.499999999999996 11.500000000000002 1.0000000180025095e-35 -87.499999999999986 -371.49999999999994 -60.499999999999993 1.0000000180025095e-35 45.500000000000007 -73.499999999999986 -375.49999999999994 -61.499999999999993 -1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 -14.499999999999998 1.0000000180025095e-35 decision_type=2 8 2 2 2 2 10 2 10 10 10 2 10 10 2 2 10 10 10 2 2 10 10 10 8 2 2 2 10 2 left_child=11 2 3 8 6 29 7 14 15 25 23 24 18 -14 -5 -2 17 22 -11 -20 -19 -6 -4 -8 -1 -10 -18 -9 -15 -3 right_child=1 5 16 4 21 -7 10 27 9 12 -12 -13 13 28 -16 -17 26 20 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010152227567365387 0.010882066367449646 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194.41324634850025 195.00455509498715 103.98791318759322 62.204096905887127 10.940069455653427 43.870258145034313 918.56904983147979 62.078828055411577 1.7348794862627972 31.158193778246641 14.116575837135313 1684.9981746599078 leaf_count=203605 9045 53289 25 2004 44 14835 1472 443 2918 3258 2193 473481 3748 885 1200 7007 3898 430 3158 3726 1101 1774 184 956 64428 1914 13 489 200 49457 internal_value=0 0.0106248 0.0109029 0.010823 0.010999 0.0104325 0.0110601 0.0111863 0.0107605 0.0106969 0.0109246 -0.0101342 0.0107432 0.0106066 0.0112633 0.0108271 0.0113395 0.0114657 0.0107943 0.0108422 0.0115156 0.0104581 0.0109619 0.0107556 -0.0101682 0.0105049 0.0112759 0.0108156 0.0109291 0.0104099 internal_weight=0 7169.78 2930.58 2477.2 648.678 4239.2 582.856 301.717 1828.52 934.444 281.14 7556.88 752.987 205.28 249.86 894.076 453.383 151.922 547.706 389.418 138.229 65.8212 13.6927 128.309 3219.09 181.457 301.461 51.8569 63.7262 3598.12 internal_count=911180 169666 52085 46434 10575 117581 8757 4136 35859 19807 4621 741514 14975 4833 3204 16052 5651 1740 10142 6884 1531 1818 209 2428 268033 4832 3911 932 1085 102746 is_linear=0 shrinkage=0.01 Tree=327 num_leaves=31 num_cat=0 split_feature=10 1 6 10 1 10 1 10 2 1 10 1 10 6 2 1 6 1 10 10 2 0 0 2 2 10 1 10 0 1 split_gain=4385.61 480.491 305.715 161.21 227.164 135.299 122.362 103.468 81.7803 80.271 68.924 58.4032 53.5287 41.736 38.2465 33.5767 32.3587 30.2998 29.96 28.452 27.4188 27.1078 21.6848 20.5629 19.9077 18.8362 18.0528 17.7141 17.1485 16.9151 threshold=3.3250000000000006 -32.499999999999993 30.500000000000004 6.1150000000000011 -70.499999999999986 3.2950000000000004 -11.499999999999998 4.495000000000001 0.055738304093567205 -38.499999999999993 2.3350000000000004 -1.0000000180025095e-35 4.2350000000000012 1.5000000000000002 0.028778467908902653 -32.499999999999993 1.5000000000000002 -1.0000000180025095e-35 6.9850000000000012 2.7350000000000008 0.012270400481782552 1.0000000180025095e-35 1.0000000180025095e-35 0.034723896792862259 0.012270400481782552 3.5050000000000003 -60.499999999999993 6.2550000000000008 1.0000000180025095e-35 -266.49999999999994 decision_type=10 8 2 10 8 8 10 10 2 8 10 8 10 2 2 10 2 8 10 10 2 2 2 2 2 10 8 10 2 10 left_child=1 5 3 7 13 19 18 11 9 28 -3 20 17 29 -14 -12 -10 -4 26 -1 -2 23 25 -7 -15 -13 -6 -28 -9 -5 right_child=2 10 12 4 6 21 -8 8 16 -11 15 22 14 24 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0015329125137464369 0.00064421437130550343 0.009665801976091494 -0.0055253528571268156 0.005427083868240379 0.0069264843957773624 0.0085197996564821063 -0.0093545236934347419 0.0023722184382383611 -0.0043168691609070803 -0.0059699955384283476 0.0071903387514758556 0.0045171114790165234 -0.002256151574066148 -0.0093408772018324301 -0.0078007184870543854 -0.0011369902940658277 -0.0063903050655030559 0.00076144456083180473 0.0082888640741553294 -0.0022018701022666143 -0.0041735112464047312 0.0077788938448689771 0.0036790602178016986 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0.000417736 0.00219258 0.00502566 -0.00382683 -0.00463593 -0.00181849 0.00876486 -0.00129446 -0.00702372 -0.00411549 -0.00751541 0.00686707 -0.00539437 -0.0032443 0.00660344 -0.0005544 -0.00315546 0.00539851 0.00127207 0.00379217 -0.00589235 -0.000480814 0.0029457 -1.26231e-05 0.000563518 0.000169278 internal_weight=0 5567.45 9017.87 6137.37 1087.49 1536.33 539.303 5049.88 3827.11 811.727 4031.12 1222.77 2880.5 548.189 2548.89 1297.66 3015.38 331.605 485.982 827.385 708.812 708.941 513.958 423.292 387.498 297.386 153.295 87.9416 515.786 160.692 internal_count=911180 185866 725314 431855 66948 63245 22088 364907 296054 43866 122621 68853 293459 44860 269171 39808 252188 24288 15666 40985 46882 22260 21971 14577 35938 14128 5441 3437 23525 8922 is_linear=0 shrinkage=0.01 Tree=328 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 10 10 12 12 12 12 12 12 10 12 3 10 3 3 3 10 10 3 3 6 10 10 3 split_gain=15623.2 12.5948 1.57778 1.19242 0.614092 0.3238 0.260458 0.226971 0.219115 0.124086 0.118025 0.0948707 0.0838267 0.0826203 0.0814972 0.0404058 0.0362491 0.0316593 0.0311949 0.0275172 0.039013 0.0269422 0.0267467 0.0256967 0.0249279 0.025786 0.0243453 0.0236046 0.0216961 0.0215568 threshold=1.0000000180025095e-35 0.068259380757808671 0.8784809708595277 0.00099748477805400022 0.18897357583045957 2.8850000000000002 3.2950000000000004 3.1450000000000005 2.6750000000000003 0.0089773964136838514 0.3781151175498963 0.99766892194747936 5.9116524425917312e-05 0.0043998162727802515 0.94052824378013633 3.0250000000000004 0.0070173616986721008 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.96352549889135264 1.0000000180025095e-35 3.3950000000000005 7.0450000000000008 1.0000000180025095e-35 0.96446608946608958 3.5000000000000004 2.6750000000000003 2.8850000000000002 0.98089094449853953 decision_type=2 2 2 2 2 10 10 10 10 2 2 2 2 2 2 10 2 2 10 2 2 2 10 10 2 2 2 10 8 2 left_child=4 3 8 7 13 16 26 18 -3 24 17 -8 -9 -1 15 -6 -5 -10 -2 -11 -21 -14 -16 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36.298947043716908 328.98964732885361 844.13363101705909 15.40760190784931 87.691920472308993 37.964436210691929 271.77354093454778 41.89968441426754 184.04601777344942 34.805675461888313 141.42512380331755 26.456990316510201 94.898179359734058 100.3285674136132 288.96063348092139 109.64369156956673 18.420984417200089 728.14576065167785 572.3014422506094 38.838584151118994 29.322949938476086 leaf_count=691004 270 3828 99104 505 1441 237 6626 509 762 365 4733 18810 113 2821 517 9706 468 1940 249 1179 272 608 2082 8160 791 155 19033 33943 569 380 internal_value=0 0.0106191 0.0104732 0.0118399 -0.0101328 0.0115492 0.0104132 0.0123833 0.0108896 0.0117039 0.0109841 0.0105253 0.0125544 -0.0101089 -0.0104778 -0.0103954 0.0111237 0.0111383 0.0118791 0.0115416 0.0115956 0.0123718 -0.0106828 0.0104798 0.0119159 0.0119753 0.0103711 -0.0102153 0.0109923 0.0111948 internal_weight=0 7071.47 6316.62 754.85 7450.07 491.738 5521.26 263.112 795.358 360.587 600.684 1506.64 196.438 6967.58 482.494 344.201 131.152 271.694 66.6733 204.181 167.882 110.306 138.293 1133.09 156.406 128.065 4014.62 659.993 80.7383 213.369 internal_count=911180 169666 163376 6290 741514 4541 151733 1749 11643 2999 7815 33596 1230 727768 13746 11147 1542 3082 519 1816 1451 721 2599 26970 1183 946 118137 36764 1037 2320 is_linear=0 shrinkage=0.01 Tree=329 num_leaves=31 num_cat=0 split_feature=12 12 12 1 10 1 12 12 12 10 12 10 10 10 1 10 10 10 10 10 12 10 1 10 12 6 10 5 5 10 split_gain=9690.75 603.193 443.465 49.7319 86.1743 49.5469 40.4558 35.2679 31.661 29.6847 27.4911 20.579 12.7632 12.3073 24.0766 15.7122 8.81194 8.26789 7.70745 6.73019 6.34007 5.68914 5.33658 5.33626 4.96475 4.9266 4.80776 4.74998 4.29658 3.9789 threshold=0.036334333941340412 0.94052824378013633 0.00025326936156485003 -390.49999999999994 2.4350000000000005 -390.49999999999994 0.99977076053619396 0.0023884368129074005 9.0361113507242425e-06 3.1150000000000007 0.3781151175498963 3.9650000000000003 5.8950000000000005 2.5750000000000006 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2 12 2 48 10 10 10 10 10 10 10 2 split_gain=15347.4 12.4013 1.53244 1.19424 0.608251 0.314989 0.24773 0.223893 0.211601 0.12221 0.114997 0.0915132 0.0852585 0.0813856 0.0811892 0.0550902 0.0419895 0.0397061 0.0367715 0.0356344 0.0343069 0.0331673 0.0313243 0.0267215 0.0242441 0.023154 0.0212295 0.0208564 0.019833 0.0194394 threshold=1.0000000180025095e-35 0.068259380757808671 0.8784809708595277 0.00099748477805400022 0.18897357583045957 2.8850000000000002 3.2950000000000004 3.1450000000000005 2.6750000000000003 0.0089773964136838514 0.3781151175498963 0.99766892194747936 5.9116524425917312e-05 0.94052824378013633 0.0043998162727802515 0.045804195804195758 0.012270400481782552 3.0250000000000004 0.034723896792862259 0.0070173616986721008 0.028778467908902653 1.0000000180025095e-35 1.0000000180025095e-35 3.3950000000000005 7.0450000000000008 2.6750000000000003 2.8850000000000002 3.3950000000000005 2.8850000000000002 0.023937770392229853 decision_type=2 2 2 2 2 10 10 10 10 2 2 2 2 2 2 2 2 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internal_weight=0 6954.41 6204.48 749.936 7322.7 487.782 5418.97 262.154 785.507 357.844 593.57 1480.03 195.773 479.202 6843.5 202.477 268.853 341.435 155.367 129.938 109.843 3938.94 66.3805 137.767 1112.32 652.576 79.9221 197.271 50.0156 324.716 internal_count=911180 169666 163376 6290 741514 4541 151733 1749 11643 2999 7815 33596 1230 13746 727768 1816 3082 11147 1183 1542 721 118137 519 2599 26970 36764 1037 2133 505 4733 is_linear=0 shrinkage=0.01 Tree=331 num_leaves=31 num_cat=0 split_feature=10 1 6 10 1 10 1 10 2 10 1 6 1 10 6 1 2 10 1 10 1 10 2 2 6 1 10 10 1 1 split_gain=4180.63 408.397 308.682 136.287 216.039 160.578 116.676 107.897 85.094 71.2892 64.0973 51.4981 48.8061 48.3469 39.7498 38.1491 37.3193 29.039 27.7813 20.152 22.7556 20.0947 19.6126 19.504 17.7072 17.3828 17.0676 16.3549 16.1039 17.374 threshold=3.1750000000000003 -32.499999999999993 30.500000000000004 6.1150000000000011 -70.499999999999986 3.8350000000000004 -11.499999999999998 1.6450000000000002 0.012270400481782552 4.2350000000000012 -37.499999999999993 1.5000000000000002 -361.49999999999994 2.1250000000000004 1.5000000000000002 -1.0000000180025095e-35 0.028778467908902653 6.9850000000000012 -3.4999999999999996 4.5750000000000011 -300.49999999999994 4.9050000000000011 0.012270400481782552 0.012270400481782552 30.500000000000004 -60.499999999999993 6.2550000000000008 5.5950000000000006 -266.49999999999994 -124.49999999999999 decision_type=10 8 2 10 8 10 10 10 2 10 8 2 10 10 2 8 2 10 8 10 10 10 2 2 2 8 10 10 10 10 left_child=1 7 3 5 14 12 17 24 10 15 -7 19 -2 -3 28 -4 -11 25 -15 20 -10 -12 -14 -16 -1 -6 -27 -21 -5 -30 right_child=2 13 9 4 6 8 -8 -9 11 16 21 -13 22 18 23 -17 -18 -19 -20 27 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=0.0056478163490439534 0.0035258348282942637 0.0096883015767095168 -0.0052727443436484302 0.0053648322254162108 0.0068644093102267975 0.0006230734836420971 -0.0093298595046140565 -0.00063286864150920239 0.00059238691144168339 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38312 129748 23961 21551 22706 35938 24152 5441 3437 105787 8922 7524 is_linear=0 shrinkage=0.01 Tree=332 num_leaves=31 num_cat=0 split_feature=12 12 12 1 1 10 12 12 12 10 12 10 10 1 10 10 10 10 10 12 10 10 10 12 12 1 10 10 12 10 split_gain=9408.19 594.044 440.847 50.5202 49.427 82.5012 40.6185 36.9723 29.2552 28.7975 26.7498 19.324 12.0521 23.8563 14.9444 11.9686 9.21623 8.0464 6.62705 6.15014 5.40825 5.38484 5.34332 4.852 4.82515 4.78416 4.48398 4.67061 3.92845 3.83302 threshold=0.036334333941340412 0.94052824378013633 0.00022280584380490002 -390.49999999999994 -390.49999999999994 2.4350000000000005 0.99977076053619396 0.0023884368129074005 9.0361113507242425e-06 2.9150000000000005 0.3781151175498963 3.9650000000000003 2.5750000000000006 -8.4999999999999982 3.9350000000000005 5.8950000000000005 5.495000000000001 5.7250000000000005 4.9150000000000009 0.65440738201141369 1.8450000000000004 5.4750000000000005 2.4350000000000005 0.65440738201141369 0.0089773964136838514 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189.16670878976583 166.55267005320638 432.23712391406298 91.024060651659966 71.90394439548254 57.685676453635097 63.654706303030252 9.6229199431836587 404.15897619538009 42.451163646765053 320.84070925042033 560.68320935266092 225.37258213758469 1.7727885982021678 243.57800495438278 52.68304355815053 181.35117531940341 leaf_count=511500 1717 10582 671 8146 15214 14341 7808 2528 3822 34294 125331 1604 2188 14711 8182 8914 2210 1447 2566 1313 230 8027 1368 10432 58925 18517 31 15278 3166 16117 internal_value=0 0.00834302 -0.0079677 0.00339821 -0.00312836 -0.00215315 0.00198302 -0.000928493 -0.00636473 -0.00938834 0.0099465 0.00565349 0.00349052 -0.00800142 -0.00400287 0.00842343 0.00765001 0.0049887 -0.00337335 0.00658235 -0.00519962 0.00321293 -0.00019038 -0.000423229 -0.00841108 -0.00789245 -0.00863757 -0.00477188 -0.00589832 -0.00791685 internal_weight=0 6804.41 7172.37 1666.19 1627.69 1250.79 1023.77 304.039 376.9 5544.67 5138.21 642.421 206.269 1296.46 604.467 963.507 595.165 162.928 221.216 124.523 119.992 719.735 74.7589 646.327 1107.29 302.141 227.145 437.914 110.369 742.034 internal_count=911180 187777 723403 39293 87856 63447 26042 10207 24409 635547 148484 13251 5105 124047 38674 23153 12571 3657 8490 2917 5962 15835 2039 24773 109336 22370 18548 30492 5732 75042 is_linear=0 shrinkage=0.01 Tree=334 num_leaves=31 num_cat=0 split_feature=1 6 6 3 5 3 3 0 3 3 3 3 4 6 3 0 1 1 5 5 4 6 4 1 0 1 1 5 6 1 split_gain=1746.84 517.221 402.377 136.556 83.9631 67.7961 90.9536 79.8809 62.6349 43.6363 41.3943 40.3849 35.4153 31.5743 31.498 28.2 24.8498 58.6464 24.4654 20.8469 19.5562 19.1186 19.0842 18.4408 17.8288 17.5446 17.142 16.8518 15.3868 15.0448 threshold=-1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 1.0000000180025095e-35 1.5000000000000002 0.90501253132832093 0.22271825396825398 1.0000000180025095e-35 0.51234756097560985 0.90943267259056748 0.97156334231805941 0.49341991341991348 20.500000000000004 33.500000000000007 0.25108695652173912 1.0000000180025095e-35 -66.499999999999986 -60.499999999999993 2.5000000000000004 3.5000000000000004 24.500000000000004 8.5000000000000018 20.500000000000004 -147.49999999999997 1.0000000180025095e-35 -31.499999999999996 -30.499999999999996 5.5000000000000009 353.50000000000006 -41.499999999999993 decision_type=8 2 2 2 10 2 2 2 2 2 2 2 8 2 2 2 10 10 10 10 8 2 10 10 2 10 10 10 2 10 left_child=1 5 8 15 28 6 12 -8 11 -7 13 14 29 16 -2 27 24 -18 -15 -10 -11 -6 -9 -12 -5 -14 -27 -3 -4 -1 right_child=2 3 4 10 21 9 7 22 19 20 23 -13 25 18 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.00095274499374701073 0.0065962092599212777 0.001503107595978511 0.0016543233495117074 -0.0060564532217605742 0.00077268267525528139 0.0092878797781551312 -0.003297856466107035 -0.0042475074071358331 0.0041611405393225092 -0.0032376461419050917 -0.0059247664533163703 0.008321169805187394 0.0018719133129435647 -0.0060856139458391138 0.0036580090209353262 -0.0041143164891823411 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36025 180236 22273 5344 8722 39361 65702 2633 12720 30660 25257 9721 5955 2553 1749 1902 4890 3010 internal_value=0 -0.00296272 0.00426137 -0.00519182 1.45973e-05 -0.000145663 -0.000673366 -0.00198247 0.00594169 0.00338533 -0.00563559 0.00670134 0.00152154 -0.00587485 0.00585455 0.00150034 -0.00487388 -0.00320158 -0.00664997 0.00390087 0.00182259 -0.0038042 0.00108027 -0.00162354 -0.00571056 0.0023712 0.00605887 0.00325678 0.00139 -0.00200307 internal_weight=0 8236.65 5638.72 4598.18 1598.57 3638.47 3165.41 1982.81 4040.15 473.067 4312.22 2944.23 1182.6 4069.54 1933.47 285.952 1776.03 592.255 2293.51 1095.92 374.038 423.295 595.725 242.689 1183.77 952.894 113.63 217.813 1175.28 229.707 internal_count=911180 648349 262831 438287 100765 210062 188945 134522 162066 21117 424291 113007 54423 407954 77258 13996 162016 48083 245938 49059 17470 35067 30040 16337 113933 40327 4302 8652 65698 14096 is_linear=0 shrinkage=0.01 Tree=335 num_leaves=31 num_cat=0 split_feature=11 10 6 1 10 1 1 1 2 10 6 10 2 1 6 10 10 1 1 10 6 6 10 5 5 6 3 10 3 1 split_gain=14865.4 3.89493 0.84863 0.763248 0.509425 0.462612 0.286965 0.285435 0.256592 0.250379 0.204828 0.140964 0.125401 0.0788371 0.0775469 0.0655812 0.0654887 0.0640616 0.0613544 0.0565143 0.0535585 0.0527672 0.0482968 0.0445333 0.0381322 0.0359835 0.0358388 0.0334606 0.027839 0.0253259 threshold=1.0000000180025095e-35 3.3950000000000005 30.500000000000004 -32.499999999999993 6.1150000000000011 -390.49999999999994 -68.499999999999986 -371.49999999999994 0.055738304093567205 1.0000000180025095e-35 11.500000000000002 3.3950000000000005 0.7003401360544218 -34.499999999999993 9.5000000000000018 4.5150000000000006 5.5450000000000008 -1.0000000180025095e-35 -30.499999999999996 4.2650000000000006 17.500000000000004 1.5000000000000002 9.7700000000000014 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.2250000000000005 1.0000000180025095e-35 -69.499999999999986 decision_type=2 10 2 8 10 10 8 10 2 10 2 10 2 10 2 10 10 8 10 10 2 2 10 10 10 2 2 10 2 10 left_child=11 3 4 9 5 15 10 19 -7 14 25 17 21 -8 -2 -3 -9 -1 27 -4 -17 -10 -12 -18 -21 -6 -11 -5 -13 -23 right_child=1 2 7 18 6 8 13 16 12 26 22 28 -14 -15 -16 20 23 -19 -20 24 -22 29 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010189839202767821 0.010490144186044988 0.01056100473953733 0.01069100539644063 0.010337787146026073 0.010581326441928964 0.010847497471701278 0.010416012740749181 0.011659651323453256 0.011172540432501318 0.010728898744785538 0.011418938224687449 -0.010174600688341395 0.010909210836093933 0.011672700984804683 0.01082953481674219 0.0109193509246053 0.011302334714492514 -0.010369360704279993 0.010710326284047366 0.010953820347933737 0.010534265948786495 0.011477957705948331 0.012635215207871866 0.011899549970919018 0.011546348220373703 0.010967429498420738 0.010942369435599279 0.010404958288225043 -0.010104663009137718 0.011251301717924284 leaf_weight=685.15960774477571 423.01933388411999 240.11719187349081 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internal_weight=0 6742.95 2341.72 4401.24 1943.95 1418.47 525.48 397.766 997.52 891.437 152.954 7096.28 645.41 372.526 503.085 420.951 293.482 965.172 3509.8 104.284 180.834 512.633 44.9389 141.585 48.0899 108.015 388.352 3459.46 6131.1 201.056 internal_count=911180 169666 41554 128112 36547 23418 13129 5007 14393 18832 2622 741514 8533 10507 12228 9025 3225 62954 109280 1782 3314 6389 491 1688 688 2131 6604 108239 678560 2322 is_linear=0 shrinkage=0.01 Tree=336 num_leaves=31 num_cat=0 split_feature=10 48 10 10 10 10 3 3 0 3 5 10 5 3 48 0 10 3 48 29 10 10 3 48 0 10 10 10 10 5 split_gain=3951.1 310.939 186.025 154.174 179.755 132.262 100.898 80.585 65.9798 58.0231 63.9443 52.5554 49.9095 56.1405 46.819 44.578 44.0682 51.2841 37.9899 31.3412 26.2615 27.8535 35.6348 28.0341 25.1211 22.018 19.5091 17.8605 16.5834 20.0203 threshold=3.1750000000000003 1.0000000180025095e-35 3.8350000000000004 6.0750000000000011 9.7700000000000014 3.1750000000000003 1.0000000180025095e-35 0.98843892007484635 1.0000000180025095e-35 0.22271825396825398 1.5000000000000002 2.1250000000000004 2.5000000000000004 0.90501253132832093 1.0000000180025095e-35 1.0000000180025095e-35 8.0200000000000014 0.90045045045045058 1.0000000180025095e-35 1.0000000180025095e-35 4.995000000000001 4.9850000000000012 0.73935688405797106 1.0000000180025095e-35 1.0000000180025095e-35 4.5750000000000011 4.4750000000000005 2.7350000000000008 7.2000000000000011 1.5000000000000002 decision_type=10 2 10 10 10 8 2 2 2 2 10 10 10 2 2 2 10 2 2 2 10 10 2 2 2 10 10 10 10 10 left_child=1 11 14 6 9 27 15 8 20 28 -11 -1 13 -12 -2 -4 -14 -18 -6 -13 21 -8 -23 -24 -7 26 -10 -3 29 -5 right_child=2 5 3 4 18 24 7 -9 25 10 12 19 16 -15 -16 -17 17 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00959061075404255 0.002290111931249849 0.0016051872781127638 0.0013019953106893048 0.004317154599091968 0.0052912135588980835 0.0044291103221651583 -0.0057520018717905231 -0.00066938616262777128 -0.0019837936881299143 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464541 158860 6281 2710 22963 34604 7968 33770 9644 6094 is_linear=0 shrinkage=0.01 Tree=337 num_leaves=31 num_cat=0 split_feature=12 12 12 1 1 12 12 12 12 12 12 1 12 12 1 12 5 5 6 3 0 6 5 3 5 12 12 12 6 12 split_gain=8978.56 583.617 440.024 52.6314 49.4732 41.5749 40.1895 25.5481 25.4747 20.8459 8.26131 6.33747 5.87576 5.79506 4.81125 4.66113 3.96405 3.6398 3.6164 4.41916 3.55173 3.15517 3.04097 3.06534 3.00804 2.88431 2.87103 2.68131 2.49418 2.41776 threshold=0.036334333941340412 0.94052824378013633 0.00017857718921725002 -390.49999999999994 -390.49999999999994 0.99977076053619396 0.0019640936516224501 0.3781151175498963 9.0361113507242425e-06 0.3781151175498963 0.0089773964136838514 -348.49999999999994 0.99473056197166454 0.0089773964136838514 -8.4999999999999982 0.65440738201141369 1.5000000000000002 1.5000000000000002 1.5000000000000002 0.60535266738274263 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 0.87439320388349528 2.5000000000000004 0.00099748477805400022 8.8294510192099562e-07 6.4727209974080338e-05 1.5000000000000002 0.13270235061645502 decision_type=2 2 2 10 10 2 2 2 2 2 2 10 2 2 8 2 10 10 2 2 2 2 10 2 10 2 2 2 2 2 left_child=2 4 8 10 9 12 17 16 26 18 -4 -10 14 22 -3 -9 29 25 19 -2 21 -11 23 -8 -15 -5 -1 -13 -12 -6 right_child=1 5 3 6 7 -7 13 15 11 20 28 27 -14 24 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0099754980468129244 0.00023421200448919287 0.0079178222209697665 -0.0077130073841931105 -0.0044085848780645543 0.0023169490713125579 0.01025385876400749 -0.0016014569158609357 0.0044342152577511512 -0.0092276199479846919 0.0029716353821396019 -0.0029830230770359002 -0.0080178707929680609 0.0086717885845135848 0.00051190154262084652 0.0057698810818991274 0.0063486932401590384 0.0011540059509059157 -0.005557786485177795 -0.003325438294712837 -0.0040353637804696352 0.0040036171044663376 0.00016210773428161615 -0.0031855189502503112 0.0013929426397124277 -0.0026719338334524269 -0.0025515132290199866 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0.0275181 0.0266584 0.0154319 0.0147061 0.0142523 0.0130203 0.012875 0.012356 0.012122 0.0113582 0.0111455 threshold=1.0000000180025095e-35 0.068259380757808671 0.8784809708595277 0.00099748477805400022 0.18897357583045957 0.99894970655441295 6.4727209974080338e-05 0.0089773964136838514 0.3781151175498963 0.94052824378013633 0.0043998162727802515 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 4.5000000000000009 7.5000000000000009 2.5000000000000004 6.5000000000000009 4.5000000000000009 3.5000000000000004 0.29429808733309276 0.87439320388349528 1.5000000000000002 0.94146202170188464 0.26944684528954194 4.5000000000000009 1.5000000000000002 0.091229193341869366 0.00014260681928130004 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 10 2 2 left_child=4 3 8 6 10 19 15 11 14 26 29 -5 -8 21 25 -2 -7 -13 -10 -4 -14 -9 -19 -15 -23 -3 -6 -16 -11 -1 right_child=1 2 5 7 9 16 12 13 18 28 -12 17 20 23 27 -17 -18 22 -20 -21 -22 24 -24 -25 -26 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87.535015419125557 63.417235188186169 752.23201586119831 69.479875907301903 119.52535409107804 214.54389698803425 72.356948211789131 88.239942945539951 19.437984056770802 30.17419059202075 18.075181301683187 145.698057372123 128.46110657043755 29.925781920552254 101.93855182081461 821.54743963247165 leaf_count=618432 299 1221 12700 466 6063 115021 220 640 5411 540 36764 626 388 768 1028 369 19866 513 1707 4146 473 903 161 250 214 1973 5084 303 2059 72572 internal_value=0 0.0105996 0.0104439 0.0118263 -0.0101282 0.0103819 0.0123901 0.011519 0.0108575 -0.0104776 -0.0101026 0.0117248 0.0121768 0.0113599 0.0109986 0.012689 0.0103577 0.0118203 0.0107431 0.0105245 0.0122662 0.0112396 0.0119455 0.0115311 0.0113092 0.0109113 -0.0103915 0.0111656 -0.0106878 -0.010091 internal_weight=0 6604.68 5860.78 743.905 6947.6 5096.76 262.455 481.451 764.015 473.8 6473.8 209.945 153.159 271.506 342.136 109.296 4357.46 162.209 421.879 739.304 126.122 159.456 88.9179 112.049 106.315 224.675 336.129 117.461 137.671 5839.66 internal_count=911180 169666 163376 6290 741514 151733 1749 4541 11643 13746 727768 1766 1081 2775 4525 668 134887 1300 7118 16846 861 1757 674 1018 1117 3194 11147 1331 2599 691004 is_linear=0 shrinkage=0.01 Tree=339 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 10 10 12 12 12 12 12 12 2 2 10 2 2 12 10 10 48 10 10 10 10 10 48 split_gain=14397.2 12.2106 1.45672 1.24374 0.602156 0.314727 0.242829 0.21818 0.195768 0.155171 0.123242 0.0948921 0.0831046 0.0779784 0.0595756 0.0559228 0.0480375 0.040995 0.0391227 0.0383833 0.0335633 0.0333137 0.0293945 0.027591 0.0231778 0.0214364 0.0200167 0.0194243 0.0186299 0.0227841 threshold=1.0000000180025095e-35 0.068259380757808671 0.94052824378013633 0.00099748477805400022 0.18897357583045957 2.8850000000000002 3.1450000000000005 2.8250000000000006 3.2950000000000004 0.51461192965507518 0.0089773964136838514 5.9116524425917312e-05 0.94052824378013633 0.0043998162727802515 0.99894970655441295 0.045804195804195758 0.012270400481782552 2.6750000000000003 0.028778467908902653 0.028778467908902653 0.0070173616986721008 1.0000000180025095e-35 3.3950000000000005 1.0000000180025095e-35 2.6750000000000003 7.0450000000000008 2.8850000000000002 2.8850000000000002 3.5050000000000003 1.0000000180025095e-35 decision_type=2 2 2 2 2 10 10 10 10 2 2 2 2 2 2 2 2 10 2 2 2 10 10 2 10 10 8 8 10 2 left_child=4 3 7 6 13 20 21 -3 23 16 18 -8 17 -1 -10 -12 -9 -6 -7 -13 27 -2 -14 -4 -15 -16 -22 -5 -18 -30 right_child=1 2 8 5 12 10 11 9 14 -11 15 19 22 24 25 -17 28 -19 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.010090078949181023 0.011594682011890341 0.010552820186569603 0.010321711915980931 0.011507265127491222 -0.010657079664960606 0.011585533739474409 0.012785868835417649 0.010862776501430591 0.010590921222795011 0.010754502464848721 0.011211024896420252 0.011990140319157572 -0.010916406281949223 -0.010360551572595179 0.010464670155921575 0.011591374445874469 0.010951586826636562 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16783 33943 7978 569 315 458 1640 internal_value=0 0.0105933 0.0104393 0.0118051 -0.0101269 0.0115018 0.0123609 0.0108137 0.0103723 0.0109086 0.0116551 0.0125374 -0.0104727 -0.0101016 0.0104764 0.0114906 0.0110644 -0.0103875 0.011868 0.0123418 0.0110718 0.0118326 -0.0106806 0.0103341 -0.0102074 0.010437 0.0109418 0.0112776 0.0111385 0.0111809 internal_weight=0 6542.82 5805 737.823 6879.34 477.369 260.454 881.512 4923.49 646.434 351.923 195.238 469.305 6410.03 1322.05 198.547 321.424 332.912 153.376 109.237 125.446 65.2156 136.393 3601.44 627.957 984.069 76.8859 48.5599 235.004 191.544 internal_count=911180 169666 163376 6290 741514 4541 1749 14129 149247 9098 2999 1230 13746 727768 32266 1816 3872 11147 1183 721 1542 519 2599 116981 36764 25598 1037 505 2659 2098 is_linear=0 shrinkage=0.01 Tree=340 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 1 12 12 3 6 3 6 6 12 6 0 6 1 6 2 0 0 2 2 3 2 6 split_gain=14248.8 11.8177 1.41173 1.20025 0.584084 0.164877 0.155426 0.147128 0.114528 0.0805466 0.0756553 0.0607131 0.0540761 0.0531387 0.0523036 0.0452687 0.0412383 0.0356534 0.0296169 0.0288523 0.0268971 0.0252689 0.0162016 0.0160618 0.0159764 0.0156299 0.0155915 0.0145755 0.0137236 0.0125731 threshold=1.0000000180025095e-35 0.068259380757808671 0.94052824378013633 0.00099748477805400022 0.18897357583045957 0.51461192965507518 6.4727209974080338e-05 0.0089773964136838514 -32.499999999999993 0.94052824378013633 0.0043998162727802515 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 0.99894970655441295 5.5000000000000009 1.0000000180025095e-35 2.5000000000000004 -385.49999999999994 6.5000000000000009 0.034723896792862259 1.0000000180025095e-35 1.0000000180025095e-35 0.055738304093567205 0.71483516483516496 0.25108695652173912 0.12560679611650488 30.500000000000004 decision_type=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 2 left_child=4 3 5 6 10 12 15 11 16 -6 -1 -5 24 -8 23 20 -4 -10 -15 -13 -2 -7 -16 25 27 -9 -27 -3 -21 -18 right_child=1 2 8 7 9 21 13 14 17 -11 -12 19 -14 18 22 -17 29 -19 -20 28 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.010089176009692292 0.011844047246641716 0.010772917017672499 0.010541643986592266 0.011368937916916809 -0.010383509673904816 0.01062425722227734 0.011719088573059134 0.0110641995198506 0.010325207403200025 -0.010673401180937143 -0.010205313546771674 0.011629992262815161 0.011100639897363707 0.012287066069977842 0.011214935482666335 0.012796503691809867 0.01040257974687081 0.010406914325739402 0.011895274336367053 0.011663332184372236 0.01249190739713925 0.0107935849336998 0.011548825509198939 0.011085176455179891 0.01076689360154459 0.011432283147882695 0.011050599590150936 0.010978009434881308 0.011966412633172038 0.010530630806969494 leaf_weight=5725.0532918241806 7.731198124587535 47.525428418070078 357.03189108520746 46.915309354662895 329.72501963656396 324.2186934761703 26.588074386119843 22.774966012686491 2968.2926828730851 135.12568774819374 621.83567958697677 72.069760832935572 146.88788645714521 100.28386107087135 17.226462319493294 62.517674274742603 815.10558563657105 651.21893772482872 23.890831187367439 19.116800978779793 37.451090693473816 121.0304548740387 92.941113915294409 60.837536565959454 105.85409226641059 60.031290035694838 13.024368107318876 127.92207261547446 68.380379311740398 84.641163647174835 leaf_count=691004 61 763 7596 466 11147 6307 220 270 99141 2599 36764 626 1748 677 181 369 22708 18015 184 161 238 1882 837 734 1717 586 167 1712 513 1787 internal_value=0 0.0105871 0.0104348 0.011784 -0.0101256 0.010805 0.0123321 0.0114848 0.0103685 -0.0104678 -0.0101006 0.0116852 0.0109451 0.0121248 0.0113297 0.0126222 0.0104507 0.0103399 0.0122117 0.0117782 0.0123811 0.0106703 0.0114966 0.0112123 0.0108639 0.0112929 0.0113642 0.0109225 0.0119002 0.0104146 internal_weight=0 6481.51 5749.73 731.781 6811.74 873.439 258.463 473.318 4876.29 464.851 6346.89 206.482 428.189 150.763 266.836 107.7 1256.78 3619.51 124.175 159.567 45.1823 445.249 110.168 156.668 281.302 95.8306 73.0557 175.448 87.4972 899.747 internal_count=911180 169666 163376 6290 741514 14129 1749 4541 149247 13746 727768 1766 5940 1081 2775 668 32091 117156 861 1300 299 8189 1018 1757 4192 1023 753 2475 674 24495 is_linear=0 shrinkage=0.01 Tree=341 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 1 12 12 3 3 12 3 3 1 3 1 12 12 1 1 3 3 3 12 3 3 1 split_gain=14101.9 11.4388 1.36836 1.15827 0.566638 0.159682 0.14973 0.142163 0.111026 0.0780769 0.0734104 0.0586394 0.0512593 0.0399686 0.0382594 0.0352531 0.0280313 0.0249708 0.0226202 0.0212312 0.0200929 0.0185905 0.0181341 0.0166987 0.0166001 0.0164103 0.0151017 0.0135159 0.0114525 0.0114238 threshold=1.0000000180025095e-35 0.068259380757808671 0.94052824378013633 0.00099748477805400022 0.18897357583045957 0.51461192965507518 6.4727209974080338e-05 0.0089773964136838514 -32.499999999999993 0.94052824378013633 0.0043998162727802515 1.0000000180025095e-35 1.0000000180025095e-35 0.99894970655441295 1.0000000180025095e-35 1.0000000180025095e-35 -7.4999999999999991 0.96446608946608958 -85.499999999999986 0.99894970655441295 0.18897357583045957 -90.499999999999986 -93.499999999999986 0.50155279503105599 1.0000000180025095e-35 1.0000000180025095e-35 7.962387371662773e-06 0.50952467343976793 0.53873431533006011 -85.499999999999986 decision_type=2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 2 8 2 8 2 2 8 8 2 2 2 2 2 2 10 left_child=4 3 5 6 10 15 16 11 13 -6 -1 -5 -8 -4 -9 -3 24 22 -13 -10 -17 -14 -16 -21 -2 -7 -26 -18 -24 -20 right_child=1 2 8 7 9 25 12 14 19 -11 -12 18 21 -15 17 20 27 -19 29 23 -22 -23 28 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.010088282190900256 0.012261407013609232 0.010766284306503528 0.010535985012330088 0.011353652112830959 -0.010379604151434699 0.010559651366344248 0.011699266544435252 0.01107286601025689 0.010426713780634844 -0.010666365111148214 -0.010203246164416518 0.011934023591080698 0.012383471337089825 0.01041034205595805 0.01157591925505338 0.011075933782723884 0.011875518950639041 0.011106416160723111 0.01141013660482172 0.010314633431147378 0.010917512015698256 0.012109017453261137 0.011255861240323987 0.010362675122671519 0.012845153320947923 0.010699155487261828 0.012575166245282004 0.01251649022515844 0.011443843744991212 0.011716083444062993 leaf_weight=5668.5877381358296 9.8105189055204374 95.897489193826914 353.66827021539211 46.510715793818235 326.56641629338264 113.55422306805849 26.367894813418388 52.395982265472412 242.7740102224052 133.86897122301161 615.77242923248559 49.78305035084486 34.140994504094124 891.15883367322385 52.221895709633827 138.28875833377242 7.4030586853623372 29.831980619579554 14.015300516039131 2282.6788579262793 190.13450996205211 89.065335154533386 61.257821425795555 1059.247212683782 37.545862764120102 327.55427485331893 46.223665118217468 5.9209405109286308 68.8170086145401 94.456383369863033 leaf_count=691004 66 1532 7596 466 11147 2381 220 635 6764 2599 36764 374 222 24495 452 1712 58 342 143 78261 2696 639 683 32131 219 5808 287 38 663 783 internal_value=0 0.010581 0.0104303 0.0117633 -0.0101244 0.0107965 0.0123037 0.011468 0.0103647 -0.010463 -0.0100995 0.0116658 0.0120994 0.010446 0.0113148 0.010935 0.0125895 0.0113746 0.0117575 0.0103364 0.0109842 0.0121851 0.0114185 0.0103299 0.0126506 0.0106632 0.0126962 0.0121604 0.0113553 0.0116766 internal_weight=0 6420.72 5694.96 725.768 6744.8 865.429 256.478 469.29 4829.53 460.435 6284.36 204.765 149.574 1244.83 264.525 424.321 106.904 212.129 158.255 3584.7 328.423 123.206 182.297 3341.93 93.58 441.108 83.7695 13.324 130.075 108.472 internal_count=911180 169666 163376 6290 741514 14129 1749 4541 149247 13746 727768 1766 1081 32091 2775 5940 668 2140 1300 117156 4408 861 1798 110392 572 8189 506 96 1346 926 is_linear=0 shrinkage=0.01 Tree=342 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 10 10 12 12 12 12 12 12 10 3 1 12 10 10 3 1 10 3 3 1 10 3 3 split_gain=13956.7 11.0724 1.32637 1.11782 0.549716 0.285129 0.218526 0.198637 0.178599 0.140847 0.111077 0.0847136 0.0756839 0.0712322 0.0542736 0.0374223 0.0320553 0.0303811 0.0303433 0.030067 0.0267792 0.0257978 0.0253094 0.0420909 0.0247002 0.0347842 0.0241238 0.0328802 0.0227946 0.0242554 threshold=1.0000000180025095e-35 0.068259380757808671 0.94052824378013633 0.00099748477805400022 0.18897357583045957 2.8850000000000002 3.1450000000000005 2.8250000000000006 3.2950000000000004 0.51461192965507518 0.0089773964136838514 5.9116524425917312e-05 0.94052824378013633 0.0043998162727802515 0.99894970655441295 2.6750000000000003 1.0000000180025095e-35 -32.499999999999993 0.0070173616986721008 1.0000000180025095e-35 3.3950000000000005 1.0000000180025095e-35 -371.49999999999994 3.6350000000000002 1.0000000180025095e-35 0.96352549889135264 -367.49999999999994 3.8350000000000004 1.0000000180025095e-35 0.96999699969997011 decision_type=2 2 2 2 2 10 10 10 10 2 2 2 2 2 2 10 2 8 2 10 10 2 10 10 2 2 10 10 2 2 left_child=4 3 7 6 13 18 19 -3 17 16 28 -8 15 -1 -10 -6 -9 -4 -5 -2 -14 -13 23 -18 -12 -26 27 -11 -7 -30 right_child=1 2 8 5 12 10 11 9 14 26 24 21 20 -15 -16 -17 22 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.010087397395648201 0.011538902581722464 0.010535430427759167 0.010397089671947331 0.011234596579766665 -0.010636877106396752 0.011540190370862353 0.012682115613242053 0.010836098403495869 0.010572623078668108 0.010665966650515538 0.011196620453462189 0.011869947159837082 -0.01088752511811082 -0.010201199836817037 0.010423653230243288 -0.010331432464684962 0.010922171127117089 0.010312027179248099 0.010910923355514062 0.011974375159223716 -0.01057089118846714 0.01232012748998336 0.011041200713057633 0.011619850324710006 0.011556560710350511 0.011149317175033707 0.010692228666853341 0.011170690363188834 0.01191629979026205 0.011501337562882534 leaf_weight=5612.6741439360194 30.134285032749176 228.4047079756856 487.93997159041464 47.275447189807892 46.916774589568377 26.937754459679127 84.150968804955482 66.936792090535164 328.59960242919624 24.823913838714361 34.111383993178606 14.773993283510206 37.074733998626471 609.76707126200199 956.30033412948251 276.52007899805903 14.809577148407696 3010.3546310830861 74.773233894258738 33.459945149719715 95.548312025144696 91.982695549726486 210.41505232825875 20.781287886202335 134.59945247322321 24.845024861395359 264.42769506946206 26.886621080338955 106.51348842680454 16.232840344309807 leaf_count=691004 270 5031 13576 505 877 237 509 964 6668 446 365 113 517 36764 25598 10270 198 103405 1037 249 2082 608 2532 178 1179 272 4481 299 801 145 internal_value=0 0.0105749 0.0104259 0.0117429 -0.0101231 0.0114514 0.0122757 0.010788 0.0103609 0.0108797 0.011599 0.0124449 -0.0104582 -0.0100985 0.0104618 -0.0103757 0.0110301 0.0103239 0.0110363 0.011768 -0.0106594 0.0122578 0.0110829 0.0113295 0.0114409 0.0114931 0.0107309 0.0109284 0.0118036 0.0118614 internal_weight=0 6360.47 5640.68 719.791 6678.5 465.289 254.502 857.486 4783.19 629.081 343.24 190.908 456.06 6222.44 1284.9 323.437 312.943 3498.29 122.049 63.5942 132.623 106.757 246.006 35.5909 193.556 159.444 316.138 51.7105 149.684 122.746 internal_count=911180 169666 163376 6290 741514 4541 1749 14129 149247 9098 2999 1230 13746 727768 32266 11147 3872 116981 1542 519 2599 721 2908 376 1816 1451 5226 745 1183 946 is_linear=0 shrinkage=0.01 Tree=343 num_leaves=31 num_cat=0 split_feature=10 1 6 10 1 10 1 10 10 6 10 1 1 1 5 1 1 5 10 5 1 0 10 1 10 10 10 10 6 6 split_gain=3651.18 370.262 273.578 118.098 187.501 139.199 102.147 93.9417 64.6095 46.666 46.5431 41.4398 35.8106 33.1065 26.706 27.215 24.6248 22.4801 21.8301 37.8316 43.2789 19.4359 19.2142 37.2644 34.1375 24.2187 19.7077 18.1996 17.7752 17.1493 threshold=3.1750000000000003 -32.499999999999993 30.500000000000004 6.1150000000000011 -70.499999999999986 3.8350000000000004 -11.499999999999998 3.1750000000000003 4.2350000000000012 1.5000000000000002 2.1250000000000004 -361.49999999999994 -239.49999999999997 -1.0000000180025095e-35 1.5000000000000002 -60.499999999999993 -3.4999999999999996 1.5000000000000002 5.9350000000000014 2.5000000000000004 -17.499999999999996 1.0000000180025095e-35 4.5750000000000011 -371.49999999999994 4.9450000000000012 5.3350000000000009 5.3450000000000006 2.7350000000000008 1.0000000180025095e-35 15.500000000000002 decision_type=10 8 2 10 8 10 10 8 10 2 10 10 10 8 10 8 8 10 10 10 8 2 10 10 10 10 10 10 2 2 left_child=1 7 3 5 12 11 14 27 13 22 -3 -2 29 -4 15 -6 -12 -11 -10 20 -20 -9 -7 24 -24 -25 -27 -1 -14 -5 right_child=2 10 8 4 6 9 -8 21 18 17 16 -13 28 -15 -16 -17 -18 -19 19 -21 -22 -23 23 25 -26 26 -28 -29 -30 -31 leaf_value=0.0014925635946073544 0.0033844820862409526 0.0096076344135796517 -0.0051037202008192015 0.0031742146112189542 0.0070072765433030794 -0.0013787268606991268 -0.0092617290794750669 0.0038669613653422299 -0.0079373341093636526 -0.0044808049212271351 -0.00071835857271789372 -0.0015693592912339929 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30.730573383159935 leaf_count=14863 12735 79455 20878 3703 2036 29140 6422 13297 200092 101510 1990 22706 6226 6899 10840 2790 36322 71714 23117 32158 13804 6972 9647 73754 28680 1225 23177 20097 31760 3171 internal_value=0 0.00706764 -0.00401204 -0.00278308 0.000407753 -0.00343504 0.00487304 0.00242528 -0.00670433 -0.00413933 0.00878462 0.000757816 -0.00395201 -0.00272972 0.00639184 0.00234812 0.00711692 -0.00534092 -0.00733161 -0.00572138 -0.00378972 0.00531826 -0.00317705 -0.0036538 -0.00603227 -0.00276939 -0.000600769 -0.000163855 -0.00547254 0.000880731 internal_weight=0 4645.2 8268.41 5676.99 963.144 4713.85 475.814 1254.18 2591.41 4035.92 3391.03 677.929 487.33 353.236 429.647 118.338 1120.51 1794.78 2238.18 611.798 381.559 592.331 2241.14 1771.51 480.168 1291.34 368.156 661.845 370.698 116.633 internal_count=911180 172996 738184 441236 66948 374288 22088 55229 296948 338847 117767 35441 44860 27777 15666 4826 38312 173224 269171 69079 36921 20269 165623 136483 38327 98156 24402 34960 37986 6874 is_linear=0 shrinkage=0.01 Tree=344 num_leaves=31 num_cat=0 split_feature=11 10 6 48 10 10 48 10 3 48 10 10 3 10 48 29 6 10 10 6 29 6 5 48 5 5 5 10 10 10 split_gain=13756.3 3.40248 0.73396 0.538729 0.435635 0.279566 0.236343 0.195692 0.153951 0.149193 0.138258 0.125661 0.113814 0.0824825 0.0775278 0.0716269 0.0659987 0.0613732 0.0599408 0.0600913 0.0495777 0.046014 0.0392412 0.0373002 0.0367626 0.0339516 0.0337595 0.0377721 0.0319278 0.0306496 threshold=1.0000000180025095e-35 3.3950000000000005 30.500000000000004 1.0000000180025095e-35 6.1150000000000011 3.3950000000000005 1.0000000180025095e-35 8.8850000000000016 0.22271825396825398 1.0000000180025095e-35 4.995000000000001 3.3950000000000005 0.94469928644240586 4.3350000000000009 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 5.5450000000000008 6.9850000000000012 5.5000000000000009 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 5.5000000000000009 9.7700000000000014 2.5750000000000006 5.245000000000001 decision_type=2 10 2 2 10 8 2 10 2 2 10 10 2 10 2 2 2 10 10 2 2 2 10 2 10 10 10 10 10 10 left_child=11 3 4 15 6 28 10 18 29 13 20 23 21 -4 -9 -2 -7 -11 19 -6 -3 -10 -20 -1 -19 -21 27 -16 -5 -8 right_child=1 2 9 5 7 16 8 14 12 17 -12 -13 -14 -15 26 -17 -18 24 22 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010315413759840866 0.010330029643223384 0.010604482622822153 0.01073025378523486 0.010701223810548379 0.010529514101056642 0.010420067094601028 0.010888598754143402 0.010525725087389906 0.011087417669355564 0.011575323515357219 0.011011401726457471 -0.010104333011369808 0.010812203504888604 0.011247305548575857 0.011384689105293715 0.010761711189456539 0.010760877942261613 0.011208605401432434 0.010730523146733457 0.010883144245992625 0.011012239119464846 0.011296381651109372 0.010358396657613057 -0.010182428231545373 0.011789380579721849 0.011838651978341113 0.010714539823508559 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0.0153364 threshold=1.0000000180025095e-35 0.068259380757808671 0.94052824378013633 0.00099748477805400022 0.18897357583045957 0.51461192965507518 4.1274226532550535e-05 0.0089773964136838514 -32.499999999999993 0.94052824378013633 0.0043998162727802515 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.99894970655441295 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.25108695652173912 1.0000000180025095e-35 0.96446608946608958 0.99894970655441295 0.96999699969997011 -390.49999999999994 1.0000000180025095e-35 0.98089094449853953 0.18897357583045957 0.50155279503105599 0.00022280584380490002 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 10 2 2 2 2 2 left_child=4 3 5 6 10 15 17 11 14 -6 -1 -5 -8 20 -4 19 29 25 23 -3 -9 -22 -10 24 -13 -2 27 -21 -24 -14 right_child=1 2 8 7 9 -7 12 13 22 -11 -12 18 16 -15 -16 -17 -18 -19 -20 26 21 -23 28 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010085387218157438 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149247 13746 727768 1766 1176 2775 32091 5940 947 573 1300 4057 1950 1675 117156 1021 882 445 3048 2565 110392 746 is_linear=0 shrinkage=0.01 Tree=346 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 6 3 6 6 6 6 0 48 6 2 6 12 2 0 0 2 2 3 2 split_gain=13474.7 10.17 1.2258 1.02073 0.505132 0.141879 0.132154 0.125198 0.0991575 0.0694668 0.0654574 0.0528108 0.0519683 0.0473671 0.0458826 0.0358808 0.0350226 0.0305139 0.024035 0.0221528 0.0207025 0.0185236 0.014783 0.0139886 0.0139194 0.0138995 0.0134164 0.0134034 0.0125326 0.012471 threshold=1.0000000180025095e-35 0.068259380757808671 0.94052824378013633 0.00099748477805400022 0.18897357583045957 0.51461192965507518 4.1274226532550535e-05 0.0089773964136838514 0.99894970655441295 0.94052824378013633 0.0043998162727802515 2.5000000000000004 1.0000000180025095e-35 4.5000000000000009 3.5000000000000004 7.5000000000000009 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 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0.0114078 0.0103484 -0.0104454 -0.0100954 0.0115964 0.0120309 0.0108978 0.0112615 0.010331 0.0125102 0.012112 0.0103174 0.0106369 0.0114449 0.0104716 0.0121855 0.0114209 0.0111489 0.0108199 0.0112256 0.0112931 0.0108758 0.0117722 internal_weight=0 6156.8 5453.76 703.041 6456.53 834.057 249.114 453.927 4619.7 442.736 6013.79 198.257 158.966 409.313 255.67 4046.81 90.1484 132.382 3346.24 424.744 106.506 572.895 107.228 105.832 149.837 268.543 91.7413 69.9529 167.653 91.7515 internal_count=911180 169666 163376 6290 741514 14129 1749 4541 149247 13746 727768 1766 1176 5940 2775 134887 573 947 115021 8189 1021 14360 746 1018 1757 4192 1023 753 2475 745 is_linear=0 shrinkage=0.01 Tree=347 num_leaves=31 num_cat=0 split_feature=6 48 3 48 3 29 3 3 0 19 29 3 3 4 3 3 0 19 29 6 19 3 4 4 3 6 3 6 6 3 split_gain=1278.24 500.807 161.57 153.788 84.6299 73.3439 52.0856 66.765 69.7053 51.4059 48.3722 44.3276 40.796 33.776 33.3281 27.8737 24.8144 23.502 24.9285 22.9751 20.5496 17.5716 17.4573 17.1129 16.5685 16.6595 16.6836 16.1477 14.7427 14.525 threshold=3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.51530771633864425 1.0000000180025095e-35 0.90501253132832093 0.29429808733309276 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.49341991341991348 0.90943267259056748 20.500000000000004 0.33477011494252878 0.97156334231805941 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 33.500000000000007 1.0000000180025095e-35 0.99938118811881205 24.500000000000004 21.500000000000004 0.74213338610726309 24.500000000000004 0.78956442831215978 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 8 10 2 2 2 2 2 2 left_child=1 4 -2 5 10 9 7 13 -9 16 11 14 -8 -3 20 19 24 18 -6 -5 27 -20 -14 -10 -4 26 -26 -1 -15 -29 right_child=2 6 3 15 17 -7 12 8 23 -11 -12 -13 22 28 -16 -17 -18 -19 21 -21 -22 -23 -24 -25 25 -27 -28 29 -30 -31 leaf_value=0.0064608400102235935 0.0032880940045004283 -0.0022493180835924903 -0.0015319858227108955 -0.0046397197789470428 0.0035811158338384069 -0.0068354911329391848 0.0092206341906993766 -0.0033742243386287842 -0.0043498408062154015 -0.0061842668430575941 -0.00088206731382138809 0.0081560416175367988 -0.0035117968932445055 0.0025459797500654176 0.002065764148221079 -0.001744421496493504 0.0037676490111509908 -0.0042649444642031999 -0.0050031787215880606 -0.0064252847349460587 -0.00029762913952523131 0.0051938039684011781 0.0026105266502563134 0.0017429930434093716 0.0061473690769995462 -0.0012573957605941128 -7.7179191153904718e-05 0.0050774176930357589 -0.0011511661095594313 -0.003515579997633256 leaf_weight=1412.3479481460527 315.08675061957911 229.20249746507034 1065.7395967091434 1224.0843934919685 951.23098128754646 260.58673199871555 87.67766258912161 1107.8158640577458 51.35700806370005 180.64002325199544 95.589306887704879 908.91716215806082 56.764219947624952 792.05659759929404 250.91471141949296 190.42000722698867 122.80446382472292 44.945987018756568 59.807508162222803 1752.0654792222194 50.219430338591337 23.555081804282963 259.43839418515563 450.19495673011988 90.389510449487716 165.62742136279121 82.23608961282298 54.602276164107025 124.85790511546656 30.748313794378191 leaf_count=60388 14415 16538 83359 124051 47970 30359 3656 93681 4570 21059 6229 36336 4846 36480 13831 14471 6099 3847 5667 208684 3033 907 11818 23082 4393 12879 5330 2377 8663 2162 internal_value=0 0.00278763 -0.00366267 -0.00408921 0.00519311 -0.00189394 -0.00016873 -0.000660301 -0.0019739 -0.00113977 0.00610926 0.00635607 0.00318503 0.00118424 0.00544658 -0.00545357 -0.000542942 0.00281406 0.00312159 -0.00569089 0.0059946 -0.0021219 0.00151146 0.00111911 -0.000919981 0.00100827 0.00318209 0.00620558 0.00204253 0.00198171 internal_weight=0 7042.24 5449.68 5134.59 3882.88 1968.02 3159.37 2755.48 1609.37 1707.44 2803.34 2707.75 403.88 1146.12 1798.83 3166.57 1526.8 1079.54 1034.59 2976.15 1547.92 83.3626 316.203 501.552 1403.99 338.253 172.626 1497.7 916.915 85.3506 internal_count=911180 386081 525099 510684 182747 163478 203334 183014 121333 133119 124356 118127 20320 61681 81791 347206 112060 58391 54544 332735 67960 6574 16664 27652 105961 22602 9723 64927 45143 4539 is_linear=0 shrinkage=0.01 Tree=348 num_leaves=31 num_cat=0 split_feature=11 10 1 1 1 2 10 10 3 10 3 10 0 5 1 10 2 1 1 3 5 10 10 5 10 5 0 10 2 2 split_gain=13306.1 3.13436 0.599781 0.529366 0.503285 0.278863 0.197543 0.168732 0.139548 0.116024 0.106613 0.0894291 0.0753268 0.0602216 0.0533143 0.04887 0.0483728 0.0478369 0.0472217 0.0283557 0.0276384 0.0261282 0.025953 0.0247852 0.0274303 0.0460561 0.024461 0.0295297 0.0225008 0.0224044 threshold=1.0000000180025095e-35 3.3950000000000005 -32.499999999999993 -65.499999999999986 -60.499999999999993 1.0000000180025095e-35 1.0000000180025095e-35 6.0550000000000006 0.23123827392120072 3.3950000000000005 0.38119783996072654 4.495000000000001 1.0000000180025095e-35 15.500000000000002 -1.0000000180025095e-35 6.0550000000000006 1.0000000180025095e-35 -30.499999999999996 -65.499999999999986 1.0000000180025095e-35 1.5000000000000002 9.7700000000000014 2.2250000000000005 3.5000000000000004 6.0550000000000006 1.5000000000000002 1.0000000180025095e-35 5.6750000000000007 0.27608892921960076 0.17416582406471184 decision_type=2 10 8 8 10 2 10 10 2 10 2 10 2 10 8 10 2 10 10 2 10 10 10 8 10 10 2 10 2 2 left_child=9 2 6 5 7 -3 -2 11 -7 14 15 18 23 -9 -1 -6 -12 22 -5 -8 28 26 -4 24 -10 -26 27 -18 29 -13 right_child=1 3 17 4 10 8 19 13 12 -11 16 20 -14 -15 -16 -17 21 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.010174475395315437 0.010489266867035239 0.010743154966692177 0.010297961831009124 0.01053968077157966 0.010899887286275632 0.010778256542422149 0.010661096731117052 0.010382983888689941 0.01126931459052545 -0.010101153221173092 0.010842248444182592 0.010854285875062666 0.010894151515569916 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1753 2098 9484 4290 678560 723 594 1206 12 12064 860 1504 1041 261 4506 1111 13 30985 440 1377 655 548 584 1541 1265 internal_value=0 0.010553 0.0103852 0.01086 0.0107243 0.0110414 0.0106277 0.0105836 0.011143 -0.0101183 0.0110151 0.0106903 0.0111987 0.0103929 -0.0102246 0.0108106 0.011145 0.0103223 0.0105723 0.0108039 0.0108328 0.0112102 0.0103176 0.0112402 0.0112211 0.0111041 0.0111992 0.0112514 0.0107657 0.010651 internal_weight=0 6084.63 3934.14 2150.48 1230.14 920.346 810.043 829.006 686.463 6378.27 401.131 531.525 595.462 297.481 883.966 155.907 245.224 3124.1 290.729 356.379 240.796 201.805 3078.44 523.999 486.3 141.934 199.943 163.542 172.944 85.9977 internal_count=911180 169666 128112 41554 27356 14198 18832 21127 9721 741514 6229 11631 7968 9496 62954 2857 3372 109280 7120 6604 4511 2649 108239 6762 6322 2032 2636 2088 3400 1859 is_linear=0 shrinkage=0.01 Tree=349 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 10 10 12 12 12 12 12 12 2 2 10 2 2 1 10 12 10 1 10 10 1 10 10 split_gain=13169.4 9.63389 1.1605 0.966085 0.478009 0.252777 0.195848 0.17606 0.160727 0.122317 0.0961384 0.0732403 0.0658751 0.0618266 0.048092 0.04521 0.0389913 0.0337666 0.0318899 0.0316119 0.0277941 0.0262665 0.0257992 0.0244061 0.0201771 0.0288849 0.0189872 0.0177079 0.0173692 0.0156982 threshold=1.0000000180025095e-35 0.068259380757808671 0.94052824378013633 0.00099748477805400022 0.18897357583045957 2.8850000000000002 3.1450000000000005 2.8250000000000006 3.2950000000000004 0.51461192965507518 0.0089773964136838514 5.9116524425917312e-05 0.94052824378013633 0.0043998162727802515 0.99894970655441295 0.034723896792862259 0.012270400481782552 2.6750000000000003 0.028778467908902653 0.028778467908902653 -32.499999999999993 1.0000000180025095e-35 0.0070173616986721008 3.3950000000000005 -367.49999999999994 3.8350000000000004 2.6750000000000003 -351.49999999999994 7.0450000000000008 2.8850000000000002 decision_type=2 2 2 2 2 10 10 10 10 2 2 2 2 2 2 2 2 10 2 2 8 10 2 10 10 10 10 10 10 8 left_child=4 3 7 6 13 22 21 -3 20 16 18 -8 17 -1 -10 -12 -9 -6 -7 -13 -4 -2 -5 -14 25 -11 -15 -23 -16 -24 right_child=1 2 8 5 12 10 11 9 14 24 15 19 23 26 28 -17 -18 -19 -20 -21 -22 27 29 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010082729146990066 0.011449567763134197 0.010504845315252531 0.010376052892325594 0.011165874809190715 -0.01061086922147322 0.011451055381882243 0.012546783697921069 0.010792063590833593 0.01054521421411447 0.010627313994173422 0.01110719601061148 0.011816306832182509 -0.010850693491291401 -0.01033510006537707 0.010427417310423742 0.011463028259954686 0.011049498367137913 -0.01031477010068064 0.011798629708008226 0.012238790534027422 0.010292497745008081 0.011410695938570777 0.011001651360153145 -0.010542154518859655 0.010659639381473986 0.011111990430709854 -0.010168717335900577 0.011986657748902101 0.010327430461819736 0.0107040145927716 leaf_weight=5302.1166447466239 28.775857791304588 216.02251720055938 463.26150297187269 45.095612518489361 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6315.53 446.651 245.734 818.695 4516.18 602.673 330.506 184.82 434.503 5881.02 1222 186.199 300.166 307.842 144.307 103.241 3294.17 60.9141 116.145 126.661 302.507 49.2884 578.908 32.1383 908.021 71.0498 internal_count=911180 169666 163376 6290 741514 4541 1749 14129 149247 9098 2999 1230 13746 727768 32266 1816 3872 11147 1183 721 116981 519 1542 2599 5226 745 36764 249 25598 1037 is_linear=0 shrinkage=0.01 Tree=350 num_leaves=31 num_cat=0 split_feature=11 10 6 1 10 1 1 1 2 10 6 10 2 1 6 10 1 10 1 10 6 6 10 5 5 6 3 10 3 1 split_gain=13034 2.94686 0.642945 0.564433 0.371577 0.33977 0.216692 0.21185 0.194833 0.185659 0.153623 0.109286 0.0937366 0.0589927 0.0563656 0.0506985 0.0502131 0.0495039 0.0450167 0.0436395 0.0412309 0.0401913 0.0370174 0.0347379 0.0284289 0.0269693 0.0266695 0.0244264 0.0210769 0.0188512 threshold=1.0000000180025095e-35 3.3950000000000005 30.500000000000004 -32.499999999999993 6.1150000000000011 -390.49999999999994 -68.499999999999986 -371.49999999999994 0.055738304093567205 1.0000000180025095e-35 11.500000000000002 3.3950000000000005 0.7003401360544218 -34.499999999999993 9.5000000000000018 5.5450000000000008 -1.0000000180025095e-35 4.5150000000000006 -30.499999999999996 4.2650000000000006 1.5000000000000002 17.500000000000004 9.1600000000000019 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.2250000000000005 1.0000000180025095e-35 -69.499999999999986 decision_type=2 10 2 8 10 10 8 10 2 10 2 10 2 10 2 10 8 10 10 10 2 2 8 10 10 2 2 10 2 10 left_child=11 3 4 9 5 17 10 19 -7 14 25 16 20 -8 -2 -9 -1 -3 27 -4 -10 -19 -12 -17 -21 -6 -11 -5 -13 -22 right_child=1 2 7 18 6 8 13 15 12 26 22 28 -14 -15 -16 23 -18 21 -20 24 29 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010171000784556957 0.010429972289239626 0.010497541852908821 0.010615486582480163 0.010291892442931262 0.010515106097367435 0.010755560710615982 0.010364310231766862 0.011498721612204639 0.011051197137815395 0.010647384428778873 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79.290829867124557 leaf_count=50890 10787 5711 1094 77254 1557 5860 10453 1537 4067 2098 464 52047 2144 54 1441 1563 12064 2198 1041 500 1244 1116 27 125 188 574 4506 30985 626513 1078 internal_value=0 0.0105417 0.010842 0.0103774 0.0107624 0.0108503 0.0105204 0.0112244 0.0109552 0.0106148 0.0108527 -0.0101159 0.011063 0.0103804 0.0104793 0.011367 -0.0102201 0.0105977 0.0103158 0.0108162 0.0111269 0.0107291 0.0113635 0.0112243 0.0110469 0.0106349 0.0107872 0.0103111 -0.0100991 0.0112432 internal_weight=0 5970.51 2111.39 3859.12 1747.39 1281.78 465.604 364.004 905.612 794.966 138.062 6253.41 588.17 327.543 445.094 269.768 866.872 376.173 3064.15 94.2357 468.226 162.654 41.2735 129.541 43.8402 96.788 349.871 3019.34 5386.54 184.492 internal_count=911180 169666 41554 128112 36547 23418 13129 5007 14393 18832 2622 741514 8533 10507 12228 3225 62954 9025 109280 1782 6389 3314 491 1688 688 2131 6604 108239 678560 2322 is_linear=0 shrinkage=0.01 Tree=351 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 12 48 12 48 48 48 12 12 48 12 6 12 5 48 5 5 12 5 12 12 5 3 6 3 39 split_gain=7822.98 519.709 400.089 39.2316 38.2973 37.5718 24.7118 23.9606 20.5117 12.1234 11.9166 6.42773 5.2753 4.48835 4.05228 3.99388 3.60347 3.27931 3.19421 3.12779 2.96341 2.74373 2.7387 2.70838 2.65937 2.52981 2.43559 2.21933 1.89154 1.88236 threshold=0.036334333941340412 0.94052824378013633 0.00017857718921725002 0.0013712961226701001 0.99977076053619396 0.3781151175498963 1.0000000180025095e-35 9.0361113507242425e-06 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.0070173616986721008 0.99473056197166454 1.0000000180025095e-35 0.011652591172605703 1.5000000000000002 0.65440738201141369 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 8.8294510192099562e-07 1.5000000000000002 6.4727209974080338e-05 0.78322452306747448 1.5000000000000002 0.51530771633864425 3.5000000000000004 0.50952467343976793 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 10 10 2 10 2 2 10 2 2 2 2 left_child=2 5 7 9 12 8 14 21 15 -4 16 25 18 -9 28 26 -7 24 -3 -13 -11 -1 -10 -15 -12 -8 -2 -18 -5 -28 right_child=1 4 3 6 -6 10 11 13 22 20 17 19 -14 23 -16 -17 27 -19 -20 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=-0.0099606334313826241 0.001129759349810241 0.0060362522805335536 -0.0075587511290200462 -0.0045296101234527202 0.01020610695537749 0.0014066438974141963 -0.0013493864034206315 -0.00889663250581273 0.003058709158097527 -0.0038423594345314859 0.0051831090371301158 0.00049061637793969173 0.0085887081834486109 -0.0079791709001523683 -0.0029959702488656413 -0.0021778083408051652 0.0045474369727474383 0.0030490491152050415 0.0078366073779384954 -0.0028046333795171637 -0.0056749029452847731 -0.0093651672317453995 0.0013172967636144873 -0.0065829939009975141 0.0069031114081096832 -0.0033174201596330301 -0.0019256628311101788 0.0021092621370290311 -0.0066286357128769562 0.0088996346645007947 leaf_weight=2524.487769942265 99.80985523480922 179.77082416974008 182.36589748319238 94.923973227385432 3686.8983217775822 103.44579500518739 217.74907030444592 386.21247380180284 323.92662428598851 267.55929325707257 226.4734827298671 259.95630722679198 468.8971399217844 432.18430180102587 105.88723660446703 128.21677347831428 116.94438379723579 46.443250903859735 218.1154452059418 32.39396932721138 131.66965354420245 1115.8141558915377 125.22348392941058 204.77095891954377 149.05495279282331 93.304203200619668 48.665224987082183 54.839975445531309 78.382615319918841 1.661110522225498 leaf_count=365205 3000 4953 16439 6029 128839 3000 10939 41913 7981 19655 4723 9641 13181 51573 5591 5792 3032 1044 4873 1723 11876 146295 3917 20937 3124 6225 1954 1485 6215 26 internal_value=0 0.00811226 -0.00796632 -0.00340609 0.00976145 0.00284109 -0.00207733 -0.0093981 0.00125134 -0.00542255 0.00449994 -0.000939125 0.00787007 -0.00804606 -0.00453725 -0.000881614 0.00288115 0.00555579 0.00702318 0.000125485 -0.00444675 -0.00977811 0.0025732 -0.00753032 0.00586581 -0.00193972 0.000225339 0.00376908 -0.00547895 -0.00156835 internal_weight=0 5978.39 6127.66 1464.19 4553.68 1424.7 882.597 4663.47 727.503 581.595 697.202 603.404 866.783 1023.17 279.194 278.353 275.23 421.972 397.886 292.35 399.229 3640.3 449.15 636.955 375.528 311.053 150.136 171.784 173.307 50.3263 internal_count=911180 190924 720256 94333 151846 39078 46363 625923 22670 47970 16408 28528 23007 114423 17835 10772 7517 8891 9826 11364 31531 511500 11898 72510 7847 17164 4980 4517 12244 1980 is_linear=0 shrinkage=0.01 Tree=352 num_leaves=31 num_cat=0 split_feature=6 3 3 3 3 5 3 6 6 5 4 6 3 6 3 5 3 5 5 3 3 5 5 5 8 3 6 4 4 3 split_gain=1202.09 152.016 129.256 91.3199 103.877 88.4982 71.7837 68.2331 44.6752 37.3669 33.9741 28.2432 26.6626 22.1157 24.5393 21.794 20.4135 20.3924 19.2918 18.694 20.9138 17.0111 19.0184 16.5949 16.214 14.5501 14.4885 15.3226 13.2765 12.3505 threshold=3.5000000000000004 1.0000000180025095e-35 0.50155279503105599 0.49341991341991348 0.33477011494252878 1.5000000000000002 0.90501253132832093 1.5000000000000002 28.500000000000004 1.5000000000000002 27.500000000000004 1.0000000180025095e-35 0.90943267259056748 4.5000000000000009 0.72792207792207797 5.5000000000000009 0.76103179753406891 2.5000000000000004 2.5000000000000004 0.97385509227614497 0.92890109890109895 2.5000000000000004 5.5000000000000009 3.5000000000000004 1.0000000180025095e-35 0.99040761869709237 1.0000000180025095e-35 26.500000000000004 26.500000000000004 0.65465367965367982 decision_type=2 2 2 2 2 10 2 2 2 10 8 2 2 2 2 10 2 10 10 2 2 10 10 10 2 2 2 10 10 2 left_child=2 -2 3 4 7 19 9 10 13 11 24 16 -8 14 -7 -15 -4 -5 -10 20 -3 -12 -23 29 -1 -14 -27 -28 -9 -11 right_child=1 5 6 17 -6 8 12 28 18 23 21 -13 25 15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31 leaf_value=0.0012094203732559599 0.0032427784537615214 -0.0029578515417294539 0.0024852977407890278 0.0062680347801850654 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192.10486512072384 83.707879998255521 43.437150972429663 117.92631781287491 20.771181408315897 317.63004077225924 35.82783675333485 139.01678418787196 217.21134701091796 270.23125300649554 leaf_count=24115 14415 252115 37774 53457 41618 4275 3836 6949 71631 16175 86540 19167 4968 63869 2511 1987 12530 1754 78760 11824 23712 5566 1752 12100 825 13375 3660 6645 13931 19344 internal_value=0 -0.00362175 0.0027551 0.00373851 0.0028756 -0.00404415 0.000815934 0.00366709 -0.00574394 -0.00030029 0.00420176 0.000806954 0.00363565 -0.00380554 0.000623744 -0.00448959 0.0016937 0.00609166 -0.00696306 -0.00298995 -0.00318672 0.00474184 0.00120032 -0.00236575 0.00164717 0.00284001 0.00343958 0.00112776 -0.000980724 -0.00149466 internal_weight=0 5242.67 6778.01 4497.3 3290.62 4938.77 2280.71 2745.73 1890.51 1633.9 2462.46 1063.69 646.805 729.926 97.6479 632.278 820.657 1206.68 1160.58 3048.26 2867.26 2032.71 127.145 570.216 429.745 560.699 492.475 174.845 283.275 452.29 internal_count=911180 525099 386081 236507 181296 510684 149574 139678 223033 117090 118798 69471 32484 72642 6786 65856 50304 55211 150391 287651 275827 93858 7318 47619 24940 28648 23680 10305 20880 35519 is_linear=0 shrinkage=0.01 Tree=353 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 12 48 10 12 48 10 48 10 48 10 10 48 10 12 10 10 19 12 19 10 19 12 10 10 48 split_gain=7699.25 520.078 400.429 50.1735 38.6715 26.3262 24.6075 28.3888 24.3866 24.382 13.6063 12.1087 10.6153 10.5175 20.4943 8.35284 9.27852 7.41211 6.30347 5.84015 5.73588 4.19391 4.11368 3.87911 4.05484 3.53707 3.52887 3.33464 4.84717 3.21544 threshold=0.036334333941340412 0.97252115607261669 0.00017857718921725002 0.51461192965507518 0.0013712961226701001 0.99989646673202526 1.0000000180025095e-35 6.4750000000000005 9.0361113507242425e-06 1.0000000180025095e-35 2.3350000000000004 1.0000000180025095e-35 5.8950000000000005 1.0000000180025095e-35 2.3850000000000002 2.7650000000000001 1.0000000180025095e-35 3.0250000000000004 0.0070173616986721008 5.5450000000000008 8.3400000000000016 1.0000000180025095e-35 0.18897357583045957 1.0000000180025095e-35 3.9950000000000006 1.0000000180025095e-35 0.78322452306747448 3.6650000000000005 6.4450000000000012 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 8 2 2 10 2 8 2 10 10 2 10 2 8 8 2 2 2 10 2 2 10 10 2 left_child=2 3 8 6 11 15 7 17 -1 10 -6 20 29 14 -5 -3 27 -2 -11 -13 -4 -16 -8 24 -12 -19 -15 -17 -29 -10 right_child=1 5 4 13 9 -7 22 -9 12 18 23 19 -14 26 21 16 -18 25 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0097712470902787379 0.00093328131422047809 0.0095494345519967112 -0.0079069639613252481 0.007840473326607169 0.0017882175661618344 0.010233231370642599 0.0020645935463196193 0.0064104595684949086 -0.0091797187961465219 -0.0019185050853665099 -0.003765243333824646 -0.0051293435902699672 -0.0055504359386222132 0.0050054083450991041 0.0014307270655023558 0.0073938062470814848 0.0085020399352269734 -0.0032088323462559571 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403 5251 1183 12343 540 5335 2125 497 61747 internal_value=0 0.00808286 -0.00793986 0.00313136 -0.00337617 0.00985531 0.00151255 -0.000642087 -0.00938495 -0.00205698 -0.00450517 -0.00538369 -0.00801602 0.0051155 0.00362874 0.00825903 0.00748417 -0.00186944 -0.000926772 -0.00440788 -0.00752666 0.00191275 0.00284016 -0.00528199 -0.00566997 -0.00281613 0.00612343 0.00573775 0.00469007 -0.00844022 internal_weight=0 5925.96 6071.79 1562.09 1460.24 4363.87 860.245 327.969 4611.55 881.186 278.315 579.05 1014.94 701.848 283.568 835.384 521.961 279.353 602.871 397.876 181.173 201.479 532.275 247.736 226.008 208.819 418.279 192.197 117.722 865.955 internal_count=911180 190924 720256 42440 94333 148484 25999 12306 625923 46363 17835 47970 114423 16441 7569 23153 12571 11145 28528 31531 16439 5190 13693 17071 15888 9526 8872 4724 2622 100822 is_linear=0 shrinkage=0.01 Tree=354 num_leaves=31 num_cat=0 split_feature=12 12 12 12 1 12 1 12 12 1 12 1 12 12 12 0 12 12 12 12 2 1 12 2 2 1 1 1 0 48 split_gain=7600.61 520.666 400.988 49.427 47.909 34.2784 33.9084 26.8209 24.787 16.1248 7.33673 6.56438 4.894 4.60294 3.95807 3.67957 3.6071 3.34472 3.13387 3.1071 2.50782 2.47351 2.03404 1.77584 1.66818 4.20502 5.77203 1.63571 1.62011 1.42794 threshold=0.036334333941340412 0.97252115607261669 0.00017857718921725002 0.51461192965507518 -390.49999999999994 0.0019640936516224501 -390.49999999999994 0.99989646673202526 6.1143434777477532e-06 -3.4999999999999996 0.0089773964136838514 -348.49999999999994 0.0089773964136838514 0.18897357583045957 0.78322452306747448 1.0000000180025095e-35 0.99766892194747936 3.4846319977077662e-05 0.2688089013099671 0.00099748477805400022 0.13712060166532367 -8.4999999999999982 8.8294510192099562e-07 0.94494949494949509 0.92365967365967383 -58.499999999999993 -56.499999999999993 -122.49999999999999 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 10 2 10 2 2 8 2 10 2 2 2 2 2 2 2 2 2 8 2 2 2 8 10 10 2 2 left_child=2 3 8 6 10 19 18 16 22 14 -4 -10 20 -8 -5 23 21 -13 28 27 -7 24 -1 -11 -3 -26 -27 -6 -2 -21 right_child=1 7 4 9 5 12 13 -9 11 15 -12 17 -14 -15 -16 -17 -18 -19 -20 29 -22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.0099548451447054806 -0.0029341769128640861 0.0084694185283657915 -0.0076288921666889742 0.0050020034181747853 -0.005732504855308556 -0.00011281462283775291 0.0020034681416840412 0.01022870468474853 -0.0092330610546676045 0.0016570898236964457 -0.0043338661632266098 -0.0082000515119766589 0.0002354266565642491 0.0037547955306964837 0.0068579324777156567 0.0046445555766024445 0.0088277610041345485 -0.0069032741238404752 8.50663395300773e-05 -0.0060051349604263882 -0.0021209598443431878 0.0065082654354993346 -0.0094080404515716042 0.0064300303530271576 0.0079460669871827018 -0.010788219581277712 0.0096166342717820246 -0.0042834680784831353 -0.00075596009987493446 -0.0026990940269991494 leaf_weight=2468.9313176800497 126.77968079783022 200.29410112090409 237.14879395300522 192.12083470076323 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-390.49999999999994 0.99989646673202526 6.1143434777477532e-06 -3.4999999999999996 0.0089773964136838514 -348.49999999999994 0.0089773964136838514 0.18897357583045957 0.78322452306747448 0.99766892194747936 1.0000000180025095e-35 3.4846319977077662e-05 0.2688089013099671 0.00099748477805400022 -8.4999999999999982 0.13712060166532367 8.8294510192099562e-07 0.94494949494949509 0.92365967365967383 -58.499999999999993 -56.499999999999993 -122.49999999999999 17.500000000000004 1.0000000180025095e-35 decision_type=2 2 2 2 10 2 10 2 2 8 2 10 2 2 2 2 2 2 2 2 8 2 2 2 2 8 10 10 8 2 left_child=2 3 8 6 10 19 18 15 22 14 -4 -10 21 -8 -5 20 23 -13 29 27 24 -7 -1 28 -3 -26 -27 -6 -11 -2 right_child=1 7 4 9 5 12 13 -9 11 16 -12 17 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.0099522233287170289 -0.0029077709103408097 0.0084370073752048184 -0.007597541799243053 0.004961775534299352 -0.0056967633392843876 -0.0001116885333784902 0.0019836842537128687 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8.2324698995798808 19.179594442248344 3.1439617201685905 2.4418797418475178 265.86768314708024 131.6557581378147 46.7285783495754 leaf_count=365205 5969 4550 20163 4016 10382 3612 9791 125331 39771 188 5537 54894 10764 6061 6098 13466 2075 39418 2564 9787 4494 13220 126635 207 531 47 65 20868 3857 1614 internal_value=0 0.00803381 -0.00789546 0.00307834 -0.00332307 -0.00234463 0.00148438 0.00983425 -0.0093629 0.00503948 -0.00665526 -0.00808798 -0.000716058 0.0027433 0.00607015 0.00819795 0.00282436 -0.00758 -0.00158982 -0.0041876 0.00746763 -0.00156355 -0.00979911 0.00190772 0.0081348 0.00570571 -0.00187108 -0.00467281 0.00164083 -0.00232581 internal_weight=0 5843.99 5984.94 1557.41 1454.1 1124.04 859.133 4286.57 4530.84 698.281 330.057 1155.04 596.731 609.526 476.547 824.915 221.733 797.004 249.607 527.312 373.23 315.243 3375.79 146.43 223.825 24.7654 5.58584 375.536 138.197 173.381 internal_count=911180 190924 720256 42440 94333 68633 25999 148484 625923 16441 25700 134083 27596 15852 10114 23153 6327 94312 10147 41037 9687 16832 491840 4252 5193 643 112 31250 4045 7583 is_linear=0 shrinkage=0.01 Tree=356 num_leaves=31 num_cat=0 split_feature=12 12 12 1 12 12 1 10 10 12 12 1 10 10 10 1 10 10 10 10 10 10 12 12 10 1 10 12 10 10 split_gain=7405.84 476.94 445.576 49.1377 42.3908 38.706 31.9147 39.0238 29.9223 27.8869 25.6127 13.0325 24.8949 10.2898 8.78511 15.3163 10.0722 8.38269 7.31282 7.23589 6.80064 5.88609 5.46714 4.94347 4.42855 4.18982 3.92668 3.92482 3.69008 3.43768 threshold=0.049213243648409809 0.97252115607261669 0.00017857718921725002 -390.49999999999994 0.65440738201141369 0.0023884368129074005 -390.49999999999994 2.4350000000000005 3.1450000000000005 0.99989646673202526 6.1143434777477532e-06 -3.4999999999999996 2.4350000000000005 5.8950000000000005 2.7650000000000001 -8.4999999999999982 3.9350000000000005 5.495000000000001 3.9950000000000006 1.8450000000000004 3.9650000000000003 5.7950000000000008 0.011652591172605703 0.18897357583045957 8.3400000000000016 -317.49999999999994 5.6050000000000013 0.00073490195791230009 5.1050000000000013 2.4350000000000005 decision_type=2 2 2 10 2 2 10 10 10 2 2 8 10 8 10 8 10 8 10 10 10 10 2 2 10 10 8 2 10 8 left_child=2 4 10 8 6 17 7 29 19 14 -1 -6 -13 25 -3 -16 -17 27 -14 -4 -9 28 26 -8 -10 -12 -7 -5 -22 -2 right_child=1 9 3 5 11 22 23 20 24 -11 13 12 18 -15 15 16 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0097939964238246552 0.0027012314473252512 0.0095066145119691702 0.0024560555192235491 -0.0056479668952114379 0.006421624955076987 -0.0019547254490137273 0.0021045428996439874 -0.0013114200955407825 -0.0081964817408029956 0.010219674073769858 -0.0093186702664399493 0.0079522810851598725 0.0026472189563138504 -0.0057766531867645375 0.0084316436914956567 0.0069828817759438723 0.0016183404480702344 -0.0020373245801039394 -0.0024652176589313548 -0.0035076976175109926 -0.0045696906201729698 0.0028627161784321002 0.00061013385916417699 0.0038739003468604935 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3.44115 3.37934 3.09703 3.04106 2.99651 2.76378 2.49602 2.4933 2.46541 2.348 2.17416 2.10666 2.59959 2.42186 threshold=0.036334333941340412 0.97252115607261669 0.00017857718921725002 0.51461192965507518 -390.49999999999994 0.0013712961226701001 -390.49999999999994 0.99989646673202526 6.1143434777477532e-06 -3.4999999999999996 0.0089773964136838514 -348.49999999999994 0.0070173616986721008 0.18897357583045957 0.8784809708595277 0.99766892194747936 3.4846319977077662e-05 1.5000000000000002 2.5000000000000004 0.51530771633864425 0.2688089013099671 1.5000000000000002 1.5000000000000002 -8.4999999999999982 2.5000000000000004 1.5000000000000002 8.8294510192099562e-07 0.51530771633864425 176.50000000000003 3.5000000000000004 decision_type=2 2 2 2 10 2 10 2 2 8 2 10 2 2 2 2 2 2 10 2 2 10 10 8 10 10 2 2 2 2 left_child=2 3 8 6 10 22 20 15 26 14 -4 -10 21 25 24 23 -13 19 -14 -11 27 -7 -6 -3 -5 -8 -1 29 -29 -2 right_child=1 7 4 9 5 12 13 -9 11 17 -12 16 18 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 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814.62 787.26 220.977 331.267 134.745 248.865 347.816 442.183 369.145 285.949 342.897 3312.43 172.798 75.2837 97.514 internal_count=911180 190924 720256 42440 94333 68633 25999 148484 625923 16441 25700 134083 32637 15852 10114 23153 94312 6327 13069 3774 10147 19568 35996 9687 6002 9791 491840 7583 3764 3819 is_linear=0 shrinkage=0.01 Tree=358 num_leaves=31 num_cat=0 split_feature=11 10 48 10 48 2 10 10 10 10 2 5 10 2 48 5 5 2 2 48 2 10 10 10 2 10 10 2 2 10 split_gain=12341.2 3.01627 0.478865 0.3013 0.338764 0.294936 0.249206 0.242635 0.157043 0.113021 0.100106 0.0807494 0.121296 0.097936 0.0733572 0.0543807 0.0555826 0.0448516 0.041991 0.0337717 0.0329795 0.0323159 0.0615084 0.0286059 0.0265385 0.0252045 0.0240117 0.0238038 0.0219951 0.0233676 threshold=1.0000000180025095e-35 3.3950000000000005 1.0000000180025095e-35 6.1150000000000011 1.0000000180025095e-35 0.028778467908902653 9.0500000000000025 1.0000000180025095e-35 4.995000000000001 3.3950000000000005 0.69282051282051293 1.5000000000000002 6.9850000000000012 0.77442071785552036 1.0000000180025095e-35 3.5000000000000004 5.5000000000000009 0.012270400481782552 0.062895569620253167 1.0000000180025095e-35 0.33218390804597703 4.495000000000001 4.9850000000000012 2.2250000000000005 0.30735492577597845 5.5650000000000004 5.2950000000000008 1.0000000180025095e-35 0.040202020202020204 6.1550000000000011 decision_type=2 10 2 10 2 2 10 10 10 10 2 10 10 2 2 10 10 2 2 2 2 10 10 10 2 10 10 2 2 10 left_child=9 2 23 4 8 -6 11 -4 21 19 20 13 15 28 -8 -13 -17 -10 -16 -1 25 -3 -23 -2 -20 -7 -12 -9 -5 -30 right_child=1 3 7 6 5 10 14 27 17 -11 26 12 -14 -15 18 16 -18 -19 24 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.010306109789879178 0.010278002791093973 0.010571728500542596 0.010433631685541948 0.010688117304675102 0.010760302805270537 0.011388010220296849 0.010495918367408159 0.010642828723147422 0.010715856126534083 -0.010097008645105061 0.011000467728969574 0.010698726661845683 0.010358971758519417 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1626 316 2040 717 678560 1086 1281 8488 1813 628 82 114 1500 66 45325 5004 2013 1087 31265 48 514 934 4589 170 981 internal_value=0 0.010536 0.0103633 0.0108447 0.0109184 0.011038 0.0106432 0.0105724 0.0107278 -0.0101147 0.0111544 0.01056 0.0104675 0.0107449 0.0111944 0.0108226 0.0114184 0.0110192 0.0113417 -0.0102224 0.011212 0.0106338 0.010754 0.0103002 0.011895 0.0113259 0.0108846 0.0107802 0.0109426 0.011032 internal_weight=0 5658.44 3628.96 2029.48 1485.99 912.872 543.489 841.606 573.114 5923.3 643.383 472.202 314.702 157.5 71.2873 73.685 12.6814 139.842 58.8689 836.409 530.086 433.272 147.574 2787.35 11.123 171.854 113.297 336.941 96.71 71.5722 internal_count=911180 169666 128112 41554 26994 14292 14560 22068 12702 741514 9164 13502 9965 3537 1058 1477 196 2217 742 62954 7144 10485 3100 106044 114 2140 2020 6629 1724 1151 is_linear=0 shrinkage=0.01 Tree=359 num_leaves=31 num_cat=0 split_feature=1 6 6 2 2 2 0 2 2 4 2 2 2 6 1 1 2 0 1 2 2 6 1 1 0 1 48 0 2 1 split_gain=1298.39 387.318 304.814 93.5037 68.4597 54.3605 49.2785 49.6356 42.6106 46.4806 40.8202 29.082 30.9348 25.4638 19.9561 46.091 19.9358 18.724 18.6527 17.5936 21.9406 14.8988 14.6914 14.2217 13.4333 12.5518 12.4931 12.0171 12.6527 11.7311 threshold=-1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 0.98936170212765973 0.091372912801484213 0.028778467908902653 1.0000000180025095e-35 0.77442071785552036 0.087337909992372217 24.500000000000004 0.49844720496894418 0.50144508670520238 0.74891304347826104 33.500000000000007 -66.499999999999986 -60.499999999999993 0.98936170212765973 1.0000000180025095e-35 -142.49999999999997 1.0000000180025095e-35 0.23845060412224586 1.5000000000000002 -188.49999999999997 -9.4999999999999982 1.0000000180025095e-35 -152.49999999999997 1.0000000180025095e-35 1.0000000180025095e-35 0.012270400481782552 -65.499999999999986 decision_type=8 2 2 2 2 2 2 2 2 8 2 2 2 2 10 10 2 2 10 2 2 2 10 10 2 10 2 2 2 10 left_child=1 4 10 5 8 18 7 -6 9 22 19 -12 -13 14 24 -16 17 -4 25 -2 -21 -14 -1 26 -7 -3 -8 28 -11 -10 right_child=2 3 16 -5 6 13 23 -9 29 27 11 12 21 -15 15 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.002165532454722007 0.0055288654800952283 -0.0018818153691824307 -0.00068169789378215038 0.0032782473522019297 -0.0030939753823471905 -0.0057628148971178815 -0.0035749924096736209 0.0019104601190088827 -0.0077135724281615801 0.0043508820357846326 0.0081416949220824725 0.0034496947795692374 0.0074995155466013007 -0.0063608282515407004 0.0019938444861308528 -0.0048478369802721763 0.0046201081868532294 0.003799766228063503 0.0004167428757724738 -0.00024545992595675014 0.0042144473697453642 0.0004938723916227116 -0.0048948507507221564 -0.0077267807372048405 -0.0012873165816112517 -0.0091314167218418361 0.0018548855690380054 0.0013314550210918852 -0.0032713522140425696 0.009892652232053125 leaf_weight=37.742422209121287 803.64854830875993 58.73797279689461 1130.0349451331422 134.31858362117782 1165.9978339225054 906.15142215229571 45.9595657736063 238.77646768651903 3.985745712183415 312.49469458544627 805.84748524287716 401.74071251507849 522.93097240384668 1879.4637723225169 135.83758685132489 357.9150575902313 87.797113301232457 101.61431899806485 214.93004149990156 135.64776151767001 590.42711014905944 32.227506276685745 134.4939833143726 17.459850921295583 72.425707992631942 40.246368111111224 543.01208718586713 459.76966410269961 23.409532863181084 74.942959910258651 leaf_count=2042 38442 4631 90837 6229 104517 107841 3730 11516 359 12605 35315 22281 23271 245857 8722 39366 4597 5331 13498 9215 31571 1971 13133 2390 5953 6190 29748 24721 1971 3330 internal_value=0 -0.00278456 0.0040773 -0.00491643 -0.000135423 -0.0052167 -0.00121489 -0.00224335 0.00193846 0.00136233 0.00570477 0.00674203 0.00556331 -0.00558938 -0.0046046 -0.0029656 1.62192e-05 -0.000311965 -0.0012375 0.0045095 0.00338123 0.00709283 -0.0033477 0.0011675 -0.00543158 -0.00482945 0.00143117 0.00238189 0.00381968 0.00900357 internal_weight=0 6858.07 4611.92 3800.03 3058.04 3665.71 2011.21 1404.77 1046.84 967.91 3292.47 1762.75 956.899 3351.79 1472.33 493.753 1319.45 1231.65 313.914 1529.72 726.075 555.158 172.236 606.432 978.577 98.9843 588.972 795.674 335.904 78.9287 internal_count=911180 648349 262831 438287 210062 432058 151901 116033 58161 54472 162066 82838 47523 407739 161882 48088 100765 96168 24319 79228 40786 25242 15175 35868 113794 10821 33478 39297 14576 3689 is_linear=0 shrinkage=0.01 Tree=360 num_leaves=31 num_cat=0 split_feature=11 10 6 1 10 1 1 1 2 10 6 10 2 1 6 10 1 10 10 1 6 10 6 6 3 10 1 3 10 1 split_gain=12186.4 2.95804 0.679095 0.568537 0.350666 0.332417 0.226851 0.216646 0.200095 0.182742 0.164767 0.110819 0.0960554 0.0647839 0.0594454 0.0523059 0.0511694 0.0482618 0.0462304 0.0457918 0.0453461 0.0445242 0.0410369 0.0287114 0.0281801 0.023488 0.0228995 0.0222443 0.0214099 0.0204023 threshold=1.0000000180025095e-35 3.3950000000000005 30.500000000000004 -32.499999999999993 6.1150000000000011 -390.49999999999994 -68.499999999999986 -371.49999999999994 0.055738304093567205 1.0000000180025095e-35 11.500000000000002 3.3950000000000005 0.7003401360544218 -19.499999999999996 9.5000000000000018 5.5450000000000008 -1.0000000180025095e-35 4.5150000000000006 4.2650000000000006 -30.499999999999996 1.5000000000000002 9.7700000000000014 17.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.2250000000000005 -375.49999999999994 1.0000000180025095e-35 4.9450000000000012 -45.499999999999993 decision_type=2 10 2 8 10 10 8 10 2 10 2 10 2 10 2 10 8 10 10 10 2 10 2 2 2 10 10 2 10 10 left_child=11 3 4 9 5 17 10 18 -7 14 23 16 20 -8 -2 -9 -1 -3 -4 25 -10 -12 -19 -6 -11 -5 28 -13 -20 -17 right_child=1 2 7 19 6 8 13 15 12 24 21 27 -14 -15 -16 29 -18 22 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010169836797820001 0.010411220739976568 0.010478205961664941 0.010597581677744465 0.010269600251093634 0.010492002974532471 0.010737645382614959 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241.02458004653454 875.78385647945106 8.9844188019633275 4487.9488362600096 15.586757872253655 16.470958117395639 leaf_count=50890 10787 5711 1094 77254 1557 5860 10485 1537 4067 2098 464 52047 2144 22 1441 1425 12064 2198 308 1041 2322 27 1116 574 4506 30985 184 626513 196 263 internal_value=0 0.0105315 0.0108385 0.0103592 0.0107536 0.0108404 0.0105099 0.0112364 0.0109454 0.0106036 0.0108559 -0.0101137 0.0110561 0.0103593 0.0104642 0.0113806 -0.0102209 0.0105811 0.0108114 0.0102942 0.0111214 0.0113864 0.0107144 0.0106206 0.010778 0.0102893 0.0110529 -0.010096 0.0111745 0.0112335 internal_weight=0 5591.46 2010.28 3581.18 1656.79 1221.46 435.333 353.485 869.633 751.813 131.999 5851.09 567.194 303.334 417.767 263.941 827.845 351.826 89.5441 2829.37 453.094 40.5604 153.228 91.4388 334.045 2786.87 42.0462 5023.25 33.0618 126.189 internal_count=911180 169666 41554 128112 36547 23418 13129 5007 14393 18832 2622 741514 8533 10507 12228 3225 62954 9025 1782 109280 6389 491 3314 2131 6604 108239 688 678560 504 1688 is_linear=0 shrinkage=0.01 Tree=361 num_leaves=31 num_cat=0 split_feature=11 10 10 10 0 2 10 10 10 2 10 10 2 10 10 10 10 2 29 0 10 2 10 10 2 2 2 10 10 2 split_gain=12061.4 2.87035 0.282584 0.235651 0.205173 0.166298 0.15366 0.107591 0.103281 0.0918097 0.0761096 0.0734667 0.0690703 0.0665025 0.0453869 0.0359538 0.0657775 0.0331355 0.0320369 0.0243211 0.0382104 0.0219437 0.0215799 0.0205052 0.0192708 0.0180777 0.0175329 0.017446 0.0174339 0.0173377 threshold=1.0000000180025095e-35 3.3950000000000005 6.1150000000000011 9.0500000000000025 1.0000000180025095e-35 0.028778467908902653 2.5450000000000004 3.3950000000000005 4.995000000000001 0.98936170212765973 4.9850000000000012 6.9850000000000012 0.77442071785552036 3.8350000000000004 4.5750000000000011 7.0550000000000006 8.1200000000000028 0.48846085567193326 1.0000000180025095e-35 1.0000000180025095e-35 6.6750000000000007 0.35737937559129612 7.1150000000000011 8.2700000000000014 0.21889880952380952 0.20701970443349751 0.27608892921960076 6.6150000000000011 5.5650000000000004 1.0000000180025095e-35 decision_type=2 10 10 10 2 2 10 10 10 2 10 10 2 10 10 10 10 2 2 2 10 2 10 10 2 2 2 10 10 2 left_child=7 6 4 11 5 -3 -2 -1 10 17 13 12 19 21 -6 -13 22 28 -8 20 -4 -7 -17 -18 -15 -12 -26 -14 -10 -5 right_child=1 2 3 29 14 8 18 -9 9 -11 25 15 27 24 -16 16 23 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.010218687753543272 0.010316587741717903 0.010715226198970139 0.01082994544739185 0.010647578655970885 0.010590640588326332 0.010978346377189115 0.010460002288862123 -0.010095044993146802 0.011343960525741707 0.010594925585727975 0.011597112179794642 0.010297091516111575 0.010360258535469784 0.011276831601233977 0.010805798098815097 0.011421220528917799 0.010302395290619324 0.011087207480290471 0.010983625883239867 0.010568054166244107 0.011367517338923147 0.010682273490193125 0.010734228504271682 0.010558787483992676 0.010808741304843337 0.01044622046921936 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0.0104564 0.0105326 0.0111949 0.0104667 0.0108473 0.0109204 0.0107704 0.0107835 0.0104016 0.0110477 0.0104917 0.0110207 0.0103964 0.0112784 0.011173 internal_weight=0 5538.62 1991.84 532.807 1459.03 1064.06 3546.78 5793.51 862.915 395.944 466.971 462.679 166.715 431.023 394.968 295.964 200.138 368.538 920.467 119.216 94.4981 119.754 68.6592 131.479 311.269 35.9485 278.437 47.4988 207.514 70.1287 internal_count=911180 169666 41554 14560 26994 18223 128112 741514 14202 5685 8517 13502 3849 7562 8771 9653 5796 5056 28334 2342 1749 2543 1372 4424 5019 955 4589 1507 2707 1058 is_linear=0 shrinkage=0.01 Tree=362 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 6 6 6 6 6 1 1 6 6 6 2 3 2 2 0 2 2 12 2 split_gain=11937.7 9.24971 1.04608 1.00849 0.471094 0.14575 0.117197 0.113629 0.0848751 0.0686059 0.0568926 0.0504006 0.0461748 0.0432905 0.04172 0.0362598 0.0303483 0.0222754 0.0214379 0.0188474 0.0184078 0.0176954 0.0155213 0.0128583 0.0122839 0.0121661 0.0119235 0.0113222 0.0106019 0.0105843 threshold=1.0000000180025095e-35 0.068259380757808671 0.00099748477805400022 0.8784809708595277 0.18897357583045957 6.4727209974080338e-05 0.0089773964136838514 0.99894970655441295 0.3781151175498963 0.94052824378013633 0.0043998162727802515 2.5000000000000004 3.5000000000000004 4.5000000000000009 3.5000000000000004 4.5000000000000009 -32.499999999999993 -385.49999999999994 4.5000000000000009 7.5000000000000009 3.5000000000000004 0.88956639566395668 0.15074051531750862 0.034723896792862259 0.12560679611650488 1.0000000180025095e-35 0.055738304093567205 0.71483516483516496 0.00019807765784200004 0.023937770392229853 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 8 10 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 5 8 10 13 11 20 15 -6 -1 21 22 17 25 -3 -9 -2 -10 -18 -5 29 -7 -16 -13 26 -8 -28 -14 -4 right_child=1 3 6 7 9 12 14 16 18 -11 -12 24 28 -15 23 -17 19 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.01007474433880934 0.011678611568063695 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439.21300109289587 195.07889723591506 14.488810855895279 49.00396678596735 84.934983465820551 66.623922344297171 54.148845717310905 54.309051509946585 11.604589588940142 46.779972605407238 57.378266684710979 leaf_count=691004 61 3194 308 12371 11147 196 270 24495 5205 2599 36764 199 157 369 181 1331 95884 238 1913 14508 4475 179 386 837 546 734 586 167 342 534 internal_value=0 0.0105209 0.0116183 0.0103673 -0.0101114 0.012142 0.0113218 0.0103096 0.0107306 -0.0104322 -0.0100858 0.0115079 0.0119333 0.0124288 0.0111754 0.0108554 0.0102877 0.0121854 0.0106274 0.0102725 0.0104347 0.0113556 0.011753 0.011331 0.0116826 0.0110641 0.0111379 0.0112031 0.0121149 0.0114096 internal_weight=0 5486.22 673.775 4812.45 5736.49 243.539 430.236 4153.25 659.201 423.924 5312.57 189.475 140.963 102.576 240.76 298.377 3535.28 42.6753 360.823 2782.62 617.969 101.232 70.728 100.425 88.2438 140.336 86.1871 65.9136 70.235 86.7429 internal_count=911180 169666 6290 163376 741514 1749 4541 151733 11643 13746 727768 1766 1081 668 2775 4525 134887 299 7118 110392 16846 1021 582 1018 745 1757 1023 753 499 842 is_linear=0 shrinkage=0.01 Tree=363 num_leaves=31 num_cat=0 split_feature=11 10 6 48 10 10 48 10 3 48 10 10 3 10 48 6 10 10 6 6 48 10 3 10 6 10 10 0 10 10 split_gain=11815.1 2.70074 0.618929 0.431072 0.319754 0.216802 0.179154 0.168537 0.126396 0.11704 0.108155 0.101424 0.0927685 0.0687355 0.0652959 0.0557538 0.0500682 0.0482857 0.0506135 0.0397692 0.0306722 0.0254935 0.0246652 0.0245585 0.0242731 0.037129 0.0236956 0.0230619 0.0243663 0.0281197 threshold=1.0000000180025095e-35 3.3950000000000005 30.500000000000004 1.0000000180025095e-35 6.1150000000000011 3.3950000000000005 1.0000000180025095e-35 8.8850000000000016 0.22271825396825398 1.0000000180025095e-35 4.995000000000001 3.3950000000000005 0.93782216494845372 4.3350000000000009 1.0000000180025095e-35 9.5000000000000018 5.5450000000000008 6.9850000000000012 5.5000000000000009 1.5000000000000002 1.0000000180025095e-35 2.2250000000000005 0.20112359550561798 2.5750000000000006 1.5000000000000002 9.7700000000000014 5.245000000000001 1.0000000180025095e-35 4.9850000000000012 4.3550000000000013 decision_type=2 10 2 2 10 8 2 10 2 2 10 10 2 10 2 2 10 10 2 2 2 10 2 10 2 10 10 2 10 10 left_child=11 3 4 21 6 23 10 17 26 13 27 20 19 -4 -9 -7 -11 18 -6 -10 -1 -2 -15 -5 -16 -26 -8 28 29 -3 right_child=1 2 9 5 7 15 8 14 12 16 -12 -13 -14 22 24 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.010295533442268419 0.010265570372992344 0.010584086559017367 0.010664003082390362 0.010634696899445633 0.010468840224901266 0.010367237881737249 0.010798549024304702 0.010460071235070128 0.010989959226023785 0.011465978219425074 0.010921840319045502 -0.010093159437656984 0.010729706121653543 0.0107180205934919 0.010523387262504348 0.010699155100167231 0.011173196099608849 0.010346763388628308 0.010915176437551129 0.011194375127040366 -0.010167370044564559 0.010331583297711229 0.01125824813308211 0.010806847797306228 0.011250878262234611 0.012150968173697303 0.01058776967894637 0.010474519079765786 0.010383608003181385 0.010848758154547743 leaf_weight=294.92211362626404 1802.1068466510624 102.15649321861565 51.814927984029055 136.53445968031883 99.942218011245131 405.28621445409954 131.78386649116874 11.311185564845799 250.05871583521366 120.75192648917437 117.94653476215899 4876.0987262516282 101.60561987757683 10.239859715104101 3.1427933722734478 57.828496316447854 113.12898134253919 248.28831429407001 34.06639433465898 153.65629090741277 509.01658310042694 866.2250278647989 48.389761231839657 210.82318012043834 20.3830082975328 5.9122176729142657 89.59591063670814 144.16772792302072 31.147694025188684 66.125244226306677 leaf_count=17629 74779 2548 1167 3178 2811 13638 2394 304 3934 1382 1999 678560 1985 206 76 1252 1576 8992 639 2059 45325 31265 676 4000 250 57 2066 4275 901 1257 internal_value=0 0.0105155 0.0108128 0.0103483 0.0107306 0.0105503 0.0108146 0.0104945 0.0109125 0.0111977 0.0106606 -0.0101103 0.0109998 0.0109294 0.0111058 0.0104087 0.0113244 0.0104293 0.0105823 0.0110678 -0.0102144 0.010287 0.0111639 0.0107392 0.011354 0.0114533 0.0107132 0.0105709 0.0106405 0.0106881 internal_weight=0 5434.42 1955.62 3478.8 1611.29 810.472 1188.24 423.046 726.7 344.325 461.544 5680.04 505.321 110.445 40.7492 463.115 233.881 382.297 134.009 403.715 803.939 2668.33 58.6296 347.358 29.438 26.2952 221.38 343.597 199.429 168.282 internal_count=911180 169666 41554 128112 36547 22068 23418 13129 12438 5007 10980 741514 7978 2049 687 14890 2958 12442 3450 5993 62954 106044 882 7178 383 307 4460 8981 4706 3805 is_linear=0 shrinkage=0.01 Tree=364 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 12 12 10 10 10 10 10 10 12 12 5 12 10 12 12 5 6 5 10 5 12 12 5 12 2 split_gain=6817.62 496.81 385.995 43.9227 34.6209 27.8185 25.6351 16.1368 14.7878 10.6489 10.1583 8.66453 8.65137 7.079 6.09773 4.05606 4.02204 2.92985 2.82357 2.80173 2.56676 2.4804 2.44575 2.40342 2.26001 2.24227 2.16461 2.07365 1.84872 1.75544 threshold=0.036334333941340412 0.97252115607261669 0.00017857718921725002 0.51461192965507518 0.0013712961226701001 0.99989646673202526 6.1143434777477532e-06 5.4750000000000005 5.6750000000000007 5.535000000000001 5.8950000000000005 8.2700000000000014 2.7650000000000001 0.0089773964136838514 0.13270235061645502 2.5000000000000004 0.78322452306747448 3.2650000000000001 0.99766892194747936 2.1584159185294997e-05 2.5000000000000004 8.5000000000000018 1.5000000000000002 7.6900000000000004 1.5000000000000002 5.9116524425917312e-05 8.8294510192099562e-07 1.5000000000000002 0.00073490195791230009 0.82683658170914553 decision_type=2 2 2 2 2 2 2 8 8 8 8 8 10 2 2 10 2 10 2 2 10 2 10 8 10 2 2 10 2 2 left_child=2 3 6 7 9 12 26 14 13 28 25 16 -3 21 17 -16 -5 -2 -14 -12 -15 22 -6 -9 -11 -8 -1 -19 -4 -25 right_child=1 5 4 11 8 -7 10 23 -10 24 19 -13 18 20 15 -17 -18 27 -20 -21 -22 -23 -24 29 -26 -27 -28 -29 -30 -31 leaf_value=-0.0099388003863329442 0.0011720310805451337 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338.018259992823 136.58405993133783 246.64397895522416 95.567731039132923 27.503930675331503 129.92561869043857 64.111473515164107 95.499517465941608 38.520996013190597 268.10339450789616 860.75233511812985 55.41706932708621 125.82475224230438 9.7567680552601797 leaf_count=365205 2006 10582 29126 5572 9822 125331 86384 2778 7009 5030 7638 2744 5739 12054 9329 1009 8125 5468 6832 8580 1865 10925 4688 2229 3147 31481 126635 2942 10667 238 internal_value=0 0.00793608 -0.00780515 0.00299009 -0.00321486 0.00978251 -0.00931564 0.0014415 -0.00193802 -0.00518204 -0.00798546 0.00490804 0.00807731 -0.00264505 0.000641682 0.00151031 0.00443924 -0.000494596 0.00726204 -0.00564876 -0.00145928 -0.00356111 -0.0029539 0.00390739 -0.00258468 -0.00838931 -0.00977573 -0.00115137 -0.00593776 0.00494855 internal_weight=0 5440.07 5567.03 1478.81 1378.34 3961.26 4188.69 818.189 835.828 542.513 1076.48 660.623 770.599 651.695 617.804 350.14 565.811 267.664 484.036 158.629 284.035 367.661 237.735 200.384 122.272 917.852 3112.21 192.001 420.241 105.256 internal_count=911180 190924 720256 42440 94333 148484 625923 25999 46363 47970 134083 16441 23153 39354 20754 10338 13697 10416 12571 16218 13919 25435 14510 5245 8177 117865 491840 8410 39793 2467 is_linear=0 shrinkage=0.01 Tree=365 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 10 10 12 12 12 12 12 12 2 2 10 2 2 10 10 12 48 10 6 6 10 10 6 split_gain=11613.7 8.8414 1.01414 0.949547 0.45313 0.211739 0.188025 0.135772 0.126688 0.0922067 0.0870027 0.0738191 0.0665869 0.0545686 0.0541373 0.0389169 0.03139 0.0302097 0.0295922 0.0281434 0.0259034 0.0239488 0.0236009 0.0178872 0.0158394 0.0155187 0.0145112 0.0136223 0.0134195 0.0131683 threshold=1.0000000180025095e-35 0.068259380757808671 0.00099748477805400022 0.8784809708595277 0.18897357583045957 2.8850000000000002 3.1450000000000005 3.2950000000000004 2.6750000000000003 0.0089773964136838514 5.9116524425917312e-05 0.3781151175498963 0.94052824378013633 0.99766892194747936 0.0043998162727802515 0.034723896792862259 0.028778467908902653 2.6750000000000003 0.028778467908902653 0.012270400481782552 1.0000000180025095e-35 3.3950000000000005 0.0070173616986721008 1.0000000180025095e-35 2.6750000000000003 1.5000000000000002 3.5000000000000004 2.8850000000000002 3.3950000000000005 24.500000000000004 decision_type=2 2 2 2 2 10 10 10 10 2 2 2 2 2 2 2 2 10 2 2 10 10 2 2 10 2 2 8 10 2 left_child=4 2 6 8 14 22 20 23 -3 18 25 19 17 -9 -1 -11 -12 -6 -7 -10 29 -14 27 -5 -16 -8 -20 -4 -21 -2 right_child=1 3 5 7 12 9 10 13 11 15 16 -13 21 -15 24 -17 -18 -19 26 28 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010072678160602604 0.011264847510848148 0.010461273168357493 0.011302465288680735 0.010252861596998153 -0.010587472349552254 0.01135972706787429 0.012286890636286111 0.010510713765439885 0.010736449302869105 0.011022061618040577 0.011737847076080905 0.010678462631484529 -0.010840984716039035 0.010352311207374216 -0.010314247684282357 0.011362953870885229 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437 473 249 2082 1037 17245 33943 361 427 315 1660 61 internal_value=0 0.0105106 0.0115903 0.0103575 -0.0101093 0.0112955 0.0121083 0.0103005 0.0107136 0.0114276 0.012268 0.0107914 -0.0104261 0.0103932 -0.0100837 0.0112755 0.0120719 -0.010344 0.0116207 0.0109239 0.0116197 -0.0106202 0.0109168 0.0102642 -0.0101788 0.0125124 0.0117027 0.0110996 0.01099 0.0113977 internal_weight=0 5345.79 664.22 4681.57 5585.31 423.299 240.922 4036.3 645.271 313.852 181.557 493.229 417.625 1136.26 5167.69 175.575 100.722 293.417 138.276 227.027 59.3648 124.209 109.447 2900.04 536.054 80.8348 105.224 42.9254 167.826 27.881 internal_count=911180 169666 6290 163376 741514 4541 1749 151733 11643 2999 1230 7815 13746 33596 727768 1816 721 11147 1183 3082 519 2599 1542 118137 36764 509 864 505 2133 270 is_linear=0 shrinkage=0.01 Tree=366 num_leaves=31 num_cat=0 split_feature=10 1 10 10 10 1 2 10 1 1 0 10 1 2 1 10 1 10 1 10 1 1 2 3 2 1 10 0 10 10 split_gain=2873.12 304.896 134.856 114.832 134.858 125.727 109.721 73.5728 49.0023 47.3091 42.2108 41.5152 40.989 36.1184 31.2029 49.5431 29.04 20.2143 23.0798 36.1667 22.4393 19.8118 19.7707 17.0986 17.0457 16.7854 16.7126 15.6483 14.3376 14.3271 threshold=3.1750000000000003 -32.499999999999993 3.8350000000000004 6.0750000000000011 9.7700000000000014 -71.499999999999986 0.019324122479462254 3.1750000000000003 -361.49999999999994 -37.499999999999993 1.0000000180025095e-35 2.1250000000000004 -59.499999999999993 0.98936170212765973 -287.49999999999994 7.5550000000000006 -147.49999999999997 4.995000000000001 -1.0000000180025095e-35 4.9850000000000012 -390.49999999999994 -3.4999999999999996 0.2573593073593074 0.24165739710789766 0.012270400481782552 -53.499999999999993 4.9050000000000011 1.0000000180025095e-35 2.7350000000000008 4.495000000000001 decision_type=10 8 10 10 10 10 2 8 10 8 2 10 10 2 10 10 10 10 8 10 10 8 2 2 2 10 10 2 10 10 left_child=1 7 8 6 5 14 9 28 -2 -4 13 -3 -7 17 15 -5 -6 18 -8 -20 -19 -13 -21 -16 -10 -14 -11 -9 -1 -12 right_child=2 11 3 4 16 12 10 27 24 26 29 21 25 -15 23 -17 -18 20 19 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0014772091046163015 0.002903756235274424 0.0094890709908471739 0.00045553912922729589 -0.0030095543412556624 0.0051920912728432292 0.0073567361816841053 -0.0060720527816160831 0.0037370682588754403 0.0017536423012930978 -0.0015854562789092037 0.00021980844942463934 -0.00065311245680126279 -0.0090172281839404587 0.0006724054853710623 0.0015332018430810267 0.0068121678016634943 -0.0089523758547859194 -0.0086912386358180341 -0.0041851396456274751 0.0094745201060770969 -0.0062425079202236104 0.0071857610314887688 -0.0092970920317901606 -0.0045699392067247921 -0.0032328726869295041 0.0016185527045405363 -0.0067098732944948824 0.0073571579190800538 -0.0016954828124603849 -0.0038410360002440564 leaf_weight=285.26835545012727 343.76684669451788 1860.328856004402 464.42933478020132 136.93555080704391 15.434967606794087 231.86987443920225 961.89963355707005 307.86810367414728 86.525009423028678 101.57912192959338 114.42302952893078 33.438997543416917 18.634655059780926 78.739449657034129 51.585525530856103 82.179592283908278 243.58222033223137 473.5007243771106 380.01719589019194 30.94761759089306 1784.7598314168863 900.45420774910599 6.8531737485900512 416.8067641784437 330.021197471302 72.841910212300718 170.41621412103996 195.06067508738488 284.47909348551184 360.94670163514093 leaf_count=14863 16927 79455 27054 13205 765 10233 122088 13297 4307 6336 7540 1990 1299 4579 3403 3711 42309 61914 34753 1058 243183 36322 830 49125 29712 4752 16434 6972 20097 32667 internal_value=0 0.00688565 -0.00386558 -0.00435313 -0.00167168 -2.20737e-05 -0.00504403 0.00235363 0.000109208 -0.00148414 -0.0056694 0.00862544 0.00512042 -0.00602827 -0.00244068 0.000674103 -0.0081095 -0.0061733 -0.00521964 -0.00325722 -0.00675595 0.00690508 0.00607128 -0.00389778 -0.00219707 -0.000548058 -0.00479611 0.00514112 -0.000106939 -0.00286358 internal_weight=0 3866.9 6958.7 6198.38 1269.87 1010.85 4928.51 1072.68 760.313 736.425 4192.09 2794.22 323.346 3716.72 687.507 219.115 259.017 3637.98 1379.72 417.818 2258.26 933.893 37.8008 468.392 416.546 91.4766 271.995 502.929 569.747 475.37 internal_count=911180 172996 738184 687238 128802 85728 558436 55229 50946 49824 508612 117767 16284 468405 69444 16916 43074 463826 158729 36641 305097 38312 1888 52528 34019 6051 22770 20269 34960 40207 is_linear=0 shrinkage=0.01 Tree=367 num_leaves=31 num_cat=0 split_feature=11 10 48 10 48 2 10 10 10 10 2 5 10 2 48 0 5 5 2 0 2 0 48 10 10 10 10 2 4 10 split_gain=11449.4 2.61611 0.413621 0.255742 0.293484 0.262515 0.215231 0.209527 0.136241 0.0994125 0.0871495 0.0690573 0.105136 0.0841721 0.0633372 0.0505552 0.0475164 0.0472385 0.0394934 0.0383451 0.0380583 0.0315405 0.0303424 0.0258061 0.0413359 0.0241927 0.0238329 0.0232534 0.0205881 0.0203921 threshold=1.0000000180025095e-35 3.3950000000000005 1.0000000180025095e-35 6.1150000000000011 1.0000000180025095e-35 0.028778467908902653 9.0500000000000025 3.3950000000000005 4.995000000000001 3.3950000000000005 0.69282051282051293 1.5000000000000002 6.9850000000000012 0.77442071785552036 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 5.5000000000000009 0.012270400481782552 1.0000000180025095e-35 0.062895569620253167 1.0000000180025095e-35 1.0000000180025095e-35 4.9850000000000012 4.3550000000000013 2.2250000000000005 2.5750000000000006 0.30735492577597845 17.500000000000004 5.2950000000000008 decision_type=2 10 2 10 2 2 10 8 10 10 2 10 10 2 2 2 10 8 2 2 2 2 2 10 10 10 10 2 8 10 left_child=9 2 25 4 8 -6 11 26 21 22 15 13 16 19 -8 28 -13 -18 -10 -5 -16 23 -1 24 -3 -2 -4 -22 -7 -12 right_child=1 3 7 6 5 10 14 -9 18 -11 29 12 -14 -15 20 -17 17 -19 -20 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010293566618306181 0.010255677818722988 0.010598580498103942 0.010621858354849401 0.011001621463882599 0.010714605336753433 0.010937760568177 0.010460849811038717 0.010396870475066398 0.010672048787832282 -0.010090870065919671 0.010947585919439669 0.01065954737990021 0.010334032969527869 0.010401818511264913 0.011147302663705519 0.010922652726239213 0.011731004566722205 0.01032253739635541 0.011067366072913018 0.010508503169485171 0.012116211253615741 0.010477987289844724 -0.010164846035966416 0.010388285271993061 0.010877654577803535 0.010321126080902248 0.010793446367299449 0.011097211994284933 0.011214423974960013 0.010664320736574964 leaf_weight=289.93833240913227 1735.6359707657248 148.58867266587913 133.13182225637138 71.210071383044124 253.72486189007759 28.858120232820511 11.566168162971733 448.09057927876711 33.980339596047997 4721.1859054458328 65.748564708977938 57.538370549678802 223.19083022512496 56.618456970900297 45.413498871028423 80.741550531238317 8.7985411323606932 3.2648281417787084 98.606108315289021 20.254365898668766 7.4751390628516656 144.06730379536748 497.09987648623064 30.387736633419991 82.567297512665391 837.23750040493906 206.51134141534567 3.1972877811640501 395.90905009582639 41.427400020882487 leaf_count=17629 74779 3681 3178 1208 5128 481 316 14890 717 678560 1086 1281 8488 1813 628 1366 82 114 1500 516 66 4341 45325 904 1559 31265 4000 48 5297 934 internal_value=0 0.0105064 0.0103384 0.0108016 0.0108712 0.0109851 0.0106094 0.0105389 0.0106878 -0.0101082 0.0110971 0.0105289 0.0104399 0.0107048 0.0111346 0.011152 0.0107792 0.0113498 0.0109661 0.0108924 0.0112736 0.0105968 -0.0102123 0.0106622 0.0106983 0.010277 0.0107262 0.0118109 0.0111956 0.0108381 internal_weight=0 5273.74 3360.61 1913.13 1404.61 866.41 508.528 787.734 538.197 5508.22 612.685 440.875 292.793 148.083 67.6521 505.509 69.6017 12.0634 132.586 91.4644 56.0859 405.611 787.038 261.544 231.156 2572.87 339.643 10.6724 424.767 107.176 internal_count=911180 169666 128112 41554 26994 14292 14560 22068 12702 741514 9164 13502 9965 3537 1058 7144 1477 196 2217 1724 742 10485 62954 6144 5240 106044 7178 114 5778 2020 is_linear=0 shrinkage=0.01 Tree=368 num_leaves=31 num_cat=0 split_feature=12 12 12 1 12 1 10 12 12 12 10 1 10 10 10 1 10 10 10 12 10 10 10 1 10 12 12 10 10 10 split_gain=6547.48 485.114 380.1 44.4447 42.0947 30.3622 33.231 29.5144 27.8201 25.77 21.6357 14.9747 28.0921 9.97283 8.42779 14.8212 9.21504 7.08078 6.52844 5.93183 5.91128 5.52675 5.12001 4.26835 4.07784 3.87984 3.65087 3.51937 3.24293 3.15028 threshold=0.036334333941340412 0.97252115607261669 0.00017857718921725002 -390.49999999999994 0.51461192965507518 -390.49999999999994 2.4350000000000005 0.0013712961226701001 0.99989646673202526 6.1143434777477532e-06 3.1150000000000007 -3.4999999999999996 2.4350000000000005 5.8950000000000005 2.7650000000000001 -8.4999999999999982 3.9350000000000005 3.9650000000000003 3.9950000000000006 0.0070173616986721008 5.5250000000000012 2.1250000000000004 5.7950000000000008 -317.49999999999994 8.3400000000000016 0.18897357583045957 0.8784809708595277 5.4750000000000005 5.1050000000000013 6.3850000000000007 decision_type=2 2 2 10 2 10 10 2 2 2 10 8 10 8 10 8 10 10 10 2 8 10 10 10 10 2 2 8 10 8 left_child=2 4 9 10 5 6 -2 20 14 -1 21 26 -13 23 -3 -16 -17 -8 -14 27 -5 -4 28 -11 -12 -7 -6 -9 -19 -18 right_child=1 8 3 7 11 25 17 19 -10 13 24 12 18 -15 15 16 29 22 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00976567229240532 0.0047593500256201734 0.0094190009424422513 0.0017075093048424573 -0.0049931903729362398 0.0051695733871738384 0.0019526854487475201 -0.0016523101104741695 -0.0024767412991151638 0.010182295387699845 -0.0092656627430607128 -0.0081353786128140464 0.0076024980329960105 0.0020210943401595795 -0.0056011996734975523 0.0083165236007891347 0.0067841164845019166 0.00066963246822415517 -0.0052339557129007768 -0.0024288648863332618 0.00015168825640501091 -0.0022633443251572831 -0.003982060348677062 0.0023167550784990005 -0.0078266749011162533 0.0076182133811778588 0.0036162816613341028 0.0070306087124861203 -0.00022238584782187948 -0.0096263779704250946 0.0082457021907920442 leaf_weight=3007.2667476530187 60.54201452434063 276.8639123570174 28.312157154083252 302.97232419811189 266.62547334656119 321.07019514776766 78.791696647182107 224.71113156946376 3079.3325765412301 324.07933968491852 229.85793982632458 73.253161111846566 68.553989320993423 154.90380447404459 341.79190550558269 71.136569799855351 53.318244036287069 62.609603663906455 63.511939914897084 310.09149233810604 107.45897159026936 43.008275894448161 7.2904137587174764 566.38058347627521 1.6549578448757518 248.84470927715302 174.33535190857947 100.09746378194541 22.977051421068609 6.1184316575527182 leaf_count=491840 1511 10582 781 28810 6002 9791 2481 14956 125331 40960 22961 2356 1644 16218 8914 2210 1278 3952 2327 13069 7186 1922 226 76905 36 6061 4112 4612 1977 169 internal_value=0 0.00789691 -0.00776541 -0.00316585 0.00296742 0.00143718 -0.00161077 -0.00218858 0.00976182 -0.00929552 -0.00653921 0.00486666 0.00263589 -0.00794301 0.00803366 0.00722169 0.00435582 -0.00385731 -0.000118939 -0.000837572 -0.00427846 -0.00172347 -0.00572791 -0.00835039 -0.00802276 0.00267907 0.00590534 -0.00178201 -0.00641317 0.00144952 internal_weight=0 5276.97 5400.8 1348.16 1448.41 802.126 232.211 1045.33 3828.56 4052.63 302.833 646.28 205.319 1045.36 749.229 472.365 130.573 171.669 132.066 634.9 410.431 71.3204 92.8771 890.46 231.513 569.915 440.961 324.809 85.5867 59.4367 internal_count=911180 190924 720256 94333 42440 25999 10147 68633 148484 625923 25700 16441 6327 134083 23153 12571 3657 8636 3971 32637 35996 2703 6155 117865 22997 15852 10114 19568 5929 1447 is_linear=0 shrinkage=0.01 Tree=369 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 12 48 12 48 48 48 48 12 6 12 12 12 6 12 5 5 12 12 5 5 12 5 5 12 48 split_gain=6463.17 527.451 340.271 46.5227 32.1415 28.2887 22.7112 22.3465 19.9053 11.9311 9.44323 4.7517 4.19527 3.819 3.6128 3.59525 3.23135 2.68784 2.66031 2.56847 2.52783 2.27583 2.2503 2.12123 2.11505 2.08009 1.90149 1.77895 1.59621 1.50045 threshold=0.026551560498774003 0.97252115607261669 0.00014260681928130004 0.51461192965507518 0.0013712961226701001 0.99989646673202526 1.0000000180025095e-35 6.1143434777477532e-06 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.18897357583045957 1.5000000000000002 0.0070173616986721008 0.99766892194747936 0.8784809708595277 3.5000000000000004 2.522791965020588e-05 3.5000000000000004 1.5000000000000002 0.0043998162727802515 8.8294510192099562e-07 1.5000000000000002 2.5000000000000004 0.13270235061645502 2.5000000000000004 2.5000000000000004 0.18897357583045957 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 10 2 2 10 10 2 10 10 2 2 left_child=2 3 7 6 9 15 13 22 21 -4 17 -9 19 27 23 29 26 -5 -13 -8 -11 -6 -1 -10 -16 -15 -12 28 -2 -3 right_child=1 5 4 10 8 -7 12 11 14 20 16 18 -14 25 24 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0099303167345639824 -0.00035469894638606036 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151.23208757676184 83.562353909946978 320.20163092156872 19.708465340547264 133.13121299166232 142.28352084662765 825.45183975016698 86.179030669853091 24.568655700422823 78.037481307983398 25.725944258272648 12.02191495709121 71.772422513924539 176.9164172001183 leaf_count=365205 3647 5121 18754 5112 7064 125331 9490 46908 10939 22351 4655 41054 5251 4215 8043 13466 3606 2457 39509 838 13477 9265 126635 6225 1435 3216 611 624 2110 4566 internal_value=0 0.00775477 -0.00786015 0.00278949 -0.00347705 0.00975141 0.00129631 -0.0093297 -0.00208607 -0.00521908 0.00483143 -0.00801752 0.00254605 -0.000765611 -0.000991558 0.00800383 0.00583044 0.00336476 -0.00747282 0.00183933 -0.00425977 -0.00455189 -0.00976016 -0.00172789 -3.10158e-05 -0.00192591 0.00508941 0.000223984 0.000490699 0.00724334 internal_weight=0 5320.34 5282.73 1525.85 1326.45 3794.5 881.352 3956.27 737.541 588.911 644.493 977.257 548.752 332.6 510.806 744.527 383.367 261.127 606.912 331.915 404.963 226.734 2979.02 289.151 221.656 153.095 232.135 179.504 167.482 338.783 internal_count=911180 194316 716864 45832 97553 148484 29391 619311 42971 54582 16441 127471 15579 13812 26642 23153 8872 7569 80563 10328 35828 16329 491840 17164 9478 7431 5266 6381 5757 9687 is_linear=0 shrinkage=0.01 Tree=370 num_leaves=31 num_cat=0 split_feature=11 10 6 1 10 1 1 1 10 3 6 3 10 1 6 10 1 6 10 10 5 1 6 5 6 3 10 10 3 10 split_gain=11176.7 2.58309 0.591264 0.493587 0.299163 0.2842 0.199926 0.18645 0.159445 0.151669 0.144232 0.106267 0.0986415 0.0581091 0.0508041 0.0469408 0.0459851 0.0446545 0.0422503 0.0420484 0.0418477 0.0397388 0.0368562 0.0353684 0.0256059 0.0245524 0.0235562 0.0198283 0.0195079 0.0189212 threshold=1.0000000180025095e-35 3.3950000000000005 30.500000000000004 -32.499999999999993 6.1150000000000011 -390.49999999999994 -72.499999999999986 -371.49999999999994 1.0000000180025095e-35 0.23123827392120072 11.500000000000002 0.93782216494845372 3.3950000000000005 -19.499999999999996 9.5000000000000018 5.5450000000000008 -1.0000000180025095e-35 1.5000000000000002 4.5150000000000006 9.7700000000000014 2.5000000000000004 -30.499999999999996 17.500000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 4.2650000000000006 2.2250000000000005 1.0000000180025095e-35 5.245000000000001 decision_type=2 10 2 8 10 10 8 10 10 2 2 2 10 10 2 10 8 2 10 10 10 10 2 10 2 2 10 10 2 10 left_child=12 3 4 8 5 18 10 20 14 29 24 17 16 -8 -2 -9 -1 -11 -3 -12 26 27 -20 -17 -6 -10 -4 -5 -14 -7 right_child=1 2 7 21 6 9 13 15 25 11 19 -13 28 -15 -16 23 -18 -19 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010161453367279272 0.010380921099876809 0.010447350172233898 0.010552603804901098 0.010244741165542692 0.010457225915445893 0.010763581173483208 0.010318750894990425 0.011446487532245246 0.010593424702856166 0.010975247087275281 0.011224752562625413 0.010708641225238583 -0.010149085803071885 0.011865189101938619 0.010689670148047076 0.011114042440889522 -0.010329931843724112 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1116 125 567 4506 632 30985 626513 2375 internal_value=0 0.010502 0.0107977 0.0103324 0.0107152 0.0107977 0.0104802 0.0111796 0.0105686 0.0108971 0.0108175 0.0109879 -0.0101073 0.0103324 0.0104323 0.0113159 -0.0102118 0.0110551 0.0105478 0.0113255 0.0107696 0.0102686 0.010677 0.0111722 0.0105851 0.0107365 0.0107081 0.0102637 -0.0100897 0.0106927 internal_weight=0 5151.71 1877.69 3274.01 1544.24 1143.29 400.949 333.452 696.525 817.697 122.19 566.297 5378.85 278.759 384.364 250.209 773.033 456.45 325.597 38.3498 83.2423 2577.49 142.42 119.094 83.8399 312.161 77.4144 2538.13 4605.82 251.4 internal_count=911180 169666 41554 128112 36547 23418 13129 5007 18832 14393 2595 9126 741514 10534 12228 3225 62954 6896 9025 489 1782 109280 3314 1688 2106 6604 1711 108239 678560 5267 is_linear=0 shrinkage=0.01 Tree=371 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 3 3 0 0 0 0 3 3 48 0 3 3 3 12 3 12 12 3 12 split_gain=11062.3 8.40195 0.99604 0.8786 0.433589 0.143905 0.107322 0.0970174 0.0745625 0.0646284 0.0506748 0.0416924 0.0380636 0.0327451 0.0319713 0.023897 0.0232367 0.0209735 0.0220152 0.0192741 0.0188575 0.0165163 0.015488 0.0123966 0.0123145 0.0120169 0.0119941 0.00994287 0.00985952 0.00927605 threshold=1.0000000180025095e-35 0.068259380757808671 0.00099748477805400022 0.8784809708595277 0.18897357583045957 6.4727209974080338e-05 0.0070173616986721008 0.99894970655441295 0.3781151175498963 0.94052824378013633 0.0043998162727802515 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.96446608946608958 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.96999699969997011 7.4335632689326312e-06 1.0000000180025095e-35 0.00022280584380490002 0.036334333941340412 0.98089094449853953 0.99766892194747936 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=4 2 5 8 10 14 12 -5 16 -6 -1 -7 -4 17 21 26 22 -8 27 -9 23 -2 -3 -14 -23 -10 -13 -19 -24 -11 right_child=1 3 6 7 9 11 13 19 25 29 -12 15 20 -15 -16 -17 -18 18 -20 -21 -22 24 28 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.01006921096425179 0.011820556168017393 0.01065371632484364 0.011173473792935993 0.010404656038858047 -0.01033716064666149 0.011481560744276118 0.010918767974666796 0.010250484899121065 0.010485467389967787 -0.010545254485533348 -0.010173752402995789 0.01215626754680524 0.011644914213833551 0.01093870018968908 0.012006452265983321 0.011642184805342806 0.010660885752127354 0.011338899909645667 0.010950373151626152 0.010308177148452611 0.01129242737991693 0.0126163442180634 0.010927753734167576 0.011294929956832251 0.012362078897723401 0.010623734964833634 0.01192179095008537 0.011155456958525546 0.010698854220550169 -0.010725831178197845 leaf_weight=4399.2646260494366 3.9609146118164054 29.810984034091234 35.196502976119518 576.12359517812729 286.16503702662885 23.73694359511137 23.30798153206706 2497.7204023320228 83.206294486299157 77.052581587806344 518.30571581190452 35.606804594397545 89.670637797564268 64.540004186332226 20.350916177034378 21.486388064920902 76.774723591282964 100.98051695525646 22.765790734440088 753.85957480594516 23.778726872056723 36.273955926299095 155.69638027250767 11.408165894448755 40.109491266310215 257.01477750018239 56.324699945747852 41.768027435988188 21.404673952609301 45.09647549316287 leaf_count=691004 31 537 394 16846 11147 220 318 107630 2008 1820 36764 249 769 888 150 184 1429 1027 296 27257 245 223 2193 115 264 5110 428 489 366 779 internal_value=0 0.010497 0.0115578 0.0103418 -0.0101062 0.0120734 0.0112612 0.0102851 0.0106897 -0.0104194 -0.0100802 0.0118627 0.0114639 0.0111332 0.0123605 0.0119424 0.0108095 0.0111996 0.0112392 0.0102639 0.0115458 0.0124502 0.0108646 0.0116054 0.0124828 0.0105899 0.0120126 0.0112852 0.0109001 -0.0106119 internal_weight=0 5102.88 651.266 4451.61 5325.88 237.85 413.416 3827.7 623.908 408.314 4917.57 137.155 160.054 253.362 100.695 113.418 283.687 188.822 165.514 3251.58 124.858 80.3444 206.912 101.079 76.3834 340.221 91.9315 142.749 177.101 122.149 internal_count=911180 169666 6290 163376 741514 1749 4541 151733 11643 13746 727768 1081 1523 3018 668 861 4525 2130 1812 134887 1129 518 3096 884 487 7118 677 1516 2559 2599 is_linear=0 shrinkage=0.01 Tree=372 num_leaves=31 num_cat=0 split_feature=1 3 2 3 5 3 3 5 1 1 2 1 5 4 4 3 5 5 3 5 5 2 2 2 2 1 1 3 5 4 split_gain=1107.79 213.798 92.0593 91.1287 59.6425 56.8431 73.0814 47.8753 29.6067 30.3855 49.7437 54.2866 27.8897 26.2928 19.416 19.0707 17.604 17.3516 16.5909 13.5465 13.4174 12.5378 12.3846 12.1175 16.3598 11.3602 11.8941 11.1343 10.2475 9.37941 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.019324122479462254 0.50155279503105599 2.5000000000000004 0.49341991341991348 0.25108695652173912 1.5000000000000002 -8.4999999999999982 -65.499999999999986 0.091372912801484213 -64.499999999999986 2.5000000000000004 20.500000000000004 24.500000000000004 0.50155279503105599 2.5000000000000004 3.5000000000000004 0.33248299319727892 2.5000000000000004 1.5000000000000002 0.35310102301790286 0.65858556175923211 0.50144508670520238 0.71068484464172488 -64.499999999999986 -60.499999999999993 0.67574992574992587 8.5000000000000018 29.500000000000004 decision_type=8 2 2 2 10 2 2 10 10 10 2 10 10 8 8 2 10 10 2 10 10 2 2 2 2 10 10 2 10 8 left_child=1 13 14 5 8 6 20 -5 9 15 11 -11 18 16 -3 23 -1 21 -8 -7 29 -9 -20 -4 -25 -15 -27 -12 -22 -2 right_child=3 2 4 7 -6 19 12 17 -10 10 27 -13 -14 25 -16 -17 -18 -19 22 -21 28 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-0.0030973326109464739 0.0045182124173241845 -0.0030441162430632556 -0.00086810475032676044 0.0031125187809682899 -0.0063761357830833722 0.0075786793036217341 -0.0026604137914653624 0.0014086778946810485 -0.0088226053084974228 0.0099965393908899979 -0.0021014765183411618 -0.0052609588860862847 -0.0050811363515309675 0.0011254027977668011 0.0021622525662066535 -0.0047302811084026933 0.0051476470422200417 -0.0051651238523595499 0.0017093001505115745 -0.0030045167208904511 0.0018801545327526109 -0.0028421223129744678 0.0052559441083663864 -0.0044991349906874836 -0.001205590476248539 0.0068712286340689753 0.0025564521027171957 -0.0041227052012909665 0.0082467414690477921 0.0066367312690162709 leaf_weight=169.44479497428983 291.6852581105195 92.29219581047073 225.59572223108262 1140.9689066302963 823.72144031571224 758.25237871706486 65.442220749333501 227.50755065120757 98.719821047503501 65.789639230351895 999.94006847590208 36.124675258528441 60.527246201876551 456.96672576293349 319.93655162397772 1391.0263670422137 30.567508000414819 76.948187243659049 352.05544858984649 12.29070564964786 141.29876648262143 99.836407521739602 136.68216115282848 508.73387195682153 214.3671261491254 80.594681851565838 308.18435588991269 374.65553186833858 30.79063336038962 737.06820535240695 leaf_count=14884 17326 9518 19003 74640 119341 38599 5998 17155 17481 3291 97746 4503 6898 26622 18337 171717 1518 9295 25183 1150 9213 10125 7639 61523 20166 3283 16632 42784 1542 38068 internal_value=0 -0.00269908 -0.00353602 0.00398608 -0.00393033 0.00513413 0.00416828 0.00206475 -0.00341572 -0.00327585 -0.00215259 0.00458835 0.00136408 0.00142331 0.00099662 -0.0039847 -0.00183727 -0.0008922 0.00206803 0.00740987 0.00560374 0.000112229 0.00270117 -0.00289148 -0.00352275 0.00219441 0.00345091 -0.00265238 0.00301928 0.00603606 internal_weight=0 6196.66 5150.9 4131.35 4738.67 2586.09 1815.55 1545.26 3914.95 3816.23 1476.51 101.914 614.707 1045.76 412.229 2339.72 200.012 404.292 554.18 770.543 1200.84 327.344 488.738 948.697 723.101 845.746 388.779 1374.6 172.089 1028.75 internal_count=911180 648349 585410 262831 557555 151616 111867 111215 438214 420733 148324 7794 45718 62939 27855 272409 16402 36575 38820 39749 66149 27280 32822 100692 81689 46537 19915 140530 10755 55394 is_linear=0 shrinkage=0.01 Tree=373 num_leaves=31 num_cat=0 split_feature=6 48 3 48 3 2 0 3 2 4 5 3 3 5 0 2 19 6 5 5 19 19 6 2 6 6 5 3 6 2 split_gain=937.079 372.961 117.658 108.971 65.7187 41.066 52.3402 41.5409 40.4309 47.2292 38.5915 38.2309 29.4855 23.5556 23.5113 23.2699 20.8924 18.5627 20.4025 18.3937 16.8954 14.3418 14.2817 13.525 13.2029 12.4052 12.0841 11.9947 11.7385 11.3729 threshold=3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.51530771633864425 0.091372912801484213 1.0000000180025095e-35 0.22271825396825398 0.087337909992372217 26.500000000000004 3.5000000000000004 0.49341991341991348 0.33477011494252878 1.5000000000000002 1.0000000180025095e-35 0.028778467908902653 1.0000000180025095e-35 31.500000000000004 2.5000000000000004 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 0.20112359550561798 353.50000000000006 0.74891304347826104 decision_type=2 2 2 2 2 2 2 2 2 8 10 2 2 10 2 2 2 2 10 10 2 2 2 2 2 2 10 2 2 2 left_child=1 4 -2 10 11 8 7 -7 9 22 14 12 21 16 20 26 24 19 -19 -17 28 25 -3 -15 -6 29 -5 -22 -4 -1 right_child=2 5 3 15 13 6 -8 -9 -10 -11 -12 -13 -14 23 -16 17 -18 18 -20 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0051628126065872675 0.0030323282811510833 -0.0018075406474290965 -0.0011357005459591628 -0.00026032362151309915 0.004682519903599182 0.0017881312624949139 0.0015801274092526142 -0.0030527732588479838 0.0089277092893076532 0.0021745336098289193 -0.0070504795151397097 0.0077073397262545865 0.0015827193091060596 0.0046751139097601039 0.0031118951210475803 -0.0045181083238445439 -0.0051531013354567667 -0.0054279128902240594 -0.0082179679845357078 0.0045900628000639541 0.0039282738335661774 -0.00019477279599121539 -0.0080898881115662354 -0.0015703163418737465 0.0013046521153417571 0.0019397271232234163 -0.0075930010491301134 -0.0064785051036268171 -0.005148043713504206 0.0071614231064256826 leaf_weight=706.38604548573494 263.24325421312824 119.89641522150487 1187.2436843677424 136.45503597147763 500.97347909770906 215.73993078200147 529.59831738378853 993.96799539029598 69.186334842350334 669.9756068973802 129.77494490239769 743.0871460121125 223.09300726326182 43.732041634153575 108.75588368903846 967.04493029462174 26.515487099066377 1114.8027988425456 342.65324715850875 22.692394180689007 12.39910096907988 42.543350048363209 51.827416580170393 167.41937769576907 150.46841525752097 81.711285052355379 26.905851505696774 103.74092991696671 77.686022283043712 476.96627084584907 leaf_count=38917 14415 9806 111732 10667 28186 11453 33599 99632 3708 37020 18847 37742 15304 2285 6858 119568 2920 151711 59969 1271 811 3033 8116 14578 10422 5224 4020 15171 10059 24136 internal_value=0 0.00262633 -0.00345436 -0.00385802 0.00494492 -0.000140816 -0.00104165 -0.00218944 0.0015793 0.000975275 -0.00182033 0.00584629 0.00494284 0.00263977 -0.00136474 -0.00512222 0.00354814 -0.00536616 -0.00608387 -0.00430928 -0.00171727 0.00551611 -0.0037036 -0.000276811 0.00390231 0.00570817 -0.00146803 -0.00536748 -0.00138212 0.00596838 internal_weight=0 5813.09 4493.4 4230.15 3162.9 2650.19 1739.31 1209.71 910.886 841.699 1619.6 2273.79 1530.7 889.109 1489.83 2610.55 677.957 2447.19 1457.46 989.737 1381.07 1307.61 171.724 211.151 651.442 1265.06 163.361 116.14 1264.93 1183.35 internal_count=911180 386081 525099 510684 182747 203334 144684 111085 58650 54942 163478 124356 86614 58391 144631 347206 41528 332519 211680 120839 137773 71310 17922 16863 38608 68277 14687 15982 121791 63053 is_linear=0 shrinkage=0.01 Tree=374 num_leaves=31 num_cat=0 split_feature=10 1 10 10 10 1 2 10 1 1 10 1 10 1 10 2 1 10 1 1 2 1 10 10 1 10 3 2 10 10 split_gain=2645.92 285.072 123.563 107.731 125.585 113.737 100.244 67.9263 44.7955 43.4471 41.0178 38.001 32.9789 31.2699 34.9763 29.4743 28.5592 46.0371 27.3619 25.553 21.5357 18.3215 16.5719 17.2996 16.1722 15.5608 15.5112 15.3151 13.2465 10.0455 threshold=3.1750000000000003 -32.499999999999993 3.8350000000000004 6.0750000000000011 9.7700000000000014 -71.499999999999986 0.019324122479462254 3.1750000000000003 -37.499999999999993 -361.49999999999994 2.1250000000000004 -59.499999999999993 4.995000000000001 -1.0000000180025095e-35 4.9850000000000012 0.98936170212765973 -287.49999999999994 7.6900000000000004 -147.49999999999997 -380.49999999999994 0.2573593073593074 -3.4999999999999996 4.495000000000001 4.4750000000000005 -53.499999999999993 4.9050000000000011 0.24165739710789766 0.012270400481782552 2.7350000000000008 6.2550000000000008 decision_type=10 8 10 10 10 10 2 8 8 10 10 10 10 8 10 2 10 10 10 10 2 8 10 10 10 10 2 2 10 10 left_child=1 7 9 6 5 16 8 28 -4 -2 -3 -7 13 -8 22 19 17 -5 -6 -14 -16 -12 23 -15 -13 -10 29 -11 -1 -18 right_child=2 10 3 4 18 11 12 -9 25 27 21 24 15 14 20 -17 26 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0014834583785220011 0.0027909233711996139 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9.6515873204916698 64.78040100960061 227.88195664063096 1802.8439904106781 7.4917102456092826 852.16237670183182 261.64262466039509 27.698063235729933 70.008582780137658 163.10951531818137 396.89211900439113 316.08698700275272 273.39162071421742 39.688727481756359 leaf_count=14863 16927 79455 27054 14250 765 10233 137334 20269 6336 4307 1990 1299 67788 14440 1258 4904 1197 2666 42309 254003 931 36322 26430 1524 4752 16434 49125 29712 20097 2206 internal_value=0 0.00680133 -0.00379353 -0.0042731 -0.00160648 1.38354e-05 -0.004958 0.00233959 -0.00148994 9.50065e-05 0.00854766 0.00503433 -0.0055739 -0.00446793 -0.00244607 -0.00632211 -0.00233917 0.000708351 -0.00803633 -0.00652204 0.00621408 0.00679316 -0.00322519 -0.00116087 -0.000518801 -0.00478325 -0.0037687 -0.00212036 -6.86798e-05 0.00151913 internal_weight=0 3658.68 6626.04 5898.58 1205.42 962.794 4693.16 1029.19 707.768 727.459 2629.5 307.243 3985.39 1608.2 518.372 2377.19 655.551 209.318 242.624 2302.94 42.7868 884.348 475.585 213.943 87.9537 260.818 446.232 399.319 547.803 49.3403 internal_count=911180 172996 738184 687238 128802 85728 558436 55229 49824 50946 117767 16284 508612 181917 44583 326695 69444 16916 43074 321791 2189 38312 42394 15964 6051 22770 52528 34019 34960 3403 is_linear=0 shrinkage=0.01 Tree=375 num_leaves=31 num_cat=0 split_feature=12 12 12 12 48 12 12 48 12 48 12 48 12 12 12 12 12 12 5 6 5 12 3 5 6 5 5 5 6 48 split_gain=6161.48 512.272 336.301 44.3325 32.3775 28.3795 23.2801 23.2025 22.6146 9.82833 9.08937 4.95401 3.99623 3.54125 3.48898 3.48156 3.11959 2.66277 2.4206 2.39364 2.37451 2.30276 2.29009 2.05956 1.9736 1.9646 1.94981 1.79808 1.68783 1.6144 threshold=0.026551560498774003 0.97252115607261669 0.00014260681928130004 0.51461192965507518 1.0000000180025095e-35 0.99989646673202526 0.0013712961226701001 1.0000000180025095e-35 6.1143434777477532e-06 1.0000000180025095e-35 0.0023884368129074005 1.0000000180025095e-35 0.18897357583045957 0.99766892194747936 0.13270235061645502 0.0070173616986721008 0.8784809708595277 2.522791965020588e-05 3.5000000000000004 3.5000000000000004 1.5000000000000002 8.8294510192099562e-07 0.51530771633864425 2.5000000000000004 1.5000000000000002 2.5000000000000004 1.5000000000000002 2.5000000000000004 32.500000000000007 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 10 2 2 10 2 10 10 10 2 2 left_child=2 3 8 7 10 13 20 14 21 19 -4 -10 18 29 24 26 27 -13 -9 22 -6 -1 -5 -16 -2 -17 -8 -11 -12 -3 right_child=1 5 4 9 6 -7 15 12 11 16 28 17 -14 -15 23 25 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.009922753964624411 -0.00081787977937588553 0.0064519442888395463 -0.0071375654051632747 0.0047167799671361298 -0.0036218824357744941 0.010164207132655707 -0.0011057531466704066 0.0020966570109155888 -0.0088879641017646348 0.0053973990169218066 -0.003625632334418497 -0.0081105724492379176 0.0036425827362209051 0.0085921983572499368 0.00047549018759204971 0.00037277447077685015 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13466 5592 8043 3606 39509 838 2457 13477 126635 1529 650 4215 1435 6225 611 3359 4566 internal_value=0 0.00770421 -0.00780663 0.0027734 -0.00340554 0.00972551 -0.0023472 0.0013023 -0.00930365 0.00478998 -0.00576692 -0.00796361 0.00257679 0.00795095 -0.000804656 -0.000914403 0.00581841 -0.00739734 0.00188036 0.00327385 -0.00416342 -0.00974673 0.00394069 0.00017803 -0.00189486 3.77325e-05 -0.00164559 0.00508331 -0.00411298 0.00718668 internal_weight=0 5139.86 5104.37 1494.39 1295.55 3645.47 894.605 864.062 3808.81 630.33 400.948 946.439 538.392 722.577 325.67 500.088 375.572 586.898 325.62 254.758 394.517 2862.37 172.92 171.281 154.389 217.224 282.864 227.542 181.697 329.663 internal_count=911180 194316 716864 45832 97553 148484 62470 29391 619311 16441 35083 127471 15579 23153 13812 26642 8872 80563 10328 7569 35828 491840 5112 6242 7570 9478 17164 5266 12777 9687 is_linear=0 shrinkage=0.01 Tree=376 num_leaves=31 num_cat=0 split_feature=11 10 10 10 2 10 10 10 2 10 5 2 10 10 5 5 5 2 10 10 10 4 5 2 5 10 2 10 2 2 split_gain=10790.1 2.54293 0.234951 0.21075 0.166472 0.169949 0.135042 0.0979385 0.0895793 0.0689835 0.109752 0.0574868 0.0548772 0.0717515 0.034607 0.0497012 0.0343617 0.0320439 0.0283126 0.0372768 0.0272066 0.026062 0.0252392 0.0239498 0.0204365 0.0168153 0.0223576 0.0161761 0.0156077 0.0155603 threshold=1.0000000180025095e-35 3.3950000000000005 6.0550000000000006 9.0500000000000025 1.0000000180025095e-35 4.995000000000001 2.5450000000000004 3.3950000000000005 0.68438714235252573 6.9850000000000012 1.5000000000000002 0.77442071785552036 4.9850000000000012 3.8350000000000004 3.5000000000000004 5.5000000000000009 2.5000000000000004 0.35737937559129612 4.5750000000000011 4.4750000000000005 4.495000000000001 17.500000000000004 15.500000000000002 0.48846085567193326 5.5000000000000009 6.6150000000000011 0.13363095238095238 5.1950000000000012 0.21889880952380952 0.96213569039656011 decision_type=2 10 10 10 2 10 10 10 2 10 10 2 10 10 10 8 10 2 10 10 10 8 10 2 10 10 2 10 2 2 left_child=7 6 4 9 -3 12 -2 -1 21 11 -11 14 13 17 25 -16 18 -6 19 -15 -21 -7 24 -23 -5 -4 -27 -10 -20 -9 right_child=1 2 3 22 5 8 -8 29 27 10 -12 -13 -14 16 15 -17 -18 -19 28 20 -22 23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.010210636129405213 0.01028338042859892 0.010665243114498645 0.010677843856596788 0.011162891467363807 0.010900853425207292 0.010868000988382124 0.010432328742817505 -0.010084447131947054 0.011010148228051941 0.010817592936614915 0.010318400077589955 0.010377190227964019 0.010448159072233372 0.010884393616545449 0.011725903539287657 0.010311591993423425 0.011291670530342985 0.010574965122904172 0.011276049522893367 0.010319276940366875 0.010796661047490861 0.011243478327376455 0.012468705297007792 0.011063029648154522 0.010579083186133532 0.010623018453161801 0.011259705632600177 0.010689249138312627 0.010952947123687854 -0.01020143733639259 leaf_weight=756.25838129641488 2317.5097347795963 331.84334739483893 84.963543824851513 57.826263437047601 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1341.84 1010 3143.02 5195.57 421.807 428.324 264.616 163.708 588.194 549.777 119.412 11.9578 392.069 157.708 369.648 203.193 47.7948 341.803 65.8968 311.327 64.516 107.454 22.4907 80.0039 166.455 4439.31 internal_count=911180 169666 41554 14788 26766 19385 128112 741514 6586 13730 9653 4077 12799 11659 2536 206 7623 4036 7305 4481 1439 4964 1058 4426 1046 2330 406 1622 2824 678560 is_linear=0 shrinkage=0.01 Tree=377 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 10 10 12 12 12 12 12 12 10 10 10 10 1 12 1 1 10 6 1 10 6 1 6 split_gain=10679.6 8.20901 0.991309 0.848077 0.422242 0.198272 0.189939 0.119498 0.113842 0.0907041 0.0783723 0.0648558 0.0638483 0.0486277 0.0483603 0.0321025 0.0293666 0.0252013 0.0248234 0.0217243 0.0205878 0.0194556 0.0186119 0.0191432 0.0183092 0.0179694 0.0229614 0.0164861 0.0160919 0.0152699 threshold=1.0000000180025095e-35 0.068259380757808671 0.00099748477805400022 0.8784809708595277 0.18897357583045957 3.2050000000000005 3.1450000000000005 3.2950000000000004 2.8850000000000002 6.4727209974080338e-05 0.0089773964136838514 0.3781151175498963 0.94052824378013633 0.0043998162727802515 0.99766892194747936 1.3750000000000002 2.6750000000000003 1.0000000180025095e-35 3.3950000000000005 -375.49999999999994 0.0070173616986721008 -32.499999999999993 -367.49999999999994 3.8350000000000004 3.5000000000000004 -371.49999999999994 3.9050000000000007 3.5000000000000004 -351.49999999999994 3.5000000000000004 decision_type=2 2 2 2 2 10 10 10 10 2 2 2 2 2 2 10 10 10 10 10 2 8 10 10 2 10 10 2 10 2 left_child=4 2 6 8 13 15 17 21 -3 27 29 25 16 -1 -9 -4 -6 -2 -14 -12 -17 -5 23 -13 -11 26 -10 -8 -19 -7 right_child=1 3 5 7 12 10 9 14 11 24 19 22 18 -15 -16 20 -18 28 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010066968499089611 0.011335060941797646 0.010451203671326063 0.010754709619244974 0.010304091217898636 -0.010575434899855215 0.011471985013480577 0.012270333292995072 0.010478902832273006 0.010815757348953474 0.011859311595993689 0.011601781273439147 0.010601559197255432 -0.010833467796821065 -0.010170683358804956 0.010324639045422464 0.011308776163577559 -0.010289933748353366 0.011307015040375236 -0.010516802358943157 0.011204839794163772 0.010941133125148557 0.010227507119729664 0.010610269319490251 0.01105541904039797 0.012136353613160135 0.01085196171222916 0.011381238867477921 0.012567433206760884 0.011872206556186983 0.01169358788685362 leaf_weight=4236.4894167296588 26.822533756494522 163.22552860528231 61.641244955360889 389.49446326866746 42.433567037805915 63.170930348336697 28.67556793987751 275.27845824696124 13.312152277678253 43.353119187057018 15.298503205180166 16.808986678719521 34.763949140906334 506.06714401394129 776.30372731946409 23.591763451695442 238.66086204908788 6.3571770936250713 85.978749960660934 139.61645038053393 42.985551033169031 2236.1852231901139 203.1323829125613 20.784811824560165 53.040038384497166 178.09448037296534 15.589819580316542 53.56749327480793 24.266908742487431 61.238019250333309 leaf_count=691004 270 4261 1014 14032 877 577 193 6626 201 334 133 331 517 36764 26970 238 10270 63 2082 1503 568 104105 3890 252 371 2556 152 332 186 508 internal_value=0 0.0104903 0.0115434 0.0103323 -0.0101044 0.0112447 0.012059 0.0102749 0.0106773 0.0122199 0.0113941 0.0107597 -0.0104156 -0.010078 0.010365 0.0109192 -0.010333 0.0115589 -0.010608 0.011244 0.0110714 0.0102389 0.0106481 0.0108525 0.0120118 0.0108895 0.0111208 0.0124638 0.0117549 0.0115811 internal_weight=0 4931.84 643.625 4288.21 5144.39 407.542 236.083 3677.26 610.948 178.636 279.324 447.723 401.837 4742.56 1051.58 128.219 281.094 57.4466 120.743 154.915 66.5773 2625.68 240.726 37.5938 96.3932 206.996 28.902 82.2431 30.6241 124.409 internal_count=911180 169666 6290 163376 741514 4541 1749 151733 11643 1230 2721 7382 13746 727768 33596 1820 11147 519 2599 1636 806 118137 4473 583 705 2909 353 525 249 1085 is_linear=0 shrinkage=0.01 Tree=378 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 6 6 6 6 6 1 6 6 12 6 2 2 12 1 0 2 2 1 2 split_gain=10570.2 7.94874 0.957403 0.822112 0.409609 0.141388 0.101543 0.0916471 0.0696784 0.0618956 0.0471875 0.0469831 0.0410842 0.0401607 0.0359488 0.0299391 0.0241873 0.017388 0.0145857 0.0143014 0.0138114 0.0135515 0.0135016 0.0134889 0.0122845 0.0108615 0.0100955 0.0119232 0.00951103 0.00913778 threshold=1.0000000180025095e-35 0.068259380757808671 0.00099748477805400022 0.8784809708595277 0.18897357583045957 4.1274226532550535e-05 0.0070173616986721008 0.99894970655441295 0.3781151175498963 0.94052824378013633 0.0043998162727802515 3.5000000000000004 3.5000000000000004 2.5000000000000004 1.5000000000000002 4.5000000000000009 -32.499999999999993 4.5000000000000009 4.5000000000000009 0.00019807765784200004 7.5000000000000009 0.88956639566395668 0.045804195804195758 0.00022280584380490002 -344.49999999999994 1.0000000180025095e-35 0.055738304093567205 0.71483516483516496 -83.499999999999986 0.023937770392229853 decision_type=2 2 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 8 2 left_child=4 2 5 8 10 14 13 18 15 -6 -1 23 25 21 24 -3 -9 -10 -5 -13 -18 29 -14 -7 -2 26 -8 -28 -15 -4 right_child=1 3 6 7 9 11 12 16 17 -11 -12 19 22 28 -16 -17 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.010066298797339538 0.011610058758002926 0.010710861537225485 0.011170183827601014 0.010357151164132978 -0.010329637902039144 0.011827806887620177 0.010869188900156646 0.010304218670201631 0.010522000748090158 -0.010601631149589601 -0.010168970298756708 0.012196070364205652 0.010997855450091862 0.011753459819268617 0.012495697227945092 0.010929221816629255 0.010225788059687253 0.010677600314181135 0.010469359545730233 0.011912099185551001 0.010291024640266154 0.01096264972592164 0.011304407337407634 0.011553452527952408 0.012157494472904349 0.010883097682104636 0.011186698144804885 0.010844270239110372 0.011515550592854494 0.011409444076348467 leaf_weight=4194.6132908356376 5.0110407918691662 179.14418709091842 23.569541644304991 389.42195692844689 278.38849055767059 30.753533504903316 20.576920878142118 666.64593257755041 223.6693426258862 119.61247158236802 501.11567259347066 29.34245689958334 17.16826394200325 26.59244928508997 58.798342168331146 96.674534011632204 2034.5773064307868 105.78419823758304 164.89869001321495 44.832199543714523 386.1176497656852 11.48165252432227 88.066936951130629 42.945777200162411 22.524762988090515 54.64296006783843 54.261961359530687 12.513438642024992 45.649526368826628 49.457482732832432 leaf_count=691004 44 3194 261 12700 11147 244 291 24495 5205 2599 36764 202 212 213 372 1331 95884 1913 4146 342 14508 150 911 388 157 791 619 194 419 480 internal_value=0 0.0104852 0.0115258 0.0103289 -0.0101034 0.0120345 0.0112309 0.0102721 0.0106701 -0.0104114 -0.0100773 0.0118468 0.0111047 0.01143 0.0123561 0.0107874 0.0102509 0.010572 0.0103905 0.0120244 0.0102362 0.011282 0.0112544 0.0116679 0.0120579 0.0109937 0.0110629 0.0111225 0.0116031 0.0113322 internal_weight=0 4885.12 638.189 4246.93 5093.73 234.208 403.981 3641.66 605.272 398.001 4695.73 147.874 247.23 156.751 86.3341 275.819 3087.34 329.454 554.321 74.1747 2420.69 84.5087 105.235 73.6993 27.5358 141.995 87.3523 66.7754 72.242 73.027 internal_count=911180 169666 6290 163376 741514 1749 4541 151733 11643 13746 727768 1176 3018 1523 573 4525 134887 7118 16846 544 110392 891 1123 632 201 1895 1104 813 632 741 is_linear=0 shrinkage=0.01 Tree=379 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 0 2 2 2 2 0 0 2 0 0 2 2 12 2 0 12 2 12 12 split_gain=10462 7.69741 0.924745 0.797099 0.397414 0.136327 0.0981798 0.0888847 0.0675094 0.0600111 0.0457899 0.0348558 0.0321776 0.0299248 0.0260853 0.0262029 0.0257413 0.0255461 0.0226434 0.0219427 0.0189428 0.0159678 0.0152117 0.0140501 0.013887 0.0106326 0.0105445 0.00926203 0.00919821 0.0088161 threshold=1.0000000180025095e-35 0.068259380757808671 0.00099748477805400022 0.8784809708595277 0.18897357583045957 4.1274226532550535e-05 0.0070173616986721008 0.99894970655441295 0.3781151175498963 0.94052824378013633 0.0043998162727802515 1.0000000180025095e-35 0.023937770392229853 0.98936170212765973 0.94494949494949509 0.023937770392229853 1.0000000180025095e-35 1.0000000180025095e-35 0.028778467908902653 1.0000000180025095e-35 1.0000000180025095e-35 0.012270400481782552 0.98936170212765973 0.00022280584380490002 0.012270400481782552 1.0000000180025095e-35 0.99999827146530174 0.73368794326241138 0.036334333941340412 5.1029428504989491e-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 2 2 2 2 left_child=4 2 5 8 10 16 14 -5 19 -6 -1 13 -8 18 15 -4 24 22 -7 21 -17 -3 28 -20 -2 -10 -9 -23 -14 -26 right_child=1 3 6 7 9 11 12 26 25 -11 -12 -13 17 -15 -16 20 -18 -19 23 -21 -22 27 -24 -25 29 -27 -28 -29 -30 -31 leaf_value=-0.010065635810589262 0.011990698849403181 0.010644439043286465 0.011209670124723627 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137.37664312124252 10.207189351320265 49.79607954621315 26.790996216237545 97.31668246909976 2317.5299644730985 25.862081592902541 40.895087521523237 34.668054729700089 leaf_count=691004 51 668 361 16846 11147 138 840 29573 4679 2599 36764 305 1040 67 173 775 128 492 284 1429 214 1950 152 382 165 2439 105314 478 494 229 internal_value=0 0.0104802 0.0115085 0.0103255 -0.0101023 0.0120103 0.0112173 0.0102694 0.0106631 -0.0104072 -0.0100765 0.0118252 0.0110926 0.0119098 0.0114139 0.0114538 0.0123273 0.0111577 0.0119494 0.0107791 0.0115294 0.0108334 0.0112142 0.0120111 0.0124144 0.010566 0.0102483 0.0108757 0.0112413 0.0124623 internal_weight=0 4838.82 632.786 4206.04 5043.56 232.342 400.444 3606.4 599.643 394.199 4649.36 146.668 245.035 112.756 155.409 141.941 85.6736 185.22 106.462 273.284 108.376 199.775 150.453 90.2714 68.4099 326.358 3057.38 163.239 140.246 61.4591 internal_count=911180 169666 6290 163376 741514 1749 4541 151733 11643 13746 727768 1176 3018 871 1523 1350 573 2178 804 4525 989 3096 1686 666 445 7118 134887 2428 1534 394 is_linear=0 shrinkage=0.01 Tree=380 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 10 10 12 12 12 12 12 12 2 10 2 2 10 2 10 10 12 2 48 10 6 48 6 split_gain=10354.8 7.45411 0.893199 0.772833 0.385583 0.179871 0.171273 0.109091 0.103706 0.0812444 0.0708247 0.0589383 0.0581845 0.0444338 0.0440991 0.033672 0.0291594 0.0289324 0.0276014 0.026815 0.0251139 0.0227828 0.0226276 0.0186349 0.0152722 0.0146341 0.013499 0.0117019 0.0114903 0.0111866 threshold=1.0000000180025095e-35 0.068259380757808671 0.00099748477805400022 0.8784809708595277 0.18897357583045957 3.2050000000000005 3.1450000000000005 3.2950000000000004 2.8850000000000002 6.4727209974080338e-05 0.0089773964136838514 0.3781151175498963 0.94052824378013633 0.0043998162727802515 0.99766892194747936 0.045804195804195758 1.3750000000000002 0.028778467908902653 0.028778467908902653 2.6750000000000003 0.012270400481782552 1.0000000180025095e-35 3.3950000000000005 0.0070173616986721008 0.023937770392229853 1.0000000180025095e-35 2.6750000000000003 6.5000000000000009 1.0000000180025095e-35 24.500000000000004 decision_type=2 2 2 2 2 10 10 10 10 2 2 2 2 2 2 2 10 2 2 10 2 10 10 2 2 2 10 2 2 2 left_child=4 2 6 8 13 16 21 25 -3 24 18 20 19 -1 -9 -12 -4 -11 -7 -6 -10 29 -14 -18 -8 -5 -15 -26 -13 -2 right_child=1 3 5 7 12 10 9 14 11 17 15 28 22 26 -16 -17 23 -19 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31 leaf_value=-0.010064979526031827 0.011161991860561707 0.010437175404840666 0.010730312139685134 0.010220592576521395 -0.010557853466749329 0.011259778344265914 0.012050384565353917 0.010464232104979671 0.010672977439932086 0.011608496782208926 0.010948262955283845 0.01074543408346859 -0.010807411064541394 -0.010294670696142521 0.010314800514634622 0.011290798100365696 0.011265151163876164 0.012033797106027222 0.01161271034603447 -0.010281178259829713 0.010927492327366674 0.011693829714355354 -0.010500871220147773 0.010910669905124366 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0.00631495 0.006061 0.00603758 0.00596069 0.00565828 0.00464905 0.00464072 threshold=1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 30.500000000000004 23.500000000000004 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 29.500000000000004 22.500000000000004 19.500000000000004 1.0000000180025095e-35 29.500000000000004 12.500000000000002 340.50000000000006 1.5000000000000002 97.500000000000014 1.0000000180025095e-35 353.50000000000006 1.0000000180025095e-35 27.500000000000004 1.0000000180025095e-35 3.5000000000000004 20.500000000000004 332.50000000000006 1813.0000000000002 1.0000000180025095e-35 1.0000000180025095e-35 16.500000000000004 659.50000000000011 decision_type=2 2 2 2 2 2 2 2 10 8 8 2 2 2 2 2 2 2 2 2 10 2 2 8 2 2 2 2 10 2 left_child=6 2 5 4 11 7 -1 28 9 16 26 13 -6 27 20 17 21 -4 19 -10 -11 -5 -12 -24 -18 29 -7 -3 -2 -16 right_child=1 3 15 8 12 10 -8 -9 18 14 22 -13 -14 -15 25 -17 24 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 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141490 28176 12906 75261 741514 52903 15270 8376 22358 8357 4549 7052 6471 66229 1905 60633 6894 6512 5932 824 18499 5673 1081 539 3859 3349 52572 524 is_linear=0 shrinkage=0.01 Tree=382 num_leaves=31 num_cat=0 split_feature=12 12 12 1 1 12 12 12 12 12 1 12 12 12 12 0 12 1 12 6 12 5 5 5 5 6 6 6 6 2 split_gain=5712.98 482.923 318.823 41.787 41.5623 27.4208 26.2202 25.4239 21.9293 18.7463 6.158 5.8526 4.38028 3.5851 3.37206 2.81343 2.67979 2.50375 2.3574 2.25962 2.25404 2.2459 2.06244 1.94092 1.93859 1.81449 2.35413 1.80165 1.72417 1.6793 threshold=0.026551560498774003 0.97252115607261669 0.00014260681928130004 -1.0000000180025095e-35 -390.49999999999994 0.99989646673202526 0.65440738201141369 0.0013712961226701001 6.1143434777477532e-06 0.51461192965507518 -348.49999999999994 0.18897357583045957 0.0089773964136838514 0.0043998162727802515 0.99766892194747936 1.0000000180025095e-35 0.2688089013099671 -8.4999999999999982 3.4846319977077662e-05 1.0000000180025095e-35 8.8294510192099562e-07 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17.8199 13.5015 8.74855 8.1589 11.415 11.4616 6.3992 6.3319 5.75637 5.0109 4.81083 4.66412 4.66322 3.8909 3.50564 3.34003 3.08145 3.04706 2.90421 2.77401 threshold=0.026551560498774003 0.97252115607261669 0.00014260681928130004 -390.49999999999994 -1.0000000180025095e-35 2.4350000000000005 0.99989646673202526 0.65440738201141369 0.0013712961226701001 6.1143434777477532e-06 2.9150000000000005 3.9650000000000003 5.8950000000000005 2.1250000000000004 -8.4999999999999982 3.9350000000000005 5.5250000000000012 5.7250000000000005 0.18897357583045957 4.9150000000000009 5.4750000000000005 2.4350000000000005 0.65440738201141369 -351.49999999999994 8.3400000000000016 2.1250000000000004 0.0089773964136838514 0.2688089013099671 6.3850000000000007 4.1150000000000011 decision_type=2 2 2 10 8 10 2 2 2 2 10 10 8 10 8 10 8 10 2 10 8 8 2 10 10 10 2 2 8 10 left_child=2 4 9 10 7 21 13 18 16 -1 25 22 23 -3 -15 -16 -5 19 -2 27 26 -6 -7 -11 29 -4 -10 -13 -17 -12 right_child=1 6 3 8 5 11 -8 -9 20 12 24 17 -14 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269.312 296.771 881.083 673.964 467.995 146.45 417.196 154.039 662.278 139.424 532.937 124.574 142.731 749.994 220.042 49.2709 372.111 73.7467 54.8302 218.548 internal_count=911180 194316 716864 97553 45832 17700 148484 28132 71404 619311 26149 13754 127471 23153 14070 4775 40912 9347 19982 8855 30492 3946 4407 112010 24179 1970 23327 3986 1447 24142 is_linear=0 shrinkage=0.01 Tree=384 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 10 10 12 12 12 12 12 12 2 2 10 2 2 10 10 12 1 10 1 2 1 10 12 split_gain=10007.2 7.22627 0.89547 0.72717 0.377322 0.16972 0.167616 0.098737 0.0962357 0.084305 0.076822 0.0578847 0.0559089 0.0425651 0.0410184 0.0322231 0.0279976 0.0257715 0.0256769 0.0234505 0.0226668 0.0222703 0.018571 0.0167607 0.0165247 0.0158768 0.0149636 0.0140692 0.0127965 0.0111174 threshold=1.0000000180025095e-35 0.068259380757808671 0.00099748477805400022 0.8784809708595277 0.18897357583045957 2.8850000000000002 3.1450000000000005 3.2950000000000004 2.8850000000000002 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leaf_count=691004 270 4261 505 14032 877 319 88 6626 910 173 546 517 331 2821 26970 1270 532 10270 864 1999 63 2082 1037 3890 252 104105 192 186 33943 245 internal_value=0 0.0104667 0.0114721 0.0103118 -0.0100995 0.011181 0.0119687 0.0102565 0.0106394 0.0121219 0.0113027 -0.0103996 0.0107171 -0.0100735 0.0103411 0.0111577 0.0119176 -0.010319 0.0114845 0.0108405 0.0114905 -0.0105858 0.010824 0.0106105 0.0108089 0.0102226 0.0123599 0.0116791 -0.0101623 0.012418 internal_weight=0 4638.14 619.457 4018.69 4829.4 390.556 228.901 3439.06 579.628 173.386 291.275 385.605 425.063 4443.8 985.492 162.015 93.3003 269.089 129.26 197.103 55.5155 116.516 99.2807 227.96 35.8812 2453.57 80.0854 29.6656 480.763 67.8128 internal_count=911180 169666 6290 163376 741514 4541 1749 151733 11643 1230 2999 13746 7382 727768 33596 1816 705 11147 1183 2909 519 2599 1542 4473 583 118137 525 249 36764 437 is_linear=0 shrinkage=0.01 Tree=385 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 10 10 12 12 12 12 12 12 10 10 10 10 12 1 12 3 1 10 3 3 1 1 10 split_gain=9904.76 6.99784 0.865009 0.704967 0.366041 0.164188 0.16173 0.0957589 0.0932359 0.081361 0.0668778 0.056117 0.0541558 0.0413004 0.0397696 0.0270077 0.024983 0.0218932 0.0215721 0.0201567 0.019603 0.0176367 0.0165407 0.0162387 0.0160023 0.0156218 0.0175361 0.0153984 0.0146317 0.0165747 threshold=1.0000000180025095e-35 0.068259380757808671 0.00099748477805400022 0.8784809708595277 0.18897357583045957 3.2050000000000005 3.1450000000000005 3.2950000000000004 2.8850000000000002 0.00015983601042530003 0.0089773964136838514 0.94052824378013633 0.3781151175498963 0.0043998162727802515 0.99766892194747936 1.3750000000000002 2.6750000000000003 1.0000000180025095e-35 3.3950000000000005 7.4335632689326312e-06 -375.49999999999994 0.0070173616986721008 1.0000000180025095e-35 -367.49999999999994 3.8350000000000004 1.0000000180025095e-35 0.96999699969997011 -32.499999999999993 -371.49999999999994 3.9050000000000007 decision_type=2 2 2 2 2 10 10 10 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0.0108785 0.0111141 internal_weight=0 4594.11 614.183 3979.92 4781.82 387.119 227.064 3405.7 574.222 172.02 265.611 381.918 421.13 4399.9 976.014 121.508 266.495 55.0436 115.423 103.869 146.943 63.2344 195.303 225.828 35.5524 118.669 97.6848 2429.69 154.8 22.5343 internal_count=911180 169666 6290 163376 741514 4541 1749 151733 11643 1230 2721 13746 7382 727768 33596 1820 11147 519 2599 698 1636 806 2909 4473 583 1085 866 118137 2186 275 is_linear=0 shrinkage=0.01 Tree=386 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 12 12 10 10 10 10 10 10 12 12 12 5 5 12 6 12 12 12 10 5 5 12 6 4 5 split_gain=5451.32 473.342 313.489 38.9903 27.8716 27.6226 22.2449 14.0748 11.3976 10.7262 8.62869 8.08299 7.23772 5.91654 3.63781 3.43609 2.84428 2.63029 2.62081 2.4121 2.31957 2.22377 2.14232 1.90244 1.78444 1.65626 1.42992 1.41209 1.39438 1.36727 threshold=0.026551560498774003 0.97252115607261669 0.00014260681928130004 0.51461192965507518 0.99989646673202526 0.0013712961226701001 6.1143434777477532e-06 5.6250000000000009 5.4750000000000005 5.5250000000000012 5.8950000000000005 2.1250000000000004 8.2700000000000014 0.13270235061645502 0.0089773964136838514 0.78322452306747448 2.5000000000000004 3.5000000000000004 0.99766892194747936 3.5000000000000004 8.8294510192099562e-07 2.1584159185294997e-05 0.0006371206545736001 4.3750000000000009 1.5000000000000002 2.5000000000000004 3.4846319977077662e-05 196.50000000000003 27.500000000000004 2.5000000000000004 decision_type=2 2 2 2 2 2 2 8 8 8 8 10 8 2 2 2 10 10 2 2 2 2 2 10 10 10 2 2 10 10 left_child=2 3 6 7 11 9 20 13 14 22 26 -3 15 17 19 29 -15 23 -13 24 -1 -12 -4 -2 28 -11 -8 -23 -7 -5 right_child=1 4 5 12 -6 8 10 -9 -10 25 21 18 -14 16 -16 -17 -18 -19 -20 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0099080869725989302 0.00057564106069485593 0.0095038738599130899 -0.0063099925867934371 0.0034679448178414293 0.010131825234773356 -0.0048575220331333472 -0.0086521886669703452 0.0037784809742056787 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43.553924706298858 19.801472364459187 300.54133834550157 6.0022251401096574 112.99796301173046 18.558425806462765 leaf_count=365205 5142 9083 31929 5005 125331 1165 68843 5021 8480 7422 7638 6352 2744 9634 10441 8125 1086 952 7718 12659 126635 7278 13209 7556 3510 2022 43167 545 6716 567 internal_value=0 0.00760538 -0.00771925 0.00269032 0.00967091 -0.00330603 -0.00925588 0.00125874 -0.00195459 -0.00501805 -0.00786209 0.0078289 0.0046645 0.000560255 -0.00274184 0.00421316 0.00150175 -0.000443396 0.00709443 -0.00341021 -0.00972135 -0.00546889 -0.00579946 -0.000235515 -0.00262664 -0.00241177 -0.00828211 -0.0043469 -0.00203327 0.00320577 internal_weight=0 4662.46 4622.71 1379.61 3282.85 1193.88 3428.83 799.701 667.201 526.675 858.405 657.039 579.904 626.132 489.581 498.536 323.07 303.062 456.754 305.757 2570.42 128.163 405.191 288.688 171.938 121.484 730.242 74.2746 128.384 201.64 internal_count=911180 194316 716864 45832 148484 97553 619311 29391 42971 54582 127471 23153 16441 24370 34491 13697 10720 13650 14070 24050 491840 15461 45138 12698 11391 9444 112010 7823 7881 5572 is_linear=0 shrinkage=0.01 Tree=387 num_leaves=31 num_cat=0 split_feature=12 12 12 1 1 10 12 12 12 12 10 10 10 10 1 10 10 10 12 10 10 10 12 1 10 10 12 12 10 10 split_gain=5379.4 473.463 313.886 40.0912 39.5136 60.0151 28.3868 24.7855 23.7983 22.5847 17.3901 12.9605 8.65631 8.18263 11.2715 11.1935 6.09428 6.06138 5.46 4.86064 4.53182 4.48491 4.40376 3.93926 3.39232 3.19267 2.91462 2.90059 2.82254 2.76361 threshold=0.026551560498774003 0.97252115607261669 0.00014260681928130004 -390.49999999999994 -1.0000000180025095e-35 2.4350000000000005 0.99989646673202526 0.65440738201141369 0.0013712961226701001 6.1143434777477532e-06 2.9150000000000005 3.9650000000000003 5.8950000000000005 2.1250000000000004 -8.4999999999999982 3.9350000000000005 5.5250000000000012 5.7250000000000005 0.18897357583045957 4.9150000000000009 2.4350000000000005 5.4750000000000005 0.65440738201141369 -351.49999999999994 8.3400000000000016 2.1250000000000004 0.0089773964136838514 0.2688089013099671 6.3850000000000007 4.1150000000000011 decision_type=2 2 2 10 8 10 2 2 2 2 10 10 8 10 8 10 8 10 2 10 8 8 2 10 10 10 2 2 8 10 left_child=2 4 9 10 7 20 13 18 16 -1 25 22 23 -3 -15 -16 -5 19 -2 27 -6 26 -7 -11 29 -4 -10 -13 -17 -12 right_child=1 6 3 8 5 11 -8 -9 21 12 24 17 -14 14 15 28 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0097153972495610721 0.001793662395090048 0.0094894303801293413 0.0012798077201209822 -0.0048507420686335649 0.0036600943212998028 -0.0015306477043522096 0.010127765881170227 0.006064917959685401 -0.0021817572808433888 -0.0093015190918933083 -0.0062057182228476421 -0.0055140558793198751 -0.0054343182447931003 0.0081215023114322663 0.0069040649260661792 0.0003613293505841442 -0.0020761497957430771 0.001756957770573264 0.0036316545466700901 -0.007081671474733783 0.0075895281928185622 0.00051488225026624114 0.0021657413715607862 -0.0077373491797384135 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0.00377218 -0.00230579 -0.00924369 -0.00673554 -0.0023926 -0.00783515 0.00779601 0.0070563 0.00472884 -0.00411787 -0.00442744 0.00265318 -0.00507776 0.00597984 -0.000893282 -0.000201315 -0.00825796 -0.00796018 -0.00131253 -0.00150285 -0.00329912 0.00112386 -0.00806484 internal_weight=0 4632.06 4590.8 1191.63 1378.1 412.03 3253.96 966.074 929.775 3399.17 261.851 290.665 852.772 653.233 454.641 142.744 407.283 150.713 649.214 136.373 121.364 522.492 139.953 725.081 213.612 48.2385 364.645 72.2474 53.718 212.149 internal_count=911180 194316 716864 97553 45832 17700 148484 28132 71404 619311 26149 13754 127471 23153 14070 4775 40912 9347 19982 8855 3946 30492 4407 112010 24179 1970 23327 3986 1447 24142 is_linear=0 shrinkage=0.01 Tree=388 num_leaves=31 num_cat=0 split_feature=11 10 1 1 1 2 10 10 3 10 3 10 5 0 1 2 1 1 10 4 10 5 5 3 0 10 10 3 4 10 split_gain=9672.7 2.05904 0.393726 0.330192 0.313459 0.197809 0.125926 0.105038 0.0922305 0.0807767 0.0748623 0.0602346 0.0553256 0.050985 0.0386701 0.0356954 0.0318459 0.0316378 0.02948 0.0228371 0.0225434 0.0218483 0.020547 0.0204063 0.0184031 0.0208715 0.01669 0.0160925 0.0159639 0.0151697 threshold=1.0000000180025095e-35 3.3950000000000005 -32.499999999999993 -65.499999999999986 -60.499999999999993 1.0000000180025095e-35 1.0000000180025095e-35 6.0550000000000006 0.23123827392120072 3.3950000000000005 0.38119783996072654 4.495000000000001 15.500000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -29.499999999999996 -65.499999999999986 5.955000000000001 18.500000000000004 9.7700000000000014 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 5.6750000000000007 9.7700000000000014 1.0000000180025095e-35 25.500000000000004 2.2250000000000005 decision_type=2 10 8 8 10 2 10 10 2 10 2 10 10 2 8 2 10 10 10 8 10 8 10 2 2 10 10 2 10 10 left_child=9 2 6 5 7 -3 -2 11 -7 14 18 17 -9 19 -1 -12 29 -5 -6 -10 24 -21 28 -8 25 -17 -23 -11 -13 -4 right_child=1 3 16 4 10 8 23 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25.047064526006579 1.3183602597564448 56.445895727723837 209.313200537581 104.56645458377898 31.805152602493763 14.432006841525434 27.636420095339417 335.68926093541086 1.7208952233195294 26.603344272822145 53.88282266817987 202.5002537984401 29.257566595450044 30.355721835047007 1.5762166939675797 3546.7063713907264 106.37186706438661 688.01374895498157 leaf_count=50890 12228 4477 77312 6859 1907 1753 2098 9484 1238 52047 723 802 12 1206 12064 1504 944 261 950 5164 13 347 1111 4506 548 584 13 626513 2598 31024 internal_value=0 0.0104585 0.0102932 0.0107361 0.0106111 0.0108938 0.0105169 0.0104782 0.0109867 -0.0100978 0.0108634 0.0105736 0.0102983 0.0110353 -0.0101978 0.0109824 0.0102307 0.0104596 0.0106683 0.0110721 0.0110432 0.0111038 0.0107057 0.0106738 0.0110313 0.0110806 0.0113712 -0.0100805 0.0106382 0.0102261 internal_weight=0 4488.9 2814 1674.9 934.539 740.361 615.074 612.111 559.616 4670.98 322.428 400.007 212.104 489.592 688.665 200.287 2198.93 214.705 122.142 433.146 165.901 363.869 185.302 279.215 164.18 134.922 28.1796 3982.31 131.419 2167.12 internal_count=911180 169666 128112 41554 27356 14198 18832 21127 9721 741514 6229 11631 9496 7968 62954 3372 109280 7120 2857 6762 2649 5524 4511 6604 2636 2088 360 678560 3400 108336 is_linear=0 shrinkage=0.01 Tree=389 num_leaves=31 num_cat=0 split_feature=11 10 6 1 1 10 1 1 10 6 10 10 1 10 6 10 1 5 10 1 5 6 6 10 6 10 5 5 10 10 split_gain=9573.88 1.99868 0.463958 0.382352 0.220185 0.216279 0.144134 0.142551 0.122222 0.119627 0.0784268 0.0482764 0.0477226 0.0435957 0.0391021 0.037889 0.0375459 0.0337325 0.0311554 0.0309322 0.0295552 0.0255827 0.0189981 0.0189393 0.0156894 0.0147309 0.014616 0.0141211 0.0138508 0.013621 threshold=1.0000000180025095e-35 3.3950000000000005 30.500000000000004 -32.499999999999993 -66.499999999999986 6.0550000000000006 -65.499999999999986 -371.49999999999994 1.0000000180025095e-35 3.5000000000000004 3.3950000000000005 9.7700000000000014 -19.499999999999996 5.955000000000001 9.5000000000000018 5.5450000000000008 -1.0000000180025095e-35 2.5000000000000004 4.5150000000000006 -29.499999999999996 2.5000000000000004 17.500000000000004 13.500000000000002 4.2650000000000006 1.5000000000000002 2.2250000000000005 2.5000000000000004 1.5000000000000002 7.5550000000000006 5.3350000000000009 decision_type=2 10 2 8 8 10 10 10 10 2 10 10 10 10 2 10 8 10 10 10 10 2 2 10 2 10 8 10 10 10 left_child=10 3 4 8 9 6 18 17 14 13 16 -11 -7 26 -2 27 -1 23 -6 25 -17 -20 -10 -4 -15 -5 29 -9 -25 -3 right_child=1 2 7 19 5 12 -8 15 22 11 -12 -13 -14 24 -16 20 -18 -19 21 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31 leaf_value=-0.010146843094019975 0.010333574780953498 0.010780531883988536 0.010488865510061523 0.010205923767853477 0.0104012463633183 0.010273663758284639 0.010816682083169929 0.011244707230129427 0.010618939931938265 0.011007856310593754 -0.010079734290333384 0.012272687952373131 0.011726202098769671 0.010436431440038214 0.010622366758933669 0.011014388856333058 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944 125 1117 1464 442 167 31024 587 532 190 2190 internal_value=0 0.0104539 0.0107287 0.0102903 0.01065 0.0105424 0.0106496 0.011084 0.0105118 0.0108007 -0.0100969 0.0110322 0.0102878 0.0107094 0.0103826 0.0112073 -0.0101959 0.0106997 0.010495 0.0102284 0.0110711 0.0106097 0.0106671 0.0106394 0.0104875 0.0102238 0.0107578 0.0113294 0.0108251 0.010736 internal_weight=0 4446.16 1659.37 2786.79 1358.52 792.621 557.85 300.855 609.25 565.896 4624.94 160.074 234.771 405.821 332.639 227.777 681.942 73.0773 289.734 2177.54 107.656 130.252 276.611 67.7434 72.6834 2146.04 333.138 120.121 30.3317 300.631 internal_count=911180 169666 41554 128112 36547 24801 14365 5007 18832 11746 741514 2638 10436 9108 12228 3225 62954 1782 9203 109280 1688 3451 6604 1711 2173 108336 6935 1537 632 6348 is_linear=0 shrinkage=0.01 Tree=390 num_leaves=31 num_cat=0 split_feature=6 3 3 3 3 5 3 6 6 5 4 3 3 5 6 3 5 5 3 3 3 5 5 5 8 6 3 6 4 4 split_gain=770.605 96.4564 83.9862 64.1266 66.3962 62.2632 46.6324 44.2782 30.7454 24.3991 23.1104 18.9115 16.902 14.9284 14.6187 16.4122 14.4436 14.1304 13.9918 13.6271 13.4526 15.0489 11.909 13.4922 11.6363 10.0263 9.43154 9.36876 10.1011 9.12064 threshold=3.5000000000000004 1.0000000180025095e-35 0.50155279503105599 0.49341991341991348 0.33477011494252878 1.5000000000000002 0.90501253132832093 1.5000000000000002 27.500000000000004 3.5000000000000004 27.500000000000004 0.90943267259056748 0.76506899055918665 2.5000000000000004 4.5000000000000009 0.72792207792207797 5.5000000000000009 2.5000000000000004 0.97385509227614497 0.92890109890109895 0.65465367965367982 1.5000000000000002 2.5000000000000004 5.5000000000000009 1.0000000180025095e-35 1.5000000000000002 0.99040761869709237 1.0000000180025095e-35 26.500000000000004 26.500000000000004 decision_type=2 2 2 2 2 10 2 2 2 10 8 2 2 10 2 2 10 10 2 2 2 8 10 10 2 2 2 2 10 10 left_child=2 -2 3 4 7 18 9 10 14 12 24 -8 20 -10 15 -7 -16 -5 19 -3 21 -4 -12 -24 -1 -22 -13 -28 -29 -9 right_child=1 5 6 17 -6 8 11 29 13 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87.963956078514457 1420.2039006249979 51.771263640839607 229.54619046486914 403.87122112279758 437.49440054828301 40.452717443462461 25.688021319918334 16.60442512948066 140.6979820500128 142.27507700864226 410.3024777607061 137.30593169946223 63.774372146464884 32.339205507654697 14.537986703217028 56.967774205841124 240.26018326124176 26.362194847781211 107.01770244631916 165.79842367209494 leaf_count=24115 14415 252115 26953 53457 41618 4275 3836 6949 72162 12100 86540 4968 24462 79438 62687 2511 1960 1754 11824 23712 31304 16180 5566 1752 825 6091 13375 3660 6645 13931 internal_value=0 -0.00335514 0.0025512 0.00347264 0.00264207 -0.00374786 0.000752187 0.0033769 -0.00541178 -0.000283519 0.0038786 0.00337592 0.000107241 -0.00658401 -0.00353392 0.000605808 -0.00419178 0.00577707 -0.00273264 -0.00293271 0.000717186 -0.00052594 0.00439474 0.000988106 0.00144188 0.00190264 0.00263317 0.00318742 0.00106217 -0.000924521 internal_weight=0 3916.69 5066.48 3350.42 2462.78 3685.85 1716.06 2051.82 1396.7 1230.37 1837.51 485.683 1142.41 859.91 536.789 73.6063 463.182 887.642 2289.16 2148.46 912.863 445.593 1516.32 96.1136 321.188 467.27 425.411 373.64 133.38 214.316 internal_count=911180 525099 386081 236507 181296 510684 149574 139678 223033 117090 118798 32484 104990 151600 71433 6786 64647 55211 287651 275827 80528 43133 93858 7318 24940 37395 28648 23680 10305 20880 is_linear=0 shrinkage=0.01 Tree=391 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 10 10 12 12 12 12 12 12 10 10 10 12 1 10 1 6 6 10 1 6 6 10 1 split_gain=9460.42 6.60638 0.844966 0.644768 0.349162 0.155322 0.151604 0.084617 0.0844754 0.0825334 0.0705396 0.0543595 0.0498946 0.03863 0.0351744 0.0237112 0.0213704 0.0208961 0.0167955 0.0153231 0.0178942 0.0152629 0.0148636 0.0146349 0.0146201 0.0145244 0.0141566 0.0131272 0.0130094 0.012894 threshold=1.0000000180025095e-35 0.068259380757808671 0.00099748477805400022 0.8784809708595277 0.18897357583045957 3.1450000000000005 2.8850000000000002 3.3550000000000004 2.8850000000000002 6.4727209974080338e-05 0.0089773964136838514 0.94052824378013633 0.3781151175498963 0.0043998162727802515 0.99766892194747936 2.6750000000000003 1.0000000180025095e-35 3.3950000000000005 0.0070173616986721008 -371.49999999999994 3.9050000000000007 -367.49999999999994 3.5000000000000004 3.5000000000000004 3.8350000000000004 -32.499999999999993 3.5000000000000004 7.5000000000000009 6.0550000000000006 -351.49999999999994 decision_type=2 2 2 2 2 10 10 10 10 2 2 2 2 2 2 10 10 10 2 10 10 10 2 2 10 8 2 2 10 10 left_child=4 2 5 8 13 16 18 25 -3 26 23 15 19 -1 -9 -6 -2 -13 -4 20 -10 24 -11 -8 -14 -5 -7 -12 -25 -18 right_child=1 3 6 7 11 9 10 14 12 22 27 17 21 -15 -16 -17 29 -19 -20 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31 leaf_value=-0.010059280033528144 0.011230136364575009 0.010405410323119679 0.010954141270033062 0.010268290894082311 -0.010534483871738743 0.012112609350439039 0.011324519546123766 0.010426989860659668 0.010744323703079315 0.011712614791394361 0.011037483724972524 -0.010783870848007011 0.010544601816558658 -0.010156288773844597 0.010286040790205269 -0.010268772016914927 0.011215872277105883 -0.010484831022411812 0.010683244767019767 0.010767046371827477 0.011262960684069288 0.010545345574477252 0.01196943374130798 0.011628560328757866 0.010958902804522616 0.010199458380681684 0.012394248750205141 0.011225698649827125 0.011294895125715285 0.011736454970147796 leaf_weight=3736.6502496860921 25.101545125246048 147.32935163006186 37.966477029025555 362.55077350139618 39.616696149110794 27.362341567873955 65.198458030819893 243.39748794399202 12.286402329802515 40.88573269546032 96.137062516063452 32.897584442049265 15.34047914855182 461.14945789659396 649.54824488051236 220.54544633300975 5.9995783641934421 80.660299710929394 57.623133637011051 162.58013731241226 14.507828947156666 183.37984547764063 50.211185157299042 44.382962316274643 19.150845687836409 1984.9084162078798 51.323539733886719 60.298990301787853 15.86116825416684 22.987585805356503 leaf_count=691004 270 4261 505 14724 877 193 647 6524 201 334 1173 517 331 36764 25515 10270 63 2082 1037 2556 152 3890 371 375 252 104970 332 643 161 186 internal_value=0 0.0104498 0.0114237 0.0102955 -0.010096 0.0119104 0.011135 0.0102416 0.0106106 0.0120591 0.0112517 -0.0103889 0.0106848 -0.0100699 0.0103245 -0.0103092 0.0114437 -0.0105715 0.0107908 0.0108036 0.0110251 0.0105816 0.0118542 0.0114283 0.0107746 0.0102101 0.0122963 0.01111 0.0115407 0.0116287 internal_weight=0 4396.32 601.34 3794.98 4571.52 223.872 377.468 3240.4 554.575 169.783 281.879 373.72 407.246 4197.8 892.946 260.162 54.0887 113.558 95.5896 189.374 26.7942 217.871 91.0969 125.443 34.4913 2347.46 78.6859 156.436 60.2441 28.9872 internal_count=911180 169666 6290 163376 741514 1749 4541 151733 11643 1230 2999 13746 7382 727768 32039 11147 519 2599 1542 2909 353 4473 705 1183 583 119694 525 1816 536 249 is_linear=0 shrinkage=0.01 Tree=392 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 10 10 12 12 12 12 12 12 2 2 10 2 10 2 10 12 2 10 6 6 10 6 2 split_gain=9363.72 6.39818 0.816374 0.625106 0.338728 0.149904 0.146658 0.0820681 0.0818462 0.0795953 0.0681907 0.0527014 0.0483302 0.0374863 0.0341053 0.028242 0.0255225 0.0229866 0.0228685 0.0206444 0.020353 0.020242 0.0162646 0.0139486 0.0112805 0.0109623 0.0108873 0.00976837 0.00974978 0.00928787 threshold=1.0000000180025095e-35 0.068259380757808671 0.00099748477805400022 0.8784809708595277 0.18897357583045957 3.1450000000000005 2.8850000000000002 3.3550000000000004 2.8850000000000002 6.4727209974080338e-05 0.0089773964136838514 0.94052824378013633 0.3781151175498963 0.0043998162727802515 0.99766892194747936 0.034723896792862259 0.028778467908902653 2.6750000000000003 0.028778467908902653 1.0000000180025095e-35 0.012270400481782552 3.3950000000000005 0.0070173616986721008 0.023937770392229853 2.6750000000000003 3.5000000000000004 3.5000000000000004 2.8850000000000002 24.500000000000004 0.96213569039656011 decision_type=2 2 2 2 2 10 10 10 10 2 2 2 2 2 2 2 2 10 2 10 2 10 2 2 10 2 2 8 2 2 left_child=4 2 5 8 13 19 22 -5 -3 23 18 17 20 -1 -9 -12 -11 -6 -8 28 -10 -13 27 -7 -15 -25 -20 -4 -2 -23 right_child=1 3 6 7 11 9 10 14 12 16 15 21 -14 24 -16 -17 -18 -19 26 -21 -22 29 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010058687621712543 0.011094228559168891 0.010401243788133341 0.011125454015595908 0.010207956946802625 -0.010528918045187555 0.011953517795874486 0.011167907195864036 0.010422582678872441 0.010618778027174567 0.011512200048919374 0.010865529633380822 -0.010775533561337407 0.010575553807936981 -0.010276507996421413 0.010283123228618575 0.011176266527845645 0.01192064430043914 -0.010266050322488769 0.011375935209805437 0.011609995320729429 0.010856543254873617 -0.010436131704247406 0.010676057484915645 0.012137460117749922 -0.010134437213372496 0.012413411731863465 0.011590138271266761 0.010800886547843627 0.011536872102154285 -0.010745822966087308 leaf_weight=3699.6867500697263 18.00518020242453 145.92153731733561 16.573872856795788 2324.5845932979137 39.243133462965488 11.922470837831495 29.292039461433887 241.0770280007273 48.579964488744736 19.512668058276176 39.118353646248579 32.595322050154209 215.82692709378898 65.196829593740404 643.26667554490268 115.93003695458174 70.842626251280308 218.40858077257872 45.568941600620747 28.744760520756245 139.05834227800369 68.620264923200011 57.087988134473562 21.170352853834629 391.43421430839226 44.9866748675704 49.50818058475852 21.049955409020185 6.8765266612172118 11.275315260514615 leaf_count=691004 209 4261 190 119694 877 88 319 6524 910 173 546 517 4473 2821 25515 1270 532 10270 437 249 1999 1896 1037 148 33943 289 427 315 61 186 internal_value=0 0.0104452 0.0114076 0.0102925 -0.0100951 0.0118879 0.0111225 0.0102391 0.0106042 0.0120345 0.0112378 -0.0103849 0.0106776 -0.0100692 0.0103211 0.0110979 0.0118324 -0.0103061 0.0114122 0.0114274 0.010795 -0.0105655 0.0107824 0.0122684 -0.0101547 0.0123251 0.0114875 0.0109439 0.0112166 -0.0104798 internal_weight=0 4354.51 596.191 3758.32 4526.46 222.061 374.129 3208.93 549.387 168.435 279.418 370.143 403.465 4156.32 884.344 155.048 90.3553 257.652 124.369 53.6265 187.638 112.491 94.7118 78.0795 456.631 66.157 95.0771 37.6238 24.8817 79.8956 internal_count=911180 169666 6290 163376 741514 1749 4541 151733 11643 1230 2999 13746 7382 727768 32039 1816 705 11147 1183 519 2909 2599 1542 525 36764 437 864 505 270 2082 is_linear=0 shrinkage=0.01 Tree=393 num_leaves=31 num_cat=0 split_feature=10 1 6 10 1 10 1 10 2 10 1 10 6 2 1 1 5 1 1 1 2 0 10 0 10 2 2 10 1 10 split_gain=2155.5 242.616 159.851 70.0622 104.237 78.8829 59.5296 54.8193 43.2667 42.6474 38.7094 36.3548 28.9942 25.6881 22.8636 21.3863 18.8727 18.8972 18.1991 15.2554 12.9433 12.4199 11.7674 11.4922 10.7601 10.4416 9.95294 9.94399 10.5752 14.8952 threshold=3.1750000000000003 -32.499999999999993 30.500000000000004 6.1150000000000011 -70.499999999999986 3.8350000000000004 -11.499999999999998 3.1750000000000003 0.055738304093567205 4.2350000000000012 -37.499999999999993 2.1250000000000004 1.5000000000000002 0.028778467908902653 -239.49999999999997 -361.49999999999994 1.5000000000000002 -60.499999999999993 -1.0000000180025095e-35 -3.4999999999999996 0.73368794326241138 1.0000000180025095e-35 4.9050000000000011 1.0000000180025095e-35 2.7350000000000008 0.034723896792862259 0.012270400481782552 4.5750000000000011 -348.49999999999994 4.9450000000000012 decision_type=10 8 2 10 8 10 10 8 2 10 8 10 2 2 10 10 10 8 8 8 2 2 10 2 10 2 2 10 10 10 left_child=1 7 3 5 14 15 16 24 10 18 23 -3 27 -11 -5 -2 17 -6 -4 -13 -16 25 -12 -7 -1 -9 -17 -10 29 -29 right_child=2 11 9 4 6 8 -8 21 12 13 22 19 -14 -15 20 26 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0014467621405467807 0.0028791090476764964 0.0093492448918702318 -0.0044633151713553212 0.0010635575624788408 0.0065934600437658432 0.0021340495819372036 -0.0089780238091184458 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238.25209959596395 211.84128138888627 187.57167191710323 84.806671753991395 613.78750416217372 172.08021155698225 leaf_count=14863 12735 79455 20878 6874 2036 12172 6422 2072 23569 8721 6358 1990 160833 260450 37221 4025 10840 2790 6899 36322 765 6972 16341 15133 20097 11225 18681 7945 74249 22247 internal_value=0 0.00666394 -0.00368848 -0.00257353 0.000413142 -0.00316884 0.00448422 0.00225853 -0.00380745 -0.00621191 -0.00145581 0.00843285 -0.00446255 -0.00684772 -0.00349651 0.000590666 0.00586253 0.00185198 -0.00235936 0.00664695 -0.00499734 0.00491802 -0.00478106 0.000446598 -5.24285e-05 0.00355039 -0.00136822 -0.00333797 -0.00384361 -0.00554715 internal_weight=0 3113.34 5681.57 3940.5 654.898 3285.6 320.826 891.956 2808.53 1741.07 611.911 2221.38 2196.61 1494.44 334.072 477.073 291.029 83.6212 246.636 753.309 251.347 414.707 222.682 389.229 477.249 255.277 257.045 1121.8 870.674 256.887 internal_count=911180 172996 738184 441236 66948 374288 22088 55229 338847 296948 50004 117767 288843 269171 44860 35441 15666 4826 27777 38312 37986 20269 22699 27305 34960 13297 22706 128010 104441 30192 is_linear=0 shrinkage=0.01 Tree=394 num_leaves=31 num_cat=0 split_feature=1 6 6 3 3 3 3 3 3 3 6 3 1 1 6 1 6 3 3 6 1 1 6 1 3 3 3 6 3 3 split_gain=851.279 261.208 209.65 68.0353 35.9471 33.9203 41.6363 25.9952 25.682 24.7142 19.1775 17.9138 14.2879 32.5119 12.2177 11.4122 10.7157 9.89822 14.3515 9.68244 9.38629 9.51068 8.54137 8.48645 7.86028 8.37139 7.72188 7.67604 7.58213 7.57273 threshold=-1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 1.0000000180025095e-35 0.51530771633864425 0.90501253132832093 0.21498599439775909 0.97156334231805941 0.49341991341991348 0.90943267259056748 33.500000000000007 0.25108695652173912 -66.499999999999986 -60.499999999999993 4.5000000000000009 -147.49999999999997 24.500000000000004 0.50155279503105599 0.49341991341991348 23.500000000000004 -92.499999999999986 -188.49999999999997 1.0000000180025095e-35 -65.499999999999986 0.33248299319727892 0.33477011494252878 1.0000000180025095e-35 1.5000000000000002 0.35319472616632858 0.78598691384950936 decision_type=8 2 2 2 2 2 2 2 2 2 2 2 10 10 2 10 2 2 2 2 10 10 2 10 2 2 2 2 2 2 left_child=1 5 4 14 8 6 20 10 11 23 12 27 -5 -14 -3 -9 19 18 22 26 21 -1 -8 -7 -13 -26 -4 -2 -28 -21 right_child=2 3 16 7 -6 9 17 15 -10 -11 -12 24 13 -15 -16 -17 -18 -19 -20 29 -22 -23 -24 -25 25 -27 28 -29 -30 -31 leaf_value=0.0012021100340363366 0.0062503430453930862 -0.0026683164350162652 0.0037943801015399149 -0.0050357970260422481 0.0034426286159628962 -0.0075542410498232546 -0.0010911518363857114 -0.0053671163236922838 0.0078253685539318753 0.0016642045732483274 -0.0059791999375137994 -0.0013093365647589672 0.0020502806049578987 -0.0044700294663976084 0.0029152788433693812 0.00056503879164166424 -0.00088665338931296722 -0.0024986156601753328 0.001037378259122488 -0.0047611503016942967 0.0019886255056772197 -0.0030452967424481211 -0.0044622593197214209 0.0099029987962754827 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-0.0049611 0.0061429 0.00302769 -0.00520714 0.00528672 -0.00423606 -0.0026591 0.00126034 -0.00107669 -2.32637e-05 -0.00163747 -0.000758479 0.00121182 0.00128962 -0.000446714 -0.00199339 0.00899526 0.00319776 0.00377018 0.000822398 0.00601249 0.00015327 0.00722556 internal_weight=0 5292.6 3469.17 2907.84 2464.29 2384.76 2081.02 2719.93 1782.85 303.737 2557.91 1181.57 1132.92 381.221 187.917 162.02 1004.88 1307.66 647.127 413.445 773.358 221.973 383.45 56.4913 304.665 270.331 388.3 876.902 316.942 25.1447 internal_count=911180 648349 262831 438287 162066 210062 188945 424291 113126 21117 407954 77258 162016 48083 13996 16337 100765 134986 60873 36395 53959 19557 41724 3647 22273 19006 35040 54985 29948 1355 is_linear=0 shrinkage=0.01 Tree=395 num_leaves=31 num_cat=0 split_feature=11 48 6 29 19 3 6 3 6 6 3 6 6 3 6 6 6 3 3 3 6 6 6 3 3 3 3 3 6 3 split_gain=9216.25 1.35142 0.510308 0.243131 0.187953 0.159352 0.124999 0.0832943 0.0630844 0.0390266 0.0370639 0.0330851 0.0207947 0.0196118 0.025934 0.0182103 0.0211144 0.0149943 0.0323305 0.0174559 0.0139055 0.0136048 0.014828 0.0125667 0.0115044 0.0114747 0.0130469 0.0122233 0.0114123 0.0113945 threshold=1.0000000180025095e-35 1.0000000180025095e-35 30.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.22271825396825398 2.5000000000000004 0.90501253132832093 9.5000000000000018 16.500000000000004 0.90943267259056748 4.5000000000000009 25.500000000000004 0.25108695652173912 4.5000000000000009 29.500000000000004 1.5000000000000002 0.99938118811881205 0.75937646507266776 0.82875939849624081 1.5000000000000002 15.500000000000002 16.500000000000004 0.50155279503105599 0.55022935779816529 0.74213338610726309 0.27320574162679429 0.25108695652173912 158.50000000000003 0.9566262541806021 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=11 3 5 4 8 15 7 20 23 29 -9 -1 17 -6 -15 16 -3 18 25 21 -7 -20 -23 -2 -14 26 27 -8 -4 -5 right_child=1 2 28 9 13 6 12 10 -10 -11 -12 -13 24 14 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010124622347933763 0.010226638404308413 0.010419250886690006 0.01099969859738085 0.010754593163091485 0.010575283472992367 0.010635014635166385 0.010928144958871828 0.010171776824625771 0.010379626024817871 0.011187443965121373 0.010489514703863069 -0.010069811492425907 0.010425340081752863 0.010731552354752275 0.011241224621237207 0.010206722613624567 0.010589651144084396 0.010646321141118268 0.011109219173951482 0.010983606704277482 0.01086062352445093 0.012188570409664081 0.01128452274610873 0.010284093937885279 0.010782281851097093 0.010568443046156523 0.010872471736829139 0.010268014664133369 0.011135620092569461 0.010428772763710948 leaf_weight=1989.9234853456728 1498.4005103241652 373.69728210940957 200.07136696577072 56.559596173465252 21.297857563942671 451.11844478733838 4.6061027813702804 52.685736998915672 393.99554063379765 20.670359568670392 121.0903641693294 2466.1007230896503 17.96420013345778 23.327259965240955 17.453315054997802 32.266599975526333 90.285859946161509 28.867671521380544 8.9785541146993655 41.082045393064618 29.080772424116731 3.2879342325031748 4.0478515103459358 510.33241576701403 18.155283242464066 16.496900903061032 142.0857761669904 7.1733434926718473 89.364634916186333 13.247472509741781 leaf_count=268033 79698 13050 3482 1179 566 12059 85 3207 15092 316 3793 473481 604 462 244 1706 2396 648 142 718 616 29 53 23642 380 492 2784 297 1459 467 internal_value=0 0.0104428 0.0106584 0.0102967 0.010278 0.0105816 0.0106577 0.0105808 0.0102639 0.0108058 0.0103932 -0.0100943 0.0108294 0.0108212 0.0109497 0.0104364 0.0104524 0.010861 0.0108882 0.0110935 0.0106487 0.0113702 0.0116897 0.0102412 0.0106048 0.0108191 0.010846 0.0105261 0.0110417 0.0106928 internal_weight=0 4287.69 1732.41 2555.28 2464.81 1442.97 946.721 653.975 2402.73 90.4774 173.776 4456.02 292.746 62.0784 40.7806 496.25 463.983 256.626 227.759 57.3964 480.199 16.3143 7.33579 2008.73 36.1195 170.362 153.865 11.7794 289.436 69.8071 internal_count=911180 169666 48000 121666 119704 43059 25907 19675 118432 1962 7000 741514 6232 1272 706 17152 15446 5248 4600 942 12675 224 82 103340 984 3658 3166 382 4941 1646 is_linear=0 shrinkage=0.01 Tree=396 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 3 12 3 2 3 12 2 1 1 12 1 2 2 3 12 1 3 1 12 2 split_gain=9122.19 6.11571 0.780672 0.598617 0.322594 0.121558 0.0779112 0.0657253 0.0511611 0.0503564 0.0396156 0.0356029 0.0342251 0.0241105 0.018861 0.0172225 0.0165933 0.016405 0.0125528 0.012354 0.0106779 0.00967789 0.00922892 0.0088241 0.00757732 0.007556 0.00803842 0.00745009 0.00605914 0.00605565 threshold=1.0000000180025095e-35 0.068259380757808671 0.00099748477805400022 0.8784809708595277 0.18897357583045957 4.1274226532550535e-05 0.0089773964136838514 0.99894970655441295 0.3781151175498963 0.94052824378013633 1.0000000180025095e-35 0.0043998162727802515 1.0000000180025095e-35 0.023937770392229853 1.0000000180025095e-35 0.00019807765784200004 0.012270400481782552 -32.499999999999993 -85.499999999999986 7.4335632689326312e-06 -93.499999999999986 0.46186166774402071 0.49184758529020828 1.0000000180025095e-35 0.99766892194747936 -385.49999999999994 0.97837774661056576 -1.0000000180025095e-35 0.51461192965507518 0.019324122479462254 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 8 8 2 8 2 2 2 2 10 2 8 2 2 left_child=4 2 5 8 11 14 12 27 16 28 -7 -1 -4 -8 -2 -12 -3 -9 -14 -16 -15 -22 -18 -10 -11 -17 -27 -5 -6 -20 right_child=1 3 6 7 9 10 13 17 23 24 15 -13 18 20 19 25 22 -19 29 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.01005732498091441 0.011736728982100019 0.010558773796577174 0.010994028657138628 0.010368793287274421 -0.010250012306648751 0.011289236002079784 0.010780751682821587 0.010260897894364622 0.010406780013341563 -0.010493160596357371 0.011898867344112933 -0.01015198352974458 0.01148727469871413 0.011168865199224118 0.012343783691085615 0.011302072549290056 0.01082192850132963 0.010200445707529758 0.011055640395201466 0.01208241875076212 0.011077509214930888 0.01089144341311178 0.010680474054476544 0.010535388920925863 -0.01066440844411203 0.011723155871861322 0.01137281341402716 0.010286168229127906 -0.010348079118900733 0.011306778462115171 leaf_weight=3602.5730440150946 9.1743558496236783 62.312123991549015 35.993425011634827 317.56427433714271 121.03852641629055 22.134289756417274 49.095717180520296 573.78328859619796 70.259388864040375 69.259465710259974 46.849709160625935 446.60063576186076 41.014486223459244 43.062261182814837 37.577613532543182 5.7171633057296267 87.598054114729166 2062.5524165891111 10.985519848763941 34.863070905208588 55.352403536438942 56.475778793916106 97.414937632158399 221.65924831293523 41.213908057659864 55.456623949110508 7.426149606704711 166.26376607455313 131.40227724984288 76.206505212932825 leaf_count=691004 75 1317 466 9740 6257 229 772 24495 2008 1820 360 36764 374 471 248 61 1348 110392 131 250 679 853 1860 5110 779 455 71 7106 4890 795 internal_value=0 0.0104385 0.0113857 0.0102864 -0.0100934 0.0118581 0.0111044 0.0102333 0.0105941 -0.010379 0.0116768 -0.0100678 0.0112665 0.0109739 0.0121639 0.0117511 0.0106999 0.0102136 0.011343 0.012218 0.0110351 0.0109835 0.0107474 0.0105044 -0.010557 0.0116501 0.0116818 0.0103404 -0.0103011 0.0112751 internal_weight=0 4246.79 587.385 3659.41 4412.09 219.199 368.186 3120.16 539.244 362.914 137.584 4049.17 164.2 203.986 81.615 115.45 247.325 2636.34 128.207 72.4407 154.89 111.828 185.013 291.919 110.473 68.5999 62.8828 483.828 252.441 87.192 internal_count=911180 169666 6290 163376 741514 1749 4541 151733 11643 13746 1176 727768 1766 2775 573 947 4525 134887 1300 498 2003 1532 3208 7118 2599 587 526 16846 11147 926 is_linear=0 shrinkage=0.01 Tree=397 num_leaves=31 num_cat=0 split_feature=11 10 48 3 48 10 10 10 3 10 10 10 3 10 0 3 10 10 3 48 4 0 3 10 3 10 0 3 3 3 split_gain=9029.01 1.77326 0.277563 0.187034 0.172913 0.172139 0.15648 0.137621 0.0963817 0.0704612 0.0519757 0.0588078 0.0519721 0.0490557 0.0468321 0.0381661 0.0306766 0.03787 0.0284202 0.0226434 0.0202452 0.0184791 0.0181069 0.0170096 0.0156082 0.0153223 0.0147532 0.0139782 0.0134852 0.0134345 threshold=1.0000000180025095e-35 3.3950000000000005 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6.0550000000000006 8.8850000000000016 1.0000000180025095e-35 0.974521259331386 3.3950000000000005 4.495000000000001 8.1200000000000028 0.90501253132832093 5.955000000000001 1.0000000180025095e-35 0.93364779874213844 4.995000000000001 4.9850000000000012 0.91331186258722508 1.0000000180025095e-35 18.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 6.4450000000000012 0.66781609195402314 2.2250000000000005 1.0000000180025095e-35 1.0000000180025095e-35 0.99938118811881205 0.33248299319727892 decision_type=2 10 2 2 2 10 10 10 2 10 10 10 2 10 2 2 10 10 2 2 8 2 2 10 2 10 2 2 2 2 left_child=9 2 25 13 10 8 12 -4 14 19 21 16 26 -3 20 -8 17 -12 -14 -1 -6 -5 -9 28 -22 -2 -7 -11 -18 -13 right_child=1 3 7 4 5 6 15 22 -10 27 11 29 18 -15 -16 -17 23 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010264558532704122 0.010196524256515942 0.01056540729267528 0.010332339048060324 0.010531928521307521 0.01079467174035224 0.01066686791569341 0.011754396766312654 0.010496669418426006 0.010619216218279541 -0.010130605839911272 0.0107359134936007 0.011168622486920113 0.010165608745451951 0.010298541605588974 0.010765748873881615 0.011016832009751841 0.010959766267760292 0.010305471867053405 0.010598862060890769 -0.01014272815296241 0.011010873863273787 0.010314068354680146 0.010681842292109802 0.010655769756478268 0.011149576159382118 0.010255662342067286 0.010375227064480042 -0.010068788792123902 0.010563388697050395 0.010246555194011926 leaf_weight=244.07889439584687 1331.0153303295374 233.77092726528645 373.56978251412511 120.42041904106736 32.282677121460438 118.41861365549266 8.670795997604726 72.99233971349895 81.247939363121986 411.29481188906357 70.319545628502965 1.6628903951495875 51.107658820226789 97.656841214746237 77.036579987034202 36.756912801414728 81.215531978756189 28.814746655523777 21.514151690527797 406.84952446538955 250.61532535217702 57.535610588267446 190.95240700803697 34.040099175646901 119.96765189059079 653.08880194462836 20.322336502373219 3306.3648245865479 9.5972784981131536 31.755786038935184 leaf_count=17629 74779 6216 15439 3588 645 3110 95 2130 1927 52047 1667 34 3190 4267 1604 560 1405 1081 582 45325 4043 2504 4499 851 1720 31265 710 626513 244 1511 internal_value=0 0.010434 0.0102743 0.010698 0.0107539 0.0108396 0.0106251 0.0104558 0.0109377 -0.0100924 0.0105929 0.0106838 0.0105107 0.0104868 0.0109917 0.0111576 0.0107421 0.0106108 0.010294 -0.0101884 0.0110349 0.0104615 0.0106306 0.0108464 0.0110558 0.010216 0.0106241 -0.0100756 0.0109179 0.0102924 internal_weight=0 4206.35 2621.62 1584.73 1253.3 817.941 256.79 637.515 561.15 4368.59 435.362 257.406 211.363 331.428 479.902 45.4277 223.987 99.1343 72.6218 650.928 402.866 177.956 263.945 124.853 370.583 1984.1 138.741 3717.66 90.8128 33.4187 internal_count=911180 169666 128112 41554 31071 18186 8247 22068 9939 741514 12885 6793 7592 10483 8012 655 5248 2748 3772 62954 6408 6092 6629 2500 5763 106044 3820 678560 1649 1545 is_linear=0 shrinkage=0.01 Tree=398 num_leaves=31 num_cat=0 split_feature=11 1 6 3 6 2 5 6 1 2 1 6 6 5 3 6 6 1 1 6 5 5 1 6 1 3 1 1 3 1 split_gain=8936.9 1.6605 0.495589 0.165798 0.131014 0.0936185 0.0543984 0.049551 0.048448 0.0332195 0.0315826 0.0302842 0.0275665 0.0263037 0.0179111 0.0174337 0.0178159 0.0172208 0.0184902 0.0170662 0.0165984 0.0154883 0.0147788 0.0146909 0.0106138 0.0105246 0.0104144 0.0173176 0.0101964 0.00974188 threshold=1.0000000180025095e-35 -3.4999999999999996 30.500000000000004 0.22271825396825398 2.5000000000000004 0.091372912801484213 2.5000000000000004 9.5000000000000018 -70.499999999999986 0.087337909992372217 -60.499999999999993 4.5000000000000009 11.500000000000002 1.5000000000000002 0.28015151515151521 29.500000000000004 1.5000000000000002 -371.49999999999994 -87.499999999999986 1.5000000000000002 6.5000000000000009 1.5000000000000002 -31.499999999999996 70.500000000000014 -1.0000000180025095e-35 0.94146202170188464 -32.499999999999993 -29.499999999999996 0.7576941287878789 -15.499999999999998 decision_type=2 8 2 2 2 2 10 2 10 2 10 2 2 10 2 2 2 10 10 2 10 10 10 2 8 2 10 10 2 10 left_child=11 2 3 15 5 9 17 -3 12 -5 21 24 14 -9 -6 16 22 -4 23 26 -8 -10 -2 -19 -1 -25 -7 -28 -20 -21 right_child=1 7 6 4 8 19 20 13 10 -11 -12 -13 -14 -15 -16 -17 -18 18 28 29 -22 -23 -24 25 -26 -27 27 -29 -30 -31 leaf_value=-0.010105811298747599 0.010440649471633479 0.010229241758774869 0.010497484034143134 0.010465085233612363 0.010397530930984647 0.010644985865671103 0.011348469517174989 0.010320308100583833 0.010683172024303553 0.010166376382330571 0.010824509311322814 -0.010067752346081666 0.011079273008870556 0.01055724591369225 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780 3207 1515 473481 1157 1717 1786 1726 2726 590 2783 708 12 1263 2520 685 64428 67 1181 576 929 14 internal_value=0 0.0104296 0.010651 0.010577 0.0106511 0.0105748 0.0110091 0.0102496 0.010819 0.0103839 0.010685 -0.0100915 0.0109322 0.0103554 0.010824 0.0104326 0.0104472 0.010966 0.0109788 0.0106446 0.0114037 0.0105303 0.0104169 0.011102 -0.010121 0.0112084 0.0106292 0.0104922 0.0109254 0.0108597 internal_weight=0 4166.2 1868.39 1548.03 1022.64 703.066 320.36 2297.81 319.577 188.087 146.309 4325.51 173.268 371.267 99.8573 525.388 493.437 288.863 281.227 514.978 31.497 69.3552 393.39 84.9296 1931.87 51.3571 480.583 49.7746 196.297 34.395 internal_count=911180 169666 52085 46434 28104 21268 5651 117581 6836 7665 3558 741514 3278 14835 2121 18330 16604 5252 5054 13603 399 2043 13878 1342 268033 752 12881 1757 3712 722 is_linear=0 shrinkage=0.01 Tree=399 num_leaves=31 num_cat=0 split_feature=11 48 3 29 19 3 5 3 3 3 3 3 3 3 5 5 3 3 5 3 3 3 5 3 5 5 5 14 3 3 split_gain=8845.75 1.19782 0.274011 0.215675 0.166706 0.0786285 0.091207 0.0668322 0.0542669 0.0287329 0.027642 0.0252382 0.0232086 0.034302 0.0209531 0.0204725 0.0191526 0.0261436 0.0176583 0.0173108 0.0163649 0.0158091 0.0151845 0.0146203 0.0142103 0.011699 0.0110775 0.0104921 0.00903896 0.00832194 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.90501253132832093 1.5000000000000002 0.76506899055918665 0.99938118811881205 0.50155279503105599 0.90943267259056748 1.0000000180025095e-35 0.74478940512375169 0.68091632946090597 2.5000000000000004 7.5000000000000009 0.9756521002710028 0.23123827392120072 5.5000000000000009 0.25108695652173912 0.82875939849624081 0.99938118811881205 2.5000000000000004 0.30032679738562096 1.5000000000000002 1.5000000000000002 5.5000000000000009 1.0000000180025095e-35 0.99938118811881205 0.59103465595178317 decision_type=2 2 2 2 2 2 8 2 2 2 2 2 2 2 8 10 2 2 10 2 2 2 10 2 10 10 10 2 2 2 left_child=11 3 26 4 9 7 8 12 -7 27 -8 -1 13 14 23 20 17 -5 -16 -6 22 -12 -9 -4 -14 -11 -3 -2 -21 -19 right_child=1 2 5 16 19 6 10 15 -10 25 21 -13 24 -15 18 -17 -18 29 -20 28 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010154546963971374 0.010227200997249114 0.010435047902504628 0.010581589959813601 0.010542278475112594 0.01055262912928062 0.01096460014262966 0.010170021023224786 0.011018800899791967 0.01057060274498528 0.010284491072829678 0.010794910654844345 -0.010081406779762077 0.010778652290307054 0.010956826311428882 0.010951675737971255 0.012349945917208718 0.010417980783481842 0.01083211683741785 0.010494101022459635 0.01095578946555394 0.010859048452244681 0.010402763887299292 0.01146945913269363 0.010717789717333719 0.010445448905427486 0.010383064572405905 0.010261449562036635 0.010627600123494509 0.010398127451519388 0.011083512870530492 leaf_weight=539.8291117940098 1544.8843876095489 403.08254730328918 91.665008163079619 21.609006887301803 20.509672554209828 56.090965650975704 50.965103257447481 40.121983973309398 92.78614342585206 609.28470857441425 12.932378716766832 3743.0180796007626 17.694177018478513 64.410599011927843 57.221907898783684 1.0801854394376267 12.915819240733979 26.869185423478484 9.8917834982275945 36.171753982082009 62.418654449284077 50.132143516093493 9.1889667809009534 562.17204274609685 46.266118161380291 150.05217551067472 40.446427721530199 6.5723195895552626 3.1605002190917721 25.822160970419645 leaf_count=62253 83942 13997 2712 566 566 931 3209 723 2496 28182 277 679261 369 1225 1153 9 470 516 332 611 1295 1855 115 13552 1749 6118 2001 190 95 410 internal_value=0 0.0104254 0.0106322 0.010285 0.0102671 0.0107093 0.010556 0.0107512 0.010719 0.0102536 0.0103432 -0.0100906 0.0107208 0.0107357 0.010716 0.0109799 0.0107734 0.0108352 0.0108842 0.0107882 0.0109666 0.0104832 0.0111028 0.0106987 0.0105376 0.010304 0.0104192 0.0102289 0.010911 0.0109553 internal_weight=0 4126.42 1668.57 2457.85 2370.64 1225.04 262.907 962.131 148.877 2310.79 114.03 4282.85 849.322 785.361 720.951 112.81 87.2162 74.3004 67.1137 59.8419 111.73 63.0645 49.311 653.837 63.9603 759.337 443.529 1551.46 39.3323 52.6913 internal_count=911180 169666 48000 121666 119704 32002 8768 23234 3427 118432 5341 741514 21092 18974 17749 2142 1962 1492 1485 1272 2133 2132 838 16264 2118 34300 15998 84132 706 926 is_linear=0 shrinkage=0.01 Tree=400 num_leaves=31 num_cat=0 split_feature=10 1 6 10 1 10 1 10 10 10 6 1 1 10 1 10 10 1 1 1 1 10 10 1 10 1 1 1 1 6 split_gain=2002.55 227.466 147.52 65.2102 96.1967 72.9863 55.2987 50.8895 40.353 35.1329 24.0779 21.4172 19.4415 17.7416 16.7454 16.686 26.879 14.2818 14.7911 14.1843 11.8743 44.3503 14.5719 10.4232 11.0734 9.88093 11.3266 9.60959 9.46854 9.36385 threshold=3.1750000000000003 -32.499999999999993 30.500000000000004 6.1150000000000011 -70.499999999999986 3.8350000000000004 -11.499999999999998 1.6450000000000002 4.2350000000000012 2.1250000000000004 1.5000000000000002 -239.49999999999997 -361.49999999999994 6.9850000000000012 -1.0000000180025095e-35 5.9350000000000014 9.7700000000000014 -114.49999999999999 -287.49999999999994 -3.4999999999999996 -40.499999999999993 4.9450000000000012 5.2150000000000007 -60.499999999999993 6.2550000000000008 -128.49999999999997 -87.499999999999986 -30.499999999999996 -95.499999999999986 15.500000000000002 decision_type=10 8 2 10 8 10 10 10 10 10 2 10 10 10 8 10 10 10 8 8 8 10 10 8 10 10 10 10 10 2 left_child=1 7 3 5 11 12 13 -1 14 -3 20 29 -2 23 -4 -10 17 18 -17 -11 22 -22 -7 -6 -25 -13 -27 -23 -12 -5 right_child=2 9 8 4 6 10 -8 -9 15 19 28 25 -14 -15 -16 16 -18 -19 -20 -21 21 27 -24 24 -26 26 -28 -29 -30 -31 leaf_value=0.0044954172671863597 0.0028093033050902651 0.0093151214352148806 -0.00437455304002399 0.0030899989264170993 0.0062752435083650339 -0.0031769112024736331 -0.0089451194529905787 -0.00042092125876832696 -0.0074515858432660969 -0.0005620464005869001 -0.0055946931741328162 -0.0067260404262227836 -0.0013437495076849271 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leaf_count=24152 12735 79455 20878 3703 2004 68192 6422 31077 200092 1990 105588 24154 22706 10225 6899 5850 26581 12943 23705 36322 24729 36124 34185 933 2504 2891 10941 2393 67636 3171 internal_value=0 0.00661339 -0.00364673 -0.00254936 0.000412561 -0.00313779 0.00443895 0.00224517 -0.00614231 0.00838407 -0.00376836 -0.00344022 0.000570367 0.00580153 -0.00229874 -0.00678044 -0.0050184 -0.00341357 -0.00523625 0.00658082 -0.00292935 -0.00404956 -0.0022221 0.00224963 -0.000532389 -0.00493562 -0.00261783 -0.00677904 -0.0048441 0.00107935 internal_weight=0 2940.84 5386.75 3741.51 620.112 3121.4 303.224 848.248 1645.24 2092.59 2667.75 316.888 453.649 275.207 234.26 1410.98 389.189 283.477 170.829 712.545 1498.78 580.046 918.738 93.07 55.0358 238.105 103.77 293.787 1168.97 78.7828 internal_count=911180 172996 738184 441236 66948 374288 22088 55229 296948 117767 338847 44860 35441 15666 27777 269171 69079 42498 29555 38312 165623 63246 102377 5441 3437 37986 13832 38517 173224 6874 is_linear=0 shrinkage=0.01 Tree=401 num_leaves=31 num_cat=0 split_feature=11 10 48 10 48 2 10 10 10 10 2 0 10 48 2 2 2 48 10 10 0 10 10 2 2 0 10 10 2 10 split_gain=8724.34 1.65101 0.255273 0.142135 0.180568 0.177413 0.136585 0.127184 0.0829245 0.0661793 0.0554261 0.0438891 0.0432797 0.0403922 0.0367861 0.0292486 0.0253129 0.0213778 0.0199342 0.0354858 0.0198301 0.0166099 0.0268858 0.0160215 0.0148003 0.0141805 0.0237061 0.0141191 0.0139291 0.0136454 threshold=1.0000000180025095e-35 3.3950000000000005 1.0000000180025095e-35 6.0550000000000006 1.0000000180025095e-35 1.0000000180025095e-35 9.0500000000000025 1.0000000180025095e-35 4.995000000000001 3.3950000000000005 0.94494949494949509 1.0000000180025095e-35 6.9850000000000012 1.0000000180025095e-35 0.77442071785552036 0.062895569620253167 0.012270400481782552 1.0000000180025095e-35 7.0550000000000006 8.1200000000000028 1.0000000180025095e-35 4.9850000000000012 4.3550000000000013 0.30735492577597845 0.59110671936758907 1.0000000180025095e-35 6.6750000000000007 2.2250000000000005 1.0000000180025095e-35 7.1150000000000011 decision_type=2 10 2 10 2 2 10 10 10 10 2 2 10 2 2 2 2 2 10 10 2 10 10 2 2 2 10 10 2 10 left_child=9 2 27 4 8 -6 12 -4 20 17 11 24 14 -8 25 -15 -10 -1 -14 29 21 22 -3 -17 -7 26 -5 -2 -9 -20 right_child=1 3 7 6 5 10 13 28 16 -11 -12 -13 18 15 -16 23 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010258828093401069 0.010188936179422167 0.010492027991837219 0.01032084611640898 0.010667216045974657 0.010582228602112673 0.011039800419638342 0.010359666570731093 0.010489871506072302 0.010549617249677427 -0.010073186900412369 0.010565659415779622 0.010741909858551944 0.010214626901771414 0.010970408470336259 0.010311974707573817 0.011857980051398076 0.010901993825506421 -0.010138932254705036 0.011191855462072567 0.010307444033130123 0.010386212881567726 0.010300548403858278 0.010743089958353706 0.010939640627024676 0.010895759892148679 0.010438858234890457 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0.0110931 0.0108139 -0.010184 0.0103582 0.0104228 0.010494 0.0105517 0.0105836 0.0115956 0.0110059 0.0106844 0.0107419 0.010208 0.0106121 0.0106304 internal_weight=0 4071.79 2528.88 1542.91 1135.26 707.984 407.644 617.449 427.28 4225.12 509.303 471.589 351.285 56.359 136.455 47.4381 108.695 633.788 214.83 148.166 318.585 207.431 184.071 9.30937 396.761 100.402 81.3406 1911.43 256.62 52.9492 internal_count=911180 169666 128112 41554 26766 14078 14788 22068 12688 741514 9079 8077 13730 1058 4077 742 2203 62954 9653 5796 10485 6144 5240 114 6476 2536 1929 106044 6629 1372 is_linear=0 shrinkage=0.01 Tree=402 num_leaves=31 num_cat=0 split_feature=11 48 6 29 19 3 6 2 6 5 6 2 5 6 5 5 6 3 6 6 6 2 5 2 3 5 6 3 6 3 split_gain=8635.39 1.14095 0.432904 0.206211 0.159309 0.13426 0.105585 0.069701 0.0538498 0.0449626 0.03311 0.0312274 0.0297242 0.0279926 0.022809 0.0198066 0.0178825 0.0164671 0.0220034 0.0153813 0.0179859 0.0142608 0.0142581 0.0137428 0.0182928 0.0118492 0.0118163 0.0106723 0.0106085 0.0105549 threshold=1.0000000180025095e-35 1.0000000180025095e-35 30.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.22271825396825398 2.5000000000000004 0.091372912801484213 9.5000000000000018 2.5000000000000004 16.500000000000004 0.087337909992372217 5.5000000000000009 4.5000000000000009 1.5000000000000002 3.5000000000000004 25.500000000000004 0.25108695652173912 4.5000000000000009 29.500000000000004 1.5000000000000002 0.045804195804195758 6.5000000000000009 1.0000000180025095e-35 0.75937646507266776 1.5000000000000002 1.5000000000000002 0.50155279503105599 14.500000000000002 0.27320574162679429 decision_type=2 2 2 2 2 2 2 2 2 10 2 2 10 2 10 10 2 2 2 2 2 2 10 2 2 8 2 2 2 2 left_child=13 3 5 4 8 19 7 11 27 -4 21 -7 15 -1 -10 16 23 -6 -19 20 -3 -5 -11 -8 29 -18 -9 -2 -17 -25 right_child=1 2 9 10 17 6 12 26 14 22 -12 -13 -14 -15 -16 28 25 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.010117676296414659 0.010212284538799693 0.010394840239031453 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85.374554000794888 41.730631314218044 1.5434046685695637 10.747120192274449 45.168355997651815 15.031784327700732 27.54958887770772 478.44777283631265 5.8338214345276347 132.54160912893713 leaf_count=268033 79698 13050 4590 779 566 3795 623 12058 13365 340 316 3206 547 473481 1727 194 376 462 244 1706 2396 867 11 371 763 568 616 23642 75 2715 internal_value=0 0.0104182 0.0106217 0.0102792 0.0102613 0.0105486 0.0106205 0.0105476 0.0102479 0.0109837 0.0107608 0.0103707 0.0107826 -0.0100889 0.0103581 0.0108059 0.0107834 0.010775 0.0108956 0.0104113 0.0104264 0.0106535 0.0113671 0.0108166 0.0108463 0.0105655 0.0106115 0.0102262 0.0111398 0.010791 internal_weight=0 4032.88 1636.74 2396.15 2310.41 1361.79 894.148 617.002 2251.56 274.949 85.7363 163.582 277.147 4183.45 370.472 263.802 247.157 58.8482 38.7058 467.64 437.434 66.0676 27.5217 214.463 188.457 32.6942 453.42 1881.09 16.6448 143.289 internal_count=911180 169666 48000 121666 119704 43059 25907 19675 118432 4941 1962 7001 6232 741514 15092 5685 5416 1272 706 17152 15446 1646 351 4472 3849 944 12674 103340 269 3086 is_linear=0 shrinkage=0.01 Tree=403 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 6 6 12 6 6 6 1 6 12 2 12 6 6 1 2 2 0 2 2 12 split_gain=8547.38 5.15455 0.656077 0.50343 0.271817 0.102242 0.0652325 0.0554662 0.0428639 0.0424079 0.0331584 0.0299834 0.0299196 0.0264906 0.0234218 0.0194699 0.0138299 0.011069 0.0102338 0.00983222 0.0093742 0.00899706 0.00815472 0.00808407 0.00774781 0.00761252 0.00676491 0.00685494 0.00640866 0.00638014 threshold=1.0000000180025095e-35 0.068259380757808671 0.00099748477805400022 0.8784809708595277 0.18897357583045957 4.1274226532550535e-05 0.0089773964136838514 0.99894970655441295 0.3781151175498963 0.94052824378013633 3.5000000000000004 2.5000000000000004 0.0043998162727802515 1.5000000000000002 3.5000000000000004 4.5000000000000009 -32.499999999999993 4.5000000000000009 0.00019807765784200004 0.88956639566395668 0.00022280584380490002 4.5000000000000009 7.5000000000000009 -344.49999999999994 0.028778467908902653 0.034723896792862259 1.0000000180025095e-35 0.055738304093567205 0.023937770392229853 0.99766892194747936 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 10 2 2 2 2 2 2 left_child=4 2 5 8 12 13 11 21 15 -6 20 19 -1 23 26 -3 -9 -10 -12 28 -7 -5 -18 -2 -13 -16 27 -8 -4 -11 right_child=1 3 6 7 9 10 14 16 17 29 18 24 -14 -15 25 -17 22 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010053838357191553 0.011374247004746553 0.010591091124231893 0.010969664748067714 0.01029080272801078 -0.010284130314845701 0.011556495639070685 0.010701142851655665 0.010244667450324554 0.0104306932847639 -0.010465443589337063 0.011885765744374499 0.011095844054121411 -0.010143306411547844 0.012157494713320496 0.010815865183408721 0.010781762556322523 0.010178346938020786 0.010566013822140348 0.011632219227464624 0.010788371019202974 0.011313109208048634 0.010387673703366495 0.01023412343178655 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0.0105592 -0.0103578 0.0115761 0.0111911 -0.0100637 0.0120327 0.0109164 0.0106587 0.0101999 0.0104747 0.0117332 0.01106 0.0114154 0.01032 0.0101874 0.0117616 0.0113375 0.0110446 0.010822 0.0108832 0.0111039 -0.0105258 internal_weight=0 3994.33 559.411 3434.92 4142.18 209.652 349.758 2925.31 509.608 342.568 131.372 156.219 3799.61 78.2798 193.539 234.015 2469.88 275.593 66.4274 82.4161 64.945 455.431 1930.73 24.6828 73.8029 82.0956 111.444 68.9338 70.9456 104.497 internal_count=911180 169666 6290 163376 741514 1749 4541 151733 11643 13746 1176 1766 727768 573 2775 4525 134887 7118 544 1021 632 16846 110392 201 745 1018 1757 1023 842 2599 is_linear=0 shrinkage=0.01 Tree=404 num_leaves=31 num_cat=0 split_feature=10 1 6 10 1 10 1 10 10 2 1 10 6 2 1 1 5 1 1 1 0 2 0 10 10 2 6 2 10 1 split_gain=1911.04 219.71 141.499 61.9369 91.7456 69.5386 52.8294 48.5564 38.8678 38.6998 35.3728 34.4473 25.4518 23.3193 20.4383 18.4818 17.1501 16.9943 15.9452 13.591 11.8257 11.5847 11.3615 10.3814 9.56423 9.53268 8.90485 8.86179 8.39513 10.5414 threshold=3.1750000000000003 -32.499999999999993 30.500000000000004 6.1150000000000011 -70.499999999999986 3.8350000000000004 -11.499999999999998 3.1750000000000003 4.2350000000000012 0.012270400481782552 -37.499999999999993 2.1250000000000004 1.5000000000000002 0.028778467908902653 -239.49999999999997 -361.49999999999994 1.5000000000000002 -60.499999999999993 -1.0000000180025095e-35 -3.4999999999999996 1.0000000180025095e-35 0.73368794326241138 1.0000000180025095e-35 4.9050000000000011 2.7350000000000008 0.034723896792862259 15.500000000000002 0.012270400481782552 4.5750000000000011 -361.49999999999994 decision_type=10 8 2 10 8 10 10 8 10 2 8 10 2 2 10 10 10 8 8 8 2 2 2 10 10 2 2 2 10 10 left_child=1 7 3 5 14 15 16 24 18 10 20 -3 28 -10 26 -2 17 -6 -4 -13 -7 -16 25 -12 -1 -9 -5 -17 -11 -30 right_child=2 11 8 4 6 9 -8 22 13 12 23 19 -14 -15 21 27 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0014320841579490223 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64.300195798277855 189.13679030211642 38.523012080229819 85.565184817649424 663.04824439017102 175.3542134007439 12.273686328437178 146.31301754713058 123.09699168195948 220.28700622543693 195.6978889699094 19.371837069280446 173.20366384275258 229.84618401434273 584.62218727171421 leaf_count=14863 12735 79455 20878 3703 2036 9921 6422 2072 8721 23961 5918 1990 162717 260450 37221 4025 10840 2790 6899 36322 14910 765 6972 15633 20097 11225 3171 18681 29226 76561 internal_value=0 0.00657573 -0.00361737 -0.00252672 0.000408613 -0.0031086 0.00441041 0.00222146 -0.00610448 -0.0037342 -0.00134577 0.00835176 -0.00436079 -0.00674286 -0.00341292 0.000564388 0.00576248 0.00178162 -0.00227564 0.00653728 0.000604456 -0.00489933 0.00483316 -0.0047208 -3.72994e-05 0.00347307 0.00106781 -0.00132913 -0.0032731 -0.0037534 internal_weight=0 2841.09 5216.42 3626.24 599.919 3026.32 293.048 823.1 1590.18 2585.88 537.412 2017.99 2048.47 1362.94 306.871 440.433 266.067 76.9305 227.24 689.039 340.599 230.43 381.726 196.812 441.373 235.413 76.4417 237.504 1049.32 814.468 internal_count=911180 172996 738184 441236 66948 374288 22088 55229 296948 338847 46382 117767 292465 269171 44860 35441 15666 4826 27777 38312 24831 37986 20269 21551 34960 13297 6874 22706 129748 105787 is_linear=0 shrinkage=0.01 Tree=405 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 10 10 12 12 12 12 12 12 2 2 10 10 2 10 2 10 2 12 12 10 6 6 2 split_gain=8430.27 5.0379 0.640366 0.493796 0.265441 0.127422 0.121973 0.0689975 0.0671402 0.0627219 0.0483519 0.041381 0.0370555 0.0292178 0.0279292 0.0232055 0.0197993 0.0195653 0.0192722 0.0187426 0.0176547 0.0169689 0.0166213 0.0164684 0.0136161 0.0123573 0.0094771 0.00832244 0.00754655 0.00736416 threshold=1.0000000180025095e-35 0.068259380757808671 0.00099748477805400022 0.8784809708595277 0.18897357583045957 3.1450000000000005 3.2050000000000005 3.2950000000000004 3.0550000000000002 0.00015983601042530003 0.0089773964136838514 0.94052824378013633 0.3781151175498963 0.0043998162727802515 0.99766892194747936 0.034723896792862259 0.028778467908902653 2.6750000000000003 1.3750000000000002 0.023937770392229853 3.3950000000000005 0.012270400481782552 1.0000000180025095e-35 0.034723896792862259 7.4335632689326312e-06 0.0070173616986721008 2.6750000000000003 2.5000000000000004 24.500000000000004 0.96213569039656011 decision_type=2 2 2 2 2 10 10 10 10 2 2 2 2 2 2 2 2 10 10 2 10 2 10 2 2 2 10 2 2 2 left_child=4 2 5 8 13 22 18 -5 -3 19 16 17 21 -1 -9 -12 -8 -6 -4 -7 -13 -10 28 -11 -21 -20 -15 -18 -2 -22 right_child=1 3 6 7 11 9 10 14 12 23 15 20 -14 26 -16 -17 27 -19 25 24 29 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010053182119430418 0.010976894554129037 0.01037728393295975 0.010608356035641472 0.010184345256713832 -0.010493997901440129 0.011712578402093395 0.011070186498038346 0.010387313463009149 0.010566678501349177 0.011318219448537852 0.010796242081127292 -0.010723673898098345 0.01053432085848462 -0.010257670410991841 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489 517 4215 2821 26970 1147 353 10270 238 200 1896 1877 249 397 372 568 33943 433 61 186 internal_value=0 0.0104111 0.0112941 0.0102663 -0.0100873 0.0117326 0.011031 0.0102158 0.0105548 0.0118705 0.011156 -0.0103553 0.0106297 -0.010063 0.0102919 0.011028 0.0113132 -0.010282 0.0107498 0.0120305 -0.010522 0.0107391 0.0112889 0.0116237 0.0120917 0.0108774 -0.0101421 0.0113888 0.0110903 -0.0104374 internal_weight=0 3941.53 555.076 3386.45 4086.42 208.194 346.881 2881.62 504.83 158.823 240.141 338.981 355.06 3747.44 842.79 132.332 107.808 235.517 106.741 96.3476 103.464 165.449 49.3715 62.4753 80.7995 56.0883 415.393 82.241 22.7371 72.8964 internal_count=911180 169666 6290 163376 741514 1749 4541 151733 11643 1230 2721 13746 6953 727768 33596 1636 1085 11147 1820 698 2599 2738 519 532 572 806 36764 786 270 2082 is_linear=0 shrinkage=0.01 Tree=406 num_leaves=31 num_cat=0 split_feature=1 2 2 0 0 5 5 2 1 2 5 1 1 2 5 2 5 1 2 2 2 2 2 5 2 2 2 2 5 2 split_gain=738.537 117.748 94.6147 91.1867 87.2099 55.8051 32.2429 28.189 22.2847 16.3449 14.8148 13.8431 35.1036 11.6711 20.7184 15.0103 17.5553 11.3884 20.8342 58.5271 11.3073 19.9344 10.1753 9.33745 8.39337 20.0474 8.35566 29.2778 8.33598 8.22551 threshold=-1.0000000180025095e-35 0.019324122479462254 0.96213569039656011 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 0.74891304347826104 -9.4999999999999982 0.66751700680272119 1.5000000000000002 -133.49999999999997 -188.49999999999997 0.48581488933601619 1.5000000000000002 0.019324122479462254 1.5000000000000002 -8.4999999999999982 0.091372912801484213 0.087337909992372217 0.50144508670520238 0.64126753749395271 0.32444286391654814 1.5000000000000002 0.25092592592592594 0.24494897959183673 0.75110619469026563 0.98936170212765973 8.5000000000000018 0.74891304347826104 decision_type=8 2 2 2 2 10 10 2 10 2 10 10 10 2 10 2 10 10 2 2 2 2 2 10 2 2 2 2 10 2 left_child=1 11 3 6 5 7 17 9 -5 13 22 12 -1 15 -15 -2 -17 18 19 -3 -16 -22 -6 -21 25 -7 -9 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166.68801860697567 26.514217576244846 44.832377669401467 112.0714067411609 604.79475444788113 90.552201357670128 323.17969900555909 143.92757641011849 623.62422056496143 143.54855071241036 46.983605714514852 2181.1229693065397 4.9580307656433424 42.150027650408447 65.590771060436964 590.92598968232051 48.988698858534917 117.77865267824382 19.650988002773374 58.783693548757583 89.081381529103965 21.178314607124776 157.77162041026168 leaf_count=13380 12674 21787 18255 42188 25543 4893 113720 11110 6167 5555 9024 43518 15816 28530 9753 57168 17380 11346 338636 670 4895 4404 39872 3452 17514 1336 6265 5579 1336 19414 internal_value=0 -0.00248279 -0.00321596 -0.00364642 0.0037537 0.00254069 -0.00427788 0.00303911 0.000295047 0.00248994 0.00604663 0.000853042 -0.00106372 0.00266549 0.00378902 0.00198196 0.00137533 -0.00379908 -0.00370856 -0.000550536 0.00594037 0.00349047 0.00648391 0.00829043 -0.00291913 0.000354712 0.00577068 0.00404022 0.00292373 -0.00396912 internal_weight=0 4814.47 3946.99 3663.78 3135.53 2050.67 3157.86 1879.13 505.918 1564.57 1084.85 867.484 262.69 1519.74 574.848 944.894 767.173 2578.86 2531.88 192.981 251.668 107.741 951.603 53.9467 171.545 53.7663 314.553 147.865 133.25 2338.89 internal_count=911180 648349 575635 557380 262831 187056 509025 163313 48355 140359 75775 72714 29196 134804 47582 87222 74548 395305 383959 25909 19052 9299 65415 4122 23743 6229 22954 11844 10360 358050 is_linear=0 shrinkage=0.01 Tree=407 num_leaves=31 num_cat=0 split_feature=12 12 12 1 10 1 12 12 12 12 10 10 10 10 1 10 10 10 12 10 10 1 12 10 10 10 12 12 10 12 split_gain=4501.7 407.995 280.77 37.739 48.0724 37.4141 25.7796 21.2267 20.8499 20.3485 13.7345 9.57005 7.84858 6.91113 10.3639 8.97109 5.26542 5.09998 4.5607 4.14801 4.14465 3.86647 3.69518 3.5608 2.99722 2.58495 2.50503 2.47784 2.3732 2.29397 threshold=0.026551560498774003 0.97252115607261669 0.00014260681928130004 -1.0000000180025095e-35 2.4350000000000005 -390.49999999999994 0.99989646673202526 6.1143434777477532e-06 0.65440738201141369 0.0013712961226701001 2.9150000000000005 3.9650000000000003 5.8950000000000005 2.1250000000000004 -8.4999999999999982 3.9350000000000005 5.7250000000000005 5.5250000000000012 0.13270235061645502 4.9150000000000009 2.4350000000000005 -351.49999999999994 0.65440738201141369 5.4750000000000005 8.3400000000000016 2.1250000000000004 0.2688089013099671 0.0089773964136838514 5.535000000000001 8.8294510192099562e-07 decision_type=2 2 2 8 10 10 2 2 2 2 10 10 8 10 8 10 10 8 2 10 8 10 2 8 10 10 2 2 10 2 left_child=2 3 7 8 20 10 13 29 18 17 25 22 21 -3 -15 -16 19 -7 -2 26 -5 -9 -6 27 -12 -4 -13 -11 -17 -1 right_child=1 6 5 4 11 9 -8 12 -10 23 24 16 -14 14 15 28 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.009885775476372571 0.0016724611706492099 0.009393985549196961 0.00088468720827677863 0.0032818960468852373 -0.0016982636542989113 -0.0046558272994523366 0.010087930867155998 -0.0092649954184503575 0.0060305766408837213 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4407 30492 24179 1970 3986 23327 1447 491840 is_linear=0 shrinkage=0.01 Tree=408 num_leaves=31 num_cat=0 split_feature=11 0 5 29 5 19 5 5 29 4 0 5 5 5 5 19 14 4 5 5 4 4 4 4 8 4 19 4 4 5 split_gain=8272.66 0.253912 0.0765969 0.067682 0.0574747 0.0496882 0.03956 0.0240694 0.0149922 0.0141575 0.0126844 0.0122268 0.0102758 0.00897739 0.010248 0.00875158 0.00676306 0.0060718 0.00508406 0.00470933 0.0246833 0.0181447 0.00791837 0.00687204 0.00451313 0.00380857 0.00359888 0.00344173 0.00330193 0.00303788 threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 11.500000000000002 3.5000000000000004 1.0000000180025095e-35 18.500000000000004 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 6.5000000000000009 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 21.500000000000004 4.5000000000000009 1.5000000000000002 26.500000000000004 20.500000000000004 17.500000000000004 29.500000000000004 1.0000000180025095e-35 17.500000000000004 1.0000000180025095e-35 29.500000000000004 22.500000000000004 1.5000000000000002 decision_type=2 2 10 2 10 2 10 10 2 10 2 10 10 10 10 2 2 10 10 8 10 10 10 10 2 10 2 10 10 10 left_child=10 2 3 5 7 16 13 9 12 -4 -1 -5 15 -6 -15 -3 19 -9 26 21 25 22 24 -22 -2 -21 -19 -11 -12 -7 right_child=1 8 4 11 6 29 -8 17 -10 27 28 -13 -14 14 -16 -17 -18 18 -20 20 23 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010078272014678931 0.010502914643669795 0.010279869242000739 0.01034763237232136 0.010744109132307767 0.010290688261339701 0.010814335706422712 0.012073711107038318 0.010656468699736474 0.010582906996255336 0.010616088790947843 -0.010078993359045659 0.011278583533981257 0.010354601901597671 0.011062870887793076 0.01036506638504818 0.010646759285389508 0.010741395039846975 0.010966148798648047 0.010657275865919292 0.010256092784721053 0.010531065062176406 0.010432455450740286 0.010630581588974087 0.010430187667711442 0.010169242836544461 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0.00675597 0.00609539 0.0055866 0.00556404 0.00535422 threshold=1.0000000180025095e-35 0.068259380757808671 0.00099748477805400022 0.8784809708595277 0.2688089013099671 4.1274226532550535e-05 0.0089773964136838514 0.99894970655441295 0.3781151175498963 0.97252115607261669 0.0070173616986721008 1.0000000180025095e-35 1.0000000180025095e-35 0.023937770392229853 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.00019807765784200004 1.0000000180025095e-35 0.028778467908902653 0.012270400481782552 0.98936170212765973 1.0000000180025095e-35 0.98286867204695538 0.99999827146530174 5.1029428504989491e-06 0.73368794326241138 0.034723896792862259 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=4 2 5 8 10 15 12 -5 18 -6 -1 -7 -4 -8 19 20 23 21 22 -13 -2 -14 -3 -15 -10 27 -9 -22 -24 -21 right_child=1 3 6 7 9 11 13 26 24 -11 -12 14 17 16 -16 -17 -18 -19 -20 29 25 -23 28 -25 -26 -27 -28 -29 -30 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internal_count=911180 169666 6290 163376 741514 1749 4541 151733 11643 11503 730011 1176 1766 2775 947 573 2003 1300 4525 746 445 1021 3096 1543 7118 418 134887 380 2428 457 is_linear=0 shrinkage=0.01 Tree=410 num_leaves=31 num_cat=0 split_feature=10 1 6 10 1 10 1 10 10 2 10 1 6 2 10 1 5 1 1 0 0 6 10 10 1 2 10 10 1 2 split_gain=1788.93 208.632 132.882 58.0713 78.5766 65.1018 49.4197 45.4062 36.9161 36.6541 33.8315 33.7849 22.5945 21.7082 20.2633 16.8748 15.1997 12.9444 12.7644 11.4526 10.7317 10.3094 9.79887 9.28855 12.2812 9.01315 8.95297 8.32935 9.44029 9.63825 threshold=3.1750000000000003 -32.499999999999993 30.500000000000004 6.0550000000000006 -71.499999999999986 3.8350000000000004 -59.499999999999993 3.1750000000000003 4.1150000000000011 0.012270400481782552 2.1250000000000004 -37.499999999999993 1.5000000000000002 0.028778467908902653 8.4800000000000022 -361.49999999999994 1.5000000000000002 -21.499999999999996 -3.4999999999999996 1.0000000180025095e-35 1.0000000180025095e-35 13.500000000000002 4.9050000000000011 6.9850000000000012 -61.499999999999993 0.034723896792862259 2.7350000000000008 4.5750000000000011 -270.49999999999994 0.65858556175923211 decision_type=10 8 2 10 8 10 10 8 10 2 10 8 2 2 10 10 10 8 8 2 2 2 10 10 10 2 10 10 10 2 left_child=1 7 3 5 14 15 23 26 17 11 -3 19 27 -10 21 -2 -8 -4 -12 -7 25 -5 -13 24 -6 -9 -1 -11 -29 -30 right_child=2 10 8 4 6 9 16 20 13 12 18 22 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=0.0014273828509860718 0.0027057296403766441 0.0092528391897605654 -0.0040753135573747736 0.0005028823992456737 -0.00083975111631757809 0.0025517337044421184 -0.0065100930903893078 0.0078788537596029672 -0.0014711316303438846 -0.0015842463455577041 -0.00053075489200470137 -0.001756646476835839 -0.0054228960392245186 -0.006940636788983847 -0.0062103424721993436 -0.0012944629658224369 0.0039246115947680835 0.0011943576169738976 0.0067352156581217196 -0.0011915928696962742 0.006950127735689822 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internal_value=0 0.0065125 -0.00356498 -0.00248905 0.000365322 -0.00307224 0.00412188 0.00220108 -0.00602936 -0.00369351 0.008294 -0.00132464 -0.00431942 -0.0066237 -0.00316897 0.000545298 -0.00340912 -0.00195122 0.00645828 0.00062083 0.00477702 -0.000984088 -0.00468576 0.00640917 0.00314806 0.00343353 -1.83688e-05 -0.00327231 -0.00376409 -0.00288808 internal_weight=0 2716.28 5011.56 3488.51 591.836 2896.67 286.897 794.208 1523.06 2472.11 1922.07 516.672 1955.44 1329.32 304.939 424.557 66.8362 193.735 659.478 327.253 367.583 177.456 189.419 220.061 62.5249 227.15 426.626 1003.34 776.984 476.211 internal_count=911180 172996 738184 441236 68807 372429 23038 55229 296948 336988 117767 46198 290790 273116 45769 35441 8939 23832 38312 24671 20269 20866 21527 14099 4548 13297 34960 129286 105325 64518 is_linear=0 shrinkage=0.01 Tree=411 num_leaves=31 num_cat=0 split_feature=11 1 6 3 6 2 0 6 1 0 2 1 6 1 1 6 6 3 6 3 6 1 2 6 1 6 2 3 6 1 split_gain=8077.02 1.38008 0.419304 0.140475 0.109739 0.0767807 0.0595357 0.0411601 0.0409738 0.037595 0.0265043 0.0264361 0.0251715 0.0160287 0.0151618 0.014028 0.0146435 0.0139969 0.012821 0.0124157 0.0124121 0.0117089 0.0102374 0.00951311 0.00939652 0.00913418 0.00871205 0.00825362 0.00821931 0.00790287 threshold=1.0000000180025095e-35 -3.4999999999999996 30.500000000000004 0.22271825396825398 2.5000000000000004 0.091372912801484213 1.0000000180025095e-35 9.5000000000000018 -70.499999999999986 1.0000000180025095e-35 0.087337909992372217 -60.499999999999993 4.5000000000000009 -87.499999999999986 -371.49999999999994 29.500000000000004 1.5000000000000002 0.20112359550561798 15.500000000000002 0.61781229345670863 45.500000000000007 -31.499999999999996 1.0000000180025095e-35 20.500000000000004 -1.0000000180025095e-35 1.5000000000000002 0.58847248576850109 1.0000000180025095e-35 20.500000000000004 -8.4999999999999982 decision_type=2 8 2 2 2 2 2 2 10 2 2 10 2 10 10 2 2 2 2 2 2 10 2 2 8 2 2 2 2 10 left_child=12 2 3 15 5 10 25 -3 9 18 -5 28 24 14 17 16 21 -4 22 -15 -16 -2 -6 -20 -1 -7 -11 -14 -10 -8 right_child=1 7 13 4 8 6 29 -9 11 26 -12 -13 27 19 20 -17 -18 -19 23 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010098081589575982 0.010406011804248567 0.010207018148837475 0.010355369206587878 0.010429348348861325 0.010548906064826806 0.010674640670460646 0.010458089078269547 0.01032798378187693 0.010586802696353544 0.010686590763030865 0.010147235259420375 0.0107714250778098 -0.010172382919305526 0.010807372033652706 0.01088188224180381 0.010184730314790098 0.010525434341806989 0.011222990200212541 0.011232816279542921 0.010967222023098133 0.011149597296140786 0.0102350210762608 0.01090636363203887 0.010939753184049392 -0.010148633449813647 0.010874611769908425 0.010303852950305725 -0.010058641501056082 0.01035586552157741 0.011273240692679735 leaf_weight=1240.7324770726264 313.37129697203636 1720.4802899276838 5.6161114200949651 125.35033428296447 8.8455258607864362 262.84434191696346 186.95857794955373 336.26628939434886 37.323668360710144 12.859118193387987 45.350159843452275 71.824527787044644 65.807802580762655 87.119354419410229 22.728417744860053 28.625831751152873 92.198357878252864 2.7797035090625286 21.088446121662855 109.86664320714772 72.751843715086579 45.9145428519696 85.021081600338221 23.330490052700043 522.5649536261335 25.016028406098485 11.064572649076579 2088.9963905448094 26.251185964792967 1.1969600878655899 leaf_count=203605 11358 102746 171 4458 224 6356 6742 14835 1014 314 3207 1515 7547 1905 430 1726 2726 38 303 2006 1101 2520 1585 406 64428 485 446 465934 1029 20 internal_value=0 0.0104018 0.0106103 0.0105387 0.0106095 0.0105364 0.0106016 0.0102268 0.0107684 0.0108756 0.0103544 0.01064 -0.010085 0.0109495 0.01105 0.0103994 0.010413 0.0106426 0.0109389 0.0108965 0.0110859 0.0103842 0.0108727 0.0110789 -0.0101131 0.010692 0.0105096 -0.0100621 0.0104914 0.0104633 internal_weight=0 3782.04 1725.3 1424.44 944.325 646.716 476.016 2056.75 297.609 162.209 170.7 135.399 3918.1 300.862 103.876 480.11 451.484 8.39581 138.286 196.986 95.4803 359.286 93.8666 44.4189 1763.3 287.86 23.9237 2154.8 63.5749 188.156 internal_count=911180 169666 52085 46434 28104 21268 13603 117581 6836 3278 7665 3558 741514 5651 1740 18330 16604 209 2518 3911 1531 13878 1809 709 268033 6841 760 473481 2043 6762 is_linear=0 shrinkage=0.01 Tree=412 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 10 10 12 12 12 12 12 12 2 10 2 2 10 2 2 10 10 12 12 10 6 6 2 split_gain=7994.78 4.59673 0.593031 0.444826 0.242373 0.120312 0.112256 0.0625836 0.061058 0.0593915 0.0442354 0.0333494 0.0324736 0.0324423 0.0251884 0.0216929 0.0188634 0.0187905 0.0184282 0.017447 0.0158857 0.0157296 0.0154659 0.0147133 0.0130758 0.0111892 0.0103367 0.00786217 0.00687692 0.00679972 threshold=1.0000000180025095e-35 0.068259380757808671 0.00099748477805400022 0.8784809708595277 0.2688089013099671 3.1450000000000005 3.2050000000000005 3.2950000000000004 3.0550000000000002 0.00015983601042530003 0.0089773964136838514 0.3781151175498963 0.0070173616986721008 0.97252115607261669 0.99766892194747936 0.034723896792862259 3.0550000000000002 0.028778467908902653 0.023937770392229853 1.3750000000000002 0.034723896792862259 0.012270400481782552 1.0000000180025095e-35 3.3950000000000005 7.4335632689326312e-06 0.0070173616986721008 2.6750000000000003 2.5000000000000004 24.500000000000004 0.028778467908902653 decision_type=2 2 2 2 2 10 10 10 10 2 2 2 2 2 2 2 10 2 2 10 2 2 10 10 2 2 10 2 2 2 left_child=4 2 5 8 12 22 19 -5 -3 18 17 21 -1 16 -9 -12 -6 -8 -7 -4 -11 -10 28 -15 -20 -21 -14 -19 -2 -13 right_child=1 3 6 7 13 9 10 14 11 20 15 29 26 23 -16 -17 -18 27 24 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010051349699623725 0.010934340302324366 0.010359484198851665 0.010580911958708708 0.010173539280448096 -0.010465532320460493 0.011651709532153822 0.011027185205131908 0.010371107276280577 0.010541673028045893 0.011265676333610317 0.010762761704518939 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128.60097105801105 leaf_count=697346 209 4690 1014 118137 1311 126 299 6626 861 135 489 1469 2391 372 26970 1147 8277 353 200 238 397 1877 249 1543 372 568 30274 433 61 2746 internal_value=0 0.0103978 0.0112527 0.0102542 -0.0100842 0.0116792 0.0109945 0.0102045 0.0105333 0.0118142 0.0111158 0.0106058 -0.0100617 -0.0103619 0.0102787 0.0109913 -0.0102973 0.0112682 0.0119713 0.0107187 0.0115708 0.0107113 0.0112404 -0.0105347 0.0120324 0.0108422 -0.0101491 0.0113426 0.011045 0.0105134 internal_weight=0 3745.83 538.574 3207.26 3879.44 203.057 335.517 2722.5 484.759 155.28 233.021 342.165 3588.66 290.776 802.899 128.231 211.71 104.79 94.3683 102.496 60.9119 159.707 47.7769 79.0661 79.2248 54.0449 380.545 80.077 21.9193 182.458 internal_count=911180 169666 6290 163376 741514 1749 4541 151733 11643 1230 2721 6953 730011 11503 33596 1636 9588 1085 698 1820 532 2738 519 1915 572 806 32665 786 270 4215 is_linear=0 shrinkage=0.01 Tree=413 num_leaves=31 num_cat=0 split_feature=11 1 6 3 6 3 6 1 3 1 6 6 1 1 6 3 6 6 3 3 6 1 1 1 1 1 3 6 3 3 split_gain=7913.31 1.29841 0.394177 0.13214 0.103135 0.0721901 0.0388247 0.0384728 0.0249219 0.024848 0.0237222 0.0214058 0.0150173 0.0142374 0.0138968 0.0136812 0.0132042 0.0137762 0.013148 0.0116439 0.0116297 0.0110149 0.00885955 0.00801476 0.00781718 0.013157 0.0077843 0.00772762 0.0075804 0.00671244 threshold=1.0000000180025095e-35 -3.4999999999999996 30.500000000000004 0.22271825396825398 2.5000000000000004 0.90501253132832093 9.5000000000000018 -70.499999999999986 0.90943267259056748 -60.499999999999993 4.5000000000000009 11.500000000000002 -87.499999999999986 -371.49999999999994 1.5000000000000002 0.28015151515151521 29.500000000000004 1.5000000000000002 0.20112359550561798 0.61781229345670863 45.500000000000007 -31.499999999999996 -1.0000000180025095e-35 -15.499999999999998 -32.499999999999993 -29.499999999999996 1.0000000180025095e-35 20.500000000000004 0.93782216494845372 0.97385509227614497 decision_type=2 8 2 2 2 2 2 10 2 10 2 2 10 10 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5.5092397611588222 391.18756096623838 8.0200174376368505 44.499292750842869 329.82751404494047 36.626506624743342 3.9049763754010192 70.508000250905752 64.529007144737989 67.87612484395504 85.532935509458184 22.317124770954251 30.259394012391571 83.372383849695325 28.066335045732558 90.461927196010947 2.7314276080578566 107.89734603650868 68.586120480671525 45.025328372605145 512.3733292715624 1.2795732617378224 24.167408993467689 20.260424314066768 2047.8412978160195 25.749097585678101 118.99635613150895 2.8886117804795495 leaf_count=203605 11358 102746 171 11125 335 3208 14835 1014 75 1515 7547 1157 1905 430 708 1786 1726 2726 38 2006 1035 2520 64428 14 1181 576 465934 1029 4381 66 internal_value=0 0.0103937 0.0105979 0.0105277 0.010597 0.0105255 0.0102223 0.0107525 0.0103473 0.0106269 -0.0100834 0.0108573 0.0109297 0.0110279 0.0105893 0.0107574 0.0103913 0.0104047 0.0106294 0.010878 0.0110629 0.0103764 -0.0101108 0.010792 0.0105746 0.0104489 -0.0100609 0.0104815 0.0104207 0.0111251 internal_weight=0 3710.01 1693.12 1397.66 926.707 634.555 2016.89 292.152 167.401 132.884 3841.15 159.269 295.463 102.033 467.154 91.3924 470.953 442.886 8.24067 193.43 93.7919 352.424 1728.78 31.539 435.615 44.4278 2112.37 62.3756 122.901 71.4747 internal_count=911180 169666 52085 46434 28104 21268 117581 6836 7664 3558 741514 3278 5651 1740 13604 2121 18330 16604 209 3911 1531 13878 268033 722 12882 1757 473481 2043 4456 1101 is_linear=0 shrinkage=0.01 Tree=414 num_leaves=31 num_cat=0 split_feature=10 1 6 10 1 10 1 10 10 2 10 1 6 2 10 1 1 10 1 0 0 10 6 10 10 1 2 10 10 1 split_gain=1707.06 201.384 127.349 55.1589 74.9165 62.026 47.2173 43.2699 35.5424 34.9724 33.1563 32.1886 21.6933 21.4023 19.3784 16.046 14.0381 12.3076 12.2275 10.8792 10.3195 9.87793 9.82031 9.41531 8.93303 11.7572 8.67185 8.49975 7.95309 9.03499 threshold=3.1750000000000003 -32.499999999999993 30.500000000000004 6.0550000000000006 -71.499999999999986 3.8350000000000004 -59.499999999999993 3.1750000000000003 4.2350000000000012 0.012270400481782552 2.1250000000000004 -37.499999999999993 1.5000000000000002 0.028778467908902653 8.4800000000000022 -361.49999999999994 -1.0000000180025095e-35 9.7700000000000014 -3.4999999999999996 1.0000000180025095e-35 1.0000000180025095e-35 6.2550000000000008 13.500000000000002 4.9050000000000011 6.9850000000000012 -61.499999999999993 0.034723896792862259 2.7350000000000008 4.5750000000000011 -270.49999999999994 decision_type=10 8 2 10 8 10 10 8 10 2 10 8 2 2 10 10 8 10 8 2 2 10 2 10 10 10 2 10 10 10 left_child=1 7 3 5 14 15 24 27 16 11 -3 19 28 -10 22 -2 -4 21 -12 -7 26 -8 -5 -13 25 -6 -9 -1 -11 -30 right_child=2 10 8 4 6 9 17 20 13 12 18 23 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0014107119427697323 0.0026783080460219925 0.0092301643959656204 -0.0042063725306437537 0.00049584176523074011 -0.00083110584138076514 0.0025240896426045397 -0.0079676833693392516 0.0078390738225957157 -0.0014052336266275828 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183.6198253929615 206.74278996884823 291.26936692558229 461.9948807451874 leaf_count=14863 12735 79455 20878 12206 3093 9808 684 2072 8721 23961 1990 5918 161504 260450 24903 22706 6899 6325 36322 14863 6972 1930 8660 15609 9551 1455 11225 20097 40807 64518 internal_value=0 0.00647558 -0.0035357 -0.00246667 0.000361327 -0.00304355 0.0040942 0.00217826 -0.00599002 -0.00365998 0.00826151 -0.00131104 -0.00428137 -0.00662761 -0.00314215 0.000539642 -0.00220478 -0.00338624 0.00641492 0.000614248 0.004735 -8.04181e-05 -0.000975424 -0.00464649 0.00637013 0.0031213 0.00339852 -1.86287e-05 -0.00323998 -0.00372832 internal_weight=0 2624 4853.71 3381.02 572.843 2808.17 277.342 770.356 1472.69 2395.99 1853.64 501.246 1894.74 1260.39 295.501 412.187 212.301 64.6974 637.791 317.803 356.02 41.0914 172.214 183.443 212.645 60.539 220.279 414.336 973.047 753.264 internal_count=911180 172996 738184 441236 68807 372429 23038 55229 296948 336988 117767 46198 290790 269171 45769 35441 27777 8939 38312 24671 20269 2614 20866 21527 14099 4548 13297 34960 129286 105325 is_linear=0 shrinkage=0.01 Tree=415 num_leaves=31 num_cat=0 split_feature=11 10 6 48 10 10 10 48 2 10 48 10 10 2 48 29 10 6 10 6 5 29 6 48 5 5 10 29 2 3 split_gain=7806.08 1.3498 0.326598 0.202339 0.134264 0.101021 0.0921789 0.0817518 0.0819361 0.0556909 0.0542561 0.0503043 0.037436 0.0368927 0.034205 0.0302667 0.0282948 0.0259624 0.0243039 0.0260626 0.0200678 0.0194071 0.0193614 0.0184768 0.0168508 0.0154046 0.0238176 0.0143399 0.0139775 0.0132311 threshold=1.0000000180025095e-35 3.3950000000000005 30.500000000000004 1.0000000180025095e-35 6.0550000000000006 1.0000000180025095e-35 8.8850000000000016 1.0000000180025095e-35 1.0000000180025095e-35 3.3950000000000005 1.0000000180025095e-35 4.995000000000001 4.3350000000000009 0.7003401360544218 1.0000000180025095e-35 1.0000000180025095e-35 5.5450000000000008 9.5000000000000018 6.9850000000000012 4.5000000000000009 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 5.5000000000000009 9.7700000000000014 1.0000000180025095e-35 0.055738304093567205 1.0000000180025095e-35 decision_type=2 10 2 2 10 10 10 2 2 10 2 10 10 2 2 2 10 2 10 2 10 2 2 2 10 10 10 2 2 2 left_child=9 3 4 15 7 17 18 11 -9 23 12 21 27 22 -8 -2 -12 -5 19 -6 -18 -3 -10 -1 -20 26 -16 -4 -13 -7 right_child=1 2 10 5 6 29 14 8 13 -11 16 28 -14 -15 25 -17 20 -19 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010244485966961234 0.010178739276093392 0.010394394192519481 0.010455056799503258 0.01025245629059506 0.010337219641128237 0.010439517129732675 0.010308728008224939 0.010521288842559611 0.010767862129506669 -0.010066325106842411 0.011162498695060799 0.010503981830031968 0.010927247934063808 0.010574749998554647 0.010997248857857083 0.010534356853130131 0.010861775838258661 0.010510745314993368 0.010509378585236611 0.010699741093794997 0.01135602703938535 0.010708092450661479 0.010934313521830937 -0.010128470139305457 0.01019899637025601 0.010454659815123819 0.01181401354609529 0.011440102820057694 0.010783045238270681 0.010607504658484417 leaf_weight=221.63127163937315 1661.5083146318793 217.28295133635402 34.991426542401314 277.28614906128496 72.826025718823075 64.68686867505312 7.5322693753987577 174.84547008574009 175.9500285089016 3207.6101054255851 96.406797297298908 25.178773377090693 45.137354580685496 67.624257883056998 15.056659895926719 24.282886991277337 77.954664722084999 45.269926516339183 19.968007881194353 27.252300132066011 9.1825855839997512 21.689994947984815 115.92122156359255 360.66557531640865 141.02992513310164 3.3197170132771125 4.6800515353679648 1.5430301725864399 62.501131080091 170.37913172878325 leaf_count=17629 105224 8486 1148 14056 2951 2130 304 4863 3603 678560 1382 723 882 1799 229 820 1461 1383 670 705 115 495 1978 45325 8322 102 52 19 1265 4499 internal_value=0 0.0103911 0.0106326 0.0102385 0.0105598 0.0104036 0.0103744 0.0106227 0.0106988 -0.0100827 0.010949 0.010498 0.0107346 0.0107852 0.0108938 0.0101839 0.0110445 0.0102887 0.0103136 0.0104359 0.0109139 0.0104229 0.010834 -0.0101726 0.0102375 0.0110849 0.0111909 0.0104967 0.0107029 0.0105613 internal_weight=0 3661.29 1417.87 2243.41 1152.66 557.622 291.665 860.994 534.341 3789.91 265.216 326.653 81.6718 359.496 30.5887 1685.79 183.544 322.556 261.076 100.078 87.1373 238.973 291.871 582.297 160.998 23.0564 19.7367 36.5345 87.6799 235.066 internal_count=911180 169666 41554 128112 36547 22068 13335 23212 12243 741514 5007 10969 2049 7380 687 106044 2958 15439 12648 3656 1576 8981 5581 62954 8992 383 281 1167 1988 6629 is_linear=0 shrinkage=0.01 Tree=416 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 10 10 12 12 12 12 12 12 2 10 2 2 10 2 2 10 10 12 12 10 6 48 48 split_gain=7726.63 4.23493 0.545728 0.410272 0.2231 0.113051 0.104878 0.0588024 0.0569347 0.0547951 0.0407131 0.0306976 0.029881 0.0298298 0.0232609 0.0202885 0.0177907 0.0176628 0.0174541 0.0160428 0.0150118 0.0146883 0.0143389 0.0139557 0.0120951 0.0102054 0.00971886 0.00747313 0.00741871 0.00737055 threshold=1.0000000180025095e-35 0.068259380757808671 0.00099748477805400022 0.8784809708595277 0.2688089013099671 3.1450000000000005 3.2050000000000005 3.2950000000000004 3.0550000000000002 0.00015983601042530003 0.0089773964136838514 0.3781151175498963 0.0070173616986721008 0.97252115607261669 0.99766892194747936 0.034723896792862259 3.0550000000000002 0.028778467908902653 0.023937770392229853 1.3750000000000002 0.034723896792862259 0.012270400481782552 1.0000000180025095e-35 3.3950000000000005 7.4335632689326312e-06 0.0070173616986721008 2.6750000000000003 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 10 10 10 10 2 2 2 2 2 2 2 10 2 2 10 2 2 10 10 2 2 10 2 2 2 left_child=4 2 5 8 12 22 19 29 -3 18 17 21 -1 16 -9 -12 -6 -8 -7 -4 -11 -10 -2 -15 -20 -21 -14 -19 -13 -5 right_child=1 3 6 7 13 9 10 14 11 20 15 28 26 23 -16 -17 -18 27 24 25 -22 -23 -24 -25 -26 -27 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94.633971646428108 155.97525234380737 32.985763922333717 28.7726069688797 18.92688225209713 46.603695888072252 116.0856270454824 25.196719259023666 54.590988821350038 48.926344022154808 33.593230951577425 315.11975039634854 45.339855831116438 132.15574707090855 332.3472732109949 leaf_count=697346 270 4690 1014 100892 1311 126 299 6626 861 135 489 930 2391 372 26970 1147 8277 353 200 238 397 1877 249 1543 372 568 30274 433 3285 17245 internal_value=0 0.0103872 0.0112173 0.0102466 -0.0100818 0.0116308 0.0109662 0.0101979 0.0105183 0.0117627 0.0110846 0.010589 -0.0100599 -0.0103522 0.0102707 0.0109636 -0.0102893 0.0112324 0.0119151 0.0106952 0.0115263 0.0106915 0.0111991 -0.0105202 0.011975 0.0108153 -0.0101449 0.0113053 0.0104991 0.0101672 internal_weight=0 3626.2 525.553 3100.65 3752.5 198.564 326.989 2629.44 471.209 152.099 227.582 333.342 3470.13 282.365 779.559 125.175 205.506 102.407 92.4968 99.4074 59.6024 155.677 46.465 76.8596 77.699 52.5201 368.902 78.3256 177.665 1849.88 internal_count=911180 169666 6290 163376 741514 1749 4541 151733 11643 1230 2721 6953 730011 11503 33596 1636 9588 1085 698 1820 532 2738 519 1915 572 806 32665 786 4215 118137 is_linear=0 shrinkage=0.01 Tree=417 num_leaves=31 num_cat=0 split_feature=11 10 6 1 1 10 1 1 6 10 10 3 1 10 3 3 1 10 10 6 10 5 1 3 10 6 3 5 6 3 split_gain=7647.94 1.26998 0.306947 0.229514 0.131548 0.131672 0.0890017 0.0843614 0.0792442 0.0740953 0.0524665 0.0332426 0.031108 0.0299955 0.0261902 0.0261303 0.0258881 0.025298 0.0231891 0.0226 0.0206119 0.0200897 0.0179496 0.0166675 0.0163513 0.0155498 0.0149975 0.0139341 0.0124788 0.0111557 threshold=1.0000000180025095e-35 3.3950000000000005 30.500000000000004 -32.499999999999993 -66.499999999999986 6.0550000000000006 -371.49999999999994 -65.499999999999986 3.5000000000000004 1.0000000180025095e-35 3.3950000000000005 0.23123827392120072 -19.499999999999996 9.7700000000000014 0.91723744292237452 0.28015151515151521 -1.0000000180025095e-35 5.5450000000000008 4.2650000000000006 9.5000000000000018 4.5150000000000006 2.5000000000000004 -29.499999999999996 0.13453458306399482 6.3250000000000011 21.500000000000004 0.99938118811881205 2.5000000000000004 13.500000000000002 0.97385509227614497 decision_type=2 10 2 8 8 10 10 10 2 10 10 2 10 10 2 2 8 10 10 2 10 10 10 2 10 2 2 10 2 2 left_child=10 3 4 9 8 7 18 20 11 19 16 -3 -7 23 24 -9 -1 -8 -4 -2 -6 -19 -5 -10 -13 -22 -17 -20 -11 -25 right_child=1 2 6 22 5 12 17 15 13 28 -12 14 -14 -15 -16 26 -18 21 27 -21 25 -23 -24 29 -26 -27 -28 -29 -30 -31 leaf_value=-0.010123739688810687 0.010267062769294245 0.010456265470164745 0.010407871785147299 0.010174400317877749 0.010330010995633035 0.010217330746099262 0.011138552077245482 0.010530525997682645 0.010546168540800448 0.010510577525607943 -0.010065015152594064 0.010752610765678081 0.011470346197492019 0.01191343406967022 0.010456755842079642 0.010806818899380488 -0.010268918834216299 0.010861548219399162 0.010710066013325579 0.01050930297110941 0.010573430491730278 0.011336321756028445 0.010441786054091769 0.010927378685165393 0.010428292059815689 0.010270909478211257 0.010552975781341421 0.011334285806892271 0.010679136092776532 0.010598924124025407 leaf_weight=392.12595697143115 221.31291287392378 117.19953475520015 31.488126818090677 1675.7443271549419 130.27284197695553 183.63693127967417 105.37118899635971 74.509260533377528 15.379836028441785 171.82827201485634 3144.4864919490647 158.2692685611546 2.0029542855918399 2.737128071486949 47.815714860334992 123.67462137714028 178.84690662147477 83.228003982454538 26.247455446049575 46.628124946728349 89.22029416821897 9.9813611134886724 25.48790283780545 107.98271968029439 17.238827679306269 20.987520979717374 28.670574018731713 4.1401124950498334 59.002316055819392 11.435756731778381 leaf_count=50890 10787 3754 1094 108336 5752 10414 1537 2032 420 5140 678560 3296 22 27 1505 2395 12064 1563 632 1441 2549 125 944 1906 553 902 735 56 1464 285 internal_value=0 0.0103833 0.0106197 0.0102337 0.0105484 0.0104562 0.0109292 0.0105457 0.0106745 0.0104223 -0.010081 0.0105927 0.0102309 0.0108771 0.0106642 0.010684 -0.0101692 0.0110324 0.010598 0.0103092 0.0104152 0.0109124 0.0101784 0.010856 0.0107208 0.0105158 0.010759 0.0107951 0.0105537 0.0108959 internal_weight=0 3591.49 1391.49 2200 1131.03 652.975 260.456 467.335 478.059 498.772 3715.46 340.523 185.64 137.535 223.324 226.854 570.973 198.581 61.8757 267.941 240.481 93.2094 1701.23 134.798 175.508 110.208 152.345 30.3876 230.831 119.418 internal_count=911180 169666 41554 128112 36547 24801 5007 14365 11746 18832 741514 9108 10436 2638 5354 5162 62954 3225 1782 12228 9203 1688 109280 2611 3849 3451 3130 688 6604 2191 is_linear=0 shrinkage=0.01 Tree=418 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 12 12 12 12 12 12 12 12 5 12 3 5 5 5 5 3 3 5 3 3 12 5 12 3 12 split_gain=4037.56 373.171 261.659 28.9078 24.3457 21.2589 20.4407 4.48933 3.21301 3.07941 2.81 2.41023 2.24663 1.62862 1.52991 1.33201 1.32206 1.27722 1.16021 1.14098 1.07746 0.883254 0.84248 0.797034 0.781996 0.789474 0.733839 0.679305 0.678457 0.709495 threshold=0.026551560498774003 0.97252115607261669 0.00014260681928130004 0.51461192965507518 0.99989646673202526 0.0013712961226701001 6.1143434777477532e-06 0.13270235061645502 0.78322452306747448 0.0070173616986721008 0.99766892194747936 3.4846319977077662e-05 8.8294510192099562e-07 2.5000000000000004 0.00042608799412840006 0.8185736677115989 1.5000000000000002 2.5000000000000004 1.5000000000000002 2.5000000000000004 0.87439320388349528 0.95030864197530873 1.5000000000000002 0.82274865591397861 0.9566262541806021 0.2688089013099671 5.5000000000000009 0.99998754262924205 0.87439320388349528 0.94052824378013633 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 10 10 10 8 2 2 8 2 2 2 10 2 2 2 left_child=2 3 6 7 10 14 12 18 19 16 -3 -8 -1 24 -4 -13 20 21 23 -5 -7 -11 -10 -2 25 -9 -19 -6 29 -24 right_child=1 4 5 8 27 9 11 13 22 17 -12 15 -14 -15 -16 -17 -18 26 -20 -21 -22 -23 28 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553.34508525789715 29.361331985797733 213.68456866918132 44.169171422254294 85.258696640841663 21.572029371745888 88.101214516442269 17.484688182827085 29.854769426863641 22.644840711727738 44.960829174146056 41.125848475378007 32.892097178846598 145.46742724254727 3.8422174216248086 1814.9600080968812 12.075273107737301 22.035404430702329 leaf_count=365205 8951 9687 29289 5838 9783 15495 78786 5300 7136 12864 13466 41657 126635 1473 25293 7028 9128 2076 5438 647 2102 1096 1625 1789 1091 5349 210 115548 399 796 internal_value=0 0.00742134 -0.00751857 0.00262362 0.00956373 -0.00306296 -0.00914746 0.00126194 0.00451785 -0.00175271 0.00763193 -0.00764484 -0.00966272 0.00206574 -0.00474401 -0.00693674 -0.00243321 -0.000918421 0.000405358 0.00350649 -0.00201279 -0.000671369 0.00519564 0.000782599 0.00228092 0.0021061 -0.00304009 0.0100659 0.00432084 0.00392759 internal_weight=0 3630.58 3605.26 1120.75 2509.83 965.172 2640.09 652.027 468.718 542.404 517.79 674.137 1965.95 336.377 422.767 280.606 298.735 243.669 315.65 188.079 213.476 218.255 280.639 227.549 307.016 274.124 25.4142 1992.04 79.0715 66.9962 internal_count=911180 194316 716864 45832 148484 97553 619311 29391 16441 42971 23153 127471 491840 13213 54582 48685 26725 16246 16178 6485 17597 13960 9956 10740 11740 10649 2286 125331 2820 2421 is_linear=0 shrinkage=0.01 Tree=419 num_leaves=31 num_cat=0 split_feature=12 12 12 12 48 12 48 10 12 12 10 10 48 10 29 29 10 10 48 10 12 12 48 39 10 29 12 39 12 10 split_gain=3983.32 373.509 261.834 36.662 24.9349 20.7591 18.5657 17.9422 17.1006 15.2466 10.1217 7.41162 6.89832 11.5712 6.23123 5.61024 5.5258 5.01785 7.02301 3.99466 3.56003 3.52012 3.33764 3.22356 2.82584 2.69067 2.56671 2.50595 2.48263 2.47556 threshold=0.026551560498774003 0.98755538463592529 0.00014260681928130004 0.65440738201141369 1.0000000180025095e-35 6.1143434777477532e-06 1.0000000180025095e-35 5.6550000000000011 0.99989646673202526 0.0013712961226701001 2.3350000000000004 5.8950000000000005 1.0000000180025095e-35 1.3750000000000002 1.0000000180025095e-35 1.0000000180025095e-35 3.1150000000000007 2.9750000000000005 1.0000000180025095e-35 5.285000000000001 0.0035319819580763002 0.18897357583045957 1.0000000180025095e-35 1.0000000180025095e-35 7.0550000000000006 1.0000000180025095e-35 0.13270235061645502 1.0000000180025095e-35 0.0019640936516224501 5.4750000000000005 decision_type=2 2 2 2 2 2 2 8 2 2 10 8 2 10 2 2 10 10 2 8 2 2 2 2 10 2 2 2 2 10 left_child=2 3 5 6 10 -1 7 14 17 19 -4 22 13 -5 16 20 -2 -3 -19 -6 24 -8 -7 26 -12 27 -18 -15 -17 -11 right_child=1 8 4 12 9 11 21 -9 -10 29 15 -13 -14 25 -16 28 23 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0096560649952067389 6.4474630476902327e-05 0.0091590178672801888 0.00011019578511579219 0.0081621093067603973 -0.0045527161420635676 -0.0089913508016570901 0.0018813217015725876 0.0047302939441828222 0.010062170898638636 -0.0010460630793071915 -0.0078703751946669741 -0.005139470043174825 0.0060954777525964766 0.0015005438538486494 0.0026510408421556277 -0.0051655220163184454 -0.005372424798262645 0.0047097322061441195 0.0081852425867844185 -0.0021059894117267416 -0.0050787667843681652 0.0036277920989554358 -0.0074293125417896682 0.0053438958324830126 0.0025718629194888564 0.0061433779329467869 -0.0025705649001985433 0.0087798900068994084 -9.8754590819071913e-05 0.00099805149109689776 leaf_weight=1947.7244027834386 62.726950808428228 178.02899192739278 29.253567290026695 42.913765185512602 189.14647697610781 229.96750544616953 247.42939663724974 52.069411893375218 1972.9380150325596 304.93895323202014 137.4855559237767 102.41888807527721 268.78081751149148 124.61745246872306 27.897104046307504 18.897872526664287 57.662712548859417 89.284935529343784 166.68568477127701 103.10027932398953 84.918710191734135 216.29216499021277 337.60831729439087 3.9849537280388168 2.6413399628363541 15.836886873468755 75.510184563696384 4.9157482720911494 19.805483630858362 73.533359443768859 leaf_count=491840 2112 10326 1300 2262 25346 43610 10328 2045 125331 21979 20400 15461 8710 4781 1098 2795 5294 3252 6443 10482 8887 6975 68400 127 181 476 4602 154 1520 4663 internal_value=0 0.00739428 -0.00749319 0.00283843 -0.00303693 -0.00913377 0.0014684 -0.000565632 0.00966684 -0.00197378 -0.00547061 -0.00761543 0.00506725 0.00359942 -0.00177625 -0.0060896 -0.00239414 0.00786969 0.00697295 -0.00368955 -0.00669443 0.00269592 -0.00806221 -0.00351855 -0.00767354 0.0022525 -0.00378375 0.00177679 -0.00257273 -0.000648912 internal_weight=0 3607.58 3581.44 1200.64 963.722 2617.72 743.573 279.851 2406.94 670.719 293.003 669.995 457.065 188.284 227.782 263.749 199.885 434 255.971 292.247 225.046 463.722 567.576 137.158 140.127 145.37 133.173 129.533 38.7034 378.472 internal_count=911180 194316 716864 48964 97553 619311 32581 15278 145352 62470 35083 127471 16383 7673 13233 33783 12135 20021 9695 35828 29468 17303 112010 10023 20581 5411 9896 4935 4315 26642 is_linear=0 shrinkage=0.01 Tree=420 num_leaves=31 num_cat=0 split_feature=12 12 12 12 1 1 12 12 12 1 1 12 12 12 12 12 12 1 1 12 6 5 5 1 5 5 5 12 6 6 split_gain=3930.29 373.534 261.833 36.1193 34.7957 27.1478 21.0637 17.8278 17.4075 11.0391 6.05628 3.94338 3.43385 3.27147 2.6197 2.34975 2.10033 1.9251 11.0876 1.87843 1.59905 1.49698 1.48422 1.43686 1.43402 1.41154 1.36152 1.34163 1.17914 1.8677 threshold=0.026551560498774003 0.98755538463592529 0.00014260681928130004 0.65440738201141369 -390.49999999999994 -390.49999999999994 6.1143434777477532e-06 0.0013712961226701001 0.99989646673202526 -3.4999999999999996 -348.49999999999994 0.18897357583045957 0.0089773964136838514 0.2688089013099671 0.0043998162727802515 8.8294510192099562e-07 3.4846319977077662e-05 -57.499999999999993 -56.499999999999993 0.8784809708595277 1.5000000000000002 1.5000000000000002 1.5000000000000002 -8.4999999999999982 3.5000000000000004 3.5000000000000004 2.5000000000000004 0.99894970655441295 212.50000000000003 1.5000000000000002 decision_type=2 2 2 2 10 10 2 2 2 8 10 2 2 2 2 2 2 8 8 2 2 10 10 8 10 10 10 2 2 2 left_child=2 3 6 5 12 13 15 22 17 19 -8 24 -4 28 -9 -1 -12 25 -19 -5 -11 -16 -6 -20 -7 -3 -13 -25 29 -2 right_child=1 8 4 9 7 11 10 14 -10 20 16 26 -14 -15 21 -17 -18 18 23 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31 leaf_value=-0.0098678326594287321 -0.0017166838032970871 0.0089693106677052221 -0.0073307621243817612 0.0052033167451575922 -0.0033176009587005764 0.0020342495979489912 -0.0090164059476801409 -0.001619123067360365 0.010058430310731151 0.003608159864176994 -0.0075341487483413473 0.0038281546751733654 -0.0042641486755078109 3.4036664661452122e-05 0.00045462513555467941 -0.0090922027916571224 -0.0061696691416124813 -0.0073619901751616262 0.008881376243374893 0.0067836398009399716 0.0014719144391185856 -0.0012568850841348847 -0.0047739934624226824 0.0062930403685647826 -0.00099906074089102753 0.0062419135953024826 0.0013306638506680388 0.0079937288862280062 0.001300995284424766 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0.0078389 0.00728007 0.00611073 0.00278816 -2.15995e-05 -0.00376818 0.00757846 0.00185676 0.00863751 0.00358442 0.00713505 -0.00253062 -0.00276274 internal_weight=0 3584.12 3557.51 1198.73 961.954 742.945 2595.55 754.022 2385.39 455.787 665.848 530.77 207.932 212.176 426.523 1929.7 460.848 431.361 253.779 307.633 148.154 254.47 327.499 248.71 282.908 177.583 247.861 185.561 132.574 125.001 internal_count=911180 194316 716864 48964 97553 32581 619311 71404 145352 16383 127471 19963 26149 12618 30492 491840 89541 20021 12714 9928 6455 15798 40912 12595 11936 7307 8027 10114 8830 8322 is_linear=0 shrinkage=0.01 Tree=421 num_leaves=31 num_cat=0 split_feature=11 1 3 0 2 5 2 3 5 3 3 3 2 1 2 2 1 1 5 5 5 1 2 1 2 5 1 3 5 5 split_gain=7425.15 1.19669 0.232983 0.126899 0.123122 0.0697394 0.0448799 0.0329097 0.0202187 0.018825 0.0176444 0.0162026 0.0148395 0.0138568 0.01911 0.0141124 0.0116043 0.0111458 0.0106803 0.0105335 0.0182658 0.00922821 0.00919909 0.0117148 0.0100424 0.0109065 0.0094625 0.00892828 0.00878338 0.0233964 threshold=1.0000000180025095e-35 -3.4999999999999996 1.0000000180025095e-35 1.0000000180025095e-35 0.091372912801484213 1.5000000000000002 1.0000000180025095e-35 0.76506899055918665 8.5000000000000018 1.0000000180025095e-35 0.50155279503105599 0.90943267259056748 1.0000000180025095e-35 -89.499999999999986 0.44487847222222227 0.45022522522522529 -1.0000000180025095e-35 -13.499999999999998 1.5000000000000002 5.5000000000000009 3.5000000000000004 -69.499999999999986 0.79531763417305601 -358.49999999999994 0.34556677890011228 2.5000000000000004 -342.49999999999994 0.41625412541254131 2.5000000000000004 5.5000000000000009 decision_type=2 8 2 2 2 8 2 2 10 2 2 2 2 10 2 2 8 10 10 10 10 10 2 10 2 10 10 2 8 10 left_child=9 2 21 4 5 6 -4 13 19 -1 -3 -7 -13 22 28 -16 -11 -8 -12 20 -9 -2 24 -24 26 -26 -6 -5 -15 -30 right_child=1 10 3 27 7 11 17 8 -10 16 18 12 -14 14 15 -17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31 leaf_value=-0.01014019832471595 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124.66083003673702 4.0246519464999428 8.2407364025711995 243.16285771504045 7.8257729299366501 9.5564184319227916 147.10367995500565 23.953802075237036 53.677587019279599 217.84448833018541 10.420599637553094 3.577309710904955 leaf_count=62253 5943 83609 2254 2101 84 3205 900 1677 8 550336 27900 1681 253 3725 416 4987 128925 12 6072 139 108 11118 292 223 3081 425 1349 7785 150 169 internal_value=0 0.0103821 0.0105823 0.0106529 0.010708 0.0104941 0.0106517 0.0107699 0.010939 -0.0100807 0.0102107 0.0102822 0.0104078 0.0107429 0.0107046 0.0106372 -0.010072 0.0108818 0.0102544 0.010924 0.0109455 0.0103771 0.010801 0.0105791 0.0108177 0.0108566 0.0107054 0.0104607 0.0107803 0.0110206 internal_weight=0 3487.57 1608.94 1197.2 930.277 208.751 119.716 721.526 99.1895 3607.49 1878.63 89.035 47.6759 622.336 374.722 198.244 3143.42 49.6482 618.923 98.105 94.0803 411.742 247.614 17.3822 230.232 171.057 59.1745 266.924 176.478 13.9979 internal_count=911180 169666 52085 35024 25138 8305 3166 16833 1932 741514 117581 5139 1934 14901 9447 5403 679261 912 33972 1924 1785 17061 5454 515 4939 3506 1433 9886 4044 319 is_linear=0 shrinkage=0.01 Tree=422 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 6 12 12 6 6 6 6 1 6 2 2 12 2 6 2 2 12 6 2 1 12 split_gain=7349.63 4.03984 0.547617 0.37394 0.215609 0.0814421 0.0609457 0.0409124 0.0319111 0.0318984 0.0296747 0.027947 0.0222467 0.0217567 0.017121 0.0147944 0.00975708 0.00824575 0.00799775 0.00787547 0.00752987 0.00671635 0.00657341 0.00606797 0.00599663 0.00578712 0.00550274 0.00511514 0.00506666 0.00493347 threshold=1.0000000180025095e-35 0.068259380757808671 0.00048551171494175006 0.8784809708595277 0.2688089013099671 0.0055486904457211009 2.9517374969145752e-05 0.99894970655441295 0.3781151175498963 2.5000000000000004 0.97252115607261669 0.0070173616986721008 3.5000000000000004 3.5000000000000004 1.5000000000000002 4.5000000000000009 -32.499999999999993 4.5000000000000009 0.045804195804195758 0.88956639566395668 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0.0166133 0.0115881 0.0112278 0.0108865 0.0104538 0.0104446 0.00865592 0.00844056 0.00799238 0.00773453 0.00763028 threshold=1.0000000180025095e-35 0.068259380757808671 0.00048551171494175006 0.8784809708595277 0.2688089013099671 2.8850000000000002 3.1450000000000005 0.0043998162727802515 3.0550000000000002 3.2950000000000004 5.4114738304633654e-05 0.97252115607261669 0.3781151175498963 0.0070173616986721008 0.99766892194747936 3.0550000000000002 0.0070173616986721008 3.3950000000000005 1.0000000180025095e-35 0.96352549889135264 3.5000000000000004 -371.49999999999994 -380.49999999999994 1.0000000180025095e-35 1.5000000000000002 2.6750000000000003 1.0450000000000002 3.9350000000000005 5.5000000000000009 2.8850000000000002 decision_type=2 2 2 2 2 10 10 2 10 10 2 2 2 2 2 10 2 10 2 2 2 10 10 2 2 10 10 10 2 8 left_child=4 2 6 8 13 16 26 20 -3 -5 24 15 21 -1 -11 -6 29 -13 -9 28 -7 27 -14 -12 -8 -15 -2 -10 -20 -4 right_child=1 3 5 9 11 7 10 18 12 14 23 17 22 25 -16 -17 -18 -19 19 -21 -22 -23 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532.93738842289895 151.39774618903175 46.206125160679221 53.541180822998285 62.251170374453068 21.05504371970892 47.769181054085493 129.45327208563685 145.34224368445575 51.749901600182056 48.555226944386959 302.53731230180711 18.927784785628319 11.76590012013912 58.040312796831131 22.750243708491325 leaf_count=697346 186 4690 231 118137 1311 509 144 459 151 6626 78 372 455 2391 26970 8277 1037 1543 812 343 458 2443 3760 434 352 30274 185 144 661 401 internal_value=0 0.0103745 0.0111817 0.0102328 -0.0100792 0.0109644 0.0116584 0.0110648 0.0104938 0.010185 0.0117744 -0.010344 0.0105611 -0.0100568 0.0102536 -0.0102811 0.0106564 -0.0105104 0.010944 0.010982 0.0112831 0.01066 0.0104738 0.0115931 0.0119362 -0.0101394 0.0112352 0.0108818 0.0110274 0.010791 internal_weight=0 3421.02 510.94 2910.08 3536.61 350.927 160.012 264.606 449.988 2460.09 125.611 274.986 318.418 3261.62 731.091 199.545 86.3214 75.4411 170.343 141.347 94.2632 149.248 169.17 59.2607 66.3505 354.309 34.4011 19.7943 120.291 40.1153 internal_count=911180 169666 6290 163376 741514 4911 1379 3242 11643 151733 1008 11503 6953 730011 33596 9588 1669 1915 2275 1816 967 2738 4215 512 496 32665 371 295 1473 632 is_linear=0 shrinkage=0.01 Tree=424 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 12 10 10 12 12 12 12 2 12 10 2 12 2 10 2 1 6 6 10 10 6 1 10 split_gain=7200.8 3.79211 0.511872 0.351692 0.202966 0.105071 0.0758195 0.0675094 0.0478083 0.047536 0.035574 0.0279002 0.026616 0.026316 0.0233215 0.019565 0.015716 0.014632 0.0131494 0.0128949 0.0128805 0.0124576 0.0105555 0.0100774 0.0084305 0.0083972 0.00816343 0.00792595 0.00773452 0.00738977 threshold=1.0000000180025095e-35 0.068259380757808671 0.00048551171494175006 0.8784809708595277 0.2688089013099671 2.8850000000000002 3.1450000000000005 0.0043998162727802515 3.0550000000000002 3.2950000000000004 5.4114738304633654e-05 0.97252115607261669 0.3781151175498963 0.0070173616986721008 0.034723896792862259 0.99766892194747936 3.0550000000000002 0.040202020202020204 0.0070173616986721008 0.028778467908902653 3.3950000000000005 0.012270400481782552 -380.49999999999994 1.5000000000000002 3.5000000000000004 2.6750000000000003 1.0450000000000002 6.5000000000000009 -371.49999999999994 2.8850000000000002 decision_type=2 2 2 2 2 10 10 2 10 10 2 2 2 2 2 2 10 2 2 2 10 2 10 2 2 10 10 2 10 8 left_child=4 2 6 8 13 18 26 17 -3 -5 23 16 21 -1 -9 -11 -6 -7 29 -12 -13 -10 -14 -8 -19 -15 -2 -16 -23 -4 right_child=1 3 5 9 11 7 10 14 12 15 19 20 22 25 27 -17 -18 24 -20 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.01004629257370564 0.011050362274561463 0.010327523991548451 0.010938649017441489 0.010154415764839705 -0.01043641165538161 0.011041092983441261 0.011708931695223995 0.010729122457533593 0.010495624874052948 0.010336319261992329 0.011281308700010942 -0.010710376407185401 0.010664930445742467 -0.010256285237116743 0.010928491740159895 0.010219371443054424 -0.010227994139258938 0.011217911099661247 0.010533981390504604 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4.95636 11.2567 4.33145 3.823 3.76505 3.73346 3.71891 3.61481 3.0326 2.93386 2.6412 2.51908 2.32603 2.23284 2.13893 2.02258 threshold=0.026551560498774003 0.98755538463592529 0.00014260681928130004 0.65440738201141369 -390.49999999999994 -390.49999999999994 2.4350000000000005 6.1143434777477532e-06 0.99989646673202526 0.0013712961226701001 2.9150000000000005 -3.4999999999999996 2.3850000000000002 5.8950000000000005 2.9750000000000005 -8.4999999999999982 5.5250000000000012 3.9650000000000003 -351.49999999999994 5.7950000000000008 0.18897357583045957 3.9950000000000006 4.0250000000000012 5.4750000000000005 8.3400000000000016 2.4350000000000005 8.8294510192099562e-07 4.9150000000000009 2.1250000000000004 4.1150000000000011 decision_type=2 2 2 2 10 10 10 2 2 2 10 8 10 8 10 8 8 10 10 10 2 10 10 10 10 8 2 10 10 10 left_child=2 3 7 5 10 6 25 26 14 16 28 -5 -13 18 -3 -16 -6 -8 -9 27 -7 -14 -17 -11 29 -2 -1 -19 -4 -12 right_child=1 8 4 11 9 20 17 13 -10 23 24 12 21 -15 15 22 -18 19 -20 -21 -22 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49.909841157495975 97.837723301025108 182.22310611139983 28.488172489218414 84.355801559286192 39.597706318832934 360.17477850639261 6.5989839900284997 238.26824497245252 41.514558194205165 32.92545370478183 80.776544764172286 1.1817910084500898 28.527112904936075 518.44990292354487 35.621382964774966 19.23345650639385 114.66945607517846 leaf_count=365205 763 10326 752 9928 32761 11936 3080 35057 125331 25139 4602 2727 1750 15461 7300 1285 8151 3254 76953 285 8027 1978 1110 5353 37 1153 126635 4083 1218 19540 internal_value=0 0.0073342 -0.00743619 0.00278505 -0.00298032 0.00143867 -0.00155041 -0.00910109 0.00963995 -0.00198936 -0.00659147 0.00498479 0.00275857 -0.00754803 0.00779926 0.006887 -0.00372803 -0.00344533 -0.00800294 -0.00491801 0.00263319 0.000186618 0.00318443 -0.000656739 -0.00776359 0.00408513 -0.00963907 -0.00555072 -0.00162687 -0.00787372 internal_weight=0 3424.71 3398.15 1151.95 924.324 714.582 204.031 2473.83 2272.76 725.292 199.032 437.368 142.427 636.465 412.304 243.637 314.701 152.69 538.628 81.8181 510.551 91.4244 61.4136 410.591 161.016 51.3411 1837.36 75.2191 38.0153 159.835 internal_count=911180 194316 716864 48964 97553 32581 12618 619311 145352 71404 26149 16383 6455 127471 20021 9695 40912 10702 112010 7622 19963 3728 2395 30492 24179 1916 491840 7337 1970 24142 is_linear=0 shrinkage=0.01 Tree=426 num_leaves=31 num_cat=0 split_feature=12 12 12 12 48 12 12 48 10 12 10 10 48 10 29 29 10 10 48 10 12 48 12 39 10 29 12 12 39 12 split_gain=3671.63 359.14 252.013 33.6174 23.1849 20.9685 17.3441 16.7745 16.5871 13.8818 9.55866 7.26963 6.3632 10.9958 5.67076 5.27807 5.15286 4.99445 6.81302 3.75495 3.46005 3.33196 3.21097 2.97668 2.6787 2.48839 2.4183 2.37588 2.36191 2.30571 threshold=0.026551560498774003 0.98755538463592529 0.00014260681928130004 0.65440738201141369 1.0000000180025095e-35 6.1143434777477532e-06 0.99989646673202526 1.0000000180025095e-35 5.6550000000000011 0.0013712961226701001 2.3350000000000004 5.8950000000000005 1.0000000180025095e-35 1.3750000000000002 1.0000000180025095e-35 1.0000000180025095e-35 3.1150000000000007 2.9750000000000005 1.0000000180025095e-35 5.285000000000001 0.0035319819580763002 1.0000000180025095e-35 0.18897357583045957 1.0000000180025095e-35 7.0550000000000006 1.0000000180025095e-35 0.13270235061645502 8.8294510192099562e-07 1.0000000180025095e-35 0.0019640936516224501 decision_type=2 2 2 2 2 2 2 2 8 2 10 8 2 10 2 2 10 10 2 8 2 2 2 2 10 2 2 2 2 2 left_child=2 3 5 7 10 27 17 8 14 19 -4 21 13 -5 16 20 -2 -3 -19 -6 24 -7 -9 26 -12 28 -18 -1 -15 -17 right_child=1 6 4 12 9 11 -8 22 -10 -11 15 -13 -14 25 -16 29 23 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00985875779949392 7.9007316156141114e-05 0.0090983871324010895 0.00016062202623311783 0.0080846508665610908 -0.0044456400978748565 -0.0089360383840675316 0.010044151724366488 0.0018227372540787973 0.0046528716690176618 -0.00062658158785390149 -0.0077869221869730854 -0.005008064479320065 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leaf_count=365205 2112 10326 1300 2262 25346 43610 125331 10328 2045 26642 20400 15461 8710 4781 1098 2795 5294 3252 6443 10482 8887 68400 6975 127 181 476 4602 126635 154 1520 internal_value=0 0.00730885 -0.00741137 0.00276194 -0.00295608 -0.00908708 0.00963034 0.00142564 -0.000549437 -0.00191345 -0.00536631 -0.00751866 0.00494954 0.00350936 -0.00173753 -0.00598711 -0.00234013 0.0077695 0.00685228 -0.00358845 -0.00659274 -0.0079764 0.00261531 -0.00345151 -0.00758808 0.00217488 -0.0037121 -0.0096321 0.00170952 -0.0025075 internal_weight=0 3402.36 3375.57 1149.99 922.603 2452.97 2252.38 713.899 268.364 644.014 278.59 632.582 436.086 180.093 218.47 250.458 191.657 409.758 242.43 279.809 213.328 535.034 445.536 131.325 132.436 139.426 127.505 1820.39 124.339 37.1302 internal_count=911180 194316 716864 48964 97553 619311 145352 32581 15278 62470 35083 127471 16383 7673 13233 33783 12135 20021 9695 35828 29468 112010 17303 10023 20581 5411 9896 491840 4935 4315 is_linear=0 shrinkage=0.01 Tree=427 num_leaves=31 num_cat=0 split_feature=6 48 3 48 3 3 5 3 3 0 3 3 5 3 5 0 19 6 5 6 6 19 3 19 3 6 6 3 6 6 split_gain=497.176 204.49 62.0963 52.9 39.0067 24.7821 22.7552 20.7981 23.5615 28.3562 19.1077 17.0787 15.428 17.4626 13.5027 13.4893 11.763 10.4231 11.3625 10.3725 8.19933 8.16583 7.93947 7.7628 7.63126 7.38622 6.78628 6.26391 5.90064 5.7239 threshold=3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.51530771633864425 0.49341991341991348 3.5000000000000004 0.90501253132832093 0.29429808733309276 1.0000000180025095e-35 0.90943267259056748 0.33477011494252878 2.5000000000000004 0.97156334231805941 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 24.500000000000004 5.5000000000000009 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.99938118811881205 1.0000000180025095e-35 0.20112359550561798 1.5000000000000002 353.50000000000006 0.41696642685851326 1.5000000000000002 4.5000000000000009 decision_type=2 2 2 2 2 2 10 2 2 2 2 2 10 2 10 2 2 2 10 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -2 6 5 11 15 8 19 -10 -9 23 13 -5 16 21 20 18 -14 -3 -6 26 -16 25 -23 -1 27 -4 -11 -29 right_child=2 7 3 12 14 -7 -8 10 9 28 -12 -13 17 -15 22 -17 -18 -19 -20 -21 -22 24 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=0.0055226814750434115 0.0026631034855681729 0.0014727957510362699 -0.0029368661867176468 -0.0043784404611105386 0.0043162450680854867 0.0073359185574537423 -0.0067487990545242668 0.0088931227057544478 -0.0027359853151545104 0.0015048033328574951 0.0013604687795547954 0.0013739850640686767 -0.0051499687719245612 0.00010450204927387132 -0.0016010419429857642 0.0029105732334081236 -0.004773068896225547 -0.0076574357067882961 0.0043875591667026197 -0.0021018392200020447 0.0010127834506075471 0.0041992273389945449 0.0043311914261240829 1.2538553213971861e-05 -0.0058801677128757701 0.0016749922877594139 -0.0049094126992156309 0.0030199599804787438 -0.0036184137609633561 -0.00090401538001283173 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2.04449 threshold=0.026551560498774003 0.98755538463592529 0.00014260681928130004 0.65440738201141369 -390.49999999999994 -390.49999999999994 6.1143434777477532e-06 2.4350000000000005 0.99989646673202526 0.0013712961226701001 2.9150000000000005 -3.4999999999999996 2.3850000000000002 5.8950000000000005 2.9750000000000005 -8.4999999999999982 5.5250000000000012 -351.49999999999994 3.9650000000000003 5.7950000000000008 0.13270235061645502 3.9950000000000006 4.0250000000000012 5.4750000000000005 8.3400000000000016 2.4350000000000005 8.8294510192099562e-07 4.9150000000000009 4.1150000000000011 2.1250000000000004 decision_type=2 2 2 2 10 10 2 10 2 2 10 8 10 8 10 8 8 10 10 10 2 10 10 10 10 8 2 10 10 10 left_child=2 3 6 5 10 7 26 25 14 16 29 -5 -13 17 -3 -16 -6 -8 -9 27 -7 -14 -17 -11 28 -2 -1 -20 -12 -4 right_child=1 8 4 11 9 20 13 18 -10 23 24 12 21 -15 15 22 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0098543325287018518 0.0015595738532983797 0.0090749349417247657 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39.474105531815439 6.5981706152670077 290.17701470479369 41.5109748323448 32.897886240854859 80.768213395029306 1.1786168003454793 28.275924315676093 509.04949227976613 35.355623343493789 113.26623081928119 19.164369398262352 leaf_count=365205 763 10326 752 9928 32761 9947 35057 3080 125331 25139 4602 2727 1750 15461 7300 1285 8151 76953 3254 285 10016 1978 1110 5353 37 1153 126635 4083 19540 1218 internal_value=0 0.00727736 -0.00737889 0.00273906 -0.00292211 0.00141493 -0.00906937 -0.00155246 0.00961814 -0.00193445 -0.00654523 0.00491133 0.00268227 -0.00748293 0.00773386 0.00681342 -0.00364966 -0.00794506 -0.00341567 -0.00487805 0.00259784 0.000145488 0.00309435 -0.000625181 -0.00771892 0.00400222 -0.00962317 -0.00550407 -0.00782937 -0.00161704 internal_weight=0 3374.2 3347.73 1148.15 920.62 713.334 2427.11 203.313 2226.05 723.417 197.203 434.82 141.655 628.023 406.903 241.293 313.16 530.899 152.245 81.4279 510.02 91.3397 61.1753 410.257 159.272 51.0678 1799.08 74.8297 158.093 37.9318 internal_count=911180 194316 716864 48964 97553 32581 619311 12618 145352 71404 26149 16383 6455 127471 20021 9695 40912 112010 10702 7622 19963 3728 2395 30492 24179 1916 491840 7337 24142 1970 is_linear=0 shrinkage=0.01 Tree=429 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 2 2 2 2 2 2 2 12 2 12 12 12 2 2 12 12 12 2 12 split_gain=6979.27 3.85127 0.45208 0.449012 0.208576 0.0592171 0.0533246 0.0474692 0.0369614 0.0295375 0.0262293 0.0163825 0.0199599 0.0147128 0.0138489 0.0107218 0.0105925 0.0109677 0.0101062 0.00929732 0.00829698 0.00812249 0.00713259 0.00493839 0.00457565 0.00442208 0.00411985 0.00408762 0.00391899 0.00382137 threshold=1.0000000180025095e-35 0.036334333941340412 0.00037353503284970005 0.8784809708595277 0.2688089013099671 0.0043998162727802515 2.9517374969145752e-05 0.3781151175498963 0.99894970655441295 0.97252115607261669 0.0070173616986721008 0.98936170212765973 0.028778467908902653 0.028778467908902653 0.012270400481782552 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1155 105314 4013 4960 303 internal_value=0 0.0103705 0.0112318 0.0102344 -0.0100783 0.0110086 0.0116836 0.0105082 0.0101766 -0.0103437 -0.0100551 0.0111619 0.0111946 0.0108799 0.0106013 0.0118999 0.0115173 0.0115696 0.0112648 0.0109311 0.011954 0.0106434 0.0116009 0.0118359 0.0105956 0.0109579 0.0101591 -0.0102793 0.0104051 -0.0105121 internal_weight=0 3284.19 448.298 2835.89 3393.89 300.036 148.262 494.458 2341.43 272.359 3121.53 136.936 125.742 163.1 259.778 64.4435 83.8184 68.8787 95.9062 126.285 54.7997 194.909 64.8972 28.5271 125.758 115.116 1963.75 197.065 234.68 75.2945 internal_count=911180 169666 5263 164403 741514 4000 1263 12670 151733 11503 730011 1586 1409 2414 5552 494 769 616 1022 1779 411 3934 568 224 2703 1568 134887 9588 7118 1915 is_linear=0 shrinkage=0.01 Tree=430 num_leaves=31 num_cat=0 split_feature=12 12 12 1 12 1 12 12 12 1 1 12 12 12 12 12 12 0 1 1 12 5 5 1 5 5 12 6 6 6 split_gain=3525.19 354.784 249.666 32.2954 32.2072 24.3022 21.4357 17.7944 15.8076 10.1853 6.10089 3.50762 3.31274 3.00164 2.46707 2.43725 2.09608 1.92252 1.89374 10.598 1.83412 1.60491 1.42547 1.41704 1.39307 1.37147 1.32254 1.20158 1.14645 1.65437 threshold=0.026551560498774003 0.98755538463592529 0.00014260681928130004 -390.49999999999994 0.65440738201141369 -390.49999999999994 6.1143434777477532e-06 0.99989646673202526 0.0013712961226701001 -3.4999999999999996 -348.49999999999994 0.13270235061645502 0.0089773964136838514 0.2688089013099671 8.8294510192099562e-07 0.0043998162727802515 3.4846319977077662e-05 1.0000000180025095e-35 -57.499999999999993 -56.499999999999993 0.8784809708595277 2.5000000000000004 3.5000000000000004 -8.4999999999999982 1.5000000000000002 1.5000000000000002 0.99894970655441295 1.0000000180025095e-35 212.50000000000003 1.5000000000000002 decision_type=2 2 2 10 2 10 2 2 2 8 10 2 2 2 2 2 2 2 8 8 2 10 10 8 10 10 2 2 2 2 left_child=2 4 6 12 5 13 14 18 24 20 -8 -7 -4 28 -1 -10 -12 27 22 -20 -6 -13 -3 -21 -5 -17 -25 -11 29 -2 right_child=1 7 3 8 9 11 10 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41.654123314656317 244.97344256285578 259.411033927463 44.49736797856167 75.508038091473281 499.89483257383108 175.09771918738261 184.10939100966789 48.286526578478515 4.8888266617432237 58.550105851143599 165.85250415001065 27.748557248152792 20.200283003970981 87.299289762042463 95.552800107281655 67.424237803556025 85.062648917548358 50.049820983782411 7.1951657976023844 49.91067587165162 leaf_count=365205 4096 6371 21859 26382 4034 9947 37930 125331 14694 1893 54894 8884 4290 3788 126635 10416 34647 2285 119 2481 5894 1132 936 4777 14530 5382 5337 2277 508 4226 internal_value=0 0.00725002 -0.00735235 -0.0028971 0.00271521 0.0014015 -0.00905397 0.00960665 -0.00191592 0.00487473 -0.00745145 0.00257214 -0.00651339 -0.00153954 -0.00961528 -0.000618779 -0.00679196 0.0026603 0.00770177 0.00712709 0.00594588 0.00329793 0.00852457 0.00743556 -0.0036181 1.77016e-05 0.00697899 0.00180993 -0.00248766 -0.00272345 internal_weight=0 3319.82 3293.25 910.182 1135.26 705.86 2383.07 2184.56 715.933 429.399 618.178 504.893 194.249 200.967 1764.89 406.307 429.083 139.99 400.495 235.801 289.409 287.16 164.694 230.912 309.626 242.522 172.362 91.7039 125.459 118.264 internal_count=911180 194316 716864 97553 48964 32581 619311 145352 71404 16383 127471 19963 26149 12618 491840 30492 89541 6455 20021 12714 9928 10016 7307 12595 40912 15798 10114 4170 8830 8322 is_linear=0 shrinkage=0.01 Tree=431 num_leaves=31 num_cat=0 split_feature=10 48 10 10 10 2 10 10 3 3 10 48 10 2 2 48 48 48 10 3 48 29 2 39 2 10 3 5 4 29 split_gain=1411.19 140.986 65.5851 63.886 72.3593 50.9709 47.605 32.5451 17.2091 29.3385 28.4898 15.8981 14.4281 17.3645 13.8452 13.6064 13.4684 13.0438 11.977 18.3363 12.9314 11.82 9.79223 9.47173 9.39559 8.64747 8.5614 7.29332 7.14192 6.58737 threshold=3.1750000000000003 1.0000000180025095e-35 4.0850000000000009 6.0750000000000011 9.7700000000000014 0.019324122479462254 3.1750000000000003 2.1250000000000004 0.92342186961021067 0.90501253132832093 8.1200000000000028 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29019 76832 is_linear=0 shrinkage=0.01 Tree=432 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 12 10 10 10 12 12 12 12 12 10 10 3 10 12 1 12 1 3 3 3 10 12 1 10 split_gain=6843.08 3.81389 0.456029 0.439674 0.2071 0.102241 0.0645342 0.0603621 0.0566155 0.0432515 0.0414994 0.0295609 0.0257709 0.0226551 0.0180293 0.0176693 0.0160407 0.0157525 0.0140603 0.013791 0.0130152 0.0119804 0.0107685 0.00983825 0.00973848 0.0109673 0.00903157 0.00874388 0.00845642 0.00831551 threshold=1.0000000180025095e-35 0.036334333941340412 0.00022280584380490002 0.8784809708595277 0.2688089013099671 3.3250000000000006 0.0043998162727802515 3.1450000000000005 3.0550000000000002 3.3550000000000004 0.3781151175498963 0.97252115607261669 0.0070173616986721008 7.4335632689326312e-06 0.99766892194747936 1.0000000180025095e-35 2.8250000000000006 1.0000000180025095e-35 3.3950000000000005 0.0043998162727802515 -371.49999999999994 0.0013712961226701001 -380.49999999999994 1.0000000180025095e-35 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0.0048946 0.00445525 0.00436503 0.00450126 0.00434442 threshold=1.0000000180025095e-35 0.036334333941340412 0.00022280584380490002 0.8784809708595277 0.2688089013099671 0.0023884368129074005 0.3781151175498963 1.5000000000000002 0.99894970655441295 0.97252115607261669 1.0000000180025095e-35 0.0070173616986721008 3.5000000000000004 7.4335632689326312e-06 3.5000000000000004 3.5000000000000004 2.9517374969145752e-05 4.5000000000000009 0.045804195804195758 7.5000000000000009 0.023937770392229853 0.11180555555555556 4.5000000000000009 0.0089773964136838514 0.0070173616986721008 1.5000000000000002 1.0000000180025095e-35 0.26944684528954194 1.0000000180025095e-35 4.5000000000000009 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 2 10 2 2 2 2 left_child=4 2 7 6 11 10 14 16 22 29 -4 -1 21 -9 27 -12 -2 -8 -14 26 -15 -7 -5 -20 -23 -16 -10 -3 -29 -6 right_child=1 3 5 8 9 12 17 13 19 -11 15 -13 18 20 25 -17 -18 -19 23 -21 -22 24 -24 -25 -26 -27 -28 28 -30 -31 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5263 164403 741514 4222 12670 1041 151733 11503 1334 730011 2888 639 5552 1011 402 7118 1074 134887 434 1814 16846 872 1210 1795 115021 3757 2318 9588 is_linear=0 shrinkage=0.01 Tree=434 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 3 12 3 0 0 0 3 3 0 12 3 1 12 3 12 3 12 3 3 12 split_gain=6704.59 3.57986 0.426134 0.413521 0.194958 0.0724509 0.0435998 0.0340104 0.0339727 0.027796 0.0247719 0.0242674 0.0173993 0.0153794 0.0125826 0.0116194 0.0113829 0.0110167 0.0108158 0.00933925 0.00869825 0.00765155 0.00722859 0.00664905 0.00636976 0.00609047 0.00506704 0.00470067 0.00469562 0.00384892 threshold=1.0000000180025095e-35 0.036334333941340412 0.00022280584380490002 0.8784809708595277 0.2688089013099671 0.0023884368129074005 0.3781151175498963 0.99894970655441295 7.4335632689326312e-06 0.97252115607261669 1.0000000180025095e-35 0.0070173616986721008 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.96352549889135264 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7.11127 23.114 1470.66 81.2718 171.317 170.104 46.1705 95.3125 71.8968 275.949 internal_count=911180 169666 52085 46434 10575 6481 117581 4094 741514 4324 3173 35859 19807 5651 1740 14002 13316 4705 16052 1531 209 686 268033 2157 3911 3898 997 5805 3863 14835 is_linear=0 shrinkage=0.01 Tree=436 num_leaves=31 num_cat=0 split_feature=1 6 6 2 5 2 2 2 2 4 5 2 2 2 6 5 1 1 5 5 5 5 1 1 6 6 1 2 2 1 split_gain=511.889 161.614 134.272 36.2954 28.2099 27.1168 26.201 21.0367 20.2594 21.3649 17.6825 15.002 13.3659 13.304 12.8724 12.4347 9.63756 9.43084 8.51665 8.45325 8.06372 7.25445 7.2235 7.1707 7.00096 6.72485 6.4242 6.06011 7.91629 5.76263 threshold=-1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 0.98936170212765973 1.5000000000000002 0.028778467908902653 0.091372912801484213 0.49844720496894418 0.087337909992372217 23.500000000000004 2.5000000000000004 0.49844720496894418 0.50144508670520238 0.74891304347826104 33.500000000000007 2.5000000000000004 -143.49999999999997 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1 1 10 6 12 1 1 10 6 1 split_gain=6557.33 3.39055 0.403675 0.391181 0.184627 0.0910403 0.0572452 0.0536533 0.0504156 0.0386274 0.0368727 0.0264014 0.0229243 0.0200731 0.0160876 0.0156311 0.0143941 0.0126569 0.0121951 0.0119661 0.0113671 0.00940448 0.00801965 0.00796787 0.00777994 0.00765124 0.00761595 0.00743192 0.00703298 0.00629474 threshold=1.0000000180025095e-35 0.036334333941340412 0.00022280584380490002 0.8784809708595277 0.2688089013099671 3.3250000000000006 0.0043998162727802515 3.1450000000000005 3.0550000000000002 3.3550000000000004 0.3781151175498963 0.97252115607261669 0.0070173616986721008 7.4335632689326312e-06 0.99766892194747936 1.0000000180025095e-35 2.8250000000000006 3.3950000000000005 0.0043998162727802515 0.0013712961226701001 -371.49999999999994 -380.49999999999994 3.7350000000000008 3.5000000000000004 0.068259380757808671 -390.49999999999994 -337.49999999999994 2.6750000000000003 3.5000000000000004 -32.499999999999993 decision_type=2 2 2 2 2 10 2 10 10 10 2 2 2 2 2 10 10 10 2 2 10 10 10 2 2 10 10 10 2 8 left_child=4 2 7 8 12 15 19 26 -3 29 20 16 -1 -9 -11 -4 -6 -13 -17 28 22 -12 -10 -15 -22 -8 -2 -14 -7 -5 right_child=1 3 5 9 11 6 25 13 10 14 21 17 27 23 -16 18 -18 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010042282632759365 0.010892538085671238 0.010321857099943019 0.010586984568301802 0.010184905303917753 -0.010448306195653564 0.011245363709392987 0.011228290151920131 0.011971284681773536 0.010584076319652289 0.010311922202239579 0.010628183944440187 -0.010697533385716386 -0.010244829254965797 0.011536389894194823 0.01020001486126728 0.011003583546201581 -0.01022529667594241 -0.01040709623801421 0.010704755277908314 0.011152566030261815 0.010751498693374021 0.01040641022710596 0.010987827155570009 0.011761226797470886 0.010580336711025247 0.010916133556673395 0.01133307339404188 -0.010111051208856732 0.011469503256903138 0.010130262905811266 leaf_weight=2603.1310049553867 4.9364801868796375 136.73664723150432 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internal_weight=0 3093.15 431.022 2662.13 3192.56 309.21 212.238 121.812 470.578 2191.55 333.841 260.43 2932.13 97.7364 632.669 96.972 188.144 72.286 54.9236 104.127 177.285 156.557 22.5718 64.9096 154.713 108.111 24.0757 329.003 56.4743 1558.88 internal_count=911180 169666 5263 164403 741514 4222 2520 1041 12670 151733 7550 11503 730011 783 32039 1702 9588 1915 825 1079 3335 4215 346 541 2989 1441 258 32665 548 119694 is_linear=0 shrinkage=0.01 Tree=438 num_leaves=31 num_cat=0 split_feature=12 12 12 1 1 10 12 12 12 12 10 10 10 10 1 10 1 10 10 10 12 12 10 10 12 12 10 10 10 12 split_gain=3271.35 335.425 238.384 31.1143 30.3454 38.6068 20.9692 19.5211 17.3014 14.7358 10.3558 7.01253 6.97081 4.7222 10.7928 4.23873 3.87763 3.87289 3.51711 3.51235 3.36902 3.26921 2.74316 2.69781 2.48215 2.4448 2.42194 1.90737 1.84969 1.81991 threshold=0.026551560498774003 0.98755538463592529 0.00014260681928130004 -390.49999999999994 -1.0000000180025095e-35 2.4350000000000005 6.1143434777477532e-06 0.65440738201141369 0.99989646673202526 0.0013712961226701001 2.9150000000000005 5.8950000000000005 3.9650000000000003 2.9750000000000005 -8.4999999999999982 5.7250000000000005 -351.49999999999994 5.5250000000000012 4.9450000000000012 2.4350000000000005 0.65440738201141369 0.13270235061645502 5.4750000000000005 4.0250000000000012 0.2688089013099671 8.8294510192099562e-07 8.3400000000000016 4.1150000000000011 2.1250000000000004 0.0089773964136838514 decision_type=2 2 2 10 8 10 2 2 2 2 10 8 10 10 8 10 10 8 10 8 2 2 10 10 2 2 10 10 10 2 left_child=2 4 6 10 7 19 25 21 13 17 28 16 20 -3 -15 18 -8 -5 24 -6 -7 -2 29 -16 -14 -1 27 -12 -4 -11 right_child=1 8 3 9 5 12 11 -9 -10 22 26 -13 15 14 23 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0098412861334871843 0.0016276647842114705 0.0090091090733936761 0.0006399064096049026 -0.0042407685394413273 0.0031955437778982904 -0.0017598585333859287 -0.0091288057108591079 0.0059123430992446728 0.010020453303608201 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19982 30492 2395 4412 491840 24179 24142 1970 25139 is_linear=0 shrinkage=0.01 Tree=439 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 12 10 10 10 12 12 12 12 2 12 10 2 2 10 2 10 12 12 10 12 2 48 12 10 split_gain=6449.61 3.33148 0.403541 0.379115 0.182203 0.0885127 0.0563671 0.0530218 0.0486587 0.0368829 0.0357705 0.0262794 0.0224406 0.0204476 0.0187544 0.0155723 0.0153109 0.0147563 0.0144058 0.01413 0.0127457 0.0125838 0.0120524 0.0101855 0.00727516 0.00650872 0.00600642 0.00573393 0.00567736 0.00538615 threshold=1.0000000180025095e-35 0.036334333941340412 0.00022280584380490002 0.8784809708595277 0.2688089013099671 3.3250000000000006 0.0043998162727802515 3.1450000000000005 3.0550000000000002 3.3550000000000004 0.3781151175498963 0.97252115607261669 0.0070173616986721008 7.4335632689326312e-06 0.040202020202020204 0.99766892194747936 1.0000000180025095e-35 0.034723896792862259 0.012270400481782552 2.8250000000000006 0.023937770392229853 3.3950000000000005 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0.0101628 0.0105432 -0.0103286 -0.0100515 0.011762 0.0112586 0.0102277 0.0107259 0.0109313 0.0106409 -0.010266 0.0116589 -0.0104909 0.0108362 0.0113325 -0.0101297 0.0106936 0.0119656 0.0104322 0.0105816 0.0112371 internal_weight=0 3043.59 428.147 2615.44 3140.74 306.752 210.563 121.395 464.791 2150.65 329.84 258.681 2882.06 97.4135 103.408 621.524 96.1893 107.155 175.332 186.711 64.6516 71.9698 54.5107 79.4722 325.571 131.096 32.7619 154.508 41.6786 23.9811 internal_count=911180 169666 5263 164403 741514 4222 2520 1041 12670 151733 7550 11503 730011 783 1079 32039 1702 1441 3335 9588 541 1915 825 787 32665 2288 242 4215 877 258 is_linear=0 shrinkage=0.01 Tree=440 num_leaves=31 num_cat=0 split_feature=12 12 12 12 48 12 12 48 12 48 12 48 12 12 12 12 12 12 5 19 12 5 3 19 3 3 4 0 5 3 split_gain=3194.53 331.945 235.881 29.1968 21.4388 21.0763 17.4088 15.2753 12.0256 5.94078 5.8493 4.73559 2.79679 2.78167 2.56527 2.5568 2.10571 1.53714 1.3851 1.3303 1.29197 1.22823 1.17583 1.1643 1.13671 1.10349 1.08769 1.13684 1.06265 1.04522 threshold=0.026551560498774003 0.98755538463592529 0.00014260681928130004 0.65440738201141369 1.0000000180025095e-35 5.1029428504989491e-06 0.99989646673202526 1.0000000180025095e-35 0.00099748477805400022 1.0000000180025095e-35 0.0023884368129074005 1.0000000180025095e-35 0.2688089013099671 0.13270235061645502 2.522791965020588e-05 0.0070173616986721008 8.8294510192099562e-07 0.8784809708595277 1.5000000000000002 1.0000000180025095e-35 0.99766892194747936 3.5000000000000004 0.8238526179702651 1.0000000180025095e-35 0.28015151515151521 0.74478940512375169 17.500000000000004 1.0000000180025095e-35 2.5000000000000004 0.85037313432835837 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 10 2 2 2 2 8 2 10 2 left_child=2 3 5 7 10 16 20 13 -6 26 -4 -7 21 -2 -13 18 -1 -11 -10 24 -3 29 -16 -15 -12 -21 -5 -28 -17 -9 right_child=1 6 4 9 8 11 -8 12 15 17 19 14 -14 23 22 28 -18 -19 -20 25 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 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229.224 118.51 372.008 266.434 192.599 146.704 107.824 10.6855 166.202 157.38 148.336 250.301 internal_count=911180 194316 716864 48964 97553 619311 145352 32581 62470 16383 35083 137248 17303 15278 86650 30830 482063 8710 21352 12777 20021 12021 39509 7708 11901 876 7673 7270 9478 11054 is_linear=0 shrinkage=0.01 Tree=441 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 12 10 10 10 12 12 12 12 2 12 10 2 2 10 2 10 12 12 10 12 2 48 12 10 split_gain=6344.8 3.27485 0.403449 0.367593 0.180001 0.0861539 0.0556906 0.0524158 0.0468881 0.0351077 0.0347759 0.0262508 0.0219179 0.0207844 0.018321 0.0150202 0.0149151 0.0143239 0.0139346 0.0137927 0.0125917 0.0124529 0.0119088 0.0101595 0.00705227 0.00630732 0.00593253 0.00560939 0.00559144 0.00533137 threshold=1.0000000180025095e-35 0.036334333941340412 0.00022280584380490002 0.8784809708595277 0.2688089013099671 3.3250000000000006 0.0043998162727802515 3.1450000000000005 3.0550000000000002 3.3550000000000004 0.3781151175498963 0.97252115607261669 0.0070173616986721008 7.4335632689326312e-06 0.040202020202020204 0.99766892194747936 1.0000000180025095e-35 0.034723896792862259 0.012270400481782552 2.8250000000000006 0.023937770392229853 3.3950000000000005 0.0013712961226701001 0.0011766494717448501 2.6750000000000003 0.068259380757808671 0.023937770392229853 1.0000000180025095e-35 0.0043998162727802515 2.3350000000000004 decision_type=2 2 2 2 2 10 2 10 10 10 2 2 2 2 2 2 10 2 2 10 2 10 2 2 10 2 2 2 2 10 left_child=4 2 7 8 12 16 14 29 -3 -5 18 19 -1 26 -7 -11 28 -8 -10 -6 -15 -13 -18 -16 -14 -20 -9 -12 -4 -2 right_child=1 3 5 9 11 6 17 13 10 15 27 21 24 20 23 -17 22 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010040885273315883 0.011098394871813702 0.010314012014159669 0.010679810001065429 0.010133764423558452 -0.010442274875947682 0.011004985572228241 0.010711308323843035 0.011643794408653525 0.010479066890956307 0.010302331780302735 0.010528787321252011 -0.010693470534187066 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split_gain=473.952 150.066 125.508 33.4251 25.658 24.2149 20.019 19.4033 19.1088 19.9572 17.0449 15.2956 14.6209 12.1392 9.08712 8.84829 7.98819 7.99889 7.50058 7.32819 10.5257 6.8642 6.80097 6.10365 5.97315 5.96509 5.4315 6.20599 5.31877 4.97238 threshold=-1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 0.98936170212765973 0.028778467908902653 0.091372912801484213 0.49844720496894418 1.0000000180025095e-35 0.087337909992372217 24.500000000000004 0.77442071785552036 0.50144508670520238 0.74891304347826104 33.500000000000007 -143.49999999999997 -142.49999999999997 0.98936170212765973 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 0.23845060412224586 -152.49999999999997 -188.49999999999997 -67.499999999999986 -9.4999999999999982 1.0000000180025095e-35 -8.4999999999999982 1.0000000180025095e-35 0.012270400481782552 1.0000000180025095e-35 decision_type=8 2 2 2 2 2 2 2 2 8 2 2 2 2 10 10 2 2 2 2 2 10 10 10 10 2 10 2 2 2 left_child=1 5 6 4 15 8 19 10 9 22 -7 -8 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0.036334333941340412 0.00022280584380490002 0.8784809708595277 0.2688089013099671 0.0023884368129074005 0.3781151175498963 7.4335632689326312e-06 0.99894970655441295 0.97252115607261669 1.0000000180025095e-35 0.0070173616986721008 1.0000000180025095e-35 1.0000000180025095e-35 0.012270400481782552 1.0000000180025095e-35 0.96352549889135264 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.0089773964136838514 0.012270400481782552 0.0011766494717448501 -32.499999999999993 0.094556797295808764 0.023937770392229853 5.4114738304633654e-05 0.97385509227614497 1.0000000180025095e-35 -390.49999999999994 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 2 2 2 2 2 10 left_child=4 2 7 6 11 10 14 21 -5 -6 -4 -1 -7 17 -3 16 20 -9 22 24 -14 -2 27 -10 -16 -19 -27 -12 -8 -23 right_child=1 3 5 8 9 12 28 13 23 -11 18 -13 15 -15 19 -17 -18 25 -20 -21 -22 29 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.010040456865797433 0.011548933722735083 0.010433120672840957 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1736 565 1011 3934 1458 283 793 134887 2973 513 457 481 7118 236 is_linear=0 shrinkage=0.01 Tree=444 num_leaves=31 num_cat=0 split_feature=10 6 10 10 10 10 10 10 5 2 5 2 6 6 0 10 2 0 10 0 10 2 10 10 5 10 10 6 6 0 split_gain=1231.78 90.9826 66.7972 40.9342 49.1648 29.6426 27.1411 25.7767 27.1785 18.3382 16.9988 16.9281 14.9882 14.6739 12.1342 9.08021 7.85612 6.58223 6.41029 6.08781 6.40237 6.08015 6.05214 15.8918 6.66128 7.40221 5.93044 5.85583 5.6685 5.46258 threshold=3.1750000000000003 30.500000000000004 2.1250000000000004 5.5950000000000006 4.0850000000000009 8.4800000000000022 4.1150000000000011 6.9850000000000012 1.5000000000000002 1.0000000180025095e-35 5.5000000000000009 0.028778467908902653 1.5000000000000002 12.500000000000002 1.0000000180025095e-35 2.8250000000000006 0.74891304347826104 1.0000000180025095e-35 4.9050000000000011 1.0000000180025095e-35 8.6950000000000021 0.27293771043771048 9.7700000000000014 6.2150000000000007 2.5000000000000004 7.5550000000000006 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175.522 41.6656 2616.82 31.1327 471.243 250.578 524.076 521.523 220.665 20.7088 242.012 internal_count=911180 169666 48000 121666 119704 32002 22528 7692 4460 14836 118432 741514 1723 1962 1492 1272 1711 9474 84132 7439 926 679261 706 13113 7350 34300 34222 5763 410 6923 is_linear=0 shrinkage=0.01 Tree=446 num_leaves=31 num_cat=0 split_feature=12 12 12 1 1 10 12 12 12 12 10 10 12 10 1 1 10 10 10 12 10 10 10 10 10 10 12 10 12 10 split_gain=3027.09 320.535 229.172 29.9516 29.2266 35.5582 20.9505 18.166 17.3059 13.6395 9.64265 7.17552 6.37406 4.54164 10.5091 3.97728 3.61453 3.39015 3.12735 3.02414 2.81312 2.68308 2.65393 2.64615 2.52315 2.31189 2.12023 1.8298 1.78831 1.7681 threshold=0.026551560498774003 0.98755538463592529 0.00014260681928130004 -390.49999999999994 -1.0000000180025095e-35 2.4350000000000005 5.1029428504989491e-06 0.65440738201141369 0.99989646673202526 0.0013712961226701001 2.9150000000000005 5.8950000000000005 0.51461192965507518 2.9750000000000005 -8.4999999999999982 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0 0 12 2 12 2 12 48 12 3 3 0 split_gain=6087.05 3.06583 0.384777 0.339557 0.169337 0.0629318 0.035966 0.0323529 0.0277827 0.0249785 0.0219589 0.0204015 0.0151152 0.0141416 0.0110961 0.0101238 0.0100701 0.0100368 0.00965738 0.00848194 0.00795229 0.0069049 0.00651716 0.00585282 0.00571017 0.00470464 0.00469771 0.00436379 0.003936 0.00389065 threshold=1.0000000180025095e-35 0.036334333941340412 0.00022280584380490002 0.8784809708595277 0.2688089013099671 0.0023884368129074005 0.3781151175498963 7.4335632689326312e-06 0.99894970655441295 0.97252115607261669 1.0000000180025095e-35 0.0070173616986721008 1.0000000180025095e-35 1.0000000180025095e-35 0.012270400481782552 1.0000000180025095e-35 1.0000000180025095e-35 0.96352549889135264 1.0000000180025095e-35 1.0000000180025095e-35 0.0089773964136838514 0.012270400481782552 0.0011766494717448501 0.023937770392229853 0.094556797295808764 1.0000000180025095e-35 5.4114738304633654e-05 0.97385509227614497 1.0000000180025095e-35 1.0000000180025095e-35 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=4 2 7 6 11 10 14 21 -5 -6 -4 -1 -7 16 -3 17 -9 20 22 24 -14 -2 27 -18 -16 -10 -25 -12 -8 -23 right_child=1 3 5 8 9 12 28 13 25 -11 18 -13 15 -15 19 -17 23 -19 -20 -21 -22 29 -24 26 -26 -27 -28 -29 -30 -31 leaf_value=-0.010039355694330008 0.011531437576790685 0.010423589966204762 0.010844339712169035 0.010236743527029378 -0.010258627417559266 0.010645591037403111 0.010285317217485344 0.011126224609426992 0.010127322568692421 -0.010480953573573286 0.011348683252515491 -0.010125280852377985 0.011050389865987885 0.011263344181328057 0.010701473131719208 0.010696426057322633 0.011305727498849337 0.010677949559520844 0.010981403139526372 0.010441264551238455 0.01087519001789076 0.01195872561054882 0.011122853648910665 0.011743397920502862 0.010569505792517 0.01016636965735398 0.011556191301670104 0.011018321701833134 0.010387364890361584 0.011585351990747035 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0.0106167 0.0101368 0.0116448 0.011318 0.0103633 0.0119217 internal_weight=0 2877.1 415.904 2461.2 2966.44 296.971 445.086 118.932 2016.11 250.652 112.557 2715.79 184.414 82.3924 235.065 148.765 63.9785 122.565 90.9123 176.906 106.742 36.5398 74.2215 59.3947 142.746 1683.2 53.7711 47.4544 210.021 31.2362 internal_count=911180 169666 5263 164403 741514 4222 12670 1041 151733 11503 1334 730011 2888 758 5552 2206 565 1736 1011 3934 1458 283 793 513 2973 134887 457 481 7118 236 is_linear=0 shrinkage=0.01 Tree=448 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 6 12 12 6 12 12 6 6 3 12 2 6 2 6 3 12 6 3 12 12 6 0 12 split_gain=6025.23 2.97069 0.372043 0.329346 0.164315 0.0609025 0.0348648 0.0332512 0.0269547 0.0242246 0.0216023 0.0197987 0.0196071 0.0188271 0.0157244 0.0070902 0.00656764 0.00586735 0.00564922 0.00561377 0.00512531 0.00461982 0.00441351 0.00432063 0.00421876 0.0039942 0.00362645 0.00360537 0.00359522 0.00356867 threshold=1.0000000180025095e-35 0.036334333941340412 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16846 560 1210 1795 9588 485 368 is_linear=0 shrinkage=0.01 Tree=449 num_leaves=31 num_cat=0 split_feature=12 12 12 1 1 10 12 12 12 12 10 10 12 10 1 10 1 10 10 10 12 10 10 10 10 10 12 10 12 10 split_gain=2925.78 314.032 224.526 29.0501 28.0887 34.1883 20.86 17.5868 17.2428 13.1285 9.37886 7.04165 6.13953 4.48606 6.58979 5.74895 3.95026 3.48967 3.29902 3.02303 2.92154 2.71593 2.57567 2.5564 2.54002 2.23337 2.12842 1.80408 1.73954 1.73064 threshold=0.026551560498774003 0.98755538463592529 0.00014260681928130004 -390.49999999999994 -1.0000000180025095e-35 2.4350000000000005 5.1029428504989491e-06 0.65440738201141369 0.99989646673202526 0.0013712961226701001 2.9150000000000005 5.8950000000000005 0.51461192965507518 2.1250000000000004 -8.4999999999999982 4.0250000000000012 -351.49999999999994 5.5250000000000012 2.4350000000000005 3.9650000000000003 0.18897357583045957 5.7950000000000008 4.8950000000000005 5.5050000000000008 5.4750000000000005 8.3400000000000016 8.8294510192099562e-07 4.1150000000000011 2.1584159185294997e-05 4.9150000000000009 decision_type=2 2 2 10 8 10 2 2 2 2 10 8 2 10 8 10 10 8 8 10 2 10 10 10 10 10 2 10 2 10 left_child=2 4 6 10 7 18 26 20 13 17 -4 16 19 -3 -15 -16 -8 -5 -6 -7 -2 29 -14 -24 -11 27 -1 -12 -13 -21 right_child=1 8 3 9 5 12 11 -9 -10 24 25 28 22 14 15 -17 -18 -19 -20 21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0098242903940931967 0.001773379118777973 0.0092760525346236352 -0.0016771037885893111 -0.0041004576664997469 0.0030224095448108646 -0.0019324298858440592 -0.0091104042580358608 0.005794035395194139 0.0099985212038196328 -0.00093661887767619567 -0.0058709608746489337 -0.0063279990350091101 0.00073270658889542761 0.0079276216067339748 0.0064819201125185582 0.00089903596366138633 -0.0071889577808469697 -0.0015693678004003698 0.0069159677733891898 -0.0041390640921529897 0.0033820359765691435 0.0019064682485014919 -0.005072792245483914 0.00195172229058141 0.0011591829309440394 0.0069625293492541242 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8.69184 7.84724 7.80225 8.43976 7.55088 9.08378 7.43312 7.37671 threshold=3.1750000000000003 -31.499999999999996 30.500000000000004 5.5950000000000006 4.495000000000001 3.1750000000000003 -71.499999999999986 -59.499999999999993 2.1250000000000004 4.2350000000000012 1.0000000180025095e-35 -37.499999999999993 0.028778467908902653 -64.499999999999986 -239.49999999999997 6.4450000000000012 8.615000000000002 -210.49999999999997 1.5000000000000002 9.7700000000000014 1.5000000000000002 -21.499999999999996 18.500000000000004 11.500000000000002 3.5950000000000002 -60.499999999999993 -348.49999999999994 4.9450000000000012 -4.4999999999999991 1.5000000000000002 decision_type=10 8 2 10 10 8 10 10 10 10 2 8 2 8 10 10 10 10 10 10 2 8 2 2 10 10 10 10 8 8 left_child=1 5 3 4 13 -1 14 -8 -3 21 11 -6 -11 -2 15 -5 17 -16 -19 -9 26 -4 -17 -18 25 -15 27 -12 -10 -7 right_child=2 8 9 6 10 29 7 19 28 12 20 -13 -14 24 16 22 23 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-2.7650015178962597e-05 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72.581343986326829 42.00082168309018 66.624823668971658 45.900906446855515 17.118627798277885 532.55582198873162 64.548901993548498 11.059040337335317 47.691985346376896 245.82480114442296 44.385690303286538 379.90343472524546 102.67466014157981 460.65381092368625 94.237823710311204 leaf_count=35312 33175 78758 20424 16470 19059 13722 11341 7456 1701 8721 9230 17413 260450 9501 7579 6184 14205 7268 9234 6325 127924 7353 2582 10342 30036 5522 69600 20790 36343 7160 internal_value=0 0.00614551 -0.00328039 -0.00229282 -0.00296555 0.00205024 -0.000142881 0.00295474 0.00800958 -0.00559489 -0.00398176 -0.00183412 -0.00622715 -0.000701789 -0.00172669 0.000189477 -0.00322111 -0.00137597 4.91929e-05 -0.00207193 -0.00456376 -0.00196054 0.00371868 -0.00613461 0.000444844 0.00215774 -0.00364288 -0.00541253 0.0060924 0.00449246 internal_weight=0 1969.02 3724.8 2610.8 1988.56 615.904 622.237 210.514 1353.11 1114 1372.46 292.629 948.921 616.102 411.723 180.405 231.318 141.625 112.526 81.732 1079.83 165.082 83.6404 89.6928 406.6 160.775 547.278 167.374 477.244 283.13 internal_count=911180 172996 738184 441236 342250 56194 98986 25122 116802 296948 264016 36472 269171 78234 73864 25236 48628 24081 16502 13781 227544 27777 8766 24547 45059 15023 99620 30020 38044 20882 is_linear=0 shrinkage=0.01 Tree=451 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 10 1 1 10 10 2 1 2 1 1 10 10 1 10 6 0 6 0 6 1 1 10 1 1 1 split_gain=1126.15 149.402 84.034 37.046 45.0131 30.7269 30 33.2131 27.3171 25.346 16.9059 20.1166 16.0531 15.4242 11.5974 19.069 12.2825 10.9637 9.98339 9.31236 8.80832 8.53823 8.3267 7.8488 7.77313 7.4761 9.01962 7.33632 6.88999 6.59882 threshold=3.1750000000000003 -31.499999999999996 30.500000000000004 5.5950000000000006 4.495000000000001 3.1750000000000003 -71.499999999999986 -59.499999999999993 2.1250000000000004 4.1150000000000011 1.0000000180025095e-35 -37.499999999999993 0.028778467908902653 -64.499999999999986 -239.49999999999997 6.4450000000000012 8.615000000000002 -210.49999999999997 9.0500000000000025 1.5000000000000002 1.0000000180025095e-35 18.500000000000004 1.0000000180025095e-35 11.500000000000002 -23.499999999999996 -348.49999999999994 4.9450000000000012 -4.4999999999999991 -30.499999999999996 -265.49999999999994 decision_type=10 8 2 10 10 8 10 10 10 10 2 8 2 8 10 10 10 10 8 2 2 2 2 2 8 10 10 8 10 8 left_child=1 5 3 4 13 -1 14 -8 28 24 11 -6 -11 -2 15 29 17 -16 -9 25 -15 -17 -7 -18 -4 26 -12 -10 -3 -5 right_child=2 8 9 6 10 22 7 18 27 12 19 -13 -14 20 16 21 23 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-2.7373550436654569e-05 -0.002900767849061446 0.0091689882896221382 -0.0035770637835614255 -0.00029859798153656638 0.00015683506434089101 0.0030952998334489766 0.0061053962314582422 -0.00026153580138269764 -0.00047906585968276723 -0.001108950376959906 -0.0024547286207610964 -0.005302917703075379 -0.0064794228621864224 -0.00075301656292124891 -0.0068514843717459592 0.0049383733304334309 -0.0092737687957873249 4.8741150537253818e-05 -0.0088779337263792356 -0.0054725997030968775 0.0022562927701381447 -0.0045046282398999715 0.0066213352424159015 -0.0033299010200126206 0.0011219878082741176 -0.0028373490661117279 -0.007227779765329994 0.0062901474211133372 0.0031001801282087129 -0.0055262068339563906 leaf_weight=332.77299269707873 209.29554460686632 849.82248688070104 87.25553860492073 49.763835757272318 186.59828420146368 173.43160118535161 128.321990133496 64.612301796441898 16.589162961347029 59.30957683804445 64.654634933220223 105.71966839022934 904.22414073091932 245.22670859680511 28.958341796416789 72.418447026982903 41.639772375579923 112.41489239246584 16.981126606231555 530.85149720357731 161.2054975470528 11.034137924434615 109.10563574545085 47.625454812776297 59.009797653183341 379.53665135754272 102.1295899420511 458.89044019207358 19.128418441861868 46.907833801582456 leaf_count=35312 33175 77428 17274 7402 19059 13442 11341 7456 1701 8835 9230 17413 264281 30048 7579 6184 14205 16502 6325 127924 15011 2582 7440 10342 6558 69600 20790 36343 1330 9068 internal_value=0 0.00611305 -0.00325561 -0.0022742 -0.00294089 0.00203172 -0.000141829 0.00293357 0.00798097 -0.00556004 -0.00395056 -0.00181774 -0.00614885 -0.000695195 -0.00171347 0.000187886 -0.0031984 -0.00136467 -0.00205477 -0.00452935 0.000440583 0.00368982 0.00445693 -0.00610255 -0.00168126 -0.00361282 -0.00537749 0.00605397 0.00903539 -0.00283518 internal_weight=0 1959.74 3715.7 2605.9 1985.22 615.31 620.678 209.915 1344.43 1109.8 1369.49 292.318 963.534 615.728 410.763 180.124 230.638 141.373 81.5934 1077.17 406.432 83.4526 282.537 89.2652 146.265 546.321 166.784 475.48 868.951 96.6717 internal_count=911180 172996 738184 441236 342250 56194 98986 25122 116802 296948 264016 36472 273116 78234 73864 25236 48628 24081 13781 227544 45059 8766 20882 24547 23832 99620 30020 38044 78758 16470 is_linear=0 shrinkage=0.01 Tree=452 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 3 12 3 0 0 3 0 3 0 12 3 12 3 3 1 3 12 12 3 3 split_gain=5890.75 2.96352 0.378678 0.325029 0.164403 0.060912 0.0343106 0.0325962 0.0268174 0.0244809 0.0216531 0.0196042 0.014733 0.0140593 0.0103671 0.0100371 0.00992078 0.00987712 0.00953113 0.00758465 0.00722949 0.0064172 0.00616566 0.00592237 0.0056978 0.00529676 0.00486951 0.00467255 0.00436786 0.00379221 threshold=1.0000000180025095e-35 0.036334333941340412 0.00022280584380490002 0.8784809708595277 0.2688089013099671 0.0023884368129074005 0.3781151175498963 7.4335632689326312e-06 0.99894970655441295 0.97252115607261669 1.0000000180025095e-35 0.0070173616986721008 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.96352549889135264 1.0000000180025095e-35 0.0089773964136838514 1.0000000180025095e-35 0.0011766494717448501 1.0000000180025095e-35 0.9756521002710028 -32.499999999999993 0.98089094449853953 0.094556797295808764 5.4114738304633654e-05 0.97385509227614497 1.0000000180025095e-35 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 8 2 2 2 2 2 left_child=4 2 7 6 11 10 14 22 -5 -6 -4 -1 -7 15 20 -9 17 19 21 -14 -3 28 -2 27 -10 26 -22 -17 -12 -8 right_child=1 3 5 8 9 12 29 13 24 -11 18 -13 16 -15 -16 23 -18 -19 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010038219227512926 0.011470283154082559 0.01040741201470673 0.01082873769370638 0.010231518515602037 -0.010256012513558496 0.010634010084664613 0.010279046533193465 0.011107650583942443 0.010166533817708535 -0.010477821682159882 0.011333573672370903 -0.010123495135101088 0.011036023468294014 0.011246568937160858 0.010421957194340857 0.011727981952245607 0.010684087322158769 0.010665130035397357 0.0109660659937489 0.010863713879509096 0.010702942853014034 0.011107877261333768 0.011896419777254603 0.011286154550408685 0.010121641623271416 0.010435492021660579 0.010575688003797391 0.011540472165609151 0.011000689384330424 0.010380472205733625 leaf_weight=2320.1634422421921 3.7911133468151084 22.480363445356488 21.24045043811202 323.59441089443862 177.10640753526241 34.96444988809526 48.169814740307629 4.5145147405564776 365.2705752896145 69.200687664560974 42.57508947327733 305.02735795313492 43.654221734032035 18.175697509199381 60.422893491573632 25.25084014236927 25.705875670537353 15.542922902852295 16.425400752574205 61.582713574171066 47.139712559059262 26.408251460641623 32.522872306406498 5.553817205131053 1251.0933562191203 17.292782813310623 83.042762910947204 28.054253417998552 4.3438444994390002 157.05374119896442 leaf_count=697346 35 637 323 16846 9588 682 2008 52 24495 1915 428 32665 545 193 1761 206 470 278 218 913 862 312 248 56 110392 461 1831 251 53 5110 internal_value=0 0.0103394 0.0111242 0.0102039 -0.0100713 0.0109313 0.0104507 0.0116027 0.0101484 -0.0103183 0.0111159 -0.0100481 0.0108184 0.0114917 0.0105345 0.0115621 0.0108625 0.0109004 0.0111838 0.0109352 0.0105745 0.0112326 0.0118519 0.0115969 0.0101318 0.0105999 0.0106218 0.0116293 0.0113028 0.0103567 internal_weight=0 2785.87 410.306 2375.56 2871.5 292.443 435.602 117.863 1939.96 246.307 110.993 2625.19 181.45 81.5491 230.379 63.3734 146.486 120.78 89.7526 105.237 169.956 73.3272 36.314 58.8589 1616.36 147.475 130.182 53.3051 46.9189 205.224 internal_count=911180 169666 5263 164403 741514 4222 12670 1041 151733 11503 1334 730011 2888 758 5552 565 2206 1736 1011 1458 3791 793 283 513 134887 3154 2693 457 481 7118 is_linear=0 shrinkage=0.01 Tree=453 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 48 12 48 12 48 12 48 29 29 12 12 12 12 12 19 29 19 39 12 6 12 3 19 14 39 split_gain=2822.36 307.917 222.519 25.8717 21.1208 20.0069 17.359 14.3887 10.7392 5.68424 5.4405 4.75538 3.71359 3.34965 2.59335 2.4926 2.47792 2.35224 2.18485 1.69791 1.5583 1.48393 1.4672 1.44943 1.28409 1.24347 1.19652 1.17417 1.27232 1.15798 threshold=0.026551560498774003 0.98755538463592529 0.00014260681928130004 0.65440738201141369 5.1029428504989491e-06 1.0000000180025095e-35 0.99989646673202526 1.0000000180025095e-35 0.00099748477805400022 1.0000000180025095e-35 0.0028879296733066002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.2688089013099671 0.2688089013099671 2.522791965020588e-05 0.0070173616986721008 8.8294510192099562e-07 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.8784809708595277 30.500000000000004 0.99766892194747936 0.28015151515151521 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 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 7 18 10 25 12 -7 29 20 -6 14 19 21 -9 -13 -10 -1 26 27 22 -2 -11 -15 -3 -12 28 -4 -5 right_child=1 6 5 9 11 8 -8 15 17 23 13 16 -14 24 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.009816668487893726 -0.0024272059640447962 0.0066932922297924333 -0.0073809921149590495 0.0030692269914102356 -0.0084810740477248465 -0.0034731639660504137 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16383 35083 137248 15278 11661 13978 17303 86650 30830 482063 10367 23422 9801 9211 8710 1294 20021 9563 20128 18344 7673 is_linear=0 shrinkage=0.01 Tree=454 num_leaves=31 num_cat=0 split_feature=11 10 6 10 10 10 10 5 0 3 3 10 10 6 10 10 10 6 10 5 6 29 5 5 6 10 6 10 29 5 split_gain=5795.82 0.877373 0.225584 0.0750587 0.067102 0.0459073 0.0388026 0.0376639 0.0327564 0.0318561 0.0222622 0.0232461 0.0195295 0.0179514 0.0169243 0.0199184 0.0150638 0.0175215 0.0119427 0.0114351 0.00998359 0.00925892 0.00921014 0.008615 0.00857263 0.00878892 0.00855405 0.00905918 0.0079896 0.00737168 threshold=1.0000000180025095e-35 3.3950000000000005 30.500000000000004 6.0550000000000006 8.8850000000000016 2.5450000000000004 3.3950000000000005 2.5000000000000004 1.0000000180025095e-35 0.22271825396825398 0.99938118811881205 4.995000000000001 4.9850000000000012 9.5000000000000018 4.0550000000000006 5.5050000000000008 6.9850000000000012 4.5000000000000009 4.5750000000000011 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 5.5000000000000009 3.5000000000000004 1.5000000000000002 3.9050000000000007 317.50000000000006 4.9050000000000011 1.0000000180025095e-35 6.5000000000000009 decision_type=2 10 2 10 10 10 10 10 2 2 2 10 10 2 10 10 10 2 10 10 2 2 10 10 2 10 2 10 2 8 left_child=6 5 3 8 16 13 -1 14 9 -3 11 12 24 -2 28 26 17 -5 -10 -18 -13 -7 -6 -19 -11 -26 27 -16 -4 -9 right_child=1 2 7 4 22 21 -8 29 18 10 -12 20 -14 -15 15 -17 19 23 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.01015446156585913 0.010140734968166823 0.010409236485508544 0.010574514559797023 0.010270906168713409 0.010885389355346569 0.010268227038832093 -0.010054425661956393 0.011151895029290322 0.010342361658424382 0.010544135688042721 0.010421190562587319 0.010659783199111797 0.010248128533609574 0.010262081024212997 0.010786803588811802 0.010725368513206084 0.010438730998362528 0.010529459195724908 0.01049512536188524 0.010146587330885309 0.010816919817482376 0.010634301170179503 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8.0436 5.62744 5.59023 4.98904 18.1098 threshold=-1.0000000180025095e-35 0.21498599439775909 1.0000000180025095e-35 1.0000000180025095e-35 0.97385509227614497 2.5000000000000004 0.25108695652173912 2.5000000000000004 -9.4999999999999982 0.33248299319727892 1.5000000000000002 0.52013513513513521 1.5000000000000002 2.5000000000000004 -90.499999999999986 -103.49999999999999 -8.4999999999999982 0.87439320388349528 0.90943267259056748 0.90501253132832093 0.49341991341991348 -189.49999999999997 0.49341991341991348 0.35743321718931476 1.5000000000000002 0.98004975124378124 8.5000000000000018 0.67403517342452379 0.24165739710789766 1.0000000180025095e-35 decision_type=8 2 2 2 2 10 2 10 10 2 10 2 10 10 10 10 10 2 2 2 2 10 2 2 10 2 8 2 2 2 left_child=1 14 5 4 7 6 28 15 -5 -8 20 12 -11 -6 21 -3 17 -17 19 -19 -4 -1 23 -14 -13 -26 -12 -22 29 -2 right_child=2 3 10 8 13 -7 9 -9 -10 11 26 24 22 -15 -16 16 -18 18 -20 -21 27 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.00067099833688134326 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944.82189015671611 30.647069145459682 29.484249717090279 68.335780502995476 32.951354554621503 277.56168706528842 75.242452676873654 96.165902146371081 28.839102611411363 97.565131042385474 15.116942588007076 13.841760676354168 52.037839557277039 110.67281884863041 39.519471175968647 leaf_count=14971 11280 150402 32617 45195 20835 23743 5573 111111 6189 29226 9024 62061 4401 4840 47986 196557 11301 5048 15346 3744 27400 14824 10036 4890 17092 1373 1336 5398 11233 6148 internal_value=0 -0.00214876 0.00340358 -0.00290539 -0.00347887 0.00225148 0.00271981 -0.00387664 0.000448515 0.00206738 0.00562107 0.00224476 0.00340802 0.000763615 0.000884269 -0.00343044 -0.00291921 -0.00276247 0.000278433 0.00454889 0.00606254 -0.000843339 0.00553295 0.00317315 0.00145878 -0.00072291 0.00257491 0.00711689 0.0052202 0.00404965 internal_weight=0 3399.87 2113.46 2721.07 2323.74 1390.84 1273.68 2124.54 397.336 1010.11 722.617 979.011 394.761 199.195 678.8 1738.41 1106.24 1075.59 130.771 62.4356 631.147 196.101 168.767 72.6008 584.25 112.682 91.4697 329.6 263.566 152.893 internal_count=911180 648349 262831 570568 519184 187056 163313 493509 51384 134652 75775 129079 48553 25675 77781 382398 231996 220695 24138 8792 65415 29795 19327 9291 80526 18465 10360 32798 28661 17428 is_linear=0 shrinkage=0.01 Tree=456 num_leaves=31 num_cat=0 split_feature=11 1 6 6 2 2 2 6 1 6 6 2 1 1 6 1 2 6 2 2 1 1 2 2 2 2 6 2 2 19 split_gain=5727.91 0.792897 0.260316 0.0702564 0.0529543 0.0408935 0.0307252 0.0240203 0.0227872 0.0165954 0.0153845 0.0141117 0.0124139 0.00994203 0.00942804 0.00904962 0.00882269 0.00776683 0.00745693 0.00743076 0.0062771 0.00603657 0.00551204 0.00902273 0.0103297 0.00539163 0.00539161 0.00516 0.0100499 0.00547527 threshold=1.0000000180025095e-35 -3.4999999999999996 30.500000000000004 2.5000000000000004 0.93235294117647072 0.091372912801484213 0.77442071785552036 9.5000000000000018 -70.499999999999986 11.500000000000002 4.5000000000000009 0.087337909992372217 -60.499999999999993 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439 708 430 170 1101 1535 439 64428 14 127 687 43 5164 2490 2850 612 10 internal_value=0 0.0103347 0.0105119 0.0104448 0.0105735 0.0103936 0.0104527 0.0101696 0.0106239 0.010708 -0.0100703 0.010303 0.0105216 0.0108085 0.0104956 0.0108958 0.0105351 0.0109255 0.0106182 0.0106638 -0.0100956 0.0106818 0.0108352 0.0108982 0.0111592 -0.0100485 0.0103255 0.0107613 0.010846 0.0107224 internal_weight=0 2710.91 1307.56 1066.25 303.317 762.937 461.673 1403.35 264.818 145.25 2793.12 301.265 119.568 241.302 361.852 84.6194 6.42764 78.1918 85.1269 68.7848 1290.92 25.2904 60.1236 41.9619 10.071 1502.2 271.66 156.682 49.3098 107.373 internal_count=911180 169666 52085 46434 10575 35859 18969 117581 7907 3830 741514 16890 4077 5651 13614 1740 209 1531 2547 1974 268033 722 1283 857 170 473481 13683 3911 1051 2860 is_linear=0 shrinkage=0.01 Tree=457 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 2 2 12 2 2 2 2 2 2 12 12 48 12 12 2 12 2 2 2 split_gain=5669.81 2.7615 0.359728 0.29788 0.153753 0.0570686 0.0315469 0.0314635 0.0244422 0.0232438 0.0180528 0.0156068 0.0140237 0.0122906 0.0108497 0.0101055 0.0100611 0.00964282 0.00781404 0.00667092 0.00547553 0.00474709 0.00406422 0.0034624 0.00340799 0.00310013 0.00305691 0.00276345 0.00269724 0.0024356 threshold=1.0000000180025095e-35 0.036334333941340412 0.00022280584380490002 0.8784809708595277 0.2688089013099671 0.0013712961226701001 0.3781151175498963 7.4335632689326312e-06 0.99894970655441295 0.97252115607261669 0.0070173616986721008 0.028778467908902653 0.94494949494949509 0.0089773964136838514 0.023937770392229853 0.028778467908902653 0.012270400481782552 0.98936170212765973 0.98936170212765973 0.012270400481782552 0.094556797295808764 4.1274226532550535e-05 1.0000000180025095e-35 0.99977076053619396 0.0089773964136838514 0.48846085567193326 0.65440738201141369 0.012270400481782552 0.45022522522522529 0.32087118565105982 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=4 2 7 6 10 15 16 19 -5 26 -1 24 13 -13 -9 -4 -3 -17 21 -2 -18 -16 -10 -11 -7 -22 -6 -8 -21 -23 right_child=1 3 5 8 9 11 27 14 22 23 -12 12 -14 -15 18 17 20 -19 -20 28 25 29 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010036821550641714 0.01148079502951335 0.010400848212596601 0.010912307189019104 0.010223341342936938 -0.010207262595511324 0.010740397027686669 0.010283508304198684 0.011197702264105727 0.010117147944564552 -0.010431402754628578 -0.010119951927991427 0.010984176335991381 0.010570535321340351 0.010801699307462364 0.011637781700730862 0.011235117241456719 0.010633024716710468 0.010798094338879058 0.011040562756372265 0.01193820694626045 0.01056937243639525 0.011567134704133087 0.010154872440926872 -0.010607131564255813 0.010567492992109701 0.01046240844517143 -0.010291440561080382 0.010367647841977291 0.011741335697183679 0.011399627432064685 leaf_weight=2229.2609029065352 5.1636492088437072 55.087461624294519 15.815804116427897 312.14897771831602 85.741262780036777 23.417228220030665 53.368230695836246 13.471880935132502 1171.3481824491173 53.606013615615666 295.9065741377417 75.381024543195963 14.658511098474262 72.326853612437844 25.948837988078594 55.990043513476849 60.159495640546083 5.5492948517203322 3.3817905001342288 19.902049109339718 52.417366497218609 13.777319945394991 377.65698629058897 14.177590277045963 22.212793786078691 56.090733951888978 86.82766093686223 145.33852214366198 10.700913004577158 23.463541559875011 leaf_count=697346 47 1618 216 16846 5575 384 2194 145 107630 1612 32665 992 313 1159 221 606 1231 87 42 148 1137 120 27257 303 465 1566 4013 4924 88 230 internal_value=0 0.0103314 0.0110966 0.010197 -0.0100696 0.0109059 0.0104367 0.0115667 0.0101426 -0.0103112 -0.0100466 0.0108196 0.0108655 0.0108948 0.0114565 0.0111378 0.0105182 0.0111957 0.0115089 0.0118133 0.0105565 0.0115339 0.0101263 -0.0104682 0.0106562 0.0105141 -0.0102496 0.010345 0.0118694 0.0114616 internal_weight=0 2684.78 401.162 2283.62 2765.52 285.352 422.462 115.81 1861.15 240.353 2525.17 207.996 162.366 147.708 80.0434 77.3551 223.755 61.5393 66.5715 35.7666 168.668 63.1897 1549.01 67.7836 45.63 108.508 172.569 198.707 30.603 37.2409 internal_count=911180 169666 5263 164403 741514 4222 12670 1041 151733 11503 730011 3313 2464 2151 758 909 5552 693 613 283 3934 571 134887 1915 849 2703 9588 7118 236 350 is_linear=0 shrinkage=0.01 Tree=458 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 48 12 48 12 48 12 48 29 29 12 12 12 12 12 29 12 39 48 3 5 39 29 14 3 4 split_gain=2688.52 298.14 216.285 24.5921 20.9528 19.4162 17.2316 13.9185 10.2093 5.57021 5.22845 4.73327 3.60532 3.24371 2.45505 2.42199 2.36521 2.23273 2.19015 1.54194 1.39542 1.29479 1.22251 1.2198 1.13747 1.12617 1.15961 1.12525 1.1073 1.09321 threshold=0.026551560498774003 0.98755538463592529 0.00014260681928130004 0.65440738201141369 5.1029428504989491e-06 1.0000000180025095e-35 0.99989646673202526 1.0000000180025095e-35 0.00099748477805400022 1.0000000180025095e-35 0.0028879296733066002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.2688089013099671 2.522791965020588e-05 0.2688089013099671 0.0070173616986721008 8.8294510192099562e-07 1.0000000180025095e-35 0.8784809708595277 1.0000000180025095e-35 1.0000000180025095e-35 0.50952467343976793 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.8238526179702651 18.500000000000004 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 8 left_child=2 3 4 7 18 10 22 12 -7 25 19 -6 14 -12 21 -13 -9 24 -1 27 -11 -2 23 -3 -10 26 29 -4 -17 -5 right_child=1 6 5 9 11 8 -8 16 17 20 13 15 -14 -15 -16 28 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0098097714122782186 -0.0020773581935066517 0.0074346196352627226 -0.0069986425061955857 0.0063791615608266485 -0.0084536573950357279 -0.0034175360516935445 0.0099819020509404662 0.0019287576184900724 -0.00075394010650728859 0.0047391791689118017 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7673 7519 20128 39509 7007 is_linear=0 shrinkage=0.01 Tree=459 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 12 10 12 10 12 12 12 2 10 10 2 2 12 10 2 12 1 1 1 10 10 2 12 split_gain=5578.72 2.71327 0.359421 0.288707 0.1518 0.0738948 0.0490811 0.0474248 0.0377333 0.0276435 0.027305 0.0232013 0.0203279 0.0176103 0.014812 0.0121816 0.0120133 0.0119336 0.0117838 0.0117417 0.0117233 0.0115547 0.00970922 0.00727536 0.00658559 0.00627154 0.00599502 0.00586519 0.00571232 0.00567807 threshold=1.0000000180025095e-35 0.036334333941340412 0.00022280584380490002 0.8784809708595277 0.2688089013099671 3.3250000000000006 3.1450000000000005 0.0023884368129074005 3.0550000000000002 0.3781151175498963 3.3550000000000004 0.97252115607261669 7.4335632689326312e-06 0.0070173616986721008 0.034723896792862259 2.8250000000000006 1.0000000180025095e-35 0.023937770392229853 0.040202020202020204 0.99766892194747936 3.3950000000000005 0.012270400481782552 0.0013712961226701001 -380.49999999999994 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threshold=0.026551560498774003 0.98755538463592529 0.00014260681928130004 0.65440738201141369 5.1029428504989491e-06 0.99989646673202526 0.0013712961226701001 5.4450000000000012 5.8950000000000005 5.5250000000000012 5.4750000000000005 2.1250000000000004 0.18897357583045957 8.2700000000000014 8.8294510192099562e-07 0.0089773964136838514 2.5000000000000004 3.5000000000000004 2.1584159185294997e-05 0.0006371206545736001 2.9517374969145752e-05 0.8784809708595277 1.5000000000000002 8.5000000000000018 196.50000000000003 1.5000000000000002 6.285000000000001 0.99766892194747936 1.5000000000000002 2.5000000000000004 decision_type=2 2 2 2 2 2 2 8 8 8 8 10 2 8 2 2 10 10 2 2 2 2 10 2 2 2 10 2 10 10 left_child=2 3 4 7 14 11 9 12 20 19 15 -3 17 21 -1 22 -14 -2 -10 -4 -6 -5 23 -8 28 -12 -16 -13 -20 -11 right_child=1 5 6 13 8 -7 10 -9 18 29 25 27 16 -15 26 -17 -18 -19 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0098052422524320532 2.048363326498665e-05 0.0091983527567807196 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10.281690517440436 31.210851370356977 84.437053525587544 198.28575553535484 178.04238378349692 54.343956958968192 45.556111738318577 4.0438134234864256 68.548476907191798 40.202164112823084 140.38339417427778 12.010273379972203 12.606875899247823 leaf_count=365205 14574 8108 31929 5528 71471 125331 9473 6943 8994 7422 2968 4195 9104 3095 103627 10441 930 1030 4874 13209 48960 7760 7988 6589 545 5512 13231 7718 2404 2022 internal_value=0 0.00698546 -0.0070731 0.00255828 -0.00889114 0.00948626 -0.00262795 0.00133662 -0.00721161 -0.00419494 -0.00143922 0.00740658 0.00071315 0.00459732 -0.00955823 -0.00212122 0.00170234 -0.000164957 -0.00460348 -0.00495785 -0.007705 0.00418512 -0.00274988 -0.00227758 -0.00336425 0.000396767 -0.00889074 0.00666546 -0.00384352 -0.0017799 internal_weight=0 2664.84 2646.91 961.931 1878.58 1702.91 768.329 601.534 534.039 331.433 436.896 325.023 450.957 360.398 1344.55 318.563 212.066 238.892 84.954 251.868 449.085 310.013 197.727 143.383 47.2649 118.333 363.172 229.921 43.2211 79.5649 internal_count=911180 194316 716864 48964 619311 145352 97553 32581 137248 54582 42971 20021 25638 16383 482063 34491 10034 15604 16817 45138 120431 13288 24050 16062 7823 8480 116858 11913 7278 9444 is_linear=0 shrinkage=0.01 Tree=461 num_leaves=31 num_cat=0 split_feature=11 10 6 1 1 10 6 1 1 10 10 10 1 3 1 10 10 3 3 6 10 1 3 6 10 3 1 6 3 6 split_gain=5489.45 0.796475 0.205872 0.13808 0.0749714 0.0773141 0.0528493 0.052285 0.045826 0.0442541 0.0354414 0.0258435 0.0233891 0.0206266 0.0184287 0.0170386 0.0170153 0.016985 0.0163705 0.013512 0.0132151 0.0111012 0.0109548 0.0101703 0.0101429 0.0101109 0.00923042 0.00897704 0.00730192 0.00676862 threshold=1.0000000180025095e-35 3.3950000000000005 30.500000000000004 -32.499999999999993 -66.499999999999986 6.0550000000000006 3.5000000000000004 -371.49999999999994 -65.499999999999986 1.0000000180025095e-35 3.3950000000000005 9.7700000000000014 -19.499999999999996 0.23123827392120072 -1.0000000180025095e-35 4.3550000000000013 5.5450000000000008 0.28015151515151521 0.90501253132832093 9.5000000000000018 4.5150000000000006 -29.499999999999996 0.13453458306399482 21.500000000000004 6.3250000000000011 0.99938118811881205 -375.49999999999994 13.500000000000002 0.97385509227614497 385.50000000000006 decision_type=2 10 2 8 8 10 2 10 10 10 10 10 10 2 8 10 10 2 2 2 10 10 2 2 10 2 10 2 2 2 left_child=10 3 4 9 6 8 13 15 20 19 14 22 -7 -3 -1 -4 29 -10 24 -2 -6 -5 -8 -22 -15 -19 -17 -11 -24 -9 right_child=1 2 7 21 5 12 11 16 17 27 -12 -13 -14 18 -16 26 -18 25 -20 -21 23 -23 28 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010105776833878241 0.010204150173902754 0.010371790563138651 0.010338123357513159 0.010122756378881005 0.010265976288602621 0.010160575199699184 0.010446289855355633 0.010966206157796688 0.010432461284991319 0.010420476898583966 -0.010052523392845115 0.011764405761821787 0.011322231758713568 0.010636249391987198 -0.010243582788912438 0.010818706167956689 0.010789826827568703 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902 553 735 184 1464 285 110 internal_value=0 0.0103272 0.010536 0.0101805 0.0104673 0.0103854 0.0105735 0.0108154 0.0104614 0.0103486 -0.0100687 0.0107561 0.0101763 0.0104964 -0.0101504 0.0105221 0.0108996 0.0105741 0.0105591 0.0102438 0.0103473 0.0101268 0.0107331 0.010439 0.0106088 0.010641 0.0107182 0.0104626 0.0107682 0.0109938 internal_weight=0 2601.12 1073.27 1527.86 861.54 486.183 375.357 211.73 356.476 370.419 2678.4 111.423 129.707 263.934 443.077 47.2187 164.511 179.357 175.571 193.055 177.119 1157.44 108.938 83.2691 138.782 121.845 22.8479 177.364 97.0725 88.4951 internal_count=911180 169666 41554 128112 36547 24801 11746 5007 14365 18832 741514 2638 10436 9108 62954 1782 3225 5162 5354 12228 9203 109280 2611 3451 3832 3130 650 6604 2191 1537 is_linear=0 shrinkage=0.01 Tree=462 num_leaves=31 num_cat=0 split_feature=12 12 12 1 1 10 12 12 12 12 10 10 10 10 1 10 1 10 10 10 12 12 10 10 12 10 12 10 10 12 split_gain=2561.3 292.046 211.657 27.705 26.8382 29.9695 20.0449 17.5171 15.5572 12.4106 8.41746 6.6299 5.53768 4.32118 6.53474 5.21288 3.94961 3.47652 3.17638 3.02491 2.65492 2.5882 2.56552 2.32602 2.24636 2.12515 1.97052 1.70677 1.57662 1.57176 threshold=0.026551560498774003 0.98755538463592529 0.00012842786236425005 -390.49999999999994 -1.0000000180025095e-35 2.3350000000000004 5.1029428504989491e-06 0.99989646673202526 0.65440738201141369 0.0013712961226701001 2.9150000000000005 5.8950000000000005 3.9350000000000005 2.1250000000000004 -8.4999999999999982 4.0250000000000012 -348.49999999999994 5.7250000000000005 5.5250000000000012 4.9450000000000012 0.65440738201141369 0.13270235061645502 2.3350000000000004 5.4750000000000005 8.8294510192099562e-07 7.2950000000000008 0.2688089013099671 4.1150000000000011 2.1250000000000004 2.1584159185294997e-05 decision_type=2 2 2 10 8 10 2 2 2 2 10 8 10 10 8 10 10 10 8 10 2 2 8 10 2 10 2 10 10 2 left_child=2 4 6 10 8 22 24 13 21 18 28 16 20 -3 -15 -16 -8 19 -5 26 -7 -2 -6 -11 -1 27 -14 -12 -4 -13 right_child=1 7 3 9 5 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275.87236179038882 37.486552147427574 37.172842395491898 22.547689367784187 153.26096270885319 45.937702380120754 27.490713506937027 287.36232681712136 9.9778856495395285 72.937504586298019 39.02894989028573 41.067089789547026 242.79932672576979 47.338078271597624 68.061749398708344 356.71888195723295 1.3474667049013067 31.870766771957278 91.213749255752191 16.220508311875165 44.290408215019852 leaf_count=365205 9958 8108 769 34641 1495 3119 37214 125331 9932 25139 4729 8994 2633 7796 3007 1110 80409 509 8592 4679 1740 10024 2986 5353 116858 71 1889 20187 1246 7457 internal_value=0 0.00695542 -0.00704358 -0.00266127 0.00253353 -4.46698e-05 -0.00889763 0.00947339 0.00362735 -0.00168774 -0.00633588 -0.0072171 -0.00203911 0.00736994 0.00662415 0.00417124 -0.00771266 -0.00367185 -0.00329966 -0.00427095 -0.00039254 0.00248311 0.00525596 -0.000430209 -0.00954922 -0.00746868 -0.00274727 -0.00759948 -0.00175489 -0.00460133 internal_weight=0 2622.97 2605 774.458 951.684 283.486 1830.54 1671.28 668.198 612.251 162.206 511.452 205.983 320.084 226.689 73.4284 429.989 103.425 268.317 93.4474 102.557 427.688 77.5038 343.934 1319.09 130.048 54.4185 128.7 32.1586 81.4633 internal_count=911180 194316 716864 100727 48964 19050 616137 145352 29914 73725 27002 134074 14569 20021 11913 4117 117623 9710 43233 9201 4859 19982 4481 30492 482063 24987 4522 24916 2015 16451 is_linear=0 shrinkage=0.01 Tree=463 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 12 10 12 10 12 12 12 2 10 12 2 10 2 12 10 2 12 10 10 12 2 12 10 split_gain=5400.95 2.62303 0.35918 0.271331 0.147943 0.0700124 0.0480622 0.0463636 0.0351246 0.0260968 0.0248636 0.0230629 0.0210516 0.0168237 0.0139442 0.0117513 0.0116543 0.0116257 0.011582 0.011276 0.0109766 0.00739839 0.00738218 0.00663529 0.00602077 0.00571929 0.00567488 0.00560627 0.0053609 0.00481683 threshold=1.0000000180025095e-35 0.036334333941340412 0.00022280584380490002 0.8784809708595277 0.2688089013099671 3.3250000000000006 3.1450000000000005 0.0023884368129074005 3.0550000000000002 0.18897357583045957 3.3550000000000004 0.97252115607261669 7.4335632689326312e-06 0.0070173616986721008 0.034723896792862259 2.8250000000000006 0.0013712961226701001 0.023937770392229853 3.3950000000000005 0.040202020202020204 0.99766892194747936 1.3750000000000002 0.040202020202020204 0.51461192965507518 1.0000000180025095e-35 2.6250000000000004 0.0011766494717448501 0.034723896792862259 0.0089773964136838514 1.0450000000000002 decision_type=2 2 2 2 2 10 10 2 10 2 10 2 2 2 2 10 2 2 10 2 2 10 2 2 10 10 2 2 2 10 left_child=4 2 6 8 13 16 29 19 -3 22 -5 15 27 -1 -9 -6 24 -14 -13 -7 -12 -18 -10 -11 -4 -15 -21 -8 -16 -2 right_child=1 3 5 10 11 7 12 14 9 23 20 18 17 25 28 -17 21 -19 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010035052788007003 0.010951086046371204 0.010274025559903009 0.010663228450979429 0.010110571938797963 -0.010414266343898056 0.010947523524186578 0.011556743804332619 0.010674640675268399 0.010466684934453737 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26.298980265855789 52.558686133474112 13.146337918937204 leaf_count=697346 119 5120 199 119694 946 200 45 504 637 2198 6524 372 107 2283 471 8642 716 434 1543 366 25515 625 1331 3384 162 30382 234 197 745 139 internal_value=0 0.0103252 0.0110765 0.0101888 -0.0100683 0.0108827 0.0115476 0.0109885 0.0104213 0.0104798 0.010135 -0.0103072 0.0116478 -0.0100448 0.0108672 -0.0102449 0.0106454 0.0115395 -0.0104641 0.0111867 0.0101929 0.0105734 0.0106111 0.0104117 0.0108336 -0.0101166 0.0112512 0.0118579 0.0109277 0.0111292 internal_weight=0 2559.99 393.38 2166.61 2635.61 278.722 114.658 192.743 407.643 291.753 1758.97 236.013 92.504 2399.6 119.558 168.95 85.9785 61.0382 67.0638 73.1849 521.367 62.1943 99.6803 192.073 23.7842 287.023 57.6605 31.4658 90.9424 22.154 internal_count=911180 169666 5263 164403 741514 4222 1041 2520 12670 7550 151733 11503 783 730011 1720 9588 1702 541 1915 800 32039 1341 1968 5582 361 32665 600 242 1216 258 is_linear=0 shrinkage=0.01 Tree=464 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 2 2 0 12 2 2 2 2 0 0 2 0 12 12 0 1 0 12 1 split_gain=5346.15 2.54173 0.347374 0.263171 0.143539 0.0537078 0.0315372 0.0280406 0.0223645 0.0211707 0.0163251 0.0138374 0.0124783 0.0122872 0.0111829 0.0091896 0.00879653 0.00874805 0.00864523 0.00668321 0.00666723 0.00623004 0.00612488 0.00465642 0.00444107 0.00438982 0.00424664 0.00359097 0.00344124 0.00341445 threshold=1.0000000180025095e-35 0.036334333941340412 0.00022280584380490002 0.8784809708595277 0.2688089013099671 0.0013712961226701001 7.4335632689326312e-06 0.3781151175498963 0.97252115607261669 0.99894970655441295 0.0070173616986721008 0.028778467908902653 0.94494949494949509 1.0000000180025095e-35 0.0089773964136838514 0.028778467908902653 0.012270400481782552 0.98936170212765973 0.023937770392229853 1.0000000180025095e-35 1.0000000180025095e-35 0.012270400481782552 1.0000000180025095e-35 5.9116524425917312e-05 0.094556797295808764 1.0000000180025095e-35 -32.499999999999993 1.0000000180025095e-35 0.99977076053619396 -390.49999999999994 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 8 2 2 10 left_child=4 2 6 7 10 15 21 16 -6 -5 -1 -7 14 18 22 -4 -3 19 -8 -17 24 -2 -13 -20 -18 -16 -11 29 -10 -23 right_child=1 3 5 9 8 11 13 -9 28 26 -12 12 -14 -15 25 17 20 -19 23 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010034703403613189 0.011454740536879907 0.010383134978374309 0.010882889682109849 0.010210851248800598 -0.010242446720522618 0.010631128354943646 0.011177154720030943 0.010328262353087701 -0.010422137882916703 0.010149499117206985 -0.010115479362597487 0.01098841646253023 0.010548398230088378 0.011184054348152847 0.010804563608864899 0.011245022055481075 0.010641043570877876 0.010772571616401971 0.011625758459378079 0.010950403962404695 0.010399931177063672 0.011573441065301645 0.010746643274066933 0.011438366447559313 0.010519516619246919 0.010590845014584953 0.010108596404537066 0.011502672231757792 -0.010598640800920335 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1.0000000180025095e-35 1.0000000180025095e-35 0.091372912801484213 1.5000000000000002 1.0000000180025095e-35 0.76506899055918665 11.500000000000002 1.0000000180025095e-35 2.5000000000000004 0.50155279503105599 0.90943267259056748 1.0000000180025095e-35 -11.499999999999998 1.5000000000000002 -1.0000000180025095e-35 0.77442071785552036 -65.499999999999986 28.500000000000004 -124.49999999999999 -125.49999999999999 0.9005813953488373 4.5000000000000009 -8.4999999999999982 -60.499999999999993 -61.499999999999993 0.41625412541254131 -69.499999999999986 0.23557158712541623 decision_type=2 8 2 2 2 8 2 2 10 2 8 2 2 2 8 10 8 2 10 8 10 10 2 10 10 10 10 2 10 2 left_child=9 2 28 4 5 6 -4 10 20 -1 17 -3 -7 -14 -8 -13 -11 18 29 -12 21 -9 -19 -21 27 26 -20 -5 -2 -6 right_child=1 11 3 24 7 12 14 8 -10 16 19 15 13 -15 -16 -17 -18 22 25 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010120967010763036 0.010346269276191471 0.010139283124800443 0.010391629405880303 0.010265834662335483 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1216 1135 9886 5499 1547 9861 17061 6552 is_linear=0 shrinkage=0.01 Tree=466 num_leaves=31 num_cat=0 split_feature=12 12 12 1 1 12 12 12 12 12 1 12 12 12 12 1 1 12 0 12 1 3 12 12 12 4 3 3 12 12 split_gain=2449.39 283.219 205.305 26.5949 25.5047 19.7902 17.2895 14.8933 11.8131 10.4536 5.92092 2.7623 2.46353 2.23865 1.99221 1.84235 8.9037 1.82191 1.75737 1.49722 1.41376 1.19437 1.19213 1.18295 1.17977 1.09548 1.06492 0.874879 0.85584 0.806353 threshold=0.026551560498774003 0.98755538463592529 0.00012842786236425005 -390.49999999999994 -1.0000000180025095e-35 5.1029428504989491e-06 0.99989646673202526 0.65440738201141369 0.0013712961226701001 0.51461192965507518 -348.49999999999994 0.0089773964136838514 0.13270235061645502 8.8294510192099562e-07 3.4846319977077662e-05 -57.499999999999993 -56.499999999999993 0.0043998162727802515 1.0000000180025095e-35 0.8784809708595277 -8.4999999999999982 0.80663489736070393 0.13270235061645502 0.00032736793218645006 0.99894970655441295 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60.5262 96.796 26.71 21.6903 23.2138 56.3165 278.606 30.9171 internal_count=911180 169666 5263 164403 741514 4222 1041 2520 12670 7550 151733 11503 783 730011 1720 1915 1702 9588 541 800 32039 5582 1341 1968 600 258 361 600 32665 242 is_linear=0 shrinkage=0.01 Tree=468 num_leaves=31 num_cat=0 split_feature=12 12 12 1 1 12 12 12 12 12 1 12 12 12 12 12 1 1 0 12 1 12 12 6 6 2 6 12 12 1 split_gain=2391.07 296.582 187.02 27.773 25.6255 17.3855 15.8917 15.4878 13.1256 10.9012 4.18726 2.92272 2.39634 2.03425 1.88827 1.8415 1.82314 8.68263 1.70849 1.47478 1.40489 1.27967 1.16746 1.10776 1.10074 0.989811 0.933895 0.929812 0.869848 0.851977 threshold=0.020015737973153553 0.98755538463592529 6.4727209974080338e-05 -3.4999999999999996 -1.0000000180025095e-35 0.99989646673202526 0.65440738201141369 0.00099748477805400022 4.0456557144352709e-06 0.51461192965507518 -348.49999999999994 0.13270235061645502 0.0011766494717448501 0.00017857718921725002 0.0043998162727802515 8.8294510192099562e-07 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2481 2606 5896 2151 5157 5337 40 2800 2626 5643 55055 115548 27543 internal_value=0 0.00678696 -0.00709445 -0.00312668 0.00237973 0.00944624 0.00344363 -0.00216471 -0.00903036 -0.000149561 -0.00753267 0.00233109 -0.00674278 -0.00384476 -0.000702911 -0.00956593 0.00729874 0.00664955 0.00194262 0.00557454 0.00698936 -0.00199747 0.00646211 0.00822163 0.00114033 0.00553528 -0.00547603 -0.00686815 0.0099592 -0.00322027 internal_weight=0 2530.55 2434.77 798.4 952.299 1578.25 670.335 630.635 1636.37 281.964 431.031 440.404 167.765 293.414 337.222 1205.34 304.298 178.638 132.242 229.931 174.493 149.722 129.707 125.66 88.2662 66.3672 79.0078 296.329 1273.95 187.783 internal_count=911180 197456 713724 120019 52104 145352 31948 88485 593705 20156 124622 22016 31534 55235 33250 469083 20021 12714 7673 9932 12595 12483 10114 7307 5067 4777 12088 87030 125331 31293 is_linear=0 shrinkage=0.01 Tree=469 num_leaves=31 num_cat=0 split_feature=12 12 12 1 1 10 12 12 12 12 10 10 10 10 10 1 10 10 1 12 10 10 10 12 10 10 12 12 12 1 split_gain=2357.93 296.247 186.963 27.4784 25.1609 28.7986 17.6453 15.6914 15.2328 13.3191 8.0399 5.41424 4.73319 4.44217 4.30617 6.35392 5.00487 3.10707 2.88261 2.87142 2.81819 2.65792 2.62663 2.50427 2.4691 1.88761 1.87979 1.86696 1.84636 1.62262 threshold=0.020015737973153553 0.98755538463592529 6.4727209974080338e-05 -3.4999999999999996 -1.0000000180025095e-35 2.3350000000000004 0.99989646673202526 0.65440738201141369 0.00099748477805400022 4.0456557144352709e-06 2.4350000000000005 3.9350000000000005 6.0750000000000011 5.4850000000000012 2.1250000000000004 -8.4999999999999982 3.8050000000000002 5.7250000000000005 -311.49999999999994 0.13270235061645502 4.9450000000000012 8.3400000000000016 2.3350000000000004 0.65440738201141369 4.955000000000001 5.2250000000000005 8.8294510192099562e-07 0.2688089013099671 0.00032736793218645006 -270.49999999999994 decision_type=2 2 2 8 8 10 2 2 2 2 10 10 8 8 10 8 10 10 10 2 10 10 8 2 10 8 2 2 2 8 left_child=2 4 9 8 7 22 14 19 13 26 -5 23 18 28 -3 -16 -17 20 -11 -2 27 24 -6 -7 -12 -10 -1 -13 -4 -14 right_child=1 6 3 10 5 11 -8 -9 25 12 21 17 29 -15 15 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0097856666314098291 0.0014523410262361816 0.0091308148121890548 -0.0053631926667096121 -0.0004294904818874537 0.0028022346547858434 -0.00169729500509202 0.0099553386378613586 0.0055351772304940428 -0.0013000100764313492 -0.0090742276360014102 -0.0065451496514649281 -0.0048746847152969378 -0.0004966932836587035 -0.0018440708461825725 0.0077005492250424518 0.0063023604113536412 0.00088578282728485932 0.0016591133441677258 -0.0072448000529018791 0.003070429482596559 -0.0062871395890280899 0.0074328705679673002 0.0066120242750156225 0.0015200638429913981 -0.0091885341039168612 0.0002308873860790888 -0.0088665171891418645 -0.0011476005124323367 -0.0034585910456681251 -0.0055240430694972502 leaf_weight=898.5930843653623 207.18485798407346 87.905928047373891 124.37270391010679 18.174516443628818 29.783469695597887 62.502345422282815 1261.7623697267845 229.25398628227413 204.1375043799635 137.83686519064941 88.972800774034113 23.926757547305897 7.2917897193692625 82.325752301607281 144.63177225831896 40.688347963616252 29.373365931212902 9.814296454889698 229.60186930419877 233.01531313778833 39.527482624165714 1.1863819255959231 46.118450521491468 39.470278484746814 58.615587244974449 133.02622852753848 295.73106976808049 30.664618558716029 86.158673234982416 53.701080433558673 leaf_count=365205 11992 8108 28540 1049 1533 3373 125331 9932 22020 40094 15159 2989 1349 11612 7796 2861 1256 547 70731 10024 5063 44 3022 1740 15282 11230 103878 1889 15083 12448 internal_value=0 0.00675924 -0.00706746 -0.00310102 0.00235852 -0.000148147 0.00943523 0.00341371 -0.00214517 -0.00901546 -0.00670814 -0.00208904 -0.00750283 -0.00381359 0.00726653 0.0065032 0.00403146 -0.00369524 -0.00793107 0.00230886 -0.00425357 -0.00747515 0.00511709 -0.00045196 -0.00759499 -0.000696002 -0.00955807 -0.00278114 -0.00458375 -0.00492302 internal_weight=0 2515.62 2419.73 796.97 951.262 281.808 1564.36 669.454 630.021 1622.76 166.949 205.906 428.432 292.857 302.599 214.693 70.0617 103.933 367.439 440.2 94.1189 148.775 75.9019 101.973 147.588 337.164 1194.32 54.5914 210.531 60.9929 internal_count=911180 197456 713724 120019 52104 20156 145352 31948 88485 593705 31534 15601 124622 55235 20021 11913 4117 10488 110825 22016 9941 30485 4555 5113 30441 33250 469083 4878 43623 13797 is_linear=0 shrinkage=0.01 Tree=470 num_leaves=31 num_cat=0 split_feature=12 12 12 1 12 12 1 12 12 1 1 12 12 12 12 12 12 5 12 6 12 1 1 5 1 6 12 5 12 6 split_gain=2325.59 259.496 223.213 28.1482 21.4785 19.4189 15.5079 15.493 12.3424 6.55302 6.11109 5.55515 2.35736 2.13039 2.03893 1.94277 1.82956 1.79694 1.6489 1.49376 1.46807 1.30903 7.11434 1.13646 1.07064 0.983112 0.917451 0.864776 0.796031 0.772205 threshold=0.068259380757808671 0.00014260681928130004 0.99473056197166454 -390.49999999999994 5.1029428504989491e-06 0.78322452306747448 -1.0000000180025095e-35 0.0023884368129074005 0.99989646673202526 -1.0000000180025095e-35 -348.49999999999994 0.0089773964136838514 8.8294510192099562e-07 3.4846319977077662e-05 0.011652591172605703 0.2688089013099671 0.0006371206545736001 2.5000000000000004 0.3781151175498963 455.50000000000006 0.97252115607261669 -57.499999999999993 -56.499999999999993 3.5000000000000004 -56.499999999999993 1.5000000000000002 0.99998754262924205 2.5000000000000004 0.0011766494717448501 212.50000000000003 decision_type=2 2 2 10 2 2 8 2 2 8 10 2 2 2 2 2 2 10 2 2 2 8 8 10 10 2 2 10 2 2 left_child=1 4 5 11 12 6 17 16 21 19 -6 28 -1 -12 -9 29 -5 18 -2 -7 -11 23 -23 -4 -24 -13 -10 -16 -3 -8 right_child=2 3 8 7 10 9 15 14 26 20 13 25 -14 -15 27 -17 -18 -19 -20 -21 -22 22 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0097812820137114197 0.0026138247268061572 -0.0076853809261459563 0.0087644229343627807 -0.0035094137053964958 -0.0087359256552078466 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3.1031534792855382 104.85405934136361 12.613727228716014 34.79778518807143 31.776801289990544 1135.2379414052702 19.663502024021 53.414157369639724 3.9479448725469402 leaf_count=365205 8611 12912 5313 28964 40904 9530 4906 16659 9783 3855 61697 3575 116858 34647 10717 5030 19477 1850 5397 92 2943 87 8492 797 2000 4323 115548 1755 8947 306 internal_value=0 -0.00655103 0.0072392 -0.00208511 -0.00880144 0.00308134 0.00185652 -0.00114353 0.00954999 0.00499171 -0.00704326 -0.00554055 -0.00951298 -0.00631337 0.000249317 -0.000877824 -0.00277959 0.00297805 0.00321352 0.00602237 0.0030307 0.0074908 0.00687469 0.00836301 0.00720746 -0.00334166 0.00995137 0.000966132 -0.00690421 -0.00218051 internal_weight=0 2582.02 2323.22 865.143 1716.87 829.92 505.696 679.881 1493.3 324.223 494.64 185.263 1222.23 345.611 367.238 147.087 312.643 358.609 322.88 212.525 111.698 243.594 142.755 100.839 139.652 70.9141 1249.7 190.727 114.348 64.3766 internal_count=911180 726640 184540 107329 619311 42520 26100 77572 142020 16420 137248 29757 482063 96344 29131 10242 48441 15858 14008 9622 6798 16689 10579 6110 10492 7898 125331 12472 21859 5212 is_linear=0 shrinkage=0.01 Tree=471 num_leaves=31 num_cat=0 split_feature=11 10 48 3 48 3 10 3 10 10 10 10 10 3 0 10 5 48 10 10 5 5 10 3 3 3 0 3 10 5 split_gain=5063.95 0.712658 0.102905 0.0859149 0.0623848 0.0529227 0.0501082 0.0396283 0.0376793 0.0492473 0.0319709 0.0232345 0.0220653 0.0203436 0.020131 0.0161067 0.0125233 0.0114321 0.0105333 0.0172321 0.00902911 0.0124282 0.0149898 0.00816359 0.00743422 0.00726302 0.00694503 0.00687359 0.00684678 0.00667944 threshold=1.0000000180025095e-35 3.3950000000000005 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.90501253132832093 1.0000000180025095e-35 0.90943267259056748 9.7700000000000014 6.0550000000000006 3.3950000000000005 4.495000000000001 8.1200000000000028 0.99938118811881205 1.0000000180025095e-35 5.955000000000001 2.5000000000000004 1.0000000180025095e-35 4.995000000000001 4.9850000000000012 5.5000000000000009 3.5000000000000004 7.6900000000000004 0.76728257406817468 0.66781609195402314 1.0000000180025095e-35 1.0000000180025095e-35 0.99040761869709237 6.4450000000000012 1.5000000000000002 decision_type=2 10 2 2 2 2 10 2 10 10 10 10 10 2 2 10 10 2 10 10 10 10 10 2 2 2 2 2 10 10 left_child=10 2 -2 15 11 8 -4 -7 9 14 17 26 18 -9 16 -3 24 -1 19 -13 21 29 -23 -10 -6 -8 -5 28 -20 -11 right_child=1 3 6 4 5 7 25 13 23 20 -12 12 -14 -15 -16 -17 -18 -19 27 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010212434353660356 0.010119856821292985 0.010389863722732299 0.010210210157913981 0.010379917108789697 0.010701862900410211 0.010105564279032957 0.010334217570543988 0.010704146307797561 0.010978604191436144 0.010550084400525225 -0.010050513415716904 0.010559268649774935 0.010185984050985419 0.01041745568977479 0.010546164490520191 0.010187790390966683 0.010938178844936917 -0.010104811473954662 0.010716486400212475 0.010180830522150582 0.010165413374770289 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0.00705646 0.0053933 0.00378347 0.00359319 0.00331185 0.00293164 0.00290216 0.00281043 0.00273817 0.00273102 0.00244674 0.00228082 0.00217649 0.00208578 threshold=1.0000000180025095e-35 0.036334333941340412 0.00022280584380490002 0.8784809708595277 0.3781151175498963 0.0013712961226701001 7.4335632689326312e-06 0.3781151175498963 0.0070173616986721008 0.97252115607261669 0.99894970655441295 3.5000000000000004 3.5000000000000004 2.5000000000000004 3.5000000000000004 7.5000000000000009 0.0055486904457211009 0.0070173616986721008 4.5000000000000009 0.99977076053619396 6.4727209974080338e-05 1.5000000000000002 7.5000000000000009 2.9517374969145752e-05 1.7613556906326269e-06 4.5000000000000009 4.5000000000000009 1.5000000000000002 0.068259380757808671 1.5000000000000002 decision_type=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 10 2 10 left_child=4 2 6 7 8 13 15 14 -1 26 25 17 23 -4 -3 24 -13 -7 -9 -11 -14 -16 -12 -8 -2 -5 -6 -18 -10 -15 right_child=1 3 5 10 9 11 12 18 28 19 22 16 20 29 21 -17 27 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010032505757347302 0.011698425302370363 0.010413088974929936 0.010932290891417651 0.010176660784736715 -0.010279913988409188 0.010751780794318733 0.011386785074592757 0.010278786482618891 -0.01009324058720547 -0.010414095569629963 0.010101843463408255 0.010981707320467002 0.011593624400656102 0.01114099009512577 0.010526590911148315 0.011891814202834503 0.01075312138205671 0.010611098932146188 0.01037608414817472 -0.010595212088138808 0.011415312108511374 0.010661683161333179 0.010139591625398852 0.011186033499695523 0.011420422012743967 0.010244483771834272 -0.010190860164759473 0.010903131003691587 -0.01014757753027762 0.011301883939126263 leaf_weight=1947.4112898814492 7.66055069118738 123.67990491166711 34.516091771423817 190.62466328963637 87.874000032898039 49.560965618118644 9.6032687835395318 119.69183760229498 169.65417203516699 51.430738207884133 1087.8298647496849 32.688991263508797 23.265877462923527 27.565249130129814 59.630646785721183 20.787712402641773 37.435120820999146 60.536192676052451 59.99949074909091 13.918047899380324 18.859630737453699 21.986854350194335 250.58835238125175 25.466427367180586 6.5913370177149773 86.225598879158497 47.544403040315956 13.898856522515414 130.35948355868459 11.385186813771723 leaf_count=697346 63 3757 479 12700 4187 828 94 5205 23004 1612 115021 425 200 314 1377 157 618 1251 1913 303 179 418 19866 285 63 4146 3301 191 11761 116 internal_value=0 0.0103143 0.0110387 0.0101767 -0.010066 0.0108429 0.0115057 0.0103973 -0.0100438 -0.0103151 0.0101241 0.0107577 0.0113899 0.0110679 0.0104727 0.0117609 0.0108669 0.0106744 0.0103113 -0.0104527 0.0115138 0.010563 0.0101089 0.011241 0.0115699 0.0101978 -0.0102486 0.0107937 -0.0101169 0.011188 internal_weight=0 2380.08 379.821 2000.26 2448.19 267.587 112.235 384.989 2247.42 200.767 1615.27 194.12 77.1952 73.4665 205.297 35.0396 84.023 110.097 179.691 65.3488 42.1255 81.6175 1338.42 35.0697 14.2519 276.85 135.418 51.334 300.014 38.9504 internal_count=911180 169666 5263 164403 741514 4222 1041 12670 732111 9403 151733 3313 758 909 5552 283 1234 2079 7118 1915 379 1795 134887 379 126 16846 7488 809 34765 430 is_linear=0 shrinkage=0.01 Tree=473 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 10 10 1 1 10 3 6 1 10 10 5 10 1 3 3 3 1 1 1 10 6 5 1 1 1 split_gain=880.621 123.933 65.5394 29.22 34.8013 24.1125 23.8746 22.4037 26.0823 20.3075 12.8365 9.98368 9.00448 14.7081 9.50894 9.07586 7.79568 7.2575 7.08119 8.99535 10.03 8.16097 7.36278 7.02288 20.2671 6.53418 6.13104 6.10885 5.89474 5.76016 threshold=3.1750000000000003 -31.499999999999996 30.500000000000004 5.5950000000000006 4.0850000000000009 2.1250000000000004 3.1750000000000003 -71.499999999999986 -59.499999999999993 4.1150000000000011 0.96784532671629464 1.5000000000000002 -239.49999999999997 6.4450000000000012 6.4450000000000012 1.5000000000000002 9.0500000000000025 -64.499999999999986 1.0000000180025095e-35 0.78297101449275375 0.78956442831215978 -7.4999999999999991 -28.499999999999996 -335.49999999999994 4.9450000000000012 18.500000000000004 1.5000000000000002 -30.499999999999996 -4.4999999999999991 -23.499999999999996 decision_type=10 8 2 10 10 10 8 10 10 10 2 2 10 10 10 10 8 8 2 2 2 8 8 10 10 2 8 10 8 8 left_child=1 6 3 4 17 27 -1 12 -9 29 -11 23 13 -5 15 -14 -10 -2 22 -20 21 -21 -13 24 -6 -15 -8 -3 -7 -4 right_child=2 5 9 7 11 28 26 8 16 10 -12 18 14 25 -16 -17 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-6.7150254866051191e-06 -0.0021240630377395882 0.0090682021657936627 -0.0033370697168974622 -0.002641089914433395 -0.0013840096288087339 -0.00044177375529249864 0.0031524326228647387 0.0058682349001119016 -0.00031924080373676051 -0.0062326926203731927 -0.00087337736156821325 0.0015020314076511186 0.0024640076976229826 0.004766910081857788 -0.0048362207959967499 -0.0044629198549039654 -0.0086942574307611979 0.00091499051803790572 -0.0056620163456311615 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28323 2582 7160 1330 36343 6558 internal_value=0 0.00592882 -0.00311602 -0.0021781 -0.00281936 0.00782601 0.00193772 -0.00011733 0.00277746 -0.00533832 -0.00591792 -0.00356793 -0.00159216 0.000223835 -0.00301845 -0.0003319 -0.00198705 -6.25743e-05 -0.00457214 -0.0049367 -0.00251613 0.00479861 -0.00114555 -0.00281831 -0.00420265 0.00358083 0.004266 0.008926 0.00585011 -0.00158385 internal_weight=0 1636.76 3144.35 2211.14 1686.38 1109.4 527.36 524.762 177.117 933.211 808.413 1326.25 347.645 152.93 194.714 78.5792 69.6892 360.131 566.865 512.356 118.129 16.1784 54.5095 759.385 247.181 70.4179 239.992 712.661 396.74 124.799 internal_count=911180 172996 738184 441236 342250 116802 56194 98986 25122 296948 273116 293305 73864 25236 48628 14444 13781 48945 148769 140523 26423 2550 8246 144536 47156 8766 20882 78758 38044 23832 is_linear=0 shrinkage=0.01 Tree=474 num_leaves=31 num_cat=0 split_feature=12 12 12 1 1 10 12 12 12 12 10 10 10 10 10 1 10 10 1 12 10 10 10 10 12 12 10 12 12 19 split_gain=2232.81 288.222 183.462 26.6168 24.234 27.0666 17.8356 14.9169 14.4202 13.5299 7.67811 4.9734 4.69779 4.26081 4.24417 6.28328 4.77035 2.97053 2.91571 2.70963 2.70759 2.59146 2.5763 2.44835 2.3424 1.9415 1.81272 1.78646 1.77443 1.62871 threshold=0.020015737973153553 0.98755538463592529 6.4727209974080338e-05 -3.4999999999999996 -1.0000000180025095e-35 2.3350000000000004 0.99989646673202526 0.65440738201141369 0.00099748477805400022 4.0456557144352709e-06 2.4350000000000005 3.9350000000000005 6.0750000000000011 5.4850000000000012 2.1250000000000004 -8.4999999999999982 3.8050000000000002 5.7250000000000005 -311.49999999999994 0.13270235061645502 4.9450000000000012 8.3400000000000016 2.3350000000000004 4.955000000000001 0.65440738201141369 8.8294510192099562e-07 5.4750000000000005 0.00032736793218645006 0.2688089013099671 1.0000000180025095e-35 decision_type=2 2 2 8 8 10 2 2 2 2 10 10 8 8 10 8 10 10 10 2 10 10 8 10 2 2 10 2 2 2 left_child=2 4 9 8 7 22 14 19 13 25 -5 24 18 27 -3 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-0.00482444 internal_weight=0 2429.59 2337.17 778.14 930.323 275.224 1499.26 655.099 616.404 1559.03 161.736 201.384 414.096 285.875 292.831 208.415 68.234 101.435 354.723 431.432 91.8183 143.917 73.8397 142.75 99.9487 1144.93 330.529 205.249 53.3972 59.3727 internal_count=911180 197456 713724 120019 52104 20156 145352 31948 88485 593705 31534 15601 124622 55235 20021 11913 4117 10488 110825 22016 9941 30485 4555 30441 5113 469083 33250 43623 4878 13797 is_linear=0 shrinkage=0.01 Tree=475 num_leaves=31 num_cat=0 split_feature=12 12 12 1 1 10 12 12 12 12 10 12 10 10 1 10 10 1 10 12 10 10 10 10 10 10 12 12 12 1 split_gain=2201.83 287.714 183.303 26.3555 23.7756 26.5903 18.0898 14.7222 14.1829 13.7144 7.61655 4.89553 4.70188 4.27132 6.2507 4.70945 4.20309 2.94582 2.69372 2.66183 2.55523 2.55325 2.47171 2.34259 2.06233 2.13999 1.98167 1.78048 1.76898 1.5962 threshold=0.020015737973153553 0.98755538463592529 6.4727209974080338e-05 -3.4999999999999996 -1.0000000180025095e-35 2.3350000000000004 0.99989646673202526 0.65440738201141369 0.00099748477805400022 4.0456557144352709e-06 2.4350000000000005 0.2688089013099671 6.0750000000000011 2.1250000000000004 -8.4999999999999982 3.8050000000000002 5.4850000000000012 -311.49999999999994 4.8950000000000005 0.13270235061645502 8.3400000000000016 2.3350000000000004 4.955000000000001 5.5050000000000008 3.9650000000000003 6.5450000000000008 7.8085335530886379e-07 0.0043998162727802515 0.00032736793218645006 -270.49999999999994 decision_type=2 2 2 8 8 10 2 2 2 2 10 2 8 10 8 10 8 10 10 2 10 8 10 10 10 10 2 2 2 8 left_child=2 4 9 8 7 21 13 19 16 26 -5 24 17 -3 -15 -16 28 -11 -13 -2 22 -6 -12 -20 -7 -26 -1 -10 -4 -14 right_child=1 6 3 10 5 11 -8 -9 27 12 20 18 29 14 15 -17 -18 -19 23 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0097836922382327669 0.0014261991382927188 0.0090664987742554125 -0.0052360996915867385 -0.00044565169964339664 0.002668647257298329 -0.0022356931267965398 0.0099396532361353141 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15601 124622 20021 11913 4117 55235 110825 6689 22016 30485 4555 30441 2329 8912 6426 469083 33250 43623 13797 is_linear=0 shrinkage=0.01 Tree=476 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 48 12 12 48 12 48 48 12 29 12 12 29 29 12 5 12 6 12 5 6 5 5 12 48 12 split_gain=2171.44 252.077 218.327 21.9586 18.2595 17.9691 12.6784 11.5467 9.52203 7.576 4.73411 3.87077 2.79614 2.7743 2.47956 2.30948 2.15152 2.00747 1.98681 1.60573 1.47656 1.24318 1.17155 1.07013 1.56211 1.05783 1.05609 0.979463 0.944143 0.920937 threshold=0.068259380757808671 0.00014260681928130004 0.99473056197166454 5.1029428504989491e-06 0.78322452306747448 1.0000000180025095e-35 0.99989646673202526 0.0013712961226701001 1.0000000180025095e-35 0.0035319819580763002 1.0000000180025095e-35 1.0000000180025095e-35 0.0070173616986721008 1.0000000180025095e-35 8.8294510192099562e-07 2.522791965020588e-05 1.0000000180025095e-35 1.0000000180025095e-35 0.2688089013099671 2.5000000000000004 0.3781151175498963 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0.0371136 0.0245021 0.0194201 0.018425 0.0175313 0.0138298 0.0129732 0.0118268 0.0116136 0.00751515 0.00634979 0.00579399 0.0053014 0.00432821 0.00395932 0.00395746 0.00344175 0.0033974 0.00339052 0.00309446 0.00279146 0.00256156 0.00248324 0.00231077 threshold=1.0000000180025095e-35 0.036334333941340412 0.00022280584380490002 0.8784809708595277 0.3781151175498963 0.0013712961226701001 7.4335632689326312e-06 0.3781151175498963 0.97252115607261669 0.0089773964136838514 0.99894970655441295 1.0000000180025095e-35 1.0000000180025095e-35 0.0055486904457211009 1.0000000180025095e-35 0.012270400481782552 0.012270400481782552 4.1274226532550535e-05 0.045804195804195758 0.094556797295808764 0.99977076053619396 0.97385509227614497 -84.499999999999986 -390.49999999999994 -88.499999999999986 -32.499999999999993 0.023937770392229853 0.97678908144024434 1.0000000180025095e-35 0.49184758529020828 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 8 10 8 8 2 2 2 2 left_child=4 2 6 7 9 12 16 15 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9.3404738828539831 41.109473646618426 51.633256577886641 277.85857499414124 292.21347919665277 18.257886935025454 17.444619383662939 12.68285267241299 2.8096053600311306 54.852579421363771 3.7050896063447025 36.013294227421284 83.694602372124791 47.417378032580018 14.123385226354001 6.3426278941333285 35.95305610448122 26.629010647535324 40.948768522590399 988.5841755233705 25.386863328516483 4.0356155373156062 135.08071251213551 50.53697289340198 leaf_count=700440 47 1618 215 16846 7488 790 112 2008 1612 31671 24495 225 177 275 29 1231 34 351 1414 1138 303 86 431 202 609 110392 221 45 5110 1565 internal_value=0 0.0103166 0.0110447 0.0101734 -0.0100664 0.0108409 0.0115246 0.0103926 -0.0103183 -0.0100431 0.0101198 0.010754 0.0110693 0.0107954 0.0114022 0.0104676 0.0117927 0.0114474 0.0107271 0.0105024 -0.0104592 0.0111329 0.0111609 0.0118477 0.0109066 0.0101044 0.0115572 0.0113701 0.0103064 0.0104625 internal_weight=0 2307.9 379.237 1928.66 2374.19 266.194 113.043 378.672 200.75 2173.44 1549.99 192.792 73.4019 155.584 77.5859 202.482 35.4573 68.2454 96.3775 152.807 65.7566 59.7403 53.3977 30.3341 59.2067 1280.8 28.1965 40.0489 176.19 97.9544 internal_count=911180 169666 5263 164403 741514 4222 1041 12670 9403 732111 151733 3313 909 2523 758 5552 283 646 1689 3934 1915 694 608 236 834 134887 250 396 7118 2703 is_linear=0 shrinkage=0.01 Tree=478 num_leaves=31 num_cat=0 split_feature=1 6 6 3 3 2 3 2 2 4 3 3 6 1 1 6 1 3 2 6 1 1 6 4 2 2 3 6 2 1 split_gain=300.154 96.5193 85.6662 25.5688 18.2921 15.6658 13.616 13.5663 13.525 14.0791 9.64822 8.30903 7.77836 6.14106 14.5759 5.68393 5.54905 5.16507 5.24716 4.94187 4.77193 4.71212 4.57478 4.24118 4.38895 4.76147 4.22095 3.81906 3.76826 3.52344 threshold=-1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 0.20112359550561798 0.51530771633864425 0.091372912801484213 0.48846085567193326 0.040202020202020204 0.087337909992372217 23.500000000000004 0.50155279503105599 0.25108695652173912 33.500000000000007 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34719 16833 35655 108597 350 39617 74170 15130 240228 8556 33309 64370 12820 1905 4559 2161 12865 3339 11124 16970 8722 35206 5784 5593 6038 4872 internal_value=0 -0.00199912 0.00325059 -0.00368761 0.00476326 -1.964e-05 0.00552477 -0.00409365 0.00149822 0.00106925 -0.000796038 0.00463599 -0.00437451 -0.00351445 -0.00209796 1.18536e-05 -0.00068278 0.00112752 0.000247388 0.00346684 -0.00306383 0.00850674 0.00274793 8.99925e-05 0.000507404 -1.19865e-05 0.0016485 0.00257934 -0.000545721 -0.00381152 internal_weight=0 2887.78 1748.59 1558.43 1191.9 1329.34 865.041 1416.13 449.862 423.916 879.482 575.982 1308.39 582.997 200.7 556.687 107.737 250.864 182.283 68.5812 69.0033 25.9468 326.863 512.635 423.457 336.003 47.0106 146.482 149.594 142.917 internal_count=911180 648349 262831 438287 156526 210062 110683 415707 58161 54472 151901 75028 395562 155334 46737 106305 20145 41935 32085 9850 14855 3689 45843 77731 60898 52176 7689 20723 27526 38181 is_linear=0 shrinkage=0.01 Tree=479 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 12 10 12 12 12 10 12 10 12 1 10 12 6 1 12 6 10 10 1 10 10 10 1 split_gain=4805.8 2.3451 0.361554 0.220554 0.135587 0.0599657 0.0463876 0.0428925 0.0280758 0.0240984 0.0216833 0.0189843 0.0183136 0.0179255 0.0115118 0.0105202 0.00956855 0.00924463 0.00874037 0.00692503 0.00657849 0.00687769 0.00642518 0.00622981 0.00600911 0.0055559 0.00536775 0.00531214 0.00518943 0.00515999 threshold=1.0000000180025095e-35 0.036334333941340412 0.00022280584380490002 0.8784809708595277 0.3781151175498963 3.3250000000000006 3.1450000000000005 0.0023884368129074005 3.0550000000000002 7.4335632689326312e-06 0.18897357583045957 0.97252115607261669 3.3550000000000004 0.0089773964136838514 3.3950000000000005 0.0013712961226701001 -371.49999999999994 2.8250000000000006 0.99766892194747936 4.5000000000000009 -390.49999999999994 0.0089773964136838514 3.5000000000000004 1.3750000000000002 2.6750000000000003 -337.49999999999994 1.0000000180025095e-35 3.8350000000000004 5.9150000000000009 -371.49999999999994 decision_type=2 2 2 2 2 10 10 2 10 2 2 2 10 2 10 2 10 10 2 2 10 2 2 10 10 10 10 10 10 10 left_child=4 2 6 8 13 15 25 19 -3 -8 29 17 -5 -1 -13 26 27 -6 -14 -7 -9 -22 -11 -17 -15 -2 -4 -12 -21 -10 right_child=1 3 5 12 11 7 9 20 10 22 16 14 18 24 -16 23 -18 -19 -20 28 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.01003166034077109 0.010774260614901067 0.010251243350414696 0.010624274474586578 0.010095899216592596 -0.010415997132258936 0.011029046985241559 0.011835460044140083 0.01107661164571111 0.010761516589890866 0.011368452178860455 0.010359813552021466 -0.010656262999659423 0.010238364552797844 -0.010226430093216889 -0.010367575373796165 0.010419313673273169 0.010347821802571933 -0.010206409960453963 0.0101429710485973 0.011305722227461493 0.010880759814295227 0.010717369002242358 0.011579425192743076 0.010627499046896581 -0.010097944367554694 0.011174553867481667 0.010932903420225642 0.010661501337300186 0.011037350190930233 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0.0114923 0.0105362 -0.0101181 0.0110937 0.01079 0.0105565 0.0112278 0.0105671 internal_weight=0 2282.03 376.188 1905.85 2347.1 263.962 112.226 182.922 375.097 90.7168 269.128 198.881 1530.75 2148.22 65.1852 81.0399 176.297 133.696 459.399 70.127 112.795 104.049 59.5418 58.3742 275.026 21.5095 22.6657 25.7234 34.9669 92.8309 internal_count=911180 169666 5263 164403 741514 4222 1041 2520 12670 783 7550 9403 151733 732111 1915 1702 5582 7488 32039 800 1720 1615 541 1341 31671 258 361 600 371 1968 is_linear=0 shrinkage=0.01 Tree=480 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 6 12 6 3 6 6 12 6 12 1 12 12 6 12 3 1 12 3 6 12 split_gain=4757.07 2.27261 0.349727 0.213929 0.13155 0.0498878 0.0350132 0.023161 0.0184099 0.0173945 0.0169957 0.0166182 0.0142812 0.0124655 0.0104658 0.00907918 0.00673702 0.00563935 0.00508683 0.00414165 0.00377137 0.00354943 0.00351744 0.00324543 0.00319086 0.00297891 0.00286094 0.00275096 0.00249873 0.00249427 threshold=1.0000000180025095e-35 0.036334333941340412 0.00022280584380490002 0.8784809708595277 0.3781151175498963 0.0013712961226701001 7.4335632689326312e-06 0.3781151175498963 0.97252115607261669 0.0089773964136838514 3.5000000000000004 0.99894970655441295 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 7.5000000000000009 0.0055486904457211009 2.5000000000000004 0.0070173616986721008 -390.49999999999994 0.99977076053619396 6.4727209974080338e-05 4.5000000000000009 0.00012842786236425005 0.13453458306399482 -32.499999999999993 1.7613556906326269e-06 0.95260557053009898 4.5000000000000009 0.094556797295808764 decision_type=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 8 2 2 2 2 left_child=4 2 6 7 9 13 15 14 -6 -1 18 28 19 -4 -3 26 -12 -15 24 -8 -10 -14 -9 -21 -7 -13 -2 -18 -5 -16 right_child=1 3 5 11 8 10 12 22 20 -11 16 25 21 17 29 -17 27 -19 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010031344951439683 0.011692620593669059 0.010399595657243844 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13.878597369417546 18.630237616598606 57.950991377234459 7.051249884068965 33.256696511059999 965.45923430472612 6.5379825606942177 6.1052323691546908 82.617981363087893 48.394740282557905 leaf_count=700440 63 3757 215 12700 7488 299 76 5205 1612 31671 425 24495 200 298 618 157 687 396 1251 220 303 179 1913 83 529 110392 63 122 4146 1177 internal_value=0 0.010311 0.0110245 0.0101701 -0.0100652 0.0108247 0.011494 0.0103851 -0.0103124 -0.0100423 0.0107394 0.0101174 0.011374 0.0110484 0.0104588 0.0117563 0.0108476 0.0111111 0.0106565 0.0112238 -0.0104509 0.0114986 0.0103004 0.0112716 0.0107324 0.0101022 0.0115612 0.0107752 0.0101895 0.0105478 internal_weight=0 2260.03 372.825 1887.2 2323.89 261.55 111.275 371.507 196.963 2126.93 189.384 1515.7 76.3435 72.1663 198.714 34.9315 82.2258 58.7778 107.158 34.6021 64.5654 41.7414 172.792 29.0562 48.346 1251.87 14.1745 50.1742 263.822 79.326 internal_count=911180 169666 5263 164403 741514 4222 1041 12670 9403 732111 3313 151733 758 909 5552 283 1234 694 2079 379 1915 379 7118 303 828 134887 126 809 16846 1795 is_linear=0 shrinkage=0.01 Tree=481 num_leaves=31 num_cat=0 split_feature=10 1 10 10 10 1 2 10 10 1 1 0 2 1 1 1 2 0 1 10 1 5 1 10 2 0 5 10 1 1 split_gain=803.281 116.109 37.1292 38.7475 41.4462 32.0378 28.2763 23.4026 21.7531 18.1141 13.4009 11.6905 12.4071 10.7434 9.92822 8.94438 6.50438 6.42498 6.1624 19.1786 5.91323 5.8266 5.43984 5.1362 5.02161 4.92776 4.77066 5.13964 4.61579 5.45852 threshold=3.1750000000000003 -31.499999999999996 4.0850000000000009 5.955000000000001 9.7700000000000014 -71.499999999999986 0.012270400481782552 2.1250000000000004 3.1750000000000003 -37.499999999999993 -59.499999999999993 1.0000000180025095e-35 0.98936170212765973 -1.0000000180025095e-35 -147.49999999999997 -54.499999999999993 0.012270400481782552 1.0000000180025095e-35 -287.49999999999994 7.5550000000000006 -30.499999999999996 1.5000000000000002 -4.4999999999999991 3.5950000000000002 0.034723896792862259 1.0000000180025095e-35 1.5000000000000002 6.8650000000000011 -64.499999999999986 -65.499999999999986 decision_type=10 8 10 10 10 10 2 10 8 8 10 2 2 8 10 10 2 2 10 10 10 10 8 10 2 2 10 10 10 10 left_child=1 8 13 6 5 18 9 20 -1 25 -7 12 21 16 -6 -12 -2 24 19 -5 -3 -8 -9 -15 -10 -4 27 -20 29 -26 right_child=2 7 3 4 14 10 11 22 17 -11 15 -13 -14 23 -16 -17 -18 -19 26 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31 leaf_value=6.5304332467996269e-06 0.0014194897847760591 0.0090102904183160474 0.0018707677717986232 -0.0027322281859862951 0.0046301981746666217 0.0060522261305205362 -0.0046176428383326688 -0.00042147885806528704 0.0072529831552505721 -0.0047196480226790469 -0.0085588105966108823 -0.0024051350093605012 0.00098062552189255364 0.0028793087094521165 -0.0081577887462930248 0.0018233009879461155 -0.0024600637684032158 0.0063078809111336114 0.0012168038824856384 0.0062312749851361846 0.0028077427919743973 -0.0059167286940671974 0.0059768853261938206 -0.00046317803345374001 0.0032678105358580349 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4.09349 3.05233 2.98412 2.98313 2.3095 2.28613 2.22722 2.19778 2.10247 2.42174 2.03239 1.81434 1.60051 1.45304 threshold=0.015218299813568552 0.98755538463592529 5.9116524425917312e-05 -3.4999999999999996 -1.0000000180025095e-35 2.4350000000000005 0.99989646673202526 0.65440738201141369 4.0456557144352709e-06 0.00099748477805400022 2.3850000000000002 0.2688089013099671 6.0750000000000011 2.1250000000000004 -8.4999999999999982 3.8050000000000002 5.4850000000000012 2.4350000000000005 0.13270235061645502 -348.49999999999994 4.8950000000000005 8.3400000000000016 5.5050000000000008 4.955000000000001 4.0850000000000009 6.5450000000000008 7.8085335530886379e-07 0.00032736793218645006 5.4450000000000012 5.2250000000000005 decision_type=2 2 2 8 8 10 2 2 2 2 10 2 8 10 8 10 8 8 2 10 10 10 10 10 10 10 2 2 10 8 left_child=2 4 8 9 7 17 13 18 26 16 -5 24 19 -3 -15 -16 27 -6 28 -10 -13 23 -22 -12 -7 -26 -1 -4 -2 -11 right_child=1 6 3 10 5 11 -8 -9 12 29 21 20 -14 14 15 -17 -18 -19 -20 -21 22 -23 -24 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65.584 284.397 76.9255 447.3 326.349 109 134.663 27.6866 133.623 87.8343 45.0523 1074.54 204.017 225.986 291.956 internal_count=911180 200658 710522 120072 55306 21219 145352 34087 590450 88717 31355 16372 121367 20021 11913 4117 57606 4847 24155 107895 6542 30427 2329 30386 9830 6963 469083 45496 14131 31111 is_linear=0 shrinkage=0.01 Tree=483 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 12 10 12 12 12 10 12 10 2 12 2 2 1 10 12 10 2 10 12 1 2 10 10 split_gain=4668.76 2.2457 0.351354 0.209053 0.13047 0.0584961 0.0445313 0.043452 0.0268061 0.0218208 0.0206267 0.0184362 0.0173845 0.0171143 0.0114522 0.0112573 0.011101 0.0102174 0.0100796 0.0092672 0.00903596 0.00828166 0.0059343 0.00586087 0.0058491 0.00570574 0.00555408 0.00551955 0.00527706 0.00514185 threshold=1.0000000180025095e-35 0.036334333941340412 0.00019807765784200004 0.8784809708595277 0.3781151175498963 3.3250000000000006 3.1450000000000005 0.0023884368129074005 3.0550000000000002 7.4335632689326312e-06 0.18897357583045957 0.97252115607261669 3.3550000000000004 0.0089773964136838514 3.3950000000000005 0.034723896792862259 0.0013712961226701001 0.040202020202020204 0.023937770392229853 -371.49999999999994 2.8250000000000006 0.99766892194747936 1.3750000000000002 0.040202020202020204 2.6750000000000003 0.0011766494717448501 -337.49999999999994 0.034723896792862259 1.0000000180025095e-35 3.8350000000000004 decision_type=2 2 2 2 2 10 10 2 10 2 2 2 10 2 10 2 2 2 2 10 10 2 10 2 10 2 10 2 10 10 left_child=4 2 6 8 13 16 26 17 -3 27 23 20 -5 -1 -13 -9 28 -7 -11 29 -6 -14 -18 -10 -15 -19 -2 -8 -4 -12 right_child=1 3 5 12 11 7 9 15 10 18 19 14 21 24 -16 -17 22 25 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.01003082402367071 0.010757988674378811 0.010245027202904395 0.010621258076378598 0.010092585855186497 -0.010411546607620543 0.010885482760024792 0.011513156438464988 0.010619092202449911 0.010421546750883035 0.011180481586150846 0.010351919560298717 -0.010651510473025831 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5120 206 119694 740 209 45 504 637 98 289 372 6524 2327 1543 1216 716 386 412 4982 6748 25515 625 1331 29344 234 180 197 169 311 internal_value=0 0.0103106 0.011021 0.0101681 -0.010065 0.0108246 0.0115038 0.0109235 0.0103817 0.0116023 0.0104351 -0.010312 0.0101151 -0.0100419 -0.0104508 0.0107994 0.0106 0.011115 0.0114844 0.0103709 -0.0102441 0.0101672 0.0105249 0.0105568 -0.0101163 0.0111769 0.011082 0.0118154 0.0107838 0.0105478 internal_weight=0 2218.28 370.616 1847.66 2280.81 263.443 107.172 182.957 367.1 86.8818 263.937 195.565 1480.56 2085.24 64.2422 111.038 80.4864 71.9188 55.9555 172.753 131.323 447.142 57.159 91.1844 269.25 56.6381 20.2904 30.9263 23.3274 25.2906 internal_count=911180 169666 5263 164403 741514 4265 998 2549 12670 752 7550 9403 151733 732111 1915 1720 1716 829 510 5582 7488 32039 1341 1968 31671 620 246 242 375 600 is_linear=0 shrinkage=0.01 Tree=484 num_leaves=31 num_cat=0 split_feature=12 12 12 1 1 10 12 12 12 12 10 12 10 10 1 10 10 10 1 12 10 10 10 10 10 10 12 12 10 19 split_gain=2007.54 287.447 162.581 24.5873 23.1342 25.2045 18.2012 14.6831 13.0079 11.9611 5.91416 4.65352 4.34966 4.13182 6.10285 4.32148 3.99464 2.99068 2.98779 2.90129 2.24508 2.23081 2.19762 2.16792 2.05901 2.35825 2.05606 1.77804 1.55378 1.43692 threshold=0.015218299813568552 0.98755538463592529 5.9116524425917312e-05 -3.4999999999999996 -1.0000000180025095e-35 2.4350000000000005 0.99989646673202526 0.65440738201141369 4.0456557144352709e-06 0.00099748477805400022 2.3850000000000002 0.2688089013099671 6.0750000000000011 2.1250000000000004 -8.4999999999999982 3.9350000000000005 5.4850000000000012 2.4350000000000005 -348.49999999999994 0.13270235061645502 4.8950000000000005 8.3400000000000016 4.955000000000001 5.5050000000000008 4.0850000000000009 6.5450000000000008 7.8085335530886379e-07 0.00032736793218645006 5.4450000000000012 1.0000000180025095e-35 decision_type=2 2 2 8 8 10 2 2 2 2 10 2 8 10 8 10 8 8 10 2 10 10 10 10 10 10 2 2 10 2 left_child=2 4 8 9 7 17 13 19 26 16 -5 24 18 -3 -15 -16 27 -6 -10 28 -13 22 -12 -22 -7 -26 -1 -4 -2 -14 right_child=1 6 3 10 5 11 -8 -9 12 -11 21 20 29 14 15 -17 -18 -19 -20 -21 23 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0097655235557632565 0.00090436016502584487 0.0089923440182471618 -0.0051344641846733773 -0.00079897176346917936 0.0023170282658270271 -0.0023633366996301287 0.0099207692186365302 0.0053212851297937923 -0.0091282779607473018 -0.00072389144383788631 -0.0064798237956565034 9.857585574487685e-06 -0.0051217509423837279 0.0075072287876757236 0.0059002323203387096 0.00064448501209200251 -0.0017235261682396678 0.0063176724205733868 -0.0070855551695604988 0.002944119093019058 -0.0050219709325138688 0.00728025612377068 -0.0091259713116170933 0.0013105764363247191 -0.005927370941702613 0.0055480908607267376 -0.0087735498304646626 -0.0032163957796236754 0.002975283104536488 0.001772353628208269 leaf_weight=767.11992270825431 178.31467095878907 78.020123559050262 121.1946819620207 15.09007737552747 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0.00132512 -0.00471513 internal_weight=0 2307.37 2147.76 717.916 926.44 270.668 1380.93 655.772 1429.85 570.276 147.64 194.682 375.565 274.757 196.737 64.8088 281.155 75.9861 321.093 442.802 107.891 132.55 131.524 27.3629 86.7912 44.4499 1054.28 201.58 223.782 54.4716 internal_count=911180 200658 710522 120072 55306 21219 145352 34087 590450 88717 31355 16372 121367 20021 11913 4117 57606 4847 107895 24155 6542 30427 30386 2329 9830 6963 469083 45496 14131 13472 is_linear=0 shrinkage=0.01 Tree=485 num_leaves=31 num_cat=0 split_feature=10 48 6 10 10 10 10 10 10 10 5 10 10 5 5 48 10 10 6 6 0 0 6 29 39 48 4 5 6 29 split_gain=761.589 91.6189 56.9372 25.9845 25.4085 29.9969 24.9056 18.1887 17.7573 15.5537 16.7841 11.3388 16.9007 10.7307 9.00181 8.36247 9.16205 15.7058 9.66153 8.6286 7.60562 7.27264 7.08851 6.78005 6.34524 5.56068 4.89713 4.72581 4.62878 4.51636 threshold=3.1750000000000003 1.0000000180025095e-35 30.500000000000004 3.1750000000000003 5.5950000000000006 4.495000000000001 2.1250000000000004 4.3150000000000004 8.4800000000000022 6.9850000000000012 1.5000000000000002 5.9350000000000014 9.7700000000000014 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 4.995000000000001 4.9850000000000012 17.500000000000004 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 152.50000000000003 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 23.500000000000004 2.5000000000000004 18.500000000000004 1.0000000180025095e-35 decision_type=10 2 2 8 10 10 10 10 10 10 10 10 10 10 10 2 10 10 2 2 2 2 2 2 2 2 8 8 2 2 left_child=1 6 4 -3 5 21 29 -4 9 28 -11 -9 14 25 22 16 17 -7 -19 26 -5 27 -13 -8 -18 -10 -17 -2 -6 -1 right_child=2 3 7 20 8 15 23 11 13 10 -12 12 -14 -15 -16 19 24 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0088731443087093388 -0.0011887358340473041 0.00014743027803124282 -0.0018668916284372669 0.0031368838256252687 1.2046729880400707e-06 -0.0041017094977215231 0.0057235000481288614 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65980 17939 266408 69079 33006 42498 264016 97129 34022 2377 166887 22963 78234 27725 39431 63107 30431 103508 56208 48041 76832 is_linear=0 shrinkage=0.01 Tree=486 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 12 10 12 12 12 10 12 2 10 12 2 2 1 10 12 12 10 10 2 2 1 10 10 split_gain=4582.66 2.21675 0.352553 0.20411 0.12948 0.0581934 0.045055 0.0432226 0.02635 0.0224037 0.0202102 0.0184989 0.0169687 0.0168299 0.0133832 0.0116821 0.0108588 0.0101147 0.00944941 0.00926349 0.00909221 0.0081001 0.00724626 0.00587118 0.0058235 0.00576671 0.00559251 0.00553682 0.00523731 0.00510499 threshold=1.0000000180025095e-35 0.036334333941340412 0.00019807765784200004 0.8784809708595277 0.3781151175498963 3.3250000000000006 3.1450000000000005 0.0013712961226701001 3.0550000000000002 7.4335632689326312e-06 0.18897357583045957 0.97252115607261669 3.3550000000000004 0.0089773964136838514 0.034723896792862259 3.3950000000000005 0.0013712961226701001 0.023937770392229853 0.028778467908902653 -371.49999999999994 2.8250000000000006 0.99766892194747936 0.0055486904457211009 2.6250000000000004 3.3250000000000006 0.040202020202020204 0.034723896792862259 -337.49999999999994 1.0000000180025095e-35 3.8350000000000004 decision_type=2 2 2 2 2 10 10 2 10 2 2 2 10 2 2 10 2 2 2 10 10 2 2 10 8 2 2 10 10 10 left_child=4 2 6 8 13 16 27 18 -3 26 25 20 -5 -1 -9 -13 28 -11 -7 29 -6 -14 -16 -15 -18 -10 -8 -2 -4 -12 right_child=1 3 5 12 11 7 9 14 10 17 19 15 21 23 22 -17 24 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010030320241229599 0.010749906939926075 0.010241436581380856 0.010613458421088502 0.010090327334782868 -0.010411263571847488 0.010904090025953186 0.011511508425632788 0.010634134523029349 0.010417422053491466 0.011175330613347896 0.01034854924405116 -0.010653327080720785 0.010230372621224457 -0.010225880720872309 0.010983000143518738 -0.010360656126951622 0.010597502006195516 0.011539825336455565 0.011232268614461052 0.010336832136858543 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0.0157428 0.0150901 0.0150731 0.0138123 0.0112563 0.0105381 0.0101377 0.00872821 0.0085771 0.00836314 0.00830177 0.00759875 0.00710869 0.00666882 threshold=1.0000000180025095e-35 3.3950000000000005 30.500000000000004 -32.499999999999993 -66.499999999999986 6.0550000000000006 3.5000000000000004 -371.49999999999994 1.0000000180025095e-35 -65.499999999999986 3.3950000000000005 9.7700000000000014 -15.499999999999998 1.0000000180025095e-35 6.5000000000000009 5.5450000000000008 -1.0000000180025095e-35 4.3550000000000013 0.091372912801484213 0.7003401360544218 4.5150000000000006 0.023937770392229853 9.5000000000000018 -29.499999999999996 17.500000000000004 -375.49999999999994 6.3250000000000011 13.500000000000002 2.5000000000000004 0.41476388168137007 decision_type=2 10 2 8 8 10 2 10 10 10 10 10 10 2 8 10 8 10 2 2 10 2 2 10 2 10 10 2 10 2 left_child=10 3 4 8 6 9 18 17 22 20 16 21 -7 -11 15 -9 -1 -4 -3 26 -6 -8 -2 -5 -22 -19 -20 -10 -17 -26 right_child=1 2 7 23 5 12 11 14 27 13 -12 -13 -14 -15 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104.33092468231916 1.3312888480722893 59.616115825250745 126.69300019531511 16.269137716852132 101.42775295767933 32.777273620478809 55.313761905767024 81.850876250304282 30.143205554224551 16.210398324765265 14.312042973935602 3.7878903560340396 10.834645401686428 39.921848840080202 7.0191352423280469 1.3788783121854056 leaf_count=50890 10787 3982 1132 108336 5752 10421 570 1533 5140 2158 678560 27 15 3004 11 1563 12064 466 2914 1664 2334 2041 1441 944 1081 184 548 1464 118 36 internal_value=0 0.0103069 0.0105033 0.0101593 0.0104353 0.0103591 0.010531 0.0107697 0.0103186 0.0104295 -0.0100642 0.0107051 0.0101534 0.0105273 0.0108436 0.0108336 -0.0101436 0.0104999 0.0104556 0.0105171 0.0103264 0.0106802 0.0102163 0.0101053 0.0104175 0.0106947 0.0105698 0.0104252 0.0107201 0.0102111 internal_weight=0 2156.59 925.596 1230.99 737.385 410.591 326.794 188.211 311.6 305.901 2216.66 98.7936 104.69 156.942 147.734 146.403 384.574 40.4761 228 145.04 148.959 96.4179 159 919.391 71.0047 20.057 112.262 152.6 66.6353 15.6909 internal_count=911180 169666 41554 128112 36547 24801 11746 5007 18832 14365 741514 2638 10436 5162 3225 3214 62954 1782 9108 5126 9203 2611 12228 109280 3451 650 3462 6604 1681 1117 is_linear=0 shrinkage=0.01 Tree=488 num_leaves=31 num_cat=0 split_feature=12 12 12 1 1 12 12 12 12 12 1 12 12 12 1 1 12 0 1 12 12 12 12 6 12 4 6 12 6 1 split_gain=1927.91 279.87 159.494 24.0009 22.5971 18.1131 14.1247 13.0059 11.5071 9.37705 4.28519 2.7837 2.07823 1.98397 1.80988 7.94158 1.74701 1.43773 1.4183 1.38967 1.20627 1.12755 1.12499 1.03668 1.01276 0.994084 0.980819 0.867602 0.792441 0.776729 threshold=0.015218299813568552 0.98755538463592529 5.9116524425917312e-05 -3.4999999999999996 -1.0000000180025095e-35 0.99989646673202526 0.65440738201141369 4.0456557144352709e-06 0.00099748477805400022 0.51461192965507518 -348.49999999999994 0.13270235061645502 7.8085335530886379e-07 0.00017857718921725002 -57.499999999999993 -56.499999999999993 0.0011766494717448501 1.0000000180025095e-35 -8.4999999999999982 0.8784809708595277 0.0043998162727802515 0.99894970655441295 0.13270235061645502 429.50000000000006 0.99998754262924205 17.500000000000004 1.0000000180025095e-35 9.6955882327165472e-06 1813.0000000000002 -290.49999999999994 decision_type=2 2 2 8 8 2 2 2 2 2 10 2 2 2 8 8 2 2 8 2 2 2 2 2 2 8 2 2 2 10 left_child=2 4 7 8 6 14 11 12 13 22 28 -2 -1 -4 23 -16 -5 25 -17 -8 -10 -20 -6 -3 -7 -11 -27 -12 -9 -15 right_child=1 5 3 16 9 24 19 10 20 17 27 -13 -14 29 15 18 -18 -19 21 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0097580579516782645 0.0013261628765902794 0.0080676493108345869 -0.0046624453477432434 -0.0076671168341255992 -0.0028768986117576117 0.0089511112200642076 0.00434933472127212 -0.0089556606424457553 -0.001292253454222046 0.0061539897269110438 -0.0073773097998369895 0.0029276886825743793 -0.0087449016247112526 -0.0050097904981293686 -0.0077852886698542194 0.0083070559216735385 -0.0054440627628887361 0.0032922829570527137 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11654 5337 5157 40 115548 2157 2666 52769 41 27543 internal_value=0 0.00641907 -0.00693406 -0.00305168 0.00213254 0.00933028 0.00314528 -0.00890179 -0.00211393 -0.000327258 -0.00728261 0.00211816 -0.00948153 -0.00357114 0.00700305 0.00631281 -0.00669634 0.00173551 0.00667171 0.00528545 -0.000700105 0.00610508 -0.0020456 0.00798341 0.00991301 0.000967342 0.000729261 -0.00656038 -0.00890689 -0.00291016 internal_weight=0 2242.73 2087.76 702.236 907.1 1335.63 642.551 1385.52 558.529 264.549 365.286 434.177 1020.24 275.044 267.464 156.957 143.706 120.226 153.06 208.374 283.486 113.674 144.324 110.508 1068.17 80.5027 76.9696 252.856 112.43 171.294 internal_count=911180 200658 710522 120072 55306 145352 34087 590450 88717 21219 121367 24155 469083 57606 20021 12714 31355 7673 12595 9932 31111 10114 13546 7307 125331 5067 4823 84744 36623 31293 is_linear=0 shrinkage=0.01 Tree=489 num_leaves=31 num_cat=0 split_feature=1 6 6 2 2 2 2 5 2 4 0 5 2 2 2 5 1 6 5 5 1 0 1 1 6 5 5 1 1 6 split_gain=259.698 84.3553 75.9813 17.4248 17.4048 14.6885 13.5863 13.1234 12.2219 12.5176 11.2062 10.5337 8.78182 8.73255 8.62558 7.17631 8.08997 6.80924 6.80032 6.09138 5.92107 5.88434 5.22906 4.71375 4.50774 6.09779 4.37469 4.33734 4.29664 4.18396 threshold=-1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 0.98936170212765973 0.040202020202020204 0.48581488933601619 0.091372912801484213 3.5000000000000004 0.087337909992372217 23.500000000000004 1.0000000180025095e-35 2.5000000000000004 0.77842377260981921 0.50144508670520238 0.74891304347826104 2.5000000000000004 -8.4999999999999982 24.500000000000004 1.5000000000000002 8.5000000000000018 -140.49999999999997 1.0000000180025095e-35 -126.49999999999999 -152.49999999999997 24.500000000000004 1.5000000000000002 5.5000000000000009 -67.499999999999986 -188.49999999999997 23.500000000000004 decision_type=8 2 2 2 2 2 2 10 2 8 2 10 2 2 2 10 10 2 10 8 10 2 10 10 2 10 10 10 10 2 left_child=1 6 5 4 20 18 8 24 9 28 12 13 -8 -7 -15 16 21 26 -2 -20 23 22 -6 -3 29 -26 -17 -10 -1 -4 right_child=2 3 7 -5 15 11 10 -9 27 -11 -12 -13 -14 14 -16 17 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0017527595582996595 0.0040087501400103819 -0.0013663836317572228 0.0011472770191264595 0.0020016317791527027 -0.0048285803893033299 0.0073245893010322905 -0.0020756083402889052 -0.0061178212610737874 -0.0080836147436604052 0.0018205860918051196 0.0010222635937758729 -0.0017214558234947097 0.0012232579580561645 0.002825933136832947 0.0062464092849208964 -0.0042672670225376618 -0.0091394211544777986 -0.0069579856086650531 0.00043155084195926739 0.0086934914783008358 0.00072704759189510387 -0.00035280479679407236 -0.0032541741817315008 -0.0087210657745795898 0.0003549039001391235 -0.0032640832990570184 0.0028869065089240477 0.0095757325430672786 -0.0044107865364369997 0.0072916994959782988 leaf_weight=14.65836003818549 405.78159698657691 26.12195557449013 204.26322218892165 54.316838192986324 325.95414754166268 259.81110923015513 478.47392749914434 32.926696175243706 1.4845563871786023 332.87423318147194 248.35365414107218 18.343999857315794 97.067421506857499 126.0018253303133 177.69820337533019 83.168058096780442 27.353557007852942 155.061383614433 98.031570844585076 9.817533887922762 106.30437834491022 52.014990187133662 597.93235516664572 13.076956139178945 205.69828662625514 60.179710337542929 9.5263281334191543 22.02986274077557 49.515289700590074 11.717935710446907 leaf_count=1990 57711 5116 36201 6229 110932 34899 104843 11320 350 39617 35868 3271 11190 18954 24047 25211 14564 69950 16374 1270 16416 10186 171910 6372 40660 16838 1401 3339 12865 1286 internal_value=0 -0.00191679 0.00315893 -0.00355524 -0.00377138 0.00464799 -6.61668e-06 -9.86418e-06 0.00145583 0.00104098 -0.000753134 0.00573593 -0.00151924 0.00597869 0.00482729 -0.00415211 -0.00377573 -0.00567621 0.00341555 0.00118364 -0.000497922 -0.00362539 -0.00380964 -0.00381994 0.000407509 -0.00046423 -0.00353202 0.00846083 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0.00019807765784200004 0.8784809708595277 0.3781151175498963 0.0013712961226701001 7.4335632689326312e-06 0.18897357583045957 0.97252115607261669 0.0089773964136838514 3.5000000000000004 0.99894970655441295 3.5000000000000004 1.0000000180025095e-35 7.5000000000000009 3.5000000000000004 1.0000000180025095e-35 0.0055486904457211009 4.5000000000000009 0.0070173616986721008 0.99977076053619396 0.13453458306399482 0.028778467908902653 0.023937770392229853 0.045804195804195758 6.4727209974080338e-05 1.0000000180025095e-35 -11.499999999999998 1.7613556906326269e-06 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 8 2 2 left_child=4 2 6 7 9 13 14 15 -6 -1 19 -5 21 -4 28 -3 22 -12 -9 29 -10 -8 -15 -14 -19 -25 27 -23 -2 -7 right_child=1 3 5 11 8 10 12 18 20 -11 17 -13 23 16 -16 -17 -18 24 -20 -21 -22 26 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010029544416303529 0.011675272481651162 0.01041205901093757 0.01075367050727637 0.010179931781525301 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162 126 828 is_linear=0 shrinkage=0.01 Tree=491 num_leaves=31 num_cat=0 split_feature=12 12 12 1 1 10 12 12 12 12 10 1 12 10 1 10 10 10 10 12 10 10 12 10 10 10 10 12 10 10 split_gain=1874.48 275.934 157.944 23.839 22.4634 23.2782 18.2216 13.7614 13.0887 11.182 5.54341 4.33565 4.32255 4.00551 6.02986 4.06311 3.79265 3.23537 2.89648 2.69745 2.16168 2.14594 2.10974 2.05122 2.05193 1.89096 2.26341 1.70702 1.64651 1.49079 threshold=0.015218299813568552 0.98755538463592529 5.9116524425917312e-05 -3.4999999999999996 -1.0000000180025095e-35 2.4350000000000005 0.99989646673202526 0.65440738201141369 4.0456557144352709e-06 0.00099748477805400022 2.3850000000000002 -348.49999999999994 0.2688089013099671 2.1250000000000004 -8.4999999999999982 3.8050000000000002 5.4850000000000012 5.995000000000001 2.4350000000000005 0.13270235061645502 8.3400000000000016 4.955000000000001 7.8085335530886379e-07 4.8950000000000005 5.5050000000000008 4.0850000000000009 6.5450000000000008 0.00032736793218645006 2.3850000000000002 5.4450000000000012 decision_type=2 2 2 8 8 10 2 2 2 2 10 10 2 10 8 10 8 10 8 2 10 10 2 10 10 10 10 2 10 10 left_child=2 4 8 9 7 18 13 19 22 16 -5 28 25 -3 -15 -16 27 -13 -6 29 21 -12 -1 -14 -25 -7 -27 -4 -10 -2 right_child=1 6 3 10 5 12 -8 -9 11 -11 20 17 23 14 15 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-0.0097515397468494452 0.00090873934723140193 0.0089352455703136501 -0.0050321170691811417 -0.00084893130233556005 0.0021842826285668297 -0.0023661142882694772 0.0099069401582856341 0.005254470929803007 -0.0027614248708570368 -0.00067737991120200001 -0.0064165088951097272 -0.0069568098352641248 -3.7691672431242465e-05 0.0074447795595171734 0.0058589753267551618 0.00070630741273701144 -0.0016473775236247566 -0.0035903737671282676 0.0061955875113291871 0.0029114471592178426 0.0072904918315546 -0.0090895264446720341 -0.0087204558054229768 -0.0049595396758423385 0.0012965592597939093 -0.005851696054946379 0.0055385132354960186 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1.02199 0.958026 0.874422 0.855594 0.788844 0.757819 threshold=0.015218299813568552 0.98755538463592529 5.9116524425917312e-05 -3.4999999999999996 -1.0000000180025095e-35 0.99989646673202526 0.65440738201141369 4.0456557144352709e-06 0.00099748477805400022 0.51461192965507518 -348.49999999999994 0.13270235061645502 7.8085335530886379e-07 0.00017857718921725002 -57.499999999999993 -56.499999999999993 0.0011766494717448501 -8.4999999999999982 0.8784809708595277 1.0000000180025095e-35 0.0043998162727802515 0.99894970655441295 0.13270235061645502 0.99998754262924205 317.50000000000006 0.65858556175923211 9.6955882327165472e-06 1.0000000180025095e-35 1813.0000000000002 -290.49999999999994 decision_type=2 2 2 8 8 2 2 2 2 2 10 2 2 2 8 8 2 8 2 2 2 2 2 2 2 2 2 2 2 10 left_child=2 4 7 8 6 14 11 12 13 22 28 -2 -1 -4 24 -16 -5 -17 -8 27 -10 25 -6 -7 -3 -19 -12 -11 -9 -15 right_child=1 5 3 16 9 23 18 10 20 19 26 -13 -14 29 15 17 -18 21 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 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3.8610392995178699 38.536521997302771 61.734016679227352 45.181105509866029 116.49500382132828 39.158791310153902 126.80692769982852 53.857544707600027 67.073716189246625 937.64583090972155 1.5230335360392917 12.305701328441499 163.67665711056907 43.702793044503778 0.37558200489729543 153.37165571586229 leaf_count=355212 14131 7232 26313 20330 8389 9783 4036 36582 19457 2267 31975 10024 113871 3750 119 2481 11025 3572 5896 2606 11654 5337 5157 115548 75 1205 52769 2800 41 27543 internal_value=0 0.00635544 -0.00686947 -0.00299173 0.00209494 0.00930194 0.0031008 -0.00886424 -0.00205853 -0.000349169 -0.00721311 0.00209015 -0.00946029 -0.00349444 0.00692993 0.00622946 -0.00664237 0.00659043 0.0052155 0.001682 -0.000670677 0.00601446 -0.00203976 0.00990261 0.00792564 0.005041 -0.0064772 0.000926944 -0.00887501 -0.00283834 internal_weight=0 2192.5 2039.68 692.837 896.376 1296.12 635.031 1346.84 551.786 261.345 357.24 429.68 989.601 271.199 261.899 153.742 141.05 149.881 205.352 118.715 280.588 111.344 142.63 1034.22 108.157 57.4868 247.6 79.5559 109.64 169.089 internal_count=911180 200658 710522 120072 55306 145352 34087 590450 88717 21219 121367 24155 469083 57606 20021 12714 31355 12595 9932 7673 31111 10114 13546 125331 7307 4777 84744 5067 36623 31293 is_linear=0 shrinkage=0.01 Tree=493 num_leaves=31 num_cat=0 split_feature=12 12 12 12 1 1 12 12 10 12 1 10 10 1 10 10 10 1 10 10 12 12 10 10 10 12 10 1 1 12 split_gain=1821.85 274.707 157.612 24.505 23.3413 17.1686 13.429 13.0681 11.5679 10.8105 7.04017 12.0867 5.55196 4.40141 4.12492 3.75174 3.37101 3.98674 4.13832 3.25399 2.58301 2.1947 2.143 2.19536 2.10523 1.76756 1.81828 3.58221 2.91008 1.6801 threshold=0.015218299813568552 0.99473056197166454 5.9116524425917312e-05 0.65440738201141369 -3.4999999999999996 -390.49999999999994 4.0456557144352709e-06 0.9999486804008485 6.5450000000000008 0.00099748477805400022 -3.4999999999999996 2.3850000000000002 2.3850000000000002 -348.49999999999994 3.9650000000000003 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75319 9103 12110 3927 7450 1006 9425 10016 113871 41 15310 2481 6033 1315 74 207 15083 internal_value=0 0.00632688 -0.00684142 0.00227136 -0.00296674 0.00102512 -0.00884757 0.00943342 -0.00174786 -0.00203974 0.00435042 0.00237804 -0.006607 -0.00718168 -0.00283378 -0.00346515 0.00735005 0.00664216 0.00465528 -0.00644222 0.00207217 -0.00945098 -0.0072854 -0.00740234 9.25986e-05 0.00535743 0.0060338 0.00393041 -0.00249783 -0.00420745 internal_weight=0 2180.46 2027.64 945.771 691.696 591.319 1335.94 1234.69 162.077 551.305 354.453 119.802 140.391 355.226 139.096 270.759 242.055 178.005 64.4336 246.46 429.241 980.714 125.756 124.755 78.9357 234.65 145.989 32.07 6.82428 193.723 internal_count=911180 200658 710522 58638 120072 38923 590450 142020 14795 88717 19715 8052 31355 121367 13478 57606 19856 12383 4933 84744 24128 469083 30427 30386 4418 11663 7629 1596 281 45496 is_linear=0 shrinkage=0.01 Tree=494 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 6 6 3 6 6 0 12 6 12 3 2 2 3 12 12 12 0 1 0 split_gain=4340.13 2.13436 0.334455 0.215391 0.12623 0.0450244 0.037162 0.0212893 0.0202624 0.0187345 0.0157852 0.013985 0.013608 0.0121549 0.00948521 0.00789395 0.00621242 0.00488482 0.00452839 0.00426822 0.00399746 0.00373698 0.00361572 0.00351914 0.00348651 0.00332771 0.00323372 0.00306991 0.00321782 0.00276288 threshold=1.0000000180025095e-35 0.026551560498774003 0.00019807765784200004 0.78322452306747448 0.3781151175498963 0.0013712961226701001 7.4335632689326312e-06 0.18897357583045957 0.99766892194747936 0.97252115607261669 0.0089773964136838514 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 7.5000000000000009 7.5000000000000009 1.0000000180025095e-35 0.0055486904457211009 4.5000000000000009 0.99977076053619396 0.13453458306399482 0.028778467908902653 0.023937770392229853 0.13453458306399482 5.9116524425917312e-05 0.0070173616986721008 1.7613556906326269e-06 1.0000000180025095e-35 -11.499999999999998 1.0000000180025095e-35 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 8 2 left_child=4 2 6 7 10 13 14 15 -5 -6 -1 23 20 -4 26 29 21 -13 -9 -11 -8 -15 -14 -7 -24 -25 -2 28 -22 -3 right_child=1 3 5 8 9 11 12 18 -10 19 -12 17 22 16 -16 -17 -18 -19 -20 -21 27 -23 24 25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010028770786709955 0.01170201833716023 0.010473416494816876 0.010751820432874133 0.010192333738900518 -0.010239653535053836 0.010547852395539582 0.01100251138807723 0.010289088291109132 0.010092540013000894 -0.010406422174760756 -0.010112760159401265 0.010925295039998714 0.011212777772639926 0.010855955897460259 0.011898446134113658 0.010590454118771683 0.01087129213732582 0.010757648417385659 0.010392912857268366 -0.010604688817591537 0.011423347264188482 0.011160018469809416 0.011615830484627727 0.010755892467804885 0.011415352572312035 0.010611014961371438 0.011398646585739863 0.011126105518889897 0.01106083293403892 0.010359196676097571 leaf_weight=1671.0875821316149 7.6584692671895009 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0.0104334 internal_weight=0 2063.23 341.273 1721.95 2120.63 234.901 106.372 328.017 1393.94 191.181 1929.45 161.027 71.4223 73.8739 34.9497 141.773 60.4401 70.5765 186.244 63.4267 32.3128 49.283 39.1095 90.4502 34.9121 63.4221 14.1505 25.2471 16.0359 93.0121 internal_count=911180 169666 4814 164852 741514 3816 998 11006 153846 9403 732111 2864 715 952 283 3753 730 1078 7253 1915 358 568 357 1786 313 1178 126 268 162 2728 is_linear=0 shrinkage=0.01 Tree=495 num_leaves=31 num_cat=0 split_feature=11 48 6 19 6 6 5 5 2 2 0 2 5 2 2 5 6 2 6 6 2 6 6 5 2 2 2 5 6 4 split_gain=4296.14 0.386084 0.173595 0.0538486 0.042576 0.0355943 0.0334604 0.0239146 0.0224398 0.0184482 0.0172321 0.0134107 0.0132245 0.0118583 0.0128852 0.0114359 0.0111306 0.00843411 0.00772417 0.00749294 0.00930208 0.00731083 0.00675182 0.00471145 0.0091846 0.00566175 0.00448557 0.00610242 0.00398987 0.00530353 threshold=1.0000000180025095e-35 1.0000000180025095e-35 30.500000000000004 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 5.5000000000000009 2.5000000000000004 0.091372912801484213 0.77442071785552036 1.0000000180025095e-35 0.72245564892623726 1.5000000000000002 1.0000000180025095e-35 0.33218390804597703 6.5000000000000009 4.5000000000000009 0.087337909992372217 10.500000000000002 4.5000000000000009 0.71068484464172488 158.50000000000003 25.500000000000004 3.5000000000000004 0.14226190476190473 0.20091743119266059 0.98936170212765973 5.5000000000000009 1.5000000000000002 18.500000000000004 decision_type=2 2 2 2 2 2 10 10 2 2 2 2 10 2 2 10 2 2 2 2 2 2 2 10 2 2 2 10 2 10 left_child=16 3 4 5 8 -2 11 21 17 10 -10 13 -7 -6 23 -9 -1 28 -14 -5 -21 -4 -16 -15 -25 -26 -18 -28 -3 -30 right_child=1 2 7 19 6 12 -8 15 9 -11 -12 -13 18 14 22 -17 26 -19 -20 20 -22 -23 -24 24 25 -27 27 -29 29 -31 leaf_value=-0.010087983536166715 0.010134521835625479 0.010266237436540379 0.010650910843275857 0.010429748329110641 0.010406379142225104 0.010235612318988068 0.010125382119327626 0.011001257665035329 0.010498183348827763 0.01024943974202947 0.010331408824247693 0.010339141047931518 0.010234024191829014 0.010711160360406799 0.010582351960615473 0.011961295767416412 -0.010038641122936596 0.010065996347515678 0.010509597329185603 0.010879970297481518 0.010358478042524726 0.010799134158587569 0.010336560237555557 0.010409407874183268 0.011645391997043633 0.010857906231781646 -0.010102694924299419 -0.01050733714747046 0.011066624979953322 0.010379770942665865 leaf_weight=992.4753441006178 824.77388523612171 169.90363155398518 109.13229262270033 19.72614570427686 31.927678849548101 206.99972527241334 20.789060335140675 18.292013413272802 154.7617439320311 71.041705945972353 103.31520787719637 26.749753939453512 14.934626206755636 47.378458156250417 71.873461201786995 1.3310587070882309 1079.4757811817108 20.395008023828268 31.890856090933084 11.180898302234711 4.9280471540987483 47.873642846941948 13.233791898004709 1.6784321125596751 2.0870875585824256 1.6229365710169075 23.277682945830751 4.4374883407726875 1.2202918510884018 14.273187435232103 leaf_count=268033 99672 11610 3271 804 1302 17759 2312 340 6097 5091 6588 1560 1237 1331 2382 11 468317 3206 1726 242 226 1319 787 55 24 33 4965 199 34 647 internal_value=0 0.0103046 0.0104551 0.0101791 0.0103889 0.0101664 0.0105069 0.0107372 0.0103409 0.0103921 0.0104314 0.0105473 0.0102699 0.01058 0.0106203 0.0110664 -0.0100637 0.010259 0.0104217 0.0105604 0.0107204 0.0106961 0.0105441 0.010743 0.0110232 0.0113009 -0.0100419 -0.0101675 0.0102802 0.0104339 internal_weight=0 2043.31 928.88 1114.43 752.251 1078.6 217.341 176.629 534.911 329.119 258.077 196.552 253.825 169.802 137.874 19.6231 2099.67 205.792 46.8255 35.8351 16.1089 157.006 85.1073 52.7669 5.38846 3.71002 1107.19 27.7152 185.397 15.4935 internal_count=911180 169666 48000 121666 43059 120394 9786 4941 33273 17776 12685 7474 20722 5914 4612 351 741514 15497 2963 1272 468 4590 3169 1443 112 57 473481 5164 12291 681 is_linear=0 shrinkage=0.01 Tree=496 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 10 10 10 1 1 2 2 1 6 1 10 1 1 10 1 1 1 1 10 10 6 10 10 1 1 split_gain=671.325 102.982 49.7128 22.6519 26.2841 21.9132 18.1286 16.3421 16.1558 20.0416 11.9034 10.7435 12.1509 9.70898 6.92361 11.145 8.09624 6.25237 6.06937 5.5808 5.27169 5.14689 5.00012 4.96901 6.9185 4.92372 4.8922 11.9543 4.69582 4.6948 threshold=3.1750000000000003 -31.499999999999996 30.500000000000004 5.5950000000000006 4.1450000000000005 2.1250000000000004 3.1750000000000003 4.1150000000000011 -71.499999999999986 -59.499999999999993 0.028778467908902653 1.0000000180025095e-35 -36.499999999999993 1.5000000000000002 -239.49999999999997 6.4450000000000012 -125.49999999999999 -86.499999999999986 9.7700000000000014 -30.499999999999996 -71.499999999999986 -263.49999999999994 -56.499999999999993 8.615000000000002 8.3400000000000016 18.500000000000004 9.7700000000000014 6.2150000000000007 -287.49999999999994 -4.4999999999999991 decision_type=10 8 2 10 10 10 8 10 10 10 2 2 8 2 10 10 10 10 10 10 8 8 10 10 10 2 10 10 8 8 left_child=1 6 3 4 20 19 -1 -4 14 -10 -9 12 -6 -13 15 21 23 -18 22 -3 -2 -5 -11 24 -16 -17 27 -12 -29 -7 right_child=2 5 7 8 11 29 -8 10 9 18 26 13 -14 -15 16 25 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=1.0928587472202691e-05 -0.0021649936394932284 0.0088995364738127421 -0.0014105771869859761 0.00011264674254702508 0.00015685195353313153 -0.00040556344333499193 0.0039869365901950785 -0.00061944449049183945 0.0055307609162455681 -0.0073851984946875964 -0.0062614526618932813 -0.0028837935159762513 -0.0045043817206137874 -0.0049768960048854919 -0.0043285835945159144 0.0045443759593963738 0.0028753802731424365 -0.0027783004730469554 -0.0084431069444941918 0.0026094631064296908 0.00062645537693141972 -0.0052406303205210147 0.0010803006924930494 -0.0085022916085530104 0.0079824388530804289 -0.00389937805610525 -0.0091716147090421755 0.0018973677213907467 -0.0035585190350751299 0.0057773719419485486 leaf_weight=255.04673331626691 94.539597920724191 571.65718468767591 109.15854507545009 38.653183541027829 156.81301339529455 12.764961296459658 208.35746496845968 45.281815676949918 91.465847723884508 8.4030515678459761 515.60923551302403 467.7801735663088 86.92616013251245 421.11657279334031 55.116903127869591 52.749061500420794 32.671331940800883 48.744055478251539 11.421307352022266 14.462243044748901 237.89085579593666 33.547672139829956 41.115993488812819 26.569693589350209 4.9770189088303587 7.9462500519584855 43.263355573522858 20.976640606415458 63.622285838471726 323.81063806219026 leaf_count=35312 18378 77428 23832 7568 20969 1701 20882 8835 11341 647 212387 112124 18721 138421 16227 6184 5536 13217 6325 1330 33637 8902 6809 13272 376 2582 26375 4221 21298 36343 internal_value=0 0.00564485 -0.00290775 -0.00203529 -0.00263977 0.00757652 0.00179864 -0.00500542 -8.19676e-05 0.00257079 -0.00557516 -0.00336541 -0.00150551 -0.0038754 -0.00142526 0.00028044 -0.00277391 -0.000509524 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threshold=0.015218299813568552 0.99473056197166454 5.9116524425917312e-05 0.65440738201141369 -3.4999999999999996 -390.49999999999994 4.0456557144352709e-06 0.9999486804008485 6.5450000000000008 0.00099748477805400022 -3.4999999999999996 2.3850000000000002 2.3850000000000002 -348.49999999999994 3.9650000000000003 5.4850000000000012 1.3750000000000002 -380.49999999999994 4.0250000000000012 5.995000000000001 0.13270235061645502 7.8085335530886379e-07 8.3400000000000016 4.955000000000001 3.7050000000000005 0.8784809708595277 6.0450000000000008 -59.499999999999993 -53.499999999999993 2.3850000000000002 decision_type=2 2 2 2 8 10 2 2 8 2 8 10 10 10 10 8 10 10 10 10 2 2 10 10 10 2 10 8 10 10 left_child=2 3 6 5 9 8 21 16 14 15 25 -12 -6 29 -2 -4 -3 18 -18 -15 -7 -1 23 -14 -13 -5 -27 -28 -29 -8 right_child=1 7 4 10 12 20 13 -9 -10 -11 11 24 22 19 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 27 28 -30 -31 leaf_value=-0.0097337792555094622 -0.0012947299198950194 0.0092907971997652581 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110.64055801928043 20.495798069052398 32.024857928277925 207.90258687222376 260.88141183543485 0.97949619358405371 47.058428041753359 40.361492006573826 111.30472526885569 24.65576227940619 2.6689186953008175 3.9773882906883982 101.4060975946486 leaf_count=355212 4375 7473 45496 4034 928 14112 473 122164 1317 31111 3634 1937 15076 75319 9103 12110 3927 7450 1006 9425 10016 113871 41 15310 2481 6033 1315 74 207 36150 internal_value=0 0.00628803 -0.0067981 0.00225351 -0.0029261 0.00102174 -0.00882196 0.00941692 -0.00174932 -0.00200236 0.0043139 0.00233157 -0.00657434 -0.007135 -0.00281362 -0.00341594 0.00730853 0.00660185 0.00460698 -0.00638831 0.00206561 -0.00943631 -0.00724568 -0.00736256 8.97757e-05 0.00532467 0.00600004 0.0038971 -0.00246608 -0.00883414 internal_weight=0 2119.75 1971.49 925.882 676.749 579.46 1294.74 1193.87 158.556 540.016 346.422 116.987 136.734 345.642 136.154 264.922 235.356 173.502 62.8614 240.12 420.904 949.099 122.37 121.391 77.3348 229.435 142.607 31.3021 6.64631 105.522 internal_count=911180 200658 710522 58638 120072 38923 590450 142020 14795 88717 19715 8052 31355 121367 13478 57606 19856 12383 4933 84744 24128 469083 30427 30386 4418 11663 7629 1596 281 36623 is_linear=0 shrinkage=0.01 Tree=498 num_leaves=31 num_cat=0 split_feature=11 1 3 3 5 5 5 1 5 3 3 1 3 1 3 3 5 3 3 3 1 1 3 1 3 1 4 19 1 1 split_gain=4218.17 0.521362 0.117112 0.038915 0.023901 0.0185221 0.0183432 0.0151639 0.0180146 0.0176822 0.0130041 0.0112223 0.00981549 0.00941874 0.00818475 0.00800269 0.00733433 0.00667488 0.00635508 0.00619998 0.0061559 0.00527549 0.0129818 0.00530615 0.00491808 0.00400794 0.0038825 0.00372437 0.00365804 0.00411043 threshold=1.0000000180025095e-35 -4.4999999999999991 1.0000000180025095e-35 0.99938118811881205 2.5000000000000004 11.500000000000002 5.5000000000000009 -65.499999999999986 1.5000000000000002 0.90501253132832093 0.79516317016317017 -339.49999999999994 1.0000000180025095e-35 -8.4999999999999982 0.31281565656565663 0.50155279503105599 1.5000000000000002 0.68199436222692045 0.7576941287878789 0.7576941287878789 -1.0000000180025095e-35 -176.49999999999997 0.57511061946902664 -103.49999999999999 0.76506899055918665 -385.49999999999994 25.500000000000004 1.0000000180025095e-35 -311.49999999999994 -300.49999999999994 decision_type=2 8 2 2 8 10 10 10 10 2 2 10 2 8 2 2 10 2 2 2 8 10 2 10 2 10 10 2 10 10 left_child=12 2 -2 4 7 6 21 10 13 18 14 -8 -1 17 -4 -3 -17 -9 -10 28 -14 25 23 -23 -21 -6 -15 -25 -16 -30 right_child=1 15 3 -5 5 -7 11 8 9 -11 -12 -13 20 26 19 16 -18 -19 -20 24 -22 22 -24 27 -26 -27 -28 -29 29 -31 leaf_value=-0.010117708813572036 0.010271784341835184 0.010119580408885734 0.010415615965401324 0.010323089076750008 0.011288108698987111 0.012008933679372924 0.011636834897587319 0.010479205369480594 0.01039953872199448 0.010089623223937099 0.010695844752416934 0.010226118256425014 -0.010043976750629903 0.011553158570315516 0.010691612063811549 0.010155519339091456 0.010270155779960185 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194 1084 41 6 519 7069 internal_value=0 0.0103045 0.0104625 0.0105225 0.0105476 0.0107154 0.0106965 0.010527 0.0104695 0.0103349 0.0105699 0.0103072 -0.0100635 0.0105204 0.0105406 0.0101401 0.0101798 0.0105119 0.0104348 0.0105635 -0.0100548 0.0107597 0.0108531 0.0106205 0.0103615 0.0106716 0.0111018 0.0105344 0.0105762 0.0105623 internal_weight=0 2006.32 1022.89 778.024 691.129 75.5931 74.5021 615.536 262.946 72.1577 352.591 10.4117 2061.56 190.788 286.095 983.431 334.266 188.042 51.2787 241.808 1773.68 64.0904 31.1283 13.5484 14.2991 32.9621 2.74638 11.3915 227.509 203.011 internal_count=911180 169666 52071 35011 29947 2725 2716 27222 13835 5886 13387 758 741514 7949 11551 117595 33983 7895 2650 9177 679261 1958 862 498 929 1096 54 459 8248 7588 is_linear=0 shrinkage=0.01 Tree=499 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 6 6 6 6 6 12 6 12 1 12 12 12 12 0 1 6 5 1 6 split_gain=4175.47 1.9867 0.315873 0.19809 0.117952 0.0421323 0.0356707 0.0195623 0.0185802 0.0176648 0.0146092 0.0129848 0.0127443 0.0106752 0.0088873 0.00730619 0.00450942 0.00416653 0.00412036 0.00344986 0.00315077 0.00311263 0.00298136 0.00283713 0.00255355 0.00247695 0.00223595 0.0021534 0.00212915 0.00208433 threshold=1.0000000180025095e-35 0.026551560498774003 0.00019807765784200004 0.78322452306747448 0.3781151175498963 0.0013712961226701001 7.4335632689326312e-06 0.18897357583045957 0.99766892194747936 0.97252115607261669 0.0089773964136838514 3.5000000000000004 3.5000000000000004 2.5000000000000004 7.5000000000000009 7.5000000000000009 0.0055486904457211009 4.5000000000000009 0.99977076053619396 -390.49999999999994 1.7613556906326269e-06 0.0070173616986721008 4.5118455091142102e-05 3.4846319977077662e-05 1.0000000180025095e-35 -32.499999999999993 4.5000000000000009 1.5000000000000002 -75.499999999999986 4.5000000000000009 decision_type=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 8 2 10 8 2 left_child=4 2 6 7 10 13 14 15 26 29 -1 21 19 -4 20 24 -13 -9 -11 -8 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266.3370690154843 48.287363119423389 250.54626078857109 30.22863738425076 18.097887977957726 16.591829776763916 20.48346921056509 33.803874529898167 38.609276177361608 62.111555348150432 13.643444277346132 8.8800855726003665 6.3715280368924141 42.793495802208781 20.271625392138958 17.560231421142817 31.610069015994668 830.35213969787583 76.519675265997648 13.630639005452393 21.98477715998888 43.168884969549254 leaf_count=700440 63 1630 500 11867 4187 828 74 5258 26016 1612 31671 425 159 178 157 774 653 1995 303 86 63 958 198 198 1098 112002 3961 251 274 3301 internal_value=0 0.0103015 0.0110056 0.0101595 -0.0100629 0.0107978 0.0114615 0.0103837 0.0101061 -0.0103029 -0.0100388 0.0107058 0.0113319 0.0109978 0.0117252 0.0104735 0.0108087 0.0103153 -0.0104408 0.0111834 0.0115302 0.0106254 0.0114545 0.0112297 0.0104207 0.0100887 0.0101861 0.010574 0.0111113 -0.0102341 internal_weight=0 1986.92 333.46 1653.46 2041.17 229.049 104.411 318.174 1335.28 186.215 1854.95 156.86 70.0095 72.1889 34.4018 137.694 68.8379 180.48 61.9308 31.64 13.9184 88.0223 38.3695 26.4403 90.2597 1096.69 238.592 47.4345 38.5766 124.285 internal_count=911180 169666 4814 164852 741514 3816 998 11006 153846 9403 732111 2864 715 952 283 3753 1078 7253 1915 358 126 1786 357 284 2728 138018 15828 1025 452 7488 is_linear=0 shrinkage=0.01 Tree=500 num_leaves=31 num_cat=0 split_feature=11 10 6 1 1 10 6 1 10 10 1 10 1 5 1 10 10 3 3 3 10 6 3 1 6 1 3 6 10 5 split_gain=4133.17 0.553227 0.151429 0.092773 0.045484 0.0519907 0.0385517 0.0316411 0.0297319 0.0265203 0.0251768 0.0236095 0.0192451 0.0163187 0.014508 0.0142147 0.0140938 0.0136741 0.0121551 0.0110433 0.0103539 0.00883382 0.00795151 0.00790631 0.00781335 0.00773545 0.00729519 0.00700634 0.00675629 0.00652242 threshold=1.0000000180025095e-35 3.3950000000000005 30.500000000000004 -32.499999999999993 -66.499999999999986 6.0550000000000006 3.5000000000000004 -371.49999999999994 1.0000000180025095e-35 3.3950000000000005 -65.499999999999986 9.7700000000000014 -15.499999999999998 6.5000000000000009 -1.0000000180025095e-35 5.5450000000000008 4.3550000000000013 0.23123827392120072 0.28015151515151521 0.89751312944084038 4.5150000000000006 9.5000000000000018 0.13453458306399482 -375.49999999999994 17.500000000000004 -29.499999999999996 0.99938118811881205 13.500000000000002 6.3250000000000011 2.5000000000000004 decision_type=2 10 2 8 8 10 2 10 10 10 10 10 10 10 8 10 10 2 2 2 10 2 2 10 2 10 2 2 10 10 left_child=9 3 4 8 6 10 17 16 21 14 20 22 -7 15 -1 -9 -4 -3 -12 28 -6 -2 -8 -18 -22 -5 -20 -10 -19 -17 right_child=1 2 7 25 5 12 11 13 27 -11 18 -13 -14 -15 -16 29 23 19 26 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010095484137351854 0.010166730695838113 0.010322164661176112 0.010296975139704503 0.010092471384751719 0.010234021693011375 0.010127991736787337 0.010382312994274652 0.010899626956165549 0.010366704718676326 -0.010045485449161571 0.010371903161041932 0.01167854859875588 0.011399173942642509 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10421 420 1533 5140 678560 2032 27 15 11 12064 1563 466 3267 2395 1535 2334 1441 2191 184 1117 944 735 1464 552 118 internal_value=0 0.0102985 0.0104887 0.0101507 0.0104211 0.0103477 0.0105119 0.0107489 0.0103057 -0.0100623 0.0104154 0.0106816 0.0101443 0.010818 -0.0101403 0.0108075 0.0104911 0.0104374 0.0105063 0.0104934 0.0103177 0.0102049 0.0106562 0.0106844 0.0104082 0.0100967 0.0105679 0.0104087 0.0105383 0.0106963 internal_weight=0 1967.73 860.097 1107.63 682.53 377.712 304.818 177.567 286.39 2020.98 283.457 93.0254 94.2545 140.015 358.4 138.702 37.5521 211.792 146.771 142.501 136.687 144.744 90.709 18.8158 65.6698 821.242 100.642 141.646 113.094 62.8305 internal_count=911180 169666 41554 128112 36547 24801 11746 5007 18832 741514 14365 2638 10436 3225 62954 3214 1782 9108 5162 5354 9203 12228 2611 650 3451 109280 3130 6604 3819 1681 is_linear=0 shrinkage=0.01 Tree=501 num_leaves=31 num_cat=0 split_feature=12 12 12 12 48 12 12 48 10 12 10 29 10 48 10 29 10 10 48 48 10 12 12 10 10 10 39 29 39 12 split_gain=1671.51 259.214 149.93 22.406 15.697 13.2519 12.8708 10.0623 8.49277 8.44168 4.23011 4.29591 4.12513 3.91873 7.51872 3.60939 3.23205 2.92859 2.58974 2.34545 2.27315 2.20892 2.07756 1.92896 2.04351 1.9094 1.82368 1.65866 1.68982 1.55434 threshold=0.015218299813568552 0.99473056197166454 5.9116524425917312e-05 0.65440738201141369 1.0000000180025095e-35 4.0456557144352709e-06 0.9999486804008485 1.0000000180025095e-35 5.6550000000000011 0.00099748477805400022 5.955000000000001 1.0000000180025095e-35 6.0750000000000011 1.0000000180025095e-35 1.3750000000000002 1.0000000180025095e-35 1.3750000000000002 5.285000000000001 1.0000000180025095e-35 1.0000000180025095e-35 3.9950000000000006 7.8085335530886379e-07 0.094556797295808764 3.0250000000000004 6.4450000000000012 2.9150000000000005 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.0019640936516224501 decision_type=2 2 2 2 2 2 2 2 8 2 8 2 8 2 10 2 10 8 2 2 10 2 2 10 10 10 2 2 2 2 left_child=2 3 5 7 10 21 16 8 15 17 11 20 19 14 -5 25 -3 -6 23 -7 -4 -1 -9 -18 -25 -2 -27 28 -16 -13 right_child=1 6 4 13 9 12 -8 22 -10 -11 -12 29 -14 -15 27 -17 18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-0.0097268790547404803 -0.00024438970267248619 0.009272338369174583 -0.0048300323237637386 0.0074168563211069113 -0.0041355903863148774 -0.0086594289703629708 0.009928165262643094 0.0011450096071996439 0.0036090715109238442 -0.0005954418916278855 -0.00095110291464449578 -0.004158316250594883 -0.0044272852047386986 0.0052025417953978558 0.0011594086310147387 0.0021634511519512422 0.0073448563384091985 -0.0017783697506150275 0.0076729525651265743 -0.0068094577462326023 -0.0074655577343549617 -0.0086256453336682852 0.0026872645197688889 0.0030586855861333513 0.0085713175030802044 -0.0031073217784525825 0.0047349596831163486 0.0054462912202121027 0.0082775098335541881 0.00073918382562561738 leaf_weight=661.6302509449888 35.934050478972495 59.528380802366883 50.852897806791589 30.484943568706512 146.02362475160044 115.15870680566877 921.35410865396261 152.80474025476724 36.716515751788393 238.59484333661385 19.802869125735015 15.932827417505907 49.378648155252449 193.36588799767196 96.887470535933971 21.18470815429464 26.402135366108268 82.474079915555194 93.037307745777071 169.26248988928273 91.80911070946604 251.34050847962499 203.89672483620234 40.136110099498183 8.0778392436914128 108.89790470688604 3.0482665416784576 11.295979704707859 3.4540123771876088 10.923087689094244 leaf_count=355212 1783 7473 7410 3023 35518 42658 122164 10629 2312 27230 2313 4033 13472 10245 5719 1307 2828 14822 6615 65237 27493 113871 10274 2417 523 12468 150 543 185 1253 internal_value=0 0.00625561 -0.00676375 0.00223063 -0.00289554 -0.00880032 0.00940251 0.0010107 -0.000750236 -0.00191104 -0.00532452 -0.00583541 -0.00709529 0.00427598 0.00301533 -0.00169696 0.00727065 -0.00328477 0.00655992 -0.00755849 -0.00652611 -0.00942371 0.00202659 0.00517209 0.00398228 -0.00224999 -0.00289378 0.00181341 0.00140443 -0.00216636 internal_weight=0 2046.51 1903.18 897.971 656.413 1246.77 1148.54 562.483 205.781 467.093 189.321 169.518 333.8 335.488 142.122 169.065 227.182 228.498 167.653 284.421 142.662 912.971 356.701 74.6161 48.2139 147.88 111.946 111.637 100.341 26.8559 internal_count=911180 200658 710522 58638 120072 590450 142020 38923 18020 77570 42502 40189 121367 19715 9470 15708 19856 50340 12383 107895 34903 469083 20903 5768 2940 14401 12618 6447 5904 5286 is_linear=0 shrinkage=0.01 Tree=502 num_leaves=31 num_cat=0 split_feature=11 1 6 6 1 1 6 6 6 6 6 0 6 1 4 0 1 1 1 1 1 6 1 1 6 1 1 6 1 4 split_gain=4069.13 0.479585 0.172746 0.0455326 0.0279804 0.015793 0.0157874 0.0120207 0.0101792 0.00669068 0.00655193 0.00638182 0.00565846 0.00575594 0.00559402 0.00532944 0.00456414 0.0044868 0.00436928 0.00422838 0.00496304 0.00508298 0.00401695 0.00384612 0.00362418 0.00320979 0.00345882 0.00283712 0.00270738 0.00317571 threshold=1.0000000180025095e-35 -4.4999999999999991 30.500000000000004 2.5000000000000004 -70.499999999999986 -59.499999999999993 9.5000000000000018 11.500000000000002 4.5000000000000009 158.50000000000003 20.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 -8.4999999999999982 19.500000000000004 1.0000000180025095e-35 -31.499999999999996 -1.0000000180025095e-35 -8.4999999999999982 -133.49999999999997 -371.49999999999994 49.500000000000007 -65.499999999999986 -58.499999999999993 1813.0000000000002 -32.499999999999993 -29.499999999999996 44.500000000000007 -87.499999999999986 29.500000000000004 decision_type=2 8 2 2 10 10 2 2 2 2 2 2 2 10 8 2 10 8 10 10 10 2 10 10 2 10 10 2 10 10 left_child=8 2 3 11 7 10 -3 15 17 19 -6 14 25 -14 22 -5 28 -1 -7 20 21 -4 -2 -24 -8 -13 -27 -22 -11 -30 right_child=1 6 9 4 5 18 24 -9 -10 16 -12 12 13 -15 -16 -17 -18 -19 -20 -21 27 -23 23 -25 -26 26 -28 -29 29 -31 leaf_value=-0.01007149895377429 0.010364439196779625 0.01011739205399056 0.01121340503357195 0.010568230868317229 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20.494911301415417 6.5791744021698824 0.44992727134376664 19.113197389990095 6.1321162492968133 25.652868150733411 16.382042552344501 20.716422762721777 leaf_count=203605 1215 102759 9 1959 1513 2143 14815 1333 473481 417 2811 8698 4310 9 15808 802 142 64428 13 2994 292 168 2648 334 21 2500 325 571 504 553 internal_value=0 0.0102971 0.010451 0.010386 0.0105036 0.0103909 0.0101362 0.0106102 -0.010062 0.0107193 0.010272 0.0103374 0.010297 0.0103679 0.0103654 0.0105257 0.010807 -0.0100858 0.0105081 0.0106798 0.0107663 0.0104222 0.0102684 0.0101855 0.0102247 0.0102625 0.0101593 0.0108027 0.0108287 0.0107787 internal_weight=0 1937.66 990.473 797.311 233.007 113.322 947.187 119.685 1989.87 193.162 56.2109 564.305 231.188 75.738 333.116 69.9572 59.9679 943.666 57.1109 133.194 39.6563 3.79139 50.4543 27.0741 166.363 155.45 25.2453 35.8649 56.4599 37.0985 internal_count=911180 169666 52071 46421 10574 6480 117595 4094 741514 5650 4324 35847 15842 4319 20005 2761 1616 268033 2156 4034 1040 177 4197 2982 14836 11523 2825 863 1474 1057 is_linear=0 shrinkage=0.01 Tree=503 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 6 6 6 6 6 12 12 6 1 12 12 12 12 0 1 6 1 6 0 split_gain=4027.95 1.83809 0.296072 0.18073 0.109568 0.039163 0.0339003 0.0178371 0.0168617 0.0165542 0.0134343 0.0117859 0.011672 0.00973132 0.00820857 0.00662905 0.00413157 0.0039064 0.00376314 0.00313999 0.00298723 0.00287297 0.00285805 0.00270054 0.00232369 0.0022001 0.00200774 0.00194143 0.00192203 0.00183418 threshold=1.0000000180025095e-35 0.026551560498774003 0.00019807765784200004 0.78322452306747448 0.3781151175498963 0.0013712961226701001 7.4335632689326312e-06 0.18897357583045957 0.99766892194747936 0.97252115607261669 0.0089773964136838514 3.5000000000000004 3.5000000000000004 2.5000000000000004 7.5000000000000009 7.5000000000000009 0.0055486904457211009 0.99977076053619396 4.5000000000000009 -390.49999999999994 1.7613556906326269e-06 5.9116524425917312e-05 0.0070173616986721008 3.4846319977077662e-05 1.0000000180025095e-35 -32.499999999999993 4.5000000000000009 -75.499999999999986 4.5000000000000009 1.0000000180025095e-35 decision_type=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 8 2 8 2 2 left_child=4 2 6 7 10 13 14 15 26 28 -1 22 19 29 20 24 -13 -11 -9 -8 -2 -14 -7 -21 -3 -10 -5 -15 -6 -4 right_child=1 3 5 8 9 11 12 18 25 17 -12 16 21 27 -16 -17 -18 -19 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010026789718942544 0.011630057151665376 0.010445408357073417 0.010907089380540953 0.010159372643601982 -0.010257052515201771 0.010663191818974462 0.010925806869545364 0.010271617291557037 0.010110734823492456 -0.010387770125219718 -0.010106742602836446 0.010872767859912503 0.011493114500812964 0.011162003071566583 0.011811884823927272 0.010555797214385584 0.01071456493729791 -0.010581431062256145 0.010369258853576216 0.011340895241161371 0.011333367633901765 0.01131711063311204 0.010547633585013949 0.011124714484180296 0.010337437464361323 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0.0109697 0.0116835 0.0104587 0.0107841 -0.0104306 0.0103052 0.0111528 0.0114944 0.011415 0.010607 0.0111974 0.0104076 0.0100852 0.0101797 0.0110794 -0.010228 0.0108438 internal_weight=0 1918.91 325.533 1593.38 1970.18 223.18 102.352 308.527 1284.85 181.522 1788.66 152.693 68.5468 70.4869 33.8056 133.656 67.014 60.5089 174.872 30.9761 13.6743 37.5707 85.6793 25.8835 87.6008 1054.38 230.468 37.6709 121.014 32.816 internal_count=911180 169666 4814 164852 741514 3816 998 11006 153846 9403 732111 2864 715 952 283 3753 1078 1915 7253 358 126 357 1786 284 2728 138018 15828 452 7488 500 is_linear=0 shrinkage=0.01 Tree=504 num_leaves=31 num_cat=0 split_feature=12 12 12 1 12 12 1 12 10 12 10 1 1 10 10 10 10 1 10 12 12 10 10 10 1 1 10 5 10 10 split_gain=1613.95 212.303 187.399 22.2283 20.6118 17.4265 11.8503 11.1505 8.90361 8.8806 8.20186 5.90639 5.66622 11.5638 3.94578 2.95595 2.70244 2.75758 2.70154 2.69347 2.21488 1.94437 1.93431 1.90614 4.01505 4.31058 1.85 1.82001 1.76484 1.65152 threshold=0.068259380757808671 0.00012842786236425005 0.99766892194747936 -390.49999999999994 5.1029428504989491e-06 0.78322452306747448 -1.0000000180025095e-35 0.0023884368129074005 2.9150000000000005 0.99997490644454967 6.5450000000000008 -348.49999999999994 -3.4999999999999996 2.4350000000000005 5.8950000000000005 4.9150000000000009 2.1250000000000004 -380.49999999999994 5.285000000000001 8.8294510192099562e-07 0.0089773964136838514 3.9350000000000005 2.3850000000000002 6.1150000000000011 -59.499999999999993 -53.499999999999993 5.4450000000000012 2.5000000000000004 4.0250000000000012 8.3400000000000016 decision_type=2 2 2 10 2 2 8 2 10 2 8 10 8 10 10 10 10 10 8 2 2 10 10 10 10 10 10 10 10 10 left_child=1 4 5 8 19 6 -2 18 -3 16 15 22 23 -14 -13 -8 -4 28 -5 -1 29 -15 -6 -7 27 -26 -9 -25 -18 -10 right_child=2 3 9 7 11 12 10 26 20 -11 -12 14 13 21 -16 -17 17 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-0.0097030071767473421 0.0027252068156519206 -0.00086754024874999465 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97.901216392870992 254.82587801886257 41.061323235277086 32.975217197090387 107.21396235271823 21.614265126176178 3.7053184052929282 5.5103030726313573 64.887862658826634 11.743573701940475 17.286503782495856 0.71346731227822502 leaf_count=365205 15858 2539 9061 35962 576 8938 5800 23705 21134 118910 1314 83340 4242 2107 10766 3128 3164 6676 14800 116858 6907 1992 39392 1285 109 313 5426 657 986 30 internal_value=0 -0.00611984 0.00685025 -0.00184223 -0.00855365 0.00297197 0.001665 -0.000954882 -0.00522967 0.00951719 -0.000944652 -0.00660363 0.00477806 0.00294878 -0.00580327 -0.00205679 0.00766363 0.00685704 -0.00243795 -0.0093669 -0.00655934 0.000464913 -0.00853284 0.00577744 0.00389959 -0.0019431 0.000328141 0.00551372 0.00496561 -0.00756406 internal_weight=0 2039.24 1811.82 739.505 1299.74 738.25 428.306 586.001 153.505 1073.57 123.736 382.521 309.944 109.505 270.359 104.279 208.324 138.742 271.81 917.218 117.644 69.1216 112.163 200.439 42.5735 9.21562 314.19 33.3578 49.5515 76.5827 internal_count=911180 726640 184540 110503 616137 45743 26100 79893 30610 138797 10242 134074 19643 8341 94106 8928 19887 10826 50762 482063 28071 4099 39968 11302 2364 422 29131 1942 4150 21164 is_linear=0 shrinkage=0.01 Tree=505 num_leaves=31 num_cat=0 split_feature=11 10 6 10 10 10 5 10 2 10 2 6 10 10 10 6 10 6 5 5 5 10 6 29 10 29 6 10 5 6 split_gain=3965.38 0.514383 0.140917 0.0352819 0.0470173 0.0278198 0.0258903 0.0248 0.022936 0.0202443 0.016766 0.0100387 0.00886179 0.0141202 0.00828497 0.0106134 0.00823352 0.0108973 0.00777528 0.00767002 0.00659435 0.00644302 0.00628189 0.00621816 0.00590483 0.00561156 0.00542274 0.00538231 0.00517859 0.00490383 threshold=1.0000000180025095e-35 3.3950000000000005 30.500000000000004 6.0550000000000006 8.8850000000000016 2.5450000000000004 2.5000000000000004 3.1750000000000003 0.055738304093567205 4.995000000000001 0.68438714235252573 9.5000000000000018 3.9950000000000006 5.5050000000000008 6.9850000000000012 4.5000000000000009 4.9850000000000012 1.5000000000000002 6.5000000000000009 1.5000000000000002 4.5000000000000009 4.2950000000000008 317.50000000000006 1.0000000180025095e-35 4.5750000000000011 1.0000000180025095e-35 1.5000000000000002 4.9050000000000011 3.5000000000000004 15.500000000000002 decision_type=2 10 2 10 10 10 10 10 2 10 2 2 10 10 10 2 10 2 8 10 8 10 2 2 10 2 2 10 10 2 left_child=7 5 3 8 14 11 12 -1 -3 16 26 -2 23 22 15 -5 17 24 -8 -16 -6 -19 27 -4 -10 -7 -11 -14 -17 -18 right_child=1 2 6 4 20 25 18 -9 9 10 -12 -13 13 -15 19 28 29 21 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010146145149221407 0.010100190478753743 0.010346054827889918 0.010485654135441618 0.010212263852379817 0.010807848564506697 0.010221140892067136 0.011006149700567611 -0.010046077759806201 0.010341109372349064 0.010570972494617303 0.010374621502474899 0.010211078174691267 0.010683143974976429 0.01061286307640762 0.010383994666166772 0.010444596206340345 0.010648360110854434 0.010450642124446274 0.011777506466227709 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0.0130999 0.0125232 0.012485 0.0131405 0.0108916 0.00913113 0.0158166 0.00883318 0.00844149 0.00804451 0.0103033 0.00752044 0.0074571 0.00740175 0.00719783 0.00772071 0.00518403 0.00512184 threshold=1.0000000180025095e-35 3.3950000000000005 30.500000000000004 1.0000000180025095e-35 6.0550000000000006 8.8850000000000016 1.0000000180025095e-35 2.5000000000000004 3.1750000000000003 1.0000000180025095e-35 4.495000000000001 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 5.5050000000000008 4.3350000000000009 9.7700000000000014 5.5000000000000009 1.0000000180025095e-35 9.5000000000000018 6.9850000000000012 4.5000000000000009 6.5000000000000009 1.5000000000000002 1.0000000180025095e-35 21.500000000000004 19.500000000000004 188.50000000000003 2.5000000000000004 decision_type=2 10 2 2 10 10 10 10 10 2 10 2 2 2 2 10 10 10 10 2 2 10 2 8 10 2 2 2 2 2 left_child=8 3 4 13 9 21 20 14 19 10 -3 -7 -11 -2 16 28 25 -13 -19 -1 -5 22 -6 -9 -23 -4 27 -12 -16 -8 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89.363275903277099 10.558301697019486 122.32082916144282 13.588876521214841 37.202019233256578 50.08847973216325 24.938437469303608 3.7136742789298305 1.3544394513592122 175.61787296377588 25.291532408446074 11.036487163510172 16.03784787748009 1.3843413460999716 64.176382968202233 1.1298024943098415 11.849158803001044 1.5764619102701534 17.103487273678184 50.481240075081587 leaf_count=13616 105224 6161 1132 14056 2951 304 4481 379 691867 8331 3829 250 3912 820 850 1480 813 52 81 36031 1383 670 705 16 8322 19 952 27 318 2148 internal_value=0 0.01029 0.0104744 0.0101453 0.0104085 0.010275 0.010276 0.0107265 -0.0100605 0.0104478 0.0103631 0.0107285 0.010495 0.0100944 0.0106803 0.01074 0.0105399 0.0108596 0.0112085 -0.0101447 0.0101772 0.0102071 0.0103005 0.0110444 0.0101403 0.010363 0.0104463 0.0104765 0.0108478 0.0103921 internal_weight=0 1871.26 822.438 1048.82 651.91 148.285 294.078 170.528 1920.6 503.625 180.273 19.3073 323.352 754.741 148.856 104.394 44.4622 15.6264 5.06811 288.599 158.842 128.978 53.7647 21.672 75.2129 19.5238 102.789 90.9397 54.3055 135.236 internal_count=911180 169666 41554 128112 36547 13335 22068 5007 741514 23212 10969 687 12243 106044 4612 2648 1964 383 133 49647 15439 12648 3656 395 8992 1151 4808 3856 1168 6629 is_linear=0 shrinkage=0.01 Tree=507 num_leaves=31 num_cat=0 split_feature=12 12 12 12 1 1 12 12 10 12 1 10 10 1 10 10 10 1 10 10 12 12 10 10 12 10 1 1 10 12 split_gain=1558.22 248.06 143.867 20.7824 20.6713 14.7024 13.1283 12.7701 9.65313 9.14821 6.19697 10.2848 4.87778 4.22814 3.43669 3.18914 3.16272 3.64164 3.56925 2.96008 2.22879 2.18962 2.00158 1.7177 1.60413 1.62621 3.09408 2.53766 1.56014 1.52581 threshold=0.015218299813568552 0.99473056197166454 5.9116524425917312e-05 0.65440738201141369 -3.4999999999999996 -390.49999999999994 4.0456557144352709e-06 0.9999486804008485 6.5450000000000008 0.00099748477805400022 -3.4999999999999996 2.3850000000000002 3.1450000000000005 -348.49999999999994 4.9150000000000009 5.4850000000000012 1.3750000000000002 -380.49999999999994 4.0250000000000012 5.995000000000001 7.8085335530886379e-07 0.18897357583045957 8.3400000000000016 3.7050000000000005 0.8784809708595277 6.0450000000000008 -59.499999999999993 -53.499999999999993 2.3850000000000002 0.00032736793218645006 decision_type=2 2 2 2 8 10 2 2 8 2 8 10 10 10 10 8 10 10 10 10 2 2 10 10 2 10 8 10 10 2 left_child=2 3 6 5 9 8 20 16 14 15 24 -12 -6 28 -2 29 -3 18 -18 -15 -1 -7 -14 -13 -5 -26 -27 -28 -8 -4 right_child=1 7 4 10 12 21 13 -9 -10 -11 11 23 22 19 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31 leaf_value=-0.009713886538123143 -0.001851396626097966 0.0092384628002419849 -0.0047925482769433717 0.004086669478304039 -0.0030085313825209208 0.0013875730671796395 -0.0025175577754764566 0.0099172981792232922 0.0046127849544007815 -0.0006137399300680616 0.0065858409434243897 0.0016863208763403862 -0.0077294110785773298 -0.0067169359436018618 -0.0058006646020917554 -0.0015135434503472484 0.0062192964625841307 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7450 1006 9425 113871 8027 41 2481 6033 1315 74 207 36150 15083 internal_value=0 0.00619375 -0.0066989 0.0021878 -0.00283904 0.000990712 -0.00875934 0.00937617 -0.00169962 -0.00193346 0.00420314 0.00226196 -0.00646475 -0.0070213 -0.00273542 -0.00330952 0.00719982 0.00648134 0.00448744 -0.00626071 -0.0093998 0.00200193 -0.00758643 7.46159e-05 0.00519763 0.00587788 0.00378554 -0.00249988 -0.00877175 -0.00402957 internal_weight=0 1945.78 1808.97 861.431 629.573 540.425 1179.39 1084.35 147.638 503.752 321.006 108.744 125.821 317.576 126.827 246.611 215.924 159.656 58.2052 221.382 861.817 392.787 94.9923 72.2132 212.262 131.651 28.9716 6.16519 96.1938 176.035 internal_count=911180 200658 710522 58638 120072 38923 590450 142020 14795 88717 19715 8052 31355 121367 13478 57606 19856 12383 4933 84744 469083 24128 28299 4418 11663 7629 1596 281 36623 45496 is_linear=0 shrinkage=0.01 Tree=508 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 6 3 6 6 6 0 12 12 3 6 3 12 3 12 3 0 0 12 5 split_gain=3864.47 1.72026 0.285686 0.164957 0.103119 0.0425265 0.0292052 0.0163036 0.0158349 0.0151945 0.0124203 0.0106466 0.0103058 0.0097248 0.00774423 0.0060128 0.00555701 0.00383829 0.00382121 0.00343965 0.00338779 0.00329028 0.00294154 0.00267725 0.00261294 0.00258355 0.00243756 0.00214105 0.00202027 0.00181707 threshold=1.0000000180025095e-35 0.026551560498774003 0.00015983601042530003 0.78322452306747448 0.3781151175498963 0.0013712961226701001 7.4335632689326312e-06 0.18897357583045957 0.97252115607261669 0.99766892194747936 0.0089773964136838514 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 7.5000000000000009 8.5000000000000018 1.0000000180025095e-35 0.99977076053619396 0.0055486904457211009 0.97156334231805941 4.5000000000000009 0.13453458306399482 1.7613556906326269e-06 0.13453458306399482 0.0070173616986721008 0.9756521002710028 1.0000000180025095e-35 1.0000000180025095e-35 5.9116524425917312e-05 1.5000000000000002 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 10 left_child=4 2 6 7 10 12 14 15 -6 -5 -1 23 -4 21 22 27 19 -10 -13 -14 -9 -8 -2 -7 -25 28 -23 -3 -15 -17 right_child=1 3 5 9 8 11 13 20 17 -11 -12 18 16 25 -16 29 -18 -19 -20 -21 -22 26 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.010025729102619726 0.011606915280427302 0.010432181130795477 0.010705762306458755 0.010172688445811508 -0.010222801932956757 0.010503070475239082 0.010938710859671326 0.010262653239651356 -0.010380063858454707 0.010081162271321673 -0.010103838847108859 0.010846812932185817 0.011081346406731142 0.011495811526603705 0.011781903370652864 0.010499088843109426 0.010810099538668296 -0.010573497343087122 0.010692621400332059 0.010791411166331659 0.010356863430487577 0.011287666903128647 0.011310738449405437 0.010692891198555701 0.010559266192456271 0.011124969990820964 0.011066053619570176 0.010327523772519429 0.01133022095656409 0.010642113940165123 leaf_weight=1477.5950804395834 7.3452225327491742 56.342531913891435 13.477642215788363 221.3669995656237 118.01362872682512 24.900052981451154 5.8951167464256313 110.88005121983588 46.134057879447937 1004.1883658510633 236.10267260763794 28.696716323494911 46.127752574160695 18.410089347511533 19.895158171653748 30.876807943917811 11.27053978666663 13.191507080569862 36.534520518034697 4.4900800697505465 58.207497033290565 13.413946948945524 6.1701360680162907 29.61593989469111 28.926863851025701 3.0630209520459166 7.8781936913728705 29.931825120002031 12.283908888697622 12.470173092558978 leaf_count=700440 63 1659 236 15828 7488 608 80 5258 1612 138018 31671 425 552 166 157 750 174 303 653 67 1995 141 63 529 649 34 95 1103 122 241 internal_value=0 0.0102887 0.0109572 0.0101491 -0.0100602 0.0107628 0.0114188 0.0103598 -0.0102898 0.0100977 -0.0100365 0.0106647 0.0109563 0.0112885 0.0116564 0.0104441 0.0110109 -0.0104231 0.0107605 0.0110556 0.0102951 0.0111478 0.0114717 0.0105899 0.0106269 0.0114019 0.0112057 0.0103959 0.0114295 0.0105402 internal_weight=0 1842.66 318.395 1524.26 1891.04 224.04 94.3548 298.709 177.339 1225.56 1713.7 148.674 75.366 60.9443 33.4105 129.621 61.8884 59.3256 65.2312 50.6178 169.088 27.1873 13.5154 83.4429 58.5428 33.757 21.2921 86.2744 30.694 43.347 internal_count=911180 169666 4814 164852 741514 3893 921 11006 9403 153846 732111 2864 1029 638 283 3753 793 1915 1078 619 7253 316 126 1786 1178 322 236 2762 288 991 is_linear=0 shrinkage=0.01 Tree=509 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 6 3 6 6 6 0 12 12 3 6 3 12 3 12 3 0 0 12 6 split_gain=3825.35 1.66736 0.276392 0.160026 0.100064 0.0411749 0.0282178 0.0158078 0.0153588 0.0147436 0.0120537 0.0103125 0.00997585 0.009398 0.00747577 0.00582867 0.00537783 0.00372133 0.00369998 0.00333008 0.00328554 0.00318319 0.00284147 0.00259393 0.00253094 0.00249837 0.00235832 0.0020764 0.00195199 0.00172854 threshold=1.0000000180025095e-35 0.026551560498774003 0.00015983601042530003 0.78322452306747448 0.3781151175498963 0.0013712961226701001 7.4335632689326312e-06 0.18897357583045957 0.97252115607261669 0.99766892194747936 0.0089773964136838514 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 7.5000000000000009 8.5000000000000018 1.0000000180025095e-35 0.99977076053619396 0.0055486904457211009 0.97156334231805941 4.5000000000000009 0.13453458306399482 1.7613556906326269e-06 0.13453458306399482 0.0070173616986721008 0.9756521002710028 1.0000000180025095e-35 1.0000000180025095e-35 5.9116524425917312e-05 4.5000000000000009 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 2 2 2 2 2 2 left_child=4 2 6 7 10 12 14 15 29 -5 -1 23 -4 21 22 27 19 -10 -13 -14 -9 -8 -2 -7 -25 28 -23 -3 -15 -6 right_child=1 3 5 9 8 11 13 20 17 -11 -12 18 16 25 -16 -17 -18 -19 -20 -21 -22 26 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.010025472939156366 0.011588490626294088 0.010427745585118884 0.010698310548929486 0.010170952761935012 -0.010248615353720399 0.010497871974445058 0.010928599081268349 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3.0359166488051406 7.8079750053584567 29.643541413359344 12.177607543766497 40.58228324004449 leaf_count=700440 63 1659 236 15828 4187 608 80 5258 1612 138018 31671 425 552 166 157 991 174 303 653 67 1995 141 63 529 649 34 95 1103 122 3301 internal_value=0 0.0102858 0.0109469 0.0101476 -0.0100596 0.0107547 0.0114028 0.0103561 -0.0102869 0.0100967 -0.0100361 0.0106578 0.010946 0.0112742 0.0116373 0.0104396 0.0109999 -0.0104188 0.0107524 0.0110441 0.0102921 0.0111352 0.011455 0.0105838 0.0106203 0.0113861 0.0111924 0.0103918 0.0114134 -0.0102206 internal_weight=0 1824.84 315.523 1509.32 1872.33 221.977 93.5464 295.841 175.624 1213.48 1696.71 147.291 74.6862 60.4144 33.1321 128.387 61.3334 58.7595 64.6304 50.1662 167.454 26.947 13.4002 82.6604 57.9959 33.4673 21.1052 85.4491 30.4314 116.865 internal_count=911180 169666 4814 164852 741514 3893 921 11006 9403 153846 732111 2864 1029 638 283 3753 793 1915 1078 619 7253 316 126 1786 1178 322 236 2762 288 7488 is_linear=0 shrinkage=0.01 Tree=510 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 12 12 10 12 12 12 12 10 2 2 1 2 10 1 12 2 12 1 10 10 2 10 10 split_gain=3786.63 1.6161 0.267416 0.155245 0.0970986 0.0385472 0.0352257 0.0317841 0.0213419 0.0186816 0.0148975 0.0143061 0.0138609 0.011698 0.00964878 0.00812327 0.00792301 0.00715816 0.00675059 0.00674279 0.0066296 0.0046348 0.00455159 0.00436345 0.00420587 0.0041056 0.00409564 0.00386234 0.00375738 0.00329016 threshold=1.0000000180025095e-35 0.026551560498774003 0.00019807765784200004 0.78322452306747448 0.3781151175498963 2.8850000000000002 3.1450000000000005 0.0013712961226701001 7.4335632689326312e-06 3.2050000000000005 0.97252115607261669 0.99766892194747936 0.18897357583045957 0.0089773964136838514 3.3550000000000004 0.034723896792862259 0.023937770392229853 -1.0000000180025095e-35 0.028778467908902653 2.8250000000000006 -375.49999999999994 0.0013712961226701001 0.034723896792862259 0.0055486904457211009 -337.49999999999994 3.1450000000000005 2.6250000000000004 0.040202020202020204 3.1450000000000005 3.2950000000000004 decision_type=2 2 2 2 2 10 10 2 2 10 2 2 2 2 10 2 2 8 2 10 10 2 2 2 10 10 10 2 8 10 left_child=4 2 6 9 13 21 24 18 22 -3 19 25 20 -1 -12 -9 -10 -14 -7 -6 -11 -4 -8 -17 -2 -5 -15 -22 -26 -13 right_child=1 3 5 11 10 7 8 15 16 12 14 29 17 26 -16 23 -18 -19 -20 -21 27 -23 -24 -25 28 -27 -28 -29 -30 -31 leaf_value=-0.010025219327774497 0.010673893083983579 0.010232425936402428 0.010629733292794256 0.010109631481450969 -0.010370399757047948 0.010791220113816429 0.01138862981754994 0.010561279846888661 0.011051018298988307 0.010729509070743822 -0.010610027102011478 0.010068540021886814 0.010301943535946535 -0.010199733350702074 -0.010329699949396956 0.010843634784347309 0.011388284864732119 0.010531742879879338 0.011074690674747667 -0.010180027526771414 0.010347642226242262 0.010422787232807859 0.011727538616562831 0.010701012972424508 0.011166672144856758 0.010200969311423853 -0.010083715405439149 0.010509111483131429 0.010831983986211144 0.010109912749402896 leaf_weight=1448.4100150211016 3.7685233801603344 89.874840443953872 16.153854295611382 75.4147386001423 23.293725360184908 10.567811053246258 4.7306387200951603 25.857562080025673 8.3055753484368307 11.011329768225549 17.602210506796837 722.58252977347001 99.342916456982493 36.038804708048701 40.596353303641081 37.979889780282974 43.165857885032892 15.69694517739117 40.970390133559704 92.433267920510843 20.007896736264229 32.789271244779229 24.413086123764515 49.292531622573733 9.4922017455100978 141.64222510484979 195.43568671634421 57.065565837547183 5.1874367371201524 261.87864962406456 leaf_count=700440 66 4762 313 7695 740 158 45 542 98 193 355 111048 3754 2218 1560 549 412 374 481 6748 633 931 197 842 104 8133 29453 1290 76 26970 internal_value=0 0.0102829 0.0109366 0.0101461 -0.0100591 0.0107375 0.0113661 0.0108107 0.0114563 0.0103525 -0.010284 0.0100957 0.0104056 -0.0100358 -0.0104145 0.010717 0.0113339 0.0103333 0.0110166 -0.0102183 0.0105 0.0104911 0.0116725 0.0107631 0.0109719 0.0101692 -0.0101018 0.0104672 0.0110484 0.0100795 internal_weight=0 1807.19 312.675 1494.52 1853.81 213.611 99.0633 164.668 80.6152 292.999 173.926 1201.52 203.125 1679.88 58.1986 113.13 51.4714 115.04 51.5382 115.727 88.0848 48.9431 29.1437 87.2724 18.4482 217.057 231.474 77.0735 14.6796 984.461 internal_count=911180 169666 4814 164852 741514 3816 998 2572 752 11006 9403 153846 6244 732111 1915 1933 510 4128 639 7488 2116 1244 242 1391 246 15828 31671 1923 180 138018 is_linear=0 shrinkage=0.01 Tree=511 num_leaves=31 num_cat=0 split_feature=11 48 6 29 19 6 5 5 6 6 5 5 6 5 6 6 6 5 5 6 6 6 6 6 25 5 5 5 48 5 split_gain=3748.31 0.284926 0.130427 0.0546124 0.0440442 0.0318385 0.0246018 0.018398 0.0155779 0.0129528 0.00938794 0.00932922 0.0084322 0.00664562 0.00752536 0.00591022 0.00567222 0.00485685 0.00576869 0.00489831 0.00335156 0.00301848 0.00290867 0.00469071 0.00280665 0.00274662 0.00241004 0.00198436 0.00196331 0.00179043 threshold=1.0000000180025095e-35 1.0000000180025095e-35 30.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 5.5000000000000009 2.5000000000000004 9.5000000000000018 16.500000000000004 1.5000000000000002 6.5000000000000009 4.5000000000000009 3.5000000000000004 14.500000000000002 158.50000000000003 4.5000000000000009 2.5000000000000004 1.5000000000000002 1.5000000000000002 1813.0000000000002 16.500000000000004 25.500000000000004 15.500000000000002 1.0000000180025095e-35 4.5000000000000009 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 decision_type=2 2 2 2 2 2 10 10 2 2 10 10 2 10 2 2 2 8 10 2 2 2 2 2 2 10 10 8 2 10 left_child=12 3 5 4 8 17 13 15 -2 -5 24 -9 28 22 -15 -4 -6 18 19 -3 -12 -16 23 -7 -10 -19 -24 -11 -1 -29 right_child=1 2 7 9 16 6 -8 11 10 27 20 -13 -14 14 21 -17 -18 25 -20 -21 -22 -23 26 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.010100073847126988 0.010113942322250031 0.010312993180195896 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0.31066665705293317 1.9399194391444323 9.9199455510824937 32.389811697416008 0.32827801629900832 8.2871652012690884 6.4657577117905012 2.1169131146743907 538.8424603624735 1.306882041506469 leaf_count=89699 103340 18904 3271 1646 804 5035 2312 340 13356 237 1720 11 473481 282 30 1319 468 1385 11290 1156 7 48 397 1108 9 538 574 31 178334 48 internal_value=0 0.01028 0.0104166 0.0101635 0.0101467 0.0103551 0.0104633 0.0106742 0.0101335 0.0104995 0.0102231 0.0109766 -0.0100585 0.0104994 0.0107301 0.0106359 0.0105111 0.0103109 0.0103018 0.0103247 0.0103971 0.0110833 0.0104829 0.010497 0.0101892 0.0104245 0.0103566 0.0107844 -0.010081 0.0109874 internal_weight=0 1789.71 823.605 966.105 920.038 664.881 193.236 158.724 888.039 46.0668 159.269 17.8512 1835.47 175.276 11.6531 140.873 31.9993 471.645 436.826 312.344 25.946 3.97439 163.623 147.238 133.323 34.8189 16.3857 11.8504 872.105 3.4238 internal_count=911180 169666 48000 121666 119704 43059 9786 4941 118432 1962 15092 351 741514 7474 360 4590 1272 33273 31350 20060 1727 78 7114 6143 13365 1923 971 316 268033 79 is_linear=0 shrinkage=0.01 Tree=512 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 3 3 3 12 3 12 3 12 3 3 12 3 1 3 3 12 1 1 12 split_gain=3710.42 1.52101 0.251218 0.146103 0.0914938 0.032484 0.0293724 0.0144179 0.0140344 0.0134602 0.011018 0.00851296 0.00770068 0.00737839 0.00553347 0.00417266 0.00407781 0.00373628 0.00340078 0.00282472 0.00282183 0.00246561 0.00239229 0.00221982 0.00219509 0.00219366 0.00206448 0.00195221 0.00182278 0.0016889 threshold=1.0000000180025095e-35 0.026551560498774003 0.00019807765784200004 0.78322452306747448 0.3781151175498963 0.0013712961226701001 7.4335632689326312e-06 0.18897357583045957 0.97252115607261669 0.99766892194747936 0.0089773964136838514 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.0055486904457211009 1.0000000180025095e-35 5.4114738304633654e-05 1.0000000180025095e-35 0.99977076053619396 0.97385509227614497 0.94146202170188464 1.8523080598242816e-06 0.9756521002710028 -89.499999999999986 0.98089094449853953 1.0000000180025095e-35 0.068259380757808671 -88.499999999999986 -390.49999999999994 0.51461192965507518 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 2 2 2 8 10 2 left_child=4 2 6 7 10 11 15 17 -6 -5 -1 -4 -8 -7 27 -2 22 -3 -10 23 -16 -17 -14 -13 26 -9 -19 -15 -23 -27 right_child=1 3 5 9 8 13 12 25 18 -11 -12 19 16 14 20 21 -18 24 -20 -21 -22 28 -24 -25 -26 29 -28 -29 -30 -31 leaf_value=-0.010024718660497948 0.011247172107651781 0.010315355973878183 0.01066390553576382 0.010165812236399353 -0.010214001589326954 0.01049006685854135 0.010916093871004411 0.010216058478212806 -0.01036491304137759 0.010077947593646351 -0.010099758493119559 0.011090234309558576 0.011364468971673895 0.010844480641492064 0.010638537930171877 0.011706192257124742 0.011167038122674182 0.0105244253090269 -0.010550434216306593 0.010746717837149575 0.010450411197247537 0.011233697640399758 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0.00606979 0.00422053 0.00412069 0.00397014 0.00382203 0.00374798 0.00374422 0.00351939 0.00341777 0.00300421 threshold=1.0000000180025095e-35 0.026551560498774003 0.00019807765784200004 0.78322452306747448 0.3781151175498963 2.8850000000000002 3.1450000000000005 0.0013712961226701001 7.4335632689326312e-06 3.2050000000000005 0.97252115607261669 0.99766892194747936 0.18897357583045957 0.0089773964136838514 3.3550000000000004 0.034723896792862259 0.023937770392229853 -1.0000000180025095e-35 2.8250000000000006 0.028778467908902653 -375.49999999999994 0.0013712961226701001 0.034723896792862259 0.0055486904457211009 -337.49999999999994 3.1450000000000005 2.6250000000000004 0.040202020202020204 3.1450000000000005 3.2950000000000004 decision_type=2 2 2 2 2 10 10 2 2 10 2 2 2 2 10 2 2 8 10 2 10 2 2 2 10 10 10 2 8 10 left_child=4 2 6 9 13 21 24 19 22 -3 18 25 20 -1 -12 -9 -10 -14 -6 -7 -11 -4 -8 -17 -2 -5 -15 -22 -26 -13 right_child=1 3 5 11 10 7 8 15 16 12 14 29 17 26 -16 23 -18 -19 -20 -21 27 -23 -24 -25 28 -27 -28 -29 -30 -31 leaf_value=-0.010024472572862741 0.010652763797752514 0.01022538974411215 0.010610106547617952 0.010106338870294352 -0.010359280179735027 0.010766431945456434 0.011343396083924834 0.010544015953508953 0.011017474996090822 0.010707273792242311 -0.010591499162183767 0.010066492059619393 0.010292743485018702 -0.010193795554588585 -0.010319812295709812 0.010817129996982559 0.011343181547745003 0.010515716997165574 -0.010174667095430889 0.011040417535720834 0.010337020959838824 0.01040980214587584 0.01166993873926939 0.010679212329708088 0.011128988402380973 0.010194915795386618 -0.010081230181647027 0.010493395825906193 0.010805427205842447 0.010106619834812886 leaf_weight=1405.6634997343644 3.6644649542868164 87.264142038300633 15.705370165407656 73.196796564850956 22.639045242220163 10.283349607139824 4.6124247536063221 25.138967305421829 8.0889123380184156 10.715808639302848 17.122987503185868 701.2907787906006 96.481301730498672 35.001628893893212 39.441136879846454 36.962568981572986 42.091496009379625 15.265026349574326 89.755025777034461 39.905994165688753 19.435579994693398 31.856105018407106 23.831215120851994 47.946721887215972 9.2471185997128451 137.51702775573358 189.70641944976524 55.465911794453859 5.0460534840822229 254.19440004136413 leaf_count=700440 66 4762 313 7695 740 158 45 542 98 193 355 111048 3754 2218 1560 549 412 374 6748 481 633 931 197 842 104 8133 29453 1290 76 26970 internal_value=0 0.0102745 0.0109072 0.0101417 -0.0100573 0.0107145 0.0113217 0.0107854 0.0114087 0.0103418 -0.0102755 0.0100929 0.0103932 -0.0100347 -0.0104021 0.0106947 0.0112907 0.0103232 -0.0102119 0.0109843 0.0104847 0.0104759 0.011617 0.0107393 0.0109409 0.0101641 -0.0100988 0.0104528 0.0110148 0.0100772 internal_weight=0 1755.21 304.381 1450.83 1799.33 207.799 96.5817 160.238 78.624 284.628 168.958 1166.2 197.364 1630.37 56.5641 110.048 50.1804 111.746 112.394 50.1893 85.6173 47.5615 28.4436 84.9093 17.9576 210.714 224.708 74.9015 14.2932 955.485 internal_count=911180 169666 4814 164852 741514 3816 998 2572 752 11006 9403 153846 6244 732111 1915 1933 510 4128 7488 639 2116 1244 242 1391 246 15828 31671 1923 180 138018 is_linear=0 shrinkage=0.01 Tree=514 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 12 10 10 12 12 12 12 12 10 12 1 10 1 12 1 6 1 10 10 6 10 10 0 10 split_gain=3635.73 1.42901 0.235234 0.137489 0.0861446 0.0356293 0.0297469 0.028881 0.0165306 0.0160059 0.0132026 0.0126725 0.0122509 0.0103762 0.00854258 0.00653267 0.00635477 0.00597563 0.00588497 0.00460595 0.00410845 0.0039609 0.00385314 0.00363618 0.00363282 0.00332035 0.00326797 0.00322814 0.00320476 0.00296156 threshold=1.0000000180025095e-35 0.026551560498774003 0.00015983601042530003 0.78322452306747448 0.3781151175498963 3.1750000000000003 0.0013712961226701001 3.1450000000000005 3.2050000000000005 7.4335632689326312e-06 0.97252115607261669 0.99766892194747936 0.18897357583045957 0.0089773964136838514 3.3550000000000004 0.0013712961226701001 -1.0000000180025095e-35 2.8250000000000006 -375.49999999999994 0.0043998162727802515 -390.49999999999994 3.5000000000000004 -337.49999999999994 3.1450000000000005 2.6250000000000004 1.5000000000000002 5.995000000000001 3.1450000000000005 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 10 2 10 10 2 2 2 2 2 10 2 8 10 10 2 10 2 10 10 10 2 10 8 2 10 left_child=4 2 7 8 13 15 21 22 -3 25 17 23 18 -1 -12 29 -14 -6 -10 -8 -21 -7 -2 -5 -15 -9 -23 -24 -11 -4 right_child=1 3 5 11 10 6 19 9 12 28 14 -13 16 24 -16 -17 -18 -19 -20 20 -22 26 27 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010024228923628347 0.010647608783340848 0.010223113450420667 0.010527424743319162 0.010105271857350528 -0.01035559938816605 0.010897335383653823 0.010788827791775901 0.011378836012921055 0.010699850119267584 0.011334641668349042 -0.010585326377390359 0.010076394755544664 0.010289758287668864 -0.010191842689147213 -0.010316567018445737 0.010431758540997574 0.010510388336196859 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189 101 67 93 166 internal_value=0 0.0102717 0.0108974 0.0101403 -0.0100568 0.0107158 0.0107966 0.0113269 0.0103383 0.0114115 -0.0102727 0.010092 0.0103892 -0.0100344 -0.0103979 0.0105077 0.0103199 -0.0102097 0.0104796 0.0106977 0.010648 0.0109935 0.0109463 0.0101625 -0.0100978 0.0115984 0.0110742 0.0110254 0.0112947 0.0106529 internal_weight=0 1738.21 301.622 1436.59 1781.53 211.974 152.712 89.6475 281.89 73.3318 167.322 1154.7 195.475 1614.2 56.0234 59.2624 110.67 111.299 84.8059 101.669 65.7916 51.0422 16.3157 208.651 222.494 28.2056 27.7662 12.9012 45.1263 20.3522 internal_count=911180 169666 4814 164852 741514 3893 2421 921 11006 698 9403 153846 6244 732111 1915 1472 4128 7488 2116 1776 1223 645 223 15828 31671 242 327 161 456 384 is_linear=0 shrinkage=0.01 Tree=515 num_leaves=31 num_cat=0 split_feature=11 1 3 0 3 3 3 3 3 3 1 3 1 1 1 1 3 1 3 1 1 3 3 1 3 3 3 1 1 1 split_gain=3598.97 0.347503 0.0787833 0.0412736 0.0333744 0.0141766 0.0212416 0.0128438 0.00883882 0.00670896 0.00604499 0.00550095 0.00488356 0.0125467 0.00418368 0.00414353 0.00653816 0.00376713 0.00349101 0.00341755 0.00297787 0.00285565 0.00274413 0.0040363 0.00260679 0.00250214 0.00260727 0.00247618 0.00246762 0.0024035 threshold=1.0000000180025095e-35 -4.4999999999999991 1.0000000180025095e-35 1.0000000180025095e-35 0.90501253132832093 0.90943267259056748 0.99938118811881205 0.76506899055918665 0.76764950166112966 1.0000000180025095e-35 -17.499999999999996 0.50155279503105599 -124.49999999999999 -125.49999999999999 -1.0000000180025095e-35 -95.499999999999986 0.55329477380706471 -8.4999999999999982 0.54907627791000813 -103.49999999999999 -169.49999999999997 0.76230831315577086 0.20112359550561798 -358.49999999999994 0.41625412541254131 0.091229193341869366 0.39415279556124627 -83.499999999999986 -71.499999999999986 -49.499999999999993 decision_type=2 8 2 2 2 2 2 2 2 2 10 2 10 8 8 10 2 10 2 10 10 2 2 10 2 2 2 10 10 10 left_child=9 2 -2 4 7 28 10 15 -9 -1 -7 -3 13 20 -11 19 18 24 25 21 -10 22 23 -4 -5 -17 27 -27 -6 -28 right_child=1 11 3 17 5 6 -8 8 12 14 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 29 -29 -30 -31 leaf_value=-0.010104436552873852 0.010238081343651204 0.010104314728429821 0.010137871235936225 0.010208390385543661 0.010618336042842898 0.01056009550374464 0.010273007173405469 0.011593621787185907 0.010644429568036398 -0.010038692732912814 0.011288802308300911 0.010158435810754958 0.010597315607625488 0.011669210158533573 -0.010077009675917752 0.011025916790642234 0.010547147345186587 0.01097205005001778 0.010158113905516946 0.010845386321275212 0.010954531687674452 0.010169901788210095 0.010568617572442074 0.010568495586802583 0.010322887271448887 0.010234124289367541 0.010447012079413934 0.010423214970240537 0.010060943888680019 0.010583620759848502 leaf_weight=247.73404191981535 210.41140621621162 551.56015895213932 3.7584306579083204 24.01178571023047 0.8330950783565666 34.953345846384764 56.167799522168934 1.0279165124520648 13.440176228061322 1135.7727997463662 1.1767113050445903 284.76541691413149 41.200675138272345 1.4990112259984041 380.39190301077906 0.74688886292278667 105.85956813441589 0.84720506984740396 4.2832144768908611 4.0671572852879754 4.0237796260043952 1.935913611203431 126.94055184861645 5.1718302480876428 115.69049698114395 8.3093611896038038 41.386221024207771 41.578826515935361 17.033527195919305 18.697798066772521 leaf_count=62253 17060 83612 292 2099 24 1127 3932 15 399 550336 15 33983 1406 13 128925 20 4107 22 415 90 92 142 4516 208 7762 611 1849 1970 3211 674 internal_value=0 0.0102689 0.010407 0.0104597 0.0104998 0.0103448 0.0103947 0.0105401 0.0106741 -0.0100562 0.0105838 0.0101227 0.0106584 0.0107912 -0.0100483 0.0105175 0.0104904 0.0103072 0.0104382 0.0105597 0.0107159 0.0105513 0.0105567 0.0103873 0.0103032 0.0104491 0.0104452 0.0103917 0.0100869 0.0104895 internal_weight=0 1721.38 885.053 674.641 534.092 110.164 92.2979 423.927 61.1916 1763.9 36.1301 836.326 60.1636 18.963 1516.16 362.736 220.862 140.549 115.002 141.874 17.464 137.807 135.871 8.93026 139.702 110.719 109.972 49.8882 17.8666 60.084 internal_count=911180 169666 52071 35011 25128 8309 5074 16819 1925 741514 1142 117595 1910 504 679261 14894 9646 9883 5539 5248 491 5158 5016 500 9861 5124 5104 2581 3235 2523 is_linear=0 shrinkage=0.01 Tree=516 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 3 3 3 0 12 0 0 3 12 12 3 3 0 0 12 3 3 3 3 split_gain=3562.6 1.34496 0.221023 0.129393 0.0811695 0.0286255 0.0257386 0.0127523 0.0124373 0.0119232 0.00977304 0.00749852 0.00677007 0.00650977 0.0051324 0.00488104 0.00377999 0.00367146 0.00364945 0.00340511 0.0030153 0.00249466 0.00235724 0.00223281 0.00216324 0.00216152 0.00213861 0.00208095 0.00201291 0.00194208 threshold=1.0000000180025095e-35 0.026551560498774003 0.00019807765784200004 0.78322452306747448 0.3781151175498963 0.0013712961226701001 7.4335632689326312e-06 0.18897357583045957 0.97252115607261669 0.99766892194747936 0.0089773964136838514 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.0055486904457211009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5.4114738304633654e-05 0.99977076053619396 0.94146202170188464 0.97156334231805941 1.0000000180025095e-35 1.0000000180025095e-35 1.8523080598242816e-06 1.0000000180025095e-35 0.97156334231805941 0.98089094449853953 1.0000000180025095e-35 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=4 2 6 7 10 11 18 17 -6 -5 -1 -4 -8 -7 19 23 22 26 -2 27 -10 24 -13 -15 -17 -20 -3 -14 -28 -9 right_child=1 3 5 9 8 13 12 29 20 -11 -12 16 14 15 -16 21 -18 -19 25 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.010023747944283288 0.011193686605791751 0.010308549936317532 0.010636469608595947 0.010159209766648931 -0.010205543539519822 0.010470139115022202 0.010877540975844001 0.010207417224373769 -0.010350339499713722 0.010074861894604588 -0.010095835596638869 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leaf_count=700440 35 398 222 15828 7488 686 105 2033 1612 138018 31671 506 205 653 126 875 162 1167 128 252 303 238 62 181 231 120 1883 27 305 5220 internal_value=0 0.0102663 0.0108787 0.0101375 -0.0100556 0.0106923 0.0112789 0.0103314 -0.0102673 0.0100901 -0.0100337 0.0108669 0.0111623 0.0106112 0.0112001 0.0106446 0.0109176 0.0104089 0.0115133 0.0112448 -0.01039 0.0105868 0.0109579 0.0107203 0.0106123 0.0115498 0.0104408 0.0113296 0.0104588 0.0102719 internal_weight=0 1704.68 296.277 1408.4 1746.44 202.128 94.1492 276.485 164.127 1131.92 1582.31 64.1384 62.8705 137.99 55.5002 111.539 52.5622 120.075 31.2786 45.6331 54.9728 63.1974 42.8987 48.3419 54.2596 28.073 90.0737 23.2415 79.3132 156.41 internal_count=911180 169666 4814 164852 741514 3816 998 11006 9403 153846 732111 952 715 2864 610 2178 730 3753 283 484 1915 1344 568 834 1106 248 2586 232 2188 7253 is_linear=0 shrinkage=0.01 Tree=517 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 10 10 10 1 1 1 10 10 2 2 6 1 6 1 10 1 10 1 1 1 10 10 10 10 6 split_gain=530.456 84.8515 39.466 20.2805 18.2551 20.9979 16.6541 13.6508 12.6309 15.8335 9.9973 11.5794 11.785 10.9924 8.97636 7.46976 7.00027 6.7024 5.09233 9.10439 6.58574 4.88756 4.60454 4.25293 9.72301 4.1679 5.38588 4.15767 9.54425 4.10329 threshold=3.1750000000000003 -1.0000000180025095e-35 33.500000000000007 3.1750000000000003 5.5950000000000006 4.495000000000001 2.1250000000000004 4.1150000000000011 -71.499999999999986 -59.499999999999993 -335.49999999999994 4.995000000000001 4.9850000000000012 1.0000000180025095e-35 0.028778467908902653 1.5000000000000002 -71.499999999999986 17.500000000000004 -239.49999999999997 6.4450000000000012 -125.49999999999999 9.0500000000000025 -86.499999999999986 -64.499999999999986 -65.499999999999986 8.615000000000002 8.3400000000000016 9.0500000000000025 6.2150000000000007 36.500000000000007 decision_type=10 8 2 8 10 10 10 10 10 10 10 10 10 2 2 2 8 2 10 10 10 8 10 10 10 10 10 10 10 2 left_child=1 3 4 -1 5 16 -3 -4 18 -10 11 12 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0.026551560498774003 0.00019807765784200004 0.78322452306747448 0.3781151175498963 3.1750000000000003 3.1450000000000005 0.0013712961226701001 7.4335632689326312e-06 3.2050000000000005 0.97252115607261669 0.99766892194747936 0.18897357583045957 0.0089773964136838514 3.3550000000000004 0.034723896792862259 0.023937770392229853 0.028778467908902653 2.8250000000000006 0.0013712961226701001 0.040202020202020204 0.034723896792862259 1.0000000180025095e-35 2.5450000000000004 3.1450000000000005 0.0043998162727802515 1.0450000000000002 1.0000000180025095e-35 3.2950000000000004 3.1750000000000003 decision_type=2 2 2 2 2 10 10 2 2 10 2 2 2 2 10 2 2 2 10 2 2 2 2 10 10 2 10 10 10 8 left_child=4 2 6 9 13 19 26 17 21 -3 18 24 20 -1 -12 -9 -10 -7 -6 27 -11 -8 -14 -15 -5 -17 -2 -4 -13 -21 right_child=1 3 5 11 10 7 8 15 16 12 14 28 22 23 -16 25 -18 -19 -20 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010023495998970804 0.010729719218481249 0.010215900997934657 0.010495880962143565 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1449 2116 242 4128 31671 15828 1277 246 361 138018 1088 is_linear=0 shrinkage=0.01 Tree=519 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 12 12 10 12 12 12 12 10 2 2 1 2 10 1 12 2 1 10 10 12 2 10 10 split_gain=3481.92 1.27153 0.208527 0.122602 0.0769719 0.0306558 0.0278188 0.0231317 0.0165165 0.0148896 0.0118 0.011354 0.0109146 0.00926211 0.00777702 0.0063296 0.00628661 0.00571217 0.00550472 0.00543772 0.00528142 0.00505778 0.00355057 0.0033079 0.00330093 0.00328027 0.00314931 0.00307118 0.00296235 0.00265661 threshold=1.0000000180025095e-35 0.026551560498774003 0.00019807765784200004 0.78322452306747448 0.3781151175498963 3.1750000000000003 3.1450000000000005 0.0013712961226701001 7.4335632689326312e-06 3.2050000000000005 0.97252115607261669 0.99766892194747936 0.18897357583045957 0.0089773964136838514 3.3550000000000004 0.034723896792862259 0.023937770392229853 -1.0000000180025095e-35 0.028778467908902653 2.8250000000000006 -375.49999999999994 0.0013712961226701001 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0.00479647 0.00384226 0.00265885 0.00250355 0.00293945 0.00242675 threshold=1.0000000180025095e-35 3.3950000000000005 -32.499999999999993 -66.499999999999986 -60.499999999999993 1.0000000180025095e-35 6.0550000000000006 15.500000000000002 3.1750000000000003 9.7700000000000014 4.495000000000001 -1.0000000180025095e-35 9.7700000000000014 6.1950000000000012 -66.499999999999986 2.5000000000000004 7.2000000000000011 -29.499999999999996 -125.49999999999999 26.500000000000004 1.0000000180025095e-35 2.2250000000000005 -82.499999999999986 5.2950000000000008 -147.49999999999997 -143.49999999999997 -81.499999999999986 2.5000000000000004 5.5000000000000009 1.5000000000000002 decision_type=2 10 8 8 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 2 10 10 10 10 10 8 10 10 10 left_child=8 2 5 9 6 -2 10 -8 11 15 14 -1 13 27 -5 22 26 -4 -11 -12 -15 -13 23 -3 -25 -26 -17 -6 -29 -21 right_child=1 3 17 4 12 -7 7 -9 -10 18 19 21 -14 20 -16 16 -18 -19 -20 29 -22 -23 -24 24 25 -27 -28 28 -30 -31 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128112 41554 27599 18832 21370 9498 741514 13955 11872 49647 6229 6200 7169 13882 1756 109280 73 4703 1223 9320 12126 9326 5455 2480 1205 4977 252 3633 is_linear=0 shrinkage=0.01 Tree=521 num_leaves=31 num_cat=0 split_feature=12 12 12 1 12 1 12 12 10 12 1 10 10 1 10 10 1 10 10 10 12 12 10 12 10 1 1 10 10 5 split_gain=1350.29 218.722 127.86 18.2551 17.9686 12.9178 11.9847 11.5828 8.17848 7.91355 5.4944 8.77274 4.14889 3.84453 2.88805 2.80311 3.23184 3.03745 2.7384 2.62902 2.06749 1.8923 1.74269 1.4089 1.4419 2.68264 2.21854 1.40303 1.35508 1.22947 threshold=0.015218299813568552 0.99473056197166454 5.9116524425917312e-05 -3.4999999999999996 0.65440738201141369 -390.49999999999994 4.0456557144352709e-06 0.9999486804008485 6.5450000000000008 0.00099748477805400022 -3.4999999999999996 2.3850000000000002 3.1450000000000005 -348.49999999999994 4.9150000000000009 1.3750000000000002 -380.49999999999994 4.0250000000000012 5.285000000000001 5.995000000000001 6.6807518805944721e-07 0.18897357583045957 8.3400000000000016 0.8784809708595277 6.0450000000000008 -59.499999999999993 -53.499999999999993 3.7050000000000005 2.3850000000000002 6.5000000000000009 decision_type=2 2 2 8 2 10 2 2 8 2 8 10 10 10 10 10 10 10 8 10 2 2 10 2 10 8 10 10 10 10 left_child=2 4 6 9 5 8 20 15 14 18 23 -12 -5 28 -2 -3 17 -17 -4 -15 -1 -7 -14 -6 -25 -26 -27 -13 -8 -16 right_child=1 7 3 12 10 21 13 -9 -10 -11 11 27 22 19 29 16 -18 -19 -20 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31 leaf_value=-0.0097242817697673276 -0.0018464818237344635 0.0091989878147652436 -0.0040805061098836796 -0.0030419648697053228 0.0040457916451368319 0.0013834338480919702 -0.0025643906250028188 0.0099028270154198489 0.0044887053131137111 -0.00058772660841280289 0.0064782140542641829 0.0016223562812067349 -0.0076666174868168105 -0.0066448258395919993 -0.0060888990073528146 0.0061352007851270263 0.0075744535688008719 0.00097030379826881189 -0.0017483962332065716 -0.0032582089410903344 -0.0085886174175852023 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80.3529 280.295 253.509 139.71 69.959 131.823 70.5967 54.8983 37.9001 240.506 34.0247 665.707 3.96901 26.8027 118.707 44.8403 42.9976 1411.12 25.1186 internal_count=911180 169666 128112 41554 31071 20254 13386 13320 18832 741514 6868 3647 9091 49647 10483 4229 10817 5162 3275 2595 7363 1098 109280 66 1470 6604 2151 2115 691867 2078 is_linear=0 shrinkage=0.01 Tree=523 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 12 12 10 10 10 10 10 10 12 12 2 12 5 12 19 5 10 6 6 10 4 10 5 5 10 split_gain=1317.1 216.026 126.4 17.4971 12.0256 11.6443 9.95472 4.67491 4.08569 3.49306 3.04389 2.79785 2.72926 2.51465 2.09297 1.31353 1.23935 1.22985 1.22323 1.1658 1.13838 1.10733 0.96896 0.818132 0.817856 0.787207 0.879828 0.725534 0.642391 0.878301 threshold=0.015218299813568552 0.99473056197166454 5.9116524425917312e-05 0.65440738201141369 4.0456557144352709e-06 0.9999486804008485 0.0006371206545736001 5.5250000000000012 5.4450000000000012 6.0750000000000011 9.0500000000000025 1.3750000000000002 5.4750000000000005 0.18897357583045957 6.6807518805944721e-07 0.80070921985815613 0.8784809708595277 3.5000000000000004 0.0035319819580763002 1.0000000180025095e-35 2.5000000000000004 6.285000000000001 1051.5000000000002 14.500000000000002 8.2000000000000011 29.500000000000004 4.3950000000000005 1.5000000000000002 1.5000000000000002 5.5550000000000006 decision_type=2 2 2 2 2 2 2 8 8 8 8 10 8 2 2 2 2 10 2 2 10 10 2 2 10 10 10 10 10 8 left_child=2 3 4 8 14 11 7 25 13 22 16 -3 18 17 -1 -10 -5 -2 -8 -11 -15 -16 -6 24 -14 26 -4 -25 -9 -30 right_child=1 5 6 10 9 -7 12 28 15 19 -12 -13 23 20 21 -17 -18 -19 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 29 -31 leaf_value=-0.0097184722757986796 -0.00010471432142906936 0.0091825050249875039 -0.0047652787150004742 0.0027911814295559991 -0.0074452436466120684 0.0098982803107811358 -0.0028498499278419125 -0.0011216853765987011 0.002891033791261054 -0.0046745001307460588 0.0067912763779753591 0.0063890954259421418 -0.00060925336312944115 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leaf_count=342156 19289 7473 7477 5570 107413 122164 26314 7183 7560 12962 3894 12383 5275 9104 111773 649 10251 1391 16010 510 930 15154 482 2678 484 34818 13476 1836 250 4271 internal_value=0 0.00611425 -0.00661001 0.00214397 -0.00870194 0.00933738 -0.00276169 -0.00434081 0.000974761 -0.00692021 0.00412241 0.00710929 -0.00162159 0.00043792 -0.00936548 0.00257555 0.00371648 -0.0002686 -0.00218527 -0.00424441 0.00143761 -0.00856548 -0.00739316 -0.000113706 -0.000879915 -0.00514866 -0.00606187 0.00110837 -0.00184466 -0.00341219 internal_weight=0 1688.14 1570.11 756.398 1017.17 931.74 552.932 231.83 475.431 276.017 280.968 187.384 321.102 356.031 741.157 119.399 243.875 208.603 233.729 41.4586 147.428 226.905 234.558 87.3731 53.7029 175.146 61.3378 33.6702 56.684 17.8916 internal_count=911180 200658 710522 58638 590450 142020 120072 67475 38923 121367 19715 19856 52597 30714 469083 8209 15821 20680 42324 13472 10034 126927 107895 10273 5759 55771 20953 4514 11704 4521 is_linear=0 shrinkage=0.01 Tree=524 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 12 12 48 48 48 48 29 48 12 12 12 29 12 12 19 12 2 12 6 6 19 12 29 3 12 split_gain=1298.08 180.116 160.998 16.4195 14.0148 12.924 8.27235 7.26991 6.94106 6.15115 2.79552 2.59771 2.53529 2.13286 1.65499 1.58049 1.46278 1.44973 1.28614 1.24782 1.10563 1.10317 1.11951 1.07715 1.03782 1.02672 0.913551 0.902404 0.87098 0.866263 threshold=0.068259380757808671 6.4727209974080338e-05 0.99766892194747936 0.0013712961226701001 0.78322452306747448 4.0456557144352709e-06 0.99997490644454967 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6.6807518805944721e-07 0.0070173616986721008 0.00032736793218645006 1.0000000180025095e-35 0.0089773964136838514 0.97252115607261669 1.0000000180025095e-35 0.2688089013099671 0.89596861471861489 0.94052824378013633 31.500000000000004 26.500000000000004 1.0000000180025095e-35 2.3335483092523649e-05 1.0000000180025095e-35 0.31281565656565663 0.3781151175498963 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 5 4 7 9 13 -4 27 11 16 18 17 25 -1 -10 -9 19 -5 -6 20 -2 22 -12 -13 -23 -7 -14 -3 -16 -11 right_child=2 3 6 8 10 12 -8 15 14 29 21 23 26 -15 28 -17 -18 -19 -20 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0097131533329109405 -0.0018471863408079268 -0.006716976180966369 0.0075118354957915256 -0.0048431889695483704 0.0024561097723968159 -0.0083531560860779265 0.0099388969438601073 -0.0036860036100720829 -0.00078267601882603106 0.002093959820649765 0.0047148574806093356 0.0018311865394431703 -0.0066518029888143551 -0.0085444790483993355 -0.00053262887515848111 -0.0019511114655890688 0.0027340818977338124 -0.002414130012770205 0.0045635569972693954 0.0028950210622487528 0.00014490182351309765 0.0041192231388028702 0.0065788097606670126 -0.0042433187511901624 -0.0030044727187591162 -0.0046944092487637692 -0.0051597365233370289 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3.98107 8.87907 3.90283 3.87352 4.88535 threshold=3.1750000000000003 -1.0000000180025095e-35 33.500000000000007 3.1750000000000003 5.5950000000000006 4.495000000000001 2.1250000000000004 4.1150000000000011 -71.499999999999986 -59.499999999999993 -335.49999999999994 4.995000000000001 4.9850000000000012 1.0000000180025095e-35 0.028778467908902653 1.5000000000000002 -71.499999999999986 17.500000000000004 -239.49999999999997 6.4450000000000012 -125.49999999999999 9.0500000000000025 -86.499999999999986 9.0500000000000025 6.2150000000000007 -64.499999999999986 -65.499999999999986 -263.49999999999994 8.615000000000002 8.3400000000000016 decision_type=10 8 2 8 10 10 10 10 10 10 10 10 10 2 2 2 8 2 10 10 10 8 10 10 10 10 10 8 10 10 left_child=1 3 4 -1 5 16 -3 -4 18 -10 11 12 -7 -12 -9 -15 -2 -14 19 27 28 -11 -22 24 -16 26 -5 -6 29 -20 right_child=2 6 7 25 8 10 -8 14 9 21 13 -13 17 15 23 -17 -18 -19 20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=1.8467282999604749e-06 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49.2719 67.1156 488.783 455.557 189.667 111.871 58.554 68.7431 48.3634 internal_count=911180 172996 738184 62259 448692 347610 110737 289492 101082 25385 268436 78754 28618 189682 266266 164964 79174 2128 75697 26096 49601 13962 19372 257945 231276 24693 14816 17103 30229 16933 is_linear=0 shrinkage=0.01 Tree=526 num_leaves=31 num_cat=0 split_feature=11 6 5 6 5 3 5 6 3 6 5 3 3 3 29 6 3 19 3 6 29 29 5 3 3 3 6 3 6 3 split_gain=3316.27 0.168134 0.0164277 0.0249343 0.0152805 0.0138226 0.0138118 0.00818873 0.00663803 0.00659606 0.0065159 0.00637332 0.00618145 0.0054526 0.00472274 0.00456425 0.00442093 0.00433457 0.00410165 0.00377167 0.00366658 0.00363447 0.00355352 0.00507176 0.00353851 0.00324877 0.00318507 0.00330747 0.00297445 0.00279695 threshold=1.0000000180025095e-35 7.5000000000000009 1.5000000000000002 37.500000000000007 2.5000000000000004 0.50952467343976793 5.5000000000000009 1.5000000000000002 0.90501253132832093 4.5000000000000009 6.5000000000000009 0.56012048192771091 0.79516317016317017 0.79225774225774237 1.0000000180025095e-35 160.50000000000003 0.65648320895522405 1.0000000180025095e-35 0.78598691384950936 40.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 0.27320574162679429 0.87439320388349528 0.90943267259056748 77.500000000000014 0.66349106014087067 34.500000000000007 1.0000000180025095e-35 decision_type=2 2 10 2 10 2 8 2 2 2 10 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 left_child=9 5 12 6 14 7 11 17 13 -1 19 -4 15 -7 26 18 -17 21 20 -6 -3 22 -2 -24 28 -10 -5 -28 -13 -11 right_child=1 2 3 4 10 8 -8 -9 25 29 -12 24 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.010075256747425659 0.010148896881469254 0.010344663597875437 0.010357825278248686 0.01039525032822112 0.0114738243700306 0.010257673439782905 0.010109224107884521 0.010249529623924192 0.010051567764141957 -0.010127640724409121 0.011547735366270696 0.010711331301268485 0.010474945860555831 0.010389293795929368 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21 504 3674 2516 26 2700 474 518 836 440 271 528 2449 648 228 10692 929 457 102 465934 internal_value=0 0.0102598 0.0104301 0.0105288 0.0106665 0.0101977 0.0103789 0.010174 0.0102478 -0.0100542 0.0108957 0.0104674 0.0103909 0.0102768 0.0105606 0.0103667 0.010455 0.0101602 0.0103448 0.0108455 0.0103543 0.0101571 0.0101541 0.0102603 0.010601 0.0101866 0.0105393 0.0105928 0.0106739 -0.0100349 internal_weight=0 1588.51 424.856 120.767 62.9409 1163.65 57.8266 789.674 373.98 1626.46 19.8927 43.5277 304.089 253.63 43.0482 236.11 46.9417 668.322 189.168 18.4697 181.657 658.215 647.528 30.0265 19.621 120.35 41.3462 30.1564 15.1519 849.329 internal_count=911180 169666 28176 7104 2459 141490 4645 103002 38488 741514 471 2516 21072 24557 1988 17398 3174 90238 14224 450 13388 89720 89192 3097 834 13931 1962 1386 606 473481 is_linear=0 shrinkage=0.01 Tree=527 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 6 3 6 6 6 0 12 3 1 6 3 12 0 3 12 12 12 12 3 split_gain=3282.78 1.17787 0.202289 0.109149 0.0721106 0.0293532 0.0214391 0.0108021 0.01052 0.00998075 0.00954292 0.00715279 0.00705518 0.0066724 0.00543161 0.00403343 0.00379426 0.00258971 0.00240469 0.00237145 0.00223799 0.00186916 0.00178025 0.00176593 0.00221031 0.00163389 0.001625 0.0015819 0.00151978 0.00146425 threshold=1.0000000180025095e-35 0.026551560498774003 0.00015983601042530003 0.78322452306747448 0.51461192965507518 0.0013712961226701001 7.4335632689326312e-06 0.18897357583045957 0.0089773964136838514 0.99766892194747936 0.99473056197166454 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 8.5000000000000018 1.0000000180025095e-35 0.0055486904457211009 0.97156334231805941 -390.49999999999994 4.5000000000000009 0.9756521002710028 0.0070173616986721008 1.0000000180025095e-35 0.24165739710789766 0.94052824378013633 0.99977076053619396 1.8523080598242816e-06 5.9116524425917312e-05 0.13453458306399482 decision_type=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 2 2 2 left_child=4 2 6 7 8 12 14 15 -1 -5 25 22 -4 19 -2 -3 18 -13 -14 -8 -9 28 29 24 -21 -6 -12 -16 -15 -7 right_child=1 3 5 9 10 11 13 20 -10 -11 26 17 16 21 27 -17 -18 -19 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010021998360196658 0.011222983552978774 0.010343262666284769 0.010615225605325185 0.010148471783059417 -0.010199036222244622 0.01046803334561683 0.010785597210178464 0.01022726856005406 -0.010096199332986517 0.010068151332336739 -0.010368912619127087 0.010737600044423104 0.010945353235292062 0.011314040988144826 0.011610256128421806 0.010469673167544236 0.010707372897340124 0.010602584258228494 0.010687830136604551 0.010830930747425076 0.010309442512030207 0.010979819784904152 0.010462380944861188 0.010940514805485508 0.011191854373591522 -0.010285038052412099 -0.010514497348820052 0.011443950703204366 0.011162749875540936 0.010602654769646372 leaf_weight=1248.7622009618208 7.2706761844456222 75.177139738574624 11.900792624801396 189.60863839369267 70.254023757530376 11.699985861778258 4.0330227985978153 95.949996146839112 225.58804152195808 840.48186783026904 21.669391824863851 25.424059240147471 41.202495705336332 16.668216854333885 12.859014555811884 37.999738459475338 9.9946005046367628 32.19748199172318 3.975888952612876 2.0504218228161344 50.631965723820031 2.7365170270204535 35.485425331629813 8.4496857821941376 9.8375412672758085 32.222774049267173 11.86485058441758 10.301773406565188 11.035918839275835 26.110225096344948 leaf_count=700440 78 2762 236 15828 4890 299 68 5258 33585 138018 749 425 552 166 109 991 174 653 67 30 1995 34 958 112 106 1547 303 96 122 529 internal_value=0 0.0102574 0.0108413 0.0101291 -0.0100537 0.0106659 0.0112486 0.0103123 -0.0100334 0.0100829 -0.010274 0.0105788 0.0108361 0.0111304 0.0114614 0.0103857 0.0108837 0.0106622 0.0109227 0.0110071 0.0102557 0.0112291 0.0105133 0.011051 0.0111296 -0.0102261 -0.0104204 0.0115363 0.0112538 0.010561 internal_weight=0 1573.08 283.234 1289.85 1610.36 197.991 85.2428 259.759 1474.35 1030.09 136.011 130.917 67.0738 54.8113 30.4315 113.177 55.173 57.6215 45.1784 24.3707 146.582 30.4407 73.2956 20.3376 11.888 102.477 33.5342 23.1608 27.7041 37.8102 internal_count=911180 169666 4814 164852 741514 3893 921 11006 734025 153846 7489 2864 1029 638 283 3753 793 1078 619 316 7253 322 1786 248 136 6437 1052 205 288 828 is_linear=0 shrinkage=0.01 Tree=528 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 0 2 2 2 2 2 2 0 0 2 12 12 0 0 1 12 12 12 12 split_gain=3249.61 1.14182 0.19578 0.105894 0.0699737 0.0284287 0.0207268 0.0104756 0.0102096 0.00968484 0.00925566 0.005416 0.0050302 0.00459724 0.00484099 0.00415482 0.00407186 0.0036901 0.00362493 0.00351997 0.00324943 0.0031985 0.00230662 0.00223982 0.0022342 0.00174338 0.00158515 0.00157569 0.00148754 0.00148438 threshold=1.0000000180025095e-35 0.026551560498774003 0.00015983601042530003 0.78322452306747448 0.51461192965507518 0.0013712961226701001 7.4335632689326312e-06 0.18897357583045957 0.0089773964136838514 0.99766892194747936 0.99473056197166454 1.0000000180025095e-35 0.028778467908902653 0.028778467908902653 0.94494949494949509 0.98936170212765973 0.023937770392229853 0.034723896792862259 1.0000000180025095e-35 1.0000000180025095e-35 0.012270400481782552 0.0055486904457211009 5.9116524425917312e-05 1.0000000180025095e-35 1.0000000180025095e-35 -390.49999999999994 0.94052824378013633 0.99977076053619396 0.068259380757808671 0.51461192965507518 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=4 2 6 7 8 12 17 20 -1 -5 26 16 -4 -7 19 18 -8 -2 -14 21 -3 -15 -18 28 25 -19 -6 -12 -22 -9 right_child=1 3 5 9 10 13 11 29 -10 -11 27 -13 15 14 -16 -17 22 24 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010021779382471814 0.011197244464437719 0.010282751000898031 0.010652143036817557 0.010146982066859409 -0.010197037785038181 0.010459291447205725 0.01090795313674762 0.010281038682806599 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31.911034368444234 11.752682957798241 39.727179943583906 62.918407737743109 leaf_count=700440 54 1054 242 15828 4890 729 69 3663 33585 138018 749 165 552 565 282 94 225 31 141 390 808 898 179 631 27 171 1547 303 1260 3590 internal_value=0 0.0102547 0.0108323 0.0101278 -0.0100531 0.0106589 0.0112347 0.0103091 -0.010033 0.0100821 -0.0102712 0.011118 0.0108271 0.0105728 0.010604 0.0108704 0.0111715 0.0114449 0.0108969 0.0106256 0.0103818 0.0106534 0.0112081 0.010411 0.0114943 0.0115255 -0.0102238 -0.0104161 0.0104349 0.0102531 internal_weight=0 1557.82 280.648 1277.18 1594.42 196.149 84.4984 257.253 1459.73 1019.92 134.694 54.3263 66.461 129.688 101.688 53.2865 42.2132 30.1721 48.8608 92.5775 112.093 77.0075 37.0647 86.5112 25.1546 22.6568 101.48 33.2142 70.9569 145.16 internal_count=911180 169666 4814 164852 741514 3893 921 11006 734025 153846 7489 638 1029 2864 2135 787 473 283 693 1853 3753 1463 404 2699 229 202 6437 1052 2068 7253 is_linear=0 shrinkage=0.01 Tree=529 num_leaves=31 num_cat=0 split_feature=12 12 12 1 12 1 12 12 12 1 1 12 12 12 12 12 12 12 12 1 1 5 3 3 1 2 1 1 5 5 split_gain=1233.19 216.824 113.493 18.0389 17.3911 12.7615 11.703 8.94728 8.91087 5.28714 3.10639 1.98917 1.88256 1.37338 1.35549 1.32399 1.27 1.21682 1.12224 1.07924 5.18209 1.07519 0.994946 0.987047 0.87333 0.812437 1.22775 1.74969 1.59094 0.791658 threshold=0.011652591172605703 0.99473056197166454 3.4846319977077662e-05 -3.4999999999999996 0.65440738201141369 -390.49999999999994 0.9999486804008485 0.00042608799412840006 1.0372787642154437e-06 -3.4999999999999996 -348.49999999999994 0.13270235061645502 6.1143434777477532e-06 0.2688089013099671 0.0019640936516224501 0.8784809708595277 0.0011766494717448501 0.97252115607261669 0.00014260681928130004 -57.499999999999993 -56.499999999999993 3.5000000000000004 0.26944684528954194 0.8185736677115989 -56.499999999999993 0.92365967365967383 -57.499999999999993 -56.499999999999993 3.5000000000000004 2.5000000000000004 decision_type=2 2 2 8 2 10 2 2 2 8 10 2 2 2 2 2 2 2 2 8 8 10 2 2 10 2 10 10 10 10 left_child=2 4 8 7 5 13 19 18 -1 15 -10 -7 -12 -2 -9 -6 -5 -11 23 21 -21 -3 -18 -4 -22 -17 28 -28 -27 -13 right_child=1 6 3 16 9 11 -8 14 10 17 12 29 -14 -15 -16 25 22 -19 -20 20 24 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-0.0096222245384602594 -0.0024769541253780768 0.0084455504855673359 -0.0050903413380091649 -0.0074852201910271454 0.0039566104015748126 0.0011811720847132055 0.0098872103119880678 -0.0017907784066908447 -0.0089906789922741814 0.001298681079281007 -0.0078033330902572504 0.002907341266673605 -0.0060943226871316225 -0.00029532946335270336 -0.00035220879362353442 0.0059878141108690303 -0.002784933721072269 0.0037479115564763004 -0.0030408430454295409 -0.0080881510053105385 0.0061990320136715337 0.004884909182091733 -0.0062537510341267788 -0.0025053238709614421 0.0083195612712537101 0.0075413369602929294 -0.0099883337072642058 0.006139296322833593 -0.0045575662644804209 0.00058403531344882571 leaf_weight=545.73337842314504 88.807117033516988 63.041978556662798 80.535453728400171 71.1928571742028 68.555547475814819 191.12635662546381 704.78465584525838 121.01800775353331 114.35478207014967 61.859903514385223 139.22225943801459 149.16264703311026 120.02101519051939 42.744226392591372 142.77086920663714 101.40123767778277 11.536787333781829 30.181535719428211 83.504245399381034 2.4169270363636315 78.588944615330547 9.7988316672854108 29.189467006013729 18.088680383050814 25.797097506932914 5.5812947689555585 1.4975396599620583 1.2213108991272728 1.349642369430512 16.265787395648658 leaf_count=378139 12072 6061 30446 25569 4034 16251 122164 24028 56069 5105 81524 8884 54894 3788 19169 6914 1951 2947 21985 93 10343 998 8012 5532 2361 495 51 97 72 1132 internal_value=0 0.00594068 -0.00664847 -0.00309009 0.0020226 0.000893914 0.00930645 -0.00218919 -0.00880764 0.00405066 -0.00761774 0.00187606 -0.00701212 -0.00176809 -0.00101218 0.00504936 -0.00667953 0.00210181 -0.00389393 0.00702801 0.00638791 0.00796656 -0.00527112 -0.00461622 0.00672308 0.00572396 0.0029513 -0.00274378 0.00518535 0.0026789 internal_weight=0 1644.18 1477.17 557.836 759.754 488.106 884.428 445.917 919.331 271.648 373.598 356.555 259.243 131.551 263.789 179.607 111.919 92.0414 182.128 179.644 106.803 72.8408 40.7263 98.6241 104.386 111.051 9.64979 2.71885 6.93094 165.428 internal_count=911180 203862 707318 136692 61842 42127 142020 101160 570626 19715 192487 26267 136418 15860 43197 11663 35532 8052 57963 19856 12797 7059 9963 35978 12704 7629 715 148 567 10016 is_linear=0 shrinkage=0.01 Tree=530 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 10 10 10 1 1 1 10 10 2 2 6 6 1 1 10 1 10 1 10 10 1 1 1 6 2 split_gain=452.914 75.868 33.7581 17.2282 15.6593 15.5586 17.8344 11.8796 10.5059 13.5315 9.26694 10.176 10.1036 9.39706 8.06756 6.60285 5.93207 5.89962 4.31727 7.65824 5.8502 4.20962 3.94493 3.87112 8.62527 3.79878 8.369 3.716 3.70122 3.96263 threshold=3.1750000000000003 -1.0000000180025095e-35 33.500000000000007 3.1750000000000003 2.1250000000000004 5.5950000000000006 4.495000000000001 4.1150000000000011 -71.499999999999986 -59.499999999999993 -335.49999999999994 4.995000000000001 4.9850000000000012 1.0000000180025095e-35 0.028778467908902653 1.5000000000000002 17.500000000000004 -71.499999999999986 -239.49999999999997 6.4450000000000012 -125.49999999999999 9.0500000000000025 -86.499999999999986 9.0500000000000025 6.2150000000000007 -64.499999999999986 -65.499999999999986 -263.49999999999994 36.500000000000007 0.34794619264953158 decision_type=10 8 2 8 10 10 10 10 10 10 10 10 10 2 2 2 2 8 10 10 10 8 10 10 10 10 10 8 2 2 left_child=1 3 5 -1 -3 6 17 -4 18 -10 11 12 -8 -12 -9 -15 -14 -2 19 27 -20 -11 -22 24 -16 26 -5 -7 29 -28 right_child=2 4 7 25 -6 8 10 14 9 21 13 -13 16 15 23 -17 -18 -19 20 -21 22 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-1.1787292785121946e-06 -0.0025941941924946116 0.0087196473452176813 -0.0012277231262371479 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66.098537248093635 47.030297142569907 25.534312611096539 8.3724378920160216 39.326997840427794 31.709236590191722 62.135049865813926 74.838383940630592 10.113626969046891 25.755621791700833 6.3673549535451448 15.972106074914336 leaf_count=37566 29807 74450 23226 9914 36287 8010 26490 8321 11423 7628 24718 50136 961 68353 206810 96611 1167 49367 30229 8993 5739 6334 13633 26669 24466 9877 1017 9093 1695 2190 internal_value=0 0.00537818 -0.00272096 0.00193352 0.00750309 -0.00191861 -0.00248927 -0.00475536 -8.04018e-05 0.00236951 -0.00334106 -0.00506555 -0.00268045 -0.00264766 -0.00533106 -0.00336329 0.00605797 -0.000639356 -0.00130085 0.00022478 -0.00250743 -0.00173736 -0.000373802 -0.00566568 -0.00542162 0.00418535 0.00298466 -0.00225517 -0.00126179 0.000406694 internal_weight=0 1036.51 2068.13 395.45 641.056 1483.18 1131.81 584.951 351.368 116.835 774.977 222.248 99.1098 552.729 502.882 424.774 11.6731 356.836 234.533 103.573 130.96 47.5656 64.8613 470.073 438.363 182.747 107.909 56.5424 32.4531 26.0857 internal_count=911180 172996 738184 62259 110737 448692 347610 289492 101082 25385 268436 78754 28618 189682 266266 164964 2128 79174 75697 26096 49601 13962 19372 257945 231276 24693 14816 17103 4902 3207 is_linear=0 shrinkage=0.01 Tree=531 num_leaves=31 num_cat=0 split_feature=11 1 0 1 1 1 0 1 1 1 1 1 1 1 1 1 29 1 1 1 29 1 1 39 0 1 1 1 1 0 split_gain=3192.24 0.276801 0.0405229 0.0163019 0.0171471 0.003832 0.00362696 0.00253211 0.00253067 0.00238158 0.00263887 0.0023156 0.00582323 0.00280308 0.00214438 0.00490839 0.00353176 0.00194987 0.00181732 0.00256763 0.0016843 0.00161392 0.0030041 0.00155607 0.00143883 0.00137828 0.00196671 0.00137064 0.00141373 0.00135478 threshold=1.0000000180025095e-35 -4.4999999999999991 1.0000000180025095e-35 -66.499999999999986 -60.499999999999993 -1.0000000180025095e-35 1.0000000180025095e-35 -8.4999999999999982 -8.4999999999999982 -61.499999999999993 -62.499999999999993 -95.499999999999986 -82.499999999999986 -178.49999999999997 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330 406 967 9 31 2569 778 71 1670 536 67 24843 1019 120 307 71 75996 internal_value=0 0.0102547 0.010383 0.0104263 0.0103659 -0.0100531 0.0101137 0.0104279 0.0102663 0.0102568 0.0102862 0.0104725 0.0104422 0.0104956 0.0105635 0.0105208 0.0102443 0.0108094 0.0102639 0.0101875 0.0106728 0.0104238 0.0103603 0.0105745 -0.0100797 0.0104736 0.0104862 0.0104792 0.0102975 -0.0100439 internal_weight=0 1530.38 801.367 584.411 253.446 1566.26 729.01 161.603 216.956 91.8427 68.874 330.966 142.823 188.143 45.9543 33.0499 5.37614 1.72168 215.936 27.176 12.9044 159.881 31.9444 27.6738 401.328 142.188 122.191 118.524 4.01245 1164.93 internal_count=911180 169666 52071 34207 18466 741514 117595 8666 17864 9800 7179 15741 7171 8570 1850 1449 415 51 17825 3347 401 8615 2206 1034 145307 6720 5701 5581 378 596207 is_linear=0 shrinkage=0.01 Tree=532 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 10 10 10 1 1 1 10 10 3 6 6 1 0 3 1 10 1 10 0 1 10 10 10 10 1 split_gain=440.806 74.4989 32.918 16.776 15.5944 15.1045 17.3659 11.6354 10.2048 13.1631 9.08319 9.971 9.83967 7.87458 7.00193 5.80646 5.72966 5.33629 5.27105 4.1946 7.43485 5.69534 4.11871 3.98246 3.82843 3.68883 4.54805 3.6536 8.66328 3.61831 threshold=3.1750000000000003 -1.0000000180025095e-35 33.500000000000007 3.1750000000000003 2.1250000000000004 5.5950000000000006 4.495000000000001 4.3150000000000004 -71.499999999999986 -59.499999999999993 -335.49999999999994 4.995000000000001 4.9850000000000012 0.97385509227614497 4.5000000000000009 17.500000000000004 -71.499999999999986 1.0000000180025095e-35 1.0000000180025095e-35 -239.49999999999997 6.4450000000000012 -125.49999999999999 9.0500000000000025 1.0000000180025095e-35 -86.499999999999986 8.615000000000002 8.3400000000000016 9.7700000000000014 6.2150000000000007 -263.49999999999994 decision_type=10 8 2 8 10 10 10 10 10 10 10 10 10 2 2 2 8 2 2 10 10 10 8 2 10 10 8 10 10 8 left_child=1 3 5 -1 -3 6 16 -4 19 -10 11 12 -8 27 -12 -14 -2 -5 -16 20 29 25 -11 -18 -23 26 -21 28 -9 -7 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358.05501836223993 68.403068582643755 38.810618770192377 383.6790998672368 121.32131005637348 2.3030094043351701 28.268242303282022 10.355031981598584 9.156078329891896 151.98032655217685 74.187803152948618 152.69659915252123 42.406322384718806 46.523641421110369 25.270815569907427 8.232989475480279 94.658875913708471 38.918759689084254 19.22128977777902 3.6754452225286505 30.744899378856644 62.489478883333504 25.435983150731772 leaf_count=37566 29807 74450 29833 14732 36287 8010 26490 201079 11423 7628 114465 50136 961 7220 1640 1167 33468 9961 73577 16557 8993 5739 6334 15899 13633 13296 376 26366 24994 9093 internal_value=0 0.00534509 -0.00269797 0.00191559 0.00747037 -0.00190164 -0.00246703 -0.0047202 -8.00689e-05 0.0023493 -0.00331296 -0.00503268 -0.00265865 -0.00536176 -0.0026234 0.00604869 -0.000632848 0.00415329 -0.00435937 -0.00128927 0.000222646 -0.00248542 -0.00172239 0.000204518 -0.000370121 -0.00456465 -0.00302967 -0.00568247 -0.00543919 -0.00223444 internal_weight=0 1022.12 2044.14 391.068 631.057 1466.61 1119.22 577.53 347.387 115.447 765.958 219.227 97.9057 479.558 546.731 11.4591 353.266 180.443 163.052 231.941 102.448 129.493 47.0436 246.639 64.1896 65.3031 46.0818 451.289 420.544 55.9244 internal_count=911180 172996 738184 62259 110737 448692 347610 289492 101082 25385 268436 78754 28618 259659 189682 2128 79174 24693 75217 75697 26096 49601 13962 49367 19372 30229 16933 252439 226073 17103 is_linear=0 shrinkage=0.01 Tree=533 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 10 10 10 1 1 10 10 5 5 0 1 1 10 10 1 10 1 10 6 6 6 1 10 10 1 split_gain=433.44 73.9082 32.4383 16.4892 15.6811 14.8188 17.1252 11.5041 10.0208 12.9366 6.55861 11.3469 6.20221 5.61675 5.28185 5.17351 4.49687 18.1421 8.13429 4.12126 7.29442 5.6123 4.07233 4.06722 3.85398 3.79294 3.75457 3.66725 4.47243 3.59687 threshold=3.1750000000000003 -1.0000000180025095e-35 33.500000000000007 3.1750000000000003 2.1250000000000004 5.5950000000000006 4.1450000000000005 4.1150000000000011 -71.499999999999986 -59.499999999999993 5.9350000000000014 9.7700000000000014 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 -375.49999999999994 -351.49999999999994 4.995000000000001 4.9850000000000012 -239.49999999999997 6.4450000000000012 -125.49999999999999 9.0500000000000025 17.500000000000004 152.50000000000003 1.5000000000000002 -86.499999999999986 8.615000000000002 8.3400000000000016 -56.499999999999993 decision_type=10 8 2 8 10 10 10 10 10 10 10 10 10 10 2 10 10 10 8 10 10 10 8 2 2 2 10 10 8 10 left_child=1 3 5 -1 -3 6 -2 -4 19 -10 -9 13 16 15 -5 -12 17 18 -8 20 -7 27 29 -20 -17 -14 -23 28 -21 -11 right_child=2 4 7 14 -6 8 12 10 9 22 11 -13 25 -15 -16 24 -18 -19 23 21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-1.4527624178051283e-06 -0.00017277668178694052 0.0086746697628217878 -0.0011991622158456293 0.0026910099739311261 0.0054167783523455179 -0.0022147247239237907 -0.0020735003387536166 -0.0059723219311805754 0.0051113536276518202 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38.892833368037827 19.088293339591473 3.6544116260483852 32.001059977570549 leaf_count=37566 52630 74450 23226 14732 36287 17103 23129 198479 11423 666 4657 26569 56405 14510 9961 11819 122490 29835 601 16557 8993 5739 6334 1115 10232 61405 13633 13296 376 6962 internal_value=0 0.00531239 -0.002676 0.00189815 0.00743848 -0.00188535 -0.00244565 -0.00468681 -7.94212e-05 0.00233055 -0.00525963 -0.00339903 -0.00311975 -0.00183144 0.00411979 -0.000551708 -0.00250775 -0.00386603 -0.00107853 -0.00127846 0.000220644 -0.00246565 -0.00170729 0.00721916 0.000305483 -0.00429534 -0.00036665 -0.0045347 -0.00300536 -0.000355999 internal_weight=0 1018.16 2040.35 390.718 627.444 1464.51 1117.73 575.839 346.78 115.213 494.604 136.983 862.056 105.643 180.094 80.7651 566.922 170.456 98.5266 231.568 102.34 129.228 46.9864 10.5493 72.4541 295.134 64.1497 65.0784 45.9901 38.8098 internal_count=911180 172996 738184 62259 110737 448692 347610 289492 101082 25385 266266 67787 294980 41218 24693 26708 177170 54680 24845 75697 26096 49601 13962 1716 22051 117810 19372 30229 16933 7628 is_linear=0 shrinkage=0.01 Tree=534 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 12 12 10 10 10 10 10 10 12 2 12 12 12 12 5 6 6 12 5 3 10 2 10 6 5 split_gain=1182.25 211.23 112.44 16.6572 11.7876 10.9628 9.08212 4.49212 3.42627 2.96891 2.93706 2.65529 2.6021 2.39499 1.30418 1.29604 1.16752 1.15281 1.11717 1.07464 1.0611 1.03751 1.07125 1.01524 0.985803 0.773869 0.663501 0.661403 0.644153 0.620159 threshold=0.011652591172605703 0.99473056197166454 3.4846319977077662e-05 0.65440738201141369 0.9999486804008485 0.00048551171494175006 1.0372787642154437e-06 5.705000000000001 5.4450000000000012 5.4750000000000005 6.0750000000000011 1.3750000000000002 9.0500000000000025 0.18897357583045957 0.80070921985815613 6.1143434777477532e-06 0.00014260681928130004 0.0019640936516224501 0.8784809708595277 3.5000000000000004 14.500000000000002 4.5000000000000009 1.1116698715341046e-05 2.5000000000000004 0.68091632946090597 8.2000000000000011 0.28633540372670813 9.0500000000000025 3.5000000000000004 1.5000000000000002 decision_type=2 2 2 2 2 2 2 8 8 8 10 10 8 2 2 2 2 2 2 10 2 2 2 10 2 10 2 10 2 10 left_child=2 3 6 8 11 7 -1 16 13 17 15 -3 18 19 27 -8 24 -7 -5 -2 25 -12 -23 -15 -4 -11 -9 -10 -19 -28 right_child=1 4 5 12 -6 9 10 26 14 20 21 -13 -14 23 -16 -17 -18 28 -20 -21 -22 22 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=-0.0096072734130050984 -8.5568238342843296e-05 0.0090901092200592736 -0.0066746899218574074 0.0027373140350940984 0.0098783690845627818 -0.0031841471652459623 -0.008480693663197772 -0.0031839442080234611 0.0024290303188674259 -0.00080174653722741326 -0.0079079844336017256 0.0062590329424047691 0.0065684925255905403 0.0016539312135566062 -0.0010359530481642001 -0.0072070903599254325 -0.0044729188720575627 -0.0011266558384189372 0.0041679021247094314 -0.0034697724573658109 0.0012255171264653575 -0.0053744957736292943 -0.0013678465497648682 -0.0017814919106607105 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0.00989155 0.00928161 0.00918898 0.00595719 0.00490735 0.00461515 0.00376164 0.0036312 0.00344172 0.00335726 0.00299209 0.00290264 0.00289969 0.00288982 0.00266695 0.00247229 0.00238357 0.00219503 0.0020609 threshold=1.0000000180025095e-35 0.026551560498774003 0.00015983601042530003 0.78322452306747448 0.51461192965507518 3.1750000000000003 3.1450000000000005 0.0013712961226701001 4.0456557144352709e-06 3.2050000000000005 3.1750000000000003 0.0089773964136838514 0.99766892194747936 0.18897357583045957 0.98755538463592529 0.0013712961226701001 0.98755538463592529 2.5450000000000004 0.0043998162727802515 1.0000000180025095e-35 3.5000000000000004 5.8950000000000005 1.0450000000000002 5.995000000000001 3.5000000000000004 3.1450000000000005 43.500000000000007 1.0000000180025095e-35 3.1750000000000003 3.2050000000000005 decision_type=2 2 2 2 2 10 10 2 2 10 10 2 2 2 2 2 2 10 2 2 2 10 10 10 2 10 2 10 8 10 left_child=4 2 6 9 11 15 22 20 -8 -3 14 -1 25 26 -6 27 -12 -13 -9 21 -7 24 -2 -22 -10 -5 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61.234406280331314 64.688418050762266 33.141959264408797 564.9003468262963 99.294612444937229 11.349985273554919 20.462060743942857 30.260319152846932 185.37711365683936 60.032387463375926 8.4559695832431299 19.110092490911487 12.454945284873245 9.3915328569710237 6.7443348187953225 17.01726958155632 120.16900137905031 15.573669251054524 9.6602296698838455 14.217158443294464 223.76126548275352 leaf_count=700440 100 4762 218 7695 965 318 177 553 120 1772 5101 2159 109775 4128 228 530 1195 31426 1223 101 226 140 123 101 160 8133 344 166 558 28243 internal_value=0 0.0102559 0.0108294 0.0101257 -0.0100532 0.0106528 0.0112351 0.0107279 0.0113156 0.0103046 -0.0102715 -0.0100325 0.0100793 0.010351 -0.0104133 0.0104543 -0.0102146 -0.0100943 0.010634 0.0112213 0.010912 0.0112596 0.0108635 0.0109888 0.0113167 0.0101437 0.0104331 0.0105864 0.0103842 0.0100644 internal_weight=0 1499.87 277.624 1222.25 1535.09 193.417 84.2074 140.36 69.2248 251.735 132.992 1402.1 970.512 176.103 38.0432 53.0565 94.9487 218.519 92.9957 49.0472 47.3647 40.5912 14.9826 25.8544 28.1363 181.85 76.8081 18.3773 34.6792 788.662 internal_count=911180 169666 4814 164852 741514 3893 921 2421 698 11006 7489 734025 153846 6244 1193 1472 6296 33585 1776 521 645 420 223 327 280 15828 2116 384 1088 138018 is_linear=0 shrinkage=0.01 Tree=536 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 0 2 2 2 2 2 2 0 0 2 12 12 0 0 12 12 1 12 12 split_gain=3097.48 1.08614 0.192539 0.098437 0.0672805 0.0272893 0.021119 0.00976968 0.00959891 0.0091624 0.00900599 0.0052597 0.00492625 0.00441244 0.00460309 0.0041117 0.00401332 0.00368045 0.00351181 0.00336645 0.00308829 0.00304671 0.00227797 0.00223598 0.00211481 0.0018051 0.00163609 0.00159808 0.00153425 0.00138228 threshold=1.0000000180025095e-35 0.026551560498774003 0.00015983601042530003 0.78322452306747448 0.51461192965507518 0.0013712961226701001 7.4335632689326312e-06 0.18897357583045957 0.0089773964136838514 0.99473056197166454 0.99766892194747936 1.0000000180025095e-35 0.028778467908902653 0.028778467908902653 0.94494949494949509 0.023937770392229853 0.98936170212765973 0.034723896792862259 1.0000000180025095e-35 1.0000000180025095e-35 0.012270400481782552 0.0055486904457211009 5.9116524425917312e-05 1.0000000180025095e-35 1.0000000180025095e-35 1.8523080598242816e-06 0.99977076053619396 -333.49999999999994 0.8784809708595277 0.068259380757808671 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 10 2 2 left_child=4 2 6 7 8 12 17 20 -1 28 -5 15 -4 -7 19 -8 18 -2 -14 21 -3 -15 -17 25 29 -19 -11 -27 -6 -22 right_child=1 3 5 10 9 13 11 -9 -10 26 -12 -13 16 14 -16 22 -18 23 -20 -21 24 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.010020903569669084 0.011185516527034223 0.010274445408814732 0.010636909951898641 0.010142233752799473 -0.010184252898261784 0.010447514123506465 0.01088787981480875 0.010246360292116802 -0.01009339900426854 -0.010361285029971381 0.010063781088723623 0.010917057493738691 0.010919465117150324 0.01071244132984964 0.010373336824749087 0.011258501082291691 0.010563019764022557 0.011595260465154172 0.010688192895003543 0.01047644193165926 0.010475335739069365 0.010584096750508913 0.011098206762659725 0.011197875240078186 0.010294070773703534 0.011132308841835106 -0.010509057347927562 0.011471367638472799 -0.010263198711915054 0.010385208494728881 leaf_weight=1171.8250350814778 4.9692254848778274 24.773772053420544 12.864597178995608 180.06633879477158 53.203126777894795 27.229400499723852 5.0475844182074061 140.42859805095941 216.36487967567518 21.051808844320476 780.86404563859105 11.904216855764387 40.116133980453014 32.710756814107299 8.8333887597545964 21.481636818498373 4.3091515954583874 12.461264520883566 7.8506373297423115 15.13925841078162 30.403912710957229 42.562130408361554 15.0958767645061 2.4695072956383219 15.05044376477599 1.6667643450200547 11.632402025163172 8.3749932907521707 45.816350338514894 38.648428190499544 leaf_count=700440 54 1054 242 15828 4000 729 69 7253 33585 749 138018 165 552 565 282 225 94 106 141 390 808 898 179 27 631 20 303 76 2437 1260 internal_value=0 0.0102533 0.0108205 0.0101244 -0.0100527 0.0106459 0.0112214 0.0103015 -0.0100322 -0.0102687 0.0100785 0.0111024 0.0108122 0.0105603 0.0105912 0.0111554 0.0108554 0.0114341 0.0108816 0.0106125 0.0103726 0.0106399 0.0111923 0.0114835 0.0104015 0.0115149 -0.0104139 0.0114151 -0.0102208 0.0104249 internal_weight=0 1485.32 275.087 1210.24 1519.89 191.615 83.4711 249.305 1388.19 131.704 960.93 53.5293 65.1405 126.475 99.2455 41.6251 52.2759 29.9418 47.9668 90.4121 108.877 75.2729 36.5775 24.9725 84.1028 22.503 32.6842 10.0418 99.0195 69.0523 internal_count=911180 169666 4814 164852 741514 3893 921 11006 734025 7489 153846 638 1029 2864 2135 473 787 283 693 1853 3753 1463 404 229 2699 202 1052 96 6437 2068 is_linear=0 shrinkage=0.01 Tree=537 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 12 12 10 10 10 10 10 10 12 19 12 12 12 12 5 6 5 6 10 4 6 6 12 6 12 split_gain=1141.5 206.49 110.108 16.047 11.7415 10.5921 9.04666 4.34649 3.2899 2.88396 2.85155 2.62465 2.52796 2.30465 1.64785 1.285 1.13934 1.11105 1.07946 1.06162 1.01972 0.861678 0.844728 0.747764 0.65232 0.635216 0.61878 0.598412 0.563125 0.56296 threshold=0.011652591172605703 0.99473056197166454 3.4846319977077662e-05 0.65440738201141369 0.9999486804008485 0.00048551171494175006 1.0372787642154437e-06 5.705000000000001 5.4450000000000012 6.0750000000000011 5.4750000000000005 1.3750000000000002 9.0500000000000025 0.13270235061645502 1.0000000180025095e-35 6.1143434777477532e-06 0.00014260681928130004 0.0019640936516224501 0.8784809708595277 2.5000000000000004 14.500000000000002 3.5000000000000004 4.5000000000000009 8.2000000000000011 18.500000000000004 13.500000000000002 3.5000000000000004 0.049213243648409809 7.5000000000000009 0.99998754262924205 decision_type=2 2 2 2 2 2 2 8 8 10 8 10 8 2 2 2 2 2 2 10 2 10 2 10 10 2 2 2 2 2 left_child=2 3 6 8 11 7 -1 16 13 15 17 -3 18 21 24 -8 -4 -7 -5 -15 23 -2 -16 -12 -11 -9 -19 -10 -26 -6 right_child=1 4 5 12 29 10 9 25 27 14 20 -13 -14 19 22 -17 -18 26 -20 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31 leaf_value=-0.0095992961759038195 -0.00021010831649018641 0.0090716901718714913 -0.0059906184809142837 0.0027109376298832398 0.0087750713425927777 -0.0031544307932916318 -0.0084564024358632379 -0.0030939909642979054 0.0012742607330383504 -0.0073057968877942719 -0.00079473363975175097 0.0062189040134143234 0.0065279897581266497 0.0014636585315839776 -0.010021250341078146 -0.0071716030546544974 -0.0044356010085577421 -0.0011152202081987411 0.0041318043498271744 -0.0017415601071532267 0.0012119648961010142 -0.0034759560045793877 0.0050159287772036931 -0.0066576419100860844 -0.0070920436676189169 -0.00082241747186780057 -0.0025623215010423975 0.0028088821992878692 -0.003752410572252235 0.0099507052378259003 leaf_weight=514.08164392062463 176.41141449753195 43.073838106822222 100.26679639774375 85.371608519926667 43.612121891230345 95.70638814161066 167.11057565209921 23.933335656882264 36.781343964510597 14.355817697593009 47.810824890388176 128.34327528672293 33.879330650437623 158.47197077912278 0.44865476468112264 145.73212756798603 88.887408844078891 71.344471499091014 143.08261918649077 11.054441665532066 32.549297782825306 8.4666548745008168 2.2325758475344628 2.2790966436732552 6.892978546558882 25.348440601723269 50.439044956467114 82.185832789633423 18.873963290126994 616.72963593667373 leaf_count=378139 19220 7473 42044 5570 6616 23404 99659 4897 3214 8489 5489 12383 3894 11423 219 71684 27967 10353 10251 1172 4799 1429 460 509 3024 6189 11041 5669 8952 115548 internal_value=0 0.00585418 -0.00655066 0.00199497 0.00926771 -0.00299732 -0.008751 -0.00457073 0.000895535 -0.00752481 -0.00174734 0.00693575 0.00397887 0.000412528 -0.00509033 -0.0078579 -0.00525988 -0.00234818 0.00360084 0.00125465 -0.000166043 -0.000359671 0.00249973 -0.0010615 -0.00559754 -0.00192559 -0.00171457 0.00233442 -0.0046458 0.00987306 internal_weight=0 1567.46 1408.29 735.705 831.759 538.565 869.728 238.436 473.372 355.647 300.129 171.417 262.334 354.404 42.804 312.843 189.154 217.49 228.454 169.526 82.6392 184.878 2.68123 50.0899 40.1228 49.2818 121.784 118.967 25.7669 660.342 internal_count=911180 203862 707318 61842 142020 136692 570626 81097 42127 192487 55595 19856 19715 33244 21144 171343 70011 44798 15821 12595 10797 20649 679 5998 20465 11086 21394 8883 11976 122164 is_linear=0 shrinkage=0.01 Tree=538 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 10 10 10 1 1 2 2 1 6 0 2 10 1 10 1 3 10 10 1 10 10 1 0 1 1 split_gain=406.05 70.5675 30.5049 15.468 15.2489 13.8164 15.9883 10.9441 9.28501 12.1513 7.90224 7.1172 8.13511 6.95034 5.04947 3.93154 3.83205 3.8284 6.80192 5.3596 3.5765 3.56129 8.56212 3.50956 3.50695 4.20027 3.4998 3.34954 3.33857 3.24904 threshold=3.1750000000000003 -1.0000000180025095e-35 33.500000000000007 2.1250000000000004 3.1750000000000003 5.5950000000000006 4.1450000000000005 4.3550000000000013 -71.499999999999986 -59.499999999999993 0.028778467908902653 1.0000000180025095e-35 -36.499999999999993 1.5000000000000002 1.0000000180025095e-35 0.05298245614035086 9.0500000000000025 -239.49999999999997 6.4450000000000012 -125.49999999999999 0.24165739710789766 9.0500000000000025 6.2150000000000007 -263.49999999999994 8.615000000000002 8.3400000000000016 -56.499999999999993 1.0000000180025095e-35 -287.49999999999994 -64.499999999999986 decision_type=10 8 2 10 8 10 10 10 10 10 2 2 8 2 2 2 8 10 10 10 2 10 10 8 10 10 10 2 8 10 left_child=1 4 5 -3 -1 6 -2 -4 17 -10 -9 12 27 -13 15 -6 26 18 23 24 -21 22 -12 -7 25 -19 -11 -8 -24 -17 right_child=2 3 7 -5 14 8 11 10 9 16 21 13 -14 -15 -16 29 -18 19 -20 20 -22 -23 28 -25 -26 -27 -28 -29 -30 -31 leaf_value=1.6598179002903154e-05 -0.00017165044223788596 0.0086260372495662943 -0.0015994771434993014 0.0053271024932784313 0.0067926551873357969 0.00014752730406864643 0.0019671335629317479 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24.617944709956646 18.295345810824074 3.5228840950876465 31.155567777575925 59.908362702000886 44.235323929577135 24.528911567758769 leaf_count=37566 52630 74450 31638 36287 2987 8010 8204 8157 11423 666 198562 112124 18765 143068 9961 8764 6334 16557 8993 1811 17561 26669 4118 9093 13296 376 6962 12819 20348 2981 internal_value=0 0.00523963 -0.00262601 0.00736783 0.00186362 -0.00184863 -0.00239751 -0.00460968 -7.74828e-05 0.0022795 -0.00526245 -0.00305955 -0.00130442 -0.00354446 0.00403763 0.00262245 -0.00168526 -0.00124908 0.000216352 -0.00241227 -0.000335069 -0.00561677 -0.00536758 -0.00216627 -0.00447296 -0.00295942 -0.000366584 0.000250088 -0.00187519 0.00170806 internal_weight=0 982.172 1978.19 602.416 379.756 1421.22 1084.99 556.964 336.238 111.641 457.709 836.258 181.028 655.23 174.437 103.104 45.6755 224.597 99.3858 125.211 62.3556 426.682 397.137 54.3247 62.8551 44.5598 37.8338 117.724 59.655 84.5621 internal_count=911180 172996 738184 110737 62259 448692 347610 289492 101082 25385 257854 294980 39788 255192 24693 14732 13962 75697 26096 49601 19372 249697 223028 17103 30229 16933 7628 21023 24466 11745 is_linear=0 shrinkage=0.01 Tree=539 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 12 10 12 12 10 12 12 1 2 12 2 12 2 10 1 10 1 10 6 12 2 2 10 split_gain=3043.96 1.07243 0.168008 0.12215 0.0667921 0.0262227 0.0229188 0.0198647 0.0140756 0.0138619 0.012113 0.0105688 0.0104737 0.00943026 0.00676916 0.00605096 0.00587048 0.00521108 0.00444458 0.00418072 0.00407352 0.00381447 0.00364834 0.00294047 0.00290701 0.00277088 0.00275234 0.00259336 0.00243104 0.00238956 threshold=1.0000000180025095e-35 0.015218299813568552 0.00014260681928130004 0.65440738201141369 0.51461192965507518 3.1750000000000003 3.1450000000000005 0.0013712961226701001 3.2950000000000004 4.0456557144352709e-06 0.99473056197166454 3.1750000000000003 0.068259380757808671 0.0089773964136838514 -371.49999999999994 0.028778467908902653 0.98755538463592529 0.023937770392229853 0.98755538463592529 0.034723896792862259 3.1750000000000003 -380.49999999999994 2.5450000000000004 -337.49999999999994 3.1450000000000005 28.500000000000004 0.0013712961226701001 0.034723896792862259 0.028778467908902653 3.1450000000000005 decision_type=2 2 2 2 2 10 10 2 10 2 2 10 2 2 10 2 2 2 2 2 8 10 10 10 10 2 2 2 2 8 left_child=4 2 6 8 13 20 23 15 -3 -8 24 16 21 -1 -14 -7 -6 -11 -13 -9 26 -10 -15 -2 -5 -19 -4 -23 -16 -25 right_child=1 3 5 10 11 7 9 19 12 17 -12 18 14 22 28 -17 -18 25 -20 -21 -22 27 -24 29 -26 -27 -28 -29 -30 -31 leaf_value=-0.010020595207063387 0.010573203730272426 0.010218330260784439 0.010675949877143301 0.010096790539470164 -0.010328267483615721 0.010688351823220929 0.01152734796100236 0.010504997415186897 0.010748064864936941 0.010965157901404189 0.010063881878985144 -0.010164059759090243 0.010521472143805055 -0.010190153045563588 0.010218970026611176 0.010962203047034274 -0.010600991841909813 0.011188032036123109 -0.010312109632921472 0.010685887380270338 0.010360580029935181 0.010340219510497 -0.010075363020536006 0.011035896784181161 0.010182117866318372 0.011359548458142582 0.010465606112310647 0.010514527914460298 0.010329858638099392 0.010723619590961828 leaf_weight=1148.5121906260028 2.8136127330362788 75.170513221994042 10.496777430176737 59.148979958146811 26.379874764941633 10.187175165861843 20.002358257770538 16.56036488711834 5.5976947005838147 7.204997479915618 788.3101058928296 63.480087185278535 15.938424745574592 32.672004568390548 27.230938683263958 38.796362234279513 11.26232331432402 23.132261920720339 29.794949758797884 55.923343045637012 19.810257231816649 11.325661117210982 181.49364340608008 7.5715470053255531 122.86503222445026 15.888523325324057 15.27063745819032 34.646101620048285 72.163113657385111 3.6228963881731042 leaf_count=700440 57 4305 186 6965 965 172 177 382 93 91 140968 5101 382 2159 1348 500 228 250 1195 974 650 363 31426 91 7874 153 382 772 2471 60 internal_value=0 0.0102534 0.0108536 0.010131 -0.0100527 0.0106729 0.0112297 0.0107497 0.010332 0.0113074 0.0100809 -0.0102684 0.0103831 -0.010032 0.0103302 0.0109052 -0.0104099 0.0112122 -0.0102114 0.0106446 0.0104684 0.0105016 -0.0100929 0.0108622 0.0101544 0.0112579 0.0105513 0.0104716 0.0102995 0.0109348 internal_weight=0 1459.68 247.281 1212.4 1493.6 167.045 80.2362 121.467 242.072 66.2281 970.324 130.917 166.902 1362.68 115.332 48.9835 37.6422 46.2258 93.275 72.4837 45.5777 51.5695 214.166 14.0081 182.014 39.0208 25.7674 45.9718 99.3941 11.1944 internal_count=911180 169666 4125 165541 741514 3246 879 2028 9734 671 155807 7489 5429 734025 4201 672 1193 494 6296 1356 1218 1228 33585 208 14839 403 568 1135 3819 151 is_linear=0 shrinkage=0.01 Tree=540 num_leaves=31 num_cat=0 split_feature=11 10 6 1 1 10 6 10 10 1 10 1 1 10 1 2 2 10 3 10 10 2 2 10 1 10 6 6 10 1 split_gain=3013.21 0.297044 0.0847778 0.0479152 0.021956 0.0270492 0.0203878 0.0157223 0.015713 0.0151423 0.0130581 0.0118431 0.0112421 0.00861414 0.00858829 0.00782965 0.00737244 0.00786144 0.00702334 0.00640448 0.00635947 0.00580917 0.0050473 0.00496228 0.00473416 0.0045657 0.00427686 0.00426828 0.00418328 0.00408407 threshold=1.0000000180025095e-35 3.3950000000000005 30.500000000000004 -32.499999999999993 -66.499999999999986 6.0550000000000006 3.5000000000000004 3.1750000000000003 1.0000000180025095e-35 -371.49999999999994 9.1600000000000019 -15.499999999999998 -65.499999999999986 4.3550000000000013 -1.0000000180025095e-35 1.0000000180025095e-35 0.028778467908902653 9.7700000000000014 0.23123827392120072 5.5450000000000008 4.5150000000000006 0.10022831050228312 0.023937770392229853 7.1150000000000011 -45.499999999999993 9.7700000000000014 21.500000000000004 9.5000000000000018 7.6450000000000005 -29.499999999999996 decision_type=2 10 2 8 8 10 2 10 10 10 8 10 10 10 8 2 2 10 2 10 10 2 2 8 10 10 2 2 10 10 left_child=7 3 4 8 6 12 18 14 27 13 22 -7 20 -4 -1 -14 -11 19 25 -18 -6 -20 -8 -15 28 -3 -22 -2 -21 -5 right_child=1 2 9 29 5 11 10 -9 -10 16 -12 -13 15 23 -16 -17 17 -19 21 24 26 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.01008379582709497 0.010127464421815082 0.010252853844624266 0.01024198376010331 0.010067220095920473 0.010189864188813787 0.010096548586693286 0.010331738134453939 -0.010037993000760062 0.010331111765652615 0.010475342380330701 0.011362270133178065 0.011181320442149086 0.010292600267721481 0.010684225454256938 -0.010211460920854979 0.010468595688399925 0.010762784132323351 0.0114810902106225 0.010257934704935268 0.010706316981370268 0.010385695371909134 0.010438178639948963 0.01056969862339395 0.01024468142193957 0.010316741048139264 0.011282292246337273 0.010125798959654993 0.010287589913274052 0.010438229959594831 0.010260039744702767 leaf_weight=154.9492040022742 83.71953184530139 52.160436748061329 14.057221930939706 558.25375588983297 52.599150376860052 66.164927022065967 10.435665064025669 1244.0124894841574 108.50582036189735 15.760975297540424 1.9602653821930278 1.0219897385686625 37.654182686470449 11.613710400648412 79.848550627939403 76.906001912429929 58.816099953837693 1.2995443679392327 22.418929917737842 23.846957483328882 42.765128501225263 88.339353667572141 61.110297337174416 3.2978258160874256 5.2566262893378726 0.43441899679601093 7.4321626727469257 20.778432065621018 7.6999767008237532 11.205235175322739 leaf_count=40327 10787 3745 1132 108336 5752 10421 570 691867 6604 587 27 15 2158 436 9320 3004 1412 14 1536 638 2549 3818 2041 214 252 9 902 1441 322 944 internal_value=0 0.0102508 0.0104066 0.0101189 0.0103476 0.0102884 0.0104187 -0.0100522 0.0102468 0.0106235 0.0105571 0.010113 0.0103426 0.0104196 -0.0101272 0.0104107 0.0106759 0.0107085 0.0103565 0.010698 0.0102667 0.0104017 0.010535 0.010587 0.0105946 0.0102614 0.0103472 0.0101593 0.0106409 0.010071 internal_weight=0 1445.51 663.052 782.463 521.403 284.544 236.859 1478.81 213.004 141.649 73.5062 67.1869 217.357 28.9688 234.798 114.56 112.68 96.9192 163.353 95.6197 102.796 110.758 71.546 14.9115 36.8036 52.5949 50.1973 104.498 31.5469 569.459 internal_count=911180 169666 41554 128112 36547 24801 11746 741514 18832 5007 2638 10436 14365 1782 49647 5162 3225 2638 9108 2624 9203 5354 2611 650 1212 3754 3451 12228 960 109280 is_linear=0 shrinkage=0.01 Tree=541 num_leaves=31 num_cat=0 split_feature=11 10 1 1 2 1 10 10 10 2 10 2 2 1 10 10 0 10 1 10 2 1 10 10 2 1 0 10 4 2 split_gain=2982.79 0.288376 0.0465302 0.0300036 0.0310809 0.0276361 0.0152647 0.015259 0.0147786 0.0115938 0.0113726 0.0101583 0.00921949 0.00833892 0.00717858 0.00637881 0.00580805 0.00565412 0.00484509 0.00472601 0.010685 0.00442692 0.00420724 0.00399952 0.00403264 0.00396636 0.00379411 0.00338784 0.00335256 0.00328583 threshold=1.0000000180025095e-35 3.3950000000000005 -32.499999999999993 -66.499999999999986 1.0000000180025095e-35 -60.499999999999993 3.1750000000000003 1.0000000180025095e-35 6.0550000000000006 0.68438714235252573 4.495000000000001 1.0000000180025095e-35 0.61572802197802212 -1.0000000180025095e-35 9.7700000000000014 9.7700000000000014 1.0000000180025095e-35 9.7700000000000014 -66.499999999999986 9.7700000000000014 0.23132664437012262 -125.49999999999999 5.955000000000001 5.5650000000000004 0.35025773195876292 -29.499999999999996 1.0000000180025095e-35 5.6750000000000007 26.500000000000004 0.22271825396825398 decision_type=2 10 8 8 2 10 10 10 10 2 10 2 2 8 10 10 2 10 10 10 2 10 10 10 2 10 2 10 10 2 left_child=6 2 7 4 17 8 13 -2 10 14 18 -7 15 -1 16 26 23 -3 -5 -10 -21 -16 -14 -6 29 -4 27 -13 -12 -25 right_child=1 3 25 5 9 11 -8 -9 19 -11 28 12 22 -15 21 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.010082972573781995 0.010157741293866103 0.01027741836710638 0.010066556455856792 0.010202342186133776 0.010608938360954846 0.010301281438381554 -0.010037621113359818 0.010327877820926231 0.010106074486089221 0.010371548065449463 0.010253029925997059 0.010613130360964075 0.010421359375154654 -0.010209390993898679 0.010618872437318166 0.011303359831350428 0.010392077769177671 0.011639636607275744 0.010469951691793038 0.010143406404232429 0.011212516583658761 0.011469833815290624 0.010147524061696172 0.010516672272049275 0.010606581756957735 0.010257506426286837 0.010383503738044456 0.010428957038544502 0.010433071169455816 0.010339770109208272 leaf_weight=153.41989633499179 103.47402679501101 66.928298415150493 552.73529164912179 65.71637693606317 104.57360605243593 34.806789691094309 1231.6797607239569 107.45963903469965 54.451140570919961 40.277224428020418 12.323711059056221 49.617998794652522 18.850938807707283 79.06999192526564 1.0987555151805282 1.1239488907158364 20.70702952099964 0.30609275028109451 7.5419300235807887 3.4073626478202632 1.288258845452219 1.3781085312366477 7.988336498849093 30.534301912412047 28.687467759940773 11.096467336174099 12.251117116771637 12.504941438324748 64.339559387415648 16.002466347534209 leaf_count=40327 12228 4430 108336 6859 3193 1945 691867 6604 9107 2354 1070 1505 769 9320 50 13 1073 5 310 358 33 13 865 1053 889 944 548 584 3633 895 internal_value=0 0.0102484 0.0101177 0.0104026 0.0104739 0.0103385 -0.0100516 0.0102444 0.0102662 0.0105265 0.010319 0.0104489 0.010499 -0.010126 0.0105573 0.0105556 0.0105507 0.0102836 0.0102299 0.0101323 0.0104367 0.0110923 0.0103399 0.0105689 0.0105133 0.0100703 0.0105443 0.0105761 0.0104041 0.0104558 internal_weight=0 1431.47 774.765 656.706 310.493 346.212 1464.17 210.934 209.068 243.259 149.922 137.144 102.337 232.49 202.982 75.498 200.505 67.2344 73.2583 59.1468 4.69562 2.47686 26.8393 179.798 75.2242 563.832 74.3741 62.1229 76.6633 46.5368 internal_count=911180 169666 128112 41554 13955 27599 741514 18832 21370 9520 11872 6229 4284 49647 7166 2650 7103 4435 7169 9498 391 63 1634 6030 2837 109280 2637 2089 4703 1948 is_linear=0 shrinkage=0.01 Tree=542 num_leaves=31 num_cat=0 split_feature=10 1 10 10 10 2 10 1 10 1 1 5 1 1 10 1 10 2 2 1 1 5 1 1 10 1 1 1 5 5 split_gain=387.263 67.8994 18.2603 19.203 21.3762 15.1425 15.08 14.8774 14.5409 10.1493 7.47027 5.59736 5.29704 5.25007 3.70758 13.7215 4.32551 5.7605 4.08221 3.84022 3.59811 4.03877 3.4617 7.48601 3.18716 3.78067 2.99428 3.20537 3.12895 3.85461 threshold=3.1750000000000003 -1.0000000180025095e-35 4.0850000000000009 5.955000000000001 9.1600000000000019 0.012270400481782552 2.1250000000000004 -71.499999999999986 3.1750000000000003 -37.499999999999993 -60.499999999999993 1.5000000000000002 -147.49999999999997 -64.499999999999986 4.995000000000001 -371.49999999999994 4.9850000000000012 0.25943732193732194 0.93235294117647072 -216.49999999999997 -53.499999999999993 5.5000000000000009 -64.499999999999986 -65.499999999999986 3.5950000000000002 -61.499999999999993 -287.49999999999994 -124.49999999999999 5.5000000000000009 3.5000000000000004 decision_type=10 8 10 10 10 2 10 10 8 8 10 10 10 8 10 10 10 2 2 10 10 10 10 10 10 10 8 8 8 8 left_child=1 8 13 5 7 9 -3 26 -1 -4 -9 14 -6 -2 16 -16 -7 19 -17 -18 21 -12 23 -10 25 -15 -5 -28 29 -29 right_child=2 6 3 4 12 11 -8 10 22 -11 20 -13 -14 24 15 18 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=1.6881849358100426e-05 -0.0022088527039169671 0.0086009199557055879 0.00043729186094467078 0.0011720945935351458 0.0042488564998829663 -0.002954305587193908 0.0052873247410217964 0.0057303430631205198 0.0046213539970626971 -0.0042420777296204894 -0.0077988742431217761 -0.0050042467162280798 -0.00746933293404214 0.0029841406400166917 -0.0079678700683212967 -0.003431921828130618 0.0092245760231855455 -0.0066186609437864632 0.0021472812716347685 -0.0060053021060584811 0.0018621101235941082 0.0091311874332305407 0.0057291444915920876 -0.0013286349474110485 -0.00080190633232233297 -0.00098675631514529233 -0.003406700466152328 -0.00043000283536771773 0.0087488759862896087 -0.0075778062083412491 leaf_weight=199.36307482572738 101.31325525278226 359.05791615508497 136.95586972439196 37.283314883010462 4.1592883304692796 261.34642675006762 222.41759605822153 55.043336547794752 69.710279256105423 70.063853772240691 8.7122862921096349 417.23726845090277 53.17508293222636 75.45739546220284 75.498806955292821 257.31076429237146 8.9965817144839075 4.8897253109607837 13.81878472608514 2.0290283223148426 27.041875700931996 1.6809317695442594 68.905368356732652 30.352425858494826 91.313651384203695 35.14386838581413 81.492649319465272 85.821113236015663 3.3696555399801573 8.271766309742814 leaf_count=37566 29834 74450 25114 9214 772 98752 36287 9917 9914 21321 1774 214663 42466 12129 38451 119046 1283 2417 2498 1258 5854 316 9877 4902 21530 8304 38274 27745 307 4945 internal_value=0 0.00520547 -0.00260285 -0.00302581 -0.00101177 -0.00361648 0.00733345 2.96359e-05 0.00184606 -0.0011464 0.00338647 -0.00410764 -0.00661924 -0.000351267 -0.00350802 -0.00419747 -0.00264608 0.00241536 -0.00314756 0.00642184 -5.98949e-05 -0.00506072 0.00400429 0.00281652 0.000580799 0.00172238 -0.00140598 -0.00194309 -0.000719297 -0.00105837 internal_weight=0 949.807 1917.43 1614.2 366.051 1248.15 581.476 308.717 368.331 207.02 92.4784 1041.13 57.3344 303.228 623.89 346.628 277.262 15.9153 271.13 11.0256 37.4351 10.3932 168.968 100.063 201.915 110.601 216.238 178.955 97.4625 94.0929 internal_count=911180 172996 738184 666387 141584 524803 110737 98346 62259 46435 17861 478368 43238 71797 263705 159995 103710 4958 121544 2541 7944 2090 24693 14816 41963 20433 80485 71271 32997 32690 is_linear=0 shrinkage=0.01 Tree=543 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 6 6 6 6 6 6 1 12 12 12 5 12 6 12 12 12 12 12 1 split_gain=2945.94 0.985291 0.154413 0.112193 0.0615213 0.0209632 0.0182754 0.011151 0.0108271 0.00867657 0.00849838 0.00585247 0.00547462 0.00528548 0.00490744 0.00319358 0.00272047 0.00185413 0.00169115 0.00163499 0.00155831 0.00142658 0.00141055 0.00117457 0.00116049 0.00113291 0.00112266 0.001056 0.00102497 0.00102182 threshold=1.0000000180025095e-35 0.015218299813568552 0.00014260681928130004 0.65440738201141369 0.51461192965507518 0.0011766494717448501 7.4335632689326312e-06 0.99473056197166454 0.068259380757808671 0.0089773964136838514 0.99473056197166454 3.5000000000000004 3.5000000000000004 3.5000000000000004 1.5000000000000002 4.5000000000000009 3.5000000000000004 -390.49999999999994 0.0043998162727802515 9.1954279923811565e-07 0.99977076053619396 1.5000000000000002 0.8784809708595277 4.5000000000000009 0.99989646673202526 0.18897357583045957 0.13270235061645502 4.5118455091142102e-05 3.4846319977077662e-05 -76.499999999999986 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 8 left_child=4 2 6 8 9 11 14 23 16 -1 22 -4 -7 17 -2 -10 -3 -8 -14 -16 -12 29 -6 -5 -9 -17 -11 -15 -19 -13 right_child=1 3 5 7 10 12 13 24 15 26 20 21 18 27 19 25 -18 28 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010019976327677487 0.011160128207439645 0.010369604749543484 0.010700145153172864 0.010132054434446201 -0.010178586388527922 0.010501044948161911 0.010754063913508267 0.010090421934607919 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74.346944538410753 12.103949990123509 10.904725693166254 13.024393286556011 leaf_count=700440 78 1368 531 11097 4000 1416 64 15839 5383 24911 749 115 379 159 58 702 797 86 481 147 303 119 2437 3742 125129 1484 8674 141 146 205 internal_value=0 0.010247 0.0108295 0.0101274 -0.0100513 0.0106538 0.0111942 0.0100784 0.0103227 -0.0100311 -0.0102614 0.0108009 0.0105662 0.0110763 0.0113921 0.0102776 0.0104249 0.0109608 0.0106486 0.0114645 -0.0104033 0.0108966 -0.0102143 0.01015 0.0100618 0.0103361 -0.0100904 0.0111695 0.0110017 0.0108521 internal_weight=0 1414.11 240.968 1173.14 1446.23 162.633 78.3352 937.917 235.223 1319.08 127.147 60.6926 101.941 49.0954 29.2398 163.258 71.9653 21.9132 44.9894 22.2895 31.6742 31.1326 95.4727 176.56 761.357 59.5029 207.713 27.1823 18.2912 21.734 internal_count=911180 169666 4125 165541 741514 3246 879 155807 9734 734025 7489 970 2276 596 283 7569 2165 296 860 205 1052 439 6437 14839 140968 2186 33585 300 232 320 is_linear=0 shrinkage=0.01 Tree=544 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 3 3 0 2 2 0 3 0 2 2 2 12 0 3 12 0 12 12 12 split_gain=2916.19 0.955175 0.149459 0.108846 0.0596998 0.0203052 0.0176701 0.0108203 0.010499 0.00842043 0.00824311 0.00569427 0.00471819 0.00444488 0.00352059 0.00334606 0.0032097 0.0025935 0.00269716 0.00256826 0.00227991 0.00216118 0.00203253 0.00200618 0.00194184 0.00186709 0.00177248 0.00165407 0.00157166 0.00151112 threshold=1.0000000180025095e-35 0.015218299813568552 0.00014260681928130004 0.65440738201141369 0.51461192965507518 0.0011766494717448501 7.4335632689326312e-06 0.99473056197166454 0.068259380757808671 0.0089773964136838514 0.99473056197166454 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.023937770392229853 0.034723896792862259 1.0000000180025095e-35 0.96999699969997011 1.0000000180025095e-35 0.023937770392229853 0.012270400481782552 0.034723896792862259 0.0043998162727802515 1.0000000180025095e-35 1.0000000180025095e-35 0.18897357583045957 1.0000000180025095e-35 1.8523080598242816e-06 5.4114738304633654e-05 0.99977076053619396 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=4 2 6 8 9 11 15 -5 19 -1 -6 -4 -7 14 -8 -2 21 18 22 -3 -10 -13 -14 27 -16 -22 -21 -17 -26 -12 right_child=1 3 5 7 10 12 13 -9 20 -11 29 16 17 -15 24 23 -18 -19 -20 26 25 -23 -24 -25 28 -27 -28 -29 -30 -31 leaf_value=-0.010019777528583391 0.011135093950809897 0.010310574400918888 0.01057967818679203 0.010148537696818168 -0.010212148154627768 0.010423531810001316 0.010854678060627844 0.010061219440246169 0.010209411266682771 -0.010089487760968092 -0.010347476810981606 0.01064350336780137 0.01070310542301642 0.010887388911153525 0.010703610433161757 0.011532432964430376 0.010662976238481264 0.010434040780580894 0.010478932660765 0.010479507764751872 0.010347721163906056 0.010896890861169886 0.010586244198267532 0.011148905138419398 0.011222040977818705 0.010266480927500659 0.01033016908027343 0.011357211626437266 0.011079526508603521 -0.010492314392770605 leaf_weight=1100.3310678620473 4.7941836491227177 16.367971680127084 10.407082363963125 174.82887879898772 94.542545492062345 20.186155588366091 4.5313102528452864 753.82717332360335 40.064359407871962 205.66452959622256 20.164498526602987 3.7001034282147875 28.540464770048857 10.967796586453913 0.9391033798456182 12.094900630414491 8.7443889789283258 8.9613335859030467 12.191890558227895 45.271021284162998 44.772857326082885 37.284385552629828 31.10242121014744 2.3849256299436083 19.305108647793531 76.839942871592939 9.6399520793929678 9.7145260050892812 12.915065094828604 11.206832136958836 leaf_count=700440 54 612 218 14839 6437 582 64 140968 2251 33585 749 66 500 156 16 106 162 238 309 1192 1638 524 647 27 206 3680 361 96 154 303 internal_value=0 0.0102445 0.0108206 0.0101261 -0.0100508 0.0106469 0.011181 0.0100777 0.0103194 -0.0100308 -0.0102588 0.0107924 0.0105603 0.0110646 0.0111161 0.0113764 0.0108369 0.0105945 0.0106145 0.0104205 0.0102748 0.010874 0.0106422 0.0114243 0.0111519 0.0102964 0.0104533 0.0114544 0.0111649 -0.0103992 internal_weight=0 1400.38 238.765 1161.61 1431.91 161.118 77.6469 928.656 232.956 1306 125.914 60.136 100.982 48.6584 37.6906 28.9885 49.7289 80.7961 71.8348 71.2789 161.677 40.9845 59.6429 24.1944 33.1593 121.613 54.911 21.8094 32.2202 31.3713 internal_count=911180 169666 4125 165541 741514 3246 879 155807 9734 734025 7489 970 2276 596 440 283 752 1694 1456 2165 7569 590 1147 229 376 5318 1553 202 360 1052 is_linear=0 shrinkage=0.01 Tree=545 num_leaves=31 num_cat=0 split_feature=10 48 10 10 10 10 2 10 0 2 0 48 0 29 3 0 2 29 29 2 10 10 48 10 3 48 3 2 10 2 split_gain=373.008 53.5525 17.5974 18.4658 20.6551 17.4062 14.605 12.4767 6.11671 6.94589 5.35405 5.12105 4.47406 3.57001 3.44662 2.97987 2.97852 2.92376 2.9088 2.98858 2.76326 2.72237 5.73972 3.08455 5.55919 3.46694 2.69603 10.6846 5.27212 3.49151 threshold=3.1750000000000003 1.0000000180025095e-35 4.0850000000000009 5.955000000000001 9.1600000000000019 2.1250000000000004 0.012270400481782552 3.1750000000000003 1.0000000180025095e-35 0.98936170212765973 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.22271825396825398 1.0000000180025095e-35 0.13712060166532367 1.0000000180025095e-35 1.0000000180025095e-35 0.6401754385964914 1.9550000000000003 4.995000000000001 1.0000000180025095e-35 4.9850000000000012 0.72792207792207797 1.0000000180025095e-35 0.92342186961021067 0.091372912801484213 7.6900000000000004 0.58847248576850109 decision_type=10 2 10 10 10 10 2 8 2 2 2 2 2 2 2 2 2 2 2 2 8 10 2 10 2 2 2 2 10 2 left_child=1 5 15 6 14 17 10 -3 9 21 -4 -6 16 -7 -5 -2 -9 20 19 26 -1 23 -23 -8 -25 -26 27 -16 29 -29 right_child=2 7 3 4 11 13 8 12 -10 -11 -12 -13 -14 -15 18 -17 -18 -19 -20 -21 -22 22 -24 24 25 -27 -28 28 -30 -31 leaf_value=0.0069725817354387319 -0.0009908926080076587 0.00016337289641708906 0.00063031557177239874 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20.311988128582016 263.72882680641487 178.66662655724213 370.16687086818274 6.4066449741367277 7.2989227401558292 2.8708105385303497 68.496593417949043 90.829878681222908 28.374457052093931 14.35981857893057 leaf_count=17820 55900 33770 17195 10409 772 37447 136714 2982 37416 4171 29240 42466 9665 1984 3669 15897 10316 1532 4322 10656 57480 97730 196056 3525 1169 1587 25211 35154 6264 2661 internal_value=0 0.00517133 -0.00258005 -0.00300005 -0.00100348 0.00697246 -0.00358554 0.00196618 -0.00407352 -0.00435983 -0.00113524 -0.00658735 0.00403983 0.0048239 2.92212e-05 -0.000347654 0.00259767 0.00833653 -0.000491704 -0.000298327 0.0084784 -0.0044989 -0.00492867 -0.00377449 0.000427979 0.00502442 4.58741e-05 0.000805333 -7.6165e-05 -0.00110803 internal_weight=0 927.655 1876.85 1579.66 358.193 593.908 1221.47 333.746 1018.61 896.259 202.856 55.906 155.214 230.634 302.287 297.194 90.1607 363.274 244.174 236.742 354.412 874.437 548.833 325.603 16.5764 10.1697 216.43 147.934 133.564 105.19 internal_count=911180 172996 738184 666387 141584 116263 524803 56733 478368 440952 46435 43238 22963 39431 98346 71797 13298 76832 87937 83615 75300 436781 293786 142995 6281 2756 72959 47748 44079 37815 is_linear=0 shrinkage=0.01 Tree=546 num_leaves=31 num_cat=0 split_feature=12 12 12 1 1 12 12 12 12 12 1 12 12 12 12 12 12 1 1 5 12 3 1 3 2 1 1 5 12 12 split_gain=1050.86 193.416 104.886 17.0808 15.5082 11.4023 10.4009 8.88826 7.808 7.09993 3.10304 1.79929 1.73279 1.3243 1.18095 1.16975 1.10212 1.09189 4.58919 1.07686 1.00644 0.913216 0.909028 0.88397 0.771572 1.06281 1.56958 1.50799 0.735158 0.703 threshold=0.011652591172605703 0.99473056197166454 3.4846319977077662e-05 -3.4999999999999996 -1.0000000180025095e-35 0.9999486804008485 0.65440738201141369 1.0372787642154437e-06 0.00042608799412840006 0.51461192965507518 -348.49999999999994 6.1143434777477532e-06 0.13270235061645502 0.97252115607261669 0.0019640936516224501 0.8784809708595277 0.0011766494717448501 -57.499999999999993 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0.106193 0.0591144 0.0200965 0.0180542 0.0105283 0.0102634 0.008279 0.00825305 0.00565585 0.00520551 0.00506258 0.00478602 0.00302084 0.00280796 0.0025716 0.00176347 0.00165564 0.00165517 0.0016104 0.00154876 0.00150089 0.00135408 0.00131811 0.00110286 0.00108891 0.00107913 0.00107258 threshold=1.0000000180025095e-35 0.015218299813568552 0.00014260681928130004 0.65440738201141369 0.51461192965507518 0.0011766494717448501 7.4335632689326312e-06 0.99473056197166454 0.068259380757808671 0.99473056197166454 0.0089773964136838514 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 1.5000000000000002 4.5000000000000009 3.5000000000000004 3.5000000000000004 0.091229193341869366 9.1954279923811565e-07 0.9756521002710028 0.0043998162727802515 0.99977076053619396 0.13453458306399482 0.8784809708595277 1.5000000000000002 4.5000000000000009 0.99989646673202526 0.18897357583045957 0.13270235061645502 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=4 2 6 8 10 11 14 26 17 24 -1 -4 23 18 -2 -10 -13 -3 -8 -16 -15 -14 -11 -7 -6 -18 -5 -9 -17 -12 right_child=1 3 5 7 9 12 13 27 15 22 29 16 21 20 19 28 25 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010019484067407771 0.011146434870817044 0.010362872779880791 0.010575126980879047 0.010129131070996705 -0.0101759672506656 0.010415933160012564 0.010764612912534988 0.010088036784240938 0.010239478840871775 -0.01034660652219461 -0.010071754280986518 0.010741523953079602 0.010699229461886822 0.011177588656499211 0.011579099431667581 0.010384752516188154 0.010849885750504646 0.010484246267999127 0.010992008792435974 0.01139111957452041 0.01090265043928604 0.010578532158698768 -0.01049341822174815 0.01052737863959027 -0.010252135578493582 0.010994795111301565 0.010183032631556557 0.010054688085360357 0.01029612400596917 -0.010119627699887602 leaf_weight=1078.660972864076 6.8786517381668117 39.027223501354456 10.325770268216727 115.86643112404272 50.336556087248027 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230.541 125.113 1282.18 59.7747 100.185 48.4868 28.9735 159.931 49.4489 70.6106 21.6297 22.0949 26.8572 44.2463 31.2589 55.9388 93.8545 29.3128 172.321 736.077 58.3359 203.523 internal_count=911180 169666 4125 165541 741514 3246 879 155807 9734 7489 734025 970 2276 596 283 7569 752 2165 296 205 300 860 1052 1416 6437 412 14839 140968 2186 33585 is_linear=0 shrinkage=0.01 Tree=548 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 12 12 10 12 10 12 12 2 12 2 12 2 10 10 2 2 10 6 12 10 10 2 6 split_gain=2837.18 0.914207 0.145351 0.103026 0.0573644 0.0226838 0.0201748 0.0170001 0.0122293 0.0120774 0.0102162 0.00945341 0.00887503 0.00800942 0.005256 0.00522987 0.00459192 0.00377633 0.00360338 0.00344216 0.00318906 0.00283382 0.00272295 0.00246784 0.00233148 0.00230996 0.00223943 0.00198844 0.00181076 0.00177694 threshold=1.0000000180025095e-35 0.015218299813568552 0.00014260681928130004 0.65440738201141369 0.51461192965507518 3.1750000000000003 3.1450000000000005 0.0013712961226701001 4.0456557144352709e-06 3.2950000000000004 0.99473056197166454 3.1750000000000003 0.068259380757808671 0.0089773964136838514 0.028778467908902653 0.98755538463592529 0.023937770392229853 0.98755538463592529 0.034723896792862259 3.1750000000000003 2.5450000000000004 0.034723896792862259 0.040202020202020204 3.1750000000000003 28.500000000000004 0.0013712961226701001 1.0450000000000002 3.2950000000000004 0.034723896792862259 3.5000000000000004 decision_type=2 2 2 2 2 10 10 2 2 10 2 10 2 2 2 2 2 2 2 8 10 2 2 10 2 2 10 10 2 2 left_child=4 2 6 9 13 19 26 14 28 -3 23 15 21 -1 -7 -6 -10 -13 -9 25 -15 -11 -14 -5 -18 -4 -2 -12 -8 -20 right_child=1 3 5 10 11 7 8 18 16 12 27 17 22 20 -16 -17 24 -19 29 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010019290167312841 0.01063922985682296 0.010204559039738685 0.010635395665164662 0.010090990929637514 -0.010313119300264325 0.010648699009598583 0.011217291066971065 0.010475904379895843 0.010911177683920527 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209.39037007954903 16.41041275113821 28.229094628244638 leaf_count=700440 91 4305 186 7058 965 172 30 382 91 380 112695 5101 1496 2159 500 228 250 1195 494 650 31426 848 2705 7781 153 382 117 28273 147 480 internal_value=0 0.0102421 0.0108092 0.0101238 -0.0100502 0.0106361 0.0111663 0.010709 0.0112404 0.0103135 0.0100757 -0.0102556 0.0103621 -0.0100302 0.0108563 -0.0103922 0.0111489 -0.0101997 0.0106092 0.0104398 -0.010088 0.010474 0.0103119 0.0101453 0.0111925 0.0105181 0.0108117 0.0100594 0.0114509 0.0106484 internal_weight=0 1362.99 235.247 1127.74 1393.36 158.468 76.7786 115.554 63.5029 228.318 899.426 123.9 157.952 1269.46 46.6964 35.9855 44.2614 87.9142 68.8573 42.9144 201.516 48.8906 109.062 170.631 37.3952 24.3315 13.2757 728.796 19.2414 53.1839 internal_count=911180 169666 4125 165541 741514 3246 879 2028 671 9734 155807 7489 5429 734025 672 1193 494 6296 1356 1218 33585 1228 4201 14839 403 568 208 140968 177 974 is_linear=0 shrinkage=0.01 Tree=549 num_leaves=31 num_cat=0 split_feature=10 48 10 10 10 2 10 10 48 0 2 0 48 0 10 29 29 2 2 2 10 2 2 48 2 10 48 10 10 2 split_gain=354.974 44.4785 29.8392 16.2581 19.7047 15.3134 11.0455 8.2306 7.39798 6.24665 6.70391 5.11635 4.89748 4.3003 3.78432 3.28116 3.13241 2.85627 2.78028 3.12317 2.67076 4.33271 7.53324 3.68209 3.24051 2.90964 2.64813 4.41458 6.89491 5.05207 threshold=2.9750000000000005 1.0000000180025095e-35 3.8350000000000004 5.955000000000001 9.1600000000000019 0.012270400481782552 2.9750000000000005 2.9750000000000005 1.0000000180025095e-35 1.0000000180025095e-35 0.98936170212765973 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.3750000000000009 1.0000000180025095e-35 1.0000000180025095e-35 0.13712060166532367 0.76506899055918665 0.6401754385964914 6.4750000000000005 0.071750321750321713 0.091372912801484213 1.0000000180025095e-35 0.62532051282051293 7.6900000000000004 1.0000000180025095e-35 4.995000000000001 4.9850000000000012 0.25092592592592594 decision_type=10 2 10 10 10 2 8 8 2 2 2 2 2 2 10 2 2 2 2 2 10 2 2 2 2 10 2 10 10 2 left_child=1 6 8 5 16 11 15 -3 -2 10 14 -4 -6 17 -7 -1 18 -9 19 20 23 -22 -23 24 -5 -24 27 28 -16 -30 right_child=2 7 3 4 12 9 -8 13 -10 -11 -12 -13 -14 -15 26 -17 -18 -19 -20 -21 21 22 25 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0061115720990243287 0.0019602191551283338 0.0005789955119662835 0.00071679631585741413 -0.0068602900747224164 0.0041804505369330263 -0.0025871234307892448 0.0088406782791078473 0.0061233503050100351 -0.0011136420467770408 -0.0018680727046986342 0.0010946451134664801 -0.0024044573201357174 -0.0073760461110688614 0.0059753093837129848 -0.0045560427741319172 -0.00036383298695637516 -0.0062603671160784014 0.0016449129187889838 0.0026984580864030023 -0.0040542090442167531 -0.0010230606730319586 0.0093028844694441233 -0.00036271649610060619 -0.0001902953269024595 0.0087744935868841814 0.0036994526710072131 -0.004165771200703652 -0.0063453076492149853 0.0087477009496690055 -0.0079440768603715288 leaf_weight=265.64609593653586 162.04974262858741 133.70953050465323 97.231986591708846 15.578431830857882 3.9562768877949557 107.68971162685193 246.00118142890278 17.874677190673538 151.49326371611096 130.1685316717485 23.236822430510074 114.19848115358036 50.16597825003555 63.181276879971847 89.250349410634954 8.0626598020317015 7.7008427584078154 70.058802024461329 38.61955576192122 19.252096925280057 69.022097823093645 13.147336773923596 48.720013721846044 53.470058860722929 1.4489494881127019 27.634412495768629 517.92406466085231 173.37560122966534 7.0039295630995166 2.4467207749257796 leaf_count=49455 30893 24193 18156 9402 772 39095 55401 2982 39381 39926 4535 30403 42466 9665 38159 1656 4420 10316 6790 10530 24938 3498 16647 15761 96 6264 275158 97730 1150 1342 internal_value=0 0.00556227 -0.00234747 -0.00289672 -0.000985373 -0.00342464 0.00730292 0.00238617 0.000475034 -0.00391858 -0.00420841 -0.000969065 -0.00653128 0.00398519 -0.00434568 0.00592083 3.35115e-05 0.00255527 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0.00134655 0.00126507 0.00121312 0.001151 0.00113764 0.00166458 threshold=1.0000000180025095e-35 -4.4999999999999991 1.0000000180025095e-35 -66.499999999999986 -60.499999999999993 27.500000000000004 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -8.4999999999999982 -8.4999999999999982 -95.499999999999986 -82.499999999999986 -178.49999999999997 28.500000000000004 -147.49999999999997 -143.49999999999997 1.0000000180025095e-35 -32.499999999999993 -18.499999999999996 1.0000000180025095e-35 -32.499999999999993 -30.499999999999996 -61.499999999999993 -62.499999999999993 1.0000000180025095e-35 1.0000000180025095e-35 -9.4999999999999982 -212.49999999999997 -218.49999999999997 decision_type=2 8 2 10 10 10 8 2 2 10 10 10 10 10 10 10 10 2 8 10 2 10 10 8 8 2 2 8 10 10 left_child=6 2 3 11 5 -5 -1 -3 9 18 21 13 -13 28 -11 20 17 -17 -6 -20 -15 -4 -23 24 -7 -18 -8 -21 29 -2 right_child=1 7 10 4 8 23 26 -9 -10 14 -12 12 -14 15 -16 16 25 -19 19 27 -22 22 -24 -25 -26 -27 -28 -29 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4.3164917053654781 24.530351235531278 0.53576930612325657 21.346999940462414 5.8847318161278963 2.5830391901545218 13.852215158287438 9.8941650935448688 12.351965412497519 3.6446936698630443 0.87100237049162288 84.703420518082567 0.92072943411767383 18.194115945603698 3.3852495346218339 leaf_count=596207 5581 66633 14478 4702 6402 3509 120464 50962 24 10 39 3050 4121 330 40 406 967 9 1891 238 71 2569 778 1425 164 67 24843 61 1019 120 internal_value=0 0.0102407 0.0103583 0.0103989 0.0103433 0.0102419 -0.0100499 0.0101047 0.0103995 0.0103958 0.0102472 0.0104409 0.0104113 0.0104632 0.0107802 0.0105278 0.0104878 0.0102266 0.0103916 0.0103272 0.0106292 0.0102447 0.0101745 0.0102944 0.0103217 0.0105377 -0.0100768 0.0104935 0.0104423 0.0104542 internal_weight=0 1346.72 722.27 529.048 227.714 81.1403 1376.54 624.445 146.574 145.387 193.223 301.333 129.634 171.699 1.57355 42.1564 30.2536 4.85226 143.813 28.1525 11.9028 192.272 23.7464 53.0571 40.7052 25.4014 355.202 6.80546 129.543 111.349 internal_count=911180 169666 52071 34207 18466 9800 741514 117595 8666 8642 17864 15741 7171 8570 50 1850 1449 415 8592 2190 401 17825 3347 5098 3673 1034 145307 299 6720 5701 is_linear=0 shrinkage=0.01 Tree=551 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 3 6 6 6 0 6 6 2 2 3 12 2 12 3 12 12 0 1 6 split_gain=2774.37 0.865624 0.13774 0.0976026 0.0544345 0.0184195 0.0166071 0.00969639 0.00942939 0.00762579 0.00759188 0.00523424 0.00479105 0.00463266 0.00441994 0.00295471 0.00278022 0.00236423 0.00200586 0.00191047 0.00163759 0.00153793 0.001533 0.00143831 0.00139393 0.00125582 0.00124966 0.00118438 0.00147327 0.00101516 threshold=1.0000000180025095e-35 0.015218299813568552 0.00014260681928130004 0.65440738201141369 0.51461192965507518 0.0011766494717448501 7.4335632689326312e-06 0.99473056197166454 0.068259380757808671 0.99473056197166454 0.0089773964136838514 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 3.5000000000000004 0.034723896792862259 0.023937770392229853 0.091229193341869366 9.1954279923811565e-07 0.028778467908902653 0.99977076053619396 0.13453458306399482 0.0043998162727802515 0.8784809708595277 1.0000000180025095e-35 -11.499999999999998 4.5000000000000009 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 2 2 2 2 8 2 left_child=4 2 6 8 10 11 14 29 17 26 -1 -4 24 20 -2 18 -10 -3 -13 -15 -8 -16 -14 -11 -7 -24 -6 28 -22 -5 right_child=1 3 5 7 9 12 13 -9 16 23 -12 15 22 19 21 -17 -18 -19 -20 -21 27 -23 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010018905612466586 0.011112245774981672 0.0103527681003945 0.010557534364096679 0.010125483855254967 -0.010171231712088936 0.010403521431384542 0.010741077629962516 0.010058064152665542 0.010232807884341652 -0.010337171623407105 -0.01008652944173089 0.010618654978428333 0.010462687514347707 0.010878191855651372 0.011533347501759527 0.010638675452222227 0.010320668837971255 0.010470775997647295 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internal_value=0 0.0102384 0.0107946 0.0101217 -0.0100494 0.0106246 0.0111449 0.0100742 0.010308 -0.0102514 -0.0100297 0.0107653 0.0105405 0.0110302 0.0113365 0.0108086 0.0102649 0.0104056 0.0108447 0.011119 0.0109198 0.0114061 0.0106193 -0.0103886 0.0104781 0.010642 -0.0102057 0.0109633 0.0110266 0.0101427 internal_weight=0 1333.61 231.271 1102.34 1362.91 155.693 75.5787 878.306 224.037 121.523 1241.39 58.2146 97.478 47.2751 28.3036 48.1815 155.377 68.6597 39.741 26.2043 21.0708 21.5954 43.0867 30.3916 54.3913 37.628 91.1312 16.9471 10.7711 167.199 internal_count=911180 169666 4125 165541 741514 3246 879 155807 9734 7489 734025 970 2276 596 283 752 7569 2165 590 300 296 205 860 1052 1416 725 6437 227 137 14839 is_linear=0 shrinkage=0.01 Tree=552 num_leaves=31 num_cat=0 split_feature=11 1 6 6 2 2 2 6 0 1 0 2 6 1 6 2 1 1 6 6 1 2 2 1 6 2 1 1 6 6 split_gain=2746.37 0.202826 0.0782022 0.020142 0.0132612 0.0106354 0.00842958 0.00759815 0.00720763 0.00665221 0.00541663 0.00506625 0.00469279 0.00352318 0.00336952 0.00309964 0.00279391 0.00256921 0.00247334 0.0040834 0.00234144 0.00219844 0.00311131 0.00214375 0.0021348 0.00205977 0.00189179 0.00213046 0.0022911 0.00168857 threshold=1.0000000180025095e-35 -4.4999999999999991 30.500000000000004 2.5000000000000004 0.93235294117647072 0.091372912801484213 0.76506899055918665 9.5000000000000018 1.0000000180025095e-35 -70.499999999999986 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 -60.499999999999993 158.50000000000003 0.087337909992372217 -8.4999999999999982 -1.0000000180025095e-35 15.500000000000002 16.500000000000004 -8.4999999999999982 0.19526212503504348 0.27207792207792209 -32.499999999999993 1813.0000000000002 0.98936170212765973 -133.49999999999997 -371.49999999999994 49.500000000000007 1.5000000000000002 decision_type=2 8 2 2 2 2 2 2 2 10 2 2 2 10 2 2 10 8 2 2 10 2 2 10 2 2 10 10 2 2 left_child=12 2 3 5 9 15 8 -3 -7 10 11 -5 17 -11 26 29 -10 -1 -13 21 -15 -20 -23 -16 -9 -14 27 28 -4 -2 right_child=1 7 14 4 -6 6 -8 24 16 13 -12 18 25 20 23 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.01005512145610574 0.010195659318195476 0.010086127887537889 0.010918366773142401 0.010289522879060539 0.010135515938372634 0.010375575463117896 0.010184484632274069 0.010175257892977001 0.010243750540030452 0.010255083020152303 0.010271622014951146 0.01049702966105291 -0.010028044984214069 0.010395763692262337 0.010649128341069673 0.010039239711512731 0.010937480963684083 -0.010098290071448605 0.010462967178131239 0.010561888367898524 0.011054550843467759 0.011242927175933445 0.010583551932873218 0.01037002743517355 0.010965689833203006 -0.010134097444033771 0.01049787892793883 0.010619948217329367 0.010180524090695165 0.010319721480820243 leaf_weight=454.17883574962616 126.45068649761379 501.63639548560604 0.52278378745541276 9.1135039925575239 18.277397160418332 124.04833268839866 50.419439713936299 110.21935466723517 70.779666259419173 26.120766147039831 10.925962717272339 42.625833422876894 678.45639839197975 38.735514084808528 42.171794330701232 12.055395992472766 0.58533870615064998 197.95908457715996 0.86651561409235256 17.757021241355687 0.54712199838831921 2.2108872933313255 1.05809412850067 2.9441495183855286 0.34275016328319807 18.821847599581815 69.021373332478106 27.047435851301998 2.1581075498834252 12.013095048256217 leaf_count=203605 12912 102759 9 559 2668 6797 5395 14815 6749 2167 887 1684 468317 1896 1456 3207 17 64428 32 598 13 32 38 160 21 5164 2994 863 168 770 internal_value=0 0.010236 0.0103512 0.0102981 0.0103898 0.0102592 0.0102998 0.0101027 0.0103295 0.0104208 0.0104794 0.0105102 -0.0100489 0.0103451 0.0105593 0.010193 0.0102494 -0.0100682 0.0105414 0.0106278 0.0104049 0.0109108 0.0110295 0.0106309 0.0101777 -0.0100309 0.0105266 0.0105933 0.0103244 0.0102064 internal_weight=0 1320.65 708.456 564.591 168.239 396.352 245.833 612.199 195.413 149.961 84.5578 73.6319 1349.42 65.4034 143.866 150.519 71.365 652.138 64.5184 21.8925 39.2826 4.1355 3.26898 45.1159 110.562 697.278 98.7497 29.7283 2.68089 138.464 internal_count=911180 169666 52071 46421 10574 35847 18958 117595 13563 7906 3830 2943 741514 4076 5650 16889 6766 268033 2384 700 1909 102 70 1616 14836 473481 4034 1040 177 13682 is_linear=0 shrinkage=0.01 Tree=553 num_leaves=31 num_cat=0 split_feature=12 12 12 1 1 12 12 12 12 12 1 12 12 12 12 12 12 1 12 12 3 3 12 6 3 3 4 6 3 4 split_gain=978.333 182.695 99.7446 16.1679 14.7193 11.0462 9.7053 8.66432 7.27594 6.5724 3.01245 1.72607 1.60915 1.23012 1.10011 1.09786 1.04051 0.981996 0.945478 0.919282 0.857964 0.827885 0.649571 0.62881 0.596104 0.511643 0.509047 0.47599 0.474585 0.997119 threshold=0.011652591172605703 0.99473056197166454 3.4846319977077662e-05 -3.4999999999999996 -1.0000000180025095e-35 0.99997490644454967 0.65440738201141369 1.0372787642154437e-06 0.00042608799412840006 0.51461192965507518 -348.49999999999994 6.1143434777477532e-06 0.13270235061645502 0.97252115607261669 0.8784809708595277 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10024 2943 7568 16642 1951 10836 21985 9074 5532 8012 5157 67 17436 2527 6075 27 11688 4079 internal_value=0 0.00575275 -0.00643059 -0.00288564 0.00196584 0.0092184 0.00292053 -0.00867833 -0.00198139 -0.000351955 -0.00740794 -0.00676421 0.00190577 0.00157722 0.00495054 -0.000852573 -0.00656665 0.0070036 -0.00363436 0.00615069 -0.00434878 -0.00519809 -0.00210752 0.00561066 -0.00759276 -0.000219917 0.000859712 0.00767329 0.00124017 0.000440973 internal_weight=0 1392.06 1251.8 485.734 665.199 726.862 471.14 766.061 389.943 194.059 315.65 220.088 314.119 92.4581 157.021 231.709 95.7905 171.924 158.235 75.6171 85.3385 35.162 101.601 96.8079 117.36 125.604 66.6631 96.3066 168.444 51.5597 internal_count=911180 203862 707318 136692 61842 142020 37969 570626 101160 23873 192487 136418 26298 9266 11671 43197 35532 23110 57963 12247 35978 9963 14607 7635 81524 19169 6323 10863 16274 4586 is_linear=0 shrinkage=0.01 Tree=554 num_leaves=31 num_cat=0 split_feature=12 12 12 1 1 12 12 12 12 12 1 12 12 12 12 12 12 1 12 12 3 3 12 6 3 3 6 3 3 6 split_gain=963.897 182.091 99.5345 15.9855 14.4463 11.2214 9.5678 8.78441 7.1541 6.44499 3.03675 1.73092 1.57974 1.2083 1.09102 1.07668 1.03964 0.984134 0.933794 0.916331 0.847271 0.779351 0.638138 0.618922 0.599243 0.501494 0.470111 0.465204 0.423734 0.402514 threshold=0.011652591172605703 0.99473056197166454 3.4846319977077662e-05 -3.4999999999999996 -1.0000000180025095e-35 0.99997490644454967 0.65440738201141369 1.0372787642154437e-06 0.00042608799412840006 0.51461192965507518 -348.49999999999994 6.1143434777477532e-06 0.13270235061645502 0.97252115607261669 0.8784809708595277 0.0019640936516224501 0.0006371206545736001 -380.49999999999994 0.00014260681928130004 0.99894970655441295 0.8185736677115989 0.26944684528954194 0.13270235061645502 455.50000000000006 0.78297101449275375 0.8577380952380953 786.50000000000011 0.37529342723004699 0.50952467343976793 37.500000000000007 decision_type=2 2 2 8 8 2 2 2 2 2 10 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 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14.642728726379575 69.341711134882644 51.045989680103958 56.011661158991046 549.59800103842281 60.126497406512499 94.801720103947446 106.06509080447722 66.653585182502866 90.428926280990709 102.34757587977219 145.58362105069682 25.764191512484103 95.519508978351951 105.43942474748474 12.455147835076785 95.365780018735677 72.824198215384968 51.963059399509802 10.241121965111232 31.846453818841837 45.532927167136222 0.98656419012695451 26.219475070713088 20.157334701158106 0.38108854368328948 116.86513030796777 8.7146235895343107 5.5616145713720462 leaf_count=378139 4586 2240 30446 22326 9450 118910 4036 56069 24028 6323 64088 54894 10024 2943 7568 16642 2612 10836 21985 9074 3663 10594 5157 67 17436 2527 27 11688 933 1869 internal_value=0 0.00572341 -0.00640094 -0.00286128 0.00194798 0.0092051 0.00289447 -0.00865944 -0.00196317 -0.000348609 -0.00737738 -0.00673013 0.00188744 0.00156214 0.00491325 -0.00084422 -0.00653134 0.00696846 -0.00360411 0.00611329 -0.00431516 -0.00541047 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0.99766892194747936 3.4846319977077662e-05 0.78322452306747448 -3.4999999999999996 -390.49999999999994 1.0372787642154437e-06 0.99997490644454967 0.00042608799412840006 -1.0000000180025095e-35 -348.49999999999994 0.18897357583045957 6.1143434777477532e-06 0.2688089013099671 0.0019640936516224501 0.0011766494717448501 0.97252115607261669 455.50000000000006 0.00014260681928130004 2.5000000000000004 26.500000000000004 0.8185736677115989 0.26944684528954194 2.5000000000000004 88.500000000000014 3.5000000000000004 -208.49999999999997 212.50000000000003 1.5000000000000002 0.97252115607261669 decision_type=2 2 2 2 8 10 2 2 2 8 10 2 2 2 2 2 2 2 2 10 2 2 2 10 2 10 10 2 2 2 left_child=2 3 6 5 8 13 -1 26 18 17 -8 25 -12 27 -10 -6 -11 19 21 29 -21 -4 -17 -13 -22 -7 -3 28 -2 -5 right_child=1 7 4 9 15 11 10 -9 14 16 12 23 -14 -15 -16 22 -18 -19 -20 20 24 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.009553038558283853 -0.0018867517357623624 0.0065757830844039291 -0.0047558608669294716 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14.41430435003713 2.6346520348452023 15.788196518318726 24.898676426382735 15.108869847143067 1.8121017897501586 11.803760076640172 64.529749799054116 4.3369971648789933 30.783304335665889 50.112709624227136 leaf_count=378139 5526 12076 30446 5314 25569 16744 56069 118910 24028 3855 81524 8968 54894 5035 19169 1951 4479 100 21985 1145 169 5532 8012 1107 110 1496 7811 716 5830 4471 internal_value=0 0.005694 -0.00637122 0.00208695 -0.00283708 0.00103511 -0.00864036 0.00934504 -0.0019451 0.00433895 -0.00734666 0.00201594 -0.00669595 -0.00159929 -0.000835945 -0.00649592 0.00239506 0.00539254 -0.0035741 0.0054754 0.00349122 -0.00428184 -0.00512399 0.00291488 -0.000321712 0.00132523 0.00720735 -0.00248236 -0.00270709 0.00577982 internal_weight=0 1378.54 1238.41 693.448 484.23 472.677 754.178 685.095 389.319 220.771 311.969 344.438 217.918 128.239 231.616 94.9112 77.5992 143.172 157.703 141.798 18.8611 84.9499 34.946 149.66 4.44675 194.778 140.783 77.4021 73.0651 122.937 internal_count=911180 203862 707318 65065 136692 45422 570626 138797 101160 19643 192487 28315 136418 17107 43197 35532 8334 11309 57963 11209 1424 35978 9963 10075 279 18240 19887 12072 11356 9785 is_linear=0 shrinkage=0.01 Tree=556 num_leaves=31 num_cat=0 split_feature=12 12 12 12 1 1 12 12 12 10 1 10 10 1 10 10 10 12 10 1 10 10 1 1 12 10 12 10 19 10 split_gain=935.571 181.001 99.0836 16.1635 15.6223 11.9759 9.02662 8.23632 6.91602 6.29368 4.46924 7.02319 3.48561 3.08467 2.37192 2.31327 2.24654 2.10081 2.08182 2.29203 2.05212 1.56854 2.75152 2.5246 1.29475 1.29439 1.15698 1.06207 1.0434 1.01808 threshold=0.011652591172605703 0.99766892194747936 3.4846319977077662e-05 0.78322452306747448 -3.4999999999999996 -390.49999999999994 1.0372787642154437e-06 0.99997490644454967 0.00042608799412840006 6.5450000000000008 -1.0000000180025095e-35 2.3850000000000002 8.2700000000000014 -348.49999999999994 4.9450000000000012 5.285000000000001 6.0450000000000008 0.18897357583045957 2.1250000000000004 -380.49999999999994 3.9650000000000003 6.1150000000000011 -60.499999999999993 -53.499999999999993 5.4143545185070261e-06 5.2250000000000005 0.94052824378013633 3.2650000000000001 1.0000000180025095e-35 5.7250000000000005 decision_type=2 2 2 2 8 10 2 2 2 8 8 10 8 10 10 8 10 2 10 10 10 10 8 10 2 10 2 10 2 10 left_child=2 3 6 5 8 9 -1 18 15 14 21 -12 20 -8 -2 -4 24 -7 -3 27 -6 26 -23 -24 -15 -10 -5 -20 -18 -16 right_child=1 7 4 10 12 17 13 -9 25 -11 11 -13 -14 16 29 -17 28 -19 19 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0095450736873894711 -0.001742766630124479 0.0089652822834077207 -0.0044572742159638811 0.0047512513247085523 -0.0049306457387253266 0.0013121699359376108 -0.0088359898789024081 0.0098945617496633866 -0.001294946159564899 0.003911510461955185 0.0065862773816862509 0.00022325980612530389 0.0011320722943517355 -0.0079380882087351189 -0.0062868840401191497 -0.0019350809882706813 -0.0046786354284965182 0.0028881137472216091 0.0062149820044549485 0.0075093109522310908 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internal_value=0 0.00566472 -0.00634136 0.00206823 -0.00281299 0.00102523 -0.00862104 0.00933324 -0.00192715 -0.00158411 0.00430533 0.00237283 -0.00646043 -0.00731566 -0.00247759 -0.00354419 -0.00666151 0.00199666 0.00717267 0.00634346 -0.00694634 0.00535524 0.00333443 -0.00217358 -0.0070869 -0.000827732 0.00589906 0.0042904 -0.0042262 -0.00540537 internal_weight=0 1371.87 1231.84 692.734 483.501 472.461 748.34 679.132 389.02 128.174 220.273 77.5434 94.4806 310.167 110.25 157.445 216.86 344.287 140.053 95.7583 88.7977 142.73 30.2653 6.97834 184.613 231.575 112.464 34.6825 32.2469 22.1193 internal_count=911180 203862 707318 65065 136692 45422 570626 138797 101160 17107 19643 8334 35532 192487 15479 57963 136418 28315 19887 10826 35079 11309 2364 448 118397 43197 8945 4150 18021 5625 is_linear=0 shrinkage=0.01 Tree=557 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 3 6 6 6 6 6 6 12 3 3 12 12 5 3 12 12 12 3 3 split_gain=2665.44 0.856451 0.123696 0.111935 0.0543453 0.0183759 0.0134569 0.0133945 0.0089311 0.00802809 0.00726053 0.0050691 0.00455381 0.00449925 0.00388399 0.00277011 0.00258191 0.00245554 0.00182055 0.00163629 0.00156316 0.00154447 0.00125447 0.00117536 0.0011345 0.00108915 0.00095696 0.000953334 0.000948953 0.00101865 threshold=1.0000000180025095e-35 0.0089773964136838514 0.00014260681928130004 0.65440738201141369 0.51461192965507518 7.4335632689326312e-06 0.0011766494717448501 0.068259380757808671 0.99473056197166454 0.99473056197166454 0.0089773964136838514 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 2.5000000000000004 7.5000000000000009 4.5000000000000009 3.5000000000000004 9.1954279923811565e-07 0.091229193341869366 0.9756521002710028 0.99977076053619396 0.8784809708595277 1.5000000000000002 0.13453458306399482 4.5118455091142102e-05 0.13270235061645502 0.18897357583045957 0.96999699969997011 1.0000000180025095e-35 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=4 2 5 7 10 13 11 15 -5 22 -1 -4 19 -2 24 -3 -9 -13 -15 -7 25 -11 -6 -19 -8 -14 -12 -18 29 -16 right_child=1 3 6 8 9 12 14 16 -10 21 26 17 20 18 28 -17 27 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010018193145282427 0.011125507014053555 0.01036989079907636 0.010551510510584557 0.010137807216137149 -0.010169510670180109 0.010741204270195993 0.010403953685753354 0.010227002236190665 0.01005493783021987 -0.01033842822664254 -0.01006844896123444 0.010713258465579727 0.011202669274356399 0.01155817418889035 0.010451886426839273 0.010484998572402185 0.010365716873887905 0.010815946798356922 0.011359822666126429 0.010963267728536175 0.01087010522173611 -0.010486527675779669 -0.010244226777680592 0.010955183625972618 0.010520611349042523 0.011066773014744777 -0.010114758685925627 0.010280198100762706 0.010471715129138066 0.010661072034183306 leaf_weight=994.64253772422671 6.7708038948476341 56.418970421887934 9.933832783251999 161.2680680770427 48.308190640527755 4.1261490769684341 12.432472497224806 96.155117351096123 671.8703113021329 19.542048523202542 124.03923800657503 19.433712434023619 13.101004824042326 6.6758323758840588 2.5259039718657723 33.215129622258246 21.053415931761265 19.491597998887304 15.080057471990584 16.946394462138414 2.3298983834683886 11.008244149386881 42.015896067023277 8.7996973954141122 25.302627768367529 10.725947376340626 69.693723913049325 34.22742355754599 3.5186835024505845 29.693532414734364 leaf_count=700440 78 1935 218 14839 4000 69 373 5383 140968 749 24911 340 140 58 66 840 702 298 147 227 32 303 2437 114 593 128 8674 1484 85 549 internal_value=0 0.0102394 0.0108285 0.0101259 -0.0100496 0.0111502 0.0106427 0.0103157 0.010071 -0.0102517 -0.0100291 0.010757 0.0110292 0.0113506 0.0105529 0.0104125 0.0102583 0.0107998 0.0114207 0.0109198 0.0111173 -0.0103918 -0.0102043 0.0108593 0.0104822 0.0111415 -0.0100851 0.0103128 0.0106276 0.0106447 internal_weight=0 1281.1 206.888 1074.21 1309.25 75.7561 131.132 241.07 833.138 120.874 1188.38 57.6588 47.2294 28.5267 73.4732 89.6341 151.436 47.725 21.7559 21.0725 26.1569 30.5503 90.3241 28.2913 37.7351 23.827 193.733 55.2808 35.7381 32.2194 internal_count=911180 169666 3515 166151 741514 879 2636 10344 155807 7489 734025 970 596 283 1666 2775 7569 752 205 296 300 1052 6437 412 966 268 33585 2186 700 615 is_linear=0 shrinkage=0.01 Tree=558 num_leaves=31 num_cat=0 split_feature=11 48 6 6 6 5 5 5 19 19 5 6 6 5 6 5 5 6 6 6 25 5 6 6 48 6 5 19 6 5 split_gain=2638.53 0.140298 0.070038 0.0219605 0.0167528 0.0119832 0.0119142 0.00941814 0.00750091 0.00748582 0.0064984 0.00460811 0.00386546 0.00360732 0.00428212 0.0027348 0.00258668 0.00288908 0.00182661 0.00172254 0.0015939 0.00158243 0.00148239 0.00253172 0.00136336 0.00122671 0.00132642 0.00105844 0.0024012 0.0010575 threshold=1.0000000180025095e-35 1.0000000180025095e-35 30.500000000000004 9.5000000000000018 2.5000000000000004 6.5000000000000009 5.5000000000000009 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 158.50000000000003 3.5000000000000004 14.500000000000002 2.5000000000000004 1.5000000000000002 1.5000000000000002 1813.0000000000002 16.500000000000004 1.0000000180025095e-35 4.5000000000000009 25.500000000000004 15.500000000000002 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 47.500000000000007 1.5000000000000002 decision_type=2 2 2 2 2 10 8 10 2 2 10 2 2 10 2 8 10 2 2 2 2 10 2 2 2 2 10 2 2 8 left_child=11 3 4 8 15 10 13 9 25 20 12 24 -4 22 -15 16 17 -3 27 -16 -5 -17 23 -6 -1 26 -2 -9 -29 -24 right_child=1 2 5 7 6 -7 -8 18 -10 -11 -12 -13 -14 14 19 21 -18 -19 -20 -21 -22 -23 29 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.010087303116611714 0.010088931688049021 0.010252904549566233 0.010483606969379706 0.010185042000772413 0.010381151550785821 0.01158919113171651 0.010082724862617836 0.010400225208787929 0.010332868412479943 0.010503669127184848 0.010756712381593212 -0.010030860502207216 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18904 3271 13691 5035 11 2312 1807 832 361 340 473481 1319 282 30 1385 11290 1156 7 48 9 538 397 1108 178334 16514 2612 60 19 574 internal_value=0 0.0102369 0.0103457 0.0101353 0.010292 0.0105584 0.0103821 0.0102506 0.0101062 0.0102108 0.010549 -0.0100492 0.0105234 0.0104095 0.0106017 0.010254 0.0102459 0.0102636 0.01043 0.0108942 0.0101871 0.0103527 0.0103954 0.0104067 -0.0100686 0.0100999 0.0100926 0.0104207 0.0106385 0.0102895 internal_weight=0 1268.65 612.954 655.694 489.346 123.609 145.212 131.963 523.731 108.016 122.491 1296.29 109.08 133.03 9.09813 344.134 318.18 229.814 23.947 3.22779 99.9424 25.9534 123.932 111.974 628.686 509.526 416.594 23.6826 2.03965 11.9573 internal_count=911180 169666 48000 121666 43059 4941 9786 15954 105712 14061 4930 741514 4590 7474 360 33273 31350 20060 1893 78 13700 1923 7114 6143 268033 104880 88366 1886 79 971 is_linear=0 shrinkage=0.01 Tree=559 num_leaves=31 num_cat=0 split_feature=12 12 12 12 1 1 12 12 12 10 1 10 10 1 10 10 10 10 1 12 10 10 10 1 1 5 12 5 12 2 split_gain=902.975 176.882 96.9338 15.5871 15.1505 11.4985 8.98749 8.20506 6.66783 6.04445 4.3229 6.78336 3.37464 3.05259 2.29197 2.19729 2.19179 2.05563 2.23933 2.01976 2.01494 1.51988 1.51682 2.64868 2.44111 1.48241 1.2777 1.13607 1.13009 1.04537 threshold=0.011652591172605703 0.99766892194747936 3.4846319977077662e-05 0.78322452306747448 -3.4999999999999996 -390.49999999999994 1.0372787642154437e-06 0.99997490644454967 0.00032736793218645006 6.5450000000000008 -1.0000000180025095e-35 2.3850000000000002 8.2700000000000014 -348.49999999999994 4.9450000000000012 6.0450000000000008 5.705000000000001 2.1250000000000004 -380.49999999999994 0.18897357583045957 3.9650000000000003 5.2250000000000005 6.1150000000000011 -60.499999999999993 -53.499999999999993 2.5000000000000004 5.4143545185070261e-06 6.5000000000000009 0.94052824378013633 0.96213569039656011 decision_type=2 2 2 2 8 10 2 2 2 8 8 10 8 10 10 10 8 10 10 2 10 10 10 8 10 10 2 8 2 2 left_child=2 3 6 5 8 9 -1 17 16 14 22 -12 20 -8 -2 26 -4 -3 -19 -7 -6 -10 28 25 -25 -24 -15 -16 -5 -27 right_child=1 7 4 10 12 19 13 -9 21 -11 11 -13 -14 15 27 -17 -18 18 -20 -21 -22 -23 23 24 -26 29 -28 -29 -30 -31 leaf_value=-0.0095357923991581904 -0.0017243468002774943 0.0089448652743467482 -0.0043920813194219368 0.0047113033168596505 -0.0048916025125844316 0.0012985077141684062 -0.0088153231626434472 0.0098900123164516827 -0.0014115684095760512 0.0038747481193742738 0.0065453962520163993 0.00022091447437142821 0.0011190650057145513 -0.0079068718839262093 -0.0057899795200274063 -0.0041889603574653527 -0.0014483632192431087 0.0042542661922962575 0.0074729900412536156 0.002859355436362183 -0.008062436674005774 0.00034032788856965364 0.0068456364697994003 -0.0090515649083707933 0.0030355000310367244 0.0032409991651755942 -0.0062218801176507953 0.007011722100958853 0.0067548535939158947 -0.0059508989578658479 leaf_weight=425.60921289259568 86.398224156815559 43.074986165156588 103.51734102226328 48.242632994428277 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0.0058576 0.00152135 internal_weight=0 1338.31 1201.45 678.426 473.464 463.035 727.982 659.88 381.278 125.562 215.391 75.9233 92.186 302.372 108.013 211.62 136.989 136.55 93.4753 337.474 86.614 244.289 139.468 29.5919 6.81732 22.7746 180.063 21.6145 109.876 8.13542 internal_count=911180 203862 707318 65065 136692 45422 570626 138797 101160 17107 19643 8334 35532 192487 15479 136418 53069 19887 10826 28315 35079 48091 11309 2364 448 1916 118397 5625 8945 637 is_linear=0 shrinkage=0.01 Tree=560 num_leaves=31 num_cat=0 split_feature=10 1 10 10 10 2 1 1 10 10 1 1 0 2 1 0 5 1 5 2 10 1 0 1 2 1 1 5 5 5 split_gain=310.377 49.654 25.7497 14.2994 17.2751 13.5259 11.5208 10.0773 9.54359 7.92512 7.74803 6.27413 5.5065 5.94538 4.35019 4.10309 3.43975 3.24755 3.45825 3.16872 3.14049 2.71835 2.53934 2.50366 2.50173 2.48353 2.744 2.69777 3.28299 5.59794 threshold=2.9750000000000005 -1.0000000180025095e-35 3.8350000000000004 5.955000000000001 9.1600000000000019 0.012270400481782552 -71.499999999999986 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67.684494578628801 3.0050305252079843 7.1911278388579367 8.6529128472902794 leaf_count=26780 5871 48524 11209 9214 772 245968 9917 25060 53671 2987 6277 1774 39926 4535 42466 9961 206666 5854 316 8764 6170 2981 15034 9869 39343 38274 25870 307 4945 1875 internal_value=0 0.00543215 -0.0022702 -0.00280094 -0.000938257 -0.00331449 4.51653e-05 0.000444663 0.00749276 0.00217463 -0.00092896 0.00319087 -0.00379837 -0.00408161 -0.00637563 0.00377078 -0.00421654 -0.000130872 -0.00513902 0.00240337 -0.00366323 0.0015344 0.00050508 -0.00545844 -0.00124376 -0.00129351 -0.00181623 -0.000616511 -0.000951413 -0.000342932 internal_weight=0 739.726 1787.08 1494.84 323.065 1171.78 273.584 292.233 453.105 286.621 197.601 81.6704 974.177 853.1 49.4814 149.173 831.381 33.5225 9.3403 88.8045 67.9815 73.2939 129.619 40.045 159.979 191.914 158.457 86.5336 83.5285 76.3374 internal_count=911180 153668 757512 687238 141584 545654 98346 70274 102195 51473 48559 17861 497095 457169 43238 24693 452634 7944 2090 14732 22316 11745 26243 16039 45214 80485 71271 32997 32690 27745 is_linear=0 shrinkage=0.01 Tree=561 num_leaves=31 num_cat=0 split_feature=12 12 12 12 48 12 12 48 12 29 48 29 12 48 12 12 12 19 39 12 19 12 5 12 5 6 3 12 3 5 split_gain=884.816 182.408 89.9286 16.1456 10.6807 8.39868 8.34171 7.26422 5.70646 2.52785 2.50037 2.09268 1.97587 1.86937 1.74725 1.33823 1.3081 0.956859 0.987188 0.946957 0.920279 0.911225 0.864439 0.819689 0.720939 0.717784 0.717051 0.744485 0.712794 0.66906 threshold=0.0089773964136838514 0.99766892194747936 2.9517374969145752e-05 0.78322452306747448 1.0000000180025095e-35 8.8294510192099562e-07 0.99997490644454967 1.0000000180025095e-35 0.00032736793218645006 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.2688089013099671 1.0000000180025095e-35 0.2688089013099671 5.1029428504989491e-06 0.00055606939713465011 1.0000000180025095e-35 1.0000000180025095e-35 0.0019640936516224501 1.0000000180025095e-35 0.97252115607261669 2.5000000000000004 1.3805868547933644e-05 3.5000000000000004 26.500000000000004 0.8185736677115989 0.00015983601042530003 0.8185736677115989 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 10 2 2 2 2 10 left_child=2 3 5 7 9 -1 -3 11 26 16 21 14 24 20 17 -15 -4 18 -2 -11 -7 -5 -12 -22 -9 -24 27 -6 -10 -14 right_child=1 6 4 10 8 13 -8 12 28 19 22 -13 29 15 -16 -17 -18 -19 -20 -21 23 -23 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0095712129883335061 -0.0024129223722439354 0.0070970551637096384 -0.0069805111851365545 0.0020927923666885693 -0.004569291432196837 -0.0086532067004261512 0.0098852910839564954 0.0014461041400081235 -0.0012210170556253477 -0.0036149818355210002 0.0055314968976604888 0.002204000837564917 0.0032586906281188237 -0.0075509659670370075 0.00027179855107544788 -0.0058700454792621204 -0.0047848602519264252 0.0011687471565650456 0.0052411987322677012 0.00095119370192113485 -0.0070789904410461148 0.0040636920884130536 0.0042964983798532324 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0.00491704 0.00380279 0.00347659 0.00283451 0.0024381 0.0020379 0.00202757 0.00189957 0.00179084 0.00176032 0.00171667 0.00169491 0.00158885 0.00146988 0.00137567 0.00122386 0.000959094 0.000919765 0.000919165 threshold=1.0000000180025095e-35 0.0089773964136838514 0.00014260681928130004 0.65440738201141369 0.51461192965507518 7.4335632689326312e-06 0.0011766494717448501 0.068259380757808671 0.99473056197166454 0.99473056197166454 0.0089773964136838514 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.4052965866540037e-06 0.9756521002710028 0.97156334231805941 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.1274226532550535e-05 0.96446608946608958 0.96999699969997011 0.99977076053619396 0.18897357583045957 1.5000000000000002 0.8784809708595277 0.51739261947973392 0.13270235061645502 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 2 10 2 2 2 10 left_child=4 2 5 7 10 14 11 17 -5 26 -1 -4 -7 -8 29 20 25 -3 -16 -9 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643.65527510433458 19.350153041072193 121.47873925964814 28.950275091454387 19.524555083364248 51.460658698342741 1.5898483805358399 4.0900539606809607 4.8908094279468051 63.064229739829898 13.532956823706625 42.808134344406426 18.122633947059512 9.0285076629370433 6.3047265391796818 7.0307731218636018 73.839524596463889 13.26140229962766 41.456911890301853 3.9431059621274471 68.413216620218009 3.506188564002513 leaf_count=700440 93 635 218 14839 4000 83 434 2004 140968 749 24911 469 221 1062 21 60 95 1798 139 1712 232 342 170 167 3853 188 2437 136 8674 30 internal_value=0 0.0102386 0.0108213 0.0101237 -0.0100494 0.0111438 0.0106335 0.0103097 0.0100688 -0.01025 -0.0100286 0.0107467 0.0110203 0.0105444 0.0113471 0.0110518 0.0107891 0.0104049 0.0112534 0.0102533 0.011077 0.0104274 0.0105792 -0.0103907 0.0102713 0.0108115 -0.0102021 -0.0104868 -0.0100839 0.0114535 internal_weight=0 1240.85 204.494 1036.35 1267.98 75.2791 129.215 235.99 800.364 119.313 1148.66 56.8793 46.8317 72.3355 28.4474 41.7372 47.1025 87.8831 15.1228 148.107 37.6472 72.0927 57.7654 30.324 116.648 42.2117 88.9887 10.9739 189.892 13.3246 internal_count=911180 169666 3515 166151 741514 879 2636 10344 155807 7489 734025 970 596 1666 283 513 752 2775 160 7569 453 2140 1232 1052 5565 657 6437 303 33585 123 is_linear=0 shrinkage=0.01 Tree=563 num_leaves=31 num_cat=0 split_feature=11 10 3 48 48 10 10 3 10 10 10 10 10 0 29 48 2 10 0 2 4 19 29 3 2 0 3 10 10 3 split_gain=2555.27 0.226569 0.031393 0.0295063 0.0152402 0.0213893 0.0167619 0.0152307 0.0143477 0.0125902 0.00878057 0.0070761 0.00671626 0.0065949 0.00568972 0.00504896 0.00452232 0.00393661 0.00262719 0.00251374 0.00248427 0.00231529 0.0022812 0.00225004 0.00222235 0.00226576 0.00212933 0.00212307 0.0056302 0.00272168 threshold=1.0000000180025095e-35 3.3950000000000005 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 9.7700000000000014 6.0550000000000006 0.974521259331386 1.0000000180025095e-35 3.1750000000000003 4.495000000000001 8.1200000000000028 8.8850000000000016 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.12560679611650488 5.955000000000001 1.0000000180025095e-35 0.087337909992372217 18.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.23271742593182543 1.0000000180025095e-35 1.0000000180025095e-35 4.995000000000001 4.9850000000000012 0.39415279556124627 decision_type=2 10 2 2 2 10 10 2 10 10 10 10 10 2 2 2 2 10 2 2 8 2 2 2 2 2 2 10 10 2 left_child=9 3 17 14 10 6 7 13 -5 15 21 18 16 20 -2 -1 19 -3 27 -8 -6 22 -4 -10 -18 -26 -11 28 -12 -29 right_child=1 2 4 8 5 -7 12 -9 23 26 11 -13 -14 -15 -16 -17 24 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 29 -30 -31 leaf_value=-0.010180120226646166 0.010058145189337668 0.010260950498505091 0.010199034068317432 0.010127259659345911 0.010404618551137381 0.011117442497327637 0.010294933289418325 0.010274103933704894 0.010217041682938291 -0.010071966373721781 0.010447661041390742 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leaf_count=13616 105224 6216 5706 15439 645 111 582 1927 2130 53798 1224 1545 544 1604 820 36031 147 4267 982 3346 5763 41 345 4499 2841 676 638069 686 902 1454 internal_value=0 0.0102362 0.0103795 0.0101076 0.0104149 0.0104537 0.0104437 0.0104862 0.0102105 -0.010049 0.0103316 0.0103907 0.0103196 0.0105166 0.0100633 -0.0101201 0.0102743 0.010227 0.0104179 0.010149 0.01054 0.0102323 0.0102222 0.010299 0.0103298 0.0103078 -0.0100349 0.0104407 0.0103709 0.0104824 internal_weight=0 1228.79 581.386 647.404 471.834 322.124 317.342 236.299 194.76 1255.42 149.71 93.8346 81.0424 206.693 452.644 207.533 64.9873 109.552 85.4235 19.9521 176.479 55.8754 54.5231 94.3636 45.0352 41.0033 1047.89 73.0356 27.2726 45.7629 internal_count=911180 169666 41554 128112 31071 18186 18075 9939 22068 741514 12885 6793 8136 8012 106044 49647 7592 10483 5248 3928 6408 6092 6051 6629 3664 3517 691867 4266 2126 2140 is_linear=0 shrinkage=0.01 Tree=564 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 12 12 12 10 12 10 12 12 10 1 1 2 2 12 2 10 2 1 10 10 2 10 10 split_gain=2529.5 0.782517 0.116446 0.0995751 0.0499329 0.0185276 0.0176427 0.0127563 0.0119379 0.0111697 0.00848202 0.00789049 0.00669463 0.00653791 0.0050321 0.00499176 0.00476106 0.00422148 0.00414266 0.00367615 0.00343346 0.00287919 0.00263473 0.00245234 0.00215106 0.00187914 0.0018695 0.00169258 0.00167041 0.00197213 threshold=1.0000000180025095e-35 0.0089773964136838514 0.00014260681928130004 0.65440738201141369 0.51461192965507518 3.1450000000000005 2.6750000000000003 4.0456557144352709e-06 0.068259380757808671 0.00099748477805400022 3.1750000000000003 0.99473056197166454 3.2350000000000008 0.0089773964136838514 0.98755538463592529 3.2050000000000005 -371.49999999999994 -390.49999999999994 0.023937770392229853 0.040202020202020204 0.99473056197166454 0.028778467908902653 2.5450000000000004 0.034723896792862259 -337.49999999999994 3.1450000000000005 3.1750000000000003 0.034723896792862259 5.8950000000000005 4.0550000000000006 decision_type=2 2 2 2 2 10 10 2 2 2 10 2 10 2 2 10 10 10 2 2 2 2 10 2 10 8 10 2 10 10 left_child=4 2 5 8 13 24 -4 27 12 19 14 26 -3 -1 -6 -10 -17 -14 -9 -8 -12 -11 -15 -19 -2 -26 -5 -7 29 -20 right_child=1 3 6 11 10 7 9 18 15 21 20 -13 17 22 -16 16 -18 23 28 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.010017323423649496 0.010509944407077476 0.010256698492165713 0.010383770932805333 0.010081625725308224 -0.010296882643923118 0.011179453944437012 0.010614642890467095 0.010864464426752244 0.010156769459348361 0.010464846166231875 -0.010152567814663409 0.010051772057631841 0.010691643160471947 -0.010169663015105647 -0.010559703552235108 0.010450472754870573 0.010257651657170732 0.010302112946369941 0.011004994750045623 0.010854025015724791 -0.010300439245962625 0.010630166037528506 -0.010066009784138004 0.010460190363470227 0.010929362877762985 0.010637146789628198 0.01015599782428454 0.01144771037882489 0.011024134584809846 0.011221542839235677 leaf_weight=939.79573229333619 2.5219918098300687 24.470298122614622 25.239784500561655 50.20952308177948 23.826074835844338 2.7561183124780682 7.9744635615497819 6.5594441741704932 42.363934667780995 13.556220250204204 61.63723228033632 630.92484802170657 6.5760472677648059 29.058591511566192 10.493459738790987 14.989599129185079 87.88164403475821 12.769608501344917 5.2457971610128906 32.808821195736527 21.069926731288433 47.263225162401795 157.10760808328632 42.39866176340729 6.9099816419184181 3.229015577584506 103.41279133129865 16.043841771781445 9.5201814882457239 21.208651542663574 leaf_count=700440 57 1150 794 7058 965 30 149 91 3241 334 5425 140968 118 2159 228 419 3909 459 65 469 871 890 31426 1048 91 60 7781 147 116 222 internal_value=0 0.0102339 0.0108043 0.0101212 -0.0100485 0.0111196 0.0106204 0.0111915 0.0103035 0.0106792 -0.0102451 0.0100674 0.0103967 -0.010028 -0.0103772 0.0102481 0.0102857 0.0104521 0.0110956 0.0108072 -0.0101902 0.0105933 -0.0100822 0.0104236 0.0107713 0.0108363 0.0101317 0.0114084 0.0111377 0.0111786 internal_weight=0 1216.83 200.838 1016 1242.99 73.995 126.843 61.334 231.45 101.603 117.027 784.547 86.2146 1125.96 34.3195 145.235 102.871 61.7443 42.5341 40.7833 82.7072 60.8194 186.166 55.1683 12.661 10.139 153.622 18.8 35.9746 26.4544 internal_count=911180 169666 3515 166151 741514 879 2636 671 10344 1842 7489 155807 2775 734025 1193 7569 4328 1625 494 618 6296 1224 33585 1507 208 151 14839 177 403 287 is_linear=0 shrinkage=0.01 Tree=565 num_leaves=31 num_cat=0 split_feature=1 6 6 3 3 3 5 3 3 3 3 1 1 3 1 5 1 0 6 6 5 1 6 5 5 3 5 6 3 1 split_gain=99.131 33.9569 33.9285 10.4265 8.23381 7.23975 6.19088 5.75527 5.58073 6.01255 4.86011 4.03524 4.40842 3.80416 2.88872 2.53102 2.48337 2.46427 2.39965 2.32786 2.76031 2.90234 2.21587 1.94726 2.28751 1.90304 2.70318 2.19504 1.97968 1.79793 threshold=-1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 0.20112359550561798 0.51530771633864425 0.48846085567193326 3.5000000000000004 0.95867486338797814 0.90501253132832093 0.50155279503105599 0.90943267259056748 -8.4999999999999982 -126.49999999999999 0.25108695652173912 -147.49999999999997 1.5000000000000002 -67.499999999999986 1.0000000180025095e-35 1.5000000000000002 35.500000000000007 3.5000000000000004 -34.499999999999993 1.0000000180025095e-35 1.5000000000000002 8.5000000000000018 0.74213338610726309 1.5000000000000002 24.500000000000004 0.8238526179702651 -64.499999999999986 decision_type=8 2 2 2 2 2 10 2 2 2 2 10 10 2 10 8 8 2 2 2 10 10 2 10 8 2 10 2 2 10 left_child=1 8 4 -3 5 13 25 11 9 18 16 12 -5 23 -9 22 -10 -11 29 -14 -21 -22 -6 -2 -25 26 -4 28 -27 -1 right_child=2 3 6 7 15 -7 -8 14 10 17 -12 -13 19 -15 -16 -17 -18 -19 -20 20 21 -23 -24 24 -26 27 -28 -29 -30 -31 leaf_value=1.2644741290173459e-05 0.0050017125101693974 0.00086363034676150557 0.00036842807669526593 -0.0045176051828572771 0.0036074454643279324 0.0066961136283360725 -0.005871152999875502 -0.0044767424351415484 -0.0081200559006369272 -0.002263772056020658 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25400 33064 54305 8316 94985 75742 19243 8031 99980 is_linear=0 shrinkage=0.01 Tree=566 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 10 12 12 12 10 12 10 12 12 10 2 2 12 2 2 10 2 6 10 10 2 6 10 10 split_gain=2501.3 0.762021 0.113407 0.0968702 0.0486579 0.018067 0.0171929 0.0124629 0.0116332 0.0109007 0.00831439 0.0076779 0.00652267 0.0063605 0.00493118 0.00485619 0.00409152 0.00362697 0.00334722 0.002845 0.00279417 0.00257401 0.00210295 0.00198724 0.0019805 0.00181905 0.00168837 0.00160265 0.00145787 0.00138158 threshold=1.0000000180025095e-35 0.0089773964136838514 0.00014260681928130004 0.65440738201141369 0.51461192965507518 3.1450000000000005 2.6750000000000003 4.0456557144352709e-06 0.068259380757808671 0.00099748477805400022 3.1750000000000003 0.99473056197166454 3.2350000000000008 0.0089773964136838514 0.98755538463592529 3.2050000000000005 0.023937770392229853 0.040202020202020204 0.99473056197166454 0.028778467908902653 0.047905909351692456 2.5450000000000004 0.040202020202020204 28.500000000000004 1.0450000000000002 3.1750000000000003 0.034723896792862259 2.5000000000000004 3.9050000000000007 5.8350000000000009 decision_type=2 2 2 2 2 10 10 2 2 2 10 2 10 2 2 10 2 2 2 2 2 10 2 2 10 10 2 2 10 10 left_child=4 2 5 8 13 24 -4 26 12 17 14 25 -3 -1 -6 -10 -9 -8 -12 -11 -14 -15 -17 -18 -2 -5 -7 -21 -19 -30 right_child=1 3 6 11 10 7 9 16 15 19 18 -13 20 21 -16 22 23 28 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.010017152493290646 0.010595884990929567 0.010254244008390841 0.010380177973760006 0.010080767574683182 -0.010294506707558807 0.011166177655557807 0.010607876311841768 0.010854767810675372 0.010155214950177108 0.01045957560618325 -0.010151080274525938 0.010051208147387141 0.010327377916831025 -0.010168311975894302 -0.01055570471916379 0.010209207747741813 0.011065735943604611 0.01070970693252437 -0.010297774232899046 0.010556851348179748 0.010485920340367483 -0.010065381498395681 0.010311013227222223 0.011217555354710702 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0.00211977 0.0020464 0.00183459 0.00193305 0.00176498 0.0017638 0.0016999 threshold=1.0000000180025095e-35 0.0089773964136838514 0.00014260681928130004 0.65440738201141369 0.51461192965507518 3.1450000000000005 2.6750000000000003 4.0456557144352709e-06 0.068259380757808671 0.00099748477805400022 3.1750000000000003 0.99473056197166454 3.2350000000000008 0.0089773964136838514 0.98755538463592529 3.2050000000000005 -371.49999999999994 -390.49999999999994 0.99473056197166454 2.5450000000000004 1.0000000180025095e-35 0.96352549889135264 1.0000000180025095e-35 0.96352549889135264 -337.49999999999994 1.0000000180025095e-35 5.8950000000000005 3.1750000000000003 3.1450000000000005 1.0000000180025095e-35 decision_type=2 2 2 2 2 10 10 2 2 2 10 2 10 2 2 10 10 10 2 10 2 2 2 2 10 2 10 10 8 2 left_child=4 2 5 8 13 24 -4 -7 12 22 14 27 -3 -1 -6 -10 -17 -14 -12 -15 -9 25 -8 -24 -2 26 -22 -5 -26 -11 right_child=1 3 6 11 10 7 9 20 15 29 18 -13 17 19 -16 16 -18 -19 -20 -21 21 -23 23 -25 28 -27 -28 -29 -30 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14.68295707926154 86.270838159136474 54.191234002821147 20.673861156217754 153.9648516906891 21.398696005344394 4.1794314794242373 30.967334039509296 3.7896834015846244 6.7912689037620995 4.2910245098173609 7.9975025653839102 101.44340219115838 3.1727043613791475 49.576569441705942 leaf_count=700440 57 1150 794 7058 965 177 104 57 3241 252 5425 140968 118 2159 228 419 3909 1507 871 31426 226 58 442 72 91 56 97 7781 60 972 internal_value=0 0.0102299 0.0107887 0.010119 -0.0100476 0.0110973 0.0106085 0.0111677 0.0102977 0.0106661 -0.0102406 0.0100661 0.0103891 -0.0100275 -0.0103706 0.0102434 0.0102802 0.0104435 -0.0101866 -0.0100806 0.0110737 0.0110985 0.0107916 0.0108214 0.0107559 0.0111273 0.0111555 0.0101292 0.0108197 0.0105818 internal_weight=0 1191.91 197.35 994.56 1217.12 72.7687 124.581 60.3381 227.067 99.8246 114.812 767.493 84.6196 1102.3 33.711 142.447 100.954 60.6358 81.101 182.477 41.8309 37.8667 40.0874 34.757 12.4306 33.6872 29.3962 150.577 9.96397 59.7372 internal_count=911180 169666 3515 166151 741514 879 2636 671 10344 1842 7489 155807 2775 734025 1193 7569 4328 1625 6296 33585 494 437 618 514 208 379 323 14839 151 1224 is_linear=0 shrinkage=0.01 Tree=568 num_leaves=31 num_cat=0 split_feature=6 48 3 3 3 48 29 3 3 3 3 3 6 6 6 6 3 6 6 3 29 29 6 6 3 3 3 3 3 3 split_gain=90.1505 40.0928 10.924 10.0416 8.18573 5.47555 5.15169 4.62304 4.40484 5.08308 4.64262 4.30203 2.55938 2.37646 2.17885 2.01568 1.96367 2.1532 2.7664 2.11588 1.96362 1.85531 1.55666 1.38645 1.35686 1.69898 1.34083 1.23001 1.18716 1.18437 threshold=3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.51530771633864425 0.48846085567193326 1.0000000180025095e-35 1.0000000180025095e-35 0.95867486338797814 0.90501253132832093 0.90943267259056748 0.50155279503105599 0.33477011494252878 1.5000000000000002 52.500000000000007 1.0000000180025095e-35 1.5000000000000002 0.74213338610726309 24.500000000000004 23.500000000000004 0.75103305785123975 1.0000000180025095e-35 1.0000000180025095e-35 47.500000000000007 4.5000000000000009 0.92342186961021067 0.47637648809523808 1.0000000180025095e-35 0.94754041967664271 0.7696153846153847 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 3 22 4 11 6 16 13 10 -10 12 15 -3 24 29 21 -4 18 19 23 -6 -1 -2 -18 25 -7 -17 -26 -21 -5 right_child=2 8 5 14 20 7 -8 -9 9 -11 -12 -13 -14 -15 -16 26 17 -19 -20 28 -22 -23 -24 -25 27 -27 -28 -29 -30 -31 leaf_value=0.0043279784259803809 0.0021504192095467339 0.00062394109084673501 -0.0014597740729710893 0.0017364599929109601 0.0064934141999469968 -0.0036121029312437512 -0.004470048633124034 -0.00019198703735990173 0.008425393152657527 0.0011933839765474429 -0.0015866371114907837 0.00071719290548386396 -0.0016445811757846926 -0.0039760165137508715 -0.00029990960846264724 0.0032350004181294608 0.0093965715841444544 -0.0013051865751519912 0.0091116481066284682 -0.0089004960082959602 -0.00034060008631873605 7.8056750613483952e-05 -0.0041528158163102336 0.00064494629736935709 -0.0064560664437922364 -0.0019273376952732946 -0.0019797701320291988 -0.0017089396060095048 0.00020658502590400592 0.0040204843656171906 leaf_weight=236.60857291787397 61.111909943050705 356.59909712034278 233.97449641185813 119.71060281584505 137.02011541055981 89.039162892499007 50.010235505411401 52.066857583646197 11.253401451394891 71.26428497757297 188.14039850234985 50.588147135742474 57.793633642082568 274.0814774329192 47.123687732091639 10.695244435220959 4.3178151563042766 36.964343538391404 4.8891422853921531 1.5241397380596051 4.3375074355863026 10.738187440903856 4.186415684525854 3.1169362070504576 16.843111246824268 182.62620448862435 9.1479679525946249 8.0749219140852784 23.515962179459166 28.016415877500549 leaf_count=63091 13389 89304 104368 36753 36480 49846 30359 18059 3656 16664 70284 15159 23426 174393 15004 2613 1109 16380 909 1131 1407 2665 1026 1162 12813 87727 2941 4368 8060 6634 internal_value=0 0.00170352 -0.00221417 0.0034745 0.00428173 -0.00247778 -0.00149288 -0.00304447 1.28457e-05 0.00217965 -0.000283901 0.00339119 0.00030756 -0.00330473 0.00157238 0.00389746 -0.00100995 0.000406011 0.00209891 0.00104313 0.00628371 0.00414347 0.00174631 0.00572755 -0.00268437 -0.00247952 0.000830926 -0.00491772 -0.000347744 0.00216963 internal_weight=0 1339.04 1046.34 653.986 459.136 981.045 358.313 622.732 685.051 82.5177 602.533 317.778 414.393 570.665 194.851 267.19 308.303 74.3283 37.364 32.4749 141.358 247.347 65.2983 7.43475 296.583 271.665 19.8432 24.918 25.0401 147.727 internal_count=911180 386081 525099 182747 124356 510684 163478 347206 203334 20320 183014 86469 112730 329147 58391 71310 133119 28751 12371 11462 37887 65756 14415 2271 154754 137573 5554 17181 9191 43387 is_linear=0 shrinkage=0.01 Tree=569 num_leaves=31 num_cat=0 split_feature=10 10 6 10 10 3 10 6 10 5 5 5 10 10 10 6 10 0 10 10 3 5 10 5 6 10 10 10 10 10 split_gain=283.286 23.2705 21.0661 14.3358 14.1465 5.8256 5.76771 5.61963 5.44466 6.50496 5.04467 4.4121 3.43704 5.53421 3.67755 2.75219 2.52747 2.50437 2.55702 2.49194 2.30668 2.27704 2.62599 2.20389 2.14637 2.03293 3.66788 2.02675 2.5863 2.74813 threshold=2.9750000000000005 3.8350000000000004 34.500000000000007 5.5950000000000006 2.1250000000000004 0.97385509227614497 8.4800000000000022 12.500000000000002 6.9850000000000012 1.5000000000000002 1.5000000000000002 3.5000000000000004 9.0500000000000025 6.2150000000000007 4.5150000000000006 1.5000000000000002 1.9550000000000003 1.0000000180025095e-35 8.6950000000000021 4.495000000000001 0.69056183624528955 2.5000000000000004 7.5550000000000006 2.5000000000000004 18.500000000000004 5.3350000000000009 5.3450000000000006 4.7650000000000006 4.995000000000001 4.9850000000000012 decision_type=10 10 2 10 10 2 10 2 10 10 10 10 10 10 10 2 8 2 10 10 2 10 10 10 2 10 10 10 10 8 left_child=4 23 3 10 7 12 8 16 24 -10 19 17 13 14 -4 25 -1 18 -8 -3 -9 22 -15 -2 -5 -12 -27 -21 29 -29 right_child=1 2 5 6 -6 -7 11 20 9 -11 15 -13 -14 21 -16 -17 -18 -19 -20 27 -22 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=0.0052757026635654111 0.00063605845454413681 -0.00069827472024507769 -0.0026873368337717385 0.00014131438701757247 0.0033147052987661956 0.00011635481871029156 -0.0084356084312218922 0.0049026944162162576 -0.001891532855620286 0.0053063454688295087 -0.0034924077149081577 0.003086609370739994 -0.0087908809827711154 -0.0023836700414646382 -0.0057282408694438822 -0.0050777742875521559 0.0071887102194026862 -0.0079460298336653419 -0.0014141048707074339 -0.0044554857678346721 0.00075344958809702464 -0.0049799253463544404 0.0033234303010426132 -0.0033717118070746427 -0.0035610231478429848 0.0072515387040582536 -0.002328196289558535 -0.0015160877675710349 -0.0028009313045776912 0.0034387749989619955 leaf_weight=88.108611940173432 262.06049414281733 98.783031653962098 47.060173375357408 138.32983591937227 227.41944600769784 23.678709587198682 6.4004198937909669 39.31723123008851 17.614636670157779 43.715611282619648 116.81504183530342 10.209796458075287 22.460398505325429 21.299189216922969 256.71818339597667 106.90992241009371 319.52429210743867 12.763770276971625 27.345824058458675 45.667415636708029 20.324285286711529 14.248531980323603 12.973031142028047 14.479053322458638 17.657379979151301 5.0778160392073941 18.773263998213224 97.051888659596443 237.61614668142283 12.653073446126653 leaf_count=19619 65102 29141 22977 40440 47033 7434 5890 7084 8226 10072 50990 2590 26638 10883 190462 64423 75222 12602 12531 20033 4710 10001 3587 5172 9479 1044 7486 34506 101812 3991 internal_value=0 -0.00222644 -0.00274602 -0.00198008 0.00536021 -0.00469411 -2.64483e-05 0.00635574 0.00071472 0.00323905 -0.00270419 -0.00286618 -0.00499806 -0.00475625 -0.00525716 -0.00386837 0.00677522 -0.00417292 -0.00274583 -0.0021181 0.00348874 -0.00162017 -0.000223367 0.00042622 -0.000277781 -0.00294919 -0.000288702 -0.002475 -0.00221459 -0.000944607 internal_weight=0 1688.36 1411.82 1013.38 694.694 398.438 274.037 467.274 217.317 61.3302 739.348 56.7198 374.76 352.299 303.778 247.576 407.633 46.51 33.7462 491.772 59.6415 48.5208 34.2722 276.54 155.987 140.666 23.8511 392.989 347.321 109.705 internal_count=911180 757512 687238 415256 153668 271982 101830 106635 68217 18298 313426 33613 264548 237910 213439 123943 94841 31023 18421 189483 11794 24471 14470 70274 49919 59520 8530 160342 140309 38497 is_linear=0 shrinkage=0.01 Tree=570 num_leaves=31 num_cat=0 split_feature=11 10 6 1 3 1 10 10 10 10 3 1 1 10 1 6 2 10 6 10 10 10 1 10 6 6 1 6 10 10 split_gain=2444.47 0.2044 0.0598756 0.0313778 0.0142686 0.0150776 0.0158613 0.0128079 0.0115096 0.0103475 0.00957044 0.00945273 0.00922605 0.00664357 0.00647105 0.00578503 0.00555438 0.00691084 0.00505419 0.00454301 0.00401419 0.00381369 0.00341411 0.00294645 0.00282129 0.00277389 0.00270632 0.00270604 0.00240587 0.00579142 threshold=1.0000000180025095e-35 3.3950000000000005 30.500000000000004 -32.499999999999993 0.22271825396825398 -4.4999999999999991 9.7700000000000014 6.2550000000000008 3.1750000000000003 1.0000000180025095e-35 0.93782216494845372 -72.499999999999986 -371.49999999999994 4.3550000000000013 -1.0000000180025095e-35 1.5000000000000002 0.028778467908902653 9.7700000000000014 11.500000000000002 5.5450000000000008 5.955000000000001 7.1150000000000011 -45.499999999999993 7.6450000000000005 13.500000000000002 9.5000000000000018 -29.499999999999996 385.50000000000006 6.3850000000000007 5.0450000000000008 decision_type=2 10 2 8 2 8 10 10 10 10 2 10 10 10 8 2 2 10 2 10 10 8 8 10 2 2 10 2 10 10 left_child=8 3 4 9 20 6 7 10 14 25 15 18 13 -4 -1 -6 -14 19 -9 27 -3 -15 23 -21 -11 -2 -5 -18 29 -7 right_child=1 2 12 26 5 28 -8 11 -10 24 -12 -13 16 21 -16 -17 17 -19 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010075307479487814 0.010107523697450474 0.01025093065842529 0.010215177628312058 0.010054879316446911 0.010391421379702137 0.010203775738865035 0.011121122510753575 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17.226045114919543 9.2326792085077596 5.0979787120595565 9.4908068915829045 10.562047370709477 leaf_count=40327 10787 6683 1132 108336 4593 6785 59 1113 691867 5140 2241 4954 587 436 9320 2567 1306 14 415 638 4747 214 252 322 1464 1441 944 106 1826 564 internal_value=0 0.010229 0.0103672 0.0101033 0.0103125 0.0103466 0.0103844 0.0103757 -0.0100474 0.0102168 0.0104114 0.0102287 0.0105625 0.0103887 -0.0101166 0.0104423 0.0106058 0.0106358 0.0103657 0.010625 0.0102168 0.0105454 0.0105307 0.0105724 0.0102908 0.0101367 0.0100585 0.0106827 0.0102232 0.0102445 internal_weight=0 1176.9 560.24 616.657 437.636 322.785 247.025 244.136 1201.64 174.74 196.462 47.6742 122.605 24.44 200.278 164.184 98.1648 84.6766 24.4914 83.4631 114.85 12.8436 31.7228 27.317 90.8146 83.9252 441.917 51.7403 75.7605 66.2697 internal_count=911180 169666 41554 128112 36547 25117 15942 15883 741514 18832 9401 6482 5007 1782 49647 7160 3225 2638 1528 2624 11430 650 1212 960 6604 12228 109280 1412 9175 7349 is_linear=0 shrinkage=0.01 Tree=571 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 12 12 12 10 10 10 10 10 10 19 12 12 6 2 6 10 10 6 12 6 10 10 2 6 10 split_gain=810.701 170.028 84.6555 14.7676 8.1331 8.05274 7.65919 2.87938 2.76973 2.68053 2.65972 2.16721 1.9235 1.91112 1.40398 1.27689 1.12653 0.896701 0.835817 0.721121 0.656478 0.652411 0.628457 0.582171 0.569684 0.567623 0.800658 0.562737 0.628852 0.550189 threshold=0.0089773964136838514 0.99766892194747936 2.9517374969145752e-05 0.78322452306747448 8.8294510192099562e-07 0.99997490644454967 0.00025326936156485003 0.2688089013099671 5.4850000000000012 6.0750000000000011 5.4750000000000005 9.0500000000000025 2.1250000000000004 5.4450000000000012 1.0000000180025095e-35 0.00073490195791230009 6.1143434777477532e-06 14.500000000000002 0.82683658170914553 4.5000000000000009 5.995000000000001 8.2000000000000011 455.50000000000006 0.94052824378013633 5.5000000000000009 8.2000000000000011 8.2700000000000014 0.2573593073593074 299.50000000000006 1.6450000000000002 decision_type=2 2 2 2 2 2 2 2 8 10 8 8 10 8 2 2 2 2 2 2 10 10 2 2 2 10 10 2 2 10 left_child=2 3 4 7 -1 12 8 13 27 16 15 22 -3 -2 24 -8 -6 21 -15 -16 -19 -12 23 -5 -11 -25 -27 28 29 -4 right_child=1 5 6 11 9 -7 10 -9 -10 14 17 -13 -14 18 19 -17 -18 20 -20 -21 -22 -23 -24 25 -26 26 -28 -29 -30 -31 leaf_value=-0.0095548882998975158 -0.00010017721908670739 0.0088725729441113954 0.0018589855530699788 0.0031241661816552762 -0.0082529273958618678 0.0098762043200321063 -0.0037457908835781374 0.0020267614016677062 -0.0023749590772787848 -0.0076127295145873757 -0.00093097868239669249 0.0068360664528205875 0.0062103912887432394 0.0020737863575400347 -0.010016366364427791 -0.0019897157541889183 -0.0068894729832840633 -0.00052092104706011485 -0.001665201693640218 0.0052958203185222985 0.0023998545645228463 -0.0064974788502337368 -0.0022475267967163497 0.0044347729760601971 -0.0045332117777669755 -0.0055183842452153986 0.0049669920123828109 -0.0059028010110015565 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0.562083 0.899887 0.55714 threshold=0.0089773964136838514 0.99766892194747936 2.9517374969145752e-05 0.78322452306747448 8.8294510192099562e-07 0.99997490644454967 0.00025326936156485003 0.2688089013099671 5.4850000000000012 6.0750000000000011 5.4750000000000005 9.0500000000000025 2.1250000000000004 5.4450000000000012 1.0000000180025095e-35 0.00073490195791230009 6.1143434777477532e-06 0.22271825396825398 3.5000000000000004 14.500000000000002 0.74213338610726309 4.5000000000000009 5.995000000000001 8.2000000000000011 455.50000000000006 0.94052824378013633 5.5000000000000009 2.5000000000000004 7.0450000000000008 8.2000000000000011 decision_type=2 2 2 2 2 2 2 2 8 10 8 8 10 8 2 2 2 2 10 2 2 2 10 10 2 2 2 8 10 10 left_child=2 3 4 7 -1 12 8 13 20 16 15 24 -3 18 26 -8 -6 -15 -2 23 -4 -16 -21 -12 25 -5 -11 28 -9 -27 right_child=1 5 6 11 9 -7 10 27 -10 14 19 -13 -14 17 21 -17 -18 -19 -20 22 -22 -23 -24 -25 -26 29 -28 -29 -30 -31 leaf_value=-0.009546969481273879 3.914397116153639e-05 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219.227 183.838 16.1355 95.614 119.415 103.891 71.4167 111.885 35.3886 412.347 7.16945 53.0935 70.0169 18.3233 183.811 43.3558 66.1329 99.7855 195.585 64.4237 971.178 46.3408 internal_count=911180 169666 41554 36547 5007 741514 128112 25117 19096 12513 395 6021 6459 4612 3089 11430 6583 99778 602 1832 3606 1257 28334 5412 3342 5026 49647 6054 691867 1662 is_linear=0 shrinkage=0.01 Tree=575 num_leaves=31 num_cat=0 split_feature=12 12 12 12 1 1 12 12 12 10 1 10 10 1 10 10 10 12 10 1 10 10 1 1 10 12 12 10 10 19 split_gain=770.245 165.561 82.6919 13.9806 13.8578 11.1793 8.21098 8.15979 5.72377 5.27268 4.23529 5.97112 2.89561 2.81423 2.14589 2.10369 2.09643 1.98931 1.91719 2.20186 1.58404 1.40626 2.42873 2.45648 1.3814 1.28656 1.03324 0.963379 0.938514 0.90777 threshold=0.0089773964136838514 0.99766892194747936 2.9517374969145752e-05 0.78322452306747448 -3.4999999999999996 -390.49999999999994 8.8294510192099562e-07 0.99997490644454967 0.00032736793218645006 6.5450000000000008 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4150 19156 is_linear=0 shrinkage=0.01 Tree=576 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 10 12 12 10 10 12 10 12 12 10 10 1 1 12 10 3 3 3 3 3 3 3 10 0 split_gain=2338.14 0.686296 0.106419 0.0835964 0.0442162 0.016901 0.0153588 0.0100859 0.00992197 0.00875957 0.00776661 0.00656614 0.00568272 0.0055971 0.00470078 0.00445664 0.00420286 0.00398711 0.00359925 0.00311345 0.00231248 0.00215568 0.00200412 0.00184578 0.00180526 0.00195227 0.00155558 0.00177919 0.00155376 0.00176768 threshold=1.0000000180025095e-35 0.0089773964136838514 0.00014260681928130004 0.65440738201141369 0.51461192965507518 7.4335632689326312e-06 2.6750000000000003 0.068259380757808671 0.00099748477805400022 3.1750000000000003 3.1750000000000003 0.99473056197166454 3.2650000000000001 0.0089773964136838514 0.98755538463592529 3.1450000000000005 3.2050000000000005 -371.49999999999994 -390.49999999999994 0.99473056197166454 2.5450000000000004 1.0000000180025095e-35 0.96352549889135264 1.0000000180025095e-35 0.9756521002710028 1.0000000180025095e-35 1.0000000180025095e-35 0.96999699969997011 5.8950000000000005 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 10 2 2 10 10 2 10 2 2 10 10 10 10 2 10 2 2 2 2 2 2 2 10 2 left_child=4 2 5 7 13 15 -4 12 21 -7 14 -5 -3 -1 -6 -2 -9 -18 -14 -12 -15 -8 -23 -17 25 -11 -10 -28 29 -27 right_child=1 3 6 11 10 9 8 16 26 24 19 -13 18 20 -16 23 17 -19 -20 -21 -22 22 -24 -25 -26 28 27 -29 -30 -31 leaf_value=-0.01001612455504363 0.010904282632849869 0.010242749445516449 0.010362387364463646 0.010123124809186573 -0.010285112610047784 0.010687486830322794 0.010578961423299038 0.010146772779116754 0.010448039233981401 0.010804996505522682 -0.010145028231578479 0.010047358848499655 0.010656610505136983 -0.01016200722777578 -0.010543575849577937 0.01104765569234617 0.010424343628242941 0.010242603752487797 0.010400319100947892 -0.01028902796405819 -0.010062378137582612 0.010824839314556379 0.010577351307076363 0.011345635270267138 0.010797041341099305 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0.00188911 0.00170342 0.00167851 0.00172335 0.00153898 0.00150315 threshold=1.0000000180025095e-35 0.0089773964136838514 0.00014260681928130004 0.65440738201141369 0.51461192965507518 7.4335632689326312e-06 2.6750000000000003 0.068259380757808671 0.00099748477805400022 3.1750000000000003 3.1750000000000003 0.99473056197166454 3.2650000000000001 0.0089773964136838514 0.98755538463592529 3.1450000000000005 3.2050000000000005 0.99473056197166454 2.5450000000000004 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 0.9756521002710028 1.0000000180025095e-35 5.8350000000000009 3.5000000000000004 6.0550000000000006 9.1954279923811565e-07 5.8950000000000005 decision_type=2 2 2 2 2 2 10 2 2 10 10 2 10 2 2 10 10 2 10 2 2 2 2 2 2 10 2 8 2 10 left_child=4 2 5 7 13 15 -4 12 19 -7 14 -5 -3 -1 -6 -2 -9 -12 -15 -8 -18 -17 -14 24 -11 -21 -10 -28 -23 -26 right_child=1 3 6 11 10 9 8 16 26 23 17 -13 22 18 -16 21 20 -19 -20 25 -22 28 -24 -25 29 -27 27 -29 -30 -31 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internal_count=911180 169666 3515 166151 741514 879 2636 10344 1842 596 7489 155807 2775 734025 1193 283 7569 6296 33585 618 4328 242 1610 424 379 315 1224 543 189 336 is_linear=0 shrinkage=0.01 Tree=578 num_leaves=31 num_cat=0 split_feature=12 12 12 12 48 12 12 48 12 29 48 29 48 12 12 12 12 2 5 12 39 12 12 5 4 2 12 12 48 5 split_gain=743.522 161.673 80.8557 13.4853 9.63874 8.16279 8.11612 6.55513 4.78566 2.34374 2.34084 1.90488 1.84354 1.65923 1.47376 1.25463 1.14573 0.872433 1.02965 0.816969 0.806284 0.79686 0.795992 0.703739 0.605898 0.600178 0.582985 0.555322 0.561966 0.508269 threshold=0.0089773964136838514 0.99766892194747936 2.9517374969145752e-05 0.78322452306747448 1.0000000180025095e-35 8.8294510192099562e-07 0.99997490644454967 1.0000000180025095e-35 0.00032736793218645006 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.094556797295808764 0.2688089013099671 5.1029428504989491e-06 0.00055606939713465011 0.89596861471861489 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5549 5121 1426 747 54873 19169 6421 5904 19428 internal_value=0 0.00535047 -0.00622579 0.00187915 -0.00281924 -0.00852118 0.00924075 0.00091297 -0.00186526 -0.00524645 0.00408528 -0.000718587 -0.00720944 0.00182614 -0.0011346 -0.00656988 -0.00587653 0.0050605 0.00235156 -0.00207933 -0.00193849 0.00535849 0.00283957 0.00252521 0.003653 -0.00738469 -0.000855045 0.00693097 0.006515 -0.00345058 internal_weight=0 1197.19 1034.05 632.66 416.269 617.779 564.527 439.972 298.821 117.448 192.687 157.884 268.34 282.089 138.077 168.197 97.9594 108.077 10.7105 19.4886 86.0046 97.3667 84.61 154.076 9.10614 88.9913 182.516 119.835 87.2541 116.305 internal_count=911180 207225 703955 68428 139875 564080 138797 48785 90438 49437 19643 22196 198875 26589 20271 126828 42654 9901 1084 6783 14716 8817 9742 12087 976 75619 40007 19887 13466 50431 is_linear=0 shrinkage=0.01 Tree=579 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 3 6 6 6 0 2 12 6 2 2 6 12 3 2 12 0 1 12 2 split_gain=2280.69 0.65316 0.102461 0.0785779 0.0422083 0.0164507 0.0103419 0.00949667 0.00675752 0.00615203 0.00528904 0.00386484 0.00373359 0.00355505 0.00287888 0.00217196 0.00206201 0.00187522 0.00186737 0.00159189 0.00156136 0.00142058 0.00139679 0.00130216 0.00106783 0.000987599 0.000961245 0.00104122 0.000950332 0.000928563 threshold=1.0000000180025095e-35 0.0089773964136838514 0.00014260681928130004 0.65440738201141369 0.51461192965507518 7.4335632689326312e-06 0.0011766494717448501 0.068259380757808671 0.99473056197166454 0.99473056197166454 0.0089773964136838514 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 0.034723896792862259 9.1954279923811565e-07 4.5000000000000009 0.023937770392229853 0.040202020202020204 7.5000000000000009 0.99977076053619396 0.091229193341869366 0.028778467908902653 0.8784809708595277 1.0000000180025095e-35 -11.499999999999998 4.5118455091142102e-05 0.88956639566395668 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 8 2 2 left_child=4 2 5 7 10 12 11 16 25 -5 -1 -4 -2 23 29 20 -3 -14 -9 -15 -13 -18 -10 -7 -16 -6 27 -25 -21 -8 right_child=1 3 6 9 8 13 14 18 22 -11 -12 15 17 19 24 -17 21 -19 -20 28 -22 -23 -24 26 -26 -27 -28 -29 -30 -31 leaf_value=-0.010015740227398869 0.011042692357939978 0.010273506857561119 0.010494440050751824 0.010120269198227838 -0.010153693336389337 0.010672559843744054 0.010451453563739908 0.010200211790436628 -0.010312452133057653 0.010046024128680641 -0.010076588736462746 0.010545415071887698 0.011462761835419622 0.010790688856286203 0.010420126697424681 0.01056859981941408 0.010352820277732273 0.011256107766676553 0.010277767535130336 0.0111096455891275 0.010775678475950758 0.010450024774828055 -0.010458489584649735 0.010986935543845406 0.010586253941124099 -0.010223417596245803 0.0107755858099687 0.010722181649145594 0.010976243616453709 0.010295752802377076 leaf_weight=839.58870884694625 6.348570320755246 18.337645145133138 8.9591369405388814 139.58026148378849 43.422520777676255 3.7734238356351879 29.490763459354639 84.558716417755932 17.951917499303821 556.83954858174548 172.13640984462108 3.2361462749540797 6.3641446530818966 2.6723708659410503 4.4942280538380137 7.5724718011915675 35.198552396148443 14.16278740018606 49.057259156368673 11.831872105598451 32.70697327889502 26.244671860709786 10.311320971697567 8.1489391252398473 27.821509991772473 38.174280259059742 5.6703424807637921 1.8165904022753228 9.7329061254858953 4.4020089758560053 leaf_count=700440 78 786 218 14839 4000 69 794 5383 749 140968 33585 67 58 40 121 162 1279 147 2186 135 523 710 303 103 579 2437 90 34 125 172 internal_value=0 0.0102235 0.0107581 0.0101123 -0.0100463 0.01106 0.0105787 0.0102802 -0.0102325 0.0100609 -0.0100261 0.0106836 0.0112546 0.0109401 0.0104956 0.0107225 0.0103666 0.0113202 0.0102287 0.0110209 0.0107549 0.0103943 -0.0103657 0.0108393 0.0105632 -0.0101863 0.0108795 0.0109387 0.0110494 0.0104312 internal_weight=0 1099.02 189.205 909.817 1121.59 70.5219 118.683 213.397 109.86 696.42 1011.73 52.4747 26.8755 43.6464 66.2085 43.5156 79.7809 20.5269 133.616 24.2371 35.9431 61.4432 28.2632 19.4093 32.3157 81.5968 15.6359 9.96553 21.5648 33.8928 internal_count=911180 169666 3515 166151 741514 879 2636 10344 7489 155807 734025 970 283 596 1666 752 2775 205 7569 300 590 1989 1052 296 700 6437 227 137 260 966 is_linear=0 shrinkage=0.01 Tree=580 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 6 6 6 6 2 12 6 2 6 12 2 2 0 12 12 2 2 2 0 split_gain=2257.7 0.633245 0.0992029 0.0762371 0.0409596 0.0159139 0.0100199 0.00920948 0.00655521 0.00596995 0.00513305 0.00365794 0.00360956 0.00343997 0.00278987 0.00199967 0.00181221 0.00181151 0.00154095 0.00137713 0.00135466 0.00104952 0.001035 0.000998932 0.000958277 0.000919234 0.00090031 0.000788738 0.000951412 0.000748861 threshold=1.0000000180025095e-35 0.0089773964136838514 0.00014260681928130004 0.65440738201141369 0.51461192965507518 7.4335632689326312e-06 0.0011766494717448501 0.068259380757808671 0.99473056197166454 0.99473056197166454 0.0089773964136838514 3.5000000000000004 1.5000000000000002 3.5000000000000004 2.5000000000000004 0.034723896792862259 9.1954279923811565e-07 4.5000000000000009 0.023937770392229853 7.5000000000000009 0.99977076053619396 0.040202020202020204 0.028778467908902653 1.0000000180025095e-35 0.8784809708595277 4.5118455091142102e-05 0.88956639566395668 0.071750321750321713 0.64126753749395271 1.0000000180025095e-35 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=4 2 5 7 10 12 11 15 24 -5 -1 29 -2 23 26 -3 -14 -9 -15 -17 -10 -13 -16 27 -6 -20 -8 -7 -29 -4 right_child=1 3 6 9 8 13 14 17 20 -11 -12 21 16 18 22 19 -18 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.01001558364567604 0.011031334369356653 0.010270728920447206 0.010633509931065342 0.010119065880680914 -0.010152154696244298 0.010690557240925604 0.010446798136372299 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num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 10 12 12 10 10 12 10 12 12 10 10 1 1 2 2 12 2 2 10 2 10 6 10 6 split_gain=2234.93 0.613947 0.0960505 0.0739663 0.0397479 0.0153949 0.0136411 0.00893104 0.00889138 0.00782245 0.00697424 0.00579326 0.00502708 0.00498166 0.00427301 0.00400194 0.00371386 0.00357399 0.00323752 0.00293219 0.00289229 0.00282748 0.00234069 0.0022414 0.00205053 0.00187174 0.00141951 0.00165016 0.00135522 0.0012723 threshold=1.0000000180025095e-35 0.0089773964136838514 0.00014260681928130004 0.65440738201141369 0.51461192965507518 7.4335632689326312e-06 2.6750000000000003 0.068259380757808671 0.00099748477805400022 3.1750000000000003 3.1750000000000003 0.99473056197166454 3.2650000000000001 0.0089773964136838514 0.98755538463592529 3.1450000000000005 3.2050000000000005 -371.49999999999994 -390.49999999999994 0.040202020202020204 0.023937770392229853 0.99473056197166454 0.034723896792862259 0.028778467908902653 2.5450000000000004 0.034723896792862259 5.8950000000000005 7.5000000000000009 3.1750000000000003 2.5000000000000004 decision_type=2 2 2 2 2 2 10 2 2 10 10 2 10 2 2 10 10 10 10 2 2 2 2 2 10 2 10 2 10 2 left_child=4 2 5 7 13 15 -4 12 19 -7 14 28 -3 -1 -6 -2 -9 -18 -14 -8 -11 -12 -17 -10 -15 -20 27 -22 -5 -25 right_child=1 3 6 11 10 9 8 16 23 20 21 -13 18 24 -16 22 17 -19 25 -21 26 -23 -24 29 -26 -27 -28 -29 -30 -31 leaf_value=-0.010015428611119955 0.01087207448573212 0.010232893817975795 0.010348320446429825 0.010072424828449743 -0.010274474258146694 0.01066167157016776 0.010559343467716057 0.010140751648755475 0.01042141290877927 0.01076759422097623 -0.010139725907591757 0.010045110395439148 0.010631182825618778 -0.010155653840793458 -0.010525026275206961 0.011040081780954137 0.010407802786047001 0.010232449788922925 0.010271861334477174 0.010782232931506342 0.010983579116410701 -0.010279304549432667 0.011312855985238443 0.010511078480979609 -0.010059992983243608 0.010417312121912459 0.010910807682924214 0.011160027621581817 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0.0109906 -0.0101757 0.0112696 0.0105402 -0.0100751 0.0103838 0.0110291 0.0110709 0.0101179 0.010574 internal_weight=0 1077.73 185.734 891.997 1099.48 69.2691 116.465 209.286 93.501 42.861 107.733 682.711 78.2571 991.742 31.8552 26.4081 131.029 93.0587 55.7692 37.7124 33.6525 75.8781 23.5706 55.7886 168.753 49.8532 28.6937 21.2026 136.849 43.4176 internal_count=911180 169666 3515 166151 741514 879 2636 10344 1842 596 7489 155807 2775 734025 1193 283 7569 4328 1610 618 424 6296 242 1224 33585 1495 348 248 14839 890 is_linear=0 shrinkage=0.01 Tree=582 num_leaves=31 num_cat=0 split_feature=1 6 6 3 3 3 4 5 3 5 1 1 3 3 3 3 3 1 0 5 5 6 6 1 5 5 1 3 5 6 split_gain=79.1658 27.9735 27.361 8.50452 7.01437 6.33533 5.23166 5.22794 4.90373 4.09738 3.60779 3.79186 3.2429 2.70431 5.09786 2.6345 4.24859 2.46848 2.23603 2.13356 1.91518 1.90331 1.82535 1.78333 1.70649 2.01865 1.64706 1.58674 2.23482 1.80077 threshold=-1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 0.20112359550561798 0.51530771633864425 0.48846085567193326 20.500000000000004 3.5000000000000004 0.95867486338797814 2.5000000000000004 -8.4999999999999982 -126.49999999999999 0.25108695652173912 0.90501253132832093 0.90943267259056748 0.90501253132832093 0.50155279503105599 -147.49999999999997 1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 1.0000000180025095e-35 53.500000000000007 -63.499999999999993 1.5000000000000002 8.5000000000000018 -43.499999999999993 0.74213338610726309 1.5000000000000002 24.500000000000004 decision_type=8 2 2 2 2 2 8 10 2 10 10 10 2 2 2 2 2 10 2 8 10 2 2 10 10 8 8 2 10 2 left_child=2 4 6 -4 5 12 13 27 10 15 11 -5 24 26 -15 16 -8 -10 -18 21 22 -6 -13 -22 -2 -26 -1 28 -3 -29 right_child=1 7 3 8 19 -7 9 -9 17 -11 -12 20 -14 14 -16 -17 18 -19 -20 -21 23 -23 -24 -25 25 -27 -28 29 -30 -31 leaf_value=-0.0021063620183968514 0.0048358441275003182 0.0003313000617226465 0.00084395837065462463 -0.0043361021439043091 0.0034641639520184321 0.0065413462893410147 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229555 106305 402109 177161 383055 368491 75028 52394 6764 152779 138830 19054 52968 45843 211320 33064 202071 9249 54305 8316 45630 94985 75742 19243 is_linear=0 shrinkage=0.01 Tree=583 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 10 12 12 10 10 12 10 12 12 10 10 1 1 2 2 12 2 2 10 2 10 0 10 2 split_gain=2210.17 0.597635 0.0934977 0.0719196 0.0387299 0.0149838 0.013291 0.00869762 0.00867261 0.00762478 0.00683985 0.00563431 0.00489756 0.00484774 0.00418755 0.00390162 0.0036124 0.00342953 0.00309757 0.00289217 0.00285346 0.00275539 0.00230866 0.00221529 0.00200366 0.00184285 0.00136806 0.00168867 0.00131849 0.00120049 threshold=1.0000000180025095e-35 0.0089773964136838514 0.00014260681928130004 0.65440738201141369 0.51461192965507518 7.4335632689326312e-06 2.6750000000000003 0.068259380757808671 0.00099748477805400022 3.1750000000000003 3.1750000000000003 0.99473056197166454 3.2650000000000001 0.0089773964136838514 0.98755538463592529 3.1450000000000005 3.2050000000000005 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0.00695287 0.00540612 0.00529404 0.00461466 0.00449471 0.00573644 0.00388278 0.00370822 0.00313165 0.00307889 0.0027469 0.00235809 0.00235281 0.00228576 0.00221075 0.00217176 0.00192916 0.00460909 threshold=1.0000000180025095e-35 3.3950000000000005 30.500000000000004 -32.499999999999993 0.22271825396825398 -4.4999999999999991 9.7700000000000014 6.2550000000000008 3.1750000000000003 1.0000000180025095e-35 0.93782216494845372 -72.499999999999986 -371.49999999999994 4.3550000000000013 -1.0000000180025095e-35 1.5000000000000002 0.028778467908902653 9.7700000000000014 11.500000000000002 5.5450000000000008 7.1150000000000011 5.955000000000001 -45.499999999999993 7.6450000000000005 13.500000000000002 385.50000000000006 9.5000000000000018 -29.499999999999996 6.3850000000000007 5.0450000000000008 decision_type=2 10 2 8 2 8 10 10 10 10 2 10 10 10 8 2 2 10 2 10 8 10 8 8 2 2 2 10 10 10 left_child=8 3 4 9 21 6 7 10 14 26 15 18 13 -4 -1 -6 -14 19 -9 25 -15 -3 23 -21 -11 -18 -2 -5 29 -7 right_child=1 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29.264024530071765 20.514760615071282 12.315068772528319 9.2620705636218155 63.185779210994951 63.787774144206196 43.018199862446636 1.1419408321380604 10.746377413161097 19.168360923882577 2.4352010199800143 25.670062514953315 3.9824010580778149 5.8928204844705752 22.044882332440466 4.7467747228220096 15.609788929112254 8.353467332897706 8.3806245659943652 9.5928248763084394 leaf_count=40327 10787 6683 1132 108336 4593 6785 59 1113 691867 5140 2241 4954 587 436 9320 2567 1306 14 415 638 214 4747 252 322 1464 106 1441 944 1826 564 internal_value=0 0.0102152 0.0103433 0.0100961 0.0102917 0.0103238 0.0103583 0.0103499 -0.0100446 0.0102024 0.0103824 0.0102137 0.0105253 0.0103662 -0.0101096 0.0104112 0.0105642 0.0105923 0.0103399 0.0105818 0.0105136 0.0102012 0.0104927 0.0105315 0.0102713 0.010636 0.0101268 0.0100532 0.010209 0.0102291 internal_weight=0 1055.7 508.342 547.359 396.007 292.42 224.82 222.115 1076.65 157.528 179.326 42.7892 112.335 22.0692 181.838 150.062 90.2656 77.9505 22.2744 76.8086 11.6973 103.587 29.0436 25.0612 82.4484 47.765 75.0794 389.831 67.5996 59.219 internal_count=911180 169666 41554 128112 36547 25117 15942 15883 741514 18832 9401 6482 5007 1782 49647 7160 3225 2638 1528 2624 650 11430 1212 960 6604 1412 12228 109280 9175 7349 is_linear=0 shrinkage=0.01 Tree=585 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 10 12 12 10 10 12 10 12 12 10 10 12 10 48 3 3 48 3 3 3 3 3 10 0 split_gain=2165.85 0.562494 0.0878773 0.0676823 0.0364891 0.0140688 0.0124894 0.00818158 0.00815108 0.0071551 0.00643912 0.00530178 0.0046038 0.00456553 0.00394211 0.0036575 0.00339735 0.00259578 0.00188666 0.00179828 0.00177838 0.00165413 0.0015884 0.00152467 0.0014947 0.00160802 0.00127836 0.00145899 0.00125551 0.0014636 threshold=1.0000000180025095e-35 0.0089773964136838514 0.00014260681928130004 0.65440738201141369 0.51461192965507518 7.4335632689326312e-06 2.6750000000000003 0.068259380757808671 0.00099748477805400022 3.1750000000000003 3.1750000000000003 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172 104 3241 252 43 5425 140968 299 2159 228 28 920 871 31426 3408 442 72 1311 214 45 193 824 148 97 46 internal_value=0 0.0102131 0.0107203 0.010107 -0.0100442 0.0110058 0.0105501 0.0102666 0.0106021 0.0108924 -0.0102215 0.0100579 0.0103486 -0.0100249 -0.0103424 0.0111896 0.0102175 -0.0101706 -0.0100729 0.0102505 0.0107171 0.0107443 0.010398 0.0112309 0.0109608 0.0109817 0.0105242 0.0105461 0.0110049 0.0110455 internal_weight=0 1045.41 180.832 864.577 1065.99 67.5254 113.307 203.281 90.9985 41.7604 104.678 661.296 76.054 961.309 30.9962 25.765 127.227 73.6818 163.787 90.409 36.7258 31.869 54.2308 23.0023 32.8041 29.9452 54.2727 45.077 27.2124 20.0492 internal_count=911180 169666 3515 166151 741514 879 2636 10344 1842 596 7489 155807 2775 734025 1193 283 7569 6296 33585 4328 618 514 1610 242 424 379 1224 972 336 239 is_linear=0 shrinkage=0.01 Tree=586 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 10 12 12 10 10 12 10 12 12 10 10 1 1 12 10 3 3 3 3 3 3 3 10 10 split_gain=2144.02 0.545349 0.0850923 0.0656629 0.0354065 0.0136136 0.0121022 0.00793414 0.00789578 0.00692469 0.00624512 0.00514488 0.00446406 0.00443052 0.00382214 0.00353741 0.00329564 0.00313484 0.00283001 0.00251829 0.00183066 0.00172262 0.00160233 0.00147387 0.0014468 0.0015563 0.0012389 0.00141398 0.00121487 0.00120364 threshold=1.0000000180025095e-35 0.0089773964136838514 0.00014260681928130004 0.65440738201141369 0.51461192965507518 7.4335632689326312e-06 2.6750000000000003 0.068259380757808671 0.00099748477805400022 3.1750000000000003 3.1750000000000003 0.99473056197166454 3.2650000000000001 0.0089773964136838514 0.98755538463592529 3.1450000000000005 3.2050000000000005 -371.49999999999994 -390.49999999999994 0.99473056197166454 2.5450000000000004 1.0000000180025095e-35 0.96352549889135264 1.0000000180025095e-35 0.9756521002710028 1.0000000180025095e-35 1.0000000180025095e-35 0.96999699969997011 5.8750000000000009 3.1750000000000003 decision_type=2 2 2 2 2 2 10 2 2 10 10 2 10 2 2 10 10 10 10 2 10 2 2 2 2 2 2 2 8 10 left_child=4 2 5 7 13 15 -4 12 21 -7 14 29 -3 -1 -6 -2 -9 -18 -14 -12 -15 -8 -23 -17 25 -11 -10 -28 -27 -5 right_child=1 3 6 11 10 9 8 16 26 24 19 -13 18 20 -16 23 17 -19 -20 -21 -22 22 -24 -25 -26 28 27 -29 -30 -31 leaf_value=-0.010014825109548544 0.010836754577833363 0.010223685312440381 0.010334598110706424 0.010069519312445705 -0.010264125400956175 0.010635206624697253 0.010533239794452746 0.010135168450425091 0.010412464727318249 0.010742461609526062 -0.010134242293068401 0.010043298938098594 0.010604745487855081 -0.010149823207154898 -0.010505429292923555 0.010968004960964598 0.010390995139175492 0.010223476741251626 0.01036889698820297 -0.010268536482203173 -0.010057666175738986 0.010761142643627038 0.010531531558981658 0.01124314010062486 0.010734463434138648 0.011034069795356823 0.010560545539349127 0.010382958192434025 0.010881658007375766 0.010134194480221339 leaf_weight=789.59775128850015 2.7374090515077141 21.610855394974351 22.093963058665395 42.53623151499778 21.187400697730485 8.8727696165442449 4.811039935797452 36.456871557049453 9.1079472415149194 2.707645162940028 54.14508907077834 523.26937534962781 5.6905967332422724 25.594740633154288 9.5106861442327482 2.1496812961995628 13.082637324929236 76.44882337981835 48.021664953790605 18.815753993578255 136.57444417686202 28.168196838349107 3.4068410154432049 20.651421181857586 2.8325143232941619 19.87021150067449 39.596523702144623 5.0560035966336718 7.0981518365442744 88.947533528320491 leaf_count=700440 41 1165 794 7058 965 172 104 3241 252 43 5425 140968 115 2159 228 28 419 3909 1495 871 31426 442 72 214 45 239 824 148 97 7781 internal_value=0 0.0102109 0.0107126 0.0101059 -0.0100437 0.0109949 0.0105443 0.0102639 0.0105958 0.0108828 -0.0102192 0.0100574 0.0103451 -0.0100246 -0.0103389 0.0111764 0.0102153 0.010248 0.0103939 -0.0101689 -0.0100722 0.0107095 0.0107364 0.0112172 0.0109504 0.010971 0.0105188 0.0105404 0.010994 0.0101133 internal_weight=0 1035.22 179.16 856.065 1055.43 66.9198 112.241 201.311 90.1466 41.3813 103.659 654.753 75.3231 951.767 30.6981 25.5385 125.988 89.5315 53.7123 72.9608 162.169 36.3861 31.575 22.8011 32.5085 29.676 53.7605 44.6525 26.9684 131.484 internal_count=911180 169666 3515 166151 741514 879 2636 10344 1842 596 7489 155807 2775 734025 1193 283 7569 4328 1610 6296 33585 618 514 242 424 379 1224 972 336 14839 is_linear=0 shrinkage=0.01 Tree=587 num_leaves=31 num_cat=0 split_feature=11 1 3 0 2 5 5 1 1 3 3 2 5 1 3 5 3 1 1 3 1 1 3 1 4 1 1 1 3 2 split_gain=2122.42 0.120187 0.0306003 0.0157962 0.012742 0.00933469 0.00552394 0.00265476 0.00500583 0.00444247 0.00263882 0.00254707 0.00247005 0.00240854 0.00234229 0.00264271 0.00230384 0.0019239 0.0018303 0.00282108 0.00173543 0.00163693 0.0013428 0.00121197 0.00106119 0.00103402 0.00160887 0.00103126 0.000903289 0.000961098 threshold=1.0000000180025095e-35 -4.4999999999999991 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 11.500000000000002 2.5000000000000004 -65.499999999999986 -60.499999999999993 0.90501253132832093 0.25108695652173912 0.68438714235252573 4.5000000000000009 -346.49999999999994 0.50155279503105599 1.5000000000000002 0.68199436222692045 -8.4999999999999982 -164.49999999999997 0.57511061946902664 -8.4999999999999982 -1.0000000180025095e-35 0.091229193341869366 -125.49999999999999 2.5000000000000004 -361.49999999999994 -263.49999999999994 -61.499999999999993 0.84654631083202525 0.20701970443349751 decision_type=2 8 2 2 2 10 10 10 10 2 2 2 10 10 2 10 2 10 8 2 8 8 2 10 8 10 10 8 2 2 left_child=10 2 -2 4 24 6 7 11 9 27 -1 -6 18 -14 -3 -16 22 -5 -8 23 -18 -12 -10 -20 -4 -13 -27 -9 29 -21 right_child=1 14 3 17 5 -7 12 8 16 -11 21 25 13 -15 15 -17 20 -19 19 28 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.010075144603426081 0.010170308933539061 0.010071577256962573 0.010993337052850646 0.010221260562786919 0.01041692685356892 0.011488549941678403 0.010465798703009866 0.01034600996062089 0.011025587591709988 0.010042415425606261 -0.010027304201224843 0.010104144568194067 0.010883876302523502 0.010230112526114806 0.010097231487327401 0.010194924249180688 0.01045061035396423 0.010777194526603549 0.010797963835912925 0.010947501579396977 0.010934585682133914 -0.010059648138815342 0.010343742810194977 0.010394822764295984 0.010190242778946795 0.010483382591164492 0.010270042772114683 0.010185682753598551 0.010415809941245262 0.010696764283244958 leaf_weight=208.1600778127322 128.6133769841399 297.77895102882758 0.165319524705409 86.629179195035249 147.37341338396072 0.77940240502357383 16.971346939913929 16.657115589827299 0.29032278899103303 8.8907299814745802 628.45817244489444 2.4057449130341437 0.63905361108481873 4.7679799147881559 123.95915342215449 35.65474137943238 21.57751164259389 0.6270013595931222 0.8647476676851501 1.9745245580561421 0.76724613783881324 208.35093877167674 56.121503101661801 5.4177853567525744 34.680173517437652 4.7453363616950854 13.858176772948351 5.2847661739215281 0.87172246538102705 6.7710271035321057 leaf_count=95121 17060 83612 8 9861 7661 8 874 1103 8 3207 526762 302 21 524 27911 6072 1121 22 15 41 15 119631 3597 334 3927 233 1171 714 46 198 internal_value=0 0.0102088 0.010306 0.0103457 0.0103756 0.0103955 0.0103928 0.0103773 0.010339 0.010231 -0.0100433 0.0104022 0.0105054 0.0103074 0.0100881 0.0101191 0.0103813 0.0102253 0.010538 0.0106151 0.0104672 -0.0100354 0.0103473 0.0104503 0.0101941 0.0102992 0.0103245 0.0103074 0.0107228 0.0107534 internal_weight=0 1025.14 567.745 439.131 351.875 317.029 316.25 277.972 109.589 30.8326 1044.97 168.383 38.2782 5.40703 457.393 159.614 78.7566 87.2562 32.8712 15.8998 22.3448 836.809 56.4118 6.28253 34.8455 21.0093 18.6035 21.9419 9.61727 8.74555 internal_count=911180 169666 52071 35011 25128 21193 21185 19132 9765 5024 741514 9367 2053 545 117595 33983 4741 9883 1508 634 1136 646393 3605 349 3935 1706 1404 1817 285 239 is_linear=0 shrinkage=0.01 Tree=588 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 2 2 0 2 2 0 2 2 2 12 0 12 2 12 0 12 12 48 12 split_gain=2101.05 0.513368 0.0799977 0.0618088 0.0333608 0.0127841 0.0081111 0.0074653 0.00535035 0.00484241 0.00417301 0.00255125 0.00246531 0.00221656 0.00218127 0.00186484 0.00169876 0.00164055 0.00155683 0.00185203 0.00143497 0.00124065 0.00111061 0.00110856 0.00108973 0.00103856 0.000919239 0.000782019 0.000597805 0.000561695 threshold=1.0000000180025095e-35 0.0089773964136838514 0.00014260681928130004 0.65440738201141369 0.51461192965507518 7.4335632689326312e-06 0.0011766494717448501 0.068259380757808671 0.99473056197166454 0.99473056197166454 0.0089773964136838514 0.023937770392229853 0.034723896792862259 1.0000000180025095e-35 0.034723896792862259 0.98936170212765973 1.0000000180025095e-35 0.034723896792862259 0.94494949494949509 0.028778467908902653 1.7613556906326269e-06 1.0000000180025095e-35 0.99977076053619396 0.012270400481782552 5.4114738304633654e-05 1.0000000180025095e-35 0.18897357583045957 0.8784809708595277 1.0000000180025095e-35 0.13270235061645502 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=4 2 5 7 10 14 12 17 27 -5 -1 -7 -4 24 -2 16 -14 -3 19 -8 -16 -21 -10 -9 -13 -19 -25 -6 -22 -12 right_child=1 3 6 9 8 11 18 23 22 -11 29 13 15 -15 20 -17 -18 25 -20 21 28 -23 -24 26 -26 -27 -28 -29 -30 -31 leaf_value=-0.010014531086448144 0.010940072702458252 0.01025165128297326 0.010485024888595911 0.010110997293895356 -0.010141933808021983 0.010679307071047767 0.01036534462316677 0.010158393413437064 -0.010288606345817878 0.010042433149763519 -0.010056630637292731 0.0109877668789273 0.010714094311994595 0.010731668240033911 0.011267890028297147 0.010427253208837486 0.010525928393076905 0.010383451607209852 0.010284923181303212 0.010526123884748632 0.010952962238522768 0.010383253117495092 -0.010423821737136055 0.010268852680299636 0.010859993440492497 0.010271184891112147 0.010203893498415528 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0.0104567 0.0104715 0.0111925 0.0105023 -0.010338 0.010211 0.010937 0.0103637 0.010228 -0.0101721 0.0111019 -0.0100708 internal_weight=0 1015.14 175.914 839.223 1034.61 65.7559 110.158 197.425 101.666 641.798 932.949 40.6505 48.7628 34.3553 25.1054 39.2512 36.1951 73.8852 61.3951 56.537 21.0159 43.7979 26.1993 123.54 27.8768 56.9461 93.2726 75.4663 9.54737 158.984 internal_count=911180 169666 3515 166151 741514 879 2636 10344 7489 155807 734025 596 970 486 283 741 655 2775 1666 1467 229 1061 1052 7569 376 1989 5318 6437 112 33585 is_linear=0 shrinkage=0.01 Tree=589 num_leaves=31 num_cat=0 split_feature=11 0 3 2 2 29 2 3 3 3 3 0 2 2 3 3 3 3 2 2 2 2 2 2 2 2 3 2 2 2 split_gain=2079.88 0.0284387 0.0199793 0.00652742 0.0074298 0.00459582 0.00309804 0.00248736 0.00194141 0.00695452 0.00111569 0.000985553 0.000975526 0.00560565 0.00161691 0.00107835 0.000954301 0.000870762 0.00084717 0.00380406 0.00101616 0.000846836 0.000715402 0.000830598 0.000664316 0.00239098 0.0009926 0.000580205 0.000580665 0.000565325 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.25108695652173912 1.0000000180025095e-35 0.44487847222222227 1.0000000180025095e-35 0.5100040016006403 0.25108695652173912 0.76506899055918665 0.76764950166112966 0.50155279503105599 1.0000000180025095e-35 0.066767983789260368 0.091372912801484213 0.90943267259056748 0.93364779874213844 0.47925275482093671 0.28629976580796251 0.98936170212765973 0.84680573663624525 0.90940656565656586 0.75110619469026563 0.49184758529020828 0.48846085567193326 0.20701970443349751 0.21089696071163824 0.83402203856749324 0.25092592592592594 0.27207792207792209 0.7696153846153847 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=7 2 18 -4 5 8 22 -1 27 -10 -3 -9 15 14 -14 -11 17 -8 19 21 -21 -2 23 -6 26 -26 -15 -5 -29 -23 right_child=1 10 3 4 6 -7 16 11 9 12 -12 -13 13 24 -16 -17 -18 -19 -20 20 -22 29 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.010073678379612535 0.01012778928925556 0.010116765084458815 0.010158960458644293 0.010238322338695139 0.010222060752059342 0.010524561016686538 0.010379209499224421 -0.01003049517981716 0.011181571359782861 0.010661325411552063 0.0101615432573492 -0.010063482588300959 0.010054949571687564 0.010425300048296308 0.010300312274090687 0.010373010321639403 0.010424872097923478 0.010256841770784645 0.010105994363871796 0.010359049447728388 0.01073893159626064 0.010361754379284344 0.010171037469596095 0.010520261803754772 0.010136956788107243 0.010402744007919637 0.010330332613122981 0.010381550843774266 0.0102891163031744 0.010184819111647926 leaf_weight=204.07112024177331 77.132817045086995 248.0957880942151 48.546096650883555 21.827296464703977 26.534519948996607 10.024498189799486 6.1378166284412137 716.61977252480574 0.97809279942884941 1.3783898300025637 71.730882837902755 103.67241580231348 9.1208298769779486 21.440638749627396 3.8067097575403741 22.03894173563458 3.7723994660191229 110.63854871829972 51.487761838594452 4.2651653673965475 0.84338315855711687 2.0768570047803214 60.445323429070413 0.9681352402549227 5.591943056555464 8.5743489961605501 22.614127530017868 7.132188022369518 144.20106959692203 13.836004373617468 leaf_count=95121 16444 55915 7512 3055 3899 393 572 594228 29 45 12911 52165 3241 1949 372 1360 308 14619 10302 341 34 173 12743 94 997 676 2054 643 16952 2033 internal_value=0 0.0102047 0.010241 0.0102695 0.0102806 0.0103143 0.0102354 -0.0100424 0.0103065 0.0103427 0.0101268 -0.0100347 0.010334 0.0103156 0.0101272 0.01039 0.0102683 0.0102633 0.0101388 0.0101561 0.0104218 0.0101415 0.0101903 0.0102326 0.0103574 0.0102978 0.0103766 0.0102865 0.0102935 0.0102079 internal_weight=0 1005.24 685.414 535.772 487.226 278.729 208.497 1024.36 268.705 95.544 319.827 820.292 94.5659 71.1486 12.9275 23.4173 120.549 116.776 149.642 98.1542 5.10855 93.0457 87.948 27.5027 58.2211 14.1663 44.0548 173.161 151.333 15.9129 internal_count=911180 169666 100840 71513 64001 31766 32235 741514 31373 10723 68826 646393 10694 9289 3613 1405 15499 15191 29327 19025 375 18650 16736 3993 5676 1673 4003 20650 17595 2206 is_linear=0 shrinkage=0.01 Tree=590 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 10 12 12 10 10 12 10 12 12 10 10 12 10 3 3 3 3 3 3 3 10 0 10 3 split_gain=2058.95 0.4834 0.0752358 0.0581932 0.0314361 0.0120113 0.0107076 0.00702637 0.00698415 0.00611783 0.00554384 0.00455859 0.00395277 0.00393065 0.00339135 0.00312039 0.00291977 0.00223387 0.0016245 0.00152083 0.00141611 0.00129357 0.00127823 0.00137254 0.00109363 0.00125003 0.00107663 0.00124948 0.00106639 0.0010341 threshold=1.0000000180025095e-35 0.0089773964136838514 0.00014260681928130004 0.65440738201141369 0.51461192965507518 7.4335632689326312e-06 2.6750000000000003 0.068259380757808671 0.00099748477805400022 3.1750000000000003 3.1750000000000003 0.99473056197166454 3.2650000000000001 0.0089773964136838514 0.98755538463592529 3.1450000000000005 3.2050000000000005 0.99473056197166454 2.5450000000000004 1.0000000180025095e-35 0.96352549889135264 1.0000000180025095e-35 0.9756521002710028 1.0000000180025095e-35 1.0000000180025095e-35 0.96999699969997011 5.8950000000000005 1.0000000180025095e-35 3.1750000000000003 0.97156334231805941 decision_type=2 2 2 2 2 2 10 2 2 10 10 2 10 2 2 10 10 2 10 2 2 2 2 2 2 2 10 2 10 2 left_child=4 2 5 7 13 15 -4 12 19 -7 14 28 -3 -1 -6 -2 -9 -12 -15 -8 -21 -17 23 -11 -10 -26 27 -25 -5 -23 right_child=1 3 6 11 10 9 8 16 24 22 17 -13 -14 18 -16 21 -18 -19 -20 20 -22 29 -24 26 25 -27 -28 -29 -30 -31 leaf_value=-0.010014242891734167 0.010802192831734461 0.010214736608591124 0.010321135216948621 0.010066758455254602 -0.010253696821749939 0.010609295821245732 0.010511731560217005 0.010129782841775896 0.01039595004467141 0.010712190586747725 -0.010128960184826584 0.010041583990972184 0.010378040285812273 -0.010143932564245603 -0.010485301825376159 0.010928381366549585 0.010238059853488111 -0.010257922322130734 -0.010055398927336629 0.010729869214051732 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2.85751 2.37502 2.34474 2.09343 1.93976 1.92186 1.96353 1.84601 1.79946 threshold=2.9750000000000005 -1.0000000180025095e-35 3.8350000000000004 5.955000000000001 9.1600000000000019 0.012270400481782552 -71.499999999999986 2.9750000000000005 -10.499999999999998 -37.499999999999993 2.9750000000000005 -60.499999999999993 1.0000000180025095e-35 0.98936170212765973 -147.49999999999997 1.0000000180025095e-35 -53.499999999999993 4.3750000000000009 -390.49999999999994 4.995000000000001 4.9850000000000012 0.2573593073593074 4.995000000000001 0.05298245614035086 -64.499999999999986 1.0000000180025095e-35 -287.49999999999994 -124.49999999999999 5.4450000000000012 -57.499999999999993 decision_type=10 8 10 10 10 2 10 8 8 8 8 10 2 2 10 2 8 10 10 10 10 2 10 2 8 2 8 8 10 10 left_child=1 10 8 5 6 9 26 -3 -2 25 -1 -8 13 17 -6 23 29 -7 19 20 -19 -22 -11 -12 -25 -4 -5 -28 -20 -13 right_child=2 7 3 4 14 12 11 -9 -10 22 15 16 -14 -15 -16 -17 -18 18 28 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31 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26.8367 655.673 575.902 128.965 54.0529 5.77569 54.0654 70.4414 58.4287 103.903 151.975 125.161 446.937 7.48703 internal_count=911180 153668 757512 687238 141584 545654 98346 102195 70274 48559 51473 17861 497095 457169 43238 24693 7944 452634 413539 86920 27083 1891 22316 14732 11745 26243 80485 71271 326619 2090 is_linear=0 shrinkage=0.01 Tree=592 num_leaves=31 num_cat=0 split_feature=10 1 10 10 10 10 1 1 1 10 1 10 3 3 1 5 1 10 3 1 5 1 1 1 4 1 5 1 5 5 split_gain=218.622 37.6736 17.6523 10.3974 12.2852 7.95204 7.79996 6.691 6.08349 5.82747 10.206 5.57347 5.202 4.88445 4.55608 3.23736 3.16913 3.00063 4.50085 2.61046 2.62284 2.29645 4.57183 2.15697 2.32948 1.88452 1.95977 1.92808 2.07159 2.45359 threshold=2.9750000000000005 -1.0000000180025095e-35 3.8350000000000004 5.955000000000001 9.1600000000000019 2.9750000000000005 -71.499999999999986 -10.499999999999998 -144.49999999999997 4.995000000000001 -147.49999999999997 2.9750000000000005 0.091229193341869366 0.98843892007484635 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3 1 10 3 10 10 10 3 0 1 3 10 10 5 10 10 1 1 10 10 1 3 5 10 10 10 1 split_gain=2030.24 0.132463 0.020301 0.0191069 0.0148392 0.0135557 0.0099464 0.0077951 0.0077214 0.00669319 0.00458946 0.00452152 0.00448888 0.00382315 0.00346902 0.00421386 0.00333965 0.00297691 0.00289988 0.00261299 0.00221728 0.00213033 0.00206234 0.00176196 0.00175295 0.00167847 0.00158043 0.00149988 0.00142349 0.00137122 threshold=1.0000000180025095e-35 3.3950000000000005 -32.499999999999993 1.0000000180025095e-35 -5.4999999999999991 9.7700000000000014 0.90501253132832093 3.1750000000000003 6.1150000000000011 1.0000000180025095e-35 0.90943267259056748 1.0000000180025095e-35 -1.0000000180025095e-35 0.99938118811881205 4.495000000000001 6.3250000000000011 2.5000000000000004 5.035000000000001 4.9750000000000005 -125.49999999999999 -68.499999999999986 5.8550000000000013 4.9450000000000012 -29.499999999999996 0.52013513513513521 3.5000000000000004 2.2250000000000005 5.4450000000000012 5.2550000000000008 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0.78322452306747448 1.0000000180025095e-35 8.8294510192099562e-07 0.99997490644454967 1.0000000180025095e-35 0.00032736793218645006 5.6550000000000011 6.0750000000000011 1.0000000180025095e-35 1.0000000180025095e-35 6.4450000000000012 1.0000000180025095e-35 6.6750000000000007 2.1250000000000004 5.3550000000000013 1.0000000180025095e-35 0.2688089013099671 1.0000000180025095e-35 1.0000000180025095e-35 6.1150000000000011 0.62470657276995312 5.2250000000000005 1.0000000180025095e-35 0.13270235061645502 5.4143545185070261e-06 1.0000000180025095e-35 2.4350000000000005 decision_type=2 2 2 2 2 2 2 2 2 8 10 2 2 8 2 8 10 8 2 2 2 2 10 2 10 2 2 2 2 10 left_child=2 3 5 7 14 -1 16 9 17 11 20 25 13 21 15 -4 -3 -6 -18 -9 -7 28 -14 -24 -10 26 -2 -22 29 -5 right_child=1 6 4 12 8 10 -8 19 24 -11 -12 -13 22 -15 -16 -17 18 -19 -20 -21 27 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.009506958041635892 -0.0032539965756585515 0.0087520745369438872 -0.0063117565032868254 0.0039354750061689836 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68428 139875 564080 138797 48785 90438 22196 198875 19253 19643 9742 49437 42654 19887 50431 10826 26589 176428 6500 9901 2104 40007 17623 17431 108704 6002 5815 is_linear=0 shrinkage=0.01 Tree=595 num_leaves=31 num_cat=0 split_feature=12 12 12 12 48 12 12 48 12 48 29 29 48 19 12 19 12 12 2 12 12 12 5 12 3 19 12 5 39 2 split_gain=629.113 145.356 67.0619 11.993 8.56724 7.48354 6.79875 5.77924 4.10245 2.41496 1.85976 1.7959 1.38244 1.26732 1.25671 1.08963 0.958715 0.947388 0.936439 0.882178 0.860945 0.822338 0.755716 0.732199 0.700703 0.593878 0.576172 0.558494 0.550296 0.546492 threshold=0.0070173616986721008 0.99766892194747936 2.3335483092523649e-05 0.65440738201141369 1.0000000180025095e-35 0.99997490644454967 8.8294510192099562e-07 1.0000000180025095e-35 0.00032736793218645006 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.068259380757808671 1.0000000180025095e-35 0.97252115607261669 0.94052824378013633 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45204 12779 92 929 11625 5049 629 170 104 54873 internal_value=0 0.00517362 -0.00622393 0.00177876 -0.00294223 0.00919761 -0.008523 0.000709461 -0.00198025 0.00372212 -0.00537439 -0.000982853 -0.00718921 -0.00596704 0.00162676 -0.00143701 0.00247336 0.00466619 0.00559189 -0.00174911 -0.00657775 -0.00637607 0.00200775 -0.00235073 0.000832863 -0.00821336 -0.00537566 -0.00262606 -0.00277942 -0.00727394 internal_weight=0 1064.03 888.843 577.133 366.171 486.901 522.672 372.287 262.389 204.846 103.782 130.862 220.756 86.7735 241.425 113.764 88.1918 116.654 56.7619 103.262 138.228 77.855 6.46005 17.0081 109.202 82.5286 6.77003 54.3432 53.1274 77.7355 internal_count=911180 210562 700618 71765 146107 138797 554511 48827 94438 22938 51669 22046 189306 44564 26781 20070 11224 11714 6342 18769 120823 40712 788 7105 14838 68483 5678 12133 11963 75619 is_linear=0 shrinkage=0.01 Tree=596 num_leaves=31 num_cat=0 split_feature=11 10 6 1 1 10 10 10 2 10 1 1 6 10 1 1 2 10 2 10 10 10 10 1 6 6 10 6 6 1 split_gain=1991.53 0.130509 0.0387218 0.0200201 0.00850896 0.0114232 0.0112819 0.0076987 0.00765351 0.00659577 0.00595089 0.00532641 0.00478869 0.00455962 0.00445724 0.00385741 0.00370097 0.00495911 0.00363614 0.00316548 0.00307607 0.00265868 0.00257358 0.00223026 0.00192417 0.00192162 0.00188305 0.00181207 0.00175721 0.00174335 threshold=1.0000000180025095e-35 3.3950000000000005 30.500000000000004 -32.499999999999993 -66.499999999999986 9.7700000000000014 6.0550000000000006 3.1750000000000003 1.0000000180025095e-35 1.0000000180025095e-35 -15.499999999999998 -371.49999999999994 1.5000000000000002 4.3550000000000013 -1.0000000180025095e-35 -65.499999999999986 0.028778467908902653 9.7700000000000014 1.0000000180025095e-35 4.5150000000000006 5.5450000000000008 7.1150000000000011 5.5950000000000006 -45.499999999999993 13.500000000000002 385.50000000000006 7.6450000000000005 21.500000000000004 9.5000000000000018 -29.499999999999996 decision_type=2 10 2 8 8 10 10 10 2 10 10 10 2 10 8 10 2 10 2 10 10 8 10 8 2 2 10 2 2 10 left_child=7 3 4 9 5 8 15 14 -3 28 -8 13 22 -4 -1 19 -13 20 -17 -6 25 -15 -10 26 -11 -18 -22 -21 -2 -5 right_child=1 2 11 29 6 -7 10 -9 12 24 -12 16 -14 21 -16 18 17 -19 -20 27 23 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010065872664164874 0.010091177255246902 0.010205446637190824 0.010187051503789039 0.010045329183070809 0.010147287222687425 0.011068278793741431 0.010069034357531901 -0.010029290539990951 0.010332420366383122 0.010222438052585063 0.01093379019276243 0.01036007962614204 0.010423961622014571 0.010566402995665927 -0.010173835916028192 0.010218915307400272 0.010572798437776174 0.011224456992873775 0.010361124186793271 0.010309963543027078 0.010545002310187084 0.01017871785761864 0.010181046840854451 0.01022930924738184 0.010336163789528658 0.01079178433099225 0.010332169656016313 0.01009533174082739 0.010215897960175826 0.010198030294491813 leaf_weight=109.3616810659878 53.842235026415437 45.251205323962495 9.485176619607957 342.05349954706617 34.995644520036876 2.0462897857651106 42.004903462715447 812.78487741696881 50.420748192351311 55.562104037031531 0.81115091685205598 11.398500121198593 57.637196296360344 8.6457936535589361 58.799692495842464 26.485837276093662 40.114030509721488 1.0864151176065195 55.985672521870583 30.224262166302651 17.806040202267472 2.2239314545877287 14.450375127606092 3.6467511318624046 20.317685130983591 4.4518672041594973 5.4231500290334216 4.5221038507297626 14.29594438546337 7.6435873033478847 leaf_count=40327 10787 4332 1132 108336 5752 42 10421 691867 3057 5140 15 587 2752 436 9320 2158 1306 14 3004 2549 638 214 1563 252 1464 106 322 902 1441 944 internal_value=0 0.010203 0.0103225 0.0100895 0.0102739 0.0103256 0.0102288 -0.010042 0.0103166 0.0101888 0.0100854 0.0104924 0.0103576 0.0103473 -0.0101036 0.0102692 0.0105276 0.0105539 0.0103155 0.0102144 0.0105437 0.0104871 0.0102987 0.0104592 0.0102529 0.0105947 0.0104953 0.010282 0.0101173 0.0100487 internal_weight=0 962.832 469.117 493.715 364.835 169.806 195.03 980.946 167.76 144.018 42.8161 104.282 122.508 20.3549 168.161 152.214 83.9268 72.5283 82.4715 69.742 71.4418 10.8697 64.8711 26.8759 75.8798 44.5659 23.2292 34.7464 68.1382 349.697 internal_count=911180 169666 41554 128112 36547 11746 24801 741514 11704 18832 10436 5007 7372 1782 49647 14365 3225 2638 5162 9203 2624 650 4620 1212 6604 1412 960 3451 12228 109280 is_linear=0 shrinkage=0.01 Tree=597 num_leaves=31 num_cat=0 split_feature=12 12 12 1 12 1 12 12 12 1 10 10 10 10 1 10 10 10 1 12 10 10 10 1 1 12 5 12 6 10 split_gain=613.161 143.314 66.2586 11.7041 11.6611 9.17545 7.53313 6.82899 4.76204 4.29146 5.43112 3.75603 2.47903 2.30611 2.22915 1.77834 1.68855 1.67002 1.96749 1.42619 1.26322 1.15677 1.14907 1.92285 2.00446 1.46722 1.33717 1.08303 0.97134 0.94907 threshold=0.0070173616986721008 0.99766892194747936 2.3335483092523649e-05 -3.4999999999999996 0.65440738201141369 -390.49999999999994 0.99997490644454967 8.8294510192099562e-07 0.00019807765784200004 -3.4999999999999996 1.3750000000000002 5.7950000000000008 5.1050000000000013 8.2700000000000014 -348.49999999999994 5.3450000000000006 6.2350000000000012 2.1250000000000004 -380.49999999999994 0.068259380757808671 3.9650000000000003 5.2250000000000005 6.1150000000000011 -60.499999999999993 -54.499999999999993 0.94052824378013633 2.5000000000000004 5.4143545185070261e-06 28.500000000000004 3.7050000000000005 decision_type=2 2 2 8 2 10 2 2 2 8 10 8 10 8 10 8 10 10 10 2 10 10 10 8 8 2 10 2 2 10 left_child=2 4 7 8 5 11 17 -1 15 22 -11 12 -2 20 -9 -4 27 -3 -19 -7 -5 -10 25 26 -25 -6 -24 -16 -28 -12 right_child=1 6 3 13 9 19 -8 14 21 10 29 -13 -14 -15 16 -17 -18 18 -20 -21 -22 -23 23 24 -26 -27 28 -29 -30 -31 leaf_value=-0.0094887158090160868 -0.002187952492066826 0.0087139693083863358 -0.0047701529751772451 -0.0051721731449878858 0.0041480964764723342 0.00083527227962255815 0.0098425522636778184 -0.0087093986311515721 -0.0015974562663394838 0.0066708538799842747 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56.334276583045721 1.7837374405935404 24.748093309812248 leaf_count=365205 12282 9061 40043 7177 5291 17092 118910 54540 38829 3685 3191 1751 3907 451 74455 14766 17098 4150 6676 13795 30270 14571 1428 147 340 5430 576 43213 138 2712 internal_value=0 0.00514332 -0.0061913 -0.00291529 0.00176155 0.00070223 0.00918337 -0.00850091 -0.00203006 0.00368942 0.00168285 -0.00196688 -0.00281011 -0.00656666 -0.00715489 -0.00380831 -0.00649524 0.00679238 0.005951 0.00163508 -0.0070101 -0.0011112 0.00474564 0.0028785 -0.0021662 0.00520955 0.00432224 -0.0069268 0.000906902 0.000123566 internal_weight=0 1048.96 875.705 362.097 570.997 368.509 477.959 513.609 291.441 202.488 69.8291 95.4381 80.8339 70.656 217.388 99.2885 152.623 103.293 71.8387 273.071 66.641 192.152 132.659 26.4011 5.87448 106.258 20.5266 130.632 7.35562 53.1987 internal_count=911180 210562 700618 146107 71765 48827 138797 554511 108209 22938 9588 17940 16189 37898 189306 54809 134766 19887 10826 30887 37447 53400 13350 2629 487 10721 2142 117668 714 5903 is_linear=0 shrinkage=0.01 Tree=598 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 12 12 12 12 12 12 3 5 3 12 12 5 5 5 12 5 3 3 5 3 12 3 4 12 5 split_gain=603.917 142.674 66.0793 11.4726 7.63829 6.91447 6.16741 1.65176 1.45303 1.05589 0.909237 0.65356 0.541229 0.524363 0.508301 0.505418 0.472225 0.458715 0.433458 0.407104 0.37411 0.402432 0.363568 0.359406 0.349649 0.312953 0.265502 0.273063 0.259324 0.335563 threshold=0.0070173616986721008 0.99766892194747936 2.3335483092523649e-05 0.65440738201141369 0.99997490644454967 8.8294510192099562e-07 0.00025326936156485003 0.13270235061645502 0.94052824378013633 5.1029428504989491e-06 0.00099748477805400022 0.8185736677115989 2.5000000000000004 0.78297101449275375 0.99989646673202526 0.00012842786236425005 6.5000000000000009 2.5000000000000004 2.5000000000000004 2.9517374969145752e-05 2.5000000000000004 0.87439320388349528 0.86984754376058737 1.5000000000000002 0.8185736677115989 2.3838758522742867e-07 0.25108695652173912 1.5000000000000002 0.98755538463592529 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 10 8 10 2 10 2 2 10 2 2 2 8 2 10 left_child=2 3 5 7 14 16 11 20 12 13 -8 15 22 -7 17 26 25 -3 -9 -13 21 -2 -5 24 -12 -1 -4 -28 -10 -30 right_child=1 4 6 8 -6 9 10 18 28 -11 23 19 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-0.0098030154601397943 6.7164621516178878e-05 0.0066025965423301362 -0.0063140535829341324 0.0027928979352687261 0.0098385701444228604 -0.0080684430051702494 -0.0026187776055341507 0.0016298413990064287 0.0040361347917060551 -0.0063312454112009423 -0.0012451903783305071 -0.0075700266420143927 0.00060937790147850082 -0.0064264653169635901 0.0079131727972513739 -0.0037912941269516811 -0.0069686318739316843 0.0040867392951849544 -0.00019479898258682312 -0.0026037543322257875 -0.0011400765651009303 0.0013912023943271779 0.0046663069226745195 -0.00213765099788924 0.00037902633678405222 -0.009122037737762257 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0.00258306 0.00258264 0.00245925 0.00237344 0.00225755 0.00184071 0.00153553 0.00143109 0.00134089 0.00121857 0.00115842 0.00122865 0.00110062 0.00102087 threshold=1.0000000180025095e-35 0.0055486904457211009 0.00014260681928130004 0.51461192965507518 0.51461192965507518 4.2870472043432537e-06 2.6750000000000003 3.3550000000000004 3.2950000000000004 0.068259380757808671 0.98755538463592529 2.8250000000000006 0.00099748477805400022 0.011652591172605703 0.99473056197166454 0.045804195804195758 -371.49999999999994 0.97252115607261669 -390.49999999999994 3.1450000000000005 0.040202020202020204 0.034723896792862259 2.5450000000000004 5.8750000000000009 0.028778467908902653 0.034723896792862259 3.1750000000000003 -2.4999999999999996 -337.49999999999994 0.036334333941340412 decision_type=2 2 2 2 2 2 10 10 10 2 2 10 2 2 2 2 10 2 10 10 2 2 10 8 2 2 10 8 10 2 left_child=4 2 5 8 13 19 -4 28 29 18 26 17 20 -1 -13 -9 -11 -6 -10 -2 -8 -20 -15 -17 -14 -21 -5 -28 -7 -3 right_child=1 3 6 10 11 7 12 15 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8.5055844951421005 22.776288173627108 19.882569457869977 21.925244841724638 57.821184923872352 8.4716252107173187 12.488732770085333 2.4927480742335346 27.852928647771478 41.774647621437907 118.77404235908762 7.108745649456977 30.686100038699806 14.732788592576979 72.085405936464667 13.251747440081088 8.273945249617098 36.868542116135359 leaf_count=703501 28 886 660 6132 559 51 149 97 122 283 143929 5795 243 1978 924 270 2984 211 535 31 469 1207 28546 102 669 152 6612 763 148 3144 internal_value=0 0.0102037 0.0107048 0.0101046 -0.0100422 0.0109524 0.0105312 0.0108597 0.0102678 0.0103084 0.0100558 -0.01021 0.0105817 -0.0100231 -0.0101701 0.0109272 0.0102436 -0.0103551 0.0103807 0.0111718 0.0106691 0.0103598 -0.0100698 0.0109668 0.0105047 0.0112084 0.0101174 0.0101377 0.0106247 0.0101726 internal_weight=0 944.533 156.031 788.502 962.325 64.3029 91.7285 45.2151 181.378 127.058 607.124 98.0722 73.7014 864.253 76.8962 35.1285 66.9987 21.176 60.0596 19.0878 34.5097 54.2634 141.55 29.034 39.1917 17.2255 122.678 85.3372 10.0866 54.3195 internal_count=911180 169666 3069 166597 741514 879 2190 668 9161 5131 157436 7489 1530 734025 6719 469 3267 770 1864 211 618 1742 30524 372 912 183 13507 7375 199 4030 is_linear=0 shrinkage=0.01 Tree=600 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 6 6 6 6 6 12 6 12 12 12 3 3 3 12 0 3 3 12 3 split_gain=1934.19 0.454938 0.0649199 0.0608439 0.0298602 0.0126475 0.00673945 0.00564641 0.00526972 0.00503246 0.00358302 0.00327575 0.00240152 0.0018503 0.00183198 0.00171939 0.00118555 0.00113283 0.00109864 0.000999175 0.000966774 0.000801136 0.000764506 0.000708941 0.00070065 0.000652952 0.000640575 0.000601843 0.000588433 0.000542536 threshold=1.0000000180025095e-35 0.0055486904457211009 0.00014260681928130004 0.51461192965507518 0.51461192965507518 4.2870472043432537e-06 0.068259380757808671 0.98755538463592529 0.00099748477805400022 0.99473056197166454 0.011652591172605703 3.5000000000000004 3.5000000000000004 2.5000000000000004 1.5000000000000002 6.5000000000000009 4.5118455091142102e-05 4.5000000000000009 0.99977076053619396 9.1954279923811565e-07 2.9517374969145752e-05 0.97156334231805941 0.15074051531750862 0.53629776021080378 0.8784809708595277 1.0000000180025095e-35 0.51739261947973392 0.22271825396825398 0.99989646673202526 0.091229193341869366 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=4 2 5 6 10 14 15 -5 12 24 -1 20 22 -10 -2 -3 21 -8 -11 -16 23 27 -4 -7 -6 -24 -20 -13 -9 -22 right_child=1 3 8 7 9 11 17 28 13 18 -12 16 -14 -15 19 -17 -18 -19 26 -21 29 -23 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010013842072215029 0.010973677042589391 0.010294075608713357 0.010433102358053732 0.010116185492450715 -0.010135836501546673 0.010765734433240725 0.010181208854131539 0.010062171623644837 0.010394457019972674 -0.010278874316794917 -0.010069134851696297 0.010794426872887571 0.010679251215440952 0.010517921466002188 0.011312506738871525 0.010386830393382108 0.010837641714442505 0.010252229166957616 -0.010476888074068403 0.011144315169777522 0.01055060647521187 0.010764150483455122 0.010617559536536987 0.010958822353582684 -0.010198421851328816 0.010475121558286501 -0.01030359340962096 0.011022699098033576 0.010034361546467844 0.010726421950346289 leaf_weight=715.52156070794445 4.1674234606325653 50.770976067520678 5.9417503252625492 121.47100107581355 38.113831463968381 5.3288530129939335 59.992654122412205 94.834328722208738 24.89645626116544 15.971509670373054 140.15153203136288 1.2682096250355268 22.128436209633946 23.686807508580387 5.8592625483870497 32.958079640753567 9.5883074067532998 35.898790074046701 6.0198957994580251 8.8930323272943479 2.1818895880132905 1.5682454556226719 9.2839826457202417 2.9564937688410282 33.707515918882564 4.9258985817432395 3.3036207128316164 12.93711796402931 384.8105474493932 8.9740078728646022 leaf_count=703501 54 2184 164 13507 4000 86 4192 18800 769 749 30524 19 399 551 58 1037 141 1748 167 99 48 24 184 38 2437 123 136 158 125129 154 internal_value=0 0.0102017 0.0106973 0.0101035 -0.0100418 0.010942 0.010265 0.0100553 0.0105257 -0.0102079 -0.0100229 0.0108505 0.0106073 0.0104547 0.0111588 0.0103306 0.0109253 0.0102078 -0.0103292 0.0112111 0.0107528 0.0109786 0.0105284 0.0108346 -0.0101652 0.0105682 -0.0104155 0.0110023 0.0100399 0.010692 internal_weight=0 935.323 154.586 780.736 952.789 63.7228 179.62 601.116 90.8633 97.1164 855.673 44.8031 42.2801 48.5833 18.9197 83.7291 25.3619 95.8914 25.295 14.7523 19.4412 15.7736 20.1516 8.28535 71.8213 14.2099 9.32352 14.2053 479.645 11.1559 internal_count=911180 169666 3069 166597 741514 879 9161 157436 2190 7489 734025 668 870 1320 211 3221 342 5940 1052 157 326 201 471 124 6437 307 303 177 143929 202 is_linear=0 shrinkage=0.01 Tree=601 num_leaves=31 num_cat=0 split_feature=11 1 3 0 2 5 5 3 1 1 3 2 3 5 5 1 3 1 1 3 1 1 3 1 4 1 1 1 1 1 split_gain=1914.71 0.0971584 0.0253611 0.0130291 0.0105833 0.00839144 0.00478504 0.00220929 0.00205274 0.00397095 0.00358342 0.00206883 0.00201574 0.00234721 0.00200068 0.00210206 0.00194026 0.0016621 0.00157042 0.00239792 0.00148679 0.0014182 0.00119716 0.000997888 0.000981634 0.000859464 0.00133807 0.000824376 0.000772234 0.00280345 threshold=1.0000000180025095e-35 -4.4999999999999991 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 11.500000000000002 2.5000000000000004 0.25108695652173912 -65.499999999999986 -60.499999999999993 0.90501253132832093 0.68438714235252573 0.50155279503105599 1.5000000000000002 4.5000000000000009 -346.49999999999994 0.68199436222692045 -8.4999999999999982 -162.49999999999997 0.57511061946902664 -10.499999999999998 -1.0000000180025095e-35 0.091229193341869366 -125.49999999999999 2.5000000000000004 -361.49999999999994 -263.49999999999994 -61.499999999999993 -144.49999999999997 -147.49999999999997 decision_type=2 8 2 2 2 10 10 2 10 10 2 2 2 10 10 10 2 8 10 2 10 8 2 10 8 10 10 10 10 8 left_child=7 2 28 4 24 6 8 -1 11 10 27 -6 -3 -14 18 -16 22 -5 -8 23 -18 -9 -11 -20 -4 -13 -27 -10 29 -2 right_child=1 12 3 17 5 -7 14 21 9 16 -12 25 13 -15 15 -17 20 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.01007188783409994 0.010198960088225614 0.010067390752481871 0.010972576493955813 0.010209052224918551 0.010393398576498793 0.011428890957379098 0.010441433207194647 -0.010025769598073369 0.010326694192740028 0.010985701363578928 0.010038806485904397 0.010094606245583733 0.010092151473712755 0.010189285009105788 0.010847725746464141 0.010217012994710631 0.010424848203153918 0.010741976810388727 0.010750434229002726 0.01068693788979286 0.0108477608660603 -0.010057462368110823 0.010324524171147384 0.010373141994687474 0.010178383403756741 0.010456615450933397 0.010254255590378202 0.010175939158031572 0.010148125911549781 0.011057062761234519 leaf_weight=189.29792884603376 21.203699520789087 263.86576206679456 0.15640355879441159 78.886892873095348 136.17243544943631 0.75317696016281743 15.727637589443475 565.91794250917155 15.339438024209814 0.27531354781240125 7.8261431406717739 2.158407163340601 110.16839951416478 32.134423099923879 0.60186247481033195 4.3306643469259134 19.807111079338942 0.58960424154065449 0.81583030428737302 9.015750583726911 0.86769889667630096 188.13187801686581 51.599210892105475 4.981024198234083 31.527610088232905 4.401392869651322 12.684821655042466 4.7506677447818246 95.170624333666638 0.38768818276003258 leaf_count=95121 2366 83612 8 9861 7661 8 874 526762 1103 8 3207 302 27911 6072 21 524 1114 22 15 285 22 119631 3597 334 3927 233 1171 714 14679 15 internal_value=0 0.0101996 0.0102902 0.0103277 0.0103559 0.0103747 0.010372 -0.0100413 0.0103569 0.0103217 0.0102203 0.0103797 0.0100838 0.0101141 0.0104808 0.010294 0.0103607 0.010213 0.010511 0.0105849 0.0104426 -0.0100337 0.010328 0.0104262 0.0101823 0.0102826 0.0103064 0.010291 0.0101604 0.0102144 internal_weight=0 926.2 520.031 403.269 323.793 292.109 291.355 943.348 255.883 100.466 27.9162 155.417 406.169 142.303 35.4728 4.93253 72.5493 79.4765 30.5402 14.8126 20.6748 754.05 51.8745 5.79685 31.684 19.2446 17.0862 20.0901 116.762 21.5914 internal_count=911180 169666 52071 35011 25128 21193 21185 741514 19132 9765 5024 9367 117595 33983 2053 545 4741 9883 1508 634 1136 646393 3605 349 3935 1706 1404 1817 17060 2381 is_linear=0 shrinkage=0.01 Tree=602 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 12 1 12 12 12 1 12 12 1 1 12 1 12 12 1 12 12 12 12 split_gain=1895.44 0.428281 0.0610344 0.0572782 0.0281368 0.0118751 0.00634187 0.00531522 0.00495632 0.00474129 0.003375 0.00215108 0.00112523 0.00103488 0.000944702 0.000873452 0.000665776 0.000660127 0.00055374 0.000539234 0.000500075 0.000478153 0.000445987 0.000444773 0.000409275 0.000396614 0.000336075 0.000326308 0.000321634 0.000270771 threshold=1.0000000180025095e-35 0.0055486904457211009 0.00014260681928130004 0.51461192965507518 0.51461192965507518 4.2870472043432537e-06 0.068259380757808671 0.98755538463592529 0.00099748477805400022 0.99473056197166454 0.011652591172605703 3.2062489481177188e-05 -95.499999999999986 0.99977076053619396 9.1954279923811565e-07 0.026551560498774003 -90.499999999999986 0.8784809708595277 0.99989646673202526 -95.499999999999986 -65.499999999999986 0.18897357583045957 -90.499999999999986 0.8784809708595277 0.13270235061645502 -33.499999999999993 0.00037353503284970005 7.4335632689326312e-06 0.00025326936156485003 0.0013712961226701001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 8 2 2 8 8 2 10 2 2 8 2 2 2 2 left_child=4 2 5 6 10 14 15 23 12 17 28 25 -4 -11 -2 22 -10 -6 -9 -13 -15 -8 -3 -5 -12 27 -14 -7 -1 -18 right_child=1 3 8 7 9 11 21 18 16 13 24 19 26 20 -16 -17 29 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010010126747805393 0.011220431018006653 0.010386826203686124 0.010680043649709994 0.010133040552731096 -0.010133143788400316 0.01099487847108911 0.010229250539191402 0.010060924589494978 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16.004364650696516 13.294009413570164 143.91649893275462 27.756483186036348 leaf_count=634454 80 682 198 5703 4000 59 2277 18800 316 749 21850 95 293 84 131 1476 163 2437 125129 269 219 3663 1063 7804 8674 63 379 182 69047 841 internal_value=0 0.0101977 0.010683 0.0101015 -0.0100409 0.0109223 0.0102597 0.0100542 0.0105149 -0.0102038 -0.0100224 0.0108328 0.0105948 -0.0103227 0.0111342 0.0103239 0.0104454 -0.0101619 0.0100391 0.0107633 -0.0104072 0.0102036 0.0103506 0.0101139 -0.0100678 0.0109031 0.010563 0.010923 -0.0100136 0.0104217 internal_weight=0 917.157 151.781 765.376 933.999 62.6066 176.155 589.221 89.174 95.2459 838.753 44.0086 41.5032 24.8163 18.598 82.1282 47.6708 70.4296 470.142 22.1486 9.14928 94.0266 49.1144 119.079 137.398 21.8599 30.2173 17.9641 701.355 34.0228 internal_count=911180 169666 3069 166597 741514 879 9161 157436 2190 7489 734025 668 870 1052 211 3221 1320 6437 143929 364 303 5940 1745 13507 30524 304 672 241 703501 1004 is_linear=0 shrinkage=0.01 Tree=603 num_leaves=31 num_cat=0 split_feature=11 10 6 3 5 10 10 6 10 5 10 6 10 10 2 10 5 10 10 6 6 29 6 29 6 6 6 5 3 10 split_gain=1876.36 0.11408 0.0339949 0.00834147 0.00701484 0.0067771 0.00619206 0.00514695 0.00735665 0.00360616 0.00327954 0.00283986 0.002543 0.00374943 0.00247813 0.00221075 0.00220433 0.00208629 0.00201167 0.00200953 0.00188962 0.0014943 0.00134949 0.00143172 0.00127126 0.00119699 0.00117985 0.00115918 0.00109365 0.00103789 threshold=1.0000000180025095e-35 3.3950000000000005 30.500000000000004 0.22271825396825398 2.5000000000000004 3.1750000000000003 2.5450000000000004 4.5000000000000009 6.0550000000000006 6.5000000000000009 4.5950000000000006 20.500000000000004 5.955000000000001 4.0550000000000006 0.062895569620253167 9.7700000000000014 1.5000000000000002 5.955000000000001 8.4800000000000022 9.5000000000000018 317.50000000000006 1.0000000180025095e-35 15.500000000000002 1.0000000180025095e-35 18.500000000000004 3.5000000000000004 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 4.4350000000000014 decision_type=2 10 2 2 10 10 10 2 10 8 10 2 10 10 2 10 10 10 8 2 2 2 2 2 2 2 2 10 2 10 left_child=5 6 3 17 12 25 19 8 10 -6 27 15 13 21 -12 24 18 -3 -10 -2 29 -4 -8 -24 -9 -1 -16 -5 -7 -15 right_child=1 2 4 7 9 28 22 11 16 -11 14 -13 -14 20 26 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010120045110312677 0.01005135874199911 0.010207802154739818 0.010318153891097833 0.01021840037677596 0.010638123508970596 -0.010058873948939555 0.010123008654974871 0.010367100838622434 0.010216129571058856 0.011259554383190502 0.010210132293737515 0.010259009601487094 0.01035851001065278 0.010372861398080462 0.010328780988806588 0.010650252081955662 0.010067506138606548 0.01009568054477894 0.010778477862668643 0.010125227641188558 0.010692434785657149 0.010817602689024035 0.010182688444733166 0.010542308475647095 0.010549720180127753 -0.010062697643216387 0.010427220674671179 0.010513800513117769 -0.010023521628480763 0.01051902876498377 leaf_weight=103.28251689864555 275.63982542371377 67.936843093018979 14.276647792663422 50.555729174055159 12.591202243696895 100.77856161404634 110.82671930384822 50.203230427345261 5.0842714083846685 1.0086158178746707 15.870252497494219 20.498554832767695 26.584108177572489 5.7030475866049519 67.027054807171226 3.2299620108678928 21.994335565948859 21.960222845664248 0.72710345615632821 42.506613092962652 5.7017733626998952 0.62527433643117625 33.361653146799654 1.1450583306141187 4.1251275981776407 56.202106626995374 14.878130638506262 1.3642544774338592 664.47912468010327 32.781709839124233 leaf_count=26001 91181 6683 1243 5994 379 53798 22922 3173 576 16 1433 2415 1523 335 4339 264 5981 4747 26 8597 170 14 5354 58 169 23646 687 60 638069 1327 internal_value=0 0.0101957 0.0103101 0.0102633 0.0104732 -0.0100405 0.0100859 0.0102924 0.0102626 0.0106842 0.0102904 0.0103601 0.0104397 0.0104763 0.0103245 0.0103961 0.0101133 0.0101804 0.0102865 0.0100612 0.0105225 0.0103391 0.01014 0.0101946 0.010381 -0.0100998 0.0103467 0.0102262 -0.0100282 0.0104974 internal_weight=0 908.207 444.727 345.455 99.2724 924.742 463.48 255.558 177.501 13.5998 149.695 78.0569 85.6726 59.0885 97.7754 57.5583 27.8057 89.8971 5.81137 318.146 44.1865 14.9019 145.333 34.5067 54.3284 159.485 81.9052 51.92 765.258 38.4848 internal_count=911180 169666 41554 36547 5007 741514 128112 25117 19096 395 12513 6021 4612 3089 6459 3606 6583 11430 602 99778 1832 1257 28334 5412 3342 49647 5026 6054 691867 1662 is_linear=0 shrinkage=0.01 Tree=604 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 12 12 10 12 10 10 10 10 10 12 12 3 5 3 2 10 12 12 5 5 10 2 10 5 2 split_gain=564.984 135.18 62.7647 10.7063 7.39313 6.70019 5.77168 2.55695 2.15593 2.04845 1.6704 1.64744 1.61925 1.5954 0.929629 0.813175 0.778881 0.6953 0.662002 0.563279 0.660068 0.479578 0.472359 0.458751 0.44026 0.437092 0.661584 0.740768 0.425583 0.418026 threshold=0.0070173616986721008 0.99766892194747936 2.3335483092523649e-05 0.78322452306747448 0.99997490644454967 8.8294510192099562e-07 0.00025326936156485003 5.705000000000001 0.2688089013099671 6.285000000000001 5.285000000000001 5.4450000000000012 2.1250000000000004 9.0500000000000025 5.4143545185070261e-06 0.00073490195791230009 0.22271825396825398 3.5000000000000004 0.74213338610726309 0.27293771043771048 9.1600000000000019 1.1116698715341046e-05 7.0975467679090811e-05 6.5000000000000009 2.5000000000000004 4.8650000000000011 0.88956639566395668 6.1150000000000011 1.5000000000000002 0.31601439496176342 decision_type=2 2 2 2 2 2 2 8 2 10 8 10 10 8 2 2 2 10 2 2 8 2 2 10 10 10 2 10 8 2 left_child=2 3 5 8 12 23 7 18 11 14 15 17 -3 25 -7 -8 -13 -2 22 20 -9 -11 -4 -1 -17 -5 -27 -28 -21 -26 right_child=1 4 6 13 -6 9 10 19 -10 21 -12 16 -14 -15 -16 24 -18 -19 -20 28 -22 -23 -24 -25 29 26 27 -29 -30 -31 leaf_value=-0.0095334510429984105 5.2328884672625471e-05 0.0086715225619841876 -0.0063828925455855024 0.0029238057637506797 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4.2593130939640114 4.6756023523630565 45.238500549108721 6.9178683788049957 3.6358901422936452 66.491309330565855 2.7344205770641556 4.1247993470169604 5.4911305643618098 4.625173807318788 leaf_count=355251 31046 9061 28809 7587 118910 106548 18642 3672 13139 16809 17817 837 10826 4316 63413 25086 4871 2229 14601 3007 1980 2536 26454 9954 1217 6960 301 479 2513 2309 internal_value=0 0.00508168 -0.00612317 0.00172715 0.00915385 -0.00845372 -0.00286006 -0.00444749 0.000821221 -0.00708203 -0.00180271 0.00029093 0.00671659 0.00390518 -0.0074423 -0.00245122 0.00207536 -7.04096e-05 -0.00515208 -0.00180769 -0.00339155 -0.00430434 -0.00557348 -0.00946826 -0.00193143 0.00351862 0.00404847 0.00109157 -0.000579763 -0.00413572 internal_weight=0 989.588 825.326 542.605 446.983 481.461 343.865 137.472 383.213 204.702 206.392 255.502 97.3519 159.393 181.201 135.816 43.0255 212.476 108.51 28.9624 12.6481 23.5014 84.0466 276.76 93.5847 138.689 73.3505 6.85922 16.3143 8.26106 internal_count=911180 210562 700618 71765 138797 554511 146107 81036 52122 189306 65071 38983 19887 19643 169961 47254 5708 33275 69864 11172 5652 19345 55263 365205 28612 15327 7740 780 5520 3526 is_linear=0 shrinkage=0.01 Tree=605 num_leaves=31 num_cat=0 split_feature=12 12 12 1 1 12 12 12 12 12 1 12 12 12 2 1 1 5 6 12 12 5 1 12 12 3 2 5 1 2 split_gain=556.343 130.577 66.5649 11.0205 10.1804 7.55718 7.5099 7.50107 4.71776 4.12753 2.55059 1.45155 1.40476 1.11166 0.729367 0.940786 1.52284 1.4594 0.751822 0.679373 0.661435 0.637265 0.619591 0.574424 0.540118 0.690898 0.52927 0.465293 2.34816 0.661965 threshold=0.0089773964136838514 0.99766892194747936 2.9517374969145752e-05 -3.4999999999999996 -1.0000000180025095e-35 8.8294510192099562e-07 0.78322452306747448 0.99997490644454967 0.51461192965507518 0.00032736793218645006 -348.49999999999994 0.068259380757808671 6.1143434777477532e-06 0.97252115607261669 0.89596861471861489 -57.499999999999993 -56.499999999999993 3.5000000000000004 455.50000000000006 0.0016333823441527001 0.94052824378013633 2.5000000000000004 -380.49999999999994 0.0006371206545736001 0.00014260681928130004 0.8185736677115989 0.21458087367178272 6.5000000000000009 -64.499999999999986 0.34794619264953158 decision_type=2 2 2 8 8 2 2 2 2 2 10 2 2 2 2 10 10 10 2 2 2 10 10 2 2 2 2 10 8 2 left_child=2 4 5 9 6 27 11 22 -6 24 -7 -2 26 -10 18 17 -17 -16 20 -11 -8 -13 -3 -5 25 -4 -12 -1 29 -29 right_child=1 7 3 23 8 10 14 -9 13 19 12 21 -14 -15 15 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0095251496292614087 0.00086769939302713817 0.005793127476948867 -0.0043116159751037646 -0.0071044535036805566 -0.0021107884661112713 -0.0086380168360724735 0.0043274129054493475 0.0098283801630795285 0.00049206578572351541 -0.0014513568592625045 -0.0059249822027147205 0.0025821439336636861 -0.0051478381888386974 0.0030228464245552669 0.0066610100916453738 -0.0099849695334889143 0.0050814101002861177 -0.0048390519738767792 -0.0033349922364485952 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66369 312 9257 385 internal_value=0 0.00513997 -0.00598868 -0.00262871 0.00177493 -0.00835653 0.00266847 0.00914021 -0.00038759 -0.00176076 -0.00695996 0.00179233 -0.00625798 0.0013897 0.00496767 0.00232246 -0.00268601 0.00430708 0.00523572 -0.000791528 0.00532963 0.00237389 0.00668079 -0.0062997 -0.0032831 -0.00382502 -0.00708686 -0.00945907 -0.00689178 0.00406338 internal_weight=0 970.044 836.674 345.877 526.851 490.797 372.808 443.193 154.043 279.737 216.527 269.943 152.664 75.8314 102.865 9.46471 2.68606 6.77865 93.4007 170.918 92.3883 165.715 96.8974 66.1397 108.819 68.3678 87.4044 274.271 6.88238 1.52346 internal_count=911180 207225 703955 139875 68428 564080 41978 138797 26450 103576 198875 30669 141470 10802 11309 1151 234 917 10158 45771 10059 15858 19887 36299 57805 40714 91115 365205 9954 697 is_linear=0 shrinkage=0.01 Tree=606 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 2 10 10 5 0 0 5 5 0 3 2 3 2 3 5 3 5 2 10 3 2 2 10 5 10 split_gain=184.199 14.5806 10.2215 8.94392 8.76347 6.75358 4.28954 3.42873 3.31079 3.00365 2.89809 2.61876 2.20609 2.15719 2.00302 1.95009 1.61143 1.59435 2.12539 3.00242 2.55241 1.53187 1.48245 2.04646 2.48756 1.57588 1.57767 1.43917 1.42331 1.31828 threshold=2.9750000000000005 3.8350000000000004 2.1250000000000004 5.5950000000000006 9.1600000000000019 1.0000000180025095e-35 4.995000000000001 6.2550000000000008 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 0.23123827392120072 0.59921259842519692 0.13453458306399482 0.25092592592592594 0.90943267259056748 2.5000000000000004 0.90501253132832093 2.5000000000000004 0.76024883359253514 1.9550000000000003 0.52655075187969935 0.05298245614035086 0.31296641791044782 8.0200000000000014 5.5000000000000009 4.9850000000000012 decision_type=10 10 10 10 10 2 10 10 10 2 2 8 10 2 2 2 2 2 2 10 2 10 2 8 2 2 2 10 8 10 left_child=2 21 9 5 7 10 11 8 -5 22 -3 13 14 29 -9 -8 -15 18 20 -20 27 -2 23 -1 -25 -26 -27 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9.7481257819454168 55.185760373773519 141.08092349930666 70.231461297953501 32.09098855976481 9.7590539927478002 5.5430009077535933 67.374454133212566 77.401522407599259 42.010352371144108 30.582613614620641 2.9610473294742397 4.3058452665572986 7.1948499166755928 11.088365944684481 29.906231254688464 74.260746219661087 11.823391177109441 19.34323806501925 24.001943852344994 8.5745352099183929 10.204434319457503 9.4327274484676291 leaf_count=12591 65102 16404 47033 35197 43238 131759 213410 2062 41940 45297 28116 25884 4189 3090 38608 52736 15841 16505 503 4159 3258 5172 7825 25779 3675 5602 5866 1984 2840 5515 internal_value=0 -0.00204187 0.005036 -0.00251586 -0.00109163 -0.00310207 -0.00353141 -0.000507906 -0.00171261 0.00603229 -0.00102931 -0.00266972 0.000513921 -0.00234756 -0.000667879 -0.00432324 -0.000415121 0.00175258 0.00339415 -0.0013773 0.00475239 0.000355649 0.00525156 0.00560791 0.00623619 0.00462775 0.00374505 0.00277154 0.000432651 -0.0027626 internal_weight=0 1283.05 515.389 1071.26 312.361 758.897 628.677 278.533 127.828 343.48 130.22 301.057 150.705 268.966 77.1226 327.621 47.5534 73.5824 32.7953 7.26689 25.5284 211.789 202.4 172.493 129.429 55.1686 43.3452 18.3336 40.787 221.412 internal_count=911180 757512 153668 687238 194483 492755 448235 151245 77137 106635 44520 182089 74108 156205 40670 266146 18931 33438 14093 4662 9431 70274 61338 53513 40922 15143 11468 6173 19345 137274 is_linear=0 shrinkage=0.01 Tree=607 num_leaves=31 num_cat=0 split_feature=12 12 12 1 12 1 12 12 12 1 10 10 10 1 10 10 10 10 1 12 10 10 10 1 1 12 12 10 6 4 split_gain=545.411 133.523 62.359 10.9436 10.3167 8.43784 7.625 6.8929 4.2364 4.03805 5.02337 3.42627 2.31721 2.22281 2.15482 1.63613 1.63535 1.63313 1.71906 1.26934 1.21083 1.18197 1.0778 1.78625 1.84057 1.3705 1.05494 0.981938 0.902087 1.02717 threshold=0.0070173616986721008 0.99766892194747936 2.3335483092523649e-05 -3.4999999999999996 0.65440738201141369 -390.49999999999994 0.99997490644454967 8.8294510192099562e-07 0.00017857718921725002 -3.4999999999999996 1.3750000000000002 5.7950000000000008 5.1050000000000013 -348.49999999999994 8.2700000000000014 5.7250000000000005 6.2350000000000012 1.3750000000000002 -380.49999999999994 0.068259380757808671 3.9650000000000003 5.2250000000000005 6.1150000000000011 -60.499999999999993 -53.499999999999993 0.94052824378013633 5.4143545185070261e-06 3.1450000000000005 7.5000000000000009 29.500000000000004 decision_type=2 2 2 8 2 10 2 2 2 8 10 8 10 10 8 10 10 10 10 2 10 10 10 8 10 2 2 10 2 8 left_child=2 4 7 8 5 11 17 -1 15 22 -11 12 -2 -9 20 -4 26 -3 27 -7 -5 -10 25 -24 -25 -6 -15 -19 -18 -30 right_child=1 6 3 14 9 19 -8 13 21 10 -12 -13 -14 16 -16 -17 28 18 -20 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31 leaf_value=-0.0094478150253905387 -0.002160992700785771 0.0088628170749531412 -0.0043358387329125499 -0.0050523271488208 0.0040318903190976804 0.00082098465793139955 0.0098231304888838095 -0.0086259451885808431 -0.0015785567135736906 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52.778899643511977 14.936831192811949 11.136591919523195 4.7455615156213762 leaf_count=365205 12282 7900 46135 7177 5291 17092 118910 54540 40461 3685 5903 1751 3907 74455 451 6441 4362 3163 6962 13795 30270 15172 2142 147 340 5430 43213 1862 10104 2632 internal_value=0 0.00501652 -0.00605252 -0.00280414 0.00169698 0.000677326 0.00912258 -0.00840536 -0.0019297 0.00356483 0.00156656 -0.00194935 -0.00277536 -0.00700795 -0.00645572 -0.00373333 -0.00632842 0.00663715 0.00587513 0.00159409 -0.00690218 -0.00108026 0.00462126 0.00276009 -0.00223718 0.00508406 -0.00677065 0.00392015 -0.00373103 -0.00258001 internal_weight=0 979.609 815.904 342.728 541.684 350.401 437.925 473.176 276.512 191.283 66.1532 90.6565 76.7931 202.168 66.2159 88.5319 142.373 96.2927 71.733 259.745 62.3941 187.98 125.13 24.9186 5.55754 100.211 121.66 27.6446 20.7137 15.8822 internal_count=911180 210562 700618 146107 71765 48827 138797 554511 108209 22938 9588 17940 16189 189306 37898 52576 134766 19887 11987 30887 37447 55633 13350 2629 487 10721 117668 5025 17098 12736 is_linear=0 shrinkage=0.01 Tree=608 num_leaves=31 num_cat=0 split_feature=11 10 3 10 10 10 10 3 10 10 4 10 3 3 3 10 10 10 3 29 10 3 3 3 10 4 3 29 3 10 split_gain=1830.1 0.114125 0.016857 0.0077283 0.00687054 0.0062135 0.00601549 0.00664338 0.00612993 0.00318614 0.00246984 0.00232488 0.0026997 0.00225375 0.00210193 0.00195563 0.00175126 0.00154184 0.00144492 0.00124637 0.00112743 0.00162844 0.00109598 0.00105672 0.00102279 0.00149993 0.00100273 0.000964176 0.000919652 0.000900275 threshold=1.0000000180025095e-35 3.3950000000000005 1.0000000180025095e-35 9.7700000000000014 3.1750000000000003 2.5450000000000004 6.2150000000000007 0.97385509227614497 3.9950000000000006 9.0500000000000025 17.500000000000004 4.995000000000001 0.50952467343976793 0.61560191221208183 0.74478940512375169 4.9850000000000012 5.8550000000000013 6.9050000000000011 0.97385509227614497 1.0000000180025095e-35 5.5650000000000004 0.65235814296241723 1.0000000180025095e-35 0.69951456310679616 9.7700000000000014 18.500000000000004 0.93364779874213844 1.0000000180025095e-35 0.82623792270531415 2.2250000000000005 decision_type=2 10 2 8 10 10 10 2 10 10 8 10 2 2 2 10 10 10 2 2 10 2 2 2 10 10 2 2 2 10 left_child=4 5 16 6 29 -2 7 8 13 14 -10 15 -13 -4 23 -12 -3 -16 -5 -7 -14 -22 -6 -8 -18 -26 -19 -15 -17 -1 right_child=1 2 3 18 22 19 9 -9 10 -11 11 12 20 27 17 28 24 26 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.01012717754511111 0.010060820628770242 0.01020914535769812 0.010203860069346281 0.010767789769071934 -0.010059447833869408 0.010136631478064893 0.010261936283761985 0.010214718748139688 0.010272449281783017 0.010398788780688353 0.01037804349846156 0.010377863718556765 0.010507880782312682 0.010338913364309865 0.01028498089206467 0.010125741680948333 0.010083161838079464 0.01006791995496681 0.010147177758873104 0.010345317932990948 0.010530143880466074 0.010343166830671033 -0.01002363849398674 0.010529836433234675 0.010857004819233757 0.010093653077131151 0.010255188524636891 0.010687639168041971 0.010658791674704156 -0.010079183122955976 leaf_weight=71.849277164496016 306.3100133005064 61.243754061404616 25.47254114295356 4.9276975218672296 98.509647841856349 138.59096325398423 30.592888986691833 29.227368048392236 15.174287535250185 12.364325709640978 84.993570844177157 45.850143460556865 42.591741537675261 14.122023341245946 6.4281450067646828 4.2493538609705857 18.522693978622559 14.554790389025586 0.4060615284834056 2.9222824252210549 7.642539658118042 11.927572101820259 645.65876300341915 1.5468075976241369 0.43102224613539764 0.63904618844389915 3.5582962373737237 0.84000457776710469 0.35034360829740752 85.702903988480102 leaf_count=17221 99778 6156 3276 311 53798 28145 3420 2673 1507 544 6067 2593 1758 1156 532 784 4184 4869 39 189 326 637 638069 88 35 108 456 25 10 32426 internal_value=0 0.0101984 0.0103132 0.0103427 -0.0100411 0.0100861 0.010337 0.0103575 0.0103739 0.0102533 0.0103954 0.0104048 0.0104361 0.0102611 0.0102216 0.0103672 0.0101828 0.0101519 0.0107205 0.0101409 0.010479 0.0104162 -0.0100284 0.0102748 0.0101005 0.0104011 0.0101047 0.0103585 0.0101663 -0.0101011 internal_weight=0 885.48 437.657 356.821 901.721 447.823 351.487 282.441 253.214 69.0453 212.78 197.605 108.012 40.4346 56.6809 89.5933 80.8365 24.5412 5.33376 141.513 62.1619 19.5701 744.168 32.1397 19.5928 1.07007 18.1131 14.962 4.5997 157.552 internal_count=911180 169666 41554 31071 741514 128112 30721 20812 18139 9909 13682 12175 5314 4457 9365 6861 10483 5857 350 28334 2721 963 691867 3508 4327 143 5325 1181 794 49647 is_linear=0 shrinkage=0.01 Tree=609 num_leaves=31 num_cat=0 split_feature=12 12 12 1 12 1 12 12 12 10 1 10 1 10 10 10 1 10 10 12 10 10 10 1 1 12 10 12 1 1 split_gain=531.54 131.582 61.5648 10.7192 10.0567 8.695 7.65276 6.91229 4.12227 3.71285 3.3877 4.35214 2.21458 2.10944 1.74772 1.62549 1.69302 1.60887 1.59488 1.56646 1.20155 1.14682 1.08821 1.83792 1.82304 1.04769 0.96138 0.819399 0.800264 0.995744 threshold=0.0070173616986721008 0.99766892194747936 2.3335483092523649e-05 -3.4999999999999996 0.78322452306747448 -390.49999999999994 0.99997490644454967 8.8294510192099562e-07 0.00017857718921725002 6.5450000000000008 -1.0000000180025095e-35 2.3850000000000002 -348.49999999999994 8.2700000000000014 4.9450000000000012 1.3750000000000002 -380.49999999999994 6.2350000000000012 5.7250000000000005 0.068259380757808671 3.9650000000000003 5.2250000000000005 6.1150000000000011 -59.499999999999993 -53.499999999999993 5.4143545185070261e-06 3.1450000000000005 0.97252115607261669 -277.49999999999994 -129.49999999999997 decision_type=2 2 2 8 2 10 2 2 2 8 8 10 10 8 10 10 10 10 10 2 10 10 10 8 10 2 10 2 10 8 left_child=2 4 7 8 5 9 15 -1 18 14 22 -12 -9 20 -2 -3 26 25 -4 -7 -5 -10 27 -24 -25 -14 -17 -6 -19 -30 right_child=1 6 3 13 10 19 -8 12 21 -11 11 -13 17 -15 -16 16 -18 28 -20 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31 leaf_value=-0.0094374199860353756 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12.537078917725013 43.431583328405395 2.0219695310806882 14.395756354788317 163.79744659713469 39.169121673214249 52.706593362963758 16.773279592394829 1.9224727205000816 2.8685533269308534 52.083543237182312 14.781933968653901 29.653152593877167 6.6696112761856057 11.773461415665226 leaf_count=365205 10917 7900 46135 7177 5135 17092 118910 54540 40461 1699 4144 4190 74455 451 6571 3163 6962 916 6441 15843 30270 15172 1942 109 313 43213 1862 3810 7001 9181 internal_value=0 0.00498723 -0.00602006 -0.00277843 0.00168094 0.000799755 0.00910836 -0.00838245 -0.00190996 -0.00173852 0.0038109 0.00182584 -0.00697348 -0.00642046 -0.00250389 0.00660123 0.00583688 -0.00629108 -0.00369978 0.00170356 -0.00686659 -0.0010683 0.00489927 0.00290632 -0.00255616 -0.00673345 0.00388642 0.00543842 -0.00369971 -0.00435447 internal_weight=0 965.691 803.927 338.897 535.817 379.014 429.874 465.029 273.645 99.5197 156.803 55.5274 199.109 65.2521 86.0141 94.8772 70.7506 140.349 87.5239 279.495 61.4677 186.121 101.275 21.5643 4.79103 119.884 27.319 79.7111 20.465 18.4431 internal_count=911180 210562 700618 146107 71765 52122 138797 554511 108209 19187 19643 8334 189306 37898 17488 19887 11987 134766 52576 32935 37447 55633 11309 2364 422 117668 5025 8945 17098 16182 is_linear=0 shrinkage=0.01 Tree=610 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 10 10 10 12 10 12 12 12 12 2 1 1 10 2 12 2 10 10 0 2 2 10 1 1 split_gain=1803.64 0.412326 0.0621066 0.0523154 0.0273254 0.0125998 0.00824191 0.00644087 0.00591112 0.00503809 0.00502561 0.00480661 0.00432405 0.00399313 0.00274953 0.00238102 0.00226998 0.00219194 0.00218956 0.00195705 0.00170947 0.00154217 0.0015115 0.00144355 0.00140095 0.00114232 0.00112314 0.000949817 0.00105966 0.000948834 threshold=1.0000000180025095e-35 0.0055486904457211009 0.00014260681928130004 0.51461192965507518 0.65440738201141369 4.2870472043432537e-06 2.6750000000000003 3.3550000000000004 3.2950000000000004 0.068259380757808671 3.1750000000000003 0.98755538463592529 0.00099748477805400022 0.026551560498774003 0.99473056197166454 0.045804195804195758 -371.49999999999994 -390.49999999999994 3.1450000000000005 0.040202020202020204 0.99473056197166454 0.034723896792862259 2.5450000000000004 5.8950000000000005 1.0000000180025095e-35 0.028778467908902653 0.034723896792862259 3.1750000000000003 -2.4999999999999996 -337.49999999999994 decision_type=2 2 2 2 2 2 10 10 10 2 10 2 2 2 2 2 10 10 10 2 2 2 10 10 2 2 2 10 8 10 left_child=4 2 5 8 13 18 -4 29 -3 17 14 27 19 -1 -6 -9 -11 -10 -2 -8 -12 -19 -15 24 -17 -14 -20 -5 -29 -7 right_child=1 3 6 11 10 7 12 15 9 16 20 -13 25 22 -16 23 -18 21 26 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.010014155370325642 0.010804794414926655 0.010161830836193427 0.010306690527123082 0.010065818874862732 -0.01026587361187054 0.010385429832544629 0.010477365096267495 0.010706085560171394 0.01054799420647882 0.010378696527445106 -0.010127939980537537 0.010036700231968319 0.010372747042491404 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149 97 122 283 4110 143929 243 1500 181 220 2984 535 31 469 871 1207 22036 102 50 669 152 6612 763 148 internal_value=0 0.0101977 0.010676 0.010099 -0.0100409 0.0109176 0.0105039 0.0108245 0.0102521 0.0102905 -0.0102161 0.0100517 0.0105518 -0.0100234 -0.010336 0.0108895 0.0102289 0.0103588 0.0111354 0.0106353 -0.0101643 0.0103384 -0.0100769 0.0109278 0.0109684 0.010478 0.011171 0.0101096 0.0101286 0.0105969 internal_weight=0 872.771 149.395 723.376 888.721 62.1562 87.2385 43.5537 170.536 119.627 80.9364 552.84 70.191 807.785 24.4162 33.8803 62.9066 56.7208 18.6025 32.9328 56.5202 51.1922 119.001 28.0259 21.2261 37.2583 16.7943 114.02 79.4531 9.67343 internal_count=911180 169666 3069 166597 741514 879 2190 668 9161 5131 5928 157436 1530 735586 947 469 3267 1864 211 618 4981 1742 23536 372 270 912 183 13507 7375 199 is_linear=0 shrinkage=0.01 Tree=611 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 48 12 48 12 10 48 10 10 10 29 29 10 10 29 48 12 10 39 48 10 10 12 10 19 39 split_gain=518.16 129.659 60.7576 9.80456 7.67523 7.49144 6.92448 4.68556 3.37367 2.54126 2.31757 3.72632 2.01977 2.01551 1.96039 1.6571 1.61654 1.61469 1.30062 1.26924 1.2142 1.20723 0.959105 0.953556 0.816313 0.796077 0.790115 0.783643 0.903989 0.762857 threshold=0.0070173616986721008 0.99766892194747936 2.3335483092523649e-05 0.51461192965507518 0.99997490644454967 1.0000000180025095e-35 8.8294510192099562e-07 1.0000000180025095e-35 0.00032736793218645006 5.6550000000000011 1.0000000180025095e-35 6.4450000000000012 6.285000000000001 6.6750000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1.3750000000000002 5.285000000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.8784809708595277 6.0450000000000008 1.0000000180025095e-35 1.0000000180025095e-35 2.5450000000000004 4.745000000000001 5.4143545185070261e-06 2.4350000000000005 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 8 2 8 10 8 2 2 10 8 2 2 2 10 2 2 10 10 2 10 2 2 left_child=2 3 6 7 16 13 -1 9 17 15 11 18 23 14 -4 29 -3 -7 22 -18 -12 -22 27 -8 -9 -10 -25 -5 -29 -2 right_child=1 4 5 10 -6 8 12 24 25 -11 20 -13 -14 -15 -16 -17 19 -19 -20 -21 21 -23 -24 26 -26 -27 -28 28 -30 -31 leaf_value=-0.0094272133109739725 -0.0025277261588604648 0.0088226880616167035 -0.0062608367370005011 0.0030222569100226207 0.0098137428625538464 -0.004168657118117992 -0.008228217033128175 -0.00020333564103539967 -0.0015642308560157045 0.002226914332843298 0.0030948428488798956 0.0061627866079218153 -0.0041390813239951694 -0.00024235014638241789 -0.0021925317231864887 0.0016035764379844636 0.0043369107077440329 -0.0015770168817138088 0.005124973575399908 0.0070430184236969428 0.0058289855640761591 0.002739553512737419 0.0074691729381743469 -0.0074690653625631744 0.0016676671073397702 -4.9233051535462436e-05 -0.0057193780872759224 -0.00035086630705906765 0.0046022782094295297 0.0044573543913352153 leaf_weight=260.93367263820255 76.071785805106629 23.701932176249102 71.911576416401658 10.178396868286653 328.51695231930353 64.137393235287163 68.258769990177825 26.858313234755769 69.261245761532336 18.440053656464443 56.39105685474351 18.153369104722515 22.753806166409049 7.6739588715718119 14.180061870487405 12.035431250347754 32.057075426215306 38.453575516876299 7.2945050220005205 37.733478168258443 51.865938489092514 16.727591897593811 2.0190548864193252 59.505585958540905 176.95145346934441 69.475697069487069 45.576342439919244 51.485982212470844 3.9687209469266227 1.5963176867226128 leaf_count=365205 16450 7900 43331 1688 118910 39306 65163 2606 17666 2375 5266 3803 19345 1633 6705 1595 5725 17130 698 6262 6265 1907 225 66281 22451 20336 38517 5909 367 160 internal_value=0 0.00495845 -0.00598869 0.00166554 0.0090943 -0.0027543 -0.00836015 0.000528367 -0.00182229 -0.00115411 0.00329219 0.00209777 -0.00694026 -0.00515303 -0.00559075 -0.00184913 0.00656631 -0.00319725 0.00111315 0.00580001 0.0041819 0.00507558 0.000680582 -0.00730796 0.0014211 -0.000805561 -0.00671019 0.000471747 3.61487e-06 -0.00238416 internal_weight=0 952.047 792.122 530.038 422.009 335.094 457.028 311.953 241.328 108.144 218.085 93.1 196.095 93.7656 86.0916 89.7035 93.4925 102.591 74.9467 69.7906 124.985 68.5935 67.6522 173.341 203.81 138.737 105.082 65.6331 55.4547 77.6681 internal_count=911180 210562 700618 71765 138797 146107 554511 45637 94438 20580 26128 12690 189306 51669 50036 18205 19887 56436 8887 11987 13438 8172 8189 169961 25057 38002 104798 7964 6276 16610 is_linear=0 shrinkage=0.01 Tree=612 num_leaves=31 num_cat=0 split_feature=11 1 6 3 6 3 6 1 0 6 0 1 6 6 6 2 1 6 1 3 2 2 3 1 2 1 2 2 1 1 split_gain=1777.74 0.0858178 0.036759 0.0121832 0.00846681 0.00445056 0.00411454 0.00312671 0.0029376 0.00231147 0.00223497 0.00214371 0.00177365 0.00165217 0.00269268 0.00158145 0.00151015 0.00147601 0.00147157 0.00139625 0.00130645 0.00190485 0.00572447 0.00116283 0.00112449 0.00112265 0.00104834 0.000997334 0.000986182 0.000946601 threshold=1.0000000180025095e-35 -4.4999999999999991 32.500000000000007 0.22271825396825398 2.5000000000000004 0.90045045045045058 4.5000000000000009 -70.499999999999986 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 -60.499999999999993 317.50000000000006 15.500000000000002 16.500000000000004 0.19526212503504348 -8.4999999999999982 1813.0000000000002 -1.0000000180025095e-35 0.79516317016317017 0.045804195804195758 0.23271742593182543 0.76764950166112966 -8.4999999999999982 0.087337909992372217 -57.499999999999993 0.98936170212765973 1.0000000180025095e-35 -33.499999999999993 -351.49999999999994 decision_type=2 8 2 2 2 2 2 10 2 2 2 10 2 2 2 2 8 2 8 2 2 2 2 10 2 10 2 2 10 10 left_child=9 2 3 -2 5 8 -3 10 -5 18 13 -9 20 27 15 -15 -10 -8 -1 -17 -4 22 -22 -13 -7 29 -11 -6 -14 -23 right_child=1 6 12 4 7 24 17 11 16 26 -12 23 28 14 -16 19 -18 -19 -20 -21 21 25 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.01004496561904448 0.010154700145417616 0.010063869526121146 0.010333035467825229 0.010296605059000935 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14.842579794116316 0.41956459847278793 7.0051969401538363 19.486795369535692 12.942287253972607 29.157671557739377 0.94184512319043179 41.798811601242051 leaf_count=203605 18359 97701 595 6819 224 4457 19873 2074 6742 468317 761 1539 450 38 699 40 17 21 64428 28 5 233 637 12 3222 1295 5164 1585 82 2158 internal_value=0 0.010197 0.0102841 0.0102397 0.0102767 0.010235 0.0100825 0.0103519 0.0102621 -0.0100408 0.0104002 0.0102847 0.0104535 0.0104224 0.0104982 0.0107569 0.010199 0.0101419 -0.0100572 0.0108716 0.0104383 0.0104522 0.0105519 0.0103454 0.0101402 0.0104281 -0.0100247 0.0103787 0.0105688 0.0104558 internal_weight=0 860.34 488.684 387.117 269.696 173.403 371.656 96.2932 134.871 876.002 56.0127 40.2805 101.567 49.8997 18.2433 3.29601 47.7346 88.8708 434.563 2.58616 89.7891 79.3728 15.4181 23.8118 38.5322 63.9547 441.439 31.6564 11.7776 44.4679 internal_count=911180 169666 52071 46616 28257 21257 117595 7000 13578 741514 3375 3625 5455 2614 805 106 6759 19894 268033 68 4923 4328 642 1551 7679 3686 473481 1809 532 2391 is_linear=0 shrinkage=0.01 Tree=613 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 6 0 6 2 3 6 6 12 12 12 0 6 3 12 3 12 12 12 2 split_gain=1759.85 0.392808 0.0555524 0.0536382 0.0261022 0.00849153 0.00686149 0.00657899 0.004504 0.00394611 0.00377076 0.00269036 0.00216306 0.00161276 0.00146386 0.00145926 0.00130794 0.00125739 0.00104954 0.000930816 0.000760422 0.000756011 0.000721885 0.000662742 0.000652294 0.000601735 0.000584299 0.000575582 0.000533253 0.000498614 threshold=1.0000000180025095e-35 0.0043998162727802515 6.4727209974080338e-05 0.51461192965507518 0.65440738201141369 4.2870472043432537e-06 0.00037353503284970005 0.036334333941340412 0.98755538463592529 0.99766892194747936 0.026551560498774003 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 0.023937770392229853 1.0000000180025095e-35 3.5000000000000004 7.5000000000000009 9.1954279923811565e-07 0.0011766494717448501 0.99977076053619396 1.0000000180025095e-35 3.5000000000000004 0.13453458306399482 0.00017857718921725002 0.51739261947973392 0.97252115607261669 1.1116698715341046e-05 0.18897357583045957 0.13363095238095238 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=4 2 5 7 10 13 15 17 -5 26 -1 23 14 -2 -7 -4 -9 -3 -15 -13 -11 24 -16 -8 -17 -22 -6 -24 -18 -19 right_child=1 3 6 8 9 12 11 16 -10 20 -12 19 -14 18 22 21 28 29 -20 -21 25 -23 27 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010013843874141278 0.010944020416585803 0.010298091755254894 0.010481015470597561 0.010107110836542185 -0.010152690277827114 0.010673768698356092 0.010333886585779099 0.010176816010626843 0.010035694926905101 -0.010278490496452746 -0.010075431517396484 0.010598199745289409 0.010685849697650645 0.011274706521299039 0.010834521556451824 0.010755023260839934 0.010276856461529959 0.010297868225465258 0.011100061893073028 0.010486584384685407 -0.010464276283025797 0.010562534776052407 0.01106028376065514 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0.00140189 0.00138324 0.00136946 0.0013448 0.00120015 0.00104344 0.000998144 0.000920828 0.000868536 threshold=1.0000000180025095e-35 0.0055486904457211009 6.4727209974080338e-05 0.51461192965507518 0.65440738201141369 3.0850000000000004 4.2870472043432537e-06 0.00099748477805400022 3.2950000000000004 3.1750000000000003 0.068259380757808671 0.98755538463592529 3.8350000000000004 0.026551560498774003 0.99473056197166454 0.028778467908902653 -371.49999999999994 -390.49999999999994 3.1450000000000005 0.99473056197166454 0.028778467908902653 0.034723896792862259 2.5450000000000004 0.00019807765784200004 3.0850000000000004 5.8350000000000009 0.034723896792862259 0.028778467908902653 3.5000000000000004 1.0450000000000002 decision_type=2 2 2 2 2 10 2 2 10 10 2 2 10 2 2 2 10 10 10 2 2 2 10 2 8 10 2 2 2 10 left_child=4 2 6 8 13 24 18 15 -3 14 17 -5 29 -1 -6 -7 -12 -10 -2 -11 -14 -19 -15 -17 -4 28 -20 -9 -22 -8 right_child=1 3 5 11 9 7 12 27 10 19 16 -13 20 22 -16 23 -18 21 26 -21 25 -23 -24 -25 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internal_count=911180 169666 3069 166597 741514 2401 668 1548 9161 5928 5131 157436 457 735586 947 714 3267 1864 211 4981 306 1742 23536 541 853 251 183 834 172 151 is_linear=0 shrinkage=0.01 Tree=615 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 6 6 6 6 6 2 12 6 12 12 12 2 1 2 12 12 6 2 12 split_gain=1724.6 0.369301 0.0561651 0.0462888 0.0245786 0.00795226 0.00737457 0.00518687 0.00424151 0.00371331 0.00355127 0.00235357 0.00191253 0.00154182 0.00151079 0.0012983 0.00102999 0.000983839 0.000855226 0.000790615 0.000715481 0.000672901 0.000593948 0.000593674 0.000558105 0.000550128 0.000521616 0.000501557 0.000477138 0.0004487 threshold=1.0000000180025095e-35 0.0055486904457211009 6.4727209974080338e-05 0.51461192965507518 0.65440738201141369 4.2870472043432537e-06 0.00048551171494175006 0.068259380757808671 0.98755538463592529 0.99766892194747936 0.026551560498774003 2.5000000000000004 3.5000000000000004 3.5000000000000004 1.5000000000000002 6.5000000000000009 0.047905909351692456 9.1954279923811565e-07 4.5000000000000009 0.0011766494717448501 0.99977076053619396 0.00019807765784200004 0.87585616438356173 -348.49999999999994 0.055738304093567205 0.97252115607261669 0.00014260681928130004 1.5000000000000002 0.023937770392229853 1.0389780072728174e-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=4 2 5 7 10 14 13 15 -5 25 -1 22 23 26 -2 -3 -14 -16 -9 -13 -11 -15 28 -7 -17 -6 -4 -22 -8 -18 right_child=1 3 6 8 9 12 11 18 -10 20 -12 19 16 21 17 24 29 -19 -20 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010013570008173198 0.010923589142171217 0.01026875454123456 0.0106334843848583 0.010104980830578604 -0.010149640179193103 0.010591648847893124 0.010335686389321091 0.010164940628469578 0.010034987025718627 -0.010272869361650895 -0.010073935047774095 0.010576505764781464 0.010717943433530877 0.010745839776797409 0.011246550661099884 0.010248736818281262 0.011021400286571071 0.011075967540491781 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internal_value=0 0.0101912 0.0106512 0.0100951 -0.0100396 0.0109297 0.0105115 0.0102419 0.0100495 -0.0102087 -0.0100225 0.010444 0.0108303 0.0106251 0.0110955 0.0103019 0.0108977 0.0111442 0.0101892 0.0105061 -0.0103302 0.010687 0.0103811 0.0107362 0.010353 -0.0101695 0.0105557 -0.0103958 0.0103975 0.0109303 internal_weight=0 835.388 144.357 691.031 850.213 48.2375 96.1194 163.888 527.143 78.0945 772.118 60.2706 30.1629 35.8489 18.0746 76.644 17.5673 14.0911 87.244 30.2946 19.0269 18.9414 29.976 12.5956 30.1826 59.0677 16.9074 8.86955 26.3951 14.8695 internal_count=911180 169666 3069 166597 741514 668 2401 9161 157436 5928 735586 1690 457 711 211 3221 242 157 5940 723 779 338 967 215 1037 5149 373 303 807 198 is_linear=0 shrinkage=0.01 Tree=616 num_leaves=31 num_cat=0 split_feature=11 10 1 2 1 1 10 10 10 10 10 10 1 1 2 2 10 1 0 1 10 2 0 1 10 10 10 4 1 2 split_gain=1707.24 0.0965943 0.0147513 0.0107307 0.0098428 0.00873374 0.00585808 0.00491603 0.00486674 0.00443843 0.00393329 0.00346911 0.00459219 0.00344433 0.00335952 0.00329583 0.00254437 0.00198199 0.00188704 0.00169789 0.00159844 0.00162084 0.00147592 0.00129672 0.00127531 0.0012748 0.00127163 0.00113483 0.001027 0.00130669 threshold=1.0000000180025095e-35 3.3950000000000005 -32.499999999999993 1.0000000180025095e-35 -66.499999999999986 -60.499999999999993 3.1750000000000003 6.0550000000000006 1.0000000180025095e-35 4.495000000000001 9.7700000000000014 9.7700000000000014 -65.499999999999986 -1.0000000180025095e-35 0.68438714235252573 0.61572802197802212 9.7700000000000014 -125.49999999999999 1.0000000180025095e-35 -66.499999999999986 5.5550000000000006 0.35025773195876292 1.0000000180025095e-35 -29.499999999999996 5.955000000000001 5.6750000000000007 2.2250000000000005 26.500000000000004 -81.499999999999986 0.38784306826178755 decision_type=2 10 8 2 8 10 10 10 10 10 10 8 10 8 2 2 10 10 2 10 10 2 2 10 10 10 10 10 10 2 left_child=6 2 8 -3 10 7 13 9 -2 19 14 -9 -13 -1 18 16 22 -12 20 -6 -5 -22 25 -4 -17 -7 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5.9052716000005594 0.81830582255497564 1.2847856623120608 0.93115604855120082 19.143651295336895 24.930723263416439 12.117490388453009 0.8464201157912602 1.0976005904376496 13.08223109343089 3.8235247242264441 29.972412566654384 17.563804724719379 7.8328344710171214 6.6265991197433314 4.558309615822508 7.8240197345148763 32.755781500251032 33.688972709700465 1.024486020207404 0.60590334748849262 leaf_count=40327 12228 9080 108336 3178 5727 1505 691867 8603 6604 912 55 238 26 2278 2349 769 13 13 1073 198 1958 844 548 944 865 584 7042 2966 17 33 internal_value=0 0.0101893 0.0100819 0.0102981 0.0103235 0.0102708 -0.0100392 0.0102136 0.0101733 0.0102565 0.0103802 0.0101036 0.0104839 -0.0100964 0.0103747 0.0103604 0.0104011 0.0108305 0.0103948 0.0101751 0.0104073 0.0103637 0.0103917 0.0100431 0.0102387 0.0104157 -0.010162 0.0103292 0.0104354 0.0106755 internal_weight=0 827.232 416.353 410.878 329.357 170.575 841.786 104.154 124.157 74.9435 158.782 29.2109 2.21594 147.92 156.866 66.4201 49.7443 1.91591 131.936 35.3493 118.853 49.1666 48.8979 292.197 16.6758 41.0651 51.8994 39.5942 19.1942 1.63039 internal_count=911180 169666 128112 41554 32474 22954 741514 18670 18832 9803 9520 8867 264 49647 9452 4284 2650 68 7103 5925 6030 2852 2637 109280 1634 2089 9320 3878 894 50 is_linear=0 shrinkage=0.01 Tree=617 num_leaves=31 num_cat=0 split_feature=12 12 12 1 12 12 12 10 1 1 10 10 1 12 10 10 12 12 10 10 10 1 1 12 10 10 12 10 10 10 split_gain=484.87 117.601 62.909 12.3809 10.1213 7.62176 5.74171 4.07985 3.82416 3.35733 2.81928 2.34526 4.20759 2.30462 2.27766 2.05863 1.82045 1.52151 1.41687 1.3233 1.17997 2.09622 3.16285 1.06228 1.04353 0.898362 0.774547 0.727049 0.664293 0.61647 threshold=0.2688089013099671 5.9116524425917312e-05 0.99977076053619396 -390.49999999999994 1.0372787642154437e-06 0.0028879296733066002 0.94052824378013633 6.5450000000000008 -1.0000000180025095e-35 -348.49999999999994 4.955000000000001 8.8450000000000006 -8.4999999999999982 0.99998754262924205 7.4250000000000007 3.2650000000000001 6.1143434777477532e-06 0.0070173616986721008 5.3250000000000011 5.285000000000001 6.1150000000000011 -59.499999999999993 -53.499999999999993 0.00032736793218645006 6.1550000000000011 5.2150000000000007 0.026551560498774003 6.2350000000000012 2.3350000000000004 2.5450000000000004 decision_type=2 2 2 10 2 2 2 8 8 10 10 8 8 2 8 10 2 2 10 8 10 8 10 2 10 10 2 10 10 10 left_child=1 4 6 7 -1 19 8 10 29 28 17 12 20 -4 -10 -14 27 -3 -18 23 -8 24 -23 -5 -22 26 -7 -11 -6 -2 right_child=2 3 13 5 9 25 11 -9 14 16 -12 -13 15 -15 -16 -17 18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0093557034159025224 0.001082013914665835 -0.0054089679251699083 0.00753932493270485 -0.0036499194709992957 -0.0033702374332836866 -0.00020606734412465072 0.0065691258960852575 0.0017434112524077469 -0.00096444984461342296 -0.0072692925111614015 -0.0075189490269424045 0.0078342633880749864 0.004068807404792622 0.0098539844034906173 0.0048036677522451318 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12 10 12 12 12 10 12 10 12 10 12 10 2 10 12 2 12 10 10 48 2 10 2 6 10 10 split_gain=1682.66 0.351848 0.0503554 0.0474846 0.0234465 0.00835709 0.00777814 0.00583689 0.0047613 0.00433617 0.00397825 0.00384447 0.00335865 0.00272931 0.00242037 0.00239854 0.00239402 0.00189062 0.00148107 0.00142098 0.00128296 0.00127477 0.00126684 0.00119782 0.00113738 0.00112927 0.000967164 0.000849553 0.000806127 0.000780921 threshold=1.0000000180025095e-35 0.0043998162727802515 6.4727209974080338e-05 0.51461192965507518 0.65440738201141369 3.1450000000000005 4.2870472043432537e-06 0.036334333941340412 0.00099748477805400022 3.1750000000000003 0.98755538463592529 3.8350000000000004 0.026551560498774003 3.2950000000000004 0.99473056197166454 3.2950000000000004 0.028778467908902653 3.1450000000000005 0.99473056197166454 0.028778467908902653 0.00017857718921725002 3.1450000000000005 2.5450000000000004 1.0000000180025095e-35 0.091372912801484213 5.8350000000000009 0.034723896792862259 3.5000000000000004 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20.500000000000004 3.5000000000000004 0.091372912801484213 0.50144508670520238 -8.4999999999999982 -143.49999999999997 0.74891304347826104 2.5000000000000004 0.49844720496894418 1.5000000000000002 24.500000000000004 -43.499999999999993 5.5000000000000009 8.5000000000000018 51.500000000000007 2.5000000000000004 3.5000000000000004 -34.499999999999993 18.500000000000004 1.5000000000000002 0.64733893557422983 -65.499999999999986 0.12560679611650488 -63.499999999999993 decision_type=8 2 2 2 2 2 8 10 2 2 10 10 2 10 2 10 2 10 8 8 2 8 10 10 10 10 2 10 2 10 left_child=2 3 6 15 21 10 17 16 -8 -5 11 -6 -11 14 -10 -2 24 27 -9 -17 -13 -4 -22 -24 26 -18 -3 -1 29 -29 right_child=1 7 4 9 5 -7 8 18 13 12 -12 20 -14 -15 -16 19 25 -19 -20 -21 22 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0022140551919209222 0.0032194088824289329 0.0059323270010555752 0.00090499765995964167 0.0065056207494450661 -0.0041751255232123016 0.00057965082222375688 0.0014760043704347711 -0.0069191087887337833 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40920 140399 119014 67062 112209 54240 12414 15381 215303 20752 125193 22778 54711 57498 4971 45029 10870 3321 is_linear=0 shrinkage=0.01 Tree=620 num_leaves=31 num_cat=0 split_feature=10 1 10 6 10 10 10 1 10 1 10 1 10 2 6 3 1 10 3 0 0 10 1 1 10 2 1 1 1 1 split_gain=156.694 30.1154 12.2621 11.9375 8.36017 6.70375 4.75254 4.63109 3.97075 3.8729 4.10043 3.64842 7.37777 3.67208 3.37818 3.33562 3.2948 2.97328 2.75954 2.4475 2.33723 2.06154 2.0747 1.86661 1.83222 1.75406 1.81722 1.74279 1.71504 1.62393 threshold=2.9750000000000005 -1.0000000180025095e-35 3.8350000000000004 53.500000000000007 5.5050000000000008 2.9750000000000005 9.1600000000000019 -10.499999999999998 2.9750000000000005 -71.499999999999986 6.9850000000000012 -302.49999999999994 4.995000000000001 1.0000000180025095e-35 3.5000000000000004 0.97385509227614497 -310.49999999999994 4.9850000000000012 0.74478940512375169 1.0000000180025095e-35 1.0000000180025095e-35 4.5150000000000006 -13.499999999999998 -147.49999999999997 7.1150000000000011 0.13363095238095238 -64.499999999999986 -65.499999999999986 -265.49999999999994 -144.49999999999997 decision_type=10 8 10 2 10 8 10 8 8 10 10 10 10 2 2 2 8 8 2 2 2 10 8 10 10 2 8 10 8 8 left_child=1 8 7 4 11 -3 9 -2 -1 28 -11 12 17 19 -15 21 -14 -4 -19 -13 25 -5 -23 -8 -12 -10 27 -27 -6 -30 right_child=2 5 3 15 6 -7 23 -9 20 10 24 13 16 14 -16 -17 -18 18 -20 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31 leaf_value=0.0003613133284903393 -0.0010488419674368676 0.005581769067566026 -0.0024002417802604431 -0.0022497511811937405 0.0011424471829562905 0.0087200960356146537 0.0039482786846200737 0.0020718687866538295 0.0054519188297604583 0.00028812372631536337 0.0087958565341978469 0.001747751421595056 -0.0026046089999998139 -0.0015782313800337742 -0.0038953754792175571 0.00055485743243215103 -0.0074654710866178644 -0.0076809300433228998 0.0088720978146188088 -0.0017690755127991915 0.0051760061381339864 -0.0046545797343904328 -0.0074606075685276279 -0.0058823651960286461 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343.924 127.534 79.8304 11.7488 298.444 30.1577 250.413 106.743 165.929 7.92998 45.4801 96.3112 57.7672 125.052 89.2746 35.7774 38.1856 29.8554 internal_count=911180 153668 757512 687238 194483 102195 151245 70274 51473 492755 255838 155599 236917 91135 65308 8317 195846 43238 180628 91521 100239 4170 41071 24693 14816 60110 41866 18244 13659 9983 is_linear=0 shrinkage=0.01 Tree=622 num_leaves=31 num_cat=0 split_feature=1 6 6 2 2 2 4 5 2 0 2 1 1 2 2 0 5 1 6 5 5 6 5 5 1 4 2 5 5 1 split_gain=46.9692 18.1843 16.8447 4.61453 4.19288 4.06038 3.51033 3.49304 3.02801 2.93607 2.71811 2.68103 2.75685 2.50739 2.28096 1.89731 1.74701 1.68009 1.66201 1.57055 1.50316 1.46928 1.44204 1.32296 2.13992 1.23679 1.16253 1.13503 1.06631 1.04407 threshold=-1.0000000180025095e-35 1.5000000000000002 4.5000000000000009 0.48581488933601619 0.040202020202020204 0.79193722943722955 20.500000000000004 3.5000000000000004 0.091372912801484213 1.0000000180025095e-35 0.50144508670520238 -8.4999999999999982 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60895 13620 18775 10460 102596 32395 17649 14526 90110 23271 5408 28310 14436 9211 40660 1954 945 102415 4478 22489 289 49740 1038 16838 81529 10870 internal_value=0 0.00233999 -0.00124405 0.00382975 -0.0025644 -0.00285212 -4.53457e-05 0.00014866 0.000300485 -0.000259544 0.00496935 -0.0031087 -0.00299715 0.00388956 -0.000896021 0.00145395 0.00260859 -0.00186493 0.000459366 -0.00483836 0.000604052 -0.00240198 0.000312981 -0.00311184 -0.00590995 0.00125998 0.00454437 -0.000518878 -0.0040998 -0.00134917 internal_weight=0 557.021 1064.3 331.591 506.453 460.414 557.844 225.43 468.752 315.548 171.523 428.432 420.079 98.8174 219.837 153.205 160.067 89.0912 212.209 13.2213 34.1907 272.82 46.0392 140.944 15.0884 116.7 10.4397 95.5092 147.259 78.0777 internal_count=911180 262831 648349 138208 406625 385873 241724 124623 187484 140399 71146 372253 357727 40920 108004 47085 67062 54240 112209 12414 15381 215303 20752 125193 22778 54711 4971 57498 142424 45029 is_linear=0 shrinkage=0.01 Tree=623 num_leaves=31 num_cat=0 split_feature=10 48 10 10 10 10 10 48 10 10 5 48 48 39 48 5 3 3 5 3 29 19 19 3 29 10 10 5 4 5 split_gain=150.468 24.241 11.7084 7.48752 7.2596 7.22814 3.77237 5.99258 3.47016 2.83044 2.81195 3.17138 2.62663 2.33299 2.3095 2.20544 2.16804 2.27835 1.7399 1.6571 1.55937 1.37375 1.35825 2.00431 1.66746 1.25029 1.23293 1.31116 1.21921 1.20903 threshold=2.9750000000000005 1.0000000180025095e-35 3.8050000000000002 5.5950000000000006 2.9750000000000005 9.1600000000000019 4.995000000000001 1.0000000180025095e-35 2.9750000000000005 6.2550000000000008 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 0.16749174917491746 0.98843892007484635 1.5000000000000002 0.23123827392120072 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.40078740157480325 1.0000000180025095e-35 2.3350000000000004 5.4650000000000007 1.5000000000000002 29.500000000000004 2.5000000000000004 decision_type=10 2 10 10 8 10 10 2 8 10 10 2 2 2 2 8 2 2 10 2 2 2 2 2 2 10 10 8 10 10 left_child=1 4 12 6 20 9 15 13 -3 10 11 -5 -2 22 -7 21 -9 -18 19 -11 25 28 24 -24 26 -1 -8 -28 -4 -20 right_child=2 8 3 5 -6 14 7 16 -10 18 -12 -13 -14 -15 -16 -17 17 -19 29 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0063696708357562446 0.0015401047005230656 0.00044794867297448624 -0.0026082356004736651 -0.0038661668426373474 0.0083783889250992373 0.0039826816643300502 -0.0074266858983521814 -0.000632056944118663 0.003265917578858571 0.0034709157805475478 -0.0033897640941045154 0.0010851253480320491 -0.00083246254410597161 0.0014163505489885658 -0.00644633283403681 -0.0045602442640962047 -0.0034810456563159234 0.0005176296806804839 0.0033110838761410393 -0.0011510678152356557 -0.00022259582654578054 -0.006587027484482596 0.0016959554778145734 -0.0062165455342038448 -0.0037242569662930642 0.004533068542437642 -0.0075263351814254444 -7.8895299603947591e-05 -0.0012836811292749584 0.00056417156358870124 leaf_weight=67.265182462928351 94.098650763859041 84.728894638596103 112.95598782302113 17.671467482752632 129.55871941160876 2.3002525051124421 65.762285834178329 39.973179955035448 90.243365919741336 8.8802596002351475 49.793211144686211 48.278399015893228 92.561423532140907 4.6202736803097642 27.618017570319353 34.518901006260421 188.58743815176422 15.413773930806199 27.210420514980797 61.321850891865324 5.1809752378612748 6.1024668629979706 5.6169153410010022 7.444225356914103 20.515601465478539 82.56205155106727 4.4515394485788393 5.0409661430167043 180.60470283281757 38.972354130353779 leaf_count=24322 29738 24193 73112 14088 55401 772 60397 16866 22963 2062 41940 21109 37971 2418 42466 28149 170845 4805 12004 38608 1656 5349 2557 8370 18743 25133 4229 3367 96113 21434 internal_value=0 0.00483036 -0.00193064 -0.00237047 0.00663133 -0.000997261 -0.00293048 -0.00364461 0.00190134 -0.000445805 -0.00159595 -0.000241588 0.000363591 -0.00554341 -0.0056445 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0.000798542 0.00104733 0.000677094 0.000683538 0.000638662 0.00257773 0.000616654 0.00111645 0.00123383 0.000925074 threshold=1.0000000180025095e-35 -4.4999999999999991 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -66.499999999999986 0.90501253132832093 0.081725417439703116 0.68199436222692045 0.68438714235252573 0.25108695652173912 0.50155279503105599 -8.4999999999999982 -17.499999999999996 0.13079116179615108 -1.0000000180025095e-35 0.90940656565656586 -64.499999999999986 28.500000000000004 2.5000000000000004 -361.49999999999994 -263.49999999999994 0.48846085567193326 0.50952467343976793 -144.49999999999997 -147.49999999999997 29.500000000000004 0.20091743119266059 0.80066225165562932 -129.49999999999997 decision_type=2 8 2 2 2 10 2 2 2 2 2 2 10 10 2 8 2 10 10 8 10 10 2 2 10 10 10 2 2 10 left_child=10 2 24 4 19 9 8 13 16 26 -1 -3 -5 -8 -10 -12 -7 18 -16 -4 -11 -22 -13 -24 25 -2 -6 28 29 -28 right_child=1 11 3 12 5 6 7 -9 14 20 15 22 -14 -15 17 -17 -18 -19 -20 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.01006848467830568 0.01018396164305463 0.010062591348377588 0.010940780190658295 0.010194192136031285 0.010361828928907161 0.010293811846037025 0.010366983993812867 0.010039002991938797 0.010265085485464056 0.010082884632082409 -0.010023945234235485 0.01010712047553775 0.010697323055465004 0.010871872713924988 0.010933138766694517 -0.010055385865841558 0.010966019522794418 0.010421044508047001 0.010449117300741885 0.010163255102233615 0.010428105380566018 0.010251711467286191 0.01010341680497079 0.010615866255785474 0.010135975308332013 0.011033205855849961 0.010444474969793973 0.010384081318839965 0.010441436147804697 0.010849735793455667 leaf_weight=166.16035555355484 18.664383393479515 220.19553320517298 0.14488874678500252 69.1559517912101 66.437365771271288 64.763912396272644 1.5291280683595689 6.6608996224822477 4.3834135145880309 1.8555686599575008 486.44356559490552 119.66698206122965 0.54383498500101168 0.77937843883409907 1.0672063131351053 163.00965766760055 0.24724704190157254 18.742260236758739 2.3911577246617526 27.506727764615789 4.6944613156374588 11.894860089989375 0.51341934013180324 0.52795059001073241 82.767700329422951 0.36439220397733052 0.93062713439576361 60.489150548120961 13.228840898256747 1.4268564162775863 leaf_count=95121 2366 83612 8 9861 4157 5653 86 3230 411 302 526762 33799 22 13 47 119631 11 1106 129 3927 262 1204 132 52 14679 15 45 3822 677 38 internal_value=0 0.01019 0.010272 0.0103071 0.0103334 0.010351 0.0103171 0.0101673 0.0103318 0.0103721 -0.0100393 0.0100791 0.0101981 0.0105374 0.0104184 -0.0100318 0.0102964 0.0104487 0.0105985 0.0101673 0.0102796 0.0103016 0.0101093 0.0103632 0.010148 0.0102002 0.0103841 0.0104035 0.010479 0.0106898 internal_weight=0 801.574 460.67 358.874 289.174 261.522 100.565 8.96941 91.5952 160.958 815.614 340.904 69.6998 2.30851 26.584 649.453 65.0112 22.2006 3.45836 27.6516 18.4449 16.5893 120.708 1.04137 101.796 19.0288 142.513 76.0755 15.5863 2.35748 internal_count=911180 169666 52071 35011 25128 21193 10686 3329 7357 10507 741514 117595 9883 99 1693 646393 5664 1282 176 3935 1768 1466 33983 184 17060 2381 8739 4582 760 83 is_linear=0 shrinkage=0.01 Tree=625 num_leaves=31 num_cat=0 split_feature=11 10 6 1 3 1 10 10 10 10 3 1 1 1 10 2 10 6 10 6 10 1 10 10 6 6 10 1 10 10 split_gain=1637.71 0.0911221 0.0279054 0.0136942 0.00709687 0.00582287 0.00882738 0.00578329 0.00499135 0.00455039 0.00451697 0.00417403 0.00347024 0.00322305 0.00373058 0.00297856 0.00403141 0.00272284 0.00229377 0.00203312 0.00174399 0.00169065 0.00160416 0.00155591 0.00154575 0.00146055 0.00130484 0.00121178 0.00121023 0.00294071 threshold=1.0000000180025095e-35 3.3950000000000005 32.500000000000007 -32.499999999999993 0.22271825396825398 -4.4999999999999991 9.7700000000000014 3.1750000000000003 6.2550000000000008 1.0000000180025095e-35 0.93782216494845372 -72.499999999999986 -1.0000000180025095e-35 -351.49999999999994 4.3550000000000013 0.040202020202020204 9.7700000000000014 1.5000000000000002 5.5450000000000008 11.500000000000002 7.2000000000000011 -45.499999999999993 7.6450000000000005 5.955000000000001 385.50000000000006 15.500000000000002 2.2250000000000005 -29.499999999999996 6.3850000000000007 5.0450000000000008 decision_type=2 10 2 8 2 8 10 10 10 10 2 10 8 10 10 2 10 2 10 2 10 10 10 10 2 2 10 10 10 10 left_child=7 3 4 9 23 6 8 12 10 -2 17 19 -1 14 -4 -15 18 -6 24 -10 -16 22 -20 -3 -17 -11 -14 -5 29 -7 right_child=1 2 13 27 5 28 -8 -9 11 25 -12 -13 26 15 20 16 -18 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010059882244249044 0.010103165852049194 0.010193511480200042 0.010168866149181102 0.010038090971844334 0.010305085398130676 0.010165207267704099 0.010913944564798928 -0.010026427642521941 0.010178960618340461 0.010198452763438722 0.010193149033925526 0.010061395843696299 -0.010227856554466423 0.010316906685599779 0.010523205212103705 0.010522931287136853 0.011135423128168833 0.010400620857792203 0.010500135037890242 0.010390179458289461 0.010219496712120267 0.010198737319448299 0.010274011913190731 0.010090154049489179 0.010732673696119891 0.010306972948319766 -0.010123503074080602 0.010177434032543788 0.010051879836436604 0.010378480962908847 leaf_weight=93.179053754778579 55.430287869181484 60.789129277225584 7.8657394638285068 268.14741785230581 68.873432565946132 37.489163528895006 2.3486104267649344 663.04306082229596 8.8844620597083139 47.392394934082404 22.825957058696076 14.826948260189964 19.071627571596764 9.4027293031103891 8.407913114409892 33.759166246280074 1.0077793784439553 52.62908453727141 14.618865187279885 9.356575215701012 2.4392537763342252 3.0817420878447583 3.9945766299497327 19.153790066950023 3.9219187977723768 16.797943901736289 32.234967681113631 6.3897056386340401 6.0935887224040917 7.8124249717220655 leaf_count=40327 12228 6691 1130 108336 4593 6793 59 691867 1113 5176 2243 4971 2278 563 464 1241 14 2608 576 458 246 252 286 4756 103 1428 7042 944 1828 566 internal_value=0 0.0101881 0.0102945 0.0100802 0.01025 0.0102781 0.0103049 -0.0100389 0.0102968 0.0101695 0.0103222 0.010186 -0.0100962 0.0104512 0.0103347 0.0104825 0.0105082 0.0103465 0.0104976 0.0102873 0.0104549 0.0104157 0.0104516 0.0101687 0.0105448 0.0102269 -0.0101623 0.0100413 0.0101842 0.010202 internal_weight=0 793.741 399.583 394.158 311.083 231.14 179.745 807.529 177.396 119.621 144.328 33.068 144.486 88.4997 18.7129 69.7868 60.384 121.503 59.3763 18.241 10.8472 21.6952 18.6134 79.9429 37.6811 64.1903 51.3066 274.537 51.3952 45.3016 internal_count=911180 169666 41554 128112 36679 25232 16045 741514 15986 18832 9444 6542 49647 4875 1840 3035 2472 7201 2458 1571 710 1114 862 11447 1344 6604 9320 109280 9187 7359 is_linear=0 shrinkage=0.01 Tree=626 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 6 6 6 6 6 6 2 12 12 12 12 1 12 6 2 12 2 2 2 split_gain=1621.24 0.328367 0.0474337 0.0441201 0.0220827 0.00741696 0.00574014 0.00543962 0.0037063 0.00341694 0.00314802 0.00230884 0.00177487 0.00144078 0.00111753 0.00108522 0.00108487 0.000995665 0.000966278 0.000782968 0.000695537 0.000564221 0.000519785 0.000499667 0.0004911 0.00047763 0.000447879 0.000431755 0.000429386 0.000418167 threshold=1.0000000180025095e-35 0.0043998162727802515 6.4727209974080338e-05 0.51461192965507518 0.65440738201141369 4.2870472043432537e-06 0.00037353503284970005 0.036334333941340412 0.98755538463592529 0.99766892194747936 0.026551560498774003 2.5000000000000004 3.5000000000000004 1.5000000000000002 3.5000000000000004 7.5000000000000009 1.5000000000000002 0.047905909351692456 9.1954279923811565e-07 0.0011766494717448501 0.99977076053619396 0.00015983601042530003 -348.49999999999994 0.97252115607261669 1.5000000000000002 0.88956639566395668 0.18897357583045957 0.13363095238095238 0.045804195804195758 0.081725417439703116 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=4 2 5 7 10 13 16 15 -5 23 -1 25 22 -2 -9 -3 -4 -14 -15 28 -11 29 -7 -6 -22 -8 -16 -17 -13 -18 right_child=1 3 6 8 9 12 11 14 -10 20 -12 19 17 18 26 27 21 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010012918384899842 0.010888667202588546 0.010279080609455569 0.010538040753860485 0.01010027875391924 -0.010144361876759269 0.010567859870534683 0.010391788932156689 0.010165285594554794 0.010032894172972198 -0.010263164756791643 -0.010071273372853769 0.010403921456823884 0.010684662038841542 0.011210346725294185 0.010260616291953102 0.010278512891809082 0.010561639288860827 0.01089773537319451 0.011039005796719637 0.010457687944097462 -0.010450792127537 0.010608988796833576 0.01073774898825048 -0.010209400164546302 -0.010297242927580955 0.010264670807448474 0.010194603708234027 0.010387714493394703 0.010584308531475843 0.010751720229918349 leaf_weight=616.11113862032653 3.8453055284917381 37.100404407829046 11.502172993496062 103.39349698391743 39.533078860957175 2.2015291154384604 24.173367354087535 60.514292175881565 387.67893034650479 9.6996695064008254 108.76427474315278 1.4956744965165878 2.5867891870439079 5.495069980621337 24.063749960623682 4.4973259670659926 1.3794700317084805 14.409326504915951 8.2073946148157102 15.842063316144047 4.99846393894404 9.4235590863972885 9.8966015502810496 16.846184887457639 3.5710276821628213 3.3675827300176016 17.940659053623676 18.5721579734236 11.208190492354332 7.1884635742753744 leaf_count=712050 54 1655 262 13507 4013 52 751 4722 143929 476 23536 41 44 58 1125 185 28 198 99 413 146 189 163 1136 157 151 1120 574 230 116 internal_value=0 0.0101863 0.0106408 0.0100944 -0.0100385 0.0108973 0.010501 0.0102371 0.0100471 -0.0102023 -0.0100217 0.0104416 0.0107994 0.0110597 0.0101928 0.0103126 0.0106139 0.0108653 0.0111077 0.0105046 -0.0103212 0.0106624 0.0107068 -0.0101638 -0.0103868 0.0103762 0.0102324 0.0103664 0.0105631 0.0107211 internal_weight=0 785.984 132.223 653.761 799.524 46.642 85.5805 162.689 491.072 74.6484 724.875 56.0869 29.0942 17.5478 102.519 60.1699 29.4937 16.9961 13.7025 28.5459 18.2692 17.9915 12.0981 56.3793 8.56949 27.541 42.0044 23.0695 12.7039 8.56793 internal_count=911180 169666 2849 166817 741514 668 2181 9381 157436 5928 735586 1586 457 211 6967 2414 595 242 157 684 779 333 215 5149 303 902 2245 759 271 144 is_linear=0 shrinkage=0.01 Tree=627 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 12 12 12 10 10 12 12 10 12 10 1 10 1 12 12 10 10 10 6 6 10 10 6 12 split_gain=1604.92 0.318408 0.0459417 0.0428073 0.0214297 0.00778132 0.00717788 0.00527574 0.00433873 0.0041969 0.00362735 0.0035967 0.00305516 0.00253302 0.00229503 0.00221558 0.00206073 0.00179727 0.00149486 0.00142984 0.00132457 0.00130528 0.00121666 0.00114431 0.00104107 0.000790208 0.000861214 0.000737674 0.00072377 0.00077887 threshold=1.0000000180025095e-35 0.0043998162727802515 6.4727209974080338e-05 0.51461192965507518 0.65440738201141369 3.1450000000000005 4.2870472043432537e-06 0.036334333941340412 0.00099748477805400022 3.1750000000000003 3.8350000000000004 0.98755538463592529 0.026551560498774003 3.2950000000000004 0.99473056197166454 3.2950000000000004 -371.49999999999994 3.1450000000000005 -390.49999999999994 0.00017857718921725002 0.99473056197166454 5.8150000000000004 2.5450000000000004 3.1450000000000005 3.5000000000000004 3.5000000000000004 5.8350000000000009 1.0450000000000002 1.5000000000000002 9.1954279923811565e-07 decision_type=2 2 2 2 2 10 2 2 2 10 10 2 2 10 2 10 10 10 10 2 2 10 10 8 2 2 10 10 2 2 left_child=4 2 6 7 12 23 17 13 19 14 27 -5 -1 -3 -6 -9 -17 -2 -15 -7 -11 24 -14 -4 -12 -21 -27 -8 -19 -30 right_child=1 3 5 11 9 8 10 15 -10 20 21 -13 22 18 -16 16 -18 28 -20 25 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.010012789979314063 0.010735861255349716 0.010203060744631802 0.010396554856111961 0.010099277108387743 -0.01024669701281905 0.01071367411420787 0.010428672113527843 0.010120216036485098 0.010453924843240493 -0.010116424449989388 0.010813948136257013 0.010032566447513392 -0.010146289674968348 0.010530526421568584 -0.010464974006011526 0.010359634593183061 0.010200588255062639 0.010939074337665245 0.010330311490099447 0.010516176294743407 -0.01022673270472658 0.010739471465532439 -0.010055644662563765 0.01025060967634601 0.010982527611529415 0.010676567452362694 0.010499205330632373 0.01065803251882916 0.011207782895145074 0.011049025569746811 leaf_weight=609.98851380398264 1.6666539460420633 16.283252979628742 12.399572712369265 102.374816179974 15.714364595245572 11.697938229888676 1.8853504173457647 30.892203062772751 26.184177809394896 35.574180197203532 6.5330710411071804 383.83393550373148 17.724946987116709 4.1213532220572224 6.946157529950141 9.3967966772615892 61.228850703686476 2.9177471660077563 39.184880152344704 10.976467926055195 15.685595538467167 6.5970561951398841 89.964650211972184 9.4796028742566687 8.3394122980535013 10.304770573973654 3.7282184809446326 5.4725271668285131 5.2087391912937147 7.5981776192784309 leaf_count=712050 28 961 368 13507 766 196 52 3144 671 4110 96 143929 1500 94 181 322 3501 38 1359 246 871 106 22036 437 104 177 86 99 55 90 internal_value=0 0.0101844 0.010634 0.0100934 -0.0100382 0.0104958 0.0108877 0.0102347 0.0105523 -0.0102003 0.0107909 0.0100466 -0.0100215 0.0103094 -0.0103136 0.0101909 0.0102217 0.0110481 0.0103494 0.0106224 -0.0101502 0.0108565 -0.0100706 0.0103333 0.0109085 0.0105797 0.0106294 0.0105993 0.0110812 0.0111136 internal_weight=0 778.306 130.989 647.316 791.598 84.7707 46.2187 161.107 62.8916 73.9203 28.8274 486.209 717.678 59.5895 22.6605 101.518 70.6256 17.3913 43.3062 36.7074 51.2598 21.4695 107.69 21.8792 14.8725 25.0095 14.033 7.35788 15.7247 12.8069 internal_count=911180 169666 2849 166817 741514 2181 668 9381 1376 5928 457 157436 735586 2414 947 6967 3823 211 1453 705 4981 306 23536 805 200 509 263 151 183 145 is_linear=0 shrinkage=0.01 Tree=628 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 12 12 12 10 10 12 12 10 12 10 10 12 12 10 10 10 6 3 3 10 6 12 3 10 split_gain=1588.78 0.30874 0.0444961 0.0415309 0.0207943 0.0075413 0.00694739 0.00511657 0.00420362 0.00407075 0.00351208 0.00349034 0.00296481 0.00245627 0.00222538 0.00214925 0.00173887 0.00138533 0.00128515 0.00126349 0.00118054 0.00110959 0.00100755 0.000826713 0.000900863 0.000714697 0.000700189 0.000753346 0.000700016 0.000696649 threshold=1.0000000180025095e-35 0.0043998162727802515 6.4727209974080338e-05 0.51461192965507518 0.65440738201141369 3.1450000000000005 4.2870472043432537e-06 0.036334333941340412 0.00099748477805400022 3.1750000000000003 3.8350000000000004 0.98755538463592529 0.026551560498774003 3.2950000000000004 0.99473056197166454 3.2950000000000004 3.1450000000000005 0.00017857718921725002 0.99473056197166454 5.8150000000000004 2.5450000000000004 3.1450000000000005 3.5000000000000004 1.0000000180025095e-35 0.96352549889135264 1.0450000000000002 1.5000000000000002 9.1954279923811565e-07 0.96352549889135264 3.1750000000000003 decision_type=2 2 2 2 2 10 2 2 2 10 10 2 2 10 2 10 10 2 2 10 10 8 2 2 2 10 2 2 2 10 left_child=4 2 6 7 12 21 16 13 17 14 25 29 -1 -3 -6 -9 -2 -7 -11 22 -14 -4 -12 -19 -25 -8 -18 -28 -15 -5 right_child=1 3 5 11 9 8 10 15 -10 18 19 -13 20 28 -16 -17 26 23 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=-0.010012662838068767 0.010728070219431063 0.010201009904850025 0.010392478523703627 0.010058134098532845 -0.010244198883883355 0.010706108328424025 0.010424254243906552 0.010119010101081967 0.010449229984262256 -0.010115259598617359 0.010805222521706905 0.010032241997278819 -0.010144820467561313 0.010359996977020067 -0.010460173583417606 0.010219505936541518 0.010928896671813919 0.010421338259495963 -0.010224448090707206 0.010731602678568642 -0.010055089719145966 0.010248066564341882 0.010971824076981992 0.010618862205296698 0.010417070197182498 0.010651091599045752 0.011194366115705377 0.011037537582048134 0.010230937610673063 0.010115402233764606 leaf_weight=603.92665670681163 1.651262786239388 16.124456696212292 12.280985972844066 30.297016008757055 15.561778995208444 11.589685171842573 1.8673779815435434 30.588447187561542 25.935230050235987 35.224246766418219 6.4732629247009781 380.0269525886979 17.551109538413584 38.167349728755653 6.8801823388785115 69.938184116967022 2.89139175787568 3.1154074799269464 15.532973847351967 6.5361794270575038 89.074378168792464 9.3875965895131213 8.2644479498267156 19.158209014683965 2.5011620912700883 5.4215876832604408 5.1630611047148687 7.5303647927939892 4.7227395838126531 71.069056407315657 leaf_count=712050 28 961 368 6132 766 196 52 3144 671 4110 96 143929 1500 1230 181 3823 38 84 871 106 22036 437 104 359 66 99 55 90 223 7375 internal_value=0 0.0101825 0.0106274 0.0100925 -0.0100378 0.0104906 0.0108781 0.0102323 0.0105465 -0.0101983 0.0107824 0.0100461 -0.0100212 0.0103062 -0.0103104 0.0101889 0.0110366 0.0106159 -0.0101487 0.0108473 -0.0100699 0.0103299 0.0108986 0.0105737 0.0105956 0.010593 0.0110693 0.0111013 0.0103458 0.0100983 internal_weight=0 770.701 129.767 640.934 783.751 83.9683 45.7989 159.541 62.2997 73.1992 28.5629 481.393 710.552 59.0145 22.442 100.527 17.2361 36.3645 50.7572 21.2739 106.625 21.6686 14.7377 24.7748 21.6594 7.28897 15.5848 12.6934 42.8901 101.366 internal_count=911180 169666 2849 166817 741514 2181 668 9381 1376 5928 457 157436 735586 2414 947 6967 211 705 4981 306 23536 805 200 509 425 151 183 145 1453 13507 is_linear=0 shrinkage=0.01 Tree=629 num_leaves=31 num_cat=0 split_feature=6 48 5 3 3 3 4 5 2 3 6 48 29 3 3 5 3 6 5 2 3 3 6 2 6 29 5 2 2 6 split_gain=42.8013 19.2414 5.62749 5.49244 4.95369 3.74539 3.6143 2.8581 2.35262 2.32359 2.26931 1.88056 2.5918 1.70367 3.4211 1.62384 1.42518 1.35659 1.3415 1.33999 1.82351 1.26166 1.2414 1.42541 1.11116 0.994828 1.00597 0.964557 1.09285 0.96295 threshold=3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 0.51530771633864425 0.48846085567193326 1.0000000180025095e-35 23.500000000000004 2.5000000000000004 0.040202020202020204 0.33477011494252878 51.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 0.90501253132832093 0.90943267259056748 1.5000000000000002 0.92890109890109895 1.0000000180025095e-35 2.5000000000000004 0.12560679611650488 0.50155279503105599 0.99938118811881205 4.5000000000000009 0.26944684528954194 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 0.74891304347826104 0.68772163120567387 115.50000000000001 decision_type=2 2 10 2 2 2 8 10 2 2 2 2 2 2 2 8 2 2 10 2 2 2 2 2 2 2 10 2 2 2 left_child=1 3 8 4 9 -4 13 19 -2 24 22 12 -10 -3 -15 17 29 -5 -12 -8 -21 -17 23 -7 27 26 -6 28 -1 -13 right_child=2 6 5 15 25 10 7 -9 11 -11 18 16 -14 14 -16 21 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0032635953439894734 0.00090487166418781327 -0.0025227287621360341 0.0027070426395639931 0.0026317746912335473 0.0061480049534897597 0.0034683565484863611 0.0016094378034814689 -0.0021261311673814367 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12.744303773157297 2.9090372596983789 1.2266353957238596 58.707051625242457 4.3493722042185246 58.054670840298058 leaf_count=37993 18775 43343 3126 30311 35851 2505 37769 22306 89112 15159 60132 101184 21339 2105 4750 14606 18489 11183 65541 49954 43107 2291 90574 4281 5554 1407 629 25329 2434 50041 internal_value=0 0.00146672 -0.00189243 0.00304104 0.00380511 -0.00311761 4.78292e-05 0.000452653 -0.00121474 0.00293812 -0.00338401 -0.00146909 -0.000671104 -0.00192282 0.00175538 0.00128059 -0.00207392 0.00194075 -0.00441289 0.000747539 0.000286584 -0.000709768 -0.00242847 0.000451758 0.00341634 0.00581171 0.00601317 0.00365184 0.00302825 -0.00184963 internal_weight=0 861.38 677.771 408.327 284.743 241.382 453.054 375.845 436.389 198.833 230.825 389.635 167.994 77.2086 10.8268 123.584 221.641 92.8031 111.147 337.277 219.751 30.7809 119.678 13.3012 166.291 85.9097 83.0007 153.546 94.8394 205.56 internal_count=911180 386081 525099 182747 124356 226159 203334 153136 298940 86469 223033 280165 110451 50198 6855 58391 169714 41494 125673 130830 93061 16897 97360 6786 71310 37887 36480 65756 40427 151225 is_linear=0 shrinkage=0.01 Tree=630 num_leaves=31 num_cat=0 split_feature=11 10 48 2 2 10 48 0 10 10 10 48 10 48 10 10 2 10 2 10 10 48 2 2 10 10 10 10 19 10 split_gain=1571.58 0.0810412 0.0101412 0.00950012 0.00806545 0.00600634 0.00544218 0.00543465 0.00589996 0.00516477 0.00489453 0.00400758 0.00351641 0.00226897 0.00158612 0.00187603 0.00190354 0.00188395 0.00114742 0.00108951 0.0019293 0.00108322 0.00105389 0.00128855 0.000995186 0.00095651 0.000948516 0.00164544 0.000916068 0.000900259 threshold=1.0000000180025095e-35 3.3950000000000005 1.0000000180025095e-35 1.0000000180025095e-35 0.94494949494949509 9.7700000000000014 1.0000000180025095e-35 1.0000000180025095e-35 6.0550000000000006 3.1750000000000003 1.0000000180025095e-35 1.0000000180025095e-35 4.995000000000001 1.0000000180025095e-35 8.8850000000000016 6.9850000000000012 0.26692111959287529 6.6150000000000011 0.46697819314641748 4.9850000000000012 4.3550000000000013 1.0000000180025095e-35 0.28147007042253525 0.19526212503504348 2.2250000000000005 5.245000000000001 7.035000000000001 7.1150000000000011 1.0000000180025095e-35 4.9650000000000007 decision_type=2 10 2 2 2 10 2 2 10 10 10 2 10 2 10 10 2 8 2 8 10 2 2 2 10 10 10 10 2 10 left_child=9 2 -2 -3 5 7 -7 8 11 13 -4 12 19 24 15 17 -17 -10 -14 20 28 -9 23 -8 -1 -6 -18 -28 -5 -22 right_child=1 3 10 4 25 6 22 21 14 -11 -12 -13 18 -15 -16 16 26 -19 -20 -21 29 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.010194091917363002 0.010041449338634701 0.010183011037721635 0.010088189408612631 0.010182963781626104 0.010210706592855022 0.010089145714682904 0.010616839854564861 0.010144495832115298 0.010237816329062991 -0.010025422934057398 0.010214915909568131 0.010394613994591047 0.010469921367953265 -0.010058831726390136 0.010353009180186244 0.010069919420619021 0.010037126748620078 0.010466689672222227 0.010324161822962617 0.010069134159009084 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0.0100772 0.0102834 0.010308 0.0103225 0.010676 0.0103165 0.0103343 -0.0100375 0.0101522 0.0103616 0.010296 -0.0100927 0.0102448 0.0102189 0.0101612 0.0102903 0.0103989 0.0102408 0.0102566 0.0102078 0.0108721 0.0109637 -0.0101409 0.0101274 0.010244 0.0102786 0.0101955 0.0103421 internal_weight=0 762.537 378.108 384.428 308.685 285.791 4.72722 281.064 241.545 775.345 121.924 185.059 61.9447 138.922 56.4854 45.5525 25.2008 20.3517 21.6169 40.3278 36.9425 39.5194 3.54276 2.76406 57.3594 22.8941 13.2196 11.3208 21.5548 15.3877 internal_count=911180 169666 128112 41554 32474 27853 344 27509 21983 741514 22068 13082 6606 49647 8901 8356 6393 1963 1201 5405 4505 5526 106 73 13616 4621 1715 1182 3200 1305 is_linear=0 shrinkage=0.01 Tree=631 num_leaves=31 num_cat=0 split_feature=11 6 5 5 5 6 5 5 6 6 6 2 0 2 2 29 6 2 2 2 2 29 2 6 2 2 5 2 0 2 split_gain=1555.77 0.0422179 0.00672925 0.00435369 0.00596549 0.00363685 0.00206821 0.00200993 0.0026077 0.00172149 0.00169277 0.00152739 0.00121931 0.00156824 0.00124173 0.00120137 0.00108102 0.000988396 0.00095843 0.0009139 0.000912312 0.000798115 0.000877317 0.000888858 0.000898885 0.000834176 0.000795452 0.000774318 0.0010179 0.000763371 threshold=1.0000000180025095e-35 7.5000000000000009 6.5000000000000009 1.5000000000000002 5.5000000000000009 1.5000000000000002 2.5000000000000004 2.5000000000000004 15.500000000000002 4.5000000000000009 84.500000000000014 0.066767983789260368 1.0000000180025095e-35 0.74891304347826104 0.091372912801484213 1.0000000180025095e-35 332.50000000000006 0.2965856481481482 0.93235294117647072 0.44487847222222227 0.33460559796437661 1.0000000180025095e-35 0.20091743119266059 160.50000000000003 0.21089696071163824 0.21458087367178272 15.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.98936170212765973 decision_type=2 2 10 10 10 2 10 10 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 left_child=9 5 3 16 7 6 12 10 -9 -1 15 -8 13 14 -2 -5 21 -18 -7 -16 -12 22 27 24 -24 -25 -4 -3 -29 -11 right_child=1 2 26 4 -6 18 11 8 -10 29 20 -13 -14 -15 19 -17 17 -19 -20 -21 -22 -23 23 25 -26 -27 -28 28 -30 -31 leaf_value=-0.01005209593495599 0.010099928091730735 0.010208855940228996 0.01077109395021187 0.01027242542818026 0.010073600189689527 0.010193641102241311 0.010114739209276632 0.010275385648737218 0.010533783499239075 -0.010019671232498641 0.010501664332219367 0.010271183611399021 0.010093472131979607 0.010077849147617422 0.010189205681489143 0.010729936967093638 0.010541468459571166 0.010302101824880899 0.010097011503215587 0.010134181855815168 0.010353982633642098 0.010367410425929598 0.010051874879185334 0.010788649545822379 0.010229656707643064 0.010292951224072103 0.011260615080193444 0.010333629576832244 0.010099539930563943 -0.01010248189481284 leaf_weight=383.6700117327855 48.435467696632259 8.4806231672409904 0.69693691423162707 19.495292097562928 6.5324225008953354 95.504023131681606 10.791709251818249 5.1778629112523076 15.893847794039173 372.51384332912858 7.7376471203751889 14.79811844031792 183.17047780263238 47.727916631265543 56.52603433211334 0.59135754313319822 2.4691891928669047 5.7241259103175253 11.500606555258853 64.776738466345705 9.1055303167086077 6.1867310868110499 2.9430698968935749 0.34666744433343666 84.484529603738338 16.389376014238223 0.63384960498660803 26.964321232168007 1.9949898037593801 11.474630547570994 leaf_count=268033 13066 1067 34 2304 2127 19404 2675 470 808 468317 443 1906 57890 15670 10478 14 142 736 3142 17259 894 361 832 17 12793 2313 10 2395 416 5164 internal_value=0 0.0101794 0.0102953 0.010291 0.0103601 0.0101311 0.010118 0.0103924 0.0104703 -0.0100371 0.0103479 0.0102052 0.0101125 0.0101285 0.0101427 0.0102859 0.0102624 0.0103742 0.0101833 0.0101598 0.0104218 0.0102562 0.0102514 0.0102365 0.0102237 0.0103032 0.0110043 0.0102929 0.0103175 -0.0100221 internal_weight=0 755.079 221.848 220.518 64.534 533.231 426.226 58.0015 21.0717 767.658 36.9298 25.5898 400.637 217.466 169.738 20.0866 155.984 8.19332 107.005 121.303 16.8432 147.79 141.604 104.164 87.4276 16.736 1.33079 37.4399 28.9593 383.988 internal_count=911180 169666 28176 28132 7060 141490 118944 4933 1278 741514 3655 4581 114363 56473 40803 2318 21072 878 22546 27737 1337 20194 19833 15955 13625 2330 44 3878 2811 473481 is_linear=0 shrinkage=0.01 Tree=632 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 12 12 12 10 10 12 12 10 12 2 10 10 2 12 10 12 10 2 48 10 2 6 10 10 split_gain=1540.13 0.283284 0.0408654 0.0380101 0.0191005 0.00691789 0.00639004 0.00468174 0.00385653 0.00375339 0.00322372 0.00318985 0.00271848 0.00224971 0.00205281 0.00204103 0.00196864 0.0016015 0.00123937 0.00118027 0.00108606 0.00103018 0.00101215 0.000964473 0.000952818 0.000934926 0.000858858 0.00074329 0.000652477 0.000636694 threshold=1.0000000180025095e-35 0.0043998162727802515 6.4727209974080338e-05 0.51461192965507518 0.65440738201141369 3.1450000000000005 4.2870472043432537e-06 0.036334333941340412 0.00099748477805400022 3.1750000000000003 3.8350000000000004 0.98755538463592529 0.026551560498774003 3.2950000000000004 0.99473056197166454 0.028778467908902653 3.2950000000000004 3.1450000000000005 0.028778467908902653 0.99473056197166454 2.5450000000000004 0.00019807765784200004 3.1450000000000005 0.091372912801484213 1.0000000180025095e-35 5.8350000000000009 0.034723896792862259 3.5000000000000004 1.0450000000000002 3.1750000000000003 decision_type=2 2 2 2 2 10 2 2 2 10 10 2 2 10 2 2 10 10 2 2 10 2 8 2 2 10 2 2 10 10 left_child=4 2 6 7 12 22 17 13 15 14 28 29 -1 -3 -6 -7 -9 -2 -12 -11 -14 -17 -4 -15 -18 27 -19 -20 -8 -5 right_child=1 3 5 11 9 8 10 16 -10 19 18 -13 20 23 -16 21 24 26 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010012293088725945 0.010706291473046987 0.010195053556686295 0.010380798912460494 0.010056382843777136 -0.010237402443168384 0.010441842219509145 0.010412014198830864 0.010115472236347175 0.010436098913083936 -0.010111917865161817 0.01063613321326008 0.010031273103627393 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28 961 368 6132 766 173 52 3144 671 4110 55 143929 1500 457 181 175 757 31 77 871 22036 357 437 996 3066 79 152 95 99 7375 internal_value=0 0.0101776 0.0106093 0.0100899 -0.0100368 0.0104764 0.0108526 0.0102256 0.0105306 -0.0101928 0.0107596 0.0100448 -0.0100206 0.0102973 -0.0103019 0.0105979 0.0101834 0.0110065 0.0108225 -0.0101444 -0.0100679 0.0106348 0.0103202 0.0103357 0.0102131 0.0108546 0.0110382 0.0108997 0.0105755 0.0100954 internal_weight=0 747.693 126.328 621.365 760.047 81.682 44.646 154.944 60.6297 71.1231 27.8286 466.42 688.924 57.3435 21.8331 35.4043 97.6007 16.8174 20.7375 49.2899 103.504 28.628 21.0523 41.6921 67.9345 17.6941 15.2102 12.7812 7.09107 98.3424 internal_count=911180 169666 2849 166817 741514 2181 668 9381 1376 5928 457 157436 735586 2414 947 705 6967 211 306 4981 23536 532 805 1453 3823 251 183 172 151 13507 is_linear=0 shrinkage=0.01 Tree=633 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 6 0 6 6 6 6 12 12 6 12 12 12 12 6 1 12 5 12 12 split_gain=1524.65 0.27469 0.0395825 0.0368778 0.0185343 0.00618603 0.00478923 0.00454056 0.0030954 0.00287349 0.00263808 0.00196118 0.00159207 0.00121628 0.000949918 0.000924073 0.000921489 0.000806356 0.000655932 0.00058728 0.000587143 0.00047868 0.000468839 0.000420926 0.000418395 0.000388533 0.00037701 0.000361551 0.000320542 0.000306438 threshold=1.0000000180025095e-35 0.0043998162727802515 6.4727209974080338e-05 0.51461192965507518 0.65440738201141369 4.2870472043432537e-06 0.00037353503284970005 0.036334333941340412 0.98755538463592529 0.99766892194747936 0.026551560498774003 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 7.5000000000000009 1.5000000000000002 9.1954279923811565e-07 0.0011766494717448501 3.5000000000000004 0.99977076053619396 1.0389780072728174e-05 0.00015983601042530003 0.97252115607261669 1.5000000000000002 -348.49999999999994 0.18897357583045957 2.5000000000000004 0.99989646673202526 0.0006371206545736001 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 8 2 2 left_child=4 2 5 7 10 13 16 15 -5 23 29 -8 19 -2 -9 -3 27 -15 -13 25 -11 -21 -18 -6 -22 -7 -16 -4 -10 -1 right_child=1 3 6 8 9 12 11 14 28 20 -12 18 -14 17 26 -17 22 -19 -20 21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010008621128900974 0.010833988751491188 0.010262393588155769 0.010486664151681448 0.010094430424740793 -0.010136069365884305 0.010565557789689747 0.010353537920387922 0.010155424965951799 0.010049497854684565 -0.01024808734290319 -0.010067210569904575 0.010530222751640126 0.010603478259940749 0.011136803679280476 0.010245760935240234 0.010345327446211106 0.010678285031243462 0.010976278694293471 0.01043108078990462 0.010921615681438623 -0.010425575073533418 0.01079233189154971 0.010573280052481931 -0.010197526735888085 -0.01027975350305276 0.010752203552588815 0.010183438567967542 0.010682505045041217 0.010026216374161557 -0.010027064981447545 leaf_weight=468.05007601570105 3.6424067355692413 34.973996038548648 9.8230952704325318 97.372999490937218 37.274329438689165 1.3876132201403377 25.978004892356694 56.972709879511967 74.276446466450579 9.1557736569084245 102.48121662146877 12.030433982610704 5.7511269431561223 5.2270730435848218 22.737485690973699 21.815511912107468 8.1200056653469819 7.797101404517889 14.986377726309 3.889523606747388 4.7339483639225346 10.860879343003033 8.9265830675140005 15.897518650628625 3.3671573512256145 5.6831937022507253 16.936835952103138 1.0427441671490676 290.15046219911892 111.5520333572058 leaf_count=656411 54 1655 243 13507 4013 33 902 4722 18800 476 23536 271 115 58 1125 759 144 99 413 52 146 166 189 1136 157 91 1120 19 125129 55639 internal_value=0 0.0101758 0.0106029 0.010089 -0.0100364 0.0108434 0.0104714 0.0102233 0.0100443 -0.0101908 -0.0100204 0.0104156 0.0107515 0.0109955 0.0101816 0.0102943 0.0105774 0.0110407 0.0104752 0.0107905 -0.010303 0.0108264 0.0106233 -0.0101544 -0.010365 0.0107156 0.0102192 0.0105055 0.010031 -0.0100122 internal_weight=0 740.383 125.146 615.236 752.512 44.2389 80.9072 153.437 461.8 70.4287 682.083 52.9948 27.5723 16.6666 96.647 56.7895 27.9124 13.0242 27.0168 21.8212 17.2569 14.7504 17.0466 53.1718 8.10111 7.07081 39.6743 10.8658 364.427 579.602 internal_count=911180 169666 2849 166817 741514 668 2181 9381 157436 5928 735586 1586 457 211 6967 2414 595 157 684 342 779 218 333 5149 303 124 2245 262 143929 712050 is_linear=0 shrinkage=0.01 Tree=634 num_leaves=31 num_cat=0 split_feature=11 10 6 48 3 10 10 10 48 10 6 10 10 10 10 48 3 3 10 10 6 10 48 10 10 10 6 3 10 6 split_gain=1509.32 0.0719082 0.0221613 0.00899843 0.00562914 0.00458717 0.00434274 0.00377172 0.00405688 0.0039035 0.00311368 0.00305713 0.00211364 0.00248165 0.00227069 0.00201594 0.0016528 0.00160509 0.00144181 0.00213444 0.0014411 0.0013014 0.00136255 0.00121283 0.00116241 0.00128956 0.00116553 0.0011535 0.00101658 0.000971205 threshold=1.0000000180025095e-35 3.3950000000000005 32.500000000000007 1.0000000180025095e-35 0.22271825396825398 3.1750000000000003 1.0000000180025095e-35 9.7700000000000014 1.0000000180025095e-35 6.3250000000000011 1.5000000000000002 9.0500000000000025 3.9950000000000006 5.5450000000000008 9.7700000000000014 1.0000000180025095e-35 0.86391694725028068 0.94146202170188464 4.995000000000001 4.9850000000000012 385.50000000000006 4.5950000000000006 1.0000000180025095e-35 5.955000000000001 7.5550000000000006 6.7350000000000012 40.500000000000007 0.93364779874213844 5.8950000000000005 9.5000000000000018 decision_type=2 10 2 2 2 10 10 10 2 10 2 10 10 10 10 2 2 2 10 8 2 10 2 10 10 10 2 2 10 2 left_child=5 3 4 -2 23 15 29 9 -9 10 21 -11 -4 20 24 -1 -16 18 19 -12 -14 22 -6 -3 25 26 28 -23 -15 -5 right_child=1 2 12 6 7 -7 -8 8 -10 11 17 -13 13 14 16 -17 -18 -19 -20 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010135448083347647 0.010039823602859883 0.010178323168883174 0.010290006579291 0.010065441826934966 0.010124251314799498 -0.010024431979930875 0.01020646824725167 0.010078339283298172 0.010840228388230953 0.010108755497538846 0.010321583655432965 0.010372275594507286 0.010470197281699505 0.010850951909073049 0.011113392298276823 -0.010056535136395406 0.010406535906799051 0.010207371180856245 0.010384126661266759 0.010070180717287418 0.010668982119017831 0.010277283550627262 0.01024752747818336 0.010083349636912658 0.01027805890180266 0.010565819679015473 0.010329489226106525 0.010160165723240836 0.010358590588474858 0.010171664755343373 leaf_weight=55.149475919315591 246.14535648818128 56.125649939058349 11.290554184699429 47.42675265762955 17.83720032684505 611.51686347275972 59.264457996468991 1.0270062545314425 2.1875314987264574 27.382766913506202 25.250070347916338 5.245735890697687 34.782360171433538 0.85492869396694604 0.69559651846066006 78.384740106295794 0.63075148267671466 10.79488838650286 33.517240099376068 3.8985032583586863 4.0741145880892864 58.834104741923511 18.027447087457404 17.682204245589674 12.044293558690695 3.8993811374530187 13.07256211247295 9.8120513551402819 0.82306248694658279 10.515990535728632 leaf_count=13616 106044 6691 1165 14056 3895 691867 6629 227 59 7552 1891 245 1657 20 14 36031 45 1002 1794 1070 139 4806 1502 4756 863 130 797 1189 45 1383 internal_value=0 0.0101741 0.0102722 0.0100742 0.0102309 -0.010036 0.0101463 0.0102569 0.0105968 0.0102517 0.0102701 0.0101511 0.0104171 0.0104373 0.0103721 -0.0100891 0.0107772 0.01032 0.0103394 0.010288 0.010491 0.010235 0.0101862 0.0101556 0.0103546 0.0104041 0.0103613 0.0102605 0.0106094 0.0100847 internal_weight=0 733.143 369.79 363.353 287.622 745.051 117.207 213.815 3.21454 210.6 177.972 32.6285 82.1676 70.8771 32.0206 133.534 1.32635 73.4607 62.6658 29.1486 38.8565 104.511 35.8646 73.8079 30.6942 18.6499 14.7506 68.6462 1.67799 57.9427 internal_count=911180 169666 41554 128112 36679 741514 22068 25232 286 24946 17149 7797 4875 3710 1914 49647 59 5757 4755 2961 1796 11392 5397 11447 1855 992 862 5995 65 15439 is_linear=0 shrinkage=0.01 Tree=635 num_leaves=31 num_cat=0 split_feature=12 12 12 1 1 10 12 12 12 12 12 10 10 10 1 10 12 10 10 10 12 10 1 1 12 5 1 10 5 10 split_gain=416.351 113.461 45.8498 9.52101 9.01869 7.05453 6.78537 6.67869 4.44932 3.76964 2.6088 1.83148 1.46721 1.33276 1.49989 1.29805 1.25616 1.08475 0.951959 0.923178 0.920092 0.865669 1.41937 1.47006 1.09574 1.07554 0.754421 0.73048 0.712095 0.689877 threshold=0.0043998162727802515 0.99766892194747936 9.6955882327165472e-06 -7.4999999999999991 -1.0000000180025095e-35 6.5450000000000008 0.99997490644454967 0.65440738201141369 0.00014260681928130004 8.8294510192099562e-07 0.3781151175498963 5.7250000000000005 2.3850000000000002 1.3750000000000002 -380.49999999999994 4.9450000000000012 0.068259380757808671 6.2350000000000012 5.2250000000000005 4.9050000000000011 0.78322452306747448 6.1150000000000011 -60.499999999999993 -53.499999999999993 0.94052824378013633 2.5000000000000004 -335.49999999999994 3.1450000000000005 6.5000000000000009 5.5050000000000008 decision_type=2 2 2 8 8 8 2 2 2 2 2 10 10 10 10 10 2 10 10 10 2 10 8 10 2 10 10 10 10 8 left_child=2 4 9 8 7 10 13 16 11 -1 15 -4 -5 -3 27 -6 -2 26 -10 -12 -7 24 25 -24 -9 -23 -11 -15 -17 -21 right_child=1 6 3 12 5 20 -8 21 18 17 19 -13 -14 14 -16 28 -18 -19 -20 29 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0093834490742507552 0.0007294039233992389 0.0087172065686312618 -0.0046438439544709224 -0.0017892848698913427 -0.002426490075739762 0.0027654479662242576 0.0097924377431989045 0.0039251979434513527 -0.0017356856133126123 -0.0087267525915824522 0.0004479368464432921 -0.0009766031854206859 -0.0072123278123103632 0.0056520920816145728 0.0069663755331923665 -0.0066319408548925441 0.0021819408390955529 -0.004684631377573004 6.0201763979678438e-05 -0.0042649874852007186 0.0069801757891236691 0.0060156551491386094 -0.0089277073024798693 0.0025454766626281677 0.0062352415034239049 0.00063901153536463965 -0.0069508162439699209 0.0020562631498579672 0.0072827551461380645 0.0013617089256239905 leaf_weight=215.50941886776127 118.59111030597705 19.481230131699704 78.625770801736508 5.4747896117623887 43.831026723142713 11.601007100078279 268.91067196219228 46.134495638310909 104.05401054408867 35.835917216027156 46.223907570587471 16.471196374564897 56.21607951662736 10.35749398940243 36.164867155952379 11.294428973109458 119.56252519239206 15.162227998254819 41.204270732938312 8.1507013008231262 9.3573793570976687 10.26426162174903 1.9143360320013014 2.6805512369610396 37.003137934952974 5.835855422075837 71.93589176874957 12.428823785157872 0.38016128668095994 2.9741616768296817 leaf_count=365205 22009 7900 66085 1001 9726 1740 118910 5295 40448 42378 6428 9994 46340 3163 6962 6439 13809 16693 15130 1692 2901 1428 147 340 5434 714 90579 1862 48 380 internal_value=0 0.00469232 -0.00605877 -0.0032266 0.00152017 -0.000680803 0.0090376 0.00238138 -0.00232712 -0.00858635 -0.00167028 -0.00400866 -0.00673106 0.00644961 0.00570025 -0.00321573 0.00145863 -0.00718901 -0.00122626 -0.000174499 0.00464722 0.0044978 0.0026677 -0.00223452 0.00495336 0.00406677 -0.00754134 0.00369074 -0.00617883 -0.00276073 internal_weight=0 823.142 640.49 302.046 475.799 133.813 347.343 341.986 240.355 338.443 112.854 95.097 61.6909 78.4324 58.9512 55.5056 238.154 122.934 145.258 57.3488 20.9584 103.833 20.695 4.59489 83.1376 16.1001 107.772 22.7863 11.6746 11.1249 internal_count=911180 217327 693853 178998 78530 29354 138797 49176 131657 514855 24713 76079 47341 19887 11987 16213 35818 149650 55578 8500 4641 13358 2629 487 10729 2142 132957 5025 6487 2072 is_linear=0 shrinkage=0.01 Tree=636 num_leaves=31 num_cat=0 split_feature=11 10 3 1 1 10 3 10 10 10 1 0 10 10 3 2 10 10 1 3 10 1 10 10 1 10 0 2 3 2 split_gain=1487.73 0.0702951 0.0108114 0.0105772 0.00666276 0.00880523 0.00534045 0.00449863 0.00397791 0.00350464 0.00271372 0.00248356 0.00220363 0.0025587 0.00210726 0.00198355 0.00175617 0.00161664 0.00150686 0.00146841 0.00134902 0.00112001 0.00102344 0.00100229 0.000936657 0.000896456 0.000821075 0.000810454 0.00076859 0.000768163 threshold=1.0000000180025095e-35 3.3950000000000005 1.0000000180025095e-35 -32.499999999999993 -7.4999999999999991 9.7700000000000014 0.90501253132832093 3.1750000000000003 6.1150000000000011 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 4.495000000000001 6.3250000000000011 0.90943267259056748 1.0000000180025095e-35 5.035000000000001 4.9750000000000005 -125.49999999999999 0.53302180685358269 4.9450000000000012 -69.499999999999986 2.2250000000000005 5.8550000000000013 -29.499999999999996 5.5650000000000004 1.0000000180025095e-35 0.34161778326644027 1.0000000180025095e-35 0.90940656565656586 decision_type=2 10 2 8 8 10 2 10 10 10 8 2 10 8 2 2 10 8 10 2 10 10 10 10 10 10 2 2 2 2 left_child=7 3 23 9 5 6 8 10 11 -2 -1 19 -6 16 -8 -16 17 20 -7 29 -14 -10 -12 -3 -5 26 27 -18 -11 -4 right_child=1 2 4 24 12 18 14 -9 21 28 22 -13 13 -15 15 -17 25 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6.4958178186789146 22.770319813862443 17.512777221389115 1.8542494396679083 4.2016158823389551 2.7211981802247456 75.137939266394824 1.0231013414449979 11.43616508413106 29.453785578138195 15.929267386207355 5.8302342367824158 3.2904278154019266 1.0167615883983669 3.5444871373474598 43.805932563729584 0.55956715112551947 leaf_count=40327 12228 6156 3576 108336 5659 55 3220 691867 2140 2098 2278 1724 1412 1887 2537 1059 71 1125 56 3760 59 2088 7042 4327 944 271 107 248 4506 17 internal_value=0 0.0101735 0.0102711 0.0100738 0.0102968 0.0103209 0.0103134 -0.0100359 0.0103372 0.0101559 -0.0100888 0.0103588 0.0102041 0.0102579 0.0102171 0.010243 0.0103001 0.0102411 0.0108217 0.0103747 0.010294 0.0102392 -0.0101498 0.0101559 0.0100378 0.0104083 0.0104771 0.0105262 0.0102085 0.0103368 internal_weight=0 722.722 365.306 357.416 298.655 237.096 233.637 734.42 187.447 109.082 131.987 153.516 61.559 34.0186 46.1899 40.2831 27.5227 17.8168 3.45961 132.823 13.6152 33.9309 46.9722 66.6509 248.333 9.70593 6.4155 5.39874 58.646 57.6854 internal_count=911180 169666 41554 128112 31071 20232 20121 741514 13305 18832 49647 9077 10839 5180 6816 3596 3293 2596 111 7353 1471 4228 9320 10483 109280 697 426 319 6604 3593 is_linear=0 shrinkage=0.01 Tree=637 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 12 12 12 10 10 12 12 10 12 10 1 10 1 2 2 2 12 10 10 10 12 2 2 10 split_gain=1472.77 0.254056 0.0371055 0.0336423 0.0171694 0.00614717 0.00586462 0.00415047 0.0034468 0.0033822 0.00287784 0.00281401 0.00242106 0.00199164 0.00187204 0.00174026 0.00164975 0.00144357 0.00119671 0.00119335 0.00111534 0.0011121 0.00107183 0.000966683 0.0009048 0.000865099 0.000823178 0.000802194 0.000772419 0.000587162 threshold=1.0000000180025095e-35 0.0043998162727802515 6.4727209974080338e-05 0.51461192965507518 0.65440738201141369 3.1450000000000005 4.2870472043432537e-06 0.036334333941340412 0.00037353503284970005 3.1750000000000003 3.8350000000000004 0.98755538463592529 0.026551560498774003 3.2950000000000004 0.99473056197166454 3.2950000000000004 -371.49999999999994 3.1450000000000005 -390.49999999999994 0.045804195804195758 0.066767983789260368 0.028778467908902653 0.99766892194747936 2.5450000000000004 3.1450000000000005 5.8350000000000009 0.0011766494717448501 0.034723896792862259 0.034723896792862259 1.0450000000000002 decision_type=2 2 2 2 2 10 2 2 2 10 10 2 2 10 2 10 10 10 10 2 2 2 2 10 8 10 2 2 2 10 left_child=4 2 6 7 12 24 17 13 20 14 29 -5 -1 -3 -6 -9 -17 -2 -15 -10 -7 -12 -11 -14 -4 -23 -21 -20 -19 -8 right_child=1 3 5 11 9 8 10 15 19 22 21 -13 23 18 -16 16 -18 28 27 26 -22 25 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010011786242859122 0.010682712141977866 0.010187254145671114 0.010366501602306401 0.010091380408563113 -0.010228683053158669 0.010473532536107031 0.010397297304499257 0.010110814358604817 0.010347034397270397 -0.010112483869923403 0.010612761903221992 0.010029810427845752 -0.010135446948868096 0.010490265774161225 -0.010432804947464687 0.010332572003326067 0.0101847535592192 0.010825199996200794 0.010214106293915375 0.010545514065979101 0.010651026352448278 0.010867134494254159 -0.010223346942100869 -0.010051468771767156 0.010231765196039543 0.010708341821789855 0.0104378765513894 0.010328913990573707 0.011032020364492809 0.010609329838169762 leaf_weight=559.03113515168661 1.5600878708064581 15.044994871132074 11.514121995307507 94.17366917594336 14.594928718172016 4.510783992707732 1.754486877471211 28.484563574427739 8.311563363298772 35.999363214476034 2.9435625821352032 350.54586589767132 16.415012787096202 3.8309960337355724 6.4913041777908793 8.7145302351564151 56.51251556398347 2.1058166883885852 7.7363497186452141 12.202175512909891 16.455022428184748 12.391113240271808 11.508669197559355 83.097073107899632 8.788121313787995 4.7445561029016963 17.008965170010924 28.531044361181557 12.674273855984209 5.1095239501446486 leaf_count=712050 28 961 368 13507 766 108 52 3144 268 4345 55 143929 1500 94 181 322 3501 31 390 258 298 172 636 22036 437 79 444 969 152 99 internal_value=0 0.0101718 0.0105873 0.0100864 -0.0100356 0.0104581 0.0108225 0.0102165 0.0105101 -0.0101861 0.0107319 0.0100428 -0.0100199 0.0102854 -0.0102915 0.010176 0.0102045 0.010972 0.0103222 0.0104528 0.0106128 0.0107923 -0.0101393 -0.0100653 0.0103082 0.0108232 0.0104828 0.0103044 0.0110026 0.0105551 internal_weight=0 715.649 122.074 593.575 727.137 78.7908 43.2834 148.855 58.4885 68.5943 26.9432 444.72 658.543 55.1434 21.0862 93.7116 65.227 16.3402 40.0984 37.5227 20.9658 20.0792 47.508 99.5121 20.3022 17.1357 29.2111 36.2674 14.7801 6.86401 internal_count=911180 169666 2849 166817 741514 2181 668 9381 1376 5928 457 157436 735586 2414 947 6967 3823 211 1453 970 406 306 4981 23536 805 251 702 1359 183 151 is_linear=0 shrinkage=0.01 Tree=638 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 6 0 6 2 3 6 6 12 12 12 0 6 3 3 12 12 12 12 2 split_gain=1457.97 0.246357 0.0359438 0.0326395 0.0166605 0.00567768 0.00429699 0.00402524 0.00273081 0.00262326 0.00234946 0.00173275 0.00142404 0.00109224 0.000989668 0.000946425 0.000841118 0.000816951 0.000754447 0.000582678 0.000537054 0.000483613 0.000483378 0.000421982 0.000414803 0.000412736 0.000398405 0.000374871 0.000334469 0.000323651 threshold=1.0000000180025095e-35 0.0043998162727802515 6.4727209974080338e-05 0.51461192965507518 0.65440738201141369 4.2870472043432537e-06 0.00037353503284970005 0.036334333941340412 0.98755538463592529 0.99766892194747936 0.026551560498774003 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 0.028778467908902653 1.0000000180025095e-35 3.5000000000000004 7.5000000000000009 9.1954279923811565e-07 0.0011766494717448501 0.99977076053619396 1.0000000180025095e-35 3.5000000000000004 0.51739261947973392 0.13453458306399482 0.00017857718921725002 1.0389780072728174e-05 0.97252115607261669 0.18897357583045957 0.045804195804195758 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=4 2 5 7 10 13 15 17 -5 27 -1 24 14 -2 -7 -4 -9 -3 -15 29 -11 25 -16 -22 -8 -17 -24 -6 -18 -13 right_child=1 3 6 8 9 12 11 16 -10 20 -12 19 -14 18 22 21 28 -19 -20 -21 23 -23 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010011669071430768 0.01080613176570119 0.010251905634797283 0.010405419174276119 0.010090468027207091 -0.01013109831100751 0.010573215702882758 0.010281501924492535 0.010149122521461124 0.010029513442130933 -0.01023967144860112 -0.010064669560958582 0.010364343792724787 0.010581806142907242 0.011099042550825253 0.010711898971843324 0.010643073560832324 0.01023588168408184 0.010331422481514488 0.010941566659084126 0.010414174373067719 -0.010406950961041979 0.010477403232668433 0.010914638318292503 -0.0102531311577417 0.010368348004774887 0.010550722460128944 0.010787711141644025 -0.010190192682625393 0.010175977182184546 0.010528583351758691 leaf_weight=553.47512733374606 3.5382555350661304 33.627839303109795 3.6346843931823996 93.245013769017532 35.911214715102687 2.4636017102748218 8.1555602476000804 54.693798136897385 347.06810094171669 8.8499527806416172 98.528272761439439 1.3590488787740493 5.5659363977611056 5.0878369733691198 5.9314653612673309 10.218457661569124 21.844907535240054 20.982230294495821 7.5670113638043404 14.443173151463268 5.1122243776917449 3.9075205260887733 3.359077312052249 2.7390509471297264 16.888598312623799 9.1931431656703335 9.3743444047868234 15.311724266270174 16.256553871091455 10.241829870268701 leaf_count=712050 54 1655 105 13507 4013 50 348 4722 143929 476 23536 41 115 58 104 193 1125 759 99 413 167 98 45 136 554 199 143 1136 1120 230 internal_value=0 0.0101701 0.0105812 0.0100855 -0.0100352 0.0108137 0.0104534 0.0102143 0.0100424 -0.0101842 -0.0100197 0.0103995 0.0107241 0.0109615 0.0107616 0.0105555 0.0101743 0.0102825 0.0110049 0.0104566 -0.0102931 0.0105789 0.0107865 -0.0103533 0.0103401 0.0105993 0.0108212 -0.0101488 0.0102103 0.0105093 internal_weight=0 708.648 120.93 587.718 719.928 42.8875 78.042 147.405 440.313 67.9242 652.003 51.0882 26.6944 16.1931 21.1285 26.9538 92.7953 54.6101 12.6548 26.0441 16.7012 23.3191 18.6649 7.85128 25.0442 19.4116 12.7334 51.2229 38.1015 11.6009 internal_count=911180 169666 2849 166817 741514 668 2181 9381 157436 5928 735586 1586 457 211 342 595 6967 2414 157 684 779 490 292 303 902 392 188 5149 2245 271 is_linear=0 shrinkage=0.01 Tree=639 num_leaves=31 num_cat=0 split_feature=12 12 12 12 1 1 12 12 12 1 10 10 10 12 10 10 10 10 1 10 10 1 1 5 12 5 1 10 10 1 split_gain=397.602 109.579 44.4209 9.95072 9.14845 7.61163 4.703 4.24429 3.71504 3.07711 3.86526 2.78265 1.75085 1.4978 1.41276 1.38263 1.0546 1.03242 1.0018 0.905561 0.85177 1.7313 1.9485 1.24567 0.848515 0.76867 0.741065 0.698851 0.631535 0.623006 threshold=0.0043998162727802515 0.99894970655441295 9.6955882327165472e-06 0.78322452306747448 -7.4999999999999991 -390.49999999999994 0.99997490644454967 0.00014260681928130004 8.8294510192099562e-07 -3.4999999999999996 2.3850000000000002 6.5450000000000008 5.7250000000000005 0.068259380757808671 2.3850000000000002 4.9450000000000012 6.2350000000000012 2.1250000000000004 -380.49999999999994 5.2250000000000005 6.1150000000000011 -59.499999999999993 -53.499999999999993 2.5000000000000004 0.97252115607261669 6.5000000000000009 -335.49999999999994 2.5450000000000004 5.4450000000000012 -280.49999999999994 decision_type=2 2 2 2 8 10 2 2 2 8 10 8 10 2 10 10 10 10 10 10 10 8 10 8 2 10 10 10 10 8 left_child=2 3 8 5 7 11 17 12 -1 20 -11 15 -4 28 -6 -2 26 -3 -19 -9 24 23 -23 -22 -5 -17 -10 -15 -7 -18 right_child=1 6 4 9 14 13 -8 19 16 10 -12 -13 -14 27 -16 25 29 18 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0093713140011063255 -0.001917759563784717 0.008643308030501496 -0.0046040183663053078 0.0045323780425448332 -0.0017720614331187962 0.00034585829704445717 0.0097868331232885651 -0.0017173108339237552 -0.0087047274714903092 0.0058566884908345471 -1.0155775959632979e-05 0.0027258729758441766 -0.00096484812842537572 0.00025806723245085057 -0.0071755628133907592 -0.005743387985857825 0.0012955006602922523 0.0038323493320746227 0.0070238637403811192 6.0193817359168837e-05 0.0068030837523940834 -0.010076829195915578 0.0030108615849905058 0.00096025377033617798 0.0067568909793175513 0.0069399587230979335 -0.0069121026635870783 0.0025399872231469671 0.0021644167406160205 -0.0053585902775336721 leaf_weight=207.31444324139738 58.737118352670223 18.697766021941788 76.170080431358656 40.716873334022239 5.312094885041005 90.897830260684714 258.49673350097146 101.00102630333276 34.515399604308186 16.581137320958078 34.795058514457196 11.273820494650861 15.996903325896708 15.125750815263016 54.281102757609915 14.454377846501298 1.5762020836118606 15.819340623449532 26.00022240402177 40.017067575128749 10.343988628592339 1.871527816634625 2.9006319653708514 5.6374984006397435 29.621535645099357 0.49416454200400117 69.489022527530324 119.07715964026283 24.174682610318996 13.11262591043487 leaf_count=365205 11877 7749 66085 5132 1001 17842 118910 40448 42378 5161 4810 1742 9994 1709 46340 7396 1081 3495 5314 15130 1697 126 418 757 4871 63 90579 14134 4124 15612 internal_value=0 0.00466303 -0.00602449 0.00162728 -0.00319722 0.000684008 0.00919935 -0.0023036 -0.00856358 0.00384022 0.00188331 -0.00190091 -0.00397239 0.00156502 -0.0066939 -0.0026088 -0.00715277 0.00668995 0.00581659 -0.0012129 0.00494393 0.00316372 -0.00212182 0.00474201 0.00546918 -0.00532411 -0.00750701 0.0022828 0.000727905 -0.00464457 internal_weight=0 795.717 618.786 476.703 292.778 334.235 319.014 233.185 326.008 142.468 51.3762 84.9595 92.167 249.275 59.5932 73.6857 118.693 60.5173 41.8196 141.018 91.0921 20.7536 4.77216 15.9815 70.3384 14.9485 104.004 134.203 115.073 14.6888 internal_count=911180 217327 693853 81859 178998 58887 135468 131657 514855 22972 9971 21078 76079 37809 47341 19336 149650 16558 8809 55578 13001 2998 544 2454 10003 7459 132957 15843 21966 16693 is_linear=0 shrinkage=0.01 Tree=640 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 12 12 12 10 12 10 12 10 12 10 1 10 2 1 2 12 2 10 12 10 2 2 10 0 split_gain=1437.15 0.24174 0.0357486 0.0316128 0.0163699 0.00608029 0.00519156 0.00390808 0.00378547 0.00323629 0.002643 0.00251207 0.00228686 0.00187185 0.00180608 0.00163364 0.00158067 0.00138364 0.00118082 0.00114986 0.00113339 0.00103194 0.000943908 0.000910498 0.000811117 0.000768945 0.000752782 0.000739035 0.000604838 0.000655848 threshold=1.0000000180025095e-35 0.0043998162727802515 5.4114738304633654e-05 0.51461192965507518 0.65440738201141369 3.0250000000000004 4.2870472043432537e-06 0.036334333941340412 0.00037353503284970005 3.1750000000000003 0.98755538463592529 3.2650000000000001 0.026551560498774003 3.2950000000000004 0.99473056197166454 3.2950000000000004 -371.49999999999994 3.1450000000000005 0.055738304093567205 -390.49999999999994 0.045804195804195758 0.99766892194747936 0.045804195804195758 2.5450000000000004 0.0011766494717448501 3.0250000000000004 0.034723896792862259 0.034723896792862259 5.8350000000000009 1.0000000180025095e-35 decision_type=2 2 2 2 2 10 2 2 2 10 2 10 2 10 2 10 10 10 2 10 2 2 2 10 2 8 2 2 10 2 left_child=4 2 6 7 12 25 17 13 18 14 -5 -8 -1 -3 -6 -9 -17 -2 -7 -15 -10 -11 -13 -14 -22 -4 -21 -19 29 -24 right_child=1 3 5 10 9 8 11 15 20 21 -12 22 23 19 -16 16 -18 27 -20 26 24 -23 28 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010011530291364305 0.010673397976520099 0.010183485247681335 0.010357656277685239 0.0100893965916522 -0.010224871738140998 0.010463845117564896 0.010519287068811176 0.010108538318783576 0.010339336290227456 -0.010110482623453897 0.01002899870362902 0.010619467723733733 -0.010132825174878877 0.010481704786434929 -0.010426840894470045 0.010326695509741855 0.010180679811816449 0.010813911582597599 0.010642131302922311 0.010209583297165665 0.010533176857365576 -0.010220116027117046 0.010872730484998904 -0.010050521772960085 0.01042676747276863 0.010230158132860379 0.01032194475642537 0.011017415485014167 0.010700668932270112 0.010674037053625216 leaf_weight=544.64389491180191 1.5413723699748541 14.749620275571941 10.203470816835763 92.027712091337889 14.34833407122642 4.6768712289631393 4.6917865294963148 27.906168661545962 8.350714002735911 35.352868794114329 340.61807916301768 3.1997628025710609 16.096289731329307 3.7678196178749195 6.4035827135667196 8.5617763949558121 55.295652682427317 2.081002313643693 18.061528202146292 7.578706636093556 12.325962418690326 11.339363329578189 10.543328944593668 81.492217017745133 17.103505934588611 8.8185192188248021 27.961164128035307 12.525137305259703 4.0378993060439816 1.9719670861959464 leaf_count=712050 28 961 334 13507 766 114 110 3144 275 4345 143929 59 1500 94 181 322 3501 31 332 390 266 636 145 22036 458 443 969 152 68 34 internal_value=0 0.0101695 0.0105777 0.0100848 -0.0100351 0.0104545 0.0108192 0.0102121 0.0105035 -0.0101833 0.0100418 0.0107273 -0.0100195 0.0102795 -0.0102872 0.0101724 0.0102003 0.0109584 0.0106055 0.0103156 0.0104422 -0.0101371 0.0107767 -0.0100641 0.0104713 0.0102985 0.010298 0.0109884 0.0108071 0.0108414 internal_weight=0 698.6 120.133 578.467 709.677 79.5406 40.5923 145.821 60.5186 67.4441 432.646 24.4447 642.232 54.0573 20.7519 91.7636 63.8574 16.1475 22.7384 39.3077 37.7802 46.6922 19.753 97.5885 29.4295 19.022 35.5399 14.6061 16.5532 12.5153 internal_count=911180 169666 2849 166817 741514 2222 627 9381 1445 5928 157436 416 735586 2414 947 6967 3823 211 446 1453 999 4981 306 23536 724 777 1359 183 247 179 is_linear=0 shrinkage=0.01 Tree=641 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 12 12 10 12 10 10 10 10 10 3 12 4 3 5 12 10 5 10 12 10 3 10 2 10 10 split_gain=387.541 107.939 43.8883 9.69214 5.74067 4.72079 3.54417 2.47488 1.73336 1.47414 1.3659 1.23666 1.02673 0.955065 0.617033 0.600742 0.512652 0.575705 0.504887 0.489178 0.486665 0.471469 0.468038 0.413301 0.397305 0.378599 0.370662 0.357864 0.491979 0.357668 threshold=0.0043998162727802515 0.99894970655441295 9.0361113507242425e-06 0.78322452306747448 0.00017857718921725002 0.99997490644454967 8.8294510192099562e-07 5.4850000000000012 0.18897357583045957 5.4450000000000012 8.4800000000000022 5.285000000000001 2.1250000000000004 6.2350000000000012 0.22271825396825398 0.00073490195791230009 29.500000000000004 0.76506899055918665 3.5000000000000004 0.98755538463592529 4.8550000000000013 6.5000000000000009 2.1250000000000004 0.97252115607261669 4.8650000000000011 0.39415279556124627 3.9350000000000005 0.88956639566395668 6.1150000000000011 8.2000000000000011 decision_type=2 2 2 2 2 2 2 8 2 10 8 8 10 10 2 2 10 2 10 2 8 10 10 2 10 2 8 2 10 10 left_child=2 3 6 8 7 12 21 16 9 18 19 15 -3 26 -11 -6 17 22 -2 24 -10 -1 -4 -12 -5 -15 -8 -26 -29 -21 right_child=1 5 4 10 11 -7 13 -9 20 14 23 -13 -14 25 -16 -17 -18 -19 -20 29 -22 -23 -24 -25 27 -27 -28 28 -30 -31 leaf_value=-0.0094376580780911202 -0.00015776931786640858 0.0086209361837023806 -0.00063394948164529935 0.002236525632424742 -0.0034196621417367287 0.0097818136741371492 -0.0062621748920339594 -0.0024294344561557476 0.00095675355720228948 -0.0011644028310549678 0.0045914941923969046 -0.00068342857403876816 0.0057790444881143689 -0.0075064796842989378 0.002510678521942116 -0.001887093298170757 -0.0049826526902932659 -0.0038989795161031714 -0.0028056316186421942 0.0044617708427108936 0.0022055329386834362 -0.0063744048416806984 -0.0073423486884328787 0.0075388602516202451 0.0039148556753344395 -0.0037540887706376171 -0.0078008693721524514 0.0042617334536536626 -0.0036899557908215553 -0.0010220544400520693 leaf_weight=198.29618965106783 162.4564871940529 18.374689866206609 1.0800326845492261 38.95273235347122 44.903669378778432 253.50594002613798 19.45783006073907 34.871668107516598 60.021470618899912 5.3766512817819594 8.3387676910497266 54.085323609528132 41.257662398042157 3.6184383950312613 30.394591346441302 59.425123001041356 63.199547297233948 6.9931133367936118 7.5351861483650273 40.13986881042365 65.007244263077155 5.1550521169556296 28.074602790788049 11.078684344072824 37.876122709130868 10.466099942335857 80.120567486708751 1.5973861878737801 1.5170313783455638 1.2256775435525913 leaf_count=355251 33685 7749 423 5260 25615 118910 16996 22637 7532 889 1809 18548 8809 4921 5482 23767 55814 5978 2426 6800 8873 9954 29571 3674 4863 11471 112907 213 176 177 internal_value=0 0.00463505 -0.00599262 0.00161253 -0.00319979 0.00918631 -0.00856986 -0.00472142 0.000677406 0.000113134 0.00381065 -0.00191056 0.00665472 -0.00715546 0.00195829 -0.00254672 -0.00552592 -0.00647576 -0.000275141 0.00341649 0.00160604 -0.00936004 -0.00709384 0.00627312 0.0029597 -0.00471811 -0.00750021 0.00364692 0.000388469 0.00429928 internal_weight=0 784.656 609.747 471.518 292.633 313.138 317.114 134.219 330.792 205.763 140.726 158.414 59.6324 113.663 35.7712 104.329 99.3473 36.1477 169.992 121.309 125.029 203.451 29.1546 19.4175 79.9433 14.0845 99.5784 40.9905 3.11442 41.3655 internal_count=911180 217327 693853 81859 182353 135468 511500 114423 58887 42482 22972 67930 16558 146295 6371 49382 91786 35972 36111 17489 16405 365205 29994 5483 10512 16392 129903 5252 389 6977 is_linear=0 shrinkage=0.01 Tree=642 num_leaves=31 num_cat=0 split_feature=12 12 12 12 48 12 48 12 12 10 48 10 10 12 10 10 10 12 10 12 12 10 48 3 3 10 48 5 5 10 split_gain=381.497 107.412 43.8013 9.52659 6.44095 4.7885 4.20907 3.91179 3.59154 2.57345 1.7371 2.95624 1.69421 1.26969 1.15717 1.11088 1.03218 1.00936 0.820119 0.804897 0.802915 0.771514 0.761491 0.758895 0.615114 0.582262 0.570782 0.511855 0.482619 0.443055 threshold=0.0043998162727802515 0.99894970655441295 9.0361113507242425e-06 0.78322452306747448 1.0000000180025095e-35 0.99997490644454967 1.0000000180025095e-35 0.00017857718921725002 7.8085335530886379e-07 5.6550000000000011 1.0000000180025095e-35 6.4750000000000005 6.6750000000000007 0.068259380757808671 5.3550000000000013 6.2350000000000012 2.1250000000000004 9.4236969744088142e-05 6.1150000000000011 0.13270235061645502 0.97252115607261669 5.285000000000001 1.0000000180025095e-35 0.38913470993117016 0.31281565656565663 2.5450000000000004 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 5.2150000000000007 decision_type=2 2 2 2 2 2 2 2 2 8 2 8 8 2 10 10 10 2 10 2 2 10 2 2 2 10 2 10 8 10 left_child=2 3 8 6 12 16 9 14 -1 19 11 -5 17 24 -6 26 -3 -4 20 -2 -12 -9 -18 -20 -8 -15 -10 -27 -21 -26 right_child=1 5 4 10 7 -7 13 21 15 -11 18 -13 -14 25 -16 -17 22 -19 23 28 -22 -23 -24 -25 29 27 -28 -29 -30 -31 leaf_value=-0.0093847142989289204 -0.0024646641468513046 0.0085988427649667347 -0.0072419137133131351 0.0014131891975273467 -0.004490946561699064 0.0097770112191330159 -0.00070191904604250701 -0.0015005627325325199 -0.0084668191104847242 0.0023568157248863649 0.0043567752921659817 0.0067357176429890158 -0.00077564262543253985 0.00028450065543637675 -0.001923721994366491 -0.0046429634325372074 0.0042431909767579922 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4020 29377 1308 6844 4255 10717 4789 1376 10372 10556 86078 1620 727 4620 internal_value=0 0.00460634 -0.00596089 0.00159744 -0.00317274 0.0091732 0.000670752 -0.00222018 -0.0085495 -0.000876529 0.00377908 0.00253854 -0.00548697 0.00149326 -0.00379955 -0.00718309 0.00661882 -0.00590906 0.00477583 -0.00156988 0.00534024 -0.00102356 0.00574059 0.00291045 0.000669333 0.00220689 -0.00754941 0.00246863 -0.000618201 0.0011169 internal_weight=0 781.682 606.883 471.218 292.18 310.464 330.733 206.984 314.703 114.791 140.484 62.5885 85.1964 215.942 89.2227 119.387 59.3577 78.1913 77.896 94.5218 59.8018 117.761 41.1194 18.0943 100.226 115.716 104.34 101.849 45.8044 75.5626 internal_count=911180 217327 693853 81859 182353 135468 58887 116937 511500 26025 22972 11549 65416 32862 72510 156288 16558 63196 11423 22756 8739 44427 8809 2684 19106 13756 138534 12176 7571 14992 is_linear=0 shrinkage=0.01 Tree=643 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 12 12 12 10 12 10 12 10 10 10 12 12 10 12 10 0 10 12 6 12 6 10 6 10 split_gain=1411.11 0.240306 0.0364756 0.0305704 0.0163204 0.00597296 0.00541766 0.00380506 0.00379616 0.00325028 0.0025452 0.00250265 0.00223219 0.00180805 0.00157396 0.00140017 0.00139021 0.001371 0.000886824 0.000794944 0.000772432 0.000774578 0.000764849 0.00057717 0.000557361 0.000702941 0.000519839 0.000500622 0.000425093 0.000414397 threshold=1.0000000180025095e-35 0.0043998162727802515 5.4114738304633654e-05 0.51461192965507518 0.65440738201141369 3.0250000000000004 4.2870472043432537e-06 0.00037353503284970005 0.036334333941340412 2.8250000000000006 0.98755538463592529 3.2650000000000001 0.026551560498774003 3.2950000000000004 3.2950000000000004 3.1450000000000005 0.99473056197166454 0.99473056197166454 2.5450000000000004 0.0013712961226701001 5.8150000000000004 1.0000000180025095e-35 3.0250000000000004 0.00017857718921725002 1.5000000000000002 9.1954279923811565e-07 43.500000000000007 3.1750000000000003 29.500000000000004 3.4350000000000005 decision_type=2 2 2 2 2 10 2 2 2 10 2 10 2 10 10 10 2 2 10 2 10 2 8 2 2 2 2 10 2 10 left_child=4 2 6 8 12 22 15 23 13 16 27 -8 -1 -3 -10 -2 -6 -11 -14 -9 21 28 -4 -7 -17 -26 -16 -5 -13 -19 right_child=1 3 5 10 9 7 11 19 14 17 -12 20 18 -15 26 24 -18 29 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.010011373293537115 0.010676457236244536 0.010181742116452414 0.01035615101297971 0.010052059353553583 -0.010247024190165746 0.010648016632735702 0.010518994372892852 0.01048713629297144 0.010107385228040729 -0.010111588653777922 0.010028285832543298 0.010796733585167383 -0.010131731299028475 0.010312212151753115 0.010184129169845655 0.010863543032336912 -0.010452856697308815 -0.010332402477856932 -0.01005013552440444 0.01039499680961284 0.01067586585275276 0.010662440794856603 0.01022862191489245 0.010546340877947629 0.011114382028342765 0.010958314340973026 0.010257646517898402 0.010103432136697075 0.010919137409624077 -0.010199182211811816 leaf_weight=532.79356714908499 1.5472215488553072 14.611710475757716 10.159223064780237 27.039785258006305 10.396502502262591 12.664919693022968 4.6870366502553251 17.946388548240066 27.598798972321674 36.080329515156336 331.39756910491269 6.4154088906943816 15.949756270041688 38.895413870923221 51.241576368920505 2.7186841815710059 4.794633872807025 2.8397746020928016 80.784770058642607 19.579270599409938 5.5362387746572486 2.6922817938029757 8.7560884198173863 9.9843809846788627 4.8858154714107496 7.050757497549057 11.840598707087336 63.551892532035708 5.0869303792715073 13.134488030336795 leaf_count=712050 28 961 334 6132 497 232 110 428 3144 4379 143929 96 1500 1453 3277 38 128 100 22036 571 96 47 443 214 55 90 546 7375 67 824 internal_value=0 0.0101701 0.0105772 0.0100841 -0.0100352 0.0104521 0.0108208 0.0105008 0.0102098 -0.0101833 0.0100411 0.0107267 -0.0100194 0.0102766 0.0101704 0.0109626 -0.010312 -0.0101457 -0.0100636 0.0104391 0.0107761 0.0108151 0.0102971 0.0106032 0.0109928 0.0110222 0.0101979 0.0100881 0.0108509 -0.0102229 internal_weight=0 685.888 119.711 566.177 696.774 79.0903 40.6204 60.175 144.188 67.2457 421.989 24.4179 629.528 53.5071 90.681 16.2025 15.1911 52.0546 96.7345 37.5257 19.7309 14.1946 18.9153 22.6493 14.6553 11.9366 63.0822 90.5917 11.5023 15.9743 internal_count=911180 169666 2849 166817 741514 2222 627 1445 9381 5928 157436 416 735586 2414 6967 211 625 5303 23536 999 306 210 777 446 183 145 3823 13507 163 924 is_linear=0 shrinkage=0.01 Tree=644 num_leaves=31 num_cat=0 split_feature=12 12 12 1 12 12 12 1 1 10 10 10 10 1 12 10 10 12 10 12 12 10 1 1 5 5 10 12 10 10 split_gain=371.969 95.4382 53.4673 10.5235 9.20593 5.77385 5.47157 3.95485 3.06827 3.00011 2.19445 2.15067 1.86355 2.77573 1.53295 1.48903 1.20297 1.17369 1.05364 1.02656 0.924905 0.881731 1.20326 2.6396 1.36214 0.757475 0.756777 0.666978 0.645918 0.533857 threshold=0.2688089013099671 5.9116524425917312e-05 0.99989646673202526 -390.49999999999994 1.0372787642154437e-06 0.0028879296733066002 0.97252115607261669 -1.0000000180025095e-35 -348.49999999999994 6.5450000000000008 4.955000000000001 1.3750000000000002 8.615000000000002 -1.0000000180025095e-35 6.1143434777477532e-06 3.2650000000000001 5.3250000000000011 0.0070173616986721008 5.285000000000001 0.99998754262924205 0.00042608799412840006 6.1150000000000011 -59.499999999999993 -53.499999999999993 2.5000000000000004 6.5000000000000009 4.8750000000000009 0.8784809708595277 6.2350000000000012 2.5450000000000004 decision_type=2 2 2 10 2 2 2 8 10 8 10 10 8 8 2 10 10 2 10 2 2 10 8 10 8 10 10 2 10 10 left_child=1 4 6 9 -1 18 7 27 -6 10 17 -9 13 21 28 -15 -16 -3 20 -4 -5 -8 24 -24 -23 -12 -7 29 -10 -2 right_child=2 3 19 5 8 26 12 11 14 -11 25 -13 -14 15 16 -17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0092730600565802748 0.00055852583760552252 -0.0052769812840781794 0.0078103066978669668 -0.0031254440771959421 -0.0082475179539792699 0.00032544257685141999 0.0067882287770480174 0.0040646581256814042 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0.49162852915469457 95.184833787730895 30.753254891838878 9.3133952807693259 78.774173955316655 leaf_count=378139 1139 13972 9783 32552 61855 16602 5909 2284 70353 1404 18830 6601 7139 4371 50117 2066 18815 8120 17657 115548 21910 2153 105 596 814 154 17950 4114 11171 8957 internal_value=0 -0.00424943 0.00639996 -0.0010089 -0.00782231 -0.000202838 0.00334157 0.0022353 -0.00620372 -0.0040292 -0.00463426 -4.28323e-05 0.0051148 0.00450199 -0.00539357 0.00219807 -0.00442278 -0.00364169 -0.00166029 0.00960924 -0.00215779 0.00586907 0.0041347 2.36264e-06 0.00565453 -0.00733198 0.000958246 0.00324598 -0.00658351 0.00280394 internal_weight=0 824.305 544.737 432.257 392.048 341.198 278.926 171.766 185.305 91.0594 81.953 52.7851 107.16 88.1289 132.702 32.8192 73.0811 59.9103 151.29 265.811 111.621 55.3097 19.1589 5.15169 14.0072 22.0428 189.908 118.981 59.6211 88.228 internal_count=911180 739601 171579 149151 590450 106671 46248 23095 212311 42480 41076 8885 23153 16014 150456 6437 68932 22092 72119 125331 54462 9577 3668 701 2967 18984 34552 14210 81524 10096 is_linear=0 shrinkage=0.01 Tree=645 num_leaves=31 num_cat=0 split_feature=12 12 12 1 12 12 12 1 1 10 10 10 10 1 12 10 10 12 12 10 10 1 1 5 10 5 12 12 10 12 split_gain=366.32 94.5995 53.4906 10.3474 9.28177 5.66231 5.41272 3.88232 3.07198 2.95179 2.18417 2.11079 1.85454 2.75035 1.52576 1.46385 1.18905 1.15934 1.04696 1.04361 0.868817 1.18362 2.60653 1.35147 0.796592 0.747403 0.683826 0.657844 0.643976 0.567043 threshold=0.2688089013099671 5.9116524425917312e-05 0.99989646673202526 -390.49999999999994 1.0372787642154437e-06 0.0019640936516224501 0.97252115607261669 -1.0000000180025095e-35 -348.49999999999994 6.5450000000000008 4.955000000000001 1.3750000000000002 8.615000000000002 -1.0000000180025095e-35 6.1143434777477532e-06 3.2650000000000001 5.3250000000000011 0.0070173616986721008 0.99998754262924205 5.285000000000001 6.1150000000000011 -59.499999999999993 -53.499999999999993 2.5000000000000004 4.8850000000000007 6.5000000000000009 0.00019807765784200004 0.8784809708595277 6.2350000000000012 0.0089773964136838514 decision_type=2 2 2 10 2 2 2 8 10 8 10 10 8 8 2 10 10 2 2 10 10 8 10 8 10 10 2 2 10 2 left_child=1 4 6 9 -1 19 7 27 -6 10 17 -9 13 20 28 -15 -16 -3 -4 26 -8 23 -23 -22 29 -12 -5 -2 -10 -7 right_child=2 3 18 5 8 24 12 11 14 -11 25 -13 -14 15 16 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0092606934795101715 0.0027781565201520165 -0.0052394667417341957 0.0077797948840217243 -0.0035625043410614445 -0.0082219790485136852 -0.00086198741755952454 0.0067511395059770413 0.0040309180063099539 -0.006997329587425348 0.0014021537630586379 -0.0075808404145701483 -0.0010245384260579146 0.0079234971675453039 0.0043076324061721962 -0.0052220866811249975 8.1525123555845923e-05 -0.0024316495800865033 -0.0024208072164508365 0.0098199263488605772 -0.00032741423660911576 0.0078070476770219915 -0.010174487078216096 0.0049985753381021824 0.0011887522401311677 0.001476283761857058 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-0.00399889 -0.00460056 -4.24155e-05 0.00508273 0.00447123 -0.00535784 0.00217825 -0.00438884 -0.00361106 0.00960174 -0.00179316 0.0058366 0.00411128 2.22789e-06 0.00562133 0.000841648 -0.00730137 -0.0023207 0.00321714 -0.0065484 0.000232745 internal_weight=0 821.392 541.742 431.94 389.452 341.106 278.371 171.611 184.494 90.8339 81.7293 52.7628 106.76 87.8495 132.254 32.787 72.9109 59.8148 263.371 134.966 55.0625 19.0757 5.12629 13.9494 206.141 21.9145 99.2456 118.848 59.3428 105.203 internal_count=911180 739601 171579 149151 590450 106671 46248 23095 212311 42480 41076 8885 23153 16014 150456 6437 68932 22092 125331 67313 9577 3668 701 2967 39358 18984 50815 14210 81524 19358 is_linear=0 shrinkage=0.01 Tree=646 num_leaves=31 num_cat=0 split_feature=12 12 12 1 12 12 12 1 1 10 10 10 10 1 12 10 10 12 12 10 12 10 1 1 5 5 10 4 12 10 split_gain=360.745 93.7605 53.5106 10.1737 9.35676 5.55576 5.35419 3.81077 3.07514 2.90411 2.17359 2.0716 1.84534 2.72486 1.51835 1.43904 1.17515 1.14504 1.06763 1.01409 0.897563 0.85602 1.16424 2.57388 1.34072 0.737435 0.734738 0.706128 0.648891 0.641924 threshold=0.2688089013099671 5.9116524425917312e-05 0.99989646673202526 -390.49999999999994 1.0372787642154437e-06 0.0028879296733066002 0.97252115607261669 -1.0000000180025095e-35 -348.49999999999994 6.5450000000000008 4.955000000000001 1.3750000000000002 8.615000000000002 -1.0000000180025095e-35 6.1143434777477532e-06 3.2650000000000001 5.3250000000000011 0.0070173616986721008 0.99998754262924205 5.285000000000001 0.00042608799412840006 6.1150000000000011 -59.499999999999993 -53.499999999999993 2.5000000000000004 6.5000000000000009 5.2150000000000007 20.500000000000004 0.8784809708595277 6.2350000000000012 decision_type=2 2 2 10 2 2 2 8 10 8 10 10 8 8 2 10 10 2 2 10 2 10 8 10 8 10 10 8 2 10 left_child=1 4 6 9 -1 19 7 28 -6 10 17 -9 13 21 29 -15 -16 -3 -4 20 -5 -8 24 -24 -23 -12 27 -7 -2 -10 right_child=2 3 18 5 8 26 12 11 14 -11 25 -13 -14 15 16 -17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0092481521139035766 0.0027524192039904949 -0.0052020191123746022 0.0077490489498251323 -0.0030727864970152797 -0.0081961964409429829 -0.0019944116543670841 0.0067139284166821992 0.0039973508178244785 -0.0069631597049732551 0.0013883940197415864 -0.0075495027167746644 -0.0010144047070287903 0.0078941191921845337 0.0042728970972115534 -0.0051852446801270496 8.0709973667251184e-05 -0.0024091919760980268 -0.0023981123262128037 0.0098158610885087302 -0.00025635378348017875 -0.0012747309576070947 0.0077759734234257652 -0.010172723591291457 0.0049610485116427612 0.0011770716905985393 0.0048626613316020981 0.0019006899491359338 0.00074563297069814283 0.0044421069459645033 -0.0040979741945182339 leaf_weight=203.19193942908896 88.091704955557361 25.18615246535046 27.996645397972316 52.289316151000094 51.882571132096928 10.179800288286058 35.825226475019008 10.233030304778366 49.792080456711119 9.1028614857350458 21.298312873812396 42.507958446163684 18.791409048833884 16.2352388194995 50.988126173673663 16.520180701510981 21.755098867462948 34.534731438208837 232.95968235295732 39.666963680938352 59.187573678907938 9.2863594656810129 1.6715296870097516 3.4296560611110207 4.606040846556426 0.48966684122569759 56.083755800267681 123.60436714347452 30.63065252522938 9.2762548032042087 leaf_count=378139 10096 13972 9783 32552 61855 2180 5909 2284 70353 1404 18830 6601 7139 4371 50117 2066 18815 8120 115548 17657 21910 2153 105 596 814 154 10016 22356 4114 11171 internal_value=0 -0.00419464 0.00634238 -0.000990311 -0.0077695 -0.000198915 0.00328811 0.00219472 -0.0061339 -0.00396868 -0.00456696 -4.20026e-05 0.00505067 0.00444053 -0.00532216 0.00215857 -0.00435502 -0.00358061 0.00959412 -0.00162951 -0.00211813 0.00580404 0.00408784 2.09375e-06 0.0055881 -0.00727055 0.000939909 0.00053714 0.00318836 -0.0065132 internal_weight=0 818.51 538.785 431.624 386.886 341.012 277.829 171.463 183.694 90.6117 81.5089 52.741 106.366 87.5742 131.812 32.7554 72.7432 59.7209 260.956 151.144 111.477 54.8188 18.9936 5.10119 13.8924 21.788 189.868 133.784 118.722 59.0683 internal_count=911180 739601 171579 149151 590450 106671 46248 23095 212311 42480 41076 8885 23153 16014 150456 6437 68932 22092 125331 72119 54462 9577 3668 701 2967 18984 34552 24536 14210 81524 is_linear=0 shrinkage=0.01 Tree=647 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 10 12 12 10 10 12 12 10 10 1 12 10 12 1 2 2 2 10 12 2 10 2 10 12 split_gain=1379.62 0.241181 0.0383651 0.0295497 0.0164215 0.00591101 0.00585534 0.00382924 0.00368016 0.00332863 0.00250922 0.00244884 0.00218862 0.0017472 0.00151832 0.00157316 0.00146716 0.00145277 0.0013921 0.00119748 0.00117002 0.00108257 0.000960501 0.000868989 0.000794027 0.000772569 0.000758561 0.000697518 0.000677765 0.000576665 threshold=1.0000000180025095e-35 0.0043998162727802515 5.4114738304633654e-05 0.51461192965507518 0.65440738201141369 4.2870472043432537e-06 3.0250000000000004 0.00037353503284970005 0.036334333941340412 2.8250000000000006 3.2650000000000001 0.98755538463592529 0.026551560498774003 3.2950000000000004 3.2950000000000004 -371.49999999999994 0.99473056197166454 3.1450000000000005 0.99473056197166454 -390.49999999999994 0.055738304093567205 0.045804195804195758 0.045804195804195758 2.5450000000000004 0.0011766494717448501 0.034723896792862259 3.0250000000000004 0.034723896792862259 5.8350000000000009 8.4614887896350421e-07 decision_type=2 2 2 2 2 2 10 2 2 10 10 2 2 10 10 10 2 10 2 10 2 2 2 10 2 2 8 2 10 2 left_child=4 2 5 8 12 17 26 20 13 16 -7 -5 -1 -3 -10 -16 -6 -2 -11 -15 -8 -9 -12 -14 -23 -19 -4 -21 -24 -27 right_child=1 3 6 11 9 10 7 21 14 18 22 -13 23 19 15 -17 -18 25 -20 27 -22 24 28 -25 -26 29 -28 -29 -30 -31 leaf_value=-0.010011203221884932 0.010684957917733828 0.010180035643661569 0.010355038394903036 0.010086722747153916 -0.010247080602550361 0.010522121886569598 0.010459509106712955 0.010334864920674881 0.010106280859966064 -0.010111422445801987 0.010620171655803496 0.010027378600537557 -0.010130941827381232 0.010478933717851871 0.010322717042456655 0.0101758426994417 -0.010457941326433995 0.010828261015052734 -0.010223639414731246 0.010204493402832497 0.010637762256165632 0.010526336359464365 0.010845532454836838 -0.010049833091602534 0.010420349872045985 0.011119870824603592 0.010227765713741637 0.010313952380428829 0.010696283493446901 0.010981420301861848 leaf_weight=518.15476807163213 1.5640853121876741 14.475121094845234 10.131271886639299 88.873040996026248 10.373382496647535 4.7179482076317099 4.6336764972656992 8.2296715304255468 27.281751258531585 35.932868977892213 3.2005609460175064 319.56970715487842 15.820759925991295 3.7404800523072472 8.4360481277108175 53.802221719175577 4.839129193685948 2.1105110086500636 15.967188410926608 7.3995360396802417 17.934207573533058 12.175088807940485 12.564705584198238 80.023889578005765 16.853295498527586 4.9009171798825246 8.7080634320154768 27.302672458812594 4.0149433091282836 7.7905815616250038 leaf_count=712050 28 961 334 13507 497 110 114 275 3144 4379 59 143929 1500 94 322 3501 128 31 924 390 332 266 179 22036 458 55 443 969 68 97 internal_value=0 0.0101719 0.0105791 0.0100835 -0.0100356 0.0108276 0.01045 0.0104984 0.0102076 -0.0101841 0.0107293 0.0100403 -0.0100193 0.0102737 0.0101685 0.0101958 -0.0103142 0.0109748 -0.0101459 0.0103089 0.0106012 0.0104361 0.0107788 -0.0100632 0.0104648 0.0110054 0.0102962 0.0102906 0.0108094 0.0110349 internal_weight=0 670.41 119.53 550.881 681.112 40.8643 78.6653 59.8259 142.438 67.1126 24.4982 408.443 613.999 52.9178 89.52 62.2383 15.2125 16.3661 51.9001 38.4427 22.5679 37.2581 19.7802 95.8446 29.0284 14.802 18.8393 34.7022 16.5796 12.6915 internal_count=911180 169666 2849 166817 741514 627 2222 1445 9381 5928 416 157436 735586 2414 6967 3823 625 211 5303 1453 446 999 306 23536 724 183 777 1359 247 152 is_linear=0 shrinkage=0.01 Tree=648 num_leaves=31 num_cat=0 split_feature=11 10 6 48 5 10 10 10 2 10 48 10 5 5 48 10 2 10 10 48 6 6 5 6 6 6 10 6 5 6 split_gain=1365.75 0.0610524 0.0192027 0.00774507 0.00449576 0.00400243 0.00394985 0.00448804 0.00388297 0.00370234 0.00362658 0.00254573 0.00250088 0.00244426 0.00234076 0.00222851 0.00169693 0.00169191 0.00195276 0.00162146 0.00122041 0.00121076 0.00107309 0.000901211 0.00134663 0.000830435 0.00079474 0.00120591 0.00113604 0.000793734 threshold=1.0000000180025095e-35 3.3950000000000005 32.500000000000007 1.0000000180025095e-35 6.5000000000000009 2.8250000000000006 9.7700000000000014 6.0550000000000006 0.055738304093567205 1.0000000180025095e-35 1.0000000180025095e-35 9.0500000000000025 5.5000000000000009 2.5000000000000004 1.0000000180025095e-35 4.495000000000001 0.7696153846153847 5.955000000000001 3.9950000000000006 1.0000000180025095e-35 1.5000000000000002 162.50000000000003 1.5000000000000002 20.500000000000004 19.500000000000004 9.5000000000000018 6.9850000000000012 2.5000000000000004 1.5000000000000002 3.5000000000000004 decision_type=2 10 2 2 10 10 10 10 2 10 2 10 10 10 2 10 2 10 10 2 2 2 10 2 2 2 10 2 10 2 left_child=5 3 6 -2 13 19 7 8 -3 25 -8 26 -12 17 15 -10 20 18 -4 -1 -16 -20 23 24 -17 -5 27 -9 -28 -11 right_child=1 2 4 9 -6 -7 10 11 14 29 12 -13 -14 -15 16 22 -18 -19 21 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.010151697410335529 0.010037766790326837 0.010169050035157872 0.010284282591693044 0.010062413220247849 0.011112195593254827 -0.010025873638969236 0.010073577081324194 0.010092639997530673 0.010136208301647869 0.010171656214570135 0.010890269569618591 0.010344227060573677 0.010141448874987243 0.010540714208326954 0.010278029743926479 0.010245778298741823 0.010178298418737845 0.010295586755021466 0.010398306320174968 -0.010063267826155178 0.010354454577895864 0.010520571538519709 0.010366170118127157 0.010083482331344481 0.010799582084854225 0.010165245922097853 0.010215334722921892 0.010250446779733911 0.010036457150358972 0.010251862273846271 leaf_weight=34.675306403951254 217.60023564368021 57.946587892016396 10.185938601847736 42.345589574892074 0.88466605264693399 588.10460871914984 1.1753593522589647 12.423542561009528 22.353949276730418 35.599453573348001 2.1847118823789065 5.1003907388076177 0.56040674727410067 10.006664515938608 50.295029202941805 20.883662870852284 11.080104426480828 19.759010376641527 23.004686809610575 51.578509716200642 35.744645736645907 12.500508277211337 8.0256799031048995 3.4621630085166535 0.44850192219018836 9.6411220983136428 4.3418381982482996 7.9355035515036425 19.478808036656119 18.883190083317459 leaf_count=8134 106044 7341 1143 14056 16 711747 301 2766 4974 4697 52 266 81 368 3905 2083 1332 1454 1315 21633 2064 579 620 947 8 1383 677 920 8342 1932 internal_value=0 0.0101702 0.0102638 0.010072 0.0104035 -0.0100352 0.0102233 0.0102186 0.0102387 0.0101419 0.0105384 0.0101327 0.0107374 0.0103952 0.0102652 0.0102132 0.0102948 0.0103729 0.0104063 -0.0100988 0.0103098 0.0104414 0.0102657 0.0102331 0.0102574 0.0100815 0.0101083 0.0101541 0.0100691 0.0101995 internal_weight=0 663.852 339.782 324.07 76.3415 674.358 263.441 259.52 210.24 106.469 3.92048 49.2801 2.74512 75.4568 152.294 55.174 97.1198 65.4501 45.6911 86.2538 86.0397 35.5052 32.82 24.7943 21.3322 51.9867 44.1797 20.359 23.8206 54.4826 internal_count=911180 169666 41554 128112 4875 741514 36679 36245 23274 22068 434 12971 133 4859 15933 8632 7301 4491 3037 29767 5969 1894 3658 3038 2091 15439 12705 3686 9019 6629 is_linear=0 shrinkage=0.01 Tree=649 num_leaves=31 num_cat=0 split_feature=12 12 12 1 12 12 12 1 1 10 10 10 1 12 10 10 10 12 12 10 10 10 1 1 10 12 12 12 10 12 split_gain=348.062 91.0609 52.4829 9.80083 9.25767 5.33454 5.18943 3.6637 3.02094 2.80468 1.99162 1.79996 2.64557 1.48121 1.38598 1.19589 1.13861 1.07858 1.06827 0.984962 0.924934 0.82694 1.12227 2.49048 0.990245 0.769986 0.686359 0.651565 0.627504 0.627027 threshold=0.2688089013099671 5.9116524425917312e-05 0.99989646673202526 -390.49999999999994 1.0372787642154437e-06 0.0019640936516224501 0.97252115607261669 -1.0000000180025095e-35 -348.49999999999994 3.9650000000000003 1.3750000000000002 8.615000000000002 -1.0000000180025095e-35 6.1143434777477532e-06 3.2650000000000001 1.8450000000000004 5.3250000000000011 0.0089773964136838514 0.99998754262924205 5.285000000000001 8.3400000000000016 6.1150000000000011 -59.499999999999993 -53.499999999999993 6.1550000000000011 0.026551560498774003 0.0011766494717448501 0.00019807765784200004 6.2350000000000012 0.8784809708595277 decision_type=2 2 2 10 2 2 2 8 10 10 10 8 8 2 10 10 10 2 2 10 10 10 8 10 8 2 2 2 10 2 left_child=1 4 6 9 -1 19 7 29 -6 15 -9 12 21 28 -14 -3 -15 20 -4 27 -11 -8 24 -24 -23 -7 -17 -5 -10 -2 right_child=2 3 18 5 8 25 11 10 13 17 -12 -13 14 16 -16 26 -18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0092342214514610516 0.0027253620187900054 0.00066100947503046229 0.0077162892338537101 -0.0035025363568451612 -0.0081683598361428668 0.00023539560536908001 0.0066748483367862791 0.0039621597550287381 -0.0069254791248999836 -0.00739286226838638 -0.0010040901500542913 0.0078627398329225023 0.0042360722265349492 -0.0051451410848959789 7.9060756287520231e-05 -0.0056854818385915955 -0.0023839704041856073 -0.0039763200371122423 0.0098111115938881461 -0.00032067189703849575 0.007832807553235871 0.0098927336347105141 -0.010167559663720474 0.0049218207371317328 0.003870544442772328 0.0014712621838414042 -0.0023273787461206823 -0.0017296764672232554 -0.0040614477547154812 0.0044043165357071524 leaf_weight=197.47225585218985 86.297149055055343 11.127720476710236 27.280091988272034 29.976572346291505 50.516252036904916 105.63036372262286 34.961054768180475 10.015988025814293 48.574323036795249 23.970530310180042 41.672473597805947 18.306536640040576 15.888189489603972 49.853429871378466 16.196248226100579 7.9626317694783202 21.321694375248626 19.327315485686995 226.16958065563813 35.029489348467905 0.40573972905985911 3.7886576848104569 1.6231541601009665 3.3539530097041306 9.7757024830207229 96.438470416353084 25.831043252139352 67.209540100826416 9.080009235913165 29.968358206329867 leaf_count=378139 10096 1564 9783 21354 61855 25451 5909 2284 70353 23238 6601 7139 4371 50117 2066 3714 18815 8824 115548 16498 37 1236 105 596 1731 13907 5103 29461 11171 4114 internal_value=0 -0.00416566 0.00631205 -0.000980459 -0.00774047 -0.000196619 0.00326002 0.00217335 -0.00609575 -0.00393703 -4.17497e-05 0.00501672 0.00440798 -0.00528304 0.00213761 -0.00218236 -0.00431799 -0.00574059 0.00958564 -0.00175832 -0.00713943 0.00576947 0.00406233 8.11457e-07 0.0055526 0.00082522 -0.00311863 -0.00227651 -0.00647442 0.00315813 internal_weight=0 799.727 525.297 422.909 376.818 334.284 271.847 167.954 179.346 88.625 51.6885 103.893 85.587 128.829 32.0844 44.9214 71.1751 43.7036 253.45 132.216 24.3763 53.5025 18.5415 4.97711 13.5644 202.069 33.7937 97.1861 57.6543 116.266 internal_count=911180 739601 171579 149151 590450 106671 46248 23095 212311 42480 8885 23153 16014 150456 6437 10381 68932 32099 125331 67313 23275 9577 3668 701 2967 39358 8817 50815 81524 14210 is_linear=0 shrinkage=0.01 Tree=650 num_leaves=31 num_cat=0 split_feature=11 6 48 48 5 3 3 5 3 6 19 6 5 5 6 19 6 3 6 3 6 4 3 5 3 3 3 6 6 4 split_gain=1346.52 0.032784 0.0137995 0.0104754 0.00497474 0.00427531 0.00328622 0.00287646 0.00253576 0.00240349 0.0017763 0.00174594 0.00159254 0.00174732 0.00212002 0.00157878 0.00134689 0.000990944 0.000921176 0.000727751 0.000707227 0.0010158 0.000673347 0.000631449 0.000640424 0.000627436 0.000618938 0.000976575 0.000591433 0.000562167 threshold=1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 15.500000000000002 1.0000000180025095e-35 0.27320574162679429 1.5000000000000002 0.90501253132832093 158.50000000000003 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 5.5000000000000009 15.500000000000002 1.0000000180025095e-35 4.5000000000000009 0.39415279556124627 16.500000000000004 0.90943267259056748 324.50000000000006 29.500000000000004 0.50952467343976793 2.5000000000000004 0.29429808733309276 0.46697819314641748 0.51234756097560985 4.5000000000000009 10.500000000000002 2.5000000000000004 decision_type=2 2 2 2 10 2 2 10 2 2 2 2 10 10 2 2 2 2 2 2 2 10 2 10 2 2 2 2 2 8 left_child=16 2 15 7 5 -5 -4 10 11 12 -3 23 -7 14 -14 22 -1 -9 -16 -10 21 -19 -2 -8 -25 -12 27 -24 -23 -21 right_child=1 3 6 4 -6 9 8 17 19 -11 25 -13 13 -15 18 -17 -18 20 -20 29 -22 28 26 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.010049242870920447 0.010056215643752925 0.010133499352366909 0.010128980313857101 0.010118673511362806 0.011264755751764806 0.010305835262918868 0.0102018443692873 0.010129720792655351 0.010017230627085021 0.010435564472702375 0.010230524859274177 0.010304696770912865 0.010266114810796223 0.010091578024507457 0.01084783231619894 0.010211723943936046 -0.010020776609995148 0.01020072262342606 0.010520787219387803 0.010764798278776376 0.010599989844685289 0.010126681502259179 0.010030203360144731 0.010885330712006385 0.010282892322743072 0.010457391930548079 0.01009122734500157 0.010915569584996796 0.010429141893520504 0.010147215854556047 leaf_weight=334.48762525140774 167.79685817030258 52.446798334363848 77.421877813874744 8.878558266675098 0.57201121002435584 77.201778802322224 76.424162163631991 2.590313264518044 4.8500894922763136 23.930268946802244 2.7248837251681826 25.700868013547733 3.5046325970906747 1.3756376847159106 0.99095958657562722 7.7736677902285001 330.39692472506431 4.2484139854786882 6.5795657492708415 0.14824688015505927 0.9995473187882461 0.72234578570350993 0.2663990433793505 0.18072628602385421 7.4722710284404457 2.2059802883304656 65.587835255893879 0.23402817954774946 6.1571826380677521 25.574203881318681 leaf_count=268033 79786 14469 15683 2378 6 6230 10679 578 3211 1449 278 2227 332 382 26 821 473481 785 282 12 87 145 147 8 830 93 23817 4 656 4265 internal_value=0 0.0101697 0.0101236 0.0102783 0.0103344 0.01033 0.0101813 0.0101826 0.0102101 0.0103465 0.0101506 0.0102326 0.0103228 0.0104277 0.0104695 0.0100715 -0.0100351 0.0103073 0.0105636 0.0101296 0.0103452 0.0103223 0.0100669 0.0102105 0.0102971 0.010332 0.0100939 0.0104443 0.0103974 0.0101508 internal_weight=0 654.56 459.431 195.129 123.033 122.461 217.772 72.0955 140.351 113.583 57.3777 109.778 89.6526 12.4508 11.0752 241.659 664.885 14.7178 7.57053 30.5725 12.1275 11.1279 233.885 84.0772 7.653 4.93086 66.0883 0.500427 6.87953 25.7225 internal_count=911180 169666 141490 28176 11085 11079 36915 17091 21232 8701 14840 13744 7252 1022 640 104575 741514 2251 308 7488 1673 1586 103754 11517 838 371 23968 151 801 4277 is_linear=0 shrinkage=0.01 Tree=651 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 12 12 12 10 12 10 10 12 12 12 10 10 10 6 10 6 10 6 48 48 10 10 6 12 split_gain=1332.99 0.223132 0.0328582 0.029831 0.0152101 0.00562503 0.00422455 0.00398591 0.00373419 0.00309797 0.00307353 0.0021459 0.00211237 0.00200897 0.0013794 0.00129478 0.00123997 0.000797966 0.000796867 0.000766312 0.000826007 0.000716342 0.000678722 0.000812578 0.000653042 0.000618736 0.000571588 0.000542113 0.000889409 0.000497957 threshold=1.0000000180025095e-35 0.0023884368129074005 0.3781151175498963 3.2062489481177188e-05 0.65440738201141369 3.0850000000000004 1.7613556906326269e-06 0.036334333941340412 0.00017857718921725002 2.8250000000000006 0.98755538463592529 3.4650000000000003 3.1750000000000003 0.026551560498774003 0.99473056197166454 0.99473056197166454 3.3550000000000004 2.5450000000000004 3.0850000000000004 4.5000000000000009 5.8350000000000009 1.5000000000000002 5.8150000000000004 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3.1750000000000003 5.8750000000000009 11.500000000000002 0.0089773964136838514 decision_type=2 2 2 2 2 10 2 2 2 10 2 10 10 2 2 2 10 10 8 2 10 2 10 2 2 2 10 8 2 2 left_child=4 3 7 6 13 18 21 12 27 14 26 -8 -3 -1 -6 -11 -9 -15 -5 -10 -21 -2 23 -13 -14 -18 -4 28 -7 -26 right_child=1 2 10 5 9 8 11 16 19 15 -12 22 24 17 -16 -17 25 -19 -20 20 -22 -23 -24 -25 29 -27 -28 -29 -30 -31 leaf_value=-0.010010853800319698 0.010842686062750205 0.010180902022472477 0.01005345655178703 0.01037700436741803 -0.010240571775299929 0.010606181590116389 0.010557555809571332 0.010109195857288747 0.010420925932172465 -0.010108446881837272 0.010026365214709827 0.010746649484806001 0.010382496055498321 -0.010127266338453409 -0.010447417769542928 -0.010218105939190326 0.010258415677333613 -0.010048426359417748 0.01023877696072199 0.010555169701585003 0.01040286218099884 0.011034328071952154 0.010709936392464791 0.010907820881745214 0.010332022807573525 0.010177629853637847 0.010105699794745333 0.010544835467235348 0.01077349265634543 0.010258884507168664 leaf_weight=499.85289370233659 2.4989622160792342 16.501295625697821 29.818911971524358 9.3498410368338245 10.103494027629493 7.2759944982826728 4.3831362389028099 22.771366162691265 17.82589624915272 34.954073227825575 307.39800686843228 5.2359276413917559 10.337155560031531 15.378477012040092 4.7349291248247019 15.560550421010701 12.731819555163382 77.706741126137786 7.5289525343105188 13.022432906553151 4.9007764803245655 8.8864089623093587 5.4421001244336358 7.7707082442939281 17.31905650254339 37.125947325490415 70.349909994751215 3.9090737346559754 5.6401942558586597 20.127502889372408 leaf_count=712050 36 1094 6753 290 497 140 94 2551 487 4379 143929 83 325 1500 128 924 616 22036 366 270 139 107 91 104 594 2385 8169 82 86 875 internal_value=0 0.010168 0.0100871 0.0105932 -0.0100348 0.0104742 0.0108349 0.0102211 0.0105252 -0.0101795 0.010042 0.0107565 0.0102784 -0.0100188 -0.0103066 -0.0101422 0.0101703 -0.0100615 0.0103153 0.0104674 0.0105135 0.0109923 0.0108037 0.0108429 0.0103121 0.0101983 0.0100901 0.010648 0.0106792 0.0102927 internal_weight=0 648.151 544.481 103.67 658.291 69.4532 34.2172 136.914 52.5744 65.353 407.567 22.8319 64.285 592.938 14.8384 50.5146 72.6291 93.0852 16.8788 35.7491 17.9232 11.3854 18.4487 13.0066 47.7837 49.8578 100.169 16.8253 12.9162 37.4466 internal_count=911180 169666 167291 2375 741514 1860 515 8440 1204 5928 158851 372 2888 735586 625 5303 5552 23536 656 896 409 143 278 187 1794 3001 14922 308 226 1469 is_linear=0 shrinkage=0.01 Tree=652 num_leaves=31 num_cat=0 split_feature=1 6 6 2 2 2 5 1 3 3 3 3 2 1 1 5 5 5 6 3 5 5 1 6 6 1 1 1 3 6 split_gain=32.1733 13.0248 11.5959 3.726 3.47924 2.70194 2.56894 2.17227 2.12633 2.06023 2.2456 2.11688 2.00892 1.99452 1.31755 1.28173 1.23154 1.15596 1.14427 0.966999 0.928771 0.921338 1.4319 0.874762 0.863644 0.861768 2.93685 0.833963 0.823546 0.815254 threshold=-1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 0.040202020202020204 0.48581488933601619 0.79193722943722955 3.5000000000000004 -8.4999999999999982 0.48846085567193326 0.90501253132832093 0.50155279503105599 0.90943267259056748 0.62532051282051293 -126.49999999999999 -67.499999999999986 1.5000000000000002 5.5000000000000009 8.5000000000000018 24.500000000000004 0.69576423128641873 2.5000000000000004 6.5000000000000009 -63.499999999999993 23.500000000000004 51.500000000000007 -64.499999999999986 -60.499999999999993 -124.49999999999999 0.99938118811881205 264.50000000000006 decision_type=8 2 2 2 2 2 10 10 2 2 2 2 2 10 10 10 8 8 2 2 8 8 10 2 2 10 10 10 2 2 left_child=2 4 9 20 15 7 18 13 12 10 25 14 -6 -5 -11 19 -8 28 23 -2 29 24 -23 -3 27 -1 -27 -15 -17 -4 right_child=1 6 3 5 8 -7 16 -9 -10 11 -12 -13 -14 21 -16 17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.00019231503100914572 0.0035334936115561074 0.00098475186913681793 0.0014264948139920727 -0.0037073808534606079 0.00037131821029954079 0.00041544519990815618 -0.0067983288590955015 -0.0085747562748460411 0.0062213807855100323 -0.0082448289920571387 -0.0013725968854743057 0.0012132225864551209 0.0044585315516606112 0.0055374077213880745 0.0094510412362662673 -0.00078247317616758269 0.0010325729516605269 0.0085586176038308891 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478 8763 1286 113959 5596 41717 87434 1675 1791 internal_value=0 0.0021956 -0.00113853 -0.00230863 0.00362459 -0.00261276 0.000110616 -0.00284444 0.00474829 1.86475e-05 -0.000235194 0.00190358 0.00366794 -0.00273848 0.00790378 0.0024309 -0.00472918 0.000503378 0.000409192 0.00295959 0.000568432 -0.00215242 -0.00677183 0.00115795 -0.00206129 0.000285076 0.000978361 -0.00142897 -2.6692e-05 0.00107015 internal_weight=0 437.16 856.412 425.828 259.385 385.118 177.775 357.747 133.609 430.584 379.48 51.1039 77.0796 351.251 5.27312 125.776 10.33 27.0727 167.445 98.703 40.7104 218.866 4.23411 91.9831 214.632 260.378 106.18 107.657 25.4012 36.665 internal_count=911180 262831 648349 418794 138208 397131 124623 382709 71146 229555 207160 22395 40774 368145 3698 67062 12414 15381 112209 51681 21663 211216 9241 54711 201975 126343 47313 88016 14436 17081 is_linear=0 shrinkage=0.01 Tree=653 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 12 12 12 10 12 10 10 12 12 12 10 1 1 10 10 6 10 6 10 6 12 10 1 10 split_gain=1318.58 0.216989 0.0319482 0.0289632 0.014814 0.00547771 0.00407792 0.00387869 0.00363127 0.00302873 0.00298551 0.00209023 0.00205604 0.00195405 0.00134929 0.00126288 0.0012061 0.00121104 0.00103774 0.000779239 0.000773552 0.000761535 0.00080551 0.000700177 0.00066231 0.000806042 0.000589798 0.000555107 0.000684102 0.000524793 threshold=1.0000000180025095e-35 0.0023884368129074005 0.3781151175498963 3.2062489481177188e-05 0.65440738201141369 3.0850000000000004 1.7613556906326269e-06 0.036334333941340412 0.00017857718921725002 2.8250000000000006 0.98755538463592529 3.4650000000000003 3.1750000000000003 0.026551560498774003 0.99473056197166454 0.99473056197166454 3.3550000000000004 -371.49999999999994 -390.49999999999994 2.5450000000000004 3.0850000000000004 4.5000000000000009 5.8350000000000009 1.5000000000000002 5.8150000000000004 3.5000000000000004 0.0089773964136838514 3.1750000000000003 -1.0000000180025095e-35 5.8750000000000009 decision_type=2 2 2 2 2 10 2 2 2 10 2 10 10 2 2 2 10 10 10 10 8 2 10 2 10 2 2 10 8 8 left_child=4 3 7 6 13 20 23 12 29 14 27 -8 -3 -1 -6 -11 -9 -18 -14 -15 -5 -10 -23 -2 25 -13 -20 -4 -29 -7 right_child=1 2 10 5 9 8 11 16 21 15 -12 24 18 19 -16 -17 17 -19 26 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.010010749598703326 0.010833547166627414 0.010179180484109047 0.010052916789108994 0.010373430847333507 -0.010238578267371037 0.010672936176466372 0.010552242614652261 0.010108137884221888 0.010416637556418423 -0.010107403525623549 0.01002609160934185 0.010738808924646879 0.010455462746174021 -0.010126234914106486 -0.01044400476928033 -0.010216216505762607 0.010321738144933547 0.010176859818667283 0.010333921957819368 -0.010047962474175292 0.01023657899627999 0.010550618475046038 0.010399616363320133 0.011023886892317862 0.010703262390137079 0.010900019830269295 0.010259643902260038 0.010091109401972212 0.010177038394179699 0.010540150631854529 leaf_weight=494.33625305941678 2.4754456952214232 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0.0106421 internal_weight=0 641.288 538.517 102.771 651.239 68.843 33.9283 135.624 52.1266 64.7408 402.893 22.6393 63.6926 586.498 14.7131 50.0277 71.9314 49.3986 47.3577 92.162 16.7165 35.4424 17.7862 11.289 18.2968 12.9007 42.9527 99.1679 69.6799 16.6841 internal_count=911180 169666 167291 2375 741514 1860 515 8440 1204 5928 158851 372 2888 735586 625 5303 5552 3001 1794 23536 656 896 409 143 278 187 1676 14922 8169 308 is_linear=0 shrinkage=0.01 Tree=654 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 12 12 12 12 12 12 6 5 6 5 12 2 2 19 6 5 12 6 6 2 5 6 6 2 19 split_gain=331.349 87.5003 50.9212 9.08552 6.3534 4.97481 1.48467 1.05985 0.90701 0.88191 0.647391 0.605062 0.529386 0.480056 0.472036 0.482872 0.467243 0.345898 0.329981 0.373075 0.314051 0.306842 0.30364 0.44021 0.351885 0.364822 0.384431 0.508471 0.282053 0.281387 threshold=0.2688089013099671 5.9116524425917312e-05 0.99989646673202526 1.0372787642154437e-06 0.0013712961226701001 0.98755538463592529 9.0361113507242425e-06 0.99998754262924205 0.8784809708595277 0.011652591172605703 0.00025326936156485003 1051.5000000000002 2.5000000000000004 103.50000000000001 6.5000000000000009 2.3838758522742867e-07 0.52960654460459688 0.75110619469026563 1.0000000180025095e-35 73.500000000000014 2.5000000000000004 0.99894970655441295 4.5000000000000009 5.5000000000000009 0.051836094939543158 2.5000000000000004 65.500000000000014 61.500000000000007 0.15434243176178658 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 8 2 10 2 2 2 2 2 8 2 2 2 2 10 2 2 2 2 left_child=1 3 5 14 10 8 16 -4 20 -6 -3 29 21 17 15 -1 22 -14 19 -16 -2 -7 -5 -24 -25 -26 27 -27 -22 -8 right_child=2 4 7 6 9 12 11 -9 -10 -11 -12 -13 13 -15 18 -17 -18 -19 -20 -21 28 -23 23 24 25 26 -28 -29 -30 -31 leaf_value=-0.009725128796981411 0.0019596494785657651 -0.0034578566881436129 0.0076794546976159308 -0.0072455275921693967 -0.00080132157808234395 0.0049772947609409328 -0.0052204786057392675 0.0098051778298262008 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27.827825816115364 4.0018452775548203 2.780455940956017 0.40802709697163653 7.6180746480822563 2.4823535136238197 leaf_count=227948 14655 45097 9783 34335 33425 9007 76410 115548 9870 32283 38346 375 1210 66 7621 140097 36765 492 40 2433 498 9246 1391 4970 44926 5507 5339 128 1204 2165 internal_value=0 -0.00412969 0.00627552 -0.00770602 -0.000965757 0.00322875 -0.00605074 0.00957526 0.00230236 -7.45158e-05 -0.00270318 -0.00502486 0.00526795 0.00304729 -0.00921813 -0.00929795 -0.00688588 0.00361126 -0.00610075 -0.00657805 0.00179143 0.00555774 -0.00646445 -0.00590973 -0.00610862 -0.00644703 -0.00443905 -0.00260302 0.000223141 -0.00511021 internal_weight=0 773.293 506.499 362.99 410.303 263.344 173.291 243.155 181.081 271.191 139.112 77.7653 82.2635 9.49594 189.699 184.963 95.5254 8.93385 4.73607 4.58612 119.04 72.7676 70.0799 40.9776 39.5224 35.0182 7.19033 4.40987 11.5318 77.0441 internal_count=911180 739601 171579 590450 149151 46248 212311 125331 26227 65708 83443 78950 20021 1768 378139 368045 133361 1702 10094 10054 16357 18253 96596 62261 60870 55900 10974 5635 1702 78575 is_linear=0 shrinkage=0.01 Tree=655 num_leaves=31 num_cat=0 split_feature=11 6 2 6 6 3 6 3 6 4 3 3 3 0 2 0 2 6 6 2 2 3 2 3 2 3 3 2 3 2 split_gain=1300.35 0.0304586 0.00305589 0.00263668 0.00204326 0.00162557 0.00125497 0.00119756 0.00119612 0.00150793 0.00110159 0.00175669 0.000860175 0.000913502 0.000772047 0.00070798 0.000693425 0.000564263 0.000950732 0.00054573 0.0005359 0.000767765 0.000512318 0.000692666 0.000753016 0.000505014 0.000503847 0.000842105 0.000460014 0.000458205 threshold=1.0000000180025095e-35 7.5000000000000009 0.94494949494949509 1.5000000000000002 332.50000000000006 0.51530771633864425 4.5000000000000009 0.65235814296241723 32.500000000000007 29.500000000000004 0.79516317016317017 0.81769305962854366 0.90501253132832093 1.0000000180025095e-35 0.84680573663624525 1.0000000180025095e-35 0.93235294117647072 20.500000000000004 19.500000000000004 0.98936170212765973 0.091372912801484213 0.77836257309941537 0.25943732193732194 0.66781609195402314 0.32087118565105982 0.28629976580796251 0.25108695652173912 0.5265987549518959 0.78598691384950936 0.087337909992372217 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=6 3 4 5 8 26 -1 25 10 -10 17 -12 13 -7 -11 -13 20 18 -3 -8 29 22 -22 -24 -25 -6 -2 -28 -19 -5 right_child=1 2 -4 16 7 12 19 -9 9 14 11 15 -14 -15 -16 -17 -18 28 -20 -21 21 -23 23 24 -26 -27 27 -29 -30 -31 leaf_value=-0.010048243000342643 0.010081253984077707 0.01022836914015977 0.010075591467401165 0.010155078931661572 0.010574403876288248 0.010179052589510898 -0.010017956365209862 0.010517534438026782 0.010254425577738849 0.010327108958574492 0.010521406975224221 0.010289620468579007 0.010096905549172752 0.010098520197964089 0.010639062623767475 0.010096994021709979 0.010088515814689787 0.010189502520335484 0.010478211989575272 -0.010093892782492106 0.010079236614534097 0.010317379544998702 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0.00121773 0.00113328 0.00105006 0.000977527 0.000878684 0.000767406 0.000736448 0.000733991 0.000730257 0.000637452 0.000588785 0.000543924 0.000519234 0.000504808 0.000454112 threshold=1.0000000180025095e-35 0.0023884368129074005 0.3781151175498963 3.2062489481177188e-05 0.65440738201141369 3.0850000000000004 1.7613556906326269e-06 0.036334333941340412 0.00017857718921725002 2.8250000000000006 0.98755538463592529 3.4650000000000003 3.1750000000000003 0.026551560498774003 0.99473056197166454 0.99473056197166454 3.3550000000000004 0.040202020202020204 0.045804195804195758 0.040202020202020204 0.045804195804195758 2.5450000000000004 3.0850000000000004 0.0011766494717448501 0.16252188240140047 5.7526181080902469e-06 0.040202020202020204 3.1750000000000003 5.8350000000000009 5.8750000000000009 decision_type=2 2 2 2 2 10 2 2 2 10 2 10 10 2 2 2 10 2 2 2 2 10 8 2 2 2 2 10 10 8 left_child=4 3 7 6 13 22 24 12 19 14 27 -8 -3 -1 -6 -11 -9 -10 -13 -7 -14 -15 -5 -19 -2 -20 -18 -4 -27 -21 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295.12056608533021 2.8571857847273376 10.646383639425038 14.955001990543677 4.6371084842830887 15.203477140981702 12.490957289468495 19.08172284625471 4.4525420777499667 10.641693532466885 35.818325004540384 75.468818572582677 7.3286813376471391 8.9344211397692543 8.4842344820499402 8.1757471412420255 35.91834401153028 68.148454702459276 2.5666635744273654 2.9138777349144229 leaf_count=712050 39 1094 6753 290 497 68 94 2551 221 4379 143929 53 531 1500 128 924 1034 425 59 180 1263 22036 366 250 104 120 1967 8169 46 60 internal_value=0 0.0101646 0.0100848 0.0105785 -0.010034 0.0104617 0.0108147 0.0102147 0.0105113 -0.0101754 0.0100407 0.0107379 0.0102705 -0.0100183 -0.0102997 -0.0101388 0.0101653 0.0104546 0.0107839 0.0106312 0.0103031 -0.0100598 0.010307 0.0104817 0.0109684 0.0108158 0.0101924 0.0100873 0.0107757 0.010665 internal_weight=0 626.282 525.074 101.209 635.884 67.7122 33.4964 132.972 51.2765 63.7174 392.101 22.3377 62.4865 572.167 14.4883 49.229 70.4857 34.8408 18.0521 16.4356 46.4647 90.4238 16.4357 28.0161 11.1587 15.195 48.4093 96.9807 10.7424 13.5556 internal_count=911180 169666 167291 2375 741514 1860 515 8440 1204 5928 158851 372 2888 735586 625 5303 5552 896 278 308 1794 23536 656 675 143 225 3001 14922 166 240 is_linear=0 shrinkage=0.01 Tree=657 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 12 48 48 48 48 12 12 12 12 48 12 5 19 12 19 5 19 39 3 6 39 3 3 5 3 split_gain=319.58 85.034 49.9681 8.02626 7.23623 4.81377 3.55093 3.06739 2.20582 1.57083 1.0602 0.915116 0.891437 0.700656 0.691967 0.646701 0.61956 0.601816 0.583141 0.510099 0.499531 0.488717 0.471987 0.45658 0.446633 0.428953 0.412165 0.381051 0.37165 0.363856 threshold=0.2688089013099671 3.4846319977077662e-05 0.99989646673202526 0.00099748477805400022 8.8294510192099562e-07 0.98755538463592529 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.99998754262924205 5.1029428504989491e-06 0.011652591172605703 0.8784809708595277 1.0000000180025095e-35 0.0035319819580763002 3.5000000000000004 1.0000000180025095e-35 0.00017857718921725002 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 0.31281565656565663 13.500000000000002 1.0000000180025095e-35 0.8238526179702651 0.78297101449275375 2.5000000000000004 0.57511061946902664 decision_type=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 2 left_child=1 4 5 7 20 8 15 -3 19 17 -4 27 -8 28 29 -5 -16 -6 26 25 -1 22 -17 -14 -19 -2 -9 -11 -10 -7 right_child=2 3 10 6 9 14 12 18 13 11 -12 -13 23 -15 16 21 -18 24 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0093614021983283186 0.00056412510638886545 -0.0053814269611644136 0.0076461002875353005 -0.0037462212268439864 -0.0079716348274109713 0.0049357908531421626 -0.00014924041415942158 -0.0034204996612852085 0.0028905938894692204 -0.0070243410707870593 0.009800278844707298 -0.0046159061247913972 0.00010976096510090722 0.004370988890497896 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8318 25369 30207 7798 59232 115548 55283 4049 5168 7988 19695 920 2826 27343 640 9954 1305 169 13433 3337 212 5457 16387 1026 2795 internal_value=0 -0.0040999 0.00624329 -0.00112977 -0.00788814 0.00319941 -0.000147055 -0.00305778 0.00227955 -0.00631701 0.0095665 -0.00556174 0.000605604 0.0031961 0.00522916 -0.00182842 0.00614433 -0.00765268 -0.00213479 0.000923077 -0.00927486 -0.00143978 -0.00169398 0.00121488 -0.004298 0.000686326 -0.00296419 -0.00653444 0.00263285 0.00428878 internal_weight=0 755.753 493.977 423.619 332.134 257.824 280.597 143.021 177.42 155.713 236.153 99.4675 193.83 105.879 80.4042 86.7675 40.7482 56.2454 102.362 71.5409 176.421 72.1472 65.8641 107.257 4.88333 66.3269 46.3701 49.037 71.5685 39.656 internal_count=911180 739601 171579 168975 570626 46248 72088 96887 26227 205421 125331 130902 42851 13992 20021 29237 8908 74519 63007 12235 365205 21169 19864 17482 6163 11595 35664 75619 8824 11113 is_linear=0 shrinkage=0.01 Tree=658 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 3 3 3 12 3 12 12 3 3 12 3 12 3 3 3 12 12 3 3 split_gain=1269.42 0.203188 0.0349028 0.0223521 0.0139148 0.00397417 0.00383383 0.00355571 0.00289847 0.00246418 0.00179652 0.0010649 0.000853417 0.000772861 0.000740532 0.000726648 0.000704125 0.000669744 0.000477653 0.000436696 0.000434345 0.000411214 0.000395786 0.00039514 0.000336493 0.00031926 0.000304272 0.00029584 0.000252116 0.000221439 threshold=1.0000000180025095e-35 0.0013712961226701001 0.2688089013099671 3.2062489481177188e-05 0.65440738201141369 1.7613556906326269e-06 0.026551560498774003 0.97252115607261669 0.00019807765784200004 0.99977076053619396 0.026551560498774003 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.97252115607261669 1.0000000180025095e-35 0.0055486904457211009 7.4335632689326312e-06 0.95867486338797814 0.97156334231805941 0.65440738201141369 1.0000000180025095e-35 9.1954279923811565e-07 0.51739261947973392 0.96784532671629464 0.94146202170188464 0.068259380757808671 0.99989646673202526 0.96446608946608958 0.41696642685851326 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=4 3 6 5 10 22 15 20 13 14 -1 -10 -7 -5 -6 -3 28 -14 -15 -13 -4 -8 29 -11 -19 -18 -23 -9 -17 -2 right_child=1 2 7 8 9 12 21 27 11 23 -12 19 17 18 -16 16 25 24 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010010398727920991 0.010916900796323122 0.010215788045510961 0.010121154274023327 0.010409340788686132 -0.01012138529309474 0.010550371298109299 0.010126154582443678 0.010043808042247445 0.010298518228848553 -0.010396117156577369 -0.010059227813282499 0.010462909903841829 0.010824510689374621 0.010609273465888152 -0.010195656159538326 0.010353119130231537 0.010281578063133097 0.010723829833664007 0.010449937067940576 0.010329024499366974 0.010078106927185311 0.010220753955783137 0.010894859826736276 -0.010244738414783232 0.010540045005167644 0.010184746646364314 0.010170901563738123 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0.0105924 0.0104496 0.010096 0.0101771 0.0109655 -0.0103434 0.0107067 0.0102687 0.0101895 0.0100263 0.0103417 0.0110158 internal_weight=0 617.65 528.885 88.7653 627.084 33.3661 130.679 398.206 55.3992 63.3042 563.78 32.9227 22.2364 22.4765 55.7046 65.6318 53.4403 19.9645 19.8672 27.3001 96.4285 65.0473 11.1297 7.59954 11.795 29.5545 52.3159 301.777 23.8858 6.49786 internal_count=911180 169666 167716 1950 741514 515 7640 160076 1435 5928 735586 952 372 483 5625 2864 2178 324 408 730 13507 4776 143 303 202 1344 3574 146569 834 80 is_linear=0 shrinkage=0.01 Tree=659 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 3 2 2 12 3 0 12 12 2 0 2 12 2 3 0 0 2 2 12 split_gain=1256.67 0.197035 0.0338637 0.0216517 0.0135034 0.00384707 0.00371825 0.00345055 0.00280915 0.00239042 0.00174351 0.00103239 0.00098876 0.000767549 0.00071857 0.000704649 0.00069334 0.00068276 0.000632032 0.000615577 0.000489329 0.000482015 0.000421464 0.00039514 0.000383222 0.00032248 0.000317415 0.000315662 0.000309676 0.000287093 threshold=1.0000000180025095e-35 0.0013712961226701001 0.2688089013099671 3.2062489481177188e-05 0.65440738201141369 1.7613556906326269e-06 0.026551560498774003 0.97252115607261669 0.00019807765784200004 0.99977076053619396 0.026551560498774003 1.0000000180025095e-35 0.019324122479462254 0.040202020202020204 0.97252115607261669 1.0000000180025095e-35 1.0000000180025095e-35 0.0055486904457211009 7.4335632689326312e-06 0.16252188240140047 1.0000000180025095e-35 0.012270400481782552 0.65440738201141369 0.028778467908902653 0.51739261947973392 1.0000000180025095e-35 1.0000000180025095e-35 0.64126753749395271 0.055738304093567205 0.99989646673202526 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=4 3 6 5 10 19 15 22 13 14 -1 -10 -7 -5 -6 -3 -15 -17 -14 -2 23 -8 -4 -13 -11 -23 27 -20 -19 -9 right_child=1 2 7 8 9 12 21 29 11 24 -12 20 18 16 -16 17 -18 28 26 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31 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741514 515 7640 160076 1435 5928 735586 952 372 483 5625 2864 383 2178 308 143 730 4776 13507 568 303 3408 193 150 1344 146569 is_linear=0 shrinkage=0.01 Tree=660 num_leaves=31 num_cat=0 split_feature=12 12 12 1 12 12 12 1 10 1 10 12 10 1 10 10 12 10 12 12 12 10 10 5 4 12 6 10 5 10 split_gain=308.336 82.6266 49.0144 9.60001 7.16379 5.9502 4.65706 3.67091 2.85839 2.25501 2.16951 2.06648 1.4806 2.06574 1.37747 1.26207 1.05957 1.02061 0.920459 0.877781 0.829024 0.791531 0.73907 0.69553 0.613061 0.590858 0.545815 0.603058 0.931367 0.525574 threshold=0.2688089013099671 3.4846319977077662e-05 0.99989646673202526 -390.49999999999994 8.8294510192099562e-07 0.0016333823441527001 0.98755538463592529 -1.0000000180025095e-35 2.3350000000000004 -348.49999999999994 1.3750000000000002 0.0070173616986721008 8.615000000000002 -380.49999999999994 6.0450000000000008 3.0250000000000004 0.99998754262924205 5.285000000000001 5.4143545185070261e-06 0.00019807765784200004 0.8784809708595277 4.8850000000000007 8.3400000000000016 3.5000000000000004 17.500000000000004 0.0089773964136838514 212.50000000000003 4.9450000000000012 4.5000000000000009 4.1750000000000007 decision_type=2 2 2 10 2 2 2 8 10 10 10 2 8 10 10 10 2 10 2 2 2 10 10 10 10 2 2 10 10 10 left_child=1 4 6 8 -1 17 7 20 -3 -6 -9 22 13 15 18 -8 -4 19 -11 -5 -2 25 29 -15 -16 -7 27 -13 -29 -10 right_child=2 3 16 5 9 21 12 10 11 14 -12 26 -14 23 24 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0092619738959959005 0.0026641515219088178 0.00021835790136307467 0.0076135482451929071 -0.0036635252229707993 -0.0082077835554483242 -0.00093015531236451132 0.0050062816923172613 0.0040878868386798632 -0.0051208769605043314 -0.0070100345063587545 -0.00088314372178696534 -0.0027289510257418399 0.0080958667716840276 0.006443807277159653 -0.0055960616055093825 0.00041156275443703344 0.0097954214260774306 -0.00052987242377599891 -0.005001161593269958 -0.0017205969406816704 0.0044454769435351696 0.0014206133652773846 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0.00276446 0.00238648 0.00169808 0.00100581 0.000972382 0.000751671 0.000708758 0.000680344 0.000676713 0.000666144 0.000625738 0.000617228 0.000475343 0.000467524 0.000407459 0.000385849 0.000380768 0.000380521 0.000312128 0.000310001 0.000312351 0.000300522 threshold=1.0000000180025095e-35 0.0013712961226701001 0.2688089013099671 3.2062489481177188e-05 0.65440738201141369 1.7613556906326269e-06 0.026551560498774003 0.97252115607261669 0.00019807765784200004 0.99977076053619396 0.026551560498774003 1.0000000180025095e-35 0.019324122479462254 0.040202020202020204 0.97252115607261669 1.0000000180025095e-35 1.0000000180025095e-35 0.0055486904457211009 7.4335632689326312e-06 0.16252188240140047 1.0000000180025095e-35 0.012270400481782552 0.65440738201141369 0.028778467908902653 0.51739261947973392 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.64126753749395271 0.055738304093567205 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=4 3 6 5 10 19 15 22 13 14 -1 -10 -7 -5 -6 -3 -15 -17 -14 -2 23 -8 -4 -13 -11 -21 -23 28 -20 -19 right_child=1 2 7 8 9 12 21 -9 11 24 -12 20 18 16 -16 17 -18 29 27 25 -22 26 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010010178513561636 0.010818692460150672 0.010211665039372266 0.010118576088479277 0.010432956768572707 -0.010119268089922109 0.010558627708551691 0.010123538683143829 0.010025602934587484 0.010292975083479856 -0.010391169640836863 -0.010058141192570485 0.010321945203073724 0.01081915263143533 0.010615043777589156 -0.010192551568012976 0.010334898844186844 0.01045328220517743 0.010180880356858699 0.010751303918611906 0.010932795201645749 0.010350585412235654 0.010199883902140399 0.010076418291602841 0.010473340480434721 -0.010241630731012578 0.011068245881853511 0.010133967679690698 0.010595087647191134 0.010580221676241857 0.010275794028308203 leaf_weight=462.11219005082967 2.6330794990062705 11.957834125030784 39.320655714953318 3.7996183056384352 32.546387354959734 3.1143879406154182 14.45793734746985 293.31525694974698 5.5224647978320709 4.8935607858002177 87.848706820164807 1.8362846504896939 7.6377075016498592 15.195360103622081 22.198768915142864 23.434589584358037 3.1165728680789462 3.8467413219623294 7.7447069846093637 4.5719983391463739 4.7636620160192242 40.558421995956451 54.98538755858317 20.22211991995573 2.6114147016778588 3.7960909232497215 8.729939518729223 2.1919372323900452 1.237715747207403 25.122375852428377 leaf_count=712050 39 686 4269 100 4013 64 1368 146569 222 167 23536 62 115 300 1612 834 83 238 124 60 162 2590 9238 506 136 44 818 43 26 1106 internal_value=0 0.0101618 0.0100881 0.010597 -0.0100335 0.0107991 0.0102269 0.0100422 0.0104748 -0.0101719 -0.0100178 0.0104159 0.0107223 0.010561 -0.010149 0.0102797 0.0105875 0.0102953 0.0107494 0.0109522 0.0104412 0.0101735 0.010094 0.0104607 -0.0103391 0.0109942 0.0101882 0.0107017 0.0107277 0.0102632 internal_weight=0 603.113 515.729 87.3837 612.211 32.9276 128.108 387.621 54.4561 62.2501 549.961 32.3445 21.9265 22.1116 54.7452 64.3615 18.3119 52.4037 18.8121 11.0012 26.8221 63.7463 94.306 22.0584 7.50498 8.36809 49.2884 11.1744 8.98242 28.9691 internal_count=911180 169666 167716 1950 741514 515 7640 160076 1435 5928 735586 952 372 483 5625 2864 383 2178 308 143 730 4776 13507 568 303 104 3408 193 150 1344 is_linear=0 shrinkage=0.01 Tree=662 num_leaves=31 num_cat=0 split_feature=6 5 5 2 2 2 2 2 2 4 5 2 0 6 0 2 6 29 6 5 5 4 5 6 29 2 0 2 2 6 split_gain=28.1322 4.47154 3.97963 3.89844 4.32639 3.35411 2.36419 2.35043 1.92609 2.66807 1.82875 1.77805 1.67522 1.40082 1.31978 1.30648 1.10433 1.017 1.0126 0.980708 0.943395 0.918569 0.909582 0.891767 0.764699 0.72445 0.885238 0.678386 1.18231 0.7108 threshold=3.5000000000000004 2.5000000000000004 1.5000000000000002 0.49844720496894418 0.50144508670520238 0.66522988505747138 0.091372912801484213 0.98936170212765973 0.087337909992372217 25.500000000000004 5.5000000000000009 0.040202020202020204 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 0.066767983789260368 49.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 29.500000000000004 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 0.79193722943722955 1.0000000180025095e-35 0.26692111959287529 0.24494897959183673 42.500000000000007 decision_type=2 10 10 2 2 2 2 2 2 8 10 2 2 2 2 2 2 2 2 10 10 8 8 2 2 2 2 2 2 2 left_child=1 3 11 6 -5 -6 8 12 9 23 -3 -2 16 21 18 -13 27 25 22 -18 -10 -7 -8 -1 -24 26 -17 28 -4 -29 right_child=2 10 7 4 5 13 14 -9 20 -11 -12 15 -14 -15 -16 17 19 -19 -20 -21 -22 -23 24 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.00063098170318211699 0.00096976447533337565 -0.0022452321161357757 -0.0024030523921143342 0.0040674623706298905 -0.00067025631291015974 0.0014668378414444177 0.00061462780265298929 0.0028725076998198907 -0.005862732961556965 0.0019393358184347966 0.0023110619357264504 -0.0043349815647713659 0.00068515214448438904 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18775 35170 20668 53379 35881 18120 40252 2492 325 69831 4976 19638 7157 8489 16575 212408 59974 21106 22115 65730 3317 36246 17933 7990 2125 14804 12209 61795 3968 4375 internal_value=0 0.0013474 -0.00173191 0.00159341 0.00246606 0.00149994 0.000868489 -0.00289861 0.00162389 0.00145771 -0.00135599 -0.00108955 -0.00311462 0.00238607 -6.1259e-05 -0.00134167 -0.00335719 -0.00119861 -0.000537334 -0.00415668 0.00786437 0.00277996 -1.19185e-05 -0.00160449 -0.00161909 -0.0010465 -0.00120997 -0.00254867 -0.00121308 -0.00314665 internal_weight=0 672.337 531.009 616.256 279.637 174.414 336.619 188.55 185.723 180.905 56.0809 342.459 181.747 123.846 150.896 305.105 170.841 291.189 119.841 85.9005 4.81756 108.907 90.3291 24.5862 25.3369 273.095 248.103 84.9404 26.269 58.6714 internal_count=911180 386081 525099 345935 152115 98736 193820 226159 94820 91178 40146 298940 223667 62855 99000 280165 216510 260527 82425 125704 3642 54366 60310 21347 20058 239421 224617 90806 24636 66170 is_linear=0 shrinkage=0.01 Tree=663 num_leaves=31 num_cat=0 split_feature=11 1 6 5 5 3 5 6 3 0 6 5 6 1 6 6 1 6 1 6 1 1 6 2 2 5 1 1 6 3 split_gain=1225.88 0.0361017 0.0174412 0.00438802 0.00370915 0.00354054 0.00310162 0.00216923 0.00204106 0.00223158 0.00164129 0.00147892 0.00111217 0.000939419 0.000916622 0.000895504 0.000925402 0.00087551 0.000814783 0.000759443 0.000689197 0.000671457 0.000616914 0.000535282 0.000485906 0.000617202 0.000478432 0.000538956 0.000405589 0.000509897 threshold=1.0000000180025095e-35 -4.4999999999999991 15.500000000000002 6.5000000000000009 5.5000000000000009 0.23123827392120072 2.5000000000000004 4.5000000000000009 0.90501253132832093 1.0000000180025095e-35 158.50000000000003 1.5000000000000002 4.5000000000000009 -95.499999999999986 16.500000000000004 7.5000000000000009 -17.499999999999996 1.5000000000000002 -1.0000000180025095e-35 1813.0000000000002 -8.4999999999999982 -371.49999999999994 10.500000000000002 0.087337909992372217 0.98936170212765973 5.5000000000000009 -43.499999999999993 -48.499999999999993 16.500000000000004 0.74478940512375169 decision_type=2 8 2 8 10 2 10 2 2 2 2 10 2 10 2 2 10 2 8 2 10 10 2 2 2 10 10 8 2 2 left_child=12 2 5 4 6 -2 10 -3 9 17 13 -9 18 21 -8 23 -17 -7 -1 22 -11 -4 -13 -10 -14 -26 27 -12 29 -23 right_child=1 7 3 -5 -6 8 14 11 15 20 26 19 24 -15 -16 16 -18 -19 -20 -21 -22 28 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.010035755048386594 0.010122818540742899 0.010050220526740525 0.0101029184231423 0.011014780618325448 0.010040987603158077 0.010223417281029547 0.010794623725868147 0.010093618083894253 0.010136025677345539 0.010154029562685954 0.010399586917372495 0.010100577497586137 -0.010017253034432676 0.01026942742464125 0.010467186552092007 0.010240239971036373 0.010828084394972801 0.010285249307760654 -0.010071083730118859 0.010861494237393703 0.010601811911574147 0.010256972669865028 0.010252103142749358 0.010015635122622662 -0.010048567731744895 -0.010248498002140227 0.010283779013570636 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0.0102484 -0.0100466 0.0102147 0.0101581 0.0103486 0.0102055 0.0101195 -0.0100195 -0.0100908 0.0103953 0.0104154 0.010361 0.0105465 internal_weight=0 596.805 351.864 106.676 105.742 245.189 101.368 244.941 168.11 133.589 89.9949 60.507 605.731 68.6382 11.3728 34.5212 3.32022 95.1556 306.36 12.7967 38.4331 22.0834 12.6178 31.201 299.371 9.26301 21.3567 18.0964 21.0245 1.11621 internal_count=911180 169666 52071 10056 10036 42015 7998 117595 25610 17130 7481 19894 741514 6012 517 8480 274 9533 268033 2844 7597 1515 2837 8206 473481 5164 1469 1175 1338 58 is_linear=0 shrinkage=0.01 Tree=664 num_leaves=31 num_cat=0 split_feature=11 1 5 1 5 1 1 1 5 1 5 1 5 5 1 1 19 1 1 1 1 1 1 1 5 1 1 1 1 1 split_gain=1213.57 0.0350411 0.00464294 0.0026109 0.00261594 0.00146196 0.00116799 0.00100276 0.000942556 0.000925495 0.000625324 0.000587085 0.000575995 0.00134787 0.000544749 0.000751147 0.000481383 0.000430277 0.00124572 0.00061033 0.000428569 0.000426804 0.00106561 0.0007012 0.0004389 0.000382504 0.000363538 0.00034633 0.00033793 0.000490097 threshold=1.0000000180025095e-35 -4.4999999999999991 15.500000000000002 -66.499999999999986 2.5000000000000004 -60.499999999999993 -176.49999999999997 -8.4999999999999982 1.5000000000000002 -1.0000000180025095e-35 6.5000000000000009 -7.4999999999999991 4.5000000000000009 3.5000000000000004 -32.499999999999993 -23.499999999999996 1.0000000180025095e-35 -124.49999999999999 -125.49999999999999 -79.499999999999986 -62.499999999999993 -144.49999999999997 -178.49999999999997 -142.49999999999997 1.5000000000000002 -385.49999999999994 -156.49999999999997 -82.499999999999986 -95.499999999999986 -103.49999999999999 decision_type=2 8 10 10 10 10 10 10 10 8 10 10 10 10 10 10 2 10 10 10 10 10 10 10 10 10 10 10 10 10 left_child=9 2 3 4 21 12 10 14 -3 -1 25 -9 13 -5 -7 -16 17 18 -8 -19 -15 22 -2 -23 26 -6 -24 28 29 -25 right_child=1 8 -4 5 6 7 16 11 -10 -11 -12 -13 -14 20 15 -17 -18 19 -20 -21 -22 23 24 27 -26 -27 -28 -29 -30 -31 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169666 52071 52064 24122 27942 2379 16250 117595 741514 1837 90 11692 9455 16160 5553 542 480 164 316 78 21743 8607 13136 583 1809 477 12239 6220 1844 is_linear=0 shrinkage=0.01 Tree=665 num_leaves=31 num_cat=0 split_feature=11 10 10 0 10 5 10 10 5 5 10 5 10 5 10 10 10 29 5 5 10 5 10 10 10 10 29 10 10 10 split_gain=1201.38 0.0454628 0.00460082 0.00369978 0.00359892 0.00322165 0.00304175 0.00259496 0.00174658 0.00174491 0.00146992 0.00140106 0.00128996 0.00122806 0.000951369 0.000773377 0.000711484 0.000558665 0.000601205 0.000496454 0.00063222 0.000474113 0.000492222 0.000469821 0.000426653 0.000385074 0.000364738 0.00035276 0.000765136 0.00084641 threshold=1.0000000180025095e-35 3.3950000000000005 9.7700000000000014 1.0000000180025095e-35 6.0550000000000006 1.5000000000000002 2.8250000000000006 2.5450000000000004 1.5000000000000002 15.500000000000002 6.9850000000000012 3.5000000000000004 6.1550000000000011 5.5000000000000009 4.0850000000000009 6.6750000000000007 3.7650000000000001 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 5.4450000000000012 6.5000000000000009 5.4250000000000007 6.5450000000000008 3.3950000000000005 4.6750000000000007 1.0000000180025095e-35 5.5650000000000004 5.3550000000000013 5.2950000000000008 decision_type=2 10 8 2 10 10 10 10 10 10 10 8 10 10 10 10 10 2 10 10 8 10 10 10 10 10 2 10 10 10 left_child=6 7 3 4 5 16 -1 -2 12 13 11 15 -6 -4 26 -10 -3 -9 -19 27 21 22 -21 25 -8 -5 -7 28 29 -16 right_child=1 2 9 23 8 14 24 17 10 -11 -12 -13 -14 -15 19 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010091192027650891 0.010044960924278654 0.010176615233413433 0.010560661303081077 0.010146262721787582 0.010083523431478798 0.010224621087674223 -0.010051180405329844 0.010105809139131949 0.010112387421373343 0.011056502978593005 0.010067490494175706 0.010441806692656078 0.01026954856758827 0.010108054259514491 0.010340207757108458 0.010376568134362907 0.010256259117470174 0.010181320754866085 0.01059200165941783 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internal_value=0 0.0101574 0.0102425 0.0102376 0.0102557 0.010277 -0.0100326 0.0100661 0.010184 0.0105538 0.0101258 0.0102213 0.0102396 0.0104795 0.0103386 0.0101578 0.0102483 0.0101095 0.0102717 0.0103547 0.0103944 0.0104394 0.010427 0.0101689 -0.0100238 0.0101774 0.0102363 0.0103297 0.0103437 0.0103188 internal_weight=0 585.165 302.732 298.055 236.054 182.051 593.775 282.433 54.003 4.6765 26.3952 10.0157 27.6078 4.07495 57.8202 7.77839 124.231 92.609 2.07714 49.9668 19.3054 11.9392 11.4985 62.0011 516.697 56.6255 7.85341 30.6614 26.1817 21.5844 internal_count=911180 169666 41554 41061 30548 18032 741514 128112 12516 493 8988 1313 3528 481 4892 1227 13140 28334 189 3824 1280 706 692 10513 711747 9033 1068 2544 2120 1900 is_linear=0 shrinkage=0.01 Tree=666 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 10 12 12 12 10 12 10 10 12 12 12 10 2 2 2 2 10 6 10 48 12 10 10 12 12 split_gain=1189.32 0.172251 0.0291403 0.0192282 0.0118241 0.0037257 0.00345082 0.00320141 0.00295992 0.00243415 0.00195719 0.00187528 0.00166426 0.00151158 0.0011303 0.00103091 0.00100205 0.000853119 0.000832313 0.000735657 0.00067718 0.000604251 0.000575626 0.000512843 0.000512314 0.000507838 0.000496925 0.000432484 0.000431794 0.000410308 threshold=1.0000000180025095e-35 0.0013712961226701001 0.2688089013099671 3.2062489481177188e-05 0.65440738201141369 3.0850000000000004 1.7613556906326269e-06 0.026551560498774003 0.97252115607261669 2.8250000000000006 0.00017857718921725002 3.1750000000000003 3.4650000000000003 0.026551560498774003 0.99473056197166454 0.99473056197166454 3.3950000000000005 0.040202020202020204 0.045804195804195758 0.040202020202020204 0.040202020202020204 2.3350000000000004 1.5000000000000002 3.0850000000000004 1.0000000180025095e-35 5.7526181080902469e-06 3.1750000000000003 5.8350000000000009 0.0043998162727802515 9.1954279923811565e-07 decision_type=2 2 2 2 2 10 2 2 2 10 2 10 10 2 2 2 10 2 2 2 2 10 2 8 2 2 10 10 2 2 left_child=4 3 7 6 13 23 22 11 26 14 19 -3 -8 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4.0546479839831617 19.485808167140931 281.41595232207328 31.892629502806813 4.9454103643074658 10.16663467697799 2.6985168792307404 11.973988602170719 4.3999623814597717 14.33758673397824 10.524209671653805 19.48784966673702 4.2324990630149832 12.790882086381314 13.106789647601543 72.462862004234921 4.7693702615797502 5.4451747648417959 31.260210026986897 7.7535524815320951 64.457774550421163 2.4241416361182928 22.598297360353172 3.5395823121070862 leaf_count=712050 36 1088 5922 226 497 68 94 2214 146569 4379 164 508 53 1214 128 924 520 468 59 240 403 22322 58 269 2042 120 7585 46 865 49 internal_value=0 0.0101559 0.0100847 0.0105738 -0.0100323 0.0104562 0.0107679 0.010218 0.0100406 -0.0101654 0.0105034 0.0102688 0.010694 -0.0100172 -0.0102828 -0.0101308 0.0101668 0.0104477 0.0107372 0.0105913 0.0103013 -0.0100559 0.0109148 0.0103058 0.0101944 0.0107674 0.0100903 0.0107291 0.0103218 0.0109537 internal_weight=0 579.429 495.168 84.2609 587.885 52.4619 31.799 123.178 371.99 59.8836 39.9296 61.9082 21.1634 528.002 13.6534 46.2302 61.2702 24.4333 17.1087 15.4963 45.8717 84.4369 10.6356 12.5323 41.7844 14.4102 90.5741 10.1777 35.7051 8.30895 internal_count=911180 169666 167716 1950 741514 1435 515 7640 160076 5928 940 2864 372 735586 625 5303 4776 632 278 308 1776 23536 143 495 2562 225 13507 166 1268 107 is_linear=0 shrinkage=0.01 Tree=667 num_leaves=31 num_cat=0 split_feature=11 1 6 5 5 3 5 6 3 6 6 5 6 1 6 6 1 1 6 1 6 4 3 1 4 5 5 1 1 1 split_gain=1177.37 0.032031 0.0154819 0.00387209 0.00329005 0.00314305 0.00274591 0.00193276 0.00181142 0.00149318 0.00145748 0.00131692 0.000988013 0.000833097 0.000806951 0.000794854 0.000818112 0.000724959 0.000673221 0.000595563 0.000549646 0.000543347 0.000474864 0.000474041 0.0004366 0.000431211 0.000436891 0.000542035 0.000424546 0.000477617 threshold=1.0000000180025095e-35 -4.4999999999999991 15.500000000000002 6.5000000000000009 5.5000000000000009 0.23123827392120072 2.5000000000000004 4.5000000000000009 0.90501253132832093 1.5000000000000002 158.50000000000003 1.5000000000000002 4.5000000000000009 -95.499999999999986 16.500000000000004 7.5000000000000009 -18.499999999999996 -1.0000000180025095e-35 1813.0000000000002 -371.49999999999994 10.500000000000002 28.500000000000004 0.90943267259056748 -18.499999999999996 2.5000000000000004 2.5000000000000004 4.5000000000000009 -176.49999999999997 -43.499999999999993 -48.499999999999993 decision_type=2 8 2 10 10 2 10 2 2 2 2 10 2 10 2 2 8 8 2 10 2 10 2 10 8 10 10 10 10 8 left_child=12 2 5 4 6 -2 10 -3 9 25 13 -9 17 19 -8 22 -17 -1 20 -4 -13 -22 -10 -11 -24 -7 27 -27 29 -12 right_child=1 7 3 -5 -6 8 14 11 15 23 28 18 -14 -15 -16 16 -18 -19 -20 -21 21 -23 24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.010034363499444299 0.01011803506833797 0.010048291528144206 0.01009887842873369 0.010971975028769645 0.010039402676565142 0.010182735157154257 0.010761626587359994 0.010090075574861466 0.010015136190494541 0.010256818338702057 0.010383927369427328 0.010096713526971437 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16405 97701 177 20 2038 11937 26 17050 3213 4249 1119 1215 473481 4497 491 268 6 64428 7 1338 589 1033 13 47 4980 444 230 223 294 56 internal_value=0 0.0101543 0.0102166 0.0103191 0.0103133 0.010172 0.0103251 0.0100647 0.0101967 0.0102137 0.0103063 0.0101147 -0.010032 0.0102834 0.0104743 0.0101308 0.0102808 -0.0100448 0.0102066 0.0103349 0.0101978 0.0102426 0.0101149 0.0102619 0.0101307 0.0101896 0.0102629 0.0102972 0.0103798 0.0103991 internal_weight=0 573.752 338.364 102.642 101.742 235.722 97.5384 235.388 161.641 128.461 86.5877 58.163 582.054 66.0304 10.9507 33.1801 3.19367 294.408 12.3068 21.2493 12.1341 8.40478 29.9865 42.8023 25.8668 85.6586 7.34575 6.13224 20.5573 17.4208 internal_count=911180 169666 52071 10056 10036 42015 7998 117595 25610 17130 7481 19894 741514 6012 517 8480 274 268033 2844 1515 2837 1622 8206 4296 4993 12834 897 667 1469 1175 is_linear=0 shrinkage=0.01 Tree=668 num_leaves=31 num_cat=0 split_feature=12 12 12 1 12 12 12 1 10 1 10 12 10 1 10 10 12 10 12 12 12 10 10 4 10 1 1 10 12 10 split_gain=284.819 76.954 46.2108 8.90391 6.84553 5.45568 4.32661 3.39754 2.63206 2.14273 1.99461 1.92775 1.38862 1.9285 1.29333 1.16571 1.02135 0.953649 0.867499 0.809469 0.769473 0.741349 0.687423 0.571462 0.564469 0.841703 1.90204 0.713965 0.54311 0.492416 threshold=0.2688089013099671 3.4846319977077662e-05 0.99989646673202526 -390.49999999999994 8.8294510192099562e-07 0.0016333823441527001 0.98755538463592529 -1.0000000180025095e-35 2.3350000000000004 -348.49999999999994 1.3750000000000002 0.0070173616986721008 8.615000000000002 -380.49999999999994 6.0450000000000008 3.0250000000000004 0.99998754262924205 5.285000000000001 5.4143545185070261e-06 0.00019807765784200004 0.8784809708595277 4.8850000000000007 8.3400000000000016 17.500000000000004 6.1150000000000011 -57.499999999999993 -52.499999999999993 6.1950000000000012 0.0089773964136838514 4.1750000000000007 decision_type=2 2 2 10 2 2 2 8 10 10 10 2 8 10 10 10 2 10 2 2 2 10 10 10 10 10 8 10 2 10 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0.00432426 0.000326452 0.00584145 0.000142773 -0.00659262 internal_weight=0 693.341 451.066 390.916 302.425 308.99 237.337 163.583 81.9266 142.562 51.5468 69.4939 73.7538 60.3451 102.001 23.3176 213.73 124.417 85.6275 90.7951 112.036 184.573 34.9927 16.3731 37.0275 13.877 3.81761 10.0594 94.2514 34.6229 internal_count=911180 739601 171579 168975 570626 121240 46248 26227 47735 205421 10235 45684 20021 13649 146009 5593 125331 79390 126435 59506 15992 41850 32735 19574 8056 3323 634 2689 20625 32686 is_linear=0 shrinkage=0.01 Tree=669 num_leaves=31 num_cat=0 split_feature=6 48 3 3 3 4 0 3 3 3 3 48 4 6 3 0 3 6 0 6 6 6 4 4 3 3 6 0 4 3 split_gain=25.7888 12.1684 3.65922 3.45485 3.14266 2.61742 2.3956 1.5264 1.44926 1.09262 2.31457 0.949289 1.03422 0.850372 0.754846 1.37077 2.07145 0.74406 0.736968 0.693633 0.672636 0.596124 0.573669 0.712619 0.555975 0.533736 0.493613 0.463815 0.716714 0.457199 threshold=3.5000000000000004 1.0000000180025095e-35 0.51530771633864425 0.48846085567193326 1.0000000180025095e-35 23.500000000000004 1.0000000180025095e-35 0.33477011494252878 0.95867486338797814 0.90501253132832093 0.90943267259056748 1.0000000180025095e-35 18.500000000000004 1.0000000180025095e-35 0.18237250554323722 1.0000000180025095e-35 0.88847429519071319 1.5000000000000002 1.0000000180025095e-35 85.500000000000014 408.50000000000006 53.500000000000007 29.500000000000004 5.5000000000000009 1.0000000180025095e-35 0.49341991341991348 303.50000000000006 1.0000000180025095e-35 25.500000000000004 0.46186166774402071 decision_type=2 2 2 2 2 8 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 8 10 2 2 2 2 10 2 left_child=1 2 3 7 19 9 8 17 11 -3 -11 20 -13 -4 18 16 -16 22 -7 -2 -6 29 23 -1 -19 -8 -10 28 -5 -14 right_child=4 5 13 27 6 14 25 -9 26 10 -12 12 21 -15 15 -17 -18 24 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0071036304428337381 0.0016160194910989783 -0.0024752841623178461 0.0016846929678581797 0.0072957312554933077 -0.0014673851379121445 0.0022732620770059327 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77.715612723783124 30.820182149473112 4.4245131371426396 21.903944241348654 1.6730205159983587 36.633354783727555 18.150975400494644 83.55052511143731 leaf_count=2081 13813 43343 43387 4299 143126 12201 7649 15159 18766 2105 4750 52203 35938 15004 78006 27779 11050 2613 24100 602 9636 144315 45071 18604 2941 13542 2016 22667 10921 83493 internal_value=0 0.00132586 0.00280608 0.00354168 -0.00170345 3.46784e-05 -0.00190948 0.00269892 -0.0020922 -0.00192401 0.00156391 -0.00224687 -0.00260928 0.00112906 0.000427652 8.21111e-05 -0.000489642 0.00315713 0.00119895 0.0013285 -0.00161108 -0.00237262 0.00338515 0.00229426 0.0004548 0.000873826 2.73702e-05 0.00552993 0.00447225 -0.00186942 internal_weight=0 636.676 296.625 206.185 503.08 340.052 471.069 144.806 442.05 56.8243 7.75549 411.985 262.41 90.44 283.227 195.599 133.381 120.754 87.628 32.0112 149.575 229.759 111.358 33.6426 9.39616 29.0188 30.065 61.3788 24.7455 116.28 internal_count=911180 386081 182747 124356 525099 203334 510684 86469 489493 50198 6855 468711 315949 58391 153136 116835 89056 71310 36301 14415 152762 263746 65756 20685 5554 21191 20782 37887 15220 119431 is_linear=0 shrinkage=0.01 Tree=670 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 12 10 10 10 10 12 12 12 10 5 2 12 12 12 5 10 5 10 5 12 10 10 3 3 10 split_gain=279.724 80.6629 41.5588 8.54886 5.86167 3.65741 1.78133 1.47553 1.37964 1.33541 1.30762 1.04131 0.711003 0.675064 0.643808 0.579666 0.566072 0.550628 0.51479 0.497176 0.421074 0.402533 0.377675 0.37742 0.355004 0.353073 0.326585 0.326127 0.324397 0.274404 threshold=0.3781151175498963 5.9116524425917312e-05 0.99989646673202526 8.8294510192099562e-07 0.0019640936516224501 0.98755538463592529 6.0750000000000011 5.4850000000000012 8.615000000000002 5.4450000000000012 6.1143434777477532e-06 0.99998754262924205 0.00032736793218645006 4.8650000000000011 2.5000000000000004 0.77442071785552036 0.068259380757808671 0.8784809708595277 1.1116698715341046e-05 6.5000000000000009 2.4350000000000005 2.5000000000000004 5.3250000000000011 2.5000000000000004 2.3838758522742867e-07 5.7250000000000005 4.9750000000000005 0.55594679186228502 0.15074051531750862 6.0250000000000012 decision_type=2 2 2 2 2 2 10 8 8 10 2 2 2 8 10 2 2 2 2 10 10 10 8 8 2 10 8 2 2 10 left_child=1 3 5 19 7 13 10 12 21 14 26 20 -3 23 16 -11 -6 -15 27 24 -4 -7 -12 -2 -1 -26 -5 -8 -20 -19 right_child=2 4 11 6 9 8 18 -9 -10 15 22 -13 -14 17 -16 -17 -18 29 28 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0097008035907577457 0.0017688903777241245 -0.0039283751005472715 0.009159820691372873 -0.0066467040580528722 -0.0004828289717204292 0.0047757836887446893 -0.0064462190038134005 -0.00075257677408294501 0.0080253414238455421 0.0020492851775372974 -0.0058519258368142984 0.0097836259787500903 -0.002269790426162906 0.0022840926952468177 -0.0021536739993025869 -0.0024260004137744142 0.00063883626347658695 0.0045133166475407171 -0.0083730556765069172 -0.005800604154733633 0.0064205068350890694 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internal_value=0 -0.00385027 0.00638584 -0.00757711 -0.000809586 0.00329863 -0.00595875 -0.00243278 0.00511098 0.000111666 -0.00636285 0.00953706 -0.00305155 0.00236342 -0.000219954 0.00172203 -5.93953e-05 0.00298962 -0.00322989 -0.00922881 0.0075393 0.00446646 -0.00545426 0.00160604 -0.00932043 -0.00871501 -0.0073857 -0.00437222 -0.00106702 0.00399128 internal_weight=0 711.805 427.188 319.818 391.987 215.786 161.539 141.924 73.4491 250.063 140.703 211.402 103.725 142.337 207.361 42.7017 191.464 77.9157 20.8357 158.279 23.2249 60.1473 74.5137 64.4209 154.159 59.483 66.1892 13.6345 7.20118 32.2004 internal_count=911180 742926 168254 590450 152476 42923 225245 90164 20021 62312 200866 125331 73455 22902 52924 9388 46854 13189 24379 365205 9783 13649 90062 9713 355251 127303 110804 18808 5571 5977 is_linear=0 shrinkage=0.01 Tree=671 num_leaves=31 num_cat=0 split_feature=11 10 3 1 10 1 10 0 2 10 1 10 1 5 10 10 5 10 10 2 10 3 2 3 10 2 2 2 0 10 split_gain=1155.9 0.0422408 0.00685269 0.00651097 0.00405197 0.0040683 0.00286136 0.00279678 0.00284645 0.00277841 0.00241611 0.00216535 0.00159634 0.00138198 0.00125402 0.00139913 0.00148326 0.00116132 0.000735979 0.000691969 0.000671622 0.000669312 0.000580702 0.000576118 0.000570405 0.000563329 0.000537915 0.000673388 0.00051991 0.000823575 threshold=1.0000000180025095e-35 3.3950000000000005 1.0000000180025095e-35 -3.4999999999999996 9.7700000000000014 -129.49999999999997 2.8250000000000006 1.0000000180025095e-35 0.091372912801484213 1.0000000180025095e-35 -10.499999999999998 6.0550000000000006 -1.0000000180025095e-35 2.5000000000000004 4.3550000000000013 6.3650000000000011 1.5000000000000002 8.3400000000000016 6.9050000000000011 0.62470657276995312 4.9250000000000007 0.53302180685358269 0.90940656565656586 1.0000000180025095e-35 5.245000000000001 1.0000000180025095e-35 0.24494897959183673 0.34794619264953158 1.0000000180025095e-35 9.7700000000000014 decision_type=2 10 2 8 10 10 10 2 2 10 8 10 8 10 10 10 10 10 8 2 10 2 2 2 10 2 2 2 2 10 left_child=6 3 24 9 7 -6 12 8 17 -2 11 13 -1 21 -12 16 -16 18 25 20 -18 22 -10 -11 -3 -4 -22 -28 -26 -30 right_child=1 2 4 -5 5 -7 -8 -9 10 23 14 -13 -14 -15 15 -17 19 -19 -20 -21 26 -23 -24 -25 28 -27 27 -29 29 -31 leaf_value=-0.010055784956089702 0.010074700558434711 0.010165310478210397 0.010145604814280887 0.010028332887296678 0.010076182093132409 0.010793473420865354 -0.010023465628983952 0.010173039020447219 0.01027810974748068 0.010122882585143187 0.010132991055887304 0.010222920159689406 -0.010152596025876717 0.010416627958400804 0.010224865626128623 0.01005770790770478 0.010307260411703574 0.010281527276514973 0.010043672984722451 0.010196190948345805 0.010791432952458052 0.010335731217718221 0.010666868187937972 0.010201036941128054 0.010059252168982735 0.010261751861425247 0.010299468944643177 0.010615904690911485 0.010135061054184965 0.010595868646861593 leaf_weight=48.396986366366036 46.421010022633709 28.488986848620698 14.434283525915822 173.16641634271946 1.1169500715332108 2.7072531036101273 496.70104188643745 34.790701792109758 40.813048112671822 12.521669230307451 12.621814031153916 25.113255600677803 26.281645149225369 14.561928017763419 11.823160291183745 2.9758868158096439 1.8261596953961987 9.6247568097896856 4.9911925152409813 1.1983790011145172 0.70213298778981004 51.991936952807009 0.38788379263132711 38.226030911901034 13.847599249216728 5.8757025196682653 1.1701233715284618 1.5813519582152364 9.8344161728164163 0.40377417451236475 leaf_count=24132 16259 4034 2093 104770 279 71 711747 6270 3185 2230 2876 3578 5635 788 2074 1371 175 781 3391 130 21 3232 14 4853 4491 519 137 86 1913 45 internal_value=0 0.0101552 0.0102384 0.0100651 0.0102611 0.010584 -0.0100321 0.0102558 0.0102701 0.0101306 0.0102873 0.0103065 -0.0100899 0.010326 0.010212 0.0102588 0.0102915 0.010188 0.0101525 0.0104131 0.0104624 0.0103119 0.0102818 0.0101818 0.010135 0.0101792 0.0105444 0.0104813 0.0100992 0.0101532 internal_weight=0 563.218 292.883 270.335 240.308 3.8242 571.38 236.484 201.693 97.1687 166.767 132.868 74.6786 107.755 33.899 21.2772 18.3013 34.9259 25.3012 6.47815 5.27977 93.1929 41.2009 50.7477 52.5748 20.31 3.45361 2.75148 24.0858 10.2382 internal_count=911180 169666 41554 128112 31071 350 741514 30721 24451 23342 17667 10797 29767 7219 6870 3994 2623 6784 6003 549 419 6431 3199 7083 10483 2612 244 223 6449 1958 is_linear=0 shrinkage=0.01 Tree=672 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 2 3 2 12 0 3 3 2 12 0 2 3 12 2 12 48 0 0 2 split_gain=1144.29 0.162058 0.0266391 0.0186159 0.0111343 0.00340767 0.00293982 0.00268674 0.00232709 0.00207698 0.00139368 0.000843639 0.000841518 0.000641482 0.000600022 0.000578381 0.00056307 0.000556622 0.000550894 0.000547723 0.000405077 0.000386383 0.000333056 0.000328906 0.000325928 0.000277324 0.000274047 0.000262782 0.000259401 0.000248051 threshold=1.0000000180025095e-35 0.0013712961226701001 0.2688089013099671 3.2062489481177188e-05 0.65440738201141369 1.7613556906326269e-06 0.026551560498774003 0.97252115607261669 0.00019807765784200004 0.99977076053619396 0.026551560498774003 0.045804195804195758 1.0000000180025095e-35 0.040202020202020204 0.97252115607261669 1.0000000180025095e-35 1.0000000180025095e-35 0.50952467343976793 0.16252188240140047 0.0055486904457211009 1.0000000180025095e-35 0.012270400481782552 0.51739261947973392 0.65440738201141369 0.028778467908902653 7.4335632689326312e-06 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.055738304093567205 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=4 3 6 5 10 18 16 23 13 14 -1 -7 -10 -5 -6 -15 -3 26 -2 -18 24 -8 -11 -4 -14 -19 -13 -28 -23 -21 right_child=1 2 7 8 9 11 21 -9 12 22 -12 17 20 15 -16 -17 19 25 -20 29 -22 28 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.010009476502868837 0.010772219885279589 0.010196898491764429 0.010110271431911037 0.010404628589929099 -0.010111983447096563 0.010536078632498867 0.010114731345438072 0.01002354713995084 0.010273238477087681 -0.010372246473391151 -0.010054493797737074 0.010528549002228802 0.010299976370871019 0.010578016376220434 -0.010181550074338746 0.010423784686226678 0.010312777666089394 0.010807151722129841 0.010942225532019902 0.010167998080518704 0.010326828358115461 0.01018666621287532 -0.010228587620926566 0.010070953706374111 0.010443804447105378 0.010706314520061778 0.0107274466478739 0.010567106438696053 0.010124341748038597 0.010257367023726593 leaf_weight=425.14973940912751 2.5022563785314587 11.143548569642006 36.526778572471812 3.5680625773966339 30.510217867908068 3.3768551200628307 13.439198607811703 268.07560356881004 5.164840365760031 4.6547140404582015 82.041403378127143 1.7635414134711052 1.7176302429288686 14.359814316965641 20.885672635165974 2.9270847495645276 21.944044844247401 4.9780664201825839 8.0001966468989831 3.5789219588041332 4.4557716064155093 37.892649295506999 2.4702612003311515 50.95920656376984 19.048521033488214 6.0324250943958759 3.1236838288605213 1.519283080473542 8.1068461153190565 23.491575476713479 leaf_count=712050 39 686 4269 100 4013 72 1368 146569 222 167 23536 41 62 300 1612 83 834 74 104 238 162 2590 136 9238 506 102 52 31 818 1106 internal_value=0 0.0101537 0.0100827 0.0105627 -0.0100318 0.0107549 0.0102118 0.0100393 0.0104454 -0.0101624 -0.0100168 0.0106807 0.0103895 0.0105267 -0.0101403 0.0105519 0.0102611 0.0107088 0.0109017 0.0102756 0.0104133 0.0101619 -0.0103224 0.0100874 0.0104319 0.0107519 0.0106347 0.010675 0.0101757 0.0102456 internal_weight=0 557.696 475.158 82.538 565.712 31.2963 119.597 355.562 51.2417 58.5209 507.191 20.7939 30.3868 20.855 51.3959 17.2869 60.1581 17.417 10.5025 49.0145 25.2219 59.4387 7.12498 87.486 20.7662 11.0105 6.40651 4.64297 45.9995 27.0705 internal_count=911180 169666 167716 1950 741514 515 7640 160076 1435 5928 735586 372 952 483 5625 383 2864 300 143 2178 730 4776 303 13507 568 176 124 83 3408 1344 is_linear=0 shrinkage=0.01 Tree=673 num_leaves=31 num_cat=0 split_feature=12 12 12 1 12 12 12 1 12 1 12 12 1 12 12 5 12 5 1 2 3 12 3 5 12 4 1 2 3 4 split_gain=269.831 78.3284 40.7913 8.82526 6.83803 5.67534 3.53913 2.9569 2.76926 2.13946 1.0394 1.03555 0.886872 0.858213 0.768977 0.606869 0.572536 0.493673 1.91458 0.424504 0.372993 0.369731 0.366856 0.357531 0.355871 0.351201 0.307517 0.527734 0.303833 0.348289 threshold=0.3781151175498963 3.4846319977077662e-05 0.99989646673202526 -390.49999999999994 8.8294510192099562e-07 0.0016333823441527001 0.98755538463592529 -1.0000000180025095e-35 0.0089773964136838514 -348.49999999999994 0.99998754262924205 4.0456557144352709e-06 -380.49999999999994 0.026551560498774003 0.00017857718921725002 3.5000000000000004 0.8784809708595277 6.5000000000000009 -64.499999999999986 0.34794619264953158 0.8185736677115989 0.0006371206545736001 0.78297101449275375 2.5000000000000004 2.3838758522742867e-07 16.500000000000004 -63.499999999999993 0.77442071785552036 0.31281565656565663 21.500000000000004 decision_type=2 2 2 10 2 2 2 8 2 10 2 2 10 2 2 10 2 10 8 2 2 2 2 10 2 8 10 2 2 10 left_child=1 4 6 8 17 14 7 16 21 -6 -4 22 -8 28 20 -14 23 24 19 -19 -5 -3 -11 -2 -1 -9 27 -17 29 -7 right_child=2 3 10 5 9 13 12 25 -10 11 -12 -13 15 -15 -16 26 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0096947642271214447 0.0030118550005998647 -0.0066021380073723566 0.0075066265000710295 -0.0033216122821910039 -0.0081270592592232824 -0.0036946757145516801 0.0037802763921331306 0.0051008137523034522 -0.0021289224865194121 -0.0070584674256364754 0.009778481788929887 -0.004482026880367254 0.0064582652315308634 0.0015186429575993448 -0.0012597883693584902 0.0038494277075879742 0.0043440025691039051 0.0079311959994354114 -0.010003387420537045 -0.010004197769866354 -0.001058236272736353 -0.0046731779155686579 -0.0048701152234500228 0.00052945632574034408 -0.0086936942961551231 6.0333553675191029e-05 0.0069448259214267404 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0.513054 0.924819 0.514105 0.575514 0.460942 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 -8.4999999999999982 1.0000000180025095e-35 -103.49999999999999 5.5000000000000009 5.5000000000000009 12.500000000000002 -64.499999999999986 1.5000000000000002 8.5000000000000018 7.5000000000000009 -72.499999999999986 1.0000000180025095e-35 -341.49999999999994 -34.499999999999993 -35.499999999999993 -63.499999999999993 -33.499999999999993 -239.49999999999997 1.0000000180025095e-35 -268.49999999999994 -238.49999999999997 -59.499999999999993 -64.499999999999986 -56.499999999999993 -57.499999999999993 -6.4999999999999991 decision_type=8 2 10 8 10 2 10 10 10 8 10 10 8 10 10 2 10 10 10 10 8 10 2 10 10 10 10 10 10 10 left_child=2 3 4 -2 5 6 21 -5 15 18 -11 -3 -13 -9 -7 16 -4 -18 19 -10 -19 22 -1 -24 -23 26 -8 28 -27 -6 right_child=1 11 8 7 29 14 25 13 9 10 -12 12 -14 -15 -16 -17 17 20 -20 -21 -22 24 23 -25 -26 27 -28 -29 -30 -31 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1.4854487792181315 73.851017336419318 12.12784814412589 66.272779135411838 0.88470092517673038 0.49050945296767423 4.2163789201294994 1.7526622922741801 2.1973465352784833 6.1729273498640396 3.8732876473222841 71.733715215552365 7.6203751205757726 28.982025563571369 124.13140851847129 5.4429497271776182 1.3130187723436373 leaf_count=75646 172449 65415 6903 12514 16679 42343 122377 602 5181 228 8620 9024 1336 1491 35226 8130 96918 276 335 2436 1881 3968 5735 1367 78126 6609 19688 104557 4082 1038 internal_value=0 0.002068 -0.00105511 0.00116646 -0.000747179 -0.000677509 -0.00100962 -0.00379164 -0.0028968 -0.000430228 -0.00631954 0.00392186 0.0013824 0.00196161 0.00043459 -0.00341136 -0.00375436 -0.00402352 0.000863241 0.00121513 0.000839625 -0.00179066 -0.00125395 0.00175884 -0.00240083 -0.00062672 -0.000283162 -0.00109013 -0.00297713 -0.00601472 internal_weight=0 370.418 737.553 249.222 631.898 623.649 480.234 12.0594 105.655 18.2366 3.28403 121.197 17.2781 3.14462 143.415 87.4182 75.2903 68.9101 14.9525 14.462 2.63736 157.983 84.0521 10.0462 73.9311 322.251 185.057 137.195 13.0633 8.24861 internal_count=911180 262831 648349 187056 517441 499724 422155 14607 130908 16800 8848 75775 10360 2093 77569 114108 105978 99075 7952 7617 2157 164842 82748 7102 82094 257313 142065 115248 10691 17717 is_linear=0 shrinkage=0.01 Tree=675 num_leaves=31 num_cat=0 split_feature=12 12 12 1 12 12 12 1 12 1 12 12 1 12 12 5 12 5 1 2 3 3 12 12 3 4 5 4 2 1 split_gain=264.996 77.5565 40.791 8.79579 6.90893 5.56098 3.48675 2.95598 2.73052 2.16399 1.06041 1.03115 0.900194 0.842641 0.749382 0.598825 0.56458 0.488885 1.88473 0.418071 0.36804 0.367585 0.366814 0.36401 0.355604 0.34596 0.345614 0.333066 0.305028 0.301645 threshold=0.3781151175498963 3.4846319977077662e-05 0.99989646673202526 -390.49999999999994 8.8294510192099562e-07 0.0019640936516224501 0.98755538463592529 -1.0000000180025095e-35 0.0089773964136838514 -348.49999999999994 0.99998754262924205 4.0456557144352709e-06 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7151 22406 9783 34568 59412 836 4008 358 14400 59192 115548 70706 8891 41037 15952 640 5896 312 9257 385 16111 6277 12209 127303 20119 8598 899 4496 6094 388 internal_value=0 -0.0037911 0.0063197 -0.000953889 -0.00773376 -0.000186415 0.00323907 0.00231751 -0.00379643 -0.00611203 0.00951797 -0.00532427 0.00503321 -0.00179192 0.000904615 0.0059983 0.00331893 -0.00920209 -0.0057368 0.00540371 -0.00650138 -0.00285533 -0.00570444 -0.00929474 0.000251584 0.000198816 0.00272047 -0.000833906 0.00372978 0.00259558 internal_weight=0 693.325 414.008 403.185 290.14 317.47 210.882 139.321 85.7154 137.868 203.126 98.8043 71.5617 128.449 189.02 41.1175 94.6047 152.272 3.96523 1.09805 42.4477 47.1579 40.0014 148.307 91.0653 44.7159 59.1228 22.6676 30.4442 4.59403 internal_count=911180 742926 168254 172300 570626 123285 42923 22902 49015 205421 125331 146009 20021 81882 41403 9919 13946 365205 9954 697 75303 40845 34615 355251 25451 8956 8050 5332 10102 1028 is_linear=0 shrinkage=0.01 Tree=676 num_leaves=31 num_cat=0 split_feature=11 1 6 3 3 6 3 0 1 6 6 6 1 6 6 6 1 6 3 1 1 6 3 3 3 3 3 1 3 1 split_gain=1123.63 0.0298671 0.0149068 0.0030769 0.00299954 0.0019045 0.00170522 0.00186323 0.00145833 0.0013603 0.00102968 0.000952355 0.000762445 0.000738723 0.000736004 0.000724965 0.000718553 0.000716568 0.000641164 0.00059733 0.000589032 0.000557439 0.000431493 0.000430981 0.00091582 0.000740463 0.0018533 0.000460851 0.000386586 0.000376648 threshold=1.0000000180025095e-35 -4.4999999999999991 15.500000000000002 1.0000000180025095e-35 0.23123827392120072 4.5000000000000009 0.90501253132832093 1.0000000180025095e-35 -87.499999999999986 16.500000000000004 33.500000000000007 4.5000000000000009 -8.4999999999999982 1.5000000000000002 280.50000000000006 1813.0000000000002 -1.0000000180025095e-35 20.500000000000004 0.091229193341869366 -8.4999999999999982 -129.49999999999997 11.500000000000002 0.90943267259056748 0.98004975124378124 0.7576941287878789 0.76764950166112966 0.76728257406817468 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3.4846319977077662e-05 0.99989646673202526 0.00099748477805400022 8.8294510192099562e-07 0.98755538463592529 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6.0750000000000011 5.6550000000000011 1.0000000180025095e-35 8.615000000000002 1.0000000180025095e-35 5.3450000000000006 1.0000000180025095e-35 0.99998754262924205 0.026551560498774003 5.285000000000001 5.4143545185070261e-06 1.0000000180025095e-35 6.1550000000000011 6.1150000000000011 1.0000000180025095e-35 2.9750000000000005 0.011652591172605703 1.0000000180025095e-35 17.500000000000004 6.4450000000000012 5.2250000000000005 decision_type=2 2 2 2 2 2 2 2 2 10 8 2 8 2 8 2 2 2 10 2 2 8 10 2 10 2 2 8 8 10 left_child=1 4 5 7 -1 8 10 21 14 15 11 25 13 24 -2 -6 -4 29 -9 -17 26 23 -15 -3 -7 -5 -11 -28 -26 -8 right_child=2 3 16 6 9 12 17 18 -10 20 -12 -13 -14 22 -16 19 -18 -19 -20 -21 -22 -23 -24 -25 28 -27 27 -29 -30 -31 leaf_value=-0.0091895279765636904 6.4424346256635091e-05 -0.0062500273572105546 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102.027 internal_count=911180 742926 168254 172300 570626 42923 75413 96887 22902 205421 30799 27661 20021 13649 10673 182488 125331 44614 63007 112391 22933 33880 7132 32445 6517 24852 22205 18511 3200 30830 is_linear=0 shrinkage=0.01 Tree=678 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 10 12 12 10 12 10 10 12 12 12 10 10 6 6 10 3 12 3 10 48 12 10 10 6 split_gain=1108.2 0.158507 0.025057 0.0189706 0.0109194 0.00350658 0.0033446 0.00279934 0.0025044 0.00229404 0.00183102 0.00162148 0.00154937 0.00132491 0.00114293 0.000990021 0.000860571 0.000575747 0.000630159 0.000543079 0.000530853 0.000486088 0.000480978 0.000470109 0.000462168 0.000460904 0.000422424 0.00041734 0.000408424 0.000653348 threshold=1.0000000180025095e-35 0.0013712961226701001 0.2688089013099671 3.2062489481177188e-05 0.65440738201141369 1.7613556906326269e-06 3.0850000000000004 0.026551560498774003 0.97252115607261669 2.8250000000000006 0.00017857718921725002 3.1750000000000003 3.4650000000000003 0.026551560498774003 0.99473056197166454 0.99766892194747936 3.3950000000000005 5.8150000000000004 3.5000000000000004 1.5000000000000002 2.3350000000000004 1.0000000180025095e-35 0.0043998162727802515 0.96178188899707895 3.0850000000000004 1.0000000180025095e-35 9.1954279923811565e-07 3.1750000000000003 5.8950000000000005 11.500000000000002 decision_type=2 2 2 2 2 2 10 2 2 10 2 10 10 2 2 2 10 8 2 2 10 2 2 2 8 2 2 10 10 2 left_child=4 3 7 5 13 19 24 11 27 14 28 -3 -7 -1 -6 -11 -9 18 -14 -2 -15 -12 -13 -23 -5 -18 -21 -4 29 -8 right_child=1 2 8 6 9 12 10 16 -10 15 21 22 17 20 -16 -17 25 -19 -20 26 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.01000924713892525 0.01076620807939211 0.010167651537035818 0.010050439718809361 0.010348722215819148 -0.010212469725636499 0.010500229279735776 0.010533622461535455 0.010102169701618032 0.010022619070282377 -0.010100493351788921 0.010314664964940379 0.0103308630501483 0.010668397350499553 -0.010116657061484085 -0.010410326856624318 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520 91 104 58 22322 440 1223 81 269 2042 49 7585 82 86 internal_value=0 0.010154 0.0100816 0.0105594 -0.0100319 0.0107533 0.0104398 0.0102077 0.0100383 -0.0101617 0.0104853 0.0102562 0.0106778 -0.0100165 -0.0102772 -0.0101274 0.0101585 0.0107199 0.0107576 0.0109021 -0.0100536 0.0104303 0.0102872 0.0104481 0.0102946 0.0101848 0.0109401 0.0100852 0.0105716 0.0106001 internal_weight=0 540.1 458.273 81.8267 547.838 31.2156 50.6111 117.221 341.052 57.9415 38.5368 59.0635 20.7077 489.897 13.2629 44.6786 58.1578 16.736 11.8511 10.5079 80.5753 23.5246 43.7528 20.3746 12.0743 39.6556 8.20951 85.1842 15.0122 11.5558 internal_count=911180 169666 167716 1950 741514 515 1435 7640 160076 5928 940 2864 372 735586 625 5303 4776 278 187 143 23536 632 1776 521 495 2562 107 13507 308 226 is_linear=0 shrinkage=0.01 Tree=679 num_leaves=31 num_cat=0 split_feature=11 10 3 10 10 0 2 10 10 5 5 10 10 10 10 2 2 5 10 2 10 5 10 10 3 10 2 3 19 2 split_gain=1097.07 0.0382941 0.00629145 0.00372964 0.00261791 0.00255136 0.00261767 0.00223008 0.00210567 0.00248884 0.00115739 0.00105911 0.000894762 0.000850583 0.000653391 0.000540507 0.000517459 0.000514843 0.000511238 0.000504683 0.000493531 0.00105898 0.000484591 0.000840203 0.00064084 0.000450663 0.000427805 0.000402074 0.000392907 0.000373283 threshold=1.0000000180025095e-35 3.3950000000000005 1.0000000180025095e-35 9.7700000000000014 2.8250000000000006 1.0000000180025095e-35 0.091372912801484213 2.5450000000000004 7.4250000000000007 2.5000000000000004 15.500000000000002 8.3400000000000016 3.7650000000000001 5.6550000000000011 6.9050000000000011 0.57932875667429451 0.90940656565656586 1.5000000000000002 5.245000000000001 1.0000000180025095e-35 9.7700000000000014 5.5000000000000009 4.995000000000001 4.9850000000000012 0.53302180685358269 5.5150000000000006 0.034723896792862259 1.0000000180025095e-35 1.0000000180025095e-35 0.17416582406471184 decision_type=2 10 2 10 10 2 2 10 10 10 10 10 10 10 10 2 2 10 10 2 8 10 10 10 2 10 2 2 2 2 left_child=4 7 18 5 -1 6 11 -2 9 12 26 14 28 16 19 -11 22 -10 -3 -4 -20 -22 23 -14 -24 -17 -5 -6 -8 -25 right_child=1 2 3 10 27 -7 8 -9 17 15 -12 -13 13 -15 -16 25 -18 -19 20 -21 21 -23 24 29 -26 -27 -28 -29 -30 -31 leaf_value=-0.01008794913956444 0.010042932506221713 0.010160877342305245 0.010141571436201417 0.010094903020729382 -0.010045823021882736 0.010169053830566417 0.0101826743752534 0.010105796407884957 0.010213211543694461 0.010419533459917273 0.010986173580640267 0.010274434326180042 0.010283266267823004 0.010229125223336293 0.010042558686041446 0.010387950481595522 0.01067087326554607 0.010066907026644352 0.010088519517174646 0.010253918868897101 0.010875549795928911 0.010063170513236179 0.010275511040897908 0.010523248791780149 0.010352820907126106 0.010187482477197194 0.010529431940607683 -0.010019273845818986 0.01053789260856112 0.010075429789931239 leaf_weight=71.526328834646847 170.4589482099982 27.230332033825107 13.790879516163846 0.24595468386542041 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542.404 226.218 193.103 254.817 159.744 150.112 3.68859 33.3586 129.563 117.445 24.1055 20.5494 93.5009 9.63225 50.0841 19.422 22.8538 0.692358 93.1343 49.619 43.5152 4.51395 3.1212 470.878 12.1174 2.8616 internal_count=911180 169666 41554 31071 741514 30721 24451 128112 17667 15240 350 6784 13796 11760 6003 1444 8728 2427 10483 2612 6449 143 8715 5630 3085 371 338 711747 2036 949 is_linear=0 shrinkage=0.01 Tree=680 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 48 12 48 48 10 10 48 48 29 12 10 12 10 29 10 10 10 10 10 10 12 10 10 12 5 split_gain=249.091 78.0623 35.153 8.40855 5.80185 3.2727 2.73539 2.66177 1.80801 1.49168 1.32768 1.27031 1.25946 1.16399 1.12447 1.09533 1.06913 0.804305 0.770878 0.792987 0.758826 0.698403 0.655321 0.629846 0.598917 0.586641 0.556362 0.544141 0.542427 0.480282 threshold=0.51461192965507518 5.9116524425917312e-05 0.99989646673202526 8.8294510192099562e-07 0.0035319819580763002 1.0000000180025095e-35 0.98755538463592529 1.0000000180025095e-35 1.0000000180025095e-35 5.6550000000000011 8.615000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6.1143434777477532e-06 5.3450000000000006 0.99998754262924205 5.285000000000001 1.0000000180025095e-35 6.6750000000000007 5.7750000000000012 2.5450000000000004 5.3150000000000004 6.1150000000000011 2.9750000000000005 0.00032736793218645006 6.2350000000000012 6.4450000000000012 0.068259380757808671 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 8 8 2 2 2 2 8 2 10 2 8 8 10 10 10 10 2 10 8 2 10 left_child=1 3 6 29 5 18 11 9 20 13 12 15 24 -6 26 -2 -4 25 19 -3 -5 -9 -16 -14 -8 -7 -10 -26 -23 -1 right_child=2 4 16 8 7 17 10 21 14 -11 -12 -13 23 -15 22 -17 -18 -19 -20 -21 -22 28 -24 -25 27 -27 -28 -29 -30 -31 leaf_value=-0.0092689067447371716 0.00026651229993336525 -0.0056199124858050441 0.0074012162745443122 -0.0077408815286805488 -0.0023310744672804351 -0.0028370399355629418 0.0048852470486375815 -0.00057767972888014916 -0.0066497162367280538 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7.913377622870029 1.9531943225301791 59.811485506012104 3.7957114574965081 leaf_count=355251 6009 29142 9783 73521 19558 25279 3317 3351 69540 2701 6372 10434 4120 2006 44053 3130 115548 15959 4837 812 8155 19057 17810 3012 2794 24024 12166 406 9079 9954 internal_value=0 -0.0035828 0.00652722 -0.00745617 -0.000660893 -0.00213646 0.00338841 0.000339203 -0.00580644 -0.00116308 0.00495982 0.00243863 0.00431143 -0.00178799 -0.00499974 0.00118683 0.00949912 -0.0012776 -0.00453566 -0.00516267 -0.00728756 0.00109531 -0.00399751 0.00571599 0.00272875 -0.00177456 -0.00614502 0.0016862 0.00136312 -0.00917472 internal_weight=0 689.741 376.845 296.583 393.158 158.825 183.276 234.333 151.322 78.4548 69.0436 114.232 56.6567 65.0865 97.9648 47.4167 193.569 116.957 41.8678 34.5011 53.3568 155.879 52.2452 30.0175 26.6392 86.053 45.7196 17.9577 134.369 145.261 internal_count=911180 746255 164925 590450 155805 100053 39594 55752 225245 24265 20021 19573 13649 21564 143569 9139 125331 65262 34791 29954 81676 31487 61863 7132 6517 49303 81706 3200 28136 365205 is_linear=0 shrinkage=0.01 Tree=681 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 48 48 12 48 48 29 12 12 12 19 12 48 12 29 19 6 12 2 2 4 29 12 6 6 19 split_gain=245.268 77.2821 35.1883 7.29551 6.88109 3.0584 2.80623 2.70385 1.44047 1.24794 1.23113 1.08853 0.944289 0.7883 0.695429 0.691239 0.59989 0.575304 0.561469 0.553622 0.412527 0.355537 0.354697 0.365934 0.353591 0.374832 0.348574 0.331778 0.310123 0.308749 threshold=0.51461192965507518 3.4846319977077662e-05 0.99989646673202526 0.0013712961226701001 8.8294510192099562e-07 1.0000000180025095e-35 1.0000000180025095e-35 0.98755538463592529 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.99998754262924205 0.036334333941340412 4.0456557144352709e-06 1.0000000180025095e-35 0.011652591172605703 1.0000000180025095e-35 0.00017857718921725002 1.0000000180025095e-35 1.0000000180025095e-35 13.500000000000002 0.8784809708595277 0.53873431533006011 0.71483516483516496 18.500000000000004 1.0000000180025095e-35 2.3838758522742867e-07 30.500000000000004 212.50000000000003 1.0000000180025095e-35 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 8 2 2 2 2 2 left_child=1 4 7 6 26 10 18 9 19 24 14 -4 -7 -10 15 -5 -9 -8 29 -6 -21 -11 -16 -24 -2 -26 -1 -12 -17 -3 right_child=2 3 11 5 8 12 17 16 13 21 27 -13 -14 -15 22 28 -18 -19 -20 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0095508704640456764 0.0047159539003623083 -0.0058793639565116844 0.0073678433065532513 -0.0040373413241146881 -0.0077403539014641821 0.00019392105272862247 -0.0027250431603983976 0.0039843060998584878 -0.00633288261439634 0.0026430366552346236 0.0022266563465437768 0.0097574407342852117 0.0016219927100624579 -0.0043876651780467056 -0.0010698509344850037 -0.0018366020803240208 0.0058515146948928069 -0.0011759629364727162 -0.0023028367488815323 -0.0076944309360172467 -0.0013111039511673589 0.0041114881162657496 0.0052145898927611432 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0.00222382 0.00177998 0.0015263 0.00149608 0.00125232 0.00113835 0.000975645 0.000806987 0.000899466 0.000778492 0.000733967 0.000654022 0.000643237 0.000614591 0.000556329 0.000505691 0.000499385 0.000442068 0.000428624 0.000418789 0.000389181 threshold=1.0000000180025095e-35 0.0013712961226701001 0.2688089013099671 3.2062489481177188e-05 0.65440738201141369 1.7613556906326269e-06 3.0850000000000004 0.026551560498774003 0.97252115607261669 2.8250000000000006 0.00017857718921725002 3.1750000000000003 3.4650000000000003 0.026551560498774003 0.99473056197166454 0.99766892194747936 3.3950000000000005 -385.49999999999994 0.045804195804195758 0.040202020202020204 0.055738304093567205 -390.49999999999994 0.034723896792862259 0.16252188240140047 5.7526181080902469e-06 2.3350000000000004 3.0850000000000004 5.8350000000000009 0.0043998162727802515 3.1750000000000003 decision_type=2 2 2 2 2 2 10 2 2 10 2 10 10 2 2 2 10 10 2 2 2 10 2 2 2 10 8 10 2 10 left_child=4 3 7 5 13 23 26 11 29 14 20 -3 -7 -1 -6 -11 -9 -18 -14 -12 -8 -13 -23 -2 -20 -15 -5 -26 -24 -4 right_child=1 2 8 6 9 12 10 16 -10 15 19 21 18 25 -16 -17 17 -19 24 -21 -22 22 28 -25 27 -27 -28 -29 -30 -31 leaf_value=-0.010009040462737189 0.010766333405282642 0.010164505605221865 0.010049308391657854 0.010343432625135381 -0.010209256056215739 0.010495469989069941 0.010422914824142999 0.010100082995340369 0.010021887772432552 -0.010099139780593827 0.010310922038398604 0.010409313049563286 0.010553488056340389 -0.010114381865893673 -0.010407668407260458 -0.010208116337280684 0.010306878213037964 0.010162491137206707 0.010834804265905683 0.010451275478106202 0.010594795870646986 0.010192977919203738 0.010337622224884791 0.010937719554659713 0.010739587546045704 -0.010042397480515287 0.010220428770666845 0.010584204248137533 0.010261784526158377 0.010097055939354463 leaf_weight=396.76443343001301 2.4842233918607253 15.031531248241661 23.993373978417367 6.7450093282386634 8.7895344649441522 3.9387372564524439 2.7093409467488518 18.13443861156702 246.66064389725216 33.165889564203098 4.6666944008320597 3.6116865640506139 2.6024478487670448 11.233675761846824 4.3092763843014827 10.920367580372838 4.9445231296122065 33.85938742896542 4.1257075332105151 18.481762571260333 12.103513156995175 8.2219484942033869 11.645325883291664 7.9717537350952625 7.5238135419785959 67.821771827759221 5.1547402106225499 2.3235308360308409 19.431996715255082 59.164643342839554 leaf_count=712050 39 1088 5922 226 497 94 71 2214 146569 4631 164 107 53 1214 128 672 199 2363 59 468 237 465 385 104 120 22322 269 46 819 7585 internal_value=0 0.0101531 0.0100803 0.0105533 -0.0100317 0.0107471 0.010433 0.0102036 0.0100374 -0.0101601 0.0104778 0.0102512 0.0106707 -0.0100163 -0.0102745 -0.0101261 0.0101552 0.0101809 0.0107123 0.010423 0.0105634 0.0102816 0.0102699 0.010897 0.0107419 -0.0100526 0.0102901 0.0107029 0.0102902 0.0100833 internal_weight=0 525.531 444.699 80.8313 533.005 30.9702 49.8611 114.881 329.819 57.1851 37.9613 57.9425 20.5142 475.82 13.0988 44.0863 56.9383 38.8039 16.5755 23.1485 14.8129 42.911 39.2993 10.456 13.9731 79.0554 11.8997 9.84734 31.0773 83.158 internal_count=911180 169666 167716 1950 741514 515 1435 7640 160076 5928 940 2864 372 735586 625 5303 4776 2562 278 632 308 1776 1669 143 225 23536 495 166 1204 13507 is_linear=0 shrinkage=0.01 Tree=683 num_leaves=31 num_cat=0 split_feature=12 12 12 1 12 12 12 12 1 1 12 12 12 1 12 12 3 4 3 12 3 12 6 6 4 2 2 2 6 2 split_gain=239.056 75.7485 34.8822 8.10769 6.86769 5.54808 2.86442 2.64109 2.29378 2.10614 1.09739 0.999837 0.982433 0.842386 0.610001 0.398928 0.37414 0.391527 0.361272 0.352141 0.348715 0.347607 0.325806 0.317403 0.299376 0.291909 0.267686 0.26065 0.258655 0.476219 threshold=0.51461192965507518 3.4846319977077662e-05 0.99989646673202526 -390.49999999999994 8.8294510192099562e-07 0.0035319819580763002 0.0089773964136838514 0.98755538463592529 -4.4999999999999991 -348.49999999999994 0.99998754262924205 0.00017857718921725002 4.0456557144352709e-06 -380.49999999999994 0.068259380757808671 0.8784809708595277 0.31281565656565663 19.500000000000004 0.78297101449275375 2.3838758522742867e-07 0.69951456310679616 0.0006371206545736001 212.50000000000003 786.50000000000011 16.500000000000004 0.40553289138194804 0.88478556841388711 0.75110619469026563 15.500000000000002 0.051836094939543158 decision_type=2 2 2 10 2 2 2 2 8 10 2 2 2 10 2 2 2 8 2 2 2 2 2 2 8 2 2 2 2 2 left_child=1 4 7 6 19 11 21 8 15 -6 -4 20 18 25 16 -2 17 -7 -11 -1 -5 -3 -8 -15 -10 -9 27 -26 -14 -30 right_child=2 3 10 5 9 14 22 13 24 12 -12 -13 28 23 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 29 -31 leaf_value=-0.0095425848924121457 0.0027381001335737231 -0.0064388180198137026 0.0073337654200028857 -0.0033892098991434665 -0.007999103493810663 -0.0042248230492086484 -0.0021096714030616089 0.0025035204698802306 0.0052291319702737395 -0.0068829247809201631 0.0097521668703114631 -0.00095764374663169938 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21.341052145551657 leaf_count=235053 6000 22406 9783 28101 59412 632 14755 4008 315 59192 115548 48244 35839 9896 11829 5893 19183 4597 16111 130152 12744 12209 929 23 6640 6094 581 144 2519 32348 internal_value=0 -0.00353189 0.00646674 -0.000803227 -0.00762042 -6.34096e-05 -0.00349447 0.00333114 0.00239368 -0.00596494 0.00948057 -0.0015243 -0.00517079 0.00488847 0.00112559 0.00338862 0.000603957 -0.000464473 -0.00635511 -0.00914688 -0.00275545 -0.00556439 -0.00191843 0.00584948 0.000352138 0.00359899 0.00018624 -4.90259e-05 -0.00428612 -0.00352193 internal_weight=0 678.981 369.117 407.211 271.77 319.407 87.8042 180.904 112.927 130.375 188.213 143.317 93.7678 67.9779 176.09 75.9248 98.6238 24.5998 40.0936 141.394 45.1724 37.9552 49.849 38.9498 37.0017 29.0281 35.7845 33.3191 53.6741 24.2667 internal_count=911180 746255 164925 175629 570626 125330 50299 39594 19573 205421 125331 89089 146009 20021 36241 11893 24412 5229 75303 365205 40845 34615 15684 9919 7680 10102 7365 6784 70706 34867 is_linear=0 shrinkage=0.01 Tree=684 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 10 12 12 10 12 10 10 12 12 12 10 1 1 10 0 12 10 10 3 3 10 10 3 10 split_gain=1063.44 0.150243 0.0228273 0.0187716 0.0103826 0.00357324 0.00311319 0.00258021 0.00226815 0.00217995 0.00175685 0.00148162 0.00147165 0.00121698 0.00113384 0.000969261 0.000781774 0.000880672 0.000637683 0.000571986 0.000521119 0.000491776 0.000483513 0.00046603 0.000450024 0.000436642 0.000431269 0.000392982 0.000407647 0.000376148 threshold=1.0000000180025095e-35 0.0013712961226701001 0.2688089013099671 3.2062489481177188e-05 0.65440738201141369 1.7613556906326269e-06 3.0850000000000004 0.026551560498774003 0.97252115607261669 2.8250000000000006 0.00017857718921725002 3.1750000000000003 3.4650000000000003 0.026551560498774003 0.99473056197166454 0.99766892194747936 3.3950000000000005 -385.49999999999994 -390.49999999999994 5.8150000000000004 1.0000000180025095e-35 0.0043998162727802515 2.3350000000000004 5.1150000000000011 1.0000000180025095e-35 0.96178188899707895 3.0850000000000004 5.8950000000000005 1.0000000180025095e-35 3.1750000000000003 decision_type=2 2 2 2 2 2 10 2 2 10 2 10 10 2 2 2 10 10 10 10 2 2 10 10 2 2 8 10 2 10 left_child=4 3 7 5 13 23 26 11 29 14 27 -3 -7 -1 -6 -11 -9 -18 -13 20 -14 -20 -15 -2 -12 -26 -5 28 -8 -4 right_child=1 2 8 6 9 12 10 16 -10 15 24 18 19 22 -16 -17 17 -19 21 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.010008938309383817 0.010816943239633564 0.010162948935045348 0.010048748980916185 0.010340621212896093 -0.010207464291217935 0.010492712518628296 0.010419654052000555 0.010099035602607125 0.010021530073433916 -0.010098502991948059 0.01030656363338167 0.010406421882396313 0.010778794317827535 -0.010113195761351104 -0.010406031927944391 -0.010207398148487203 0.010304144655231951 0.010160650424864436 0.010313257753186292 0.010616336443143234 0.01061010457335433 0.010239713538271966 -0.010042019857687915 0.010952090231071637 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0.000320828 0.00031568 0.000282419 0.000280502 0.000274693 0.000238543 0.000215501 0.00020233 threshold=1.0000000180025095e-35 0.0013712961226701001 0.2688089013099671 3.2062489481177188e-05 0.65440738201141369 1.7613556906326269e-06 0.026551560498774003 0.97252115607261669 0.00019807765784200004 0.99977076053619396 0.026551560498774003 0.045804195804195758 1.0000000180025095e-35 0.040202020202020204 0.97252115607261669 5.1029428504989491e-06 0.16252188240140047 1.0000000180025095e-35 0.0055486904457211009 0.48846085567193326 1.0000000180025095e-35 0.51739261947973392 0.012270400481782552 1.0000000180025095e-35 0.95469208211143708 1.5000000000000002 0.65440738201141369 0.055738304093567205 1.0000000180025095e-35 5.9116524425917312e-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 10 2 2 2 2 left_child=4 3 6 5 10 16 18 26 13 14 -1 -7 -10 -5 -6 -13 -2 29 23 -17 24 -11 -8 -3 -14 -18 -4 -20 -24 -15 right_child=1 2 7 8 9 11 22 -9 12 21 -12 15 20 17 -16 19 25 -19 27 -21 -22 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20.129444224992767 7.6139902230352146 4.3095585145056248 2.8113147821277371 7.0032123555429306 5.1422117687761784 4.2444227840751401 2.4280328573659062 35.58734307368286 20.765003051608801 1.8917505210265506 3.5712534114718437 47.253065636265092 24.088959636166692 7.6039588518906376 9.9258743273094279 leaf_count=712050 39 285 4269 100 4013 72 1368 146569 222 167 23536 65 498 75 1612 129 60 83 486 106 162 136 2590 834 70 44 9238 1259 818 225 internal_value=0 0.010151 0.0100789 0.0105444 -0.0100313 0.0107359 0.0101995 0.0100366 0.010425 -0.0101577 -0.010016 0.0106598 0.0103702 0.0105042 -0.0101348 0.0106872 0.0108847 0.0105285 0.0102462 0.0106548 0.0103928 -0.0103185 0.010152 0.0102781 0.0104105 0.010925 0.0100815 0.0102199 0.0101649 0.0105535 internal_weight=0 513.334 433.772 79.5619 520.544 30.5554 112.623 321.149 49.0065 56.2508 464.294 20.2213 28.9683 20.0382 49.2372 16.948 10.3341 16.6191 56.836 12.7562 24.0498 7.01357 55.7875 25.7438 19.8054 7.88081 81.3539 31.0922 43.1913 13.8078 internal_count=911180 169666 167716 1950 741514 515 7640 160076 1435 5928 735586 372 952 483 5625 300 143 383 2864 235 730 303 4776 1119 568 104 13507 1745 3408 300 is_linear=0 shrinkage=0.01 Tree=686 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 10 10 10 12 12 10 12 12 12 19 3 4 12 10 10 3 4 10 10 10 12 10 4 10 10 split_gain=230.712 81.6867 25.3284 8.3262 6.66217 1.76035 1.65399 1.30468 1.21303 1.09536 1.07447 1.13546 0.900322 0.853963 0.625969 0.62212 0.548743 0.512474 0.457045 0.435069 0.389121 0.37699 0.386196 0.356693 0.35321 0.352426 0.370892 0.305395 0.31359 0.277845 threshold=0.78322452306747448 5.9116524425917312e-05 0.99989646673202526 8.8294510192099562e-07 0.0035319819580763002 8.2700000000000014 6.0750000000000011 5.455000000000001 6.1143434777477532e-06 0.99998754262924205 5.4450000000000012 0.13270235061645502 0.0006371206545736001 0.99473056197166454 1.0000000180025095e-35 0.22271825396825398 17.500000000000004 0.98755538463592529 8.2000000000000011 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12918 21130 internal_value=0 -0.00320886 0.00703608 -0.0073677 -0.000419251 0.00378077 -0.00569821 -0.00207784 -0.00611195 0.00947072 0.000533888 0.000246369 -0.00265202 0.0032931 -0.00294574 0.00193024 -0.0034425 0.00642052 0.00263864 0.00729911 -0.00228515 -0.00715984 -0.00677314 0.00271254 -0.00519513 -0.009132 -0.00849395 -0.00345115 -0.00442432 -0.00294521 internal_weight=0 704.101 319.581 282.677 421.425 136.744 145.241 153.797 126.262 182.837 267.628 221.931 110.754 115.421 18.979 45.697 17.6578 21.3231 73.1015 20.6091 12.3393 58.919 47.7573 72.4686 67.3429 137.436 53.1132 62.0265 21.2166 40.8099 internal_count=911180 752740 158440 590450 162290 33109 225245 100053 200866 125331 62237 52895 80419 23917 24379 9342 23593 9192 12845 9783 14549 110804 87941 12774 90062 365205 130152 54341 20395 33946 is_linear=0 shrinkage=0.01 Tree=687 num_leaves=31 num_cat=0 split_feature=11 10 6 48 3 5 10 10 10 48 10 5 6 5 10 29 10 48 3 6 5 5 29 10 6 6 10 10 6 6 split_gain=1038.52 0.03489 0.0114892 0.00446026 0.0029925 0.00280165 0.00253287 0.00240586 0.00210673 0.00203025 0.00175055 0.00176044 0.00159503 0.00146363 0.0011106 0.00109828 0.00108305 0.00103651 0.000893947 0.000804535 0.000727515 0.000703271 0.000634984 0.00053347 0.000531541 0.000527736 0.000523678 0.000508578 0.00050574 0.000485402 threshold=1.0000000180025095e-35 3.3950000000000005 32.500000000000007 1.0000000180025095e-35 0.22271825396825398 6.5000000000000009 9.7700000000000014 2.8250000000000006 1.0000000180025095e-35 1.0000000180025095e-35 6.3250000000000011 1.5000000000000002 1.5000000000000002 2.5000000000000004 5.9350000000000014 1.0000000180025095e-35 3.9950000000000006 1.0000000180025095e-35 0.94146202170188464 317.50000000000006 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 5.245000000000001 20.500000000000004 3.5000000000000004 4.5950000000000006 4.3550000000000013 19.500000000000004 40.500000000000007 decision_type=2 10 2 2 2 10 10 10 10 2 10 10 2 10 10 2 10 2 2 2 8 10 2 10 2 2 10 10 2 2 left_child=7 3 4 15 23 13 10 17 -5 -8 12 -12 20 14 16 -2 22 -1 21 -18 26 24 -4 -3 28 -10 -6 -23 -14 -17 right_child=1 2 5 8 6 -7 9 -9 25 -11 11 -13 18 -15 -16 29 19 -19 -20 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010133695117952576 0.010027364610927321 0.010156733238760629 0.010228090794765299 0.010069555696403908 0.010146962032585886 0.010951146100021451 0.010064160538016518 -0.010022728429466872 0.010145430524352945 0.010708841380396883 0.010240945694269398 0.010057849007072269 0.01026847899839854 0.010464899366056419 0.010252273523887731 0.010122056288623569 0.010359591268186769 -0.010054374876200575 0.010166918171973516 0.0105124804194542 0.010292278521119578 0.01019692844113387 0.010615859856830697 0.010092350722875294 0.010172836182617405 0.010219067395919169 0.010205006207921611 0.010363937163087273 0.010536293793597726 0.010358933251396214 leaf_weight=27.642766155302525 153.3023130898946 28.383438415476121 7.5977565993089211 38.967549394001253 24.031048812204972 0.76260052714496751 0.67127991782035601 445.10025857490837 27.820148732280359 1.7940177007112652 8.523856160813013 13.677158436039461 24.584472695132725 8.2721614215988648 15.990389355691148 2.9185640739742658 24.606622745515782 40.775223536766134 7.8311587222851804 4.0015652561560264 6.8986218266654751 2.133661887026391 0.44714870490133751 23.546545529388823 6.1981751315761349 14.969389063538982 44.008175317663699 12.538857266772537 0.72593306959606607 1.229514919221401 leaf_count=8134 105224 4411 1130 15439 5300 16 227 711747 4697 59 931 6866 2273 368 1463 712 1702 21633 1002 183 664 345 13 7036 1276 1932 5428 825 36 108 internal_value=0 0.0101506 0.0102291 0.0100628 0.0101932 0.0103488 0.0102154 -0.0100312 0.0101227 0.0105333 0.0102102 0.0101281 0.0102243 0.0103412 0.0103218 0.0100317 0.0103522 -0.0100864 0.0102657 0.010381 0.0101944 0.0102825 0.0102496 0.0101275 0.0102558 0.0101712 0.0101845 0.0103397 0.0102762 0.0101923 internal_weight=0 506.432 267.225 239.207 205.546 61.6782 153.616 513.518 81.7571 2.4653 151.151 22.201 128.95 60.9156 52.6435 157.45 36.6531 68.418 54.0123 28.6082 74.9378 46.1811 8.04491 51.93 31.5086 42.7895 68.0392 14.6725 25.3104 4.14808 internal_count=911180 169666 41554 128112 36679 4875 25232 741514 22068 286 24946 7797 17149 4859 4491 106044 3028 29767 5757 1885 11392 4755 1143 11447 3585 6629 10728 1170 2309 820 is_linear=0 shrinkage=0.01 Tree=688 num_leaves=31 num_cat=0 split_feature=11 48 3 29 5 3 5 3 5 5 2 2 2 3 5 5 3 3 5 3 3 4 4 4 5 3 3 3 3 3 split_gain=1028.1 0.017249 0.00689559 0.00386062 0.00323536 0.00222994 0.00191474 0.000931363 0.000832336 0.000807618 0.000782509 0.000771371 0.00075611 0.000713472 0.000705205 0.000630573 0.00061475 0.000530514 0.000537967 0.000937149 0.00065042 0.00047062 0.000413142 0.000374625 0.00036685 0.00053319 0.000361167 0.000344615 0.000503766 0.000325194 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 15.500000000000002 0.99938118811881205 2.5000000000000004 0.50952467343976793 1.5000000000000002 5.5000000000000009 0.028778467908902653 0.48846085567193326 0.40758719884933481 0.25108695652173912 6.5000000000000009 1.5000000000000002 0.6401754385964914 0.68091632946090597 1.5000000000000002 0.90501253132832093 0.90943267259056748 18.500000000000004 2.5000000000000004 27.500000000000004 2.5000000000000004 0.30032679738562096 0.98286867204695538 0.64729990356798472 0.62453007518796999 0.90501253132832093 decision_type=2 2 2 2 10 2 10 2 10 8 2 2 2 2 10 10 2 2 10 2 2 10 8 10 10 2 2 2 2 2 left_child=13 3 -3 7 5 6 17 24 11 21 -5 -9 15 -1 -11 16 -12 27 -19 -20 -21 -8 -7 -10 -2 -26 -25 28 -4 -23 right_child=1 2 4 10 -6 22 9 8 23 14 12 -13 -14 -15 -16 -17 -18 18 19 20 -22 29 -24 26 25 -27 -28 -29 -30 -31 leaf_value=-0.010053875789867415 0.010056011089439727 0.010107707426913621 0.010215666820438276 0.010105171223308285 0.01101072235034169 0.01067850735918009 0.010184586665121032 0.01008223039139601 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2.2659197227330887 13.934089085320009 6.7980663150083265 0.88599277834873547 leaf_count=95121 82513 15998 13499 787 7 13 245 28233 1578 703 65 28 765 646393 38 69 276 3341 2106 3204 167 1481 4338 3654 2209 489 1000 2137 629 94 internal_value=0 0.0101491 0.0102038 0.0100862 0.0102306 0.0102286 0.0102395 0.0100751 0.0101027 0.0103254 0.0102353 0.0100847 0.0102725 -0.0100309 0.0101569 0.0103533 0.0102885 0.0102277 0.0102535 0.0102063 0.010087 0.0103465 0.0101308 0.0101616 0.0100596 0.0101328 0.0101844 0.0102152 0.0102219 0.0103608 internal_weight=0 501.465 268.035 233.43 209.645 209.115 188.15 217.264 78.2263 22.7881 16.1659 59.8394 12.5733 508.424 2.52867 6.03177 4.30266 165.362 53.7112 16.6665 4.71962 20.2594 20.9648 18.3869 139.038 6.52152 14.6427 111.651 97.7169 18.6099 internal_count=911180 169666 48000 121666 32002 31995 27644 119704 34493 2561 1962 28261 1175 741514 741 410 341 25083 8818 5477 3371 1820 4351 6232 85211 2698 4654 16265 14128 1575 is_linear=0 shrinkage=0.01 Tree=689 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 10 12 12 10 12 10 10 12 12 12 2 10 1 2 2 1 2 2 12 10 10 10 12 10 split_gain=1017.78 0.134842 0.0202181 0.0170251 0.00933809 0.00326839 0.00277386 0.00229361 0.00200295 0.00196854 0.00157972 0.00131628 0.00131221 0.00108149 0.00103474 0.000880864 0.000696268 0.000690727 0.000780799 0.000637151 0.00057465 0.000567211 0.000527387 0.000506183 0.00045681 0.000429675 0.000388655 0.000388607 0.00036858 0.000331345 threshold=1.0000000180025095e-35 0.0013712961226701001 0.2688089013099671 3.2062489481177188e-05 0.65440738201141369 1.7613556906326269e-06 3.0850000000000004 0.026551560498774003 0.97252115607261669 2.8250000000000006 0.00017857718921725002 3.4650000000000003 3.1750000000000003 0.026551560498774003 0.99473056197166454 0.99766892194747936 0.045804195804195758 3.3950000000000005 -385.49999999999994 0.040202020202020204 0.055738304093567205 -390.49999999999994 0.034723896792862259 0.16252188240140047 5.7526181080902469e-06 2.3350000000000004 5.8350000000000009 3.0850000000000004 0.0043998162727802515 3.1750000000000003 decision_type=2 2 2 2 2 2 10 2 2 10 2 10 10 2 2 2 2 10 10 2 2 10 2 2 2 10 10 8 2 10 left_child=4 3 7 5 13 23 27 12 29 14 20 -7 -3 -1 -6 -11 -13 -9 -19 -12 -8 -14 -23 -2 -18 -15 -26 -5 -24 -4 right_child=1 2 8 6 9 11 10 17 -10 15 19 16 21 25 -16 -17 24 18 -20 -21 -22 22 28 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.010008579113064235 0.010736949107561337 0.010156596783599118 0.010046761281311614 0.010328091229786078 -0.010199898781550802 0.010475385075259733 0.010403706715801396 0.010095115823415291 0.010020555360695214 -0.010094857518336433 0.010296324416882522 0.010529312608142952 0.010390385522330736 -0.010108820751046504 -0.010392763639811502 -0.010200474370344935 0.010800942530102909 0.010291943367532847 0.010154157143814764 0.010430086921572157 0.010568290024865647 0.010183493845010237 0.010321295110998946 0.010903183500998352 0.010708804793199645 -0.010040402653514894 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0.0106826 0.0101473 0.0101718 0.0104031 0.0105382 0.0102678 0.0102565 0.0108638 0.0107111 -0.0100501 0.0106733 0.0102771 0.0102758 0.0100789 internal_weight=0 496.546 418.927 77.6188 503.38 29.8821 47.7367 109.349 309.578 54.805 36.3517 19.7569 55.2149 448.575 12.5639 42.2411 15.9626 54.1342 36.8819 22.1385 14.2133 40.8861 37.4303 10.1252 13.4633 75.2971 9.48169 11.385 29.6022 78.8014 internal_count=911180 169666 167716 1950 741514 515 1435 7640 160076 5928 940 372 2864 735586 625 5303 278 4776 2562 632 308 1776 1669 143 225 23536 166 495 1204 13507 is_linear=0 shrinkage=0.01 Tree=690 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 10 12 12 10 12 10 10 12 12 12 2 10 2 2 2 2 12 10 10 10 48 10 12 10 split_gain=1007.56 0.130767 0.0196159 0.0164956 0.00906162 0.00316519 0.00268889 0.00222461 0.00194371 0.00190956 0.00153102 0.00127494 0.00127261 0.00104951 0.00100352 0.000854714 0.000674483 0.00067011 0.000617717 0.000556924 0.000489894 0.000456264 0.000442359 0.000416932 0.000376855 0.000376457 0.000374885 0.000321539 0.000309682 0.000302022 threshold=1.0000000180025095e-35 0.0013712961226701001 0.2688089013099671 3.2062489481177188e-05 0.65440738201141369 1.7613556906326269e-06 3.0850000000000004 0.026551560498774003 0.97252115607261669 2.8250000000000006 0.00017857718921725002 3.4650000000000003 3.1750000000000003 0.026551560498774003 0.99473056197166454 0.99766892194747936 0.045804195804195758 3.3950000000000005 0.040202020202020204 0.055738304093567205 0.16252188240140047 0.040202020202020204 5.7526181080902469e-06 2.3350000000000004 3.0850000000000004 5.8350000000000009 1.0000000180025095e-35 3.1750000000000003 0.0043998162727802515 5.8750000000000009 decision_type=2 2 2 2 2 2 10 2 2 10 2 10 10 2 2 2 2 10 2 2 2 2 2 10 8 10 2 10 2 8 left_child=4 3 7 5 13 20 24 12 27 14 19 -7 -3 -1 -6 -11 -13 -9 -12 -8 -2 -14 -18 -15 -5 -24 -19 -4 -23 -21 right_child=1 2 8 6 9 11 10 17 -10 15 18 16 21 23 -16 -17 22 26 -20 29 -22 28 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010008493828276809 0.010729127348014796 0.010155020744355446 0.010046294658765156 0.01032473493467502 -0.010197880430448298 0.010470459451877032 0.010399535663072643 0.010094163165692374 0.010020350803543918 -0.010093909780483272 0.010293293915131179 0.010523775883779401 0.010202080180179698 -0.010107730452383728 -0.010388734185768474 -0.010198459651437794 0.010792360410822106 0.010224957171700074 0.010425639740855714 0.010588210207699247 0.010893422146170968 0.010323959036856746 0.010701274963534957 -0.010040000027990888 0.010208035935010532 0.010551993140014357 0.010151350294648694 0.010091092611117455 0.01025900998206275 0.010460905769378817 leaf_weight=369.56707470412948 2.3790261037647742 14.188436103984712 22.524672530475073 6.3993540555238697 8.3241659379564208 3.7583143245428827 2.5705619845539323 17.082164246588945 228.48496622423409 31.415121038560756 4.4161194516345885 2.4757781289517871 8.954327713698147 10.594060521107165 4.1178995380178085 10.410681051202117 3.9450612924993029 9.2745736883953196 17.510801337659359 9.1698132399469579 7.6539349071681499 11.630985976196827 7.1850715056061727 63.957524651952554 4.8754142727702865 2.2085217982530594 27.246567470952868 55.498752596322447 19.904672447126359 2.3389420649036774 leaf_count=712050 39 1088 5922 226 497 94 71 2214 146569 4631 164 53 508 1214 128 672 59 520 468 180 104 403 120 22322 269 46 2042 7585 865 57 internal_value=0 0.0101462 0.0100759 0.0105249 -0.0100303 0.01071 0.010409 0.0101916 0.0100351 -0.0101523 0.0104512 0.010636 0.0102365 -0.0100154 -0.010261 -0.0101199 0.0106754 0.0101459 0.010399 0.0105326 0.0108545 0.0102651 0.0107035 -0.0100496 0.0102743 0.0106662 0.01017 0.0100782 0.010283 0.0105623 internal_weight=0 491.677 414.79 76.8867 498.387 29.6057 47.281 108.282 306.508 54.2679 36.0062 19.5727 54.6784 444.119 12.4421 41.8258 15.8144 53.6033 21.9269 14.0793 10.033 40.49 13.3387 74.5516 11.2748 9.39359 36.5211 78.0234 31.5357 11.5088 internal_count=911180 169666 167716 1950 741514 515 1435 7640 160076 5928 940 372 2864 735586 625 5303 278 4776 632 308 143 1776 225 23536 495 166 2562 13507 1268 237 is_linear=0 shrinkage=0.01 Tree=691 num_leaves=31 num_cat=0 split_feature=10 48 10 10 10 10 2 10 48 5 10 10 48 0 0 48 5 19 2 3 3 29 5 0 3 5 10 2 10 2 split_gain=70.4849 13.2999 5.1478 4.51031 4.4593 3.15364 2.25621 1.65401 1.65297 1.60661 1.57503 1.43113 2.51364 1.42125 1.12666 1.12468 0.997697 0.883744 0.977936 0.885884 0.880815 0.932733 0.877402 0.837735 0.842484 0.83088 0.812146 0.788059 0.776031 0.739274 threshold=2.9750000000000005 1.0000000180025095e-35 4.1450000000000005 5.5050000000000008 2.9750000000000005 9.1600000000000019 1.0000000180025095e-35 6.285000000000001 1.0000000180025095e-35 1.5000000000000002 2.9750000000000005 4.995000000000001 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 0.59921259842519692 0.31281565656565663 0.99938118811881205 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 0.13453458306399482 2.5000000000000004 8.6950000000000021 0.84248120300751894 2.1250000000000004 0.13712060166532367 decision_type=10 2 10 10 8 10 2 10 2 10 8 10 2 2 2 2 8 2 2 2 2 2 8 2 2 10 8 2 10 2 left_child=1 4 25 6 28 7 13 8 22 -10 -3 16 17 -4 29 -7 23 -13 -19 -20 21 -9 -5 -8 -25 -2 -22 -14 -1 -12 right_child=2 10 3 5 -6 15 11 20 9 -11 14 12 27 -15 -16 -17 -18 18 19 -21 26 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.0058721530035448733 0.00013743166128746547 0.0004027265182642933 0.00049056086800319538 -0.0039627838741360692 0.0079979625480870072 0.0038681016265644194 -0.0025444891460963959 0.0010822428071862937 0.00087469136889523102 -0.0021938813610969973 0.0048109496646776542 -0.0060724395746116905 -0.0031109862025049373 -0.0024626581879052304 0.0045701711372044722 -0.0056680073587225734 -0.0058890288015421314 -0.0054710386616591434 -0.0063329267174035003 0.0060984474197160092 -0.0040858905451429802 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0.00433021 -0.00166691 -0.00211435 0.00614271 -0.000865648 -0.0027639 -0.000457966 -0.00136748 -0.000572702 0.00162018 -0.00313053 -0.00377068 -0.00108163 0.00281236 -0.00493099 -0.00238618 -0.00558175 -0.00211632 0.00240591 0.000593605 0.000897672 -0.00361025 -0.00218108 -0.000423893 -4.54129e-05 -0.0030181 -0.00291114 0.00466131 0.00164333 internal_weight=0 270.768 709.529 556.083 162.252 190.28 365.802 172.938 92.7325 68.4689 108.516 300.344 161.474 65.4579 54.8272 17.3426 138.87 51.9709 6.44617 2.74536 80.2054 73.9773 24.2636 131.188 22.4818 153.446 6.2281 109.503 90.2157 32.9283 internal_count=911180 153668 757512 661421 106512 219422 441999 176184 104172 69623 47156 401585 242605 40414 22963 43238 158980 83081 8865 1951 72012 63476 34549 146495 16952 96091 8536 159524 51111 13298 is_linear=0 shrinkage=0.01 Tree=692 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 2 2 2 12 2 12 12 2 2 2 2 12 12 2 2 2 12 12 2 split_gain=996.171 0.127296 0.0190889 0.0160712 0.00884737 0.00309257 0.00216395 0.00189325 0.0018625 0.00185148 0.0010244 0.00069694 0.000505787 0.000501909 0.000488039 0.000482772 0.000480293 0.000415602 0.000375464 0.000363344 0.000277819 0.000252833 0.000240139 0.000237073 0.000218292 0.000238866 0.000206661 0.000174552 0.000153943 0.000151634 threshold=1.0000000180025095e-35 0.0013712961226701001 0.2688089013099671 3.2062489481177188e-05 0.65440738201141369 1.7613556906326269e-06 0.026551560498774003 0.97252115607261669 0.00019807765784200004 0.99977076053619396 0.026551560498774003 0.045804195804195758 0.028778467908902653 0.040202020202020204 0.97252115607261669 0.16252188240140047 5.1029428504989491e-06 0.0055486904457211009 0.98936170212765973 0.48846085567193326 0.012270400481782552 0.85791925465838526 9.1954279923811565e-07 0.65440738201141369 0.98936170212765973 0.034723896792862259 0.055738304093567205 0.068259380757808671 0.99989646673202526 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=4 3 6 5 10 15 17 23 13 14 -1 -7 -10 -5 -6 -2 -13 24 -14 -18 -8 -15 29 -4 25 -3 -19 -22 -9 -17 right_child=1 2 7 8 9 11 20 28 12 -11 -12 16 18 21 -16 22 19 26 -20 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010008418488794937 0.010722167141934349 0.010213094237249858 0.010098120246813596 0.010368339699366838 -0.010102177876626621 0.010493872483211968 0.010102282951650759 0.01003438839734444 0.010264741774204873 -0.010306279911004206 -0.010049269254601419 0.010751395968894994 0.010385673969865452 0.010513985213572557 -0.010167709797918801 0.010983786661601755 0.010670263723343818 0.010160253548780578 0.010233628643822289 0.010559181576155098 0.01018374985963588 0.01033848049898888 0.010816758003848171 0.010062619057171832 0.010158206599101525 0.010290684465710421 0.010223516725184645 0.010141132028133961 0.010015355702113579 0.010868118232338939 leaf_weight=365.25825471049757 2.3576323166489619 5.1173704685643377 32.410893568536267 3.2674098927527693 27.764950649347156 3.1356136985123184 11.976683445740489 56.809114887262695 5.2583583248779204 6.7353752255439749 73.786640478356276 4.0290142465382841 20.650613395497206 15.045002274215218 19.239269976736978 2.5136786699295044 7.3106377329677326 6.6628210716880885 1.7627761680632819 4.9306001458317041 15.319343409733845 0.86820366419851858 3.0203585103154182 44.826213755994104 1.7780020651407529 17.661086830776185 22.948811851907521 25.788622250547633 168.68502684572013 2.0639313198626041 leaf_count=712050 39 275 4269 100 4013 72 1368 21440 226 303 23536 65 637 351 1612 31 129 486 89 106 1061 32 44 9238 128 716 1259 2347 125129 29 internal_value=0 0.0101452 0.0100754 0.0105205 -0.0100301 0.0107039 0.01019 0.0100348 0.0104055 -0.0101512 -0.0100153 0.0106304 0.010353 0.0104812 -0.010129 0.0108472 0.0106567 0.0102345 0.0103737 0.0106255 0.0101447 0.0105044 0.010886 0.0100775 0.0102649 0.0102733 0.0102093 0.010157 0.0100202 0.0109316 internal_weight=0 486.198 409.984 76.2138 492.784 29.3615 107.253 302.731 46.8524 53.7396 439.045 19.4059 27.6717 19.1806 47.0042 9.9556 16.2703 54.1681 22.4134 12.2412 53.0846 15.9132 7.59797 77.2371 24.5565 22.7785 29.6116 41.108 225.494 4.57761 internal_count=911180 169666 167716 1950 741514 515 7640 160076 1435 5928 735586 372 952 483 5625 143 300 2864 726 235 4776 383 104 13507 1119 991 1745 3408 146569 60 is_linear=0 shrinkage=0.01 Tree=693 num_leaves=31 num_cat=0 split_feature=10 48 10 6 10 10 10 2 48 10 4 10 10 6 2 6 39 0 29 19 2 6 6 0 2 2 2 10 48 10 split_gain=68.5324 13.0194 5.00334 5.51763 4.45635 4.41387 1.98702 1.60958 1.59253 2.04026 1.96894 1.53118 1.38284 1.58019 1.37683 1.2807 1.13927 1.09813 1.06961 1.53965 0.978248 0.977382 1.32764 0.840559 0.813883 0.768159 0.767994 0.762025 0.728548 2.24169 threshold=2.9750000000000005 1.0000000180025095e-35 4.1450000000000005 53.500000000000007 5.5050000000000008 2.9750000000000005 9.1600000000000019 0.019324122479462254 1.0000000180025095e-35 4.995000000000001 27.500000000000004 2.9750000000000005 4.9850000000000012 17.500000000000004 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 17.500000000000004 3.5000000000000004 1.0000000180025095e-35 0.59921259842519692 0.68772163120567387 0.5325381140598533 2.1250000000000004 1.0000000180025095e-35 7.5550000000000006 decision_type=10 2 10 2 10 8 8 2 2 10 8 8 10 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 10 left_child=1 5 -2 4 8 27 -6 20 9 12 -10 -3 26 -14 23 -16 18 -13 19 -11 -5 22 -8 -12 -21 -26 -4 -1 29 -9 right_child=2 11 3 7 6 -7 21 28 10 16 14 17 13 -15 15 -17 -18 -19 -20 24 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0058330616243660472 -4.4969163120482849e-05 0.00039847040348704662 -0.0015533105115836201 -0.004208821769628163 0.00025774259138773776 0.0079684963309351268 -0.0054841658022992904 -0.0062117695676619789 -0.0039483688130009208 -0.0066912936385325975 0.0018843855077113377 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83.288105588013423 2.4445980458403929 leaf_count=21431 96091 24193 30376 2720 111334 55401 10093 60782 45220 45202 6915 13298 1185 1309 66459 61981 1766 9665 11584 4915 2217 12425 3040 10280 589 934 16216 29680 152197 1682 internal_value=0 0.004298 -0.00165137 -0.00209508 -0.00155431 0.00610584 -0.000101585 -0.00395013 -0.0022746 -0.0032689 -0.00171205 0.00160449 -0.00193163 0.00443072 -0.00122785 -0.00177711 -0.0047519 0.00278683 -0.00508826 -0.00582941 0.000562925 -0.00401882 -0.00196628 0.000449178 -0.00107261 0.00313862 -0.0023334 0.0046247 -0.00423741 -0.00548444 internal_weight=0 267.371 701.954 550.029 425.881 159.989 141.167 124.149 284.714 102.879 181.835 107.382 54.0975 3.21325 149.472 112.595 48.7815 54.2235 46.5275 37.5541 7.42968 11.8612 7.8485 36.8771 5.76066 2.55434 50.8842 89.1215 116.719 33.4309 internal_count=911180 153668 757512 661421 441823 106512 136892 219598 304931 114076 190855 47156 49086 2494 145635 128440 64990 22963 63224 51640 4937 25558 13133 17195 6438 1523 46592 51111 214661 62464 is_linear=0 shrinkage=0.01 Tree=694 num_leaves=31 num_cat=0 split_feature=11 1 3 0 2 3 1 3 2 3 3 1 1 1 2 1 4 48 3 1 1 1 1 2 3 1 3 2 3 1 split_gain=984.864 0.0217792 0.00679404 0.00349363 0.00285225 0.000711409 0.000670017 0.000557297 0.000810458 0.00114082 0.00183941 0.000707774 0.000847641 0.000569901 0.000561382 0.000533735 0.000484486 0.00047709 0.000467312 0.000465232 0.000448319 0.00169031 0.000545951 0.000352442 0.000677316 0.000386329 0.000394084 0.000316796 0.000286032 0.000278978 threshold=1.0000000180025095e-35 -4.4999999999999991 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.50155279503105599 -1.0000000180025095e-35 0.56276260504201692 0.12560679611650488 0.76506899055918665 0.76764950166112966 -17.499999999999996 -66.499999999999986 -95.499999999999986 0.90940656565656586 -64.499999999999986 2.5000000000000004 1.0000000180025095e-35 0.091229193341869366 -8.4999999999999982 -124.49999999999999 -169.49999999999997 -125.49999999999999 0.34556677890011228 0.66781609195402314 -57.499999999999993 0.65235814296241723 0.48846085567193326 0.50952467343976793 -287.49999999999994 decision_type=2 8 2 2 2 2 8 2 2 2 2 10 8 10 2 10 8 2 2 10 10 10 10 2 2 10 2 2 2 10 left_child=6 2 -2 4 16 -3 18 13 11 23 -11 12 -9 17 -15 -14 -4 -6 -1 -5 21 -12 -23 24 -10 26 -25 -7 -29 -26 right_child=1 5 3 19 7 27 -8 8 9 10 20 -13 15 14 -16 -17 -18 -19 -20 -21 -22 22 -24 25 29 -27 -28 28 -30 -31 leaf_value=-0.010049275878691406 0.010105731129343196 0.010046655012668384 0.010784967787644107 0.0101394897863386 0.010207356422650809 0.010084749172860489 -0.010049465918265523 0.010251922089307773 0.010170113811723674 0.010912149102433108 0.010280366652483082 0.010542740899171756 0.010053134494929825 0.010205893343658172 0.010656925341802116 0.010232767085821912 0.01011482315201105 0.010292544707572512 -0.010017940087253183 0.010494060975312166 0.010298371628043592 0.010503836493687536 0.010820577557407934 0.010312522858747215 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0.0102177 0.0102079 0.0102339 0.010209 0.0101187 0.0101191 0.0102662 -0.0100229 0.0101426 0.0103373 0.010403 0.0106142 0.0102645 0.0102421 0.0102921 0.0103182 0.0100869 0.0103049 0.0102719 internal_weight=0 480.76 289.987 228.196 185.331 190.773 487.225 168.379 97.4921 75.2616 18.114 22.2306 21.5804 70.8866 40.0962 7.13627 16.9519 30.7904 358.314 42.8654 17.5392 6.52691 2.39695 57.1475 31.6001 25.5475 17.6088 68.9002 0.659812 22.3605 internal_count=911180 169666 52071 35011 25128 117595 741514 21193 12314 7346 1333 4968 4946 8879 5715 3711 3935 3164 596207 9883 1318 427 91 6013 3573 2440 1524 33983 184 2260 is_linear=0 shrinkage=0.01 Tree=695 num_leaves=31 num_cat=0 split_feature=12 12 12 12 1 12 12 1 1 10 10 12 10 12 10 10 10 12 10 12 10 10 12 10 12 5 5 1 10 1 split_gain=211.663 75.7034 23.879 7.94342 7.0981 4.9531 2.84311 2.44468 1.9743 3.44235 1.47483 1.24756 1.15859 1.05427 0.866539 0.86505 0.831984 0.778218 0.770502 0.716106 0.703539 0.67454 0.607007 0.603761 0.56308 0.501711 0.483559 1.73773 0.481376 0.834545 threshold=0.78322452306747448 5.9116524425917312e-05 0.99989646673202526 8.8294510192099562e-07 -390.49999999999994 0.0043998162727802515 0.0089773964136838514 -348.49999999999994 -1.0000000180025095e-35 1.3750000000000002 5.7950000000000008 6.1143434777477532e-06 5.1050000000000013 0.99998754262924205 3.9650000000000003 5.3250000000000011 2.5450000000000004 0.99473056197166454 5.2250000000000005 0.068259380757808671 3.6650000000000005 8.3400000000000016 0.00042608799412840006 6.2350000000000012 0.98755538463592529 3.5000000000000004 6.5000000000000009 -64.499999999999986 6.1150000000000011 -59.499999999999993 decision_type=2 2 2 2 10 2 2 10 8 10 8 2 8 2 10 10 10 2 10 2 10 10 2 10 2 10 10 8 10 10 left_child=1 3 8 26 6 18 14 -5 17 -10 12 23 -8 -4 -3 -13 -7 28 22 -18 24 -16 -6 -9 -11 -19 -1 -28 -2 -30 right_child=2 4 13 7 5 16 10 11 9 20 -12 15 -14 -15 21 -17 19 25 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-0.0092093988314231948 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89.148 45.7482 19.7338 28.1784 127.764 3.38534 51.2574 10.1845 internal_count=911180 752740 158440 590450 162290 114775 47515 225245 33109 15290 18155 160047 16162 125331 29360 68932 37809 17819 76966 33983 8227 23275 55654 91115 5251 8197 365205 9954 9622 1827 is_linear=0 shrinkage=0.01 Tree=696 num_leaves=31 num_cat=0 split_feature=11 48 3 3 3 3 3 2 3 2 3 3 3 3 2 2 3 2 4 2 2 3 2 2 2 3 3 25 2 48 split_gain=971.423 0.0147994 0.00603494 0.00203984 0.0015294 0.000736672 0.00063179 0.00059574 0.000522531 0.000803096 0.00043237 0.00157015 0.00191938 0.000527315 0.000775357 0.000427868 0.000419306 0.000455835 0.000372834 0.000372595 0.000885776 0.000330254 0.000323845 0.000550958 0.000284126 0.000280784 0.000279204 0.00027157 0.000245145 0.000239804 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.99938118811881205 0.50952467343976793 0.51234756097560985 0.25108695652173912 0.48846085567193326 0.48492424242424242 0.51869322152341024 0.87439320388349528 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5673 3234 12 281 1177 716 1234 6438 25723 4338 2377 3168 796 13146 22557 243 803 1371 6 336 450630 internal_value=0 0.0101437 0.0101956 0.0102212 0.0100835 0.0102318 -0.0100298 0.0101177 0.010207 0.0102275 0.0102484 0.0102586 0.0103442 0.0102092 0.0101514 0.0102371 0.010116 0.0101255 0.0101251 0.0102465 0.0102334 0.0102617 0.0100632 0.0100793 0.0101096 0.010325 0.0102219 0.0101144 0.0103684 -0.0100239 internal_weight=0 474.235 254.766 199.444 219.469 179.563 480.588 81.9303 71.8728 45.6808 107.69 85.3632 17.1275 22.3268 9.24138 68.2357 81.6038 69.404 19.8809 59.8262 46.8674 32.9219 137.539 65.3576 31.2426 16.5784 44.8933 58.4443 7.83755 379.306 internal_count=911180 169666 48000 32002 121666 27651 741514 35474 11406 7094 16245 11118 1432 5127 3950 9686 35442 29004 4351 7575 6341 3964 86192 35946 13389 1420 7044 25729 617 646393 is_linear=0 shrinkage=0.01 Tree=697 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 10 12 10 12 12 10 10 12 12 12 10 1 1 10 12 10 10 3 3 3 10 10 3 10 split_gain=961.677 0.118032 0.0174768 0.0150742 0.00824859 0.00291443 0.00245468 0.00198956 0.00180367 0.00173229 0.00139081 0.00117836 0.00115401 0.000943893 0.000943868 0.000773435 0.000605222 0.000698149 0.000513058 0.00049428 0.000387684 0.000385456 0.000370706 0.000370299 0.000352481 0.000344778 0.000338075 0.000324817 0.00032449 0.000289161 threshold=1.0000000180025095e-35 0.0013712961226701001 0.2688089013099671 3.2062489481177188e-05 0.65440738201141369 1.7613556906326269e-06 3.0850000000000004 0.026551560498774003 2.8250000000000006 0.97252115607261669 0.00017857718921725002 3.4650000000000003 3.1750000000000003 0.99473056197166454 0.026551560498774003 0.99766892194747936 3.3950000000000005 -385.49999999999994 -390.49999999999994 5.8150000000000004 0.0043998162727802515 2.3350000000000004 5.1150000000000011 1.0000000180025095e-35 1.0000000180025095e-35 0.96178188899707895 3.0850000000000004 5.8750000000000009 1.0000000180025095e-35 3.1750000000000003 decision_type=2 2 2 2 2 2 10 2 10 2 2 10 10 2 2 2 10 10 10 8 2 10 10 2 2 2 8 8 2 10 left_child=4 3 7 5 14 22 26 12 13 29 27 -7 -3 -6 -1 -10 -9 -18 -14 23 -20 -16 -2 -13 -12 -26 -5 28 -8 -4 right_child=1 2 9 6 8 11 10 16 15 -11 24 19 18 -15 21 -17 17 -19 20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.010008170570301069 0.010756256176339294 0.010148608303586347 0.010044270324255606 0.010312000798686712 -0.010192730179109124 0.010452866667084117 0.010385351118415835 0.010090241130178227 -0.010090478165451557 0.010019435792509973 0.010281149544526505 0.010511435679119406 0.010374594138274459 -0.010380176471701492 -0.010104712250974916 -0.010191819742896813 0.010280021326587572 0.010146806715250589 0.010287250662323943 0.01056429764632274 0.010219140013488743 -0.010038507389765326 0.010880874808297854 0.010708569591567494 0.010416664029884504 0.010280645087994587 0.010199164993069545 0.01042477050019814 0.010560907048299898 0.010087745365047536 leaf_weight=351.88106783112744 4.1639035716652888 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internal_weight=0 469.581 395.214 74.3672 475.82 28.7271 45.6401 104.117 52.3209 291.097 34.8141 18.9693 52.6322 12.1118 423.499 40.2091 51.4844 35.152 39.0422 15.3442 35.7265 71.6182 9.7578 10.9104 21.1856 18.3567 10.826 13.6284 10.5185 74.7725 internal_count=911180 169666 167716 1950 741514 515 1435 7640 5928 160076 940 372 2864 625 735586 5303 4776 2562 1776 278 1669 23536 143 187 632 521 495 308 226 13507 is_linear=0 shrinkage=0.01 Tree=698 num_leaves=31 num_cat=0 split_feature=10 1 10 6 1 10 10 10 5 10 5 3 10 2 10 1 10 6 6 6 1 10 1 1 6 2 10 1 6 3 split_gain=64.3439 15.0653 4.68439 5.19161 4.20881 4.07127 2.86843 2.48282 3.08918 2.52115 1.87847 1.60675 1.57804 1.47601 1.38097 1.33198 1.26967 1.72478 1.05792 1.03208 1.01541 1.1502 0.979179 1.47197 1.09582 1.1557 0.944597 1.14837 0.922616 0.906988 threshold=2.9750000000000005 -1.0000000180025095e-35 4.1450000000000005 53.500000000000007 -8.4999999999999982 2.9750000000000005 5.4850000000000012 4.995000000000001 2.5000000000000004 6.4750000000000005 1.5000000000000002 0.97385509227614497 2.9750000000000005 0.5325381140598533 4.9850000000000012 -64.499999999999986 8.4800000000000022 15.500000000000002 17.500000000000004 5.5000000000000009 -25.499999999999996 4.955000000000001 -64.499999999999986 -65.499999999999986 48.500000000000007 0.74891304347826104 3.5950000000000002 -61.499999999999993 8.5000000000000018 0.15074051531750862 decision_type=10 8 10 2 8 8 10 10 10 10 10 2 8 2 8 8 10 2 2 2 8 10 10 10 2 2 10 10 2 2 left_child=1 12 15 4 6 -3 10 13 -9 -10 28 20 -1 14 -6 -2 -8 -18 -16 -12 -5 -22 23 -14 25 -25 27 -17 -4 -30 right_child=2 5 3 11 7 -7 16 8 9 -11 19 -13 22 -15 18 26 17 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=0.00031451267143359517 -0.0013899473423465722 0.0048771206554585455 -0.00060431136768584451 -0.0037293330435496756 -0.0011371595769441379 0.0082465305309691265 0.00071856025821806361 -0.0063264916656123171 -0.0037908617688547693 0.0063518702062798646 -0.0022452801529668619 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2.8619246102753122 25.975983788055601 leaf_count=26780 38487 48524 88377 172923 21618 53671 79878 59032 10064 2438 54613 5252 9914 11928 571 20976 18891 11759 1147 39169 8519 32904 9877 1473 1433 1996 24021 12607 1389 40949 internal_value=0 0.00424493 -0.00162561 -0.00206269 -0.00152952 0.00637063 -0.000997651 -0.00345188 -0.0049778 -0.000262146 -0.00171877 -0.00389492 0.00149352 -0.00162797 -0.000495668 -4.60294e-05 0.000236002 -0.00197599 0.00667183 -0.0030687 -0.00418596 -0.00615955 0.0026857 0.00161642 -0.00136988 -5.15629e-06 0.000627951 0.00136677 -0.00103493 -0.0026212 internal_weight=0 257.585 678.488 531.434 411.645 145.316 322.436 89.2091 48.5723 10.8023 203.488 119.789 112.269 40.6368 30.0349 147.055 118.947 21.3019 2.4673 68.4214 112.673 21.171 55.8227 33.7947 11.0895 9.33082 97.9383 62.5424 135.067 28.8379 internal_count=911180 153668 757512 661421 441823 102195 335025 106798 71534 12502 224497 219598 51473 35264 23336 96091 110528 30650 1718 93782 214346 41423 24693 14816 4902 3469 57604 33583 130715 42338 is_linear=0 shrinkage=0.01 Tree=699 num_leaves=31 num_cat=0 split_feature=11 10 6 48 3 5 10 10 10 48 10 5 6 5 10 10 48 3 6 5 5 10 10 6 6 6 10 10 6 10 split_gain=950.705 0.0279803 0.00936076 0.00353123 0.0024221 0.00222901 0.00206678 0.00202102 0.00167376 0.00160986 0.00141686 0.00139439 0.00129486 0.00118923 0.000934947 0.000926848 0.000886059 0.000733202 0.000671702 0.000594542 0.000568105 0.000425771 0.000424156 0.000422886 0.00041882 0.000415227 0.000414063 0.00041387 0.000938403 0.000393508 threshold=1.0000000180025095e-35 3.3950000000000005 32.500000000000007 1.0000000180025095e-35 0.22271825396825398 6.5000000000000009 9.7700000000000014 2.8250000000000006 1.0000000180025095e-35 1.0000000180025095e-35 6.3250000000000011 1.5000000000000002 1.5000000000000002 2.5000000000000004 5.8350000000000009 3.9950000000000006 1.0000000180025095e-35 0.94146202170188464 317.50000000000006 2.5000000000000004 1.5000000000000002 4.5950000000000006 5.245000000000001 3.5000000000000004 20.500000000000004 19.500000000000004 4.3550000000000013 9.7700000000000014 1.5000000000000002 5.5750000000000011 decision_type=2 10 2 2 2 10 10 10 10 2 10 10 2 10 10 10 2 2 2 10 10 10 10 2 2 2 10 10 2 10 left_child=7 3 4 -2 22 13 10 16 -5 -8 12 -12 19 14 15 -4 -1 20 -17 21 24 -6 -3 -10 25 -14 -22 -24 -29 -23 right_child=1 2 5 8 6 -7 9 -9 23 -11 11 -13 17 -15 -16 18 -18 -19 -20 -21 26 29 27 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.010126749013541632 0.010029151744440735 0.01014582689406311 0.010232089294264047 0.01006418095225263 0.010136693414881761 0.010880803662945774 0.010059444394026706 -0.010021159615781854 0.010134793874283501 0.010658761763467263 0.010223375084113447 0.010053471728164431 0.010250258033063524 0.010434278796181142 0.010236675838958686 0.010338091166151335 -0.010050825799033214 0.010154918166637739 0.010483859268362362 0.010273040746816517 0.01018294945652856 0.010204177114567415 0.010078222165483749 0.010203427715858693 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0.0101191 0.0102093 0.010319 0.0103008 0.0103306 -0.0100817 0.010248 0.0103588 0.0101813 0.0102638 0.010172 0.0101188 0.0101588 0.0102388 0.0102575 0.010317 0.0100861 0.0103298 0.0101911 internal_weight=0 464.296 247.414 216.881 190.033 57.3817 142.106 470.421 74.9511 2.2915 139.814 20.3804 119.434 56.6666 48.9376 33.413 63.676 50.074 25.9845 69.3601 42.8382 62.9495 47.9267 39.4538 29.1877 23.4857 13.6505 21.6743 0.674783 40.7686 internal_count=911180 169666 41554 128112 36679 4875 25232 741514 22068 286 24946 7797 17149 4859 4491 2992 29767 5757 1849 11392 4755 10728 11447 6629 3585 2309 1170 7036 148 5428 is_linear=0 shrinkage=0.01 Tree=700 num_leaves=31 num_cat=0 split_feature=11 10 6 48 3 5 10 10 10 48 10 5 6 5 10 10 48 29 3 6 5 5 29 10 10 6 6 6 10 10 split_gain=941.167 0.0271619 0.00908449 0.00342821 0.00235141 0.00216018 0.0020043 0.00196206 0.00162495 0.00156097 0.00137505 0.00135378 0.00125677 0.00115359 0.000907335 0.000899151 0.000860292 0.000830245 0.000711736 0.000651373 0.000577229 0.000551226 0.00049259 0.000413324 0.000411654 0.000410661 0.000406464 0.000402772 0.000401835 0.000401743 threshold=1.0000000180025095e-35 3.3950000000000005 32.500000000000007 1.0000000180025095e-35 0.22271825396825398 6.5000000000000009 9.7700000000000014 2.8250000000000006 1.0000000180025095e-35 1.0000000180025095e-35 6.3250000000000011 1.5000000000000002 1.5000000000000002 2.5000000000000004 5.8350000000000009 3.9950000000000006 1.0000000180025095e-35 1.0000000180025095e-35 0.94146202170188464 317.50000000000006 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 4.5950000000000006 5.245000000000001 3.5000000000000004 20.500000000000004 19.500000000000004 4.3550000000000013 9.7700000000000014 decision_type=2 10 2 2 2 10 10 10 10 2 10 10 2 10 10 10 2 2 2 2 10 10 2 10 10 2 2 2 10 10 left_child=7 3 4 17 24 13 10 16 -5 -8 12 -12 20 14 15 22 -1 -2 21 -17 23 26 -4 -6 -3 -10 27 -14 -23 -26 right_child=1 2 5 8 6 -7 9 -9 25 -11 11 -13 18 -15 -16 19 -18 -19 -20 -21 -22 28 -24 -25 29 -27 -28 -29 -30 -31 leaf_value=-0.010125507825200898 0.010024841788657769 0.010144392762016959 0.010209857276626778 0.010063551512182271 0.010135355744788648 0.010871437355266267 0.010058867374778211 -0.010020951941400607 0.010133469016919913 0.010651909331261946 0.010221192888200682 0.010052955070378636 0.01024779635726048 0.010429922105277946 0.010234345376141134 0.01033473946686536 -0.010050325182505813 0.010175637679686244 0.010153395175431046 0.010478972374456221 0.010270360028330943 0.010181149952927083 0.010565265964046567 0.010189260628204839 0.010077459888164891 0.010201436744246497 0.010160388944302157 0.01049618665022815 0.010336257423399275 0.010326554523356323 leaf_weight=25.678066951077199 136.77085536933737 25.994814998819493 6.9430009690113357 35.146275310660712 21.963060765876435 0.70864289696328242 0.60520655126310807 402.7063895912579 25.387855076231062 1.6645935596898198 7.7907449546037268 12.389147290843537 22.585529756150216 7.6552706961520007 15.373644970590247 22.086405455600474 37.369362294586608 3.7512704666005439 7.1648684464162207 3.6483465365599832 6.348405798431485 1.95215093565639 0.4131755637936293 40.370377829298377 20.792147612781267 13.679316801019011 5.6460847745183846 0.672245885245501 11.566601672209798 0.66827947006095101 leaf_count=8134 105224 4411 1130 15439 5300 16 227 711747 4697 59 931 6866 2273 368 1499 1669 21633 820 1002 180 664 345 13 5428 6888 1932 1276 36 825 148 internal_value=0 0.01014 0.010212 0.0100579 0.0101785 0.0103228 0.010199 -0.0100291 0.0101129 0.0104938 0.0101942 0.0101179 0.0102072 0.0103158 0.0102978 0.0103273 -0.0100809 0.0100289 0.0102456 0.0103552 0.0101795 0.0102612 0.0102298 0.0101703 0.0101176 0.0101573 0.0102365 0.010255 0.0103139 0.0100852 internal_weight=0 459.738 245.003 214.736 188.174 56.8285 140.719 465.754 74.2134 2.2698 138.449 20.1799 118.269 56.1198 48.4646 33.0909 63.0474 140.522 49.5875 25.7348 68.6818 42.4226 7.35618 62.3334 47.4552 39.0672 28.9039 23.2578 13.5188 21.4604 internal_count=911180 169666 41554 128112 36679 4875 25232 741514 22068 286 24946 7797 17149 4859 4491 2992 29767 106044 5757 1849 11392 4755 1143 10728 11447 6629 3585 2309 1170 7036 is_linear=0 shrinkage=0.01 Tree=701 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 10 12 10 12 12 10 10 12 12 12 2 10 1 2 1 2 2 2 12 10 10 10 12 10 split_gain=931.725 0.108289 0.0160127 0.0138246 0.00759872 0.00267629 0.00226763 0.00182201 0.00168514 0.00158837 0.00127714 0.00109051 0.00106425 0.000877877 0.000868062 0.000708587 0.000577979 0.000558489 0.000646432 0.000520614 0.000475187 0.000474937 0.000425573 0.00042166 0.000374643 0.000359291 0.000327814 0.000310602 0.000297791 0.00026655 threshold=1.0000000180025095e-35 0.0013712961226701001 0.2688089013099671 3.2062489481177188e-05 0.65440738201141369 1.7613556906326269e-06 3.0850000000000004 0.026551560498774003 2.8250000000000006 0.97252115607261669 0.00017857718921725002 3.4650000000000003 3.1750000000000003 0.99473056197166454 0.026551560498774003 0.99766892194747936 0.045804195804195758 3.3950000000000005 -385.49999999999994 0.040202020202020204 -390.49999999999994 0.055738304093567205 0.034723896792862259 0.16252188240140047 5.7526181080902469e-06 2.3350000000000004 5.8350000000000009 3.0850000000000004 0.0043998162727802515 3.1750000000000003 decision_type=2 2 2 2 2 2 10 2 10 2 2 10 10 2 2 2 2 10 10 2 10 2 2 2 2 10 10 8 2 10 left_child=4 3 7 5 14 23 27 12 13 29 21 -7 -3 -6 -1 -10 -13 -9 -19 -12 -14 -8 -22 -2 -18 -16 -26 -5 -24 -4 right_child=1 2 9 6 8 11 10 17 15 -11 19 16 20 -15 25 -17 24 18 -20 -21 22 -23 28 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.010007935650089053 0.010683963828494535 0.010144041506864312 0.010042872790087799 0.010302503460647219 -0.010187954283011225 0.010438896076229054 0.010372958304919988 0.0100874681412556 -0.010087854277198501 0.010018855855749399 0.010273838264286628 0.010489813794374872 0.01036443069929883 -0.010370951580691044 -0.01010216505996289 -0.010186331823492868 0.010745233086283031 0.010272592527997419 0.010142635894531968 0.01039934026160811 0.010169364747076285 0.01052812593994922 0.010297930376340105 0.01084073423275321 0.010659481245599064 -0.010037390984492585 0.010515962593666191 0.010192636379719245 0.010229995003831267 0.010085288384893604 leaf_weight=340.82930004315858 2.2458509840071219 13.169422000180928 20.751046367455274 5.9775777785107467 7.8878511632792634 3.5191321615129736 2.4103615265339604 15.81593626947142 29.259521021973342 209.18612523050979 4.1343761719763306 2.3290603607892981 3.2278020884841672 3.9263602336868644 10.003358298679812 9.7385665453039092 3.7393022254109374 4.3921633781865195 29.777320155408237 16.483288806863129 7.2385692913085213 10.860591243021188 10.341597963124515 7.2676203474402428 6.8045782130211574 59.487562314781826 2.0773915983736515 4.5180628448724756 17.157052747439593 51.800742961233482 leaf_count=712050 39 1088 5922 226 497 94 71 2214 4631 146569 164 53 107 128 1214 672 59 199 2363 468 465 237 385 104 120 22322 46 269 819 7585 internal_value=0 0.0101386 0.0100716 0.0104934 -0.0100288 0.0106675 0.0103836 0.0101795 -0.0101441 0.0100328 0.0104234 0.0105973 0.0102215 -0.0102488 -0.0100145 -0.0101124 0.0106346 0.0101366 0.0101593 0.0103742 0.0102484 0.0104999 0.0102376 0.0108037 0.0106613 -0.0100467 0.0106259 0.0102552 0.0102555 0.0100732 internal_weight=0 455.225 382.858 72.3672 461.133 27.9829 44.3843 101.12 50.8123 281.738 33.8886 18.4695 51.1344 11.8142 410.32 38.9981 14.9503 49.9854 34.1695 20.6177 37.965 13.271 34.7372 9.51347 12.6213 69.4909 8.88197 10.4956 27.4987 72.5518 internal_count=911180 169666 167716 1950 741514 515 1435 7640 5928 160076 940 372 2864 625 735586 5303 278 4776 2562 632 1776 308 1669 143 225 23536 166 495 1204 13507 is_linear=0 shrinkage=0.01 Tree=702 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 10 12 10 12 12 10 10 12 12 12 2 10 2 2 2 2 12 10 10 10 2 10 10 10 split_gain=922.377 0.105021 0.015536 0.0133961 0.00737379 0.00259219 0.00219837 0.00176727 0.0016347 0.00154139 0.00123789 0.00105642 0.00103219 0.000851423 0.0008424 0.000687564 0.000559969 0.000541835 0.000504775 0.000460335 0.00040816 0.000367188 0.000362851 0.000348639 0.00031757 0.000301227 0.000268877 0.000258663 0.000252264 0.000251848 threshold=1.0000000180025095e-35 0.0013712961226701001 0.2688089013099671 3.2062489481177188e-05 0.65440738201141369 1.7613556906326269e-06 3.0850000000000004 0.026551560498774003 2.8250000000000006 0.97252115607261669 0.00017857718921725002 3.4650000000000003 3.1750000000000003 0.99473056197166454 0.026551560498774003 0.99766892194747936 0.045804195804195758 3.3950000000000005 0.040202020202020204 0.055738304093567205 0.16252188240140047 0.040202020202020204 5.7526181080902469e-06 2.3350000000000004 5.8350000000000009 3.0850000000000004 0.040202020202020204 3.1750000000000003 4.3950000000000005 5.8950000000000005 decision_type=2 2 2 2 2 2 10 2 10 2 2 10 10 2 2 2 2 10 2 2 2 2 2 10 10 8 2 10 10 10 left_child=4 3 7 5 14 20 25 12 13 27 19 -7 -3 -6 -1 -10 -13 -9 -12 -8 -2 -14 -18 -16 -24 -5 -19 -4 -22 -21 right_child=1 2 9 6 8 11 10 17 15 -11 18 16 21 -15 23 -17 22 26 -20 29 28 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010007856757918907 0.010676739793313668 0.010142593247780612 0.010042445104670306 0.010299415739714905 -0.010186058489839922 0.010434362816644687 0.010369115880058328 0.010086592579066191 -0.010086976837648967 0.010018668215599696 0.01027104361766845 0.010484709028093994 0.010187081233223459 -0.01036715323511795 -0.010101142042750446 -0.010184461042515049 0.010737288764259421 0.010107849323102731 0.01039522281095044 0.010546983721963029 0.010710248671424765 0.010262464860388468 0.010652506810577462 -0.010037018442976307 0.010510578842932548 0.010190689944491634 0.010173665807610189 0.010084436777218856 0.01086054190784797 0.01042654907125086 leaf_weight=337.44063853031548 2.2250012941658515 13.040236500091849 20.545440552989021 5.9198652273043963 7.8108119261451048 3.4856222905218628 2.3872579056769601 15.659917501267044 28.970891167875379 207.10854800936067 4.0943465773016241 2.3070028722286215 8.2890368197113258 3.8887093979865313 9.9048212463967484 9.6434284229762834 3.704820927232503 8.1890252032317203 16.325708935968578 8.5813311189413053 1.3820338845252989 29.307445282116532 6.7412601783871633 58.897826279804576 2.0577694252133369 4.473957442678512 25.645782522857189 51.28962625307031 5.8192447014153004 2.1767985848709932 leaf_count=712050 39 1088 5922 226 497 94 71 2214 4631 146569 164 53 508 128 1214 672 59 843 468 180 23 1268 120 22322 46 269 1719 7585 81 57 internal_value=0 0.0101372 0.0100709 0.0104883 -0.0100285 0.0106604 0.0103797 0.0101777 -0.0101427 0.0100325 0.010419 0.010591 0.0102193 -0.0102463 -0.0100144 -0.0101113 0.0106279 0.0101352 0.0103703 0.0104947 0.0107951 0.0102458 0.0106543 -0.0100462 0.0106193 0.0102526 0.0101577 0.0100724 0.0108317 0.0105226 internal_weight=0 450.757 379.075 71.682 456.557 27.7228 43.9593 100.131 50.3138 278.944 33.5654 18.2965 50.6367 11.6995 406.243 38.6143 14.8109 49.4947 20.4201 13.1454 9.42628 37.5965 12.5039 68.8026 8.79903 10.3938 33.8348 71.8351 7.20128 10.7581 internal_count=911180 169666 167716 1950 741514 515 1435 7640 5928 160076 940 372 2864 625 735586 5303 278 4776 632 308 143 1776 225 23536 166 495 2562 13507 104 237 is_linear=0 shrinkage=0.01 Tree=703 num_leaves=31 num_cat=0 split_feature=11 10 3 1 10 1 10 10 3 1 10 10 1 10 3 10 10 10 10 2 10 10 10 1 2 3 10 10 1 10 split_gain=913.124 0.0248164 0.00418554 0.00379715 0.00262632 0.00237143 0.00179377 0.00161582 0.00153774 0.00175361 0.00134771 0.00105126 0.001043 0.000917804 0.000888082 0.00070276 0.00068355 0.000701346 0.000671392 0.000586359 0.000407202 0.000439439 0.000395441 0.000374658 0.000369377 0.000348582 0.000322225 0.000379626 0.00110072 0.000313334 threshold=1.0000000180025095e-35 3.3950000000000005 1.0000000180025095e-35 -3.4999999999999996 9.7700000000000014 -129.49999999999997 2.8250000000000006 1.0000000180025095e-35 0.90501253132832093 -10.499999999999998 6.0550000000000006 4.495000000000001 -1.0000000180025095e-35 6.3650000000000011 0.53302180685358269 5.035000000000001 4.9750000000000005 4.9450000000000012 8.3400000000000016 0.24494897959183673 5.2550000000000008 5.1350000000000007 6.9050000000000011 -69.499999999999986 0.90940656565656586 1.0000000180025095e-35 5.245000000000001 9.7700000000000014 -146.49999999999997 3.9950000000000006 decision_type=2 10 2 8 10 10 10 10 2 8 10 10 8 10 2 10 8 8 10 2 10 10 10 8 2 2 10 10 8 10 left_child=6 3 26 7 8 -6 12 -2 9 10 14 -11 -1 15 24 16 17 -13 22 -17 21 -21 -10 -12 29 -9 -3 -28 -29 -4 right_child=1 2 4 -5 5 -7 -8 25 18 11 23 13 -14 -15 -16 19 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-0.010047903452111111 0.010063132737572368 0.010140535033512251 0.010162199812658495 0.01002344830437232 0.01006431734978671 0.010676055275821484 -0.010020336351938842 0.010103647799405254 0.010149935089834122 0.010109304676707854 0.010208414845925088 0.010210952387521264 -0.010134151828549818 0.010048002320006221 0.010293548290127814 0.010561530016856471 0.010043016165132547 0.010540605192764065 0.0102383139134658 0.010297005347073427 0.010226015605017669 0.010616933328196026 0.010041448212994913 0.01012055446616014 0.010523987558160183 0.010171402841827579 0.010077086571427783 0.010988425023877287 0.010051289948971462 0.010241362684161733 leaf_weight=39.44655694681569 36.202253531315364 23.127210390754044 5.6879596740473053 131.18893348053098 0.8709519223775718 2.3262294924352309 390.82737697393168 10.05934976309072 20.815619810833599 15.528015885036437 15.274985773954539 7.5173898454522741 21.753070871171076 2.6868247006786978 54.875085093313828 0.93544286070391436 2.2636373655404904 0.7059965261723854 7.891397400526329 1.2343893740326164 3.4787009522551671 0.65829407679848362 4.0066288834204888 7.113734942860904 0.43663819343782861 30.971611734828912 18.54488541092724 0.17937313811853528 0.41602930321823706 41.334843675838783 leaf_count=24132 16259 4034 744 104770 279 71 711747 2230 3299 5317 2200 1323 5635 1509 4152 43 1119 49 786 91 479 34 3432 2103 20 4853 6306 4 139 4021 internal_value=0 0.0101359 0.0102057 0.0100562 0.0102252 0.0105094 -0.0100282 0.0101118 0.0102204 0.0102332 0.0102508 0.0101707 -0.0100786 0.0102196 0.0102662 0.0102471 0.0101969 0.0102393 0.010158 0.0103305 0.0102902 0.0104083 0.0101324 0.0101805 0.0102345 0.0101548 0.0101154 0.0100851 0.0103336 0.0102318 internal_weight=0 446.332 237.91 208.422 195.643 3.19718 452.027 77.2332 192.446 159.732 124.723 35.0087 61.1996 19.4807 102.335 16.7939 10.487 8.22339 32.7136 6.30683 5.37138 1.89268 24.8222 22.3887 47.4594 41.031 42.2675 19.1403 0.595402 47.0228 internal_count=911180 169666 41554 128112 31071 350 741514 23342 30721 23204 13240 9964 29767 4647 8937 3138 2491 1372 7517 647 604 125 6731 4303 4785 7083 10483 6449 143 4765 is_linear=0 shrinkage=0.01 Tree=704 num_leaves=31 num_cat=0 split_feature=1 3 3 3 3 3 1 1 4 3 4 3 3 3 1 3 4 3 1 1 1 1 3 3 4 3 4 3 3 19 split_gain=16.2516 3.16897 3.00006 2.4714 3.18912 2.47638 1.43688 1.67058 1.32698 0.646766 0.619546 1.01922 0.615296 1.66395 1.17358 0.904979 0.883165 0.601191 0.551301 0.746349 0.538581 1.51869 0.532201 0.521382 0.493463 0.461117 0.454584 0.492514 0.783924 0.581645 threshold=-1.0000000180025095e-35 0.21498599439775909 0.97156334231805941 0.51234756097560985 0.49341991341991348 0.25108695652173912 -8.4999999999999982 -75.499999999999986 20.500000000000004 0.33248299319727892 29.500000000000004 1.0000000180025095e-35 0.87439320388349528 0.90943267259056748 -59.499999999999993 0.68703358208955234 20.500000000000004 0.90045045045045058 -64.499999999999986 -60.499999999999993 -58.499999999999993 -64.499999999999986 0.66349106014087067 0.37341365461847392 20.500000000000004 0.99938118811881205 11.500000000000002 0.50155279503105599 0.4817045961624275 1.0000000180025095e-35 decision_type=8 2 2 2 2 2 10 10 8 2 8 2 2 2 10 2 10 2 10 10 10 10 2 2 8 2 8 2 2 2 left_child=1 8 6 4 5 10 7 26 20 -7 11 -2 15 14 17 22 -17 -14 -10 -20 21 -1 -9 -11 25 -4 -3 28 29 -28 right_child=3 2 24 -5 -6 9 -8 12 18 23 -12 -13 13 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0023393892219924326 0.0026529513371972369 -0.0037278989445319946 0.0014167247032217921 0.00078447650509544668 0.0048396763009707477 -0.0029504243519622255 -0.0064357672499093964 -0.00085446643115940442 0.00031022653972500989 0.0019684672950554707 0.0034493075358767228 -0.002334317430380472 0.0031237058500577682 -0.0017678112629779324 -0.0016344669665189868 -0.0054564613754994155 -0.0016558093477846126 0.0091185607972611698 0.004603907270248132 0.0011844436705401576 -0.0046160332849084652 0.0056843638948760721 0.0011216688791559704 -0.00038600748294534339 0.0015483270918391304 -0.0030476612388259834 -0.0023183221613686197 -0.002392883094719263 0.0001926924454669412 0.0011225165262506579 leaf_weight=13.174950923566943 18.002863074158089 16.352056664094562 4.2467449589166772 115.65555707848398 48.801353103859583 6.3847917502280316 6.0449682013277188 114.32366336819541 58.820351048969314 14.813337680738185 57.753705186682055 5.3052601130621033 3.3294484498474048 11.685737657418938 2.7395673880819249 7.2017716040572841 40.478974155252217 3.3620800807548221 7.7694642250717143 35.769550649274606 5.1626087283657389 2.8733893287717374 15.472795523441162 25.76165057552862 38.446591270214412 5.082515310117742 53.162057530731545 123.51536614556971 22.584268732680357 5.4130268289300139 leaf_count=12485 15494 28260 3202 110343 40621 7376 17523 119280 35143 12468 45072 5583 1854 14416 3329 18204 50227 3491 3696 19809 4975 1673 11968 25874 21232 6708 72420 173701 19728 5025 internal_value=0 -0.000956177 -0.00132839 0.00192109 0.00266451 0.00183535 -0.00159508 -0.00152534 0.000469901 8.03956e-06 0.00289392 0.00151778 -0.000859695 0.000753978 0.00387864 -0.0010517 -0.00222987 0.00613575 0.000941629 0.00179464 -0.00180655 -0.000902769 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0.000289705 0.000283525 0.000273276 0.0004253 0.00024369 threshold=1.0000000180025095e-35 0.0013712961226701001 0.2688089013099671 3.2062489481177188e-05 0.65440738201141369 1.7613556906326269e-06 3.0850000000000004 0.026551560498774003 2.8250000000000006 0.97252115607261669 0.00017857718921725002 3.4650000000000003 3.1750000000000003 0.99473056197166454 0.026551560498774003 0.99766892194747936 3.3950000000000005 5.8150000000000004 14.500000000000002 1.5000000000000002 2.3350000000000004 9.1954279923811565e-07 1.0000000180025095e-35 0.0043998162727802515 0.96178188899707895 1.0000000180025095e-35 3.0850000000000004 5.8950000000000005 11.500000000000002 3.1750000000000003 decision_type=2 2 2 2 2 2 10 2 10 2 2 10 10 2 2 2 10 10 2 2 10 2 2 2 2 2 8 10 2 10 left_child=4 3 7 5 14 19 26 12 13 29 27 -7 -3 -6 -1 -10 -9 18 -13 -2 -16 -21 -12 -14 -24 -18 -5 28 -8 -4 right_child=1 2 9 6 8 11 10 16 15 -11 22 17 23 -15 20 -17 25 -19 -20 21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010007703092500134 0.010662122342610676 0.010139784093744561 0.010041590417715076 0.010293472571142227 -0.010182618255384211 0.010425888494350282 0.010452137900573331 0.010084875089136001 -0.010085276573718452 0.010018294207615861 0.010264441270816228 0.010587352469271796 0.010278364529254996 -0.010360636112258639 -0.010099289956392723 -0.010180994563328176 0.010205227609792296 0.010531754432601854 0.010713504600688208 0.010868632984352771 -0.01003629560708586 0.010735363543137458 0.010393100655872154 0.010219399589910156 0.010263876310537174 0.010137393629276077 0.010186945052459526 0.010400537109477928 0.01058369590634513 0.010082770645260655 leaf_weight=330.48142916795041 2.0208089295774716 12.781537789385764 20.118851861800067 5.8060304941609475 7.6659213285893184 3.4209129624068764 5.5688395109027606 15.342520712641997 28.404984996537678 202.68561021395726 2.668589914217594 5.2415250297635776 13.563369004055856 3.8205244839191437 9.7165636701975 9.4613340334035438 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167716 1950 741514 515 1435 7640 5928 160076 940 372 2864 625 735586 5303 4776 278 187 143 23536 107 632 1776 521 2562 495 308 226 13507 is_linear=0 shrinkage=0.01 Tree=706 num_leaves=31 num_cat=0 split_feature=11 10 3 1 10 1 10 0 3 10 10 1 1 10 3 10 1 10 10 3 4 3 3 1 10 10 1 10 3 10 split_gain=894.402 0.0234278 0.00396676 0.00358658 0.0025083 0.00224814 0.00169891 0.00159302 0.00167048 0.00152691 0.00130593 0.00101134 0.000991501 0.000977733 0.000711087 0.000624168 0.000474955 0.000578863 0.000383974 0.00037222 0.00034649 0.00033103 0.000312196 0.000309486 0.000300894 0.000361039 0.0010406 0.000292268 0.000264017 0.000262113 threshold=1.0000000180025095e-35 3.3950000000000005 1.0000000180025095e-35 -3.4999999999999996 9.7700000000000014 -129.49999999999997 2.8250000000000006 1.0000000180025095e-35 0.90501253132832093 1.0000000180025095e-35 7.4250000000000007 -33.499999999999993 -1.0000000180025095e-35 4.3550000000000013 0.56276260504201692 8.3400000000000016 -272.49999999999994 5.6350000000000007 6.9050000000000011 0.091229193341869366 26.500000000000004 1.0000000180025095e-35 0.99938118811881205 -108.49999999999999 5.245000000000001 9.7700000000000014 -146.49999999999997 3.8050000000000002 0.81302966101694929 2.8250000000000006 decision_type=2 10 2 8 10 10 10 2 2 10 10 8 8 10 2 10 10 10 10 2 10 2 2 10 10 10 8 10 2 8 left_child=6 3 24 9 7 -6 12 8 10 -2 11 14 -1 -13 16 18 27 19 22 -18 28 -11 -10 -19 -3 -26 -27 -4 -15 -14 right_child=1 2 4 -5 5 -7 -8 -9 15 21 -12 13 29 20 -16 -17 17 23 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.010046953767963076 0.010061911619862245 0.010137602198205968 0.010049377023267903 0.01002294277850967 0.010063021104299233 0.010664396748800023 -0.010019954737820047 0.010145864628224973 0.010216842711837211 0.010101515747395347 0.010118202704654211 0.01012487951857821 -0.010111560625020952 0.010134240947294182 0.010292896181794516 0.010233841024212457 0.010543862022915683 0.010225787048826039 0.010036496325763349 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internal_value=0 0.0101334 0.0102019 0.0100552 0.010221 0.0105012 -0.0100277 0.0102163 0.0102283 0.0101097 0.010243 0.0102508 -0.0100772 0.0102001 0.0102666 0.0101576 0.0102384 0.0102221 0.010128 0.0102442 0.0102434 0.0101519 0.010149 0.0101507 0.0101131 0.0100834 0.0103283 0.0103015 0.0101502 -0.0101318 internal_weight=0 437.354 233.331 204.024 191.943 3.14347 442.842 188.799 161.389 75.7384 133.733 125.837 60.0112 30.0217 95.8152 27.656 46.1289 36.6512 19.9252 27.9744 19.0603 40.2471 16.196 8.6768 41.388 18.7413 0.583346 9.47773 3.2981 21.3688 internal_count=911180 169666 41554 128112 31071 350 741514 30721 24451 23342 17663 15236 29767 6217 9019 6788 5257 4452 6007 2588 3228 7083 2616 1864 10483 6449 143 805 875 5635 is_linear=0 shrinkage=0.01 Tree=707 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 3 3 12 12 3 12 12 3 3 3 3 3 12 3 1 12 5 3 3 split_gain=885.433 0.093351 0.0137891 0.0118969 0.00656428 0.0023044 0.00156948 0.00141003 0.00137039 0.0013668 0.000748478 0.000465461 0.000413639 0.000362384 0.000361756 0.000353266 0.00030433 0.000264502 0.00023185 0.000223233 0.000199789 0.000199047 0.000178217 0.000171634 0.000168404 0.000135961 0.000124426 0.000122855 0.000115401 0.000134855 threshold=1.0000000180025095e-35 0.0013712961226701001 0.2688089013099671 3.2062489481177188e-05 0.65440738201141369 1.7613556906326269e-06 0.026551560498774003 0.99977076053619396 0.00019807765784200004 0.97252115607261669 0.026551560498774003 1.0000000180025095e-35 1.0000000180025095e-35 0.97252115607261669 7.4335632689326312e-06 1.0000000180025095e-35 0.0055486904457211009 9.1954279923811565e-07 0.95867486338797814 0.51739261947973392 1.0000000180025095e-35 0.97156334231805941 0.96784532671629464 0.65440738201141369 1.0000000180025095e-35 -22.499999999999996 0.068259380757808671 1.5000000000000002 0.13453458306399482 0.94146202170188464 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 8 2 10 2 2 left_child=4 3 6 5 10 17 16 13 15 23 -1 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9.2433633657637966 1.2041836455464361 4.2116889012977508 198.66816030448535 66.117526582966093 13.146454762667423 6.5423985663801423 17.327757861930877 8.4671080633997882 13.778406664729117 4.8418159210123148 3.7380711287260056 1.5969458296895016 2.101336020976305 17.851117320358753 2.0229154396802178 0.84744871407747346 40.007319775409997 14.388279351871459 2.8119387575425199 23.948511419119313 5.5849404828622928 18.898867039009932 2.8604856291785827 leaf_count=712050 80 285 4269 75 4013 48 1202 64 222 146569 23536 469 122 1612 179 355 408 63 53 136 834 91 23 9238 1119 103 2455 170 1099 238 internal_value=0 0.0101321 0.0100682 0.0104691 -0.0100274 0.0106343 0.0101708 -0.0101373 0.0103648 0.0100312 -0.0100138 0.0103174 0.0105676 -0.0101168 0.0105838 0.0104331 0.0102107 0.0107635 0.0104493 -0.0102792 0.0102381 0.0103368 0.0105438 0.0100696 0.0101299 -0.0103229 0.0101392 0.010347 0.0101879 0.0101977 internal_weight=0 433.058 363.981 69.077 438.448 26.7437 96.2932 48.3934 42.3333 267.688 390.054 24.966 17.6421 42.276 15.857 17.3673 48.7131 9.10162 15.3754 6.11746 22.1119 20.7543 9.31456 69.0197 47.5802 4.01612 38.3368 18.7314 26.6012 21.7594 internal_count=911180 169666 167716 1950 741514 515 7640 5928 1435 160076 735586 952 372 5625 324 483 2864 143 408 303 1119 730 202 13507 4776 167 3574 639 1745 1337 is_linear=0 shrinkage=0.01 Tree=708 num_leaves=31 num_cat=0 split_feature=10 10 6 10 10 5 10 6 10 5 4 6 5 10 10 6 6 5 10 5 10 10 10 5 6 10 10 6 10 10 split_gain=58.037 4.20081 4.67441 4.16509 3.81575 1.70017 1.67662 1.42362 1.39413 2.29725 0.990586 0.942127 0.893285 0.826071 0.746577 0.723007 0.71421 0.709985 0.521631 0.498013 0.542676 0.988224 0.489288 1.3607 0.691786 0.595163 0.467653 0.47359 0.423365 0.419313 threshold=2.9750000000000005 4.1450000000000005 53.500000000000007 2.9750000000000005 5.5050000000000008 1.5000000000000002 9.1600000000000019 30.500000000000004 5.9350000000000014 2.5000000000000004 29.500000000000004 1.5000000000000002 3.5000000000000004 2.6250000000000004 4.5950000000000006 154.50000000000003 35.500000000000007 2.5000000000000004 3.5950000000000002 11.500000000000002 5.3350000000000009 5.3450000000000006 6.285000000000001 1.5000000000000002 26.500000000000004 6.3250000000000011 9.7700000000000014 81.500000000000014 5.3150000000000004 4.5150000000000006 decision_type=10 10 2 8 10 10 8 2 10 10 8 2 10 10 10 2 2 10 10 10 10 10 10 10 2 10 10 2 8 10 left_child=3 17 4 13 5 10 22 -5 14 15 -3 19 -8 -1 -4 26 -14 18 -2 20 28 -22 -6 24 25 -24 -10 -28 -7 -12 right_child=1 2 8 7 6 11 12 -9 9 -11 29 -13 16 -15 -16 -17 -18 -19 -20 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0035920832947887644 0.00063980174808208777 -0.0025908492747971708 -0.0020984931930322229 0.0059502237906761636 -0.00034692582349647375 -0.0027870307304827479 -0.0059250744042574563 0.0016661634084923003 0.0022260568599793145 -0.0060436320212506099 0.00051065483916808933 -0.0045645218425665593 0.0023546751342954065 0.0019231703193922406 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73698 60624 43100 20991 4666 8436 27538 11247 66614 2039 27106 151963 12776 2528 7878 39375 352 1044 5364 539 20954 5467 23750 2696 105 4423 88208 internal_value=0 -0.00160575 -0.00203688 0.00420481 -0.00151038 -0.0022166 -8.76732e-05 0.00562443 -0.00384815 -0.00195417 -0.00164516 -0.00338891 -0.00391244 0.00296675 -0.00451494 1.03835e-07 0.000312457 -4.90681e-05 0.00013058 -0.00242535 -0.00257364 8.77745e-05 0.000260284 0.000958095 -0.000615446 -0.00152993 0.00164999 -0.00558028 -0.00302876 -0.00103125 internal_weight=0 625.923 490.168 236.979 379.774 253.794 125.98 110.395 110.393 28.7446 170.624 83.17 10.5053 126.584 81.6486 19.4499 3.3897 135.755 127.865 45.7072 44.803 6.5427 115.475 53.7291 27.1676 20.451 11.2279 0.828555 38.2603 103.46 internal_count=911180 757512 661421 153668 441823 304931 136892 78364 219598 51551 184034 120897 25558 75304 168047 24013 4567 96091 88213 54283 53931 6408 111334 50710 29756 24289 11237 2801 47523 99455 is_linear=0 shrinkage=0.01 Tree=709 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 10 12 10 12 12 10 10 12 12 12 2 10 2 2 2 2 12 10 10 48 10 10 10 10 split_gain=875.591 0.0908706 0.0134202 0.0115837 0.00640704 0.00224718 0.00192625 0.00152673 0.00144275 0.00133142 0.0010713 0.000926931 0.00090241 0.000747482 0.000730489 0.000595042 0.000491686 0.000472357 0.000442438 0.000403858 0.00035441 0.000322812 0.000313863 0.000307655 0.000276145 0.000266624 0.000258326 0.000224836 0.000222871 0.000220207 threshold=1.0000000180025095e-35 0.0013712961226701001 0.2688089013099671 3.2062489481177188e-05 0.65440738201141369 1.7613556906326269e-06 3.0850000000000004 0.026551560498774003 2.8250000000000006 0.97252115607261669 0.00017857718921725002 3.4650000000000003 3.1750000000000003 0.99473056197166454 0.026551560498774003 0.99766892194747936 0.045804195804195758 3.3950000000000005 0.040202020202020204 0.055738304093567205 0.16252188240140047 0.040202020202020204 5.7526181080902469e-06 2.3350000000000004 5.8350000000000009 1.0000000180025095e-35 3.0850000000000004 3.1750000000000003 4.3950000000000005 5.8750000000000009 decision_type=2 2 2 2 2 2 10 2 10 2 2 10 10 2 2 2 2 10 2 2 2 2 2 10 10 2 8 10 10 8 left_child=4 3 7 5 14 20 26 12 13 27 19 -7 -3 -6 -1 -10 -13 -9 -12 -8 -2 -14 -18 -16 -24 -19 -5 -4 -22 -21 right_child=1 2 9 6 8 11 10 17 15 -11 18 16 21 -15 23 -17 22 25 -20 29 28 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010007489280136268 0.010644004695808283 0.010135231547336601 0.010040256474671412 0.010283905361383879 -0.010177966021781677 0.010412106217616589 0.010350723050822817 0.010082199944886143 -0.010082768221129006 0.010017747966203829 0.01025764092446752 0.010460447284965769 0.01017779474642325 -0.01035133629218574 -0.010096843696173847 -0.010175724514878326 0.010701946228611574 0.01019954961381409 0.01037670868374979 0.010521217423251064 0.01067484247225157 0.010250219240497141 0.010621436655113611 -0.010035231723718452 0.010486099020782418 0.010133558234062909 0.010180524028565775 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0.0104713 0.0107568 0.0102343 0.0106231 -0.0100442 0.0105898 0.0101504 0.0102395 0.010069 0.0107916 0.0104979 internal_weight=0 428.311 359.854 68.4571 433.602 26.5183 41.9388 95.3618 47.928 264.492 32.0751 17.4891 48.2433 11.2003 385.674 36.7277 14.172 47.1185 19.5077 12.5674 9.02926 35.8787 11.9707 65.451 8.42195 32.2694 9.86365 68.328 6.90171 10.2921 internal_count=911180 169666 167716 1950 741514 515 1435 7640 5928 160076 940 372 2864 625 735586 5303 278 4776 632 308 143 1776 225 23536 166 2562 495 13507 104 237 is_linear=0 shrinkage=0.01 Tree=710 num_leaves=31 num_cat=0 split_feature=48 0 5 3 5 29 4 0 3 3 3 3 3 5 4 3 5 5 3 19 3 5 5 28 3 4 3 4 3 5 split_gain=8.35473 5.54576 3.05198 2.6018 1.81403 1.8683 1.76866 1.78739 2.71375 2.22655 1.44572 1.21203 1.47344 0.980483 0.718213 0.712597 0.711326 0.602123 0.55343 0.54257 0.715433 0.476474 0.521274 0.470232 0.432809 0.420115 0.410145 0.379239 0.368178 0.338534 threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 0.25108695652173912 3.5000000000000004 1.0000000180025095e-35 21.500000000000004 1.0000000180025095e-35 0.091229193341869366 0.97156334231805941 0.20112359550561798 0.47083130772970344 0.50952467343976793 1.5000000000000002 17.500000000000004 0.15074051531750862 5.5000000000000009 1.5000000000000002 0.31281565656565663 1.0000000180025095e-35 0.45848997493734339 7.5000000000000009 1.5000000000000002 1.0000000180025095e-35 0.95030864197530873 28.500000000000004 0.73703419131771042 29.500000000000004 0.59532897128316986 7.5000000000000009 decision_type=2 2 10 2 8 2 8 2 2 2 2 2 2 10 10 2 10 10 2 2 2 8 10 2 2 10 2 8 2 10 left_child=1 3 6 13 5 14 28 8 -8 -10 -4 15 -13 27 17 21 -6 -5 -16 23 -21 22 -3 -20 -7 -12 -27 -1 -2 -18 right_child=2 11 10 4 16 24 7 -9 9 -11 25 12 -14 -15 18 -17 29 -19 19 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.001619116577856338 -0.0025964621143186239 0.0027506881261946912 0.0004417920027635338 0.0010024314394724181 -0.0049975602033803081 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230730 209220 438403 335744 280027 265184 119677 85493 40202 36877 174594 45291 21510 14615 159979 154151 14665 39906 38556 139486 34626 111705 71091 30896 102659 2525 is_linear=0 shrinkage=0.01 Tree=711 num_leaves=31 num_cat=0 split_feature=11 10 1 10 1 10 10 1 5 10 1 1 10 10 5 5 1 5 1 1 1 5 10 1 1 5 10 1 10 1 split_gain=866.364 0.0215869 0.00326414 0.00261814 0.00167236 0.00158449 0.00148695 0.00185697 0.00167433 0.00139243 0.000978002 0.000922948 0.000522601 0.000481514 0.000480281 0.00088358 0.000263396 0.000253868 0.000307781 0.000265492 0.000467952 0.00026178 0.000246792 0.000243732 0.000240481 0.000234362 0.000270955 0.000225802 0.000209063 0.000216732 threshold=1.0000000180025095e-35 3.3950000000000005 -3.4999999999999996 9.7700000000000014 -147.49999999999997 2.8250000000000006 6.0550000000000006 -69.499999999999986 1.5000000000000002 1.0000000180025095e-35 -10.499999999999998 -1.0000000180025095e-35 4.495000000000001 4.0850000000000009 15.500000000000002 4.5000000000000009 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678560 6429 internal_value=0 0.0101301 0.0100535 0.0101966 0.0104629 -0.010027 0.0101923 0.0101407 0.0102052 0.0101064 0.0101849 -0.0100754 0.0101333 0.0102514 0.0105761 0.0105184 0.0101746 0.0102629 0.0102444 0.0102918 0.0103027 0.0102916 -0.0101288 0.0100666 0.0101967 0.0101767 0.0102686 0.0101479 -0.0100194 -0.0100416 internal_weight=0 423.875 197.001 226.874 3.63305 429.066 223.241 44.7601 178.481 73.2614 123.954 58.5047 28.3413 54.5269 2.84195 2.37428 7.09953 47.4274 28.9651 18.4623 17.0641 16.33 20.8545 19.2539 25.5062 17.9249 2.40429 3.09328 370.562 38.2049 internal_count=911180 169666 128112 41554 493 741514 41061 14295 26766 23342 19866 29767 8746 6900 180 173 1377 5523 3708 1815 1660 1615 5635 10506 3789 3182 286 566 711747 33187 is_linear=0 shrinkage=0.01 Tree=712 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 10 12 10 12 12 10 10 12 12 12 10 1 1 10 6 6 10 12 12 10 10 6 6 10 split_gain=857.678 0.0857954 0.0126524 0.0109406 0.00605225 0.00212907 0.00181961 0.00144045 0.00136652 0.00125372 0.00101236 0.000874588 0.000851924 0.000708624 0.000689349 0.000562754 0.000445519 0.000505516 0.000365485 0.000364217 0.000362708 0.000314048 0.000290906 0.000282406 0.000271004 0.000242834 0.000239954 0.000373911 0.000222166 0.000256156 threshold=1.0000000180025095e-35 0.0013712961226701001 0.2688089013099671 3.2062489481177188e-05 0.65440738201141369 1.7613556906326269e-06 3.0850000000000004 0.026551560498774003 2.8250000000000006 0.97252115607261669 0.00017857718921725002 3.4650000000000003 3.1750000000000003 0.99473056197166454 0.026551560498774003 0.99766892194747936 3.3950000000000005 -385.49999999999994 -390.49999999999994 5.8150000000000004 14.500000000000002 1.5000000000000002 2.3350000000000004 0.0043998162727802515 9.1954279923811565e-07 3.0850000000000004 5.8950000000000005 11.500000000000002 4.5000000000000009 5.8350000000000009 decision_type=2 2 2 2 2 2 10 2 10 2 2 10 10 2 2 2 10 10 10 10 2 2 10 2 2 8 10 2 2 10 left_child=4 3 7 5 14 21 25 12 13 -4 26 -7 -3 -6 -1 -10 -9 -18 -14 20 -13 -2 -16 -20 -23 -5 27 -8 -12 -30 right_child=1 2 9 6 8 11 10 16 15 -11 28 19 18 -15 22 -17 17 -19 23 -21 -22 24 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.010007343884991282 0.010629555642278859 0.010132550963296573 0.010067643960070163 0.010278257045040111 -0.010174634542146411 0.0104040537442418 0.010430410317153646 0.010080560379432999 -0.010081152370478821 0.010017392705609562 0.010310955270766567 0.010558868424486986 0.010335641746969205 -0.010344983183106735 -0.010095044871572385 -0.010172431482402076 0.01025158971783771 0.010132086804017892 0.010258301690278988 0.010505758396847545 0.010679888509936029 0.01082696991335032 -0.010034553241236872 0.010197096919243991 0.010700441257710514 0.010177036646770769 0.010380996998577844 0.010556524152254916 0.010409574489597796 0.010293860607544211 leaf_weight=313.63757418653404 1.9311603717505947 12.118824006989596 66.962497683707625 5.516892411746082 7.3343097753822786 3.2552429158240583 5.3190994821488875 14.547159058973191 27.004653623909689 192.01798832707573 9.2839486664161104 5.0109210908412916 2.9838140541687599 3.6608389532193542 9.2970004503149521 9.0070012523792666 4.0608783727511755 27.586224291939292 12.032793997786937 4.0134095810353747 4.8965021856129169 4.0223976783454418 54.866819048533216 20.185575177427381 2.9227834120392799 4.1553264260292062 2.8098052805289617 4.2130209393799305 7.267032550647853 2.5966680413112044 leaf_count=712050 36 1088 13507 226 497 94 140 2214 4631 146569 336 103 107 128 1214 672 199 2363 521 91 84 58 22322 1148 49 269 82 86 198 98 internal_value=0 0.0101288 0.0100664 0.0104562 -0.0100268 0.0106166 0.0103547 0.0101661 -0.0101338 0.0100304 0.0103916 0.0105516 0.0102049 -0.0102314 -0.0100135 -0.010104 0.0101264 0.0101474 0.0102298 0.0105861 0.0106187 0.0107424 -0.0100433 0.01022 0.0107737 0.0102348 0.0104622 0.0104862 0.0103461 0.0103791 internal_weight=0 419.71 352.496 67.2142 424.808 26.0524 41.1618 93.5153 47.0068 258.98 31.4896 17.1761 47.321 10.9951 377.801 36.0117 46.1943 31.6471 35.2022 13.9208 9.90742 8.87634 64.1638 32.2184 6.94518 9.67222 12.3419 9.53212 19.1476 9.8637 internal_count=911180 169666 167716 1950 741514 515 1435 7640 5928 160076 940 372 2864 625 735586 5303 4776 2562 1776 278 187 143 23536 1669 107 495 308 226 632 296 is_linear=0 shrinkage=0.01 Tree=713 num_leaves=31 num_cat=0 split_feature=11 48 0 29 19 0 0 0 4 14 4 20 48 48 4 4 29 4 19 8 4 29 4 4 19 4 4 28 4 4 split_gain=849.078 0.0100743 0.00253953 0.00230032 0.00169591 0.000498554 0.000286145 0.000266188 0.000243945 0.00019537 0.000141392 0.000137885 0.000134433 0.000108188 8.65625e-05 8.21698e-05 6.03916e-05 5.70194e-05 4.344e-05 4.31179e-05 4.23027e-05 3.84353e-05 3.83261e-05 3.6646e-05 3.44373e-05 3.20911e-05 2.90025e-05 2.79643e-05 2.70559e-05 0.000103599 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 18.500000000000004 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 25.500000000000004 29.500000000000004 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 22.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 29.500000000000004 1.0000000180025095e-35 298.50000000000006 29.500000000000004 1.0000000180025095e-35 7.5000000000000009 8.5000000000000018 decision_type=2 2 2 2 2 2 2 2 8 2 10 2 2 2 10 10 2 10 2 2 10 2 10 10 2 10 10 2 10 10 left_child=6 3 8 4 5 9 13 10 17 11 -5 14 20 16 -2 -12 18 -3 22 -14 -8 24 -1 -16 -22 -10 -11 -25 -4 -30 right_child=1 2 28 7 -6 -7 12 -9 25 26 15 -13 19 -15 23 -17 -18 -19 -20 -21 21 -23 -24 27 -26 -27 -28 -29 29 -31 leaf_value=-0.010260556847732669 0.010046552356544296 0.010178082607349282 0.010067981643832864 0.010397997499222838 0.010196026573567699 0.010034749099305674 -0.010021451871560529 0.010110372419352425 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0.73517516313586384 0.067974932491778328 0.32778060203418036 56.332659085281193 leaf_count=9 10608 2407 419 38 1272 51161 4385 456 26042 87 665 2 67299 442779 15372 803 37743 2623 25436 2 23426 3227 134708 41099 2500 57 98 5 100 16352 internal_value=0 0.0101275 0.010173 0.0100742 0.0100646 0.0100573 -0.0100265 0.0101996 0.0101928 0.0100704 0.0102215 0.010069 -0.0100424 -0.0100222 0.0100687 0.0102142 -0.0100299 0.0101585 -0.0100328 -0.0100326 -0.0100577 -0.010061 -0.0100351 0.0100725 -0.0100644 0.010197 0.010198 0.0100682 0.0101159 0.0101168 internal_weight=0 415.587 224.445 191.141 177.553 168.253 420.592 13.5882 166.628 106.342 10.9037 105.155 89.2938 331.299 105.101 10.4678 117.092 18.4359 100.751 54.3512 34.9426 31.9935 90.1404 90.0401 29.2947 148.192 1.18705 61.9547 57.8172 56.6604 internal_count=911180 169666 48000 121666 119704 118432 741514 1962 31129 67271 1506 67086 100839 640675 67084 1468 197896 5030 160153 67301 33538 29153 134717 56476 25926 26099 185 41104 16871 16452 is_linear=0 shrinkage=0.01 Tree=714 num_leaves=31 num_cat=0 split_feature=6 1 1 3 3 1 4 0 3 5 1 5 3 1 3 1 1 1 3 3 6 1 3 3 6 3 6 5 5 1 split_gain=15 9.48361 2.70277 1.95678 2.17933 1.67663 1.60131 1.09187 1.26836 1.61259 1.03314 1.02882 1.00473 0.985743 0.879125 0.796455 0.758706 1.06649 1.08729 0.738731 0.684386 0.672853 0.648858 1.1551 0.625789 0.567131 0.563295 0.539236 0.529417 0.519109 threshold=3.5000000000000004 -1.0000000180025095e-35 -126.49999999999999 0.51530771633864425 0.48846085567193326 -8.4999999999999982 20.500000000000004 1.0000000180025095e-35 0.091229193341869366 3.5000000000000004 -124.49999999999999 2.5000000000000004 0.37341365461847392 -34.499999999999993 0.96178188899707895 -10.499999999999998 -60.499999999999993 -65.499999999999986 0.90501253132832093 0.25108695652173912 1.0000000180025095e-35 -64.499999999999986 0.87439320388349528 0.50155279503105599 1.5000000000000002 1.0000000180025095e-35 178.50000000000003 1.5000000000000002 2.5000000000000004 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0.244081 0.239869 0.208101 0.207227 0.206278 0.197952 0.201247 threshold=0.78322452306747448 5.9116524425917312e-05 0.99989646673202526 8.8294510192099562e-07 -390.49999999999994 0.0043998162727802515 0.0089773964136838514 -348.49999999999994 -1.0000000180025095e-35 6.1143434777477532e-06 0.99998754262924205 0.98755538463592529 0.99473056197166454 0.068259380757808671 0.00042608799412840006 6.5000000000000009 -64.499999999999986 3.5000000000000004 2.3838758522742867e-07 0.31281565656565663 0.13270235061645502 0.78297101449275375 0.46186166774402071 2.5000000000000004 5.5000000000000009 0.0006371206545736001 2.5000000000000004 0.99894970655441295 0.80066225165562932 2.2592552113565038e-06 decision_type=2 2 2 2 10 2 2 10 8 2 2 2 2 2 2 10 8 10 2 2 2 2 2 10 8 2 10 2 2 2 left_child=1 3 8 15 6 14 25 -5 12 21 -4 -10 26 19 -6 18 -17 -14 -1 -7 24 -9 -11 -15 -8 -3 -2 -13 29 -23 right_child=2 4 10 7 5 13 20 9 11 22 -12 27 17 23 -16 16 -18 -19 -20 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.009634067828544271 0.0042272235089727004 -0.0062235248761677809 0.0071814631368969971 -0.0077715660563940272 -0.0019421742844180552 -0.00049570891477511935 -0.0026517143793961958 -0.0064009617326528422 0.00049090290300767329 -0.0048072313501251783 0.0097225577268274591 0.0025039428710282147 0.0064807501196355744 0.0021543062312711363 -0.00057178022578105231 0.0057408333278820946 -0.010002358477083171 0.0022794117442846355 -0.0084654942885028072 0.0010715139581950375 -0.00091903905639884563 -0.0053287065585412054 -0.0031748546274145847 0.0003871491271661958 0.0042633302375606761 -0.0044642956544667656 0.0022431990854069697 0.0044105559115888322 -0.0050576673205004283 0.001541853761677409 leaf_weight=64.815121925246785 38.419903555652127 13.143158442893766 16.52828717691591 32.214202487797593 46.853008928330382 18.21707077906467 22.13212725776248 30.190723313469789 19.49115381273441 13.861391111393457 127.5987563446979 12.40407252777368 21.638541634194556 76.457761908066459 62.519966858060798 0.87892156284942757 2.0150743381818752 2.7635801293654358 41.508776142218267 55.4155187443248 27.383747001294978 0.73199195705819686 32.072329570510192 8.7059767507016641 0.51326437474926834 13.76738305276376 6.1003449877025551 10.459377822175155 7.5430514439212857 1.0209562509844543 leaf_count=227948 8380 17151 9783 65198 43327 4721 10376 71694 5205 20587 115548 4759 7342 13999 33639 697 9257 855 127303 17245 7634 1796 48345 1844 145 12209 1242 5326 16264 1361 internal_value=0 -0.00310635 0.00692499 -0.00724469 -0.000386073 0.000341902 -0.00292339 -0.00554718 0.00367898 -0.00470831 0.00943115 0.0020484 0.00468102 0.00137555 -0.00115883 -0.00907301 -0.00522107 0.00600494 -0.00917786 0.000683775 -0.00163238 -0.00591911 -0.00366746 0.00197366 -0.00249498 -0.00532351 0.00395536 0.00337616 -0.0043542 -0.00132714 internal_weight=0 571.962 255.404 226.853 345.109 268.169 76.9397 117.635 111.277 85.4204 144.127 42.3546 68.9224 158.796 109.373 109.218 2.894 24.4021 106.324 73.6326 50.0291 39.4867 45.9337 85.1637 22.6454 26.9105 44.5202 22.8635 9.296 1.75295 internal_count=911180 752740 158440 590450 162290 114775 47515 225245 33109 160047 125331 15290 17819 37809 76966 365205 9954 8197 355251 21966 18155 91115 68932 15843 10521 29360 9622 10085 19421 3157 is_linear=0 shrinkage=0.01 Tree=716 num_leaves=31 num_cat=0 split_feature=1 0 2 0 2 2 2 2 2 2 1 0 2 1 1 2 2 2 48 2 1 1 2 1 1 1 1 2 2 2 split_gain=13.9295 4.01147 3.43178 2.82006 1.67352 1.56982 1.06094 0.98131 0.957319 1.79631 0.894334 0.835668 0.827796 0.774052 0.93642 0.846299 1.35501 0.960854 0.735407 0.694549 0.519997 0.453261 0.417047 0.397453 1.82188 0.75304 0.633578 0.382472 0.562747 0.354932 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.028778467908902653 1.0000000180025095e-35 0.77842377260981921 0.98936170212765973 0.31835016835016838 0.5265987549518959 0.75110619469026563 0.74891304347826104 -9.4999999999999982 1.0000000180025095e-35 0.66751700680272119 -83.499999999999986 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4167 7169 11372 6173 40546 6862 14289 127 74116 3415 5358 1512 10433 358 39953 11261 301 470 5915 3791 10872 123281 3760 internal_value=0 0.00185189 -0.000917333 -0.00131027 -0.00165038 0.00100694 0.00360888 0.00457898 0.000814346 0.000955925 0.000559028 0.000658652 0.000658749 -0.00187693 -0.00142369 -0.0013198 0.000644432 0.00351923 0.000758128 0.00253123 0.0079419 0.0010794 -0.00649412 0.000317892 0.000862683 -0.00156537 -0.000476653 -0.00156713 -0.00123945 0.0053899 internal_weight=0 270.212 554.17 443.574 375.292 182.464 87.7479 49.3423 174.922 168.742 68.2817 110.596 155.815 336.553 177.769 174.2 19.4819 8.90301 66.2758 15.8735 3.16565 60.6357 3.56921 38.7388 30.0468 8.69197 23.1871 154.718 107.866 6.8597 internal_count=911180 262831 648349 572110 518766 187056 75775 43715 181218 174049 53344 76239 162677 492198 243077 231689 23420 9131 47171 14600 3773 41465 11388 26568 20352 6216 16122 208269 134153 4230 is_linear=0 shrinkage=0.01 Tree=717 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 12 12 12 12 12 5 12 5 6 6 6 6 6 12 6 5 12 12 6 4 6 6 12 12 4 split_gain=174.514 63.6603 20.8081 6.19373 5.7956 1.17647 1.05318 0.962395 0.780929 0.772276 0.439446 0.353078 0.338349 0.311301 0.281917 0.255367 0.240012 0.237617 0.297847 0.236677 0.215636 0.174197 0.170908 0.169654 0.167731 0.164394 0.164289 0.196855 0.164056 0.16312 threshold=0.78322452306747448 3.4846319977077662e-05 0.99989646673202526 0.0035319819580763002 8.8294510192099562e-07 0.99473056197166454 0.00025326936156485003 0.99998754262924205 0.13270235061645502 5.4143545185070261e-06 6.5000000000000009 2.3838758522742867e-07 2.5000000000000004 13.500000000000002 109.50000000000001 1.0000000180025095e-35 158.50000000000003 73.500000000000014 4.5252242841797857e-07 455.50000000000006 2.5000000000000004 0.94052824378013633 0.99999946355819713 107.50000000000001 28.500000000000004 12.500000000000002 3.5000000000000004 0.00014260681928130004 2.2601067684036027e-07 26.500000000000004 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0.57317166309803624 7.2381809086073181 2.3057031978387412 2.9079312648391342 1.0755299031734464 8.3917500432580692 41.371015882585198 3.8767680139280856 2.320488999830562 6.7450886135920873 55.411602953332476 13.268425206420941 0.30608236556872725 1.3868403481319544 0.49315407685935397 25.067054256796837 leaf_count=24132 14730 5469 295 104770 41 711747 385 1765 5794 10204 5635 1095 8 1002 20 863 325 870 32 1289 6269 242 160 1529 8745 1696 39 204 53 1772 internal_value=0 0.0101285 0.0101935 0.0100527 0.0101627 -0.0100267 0.0104185 0.0101586 0.0101046 0.0100981 -0.0100743 0.010172 0.010206 0.0101662 0.0102945 0.0102897 0.010307 0.0102086 0.0103251 0.0101446 0.0102037 0.0104189 0.0103087 0.0100588 0.0101518 0.0101244 0.0105698 0.0102224 0.0105408 0.0103204 internal_weight=0 408.077 219.617 188.459 168.251 412.996 2.66193 165.589 70.6884 30.0827 56.7034 135.506 1.41913 14.4119 51.3665 50.4872 43.249 6.72348 36.5255 37.7553 52.7401 5.44545 31.0801 32.9331 82.7662 27.3546 0.879254 3.70733 1.56868 27.3728 internal_count=911180 169666 41554 128112 36679 741514 434 36245 23342 12971 29767 23274 393 2767 4875 4816 3953 1165 2788 7083 7364 327 2461 16259 15910 7165 59 364 85 2097 is_linear=0 shrinkage=0.01 Tree=719 num_leaves=31 num_cat=0 split_feature=11 10 6 48 10 5 10 10 2 48 10 5 5 10 6 10 10 48 29 6 10 5 29 48 6 6 2 6 5 10 split_gain=825.477 0.0195205 0.00663842 0.00243052 0.00171667 0.00156376 0.00144714 0.00130424 0.00144806 0.0012282 0.00115322 0.000865179 0.000858949 0.000750282 0.000739553 0.000668709 0.000650027 0.000646739 0.000605076 0.00047674 0.000442594 0.000388246 0.000363741 0.000340939 0.000303693 0.000268435 0.000277728 0.00025495 0.000253134 0.00034983 threshold=1.0000000180025095e-35 3.3950000000000005 32.500000000000007 1.0000000180025095e-35 9.7700000000000014 6.5000000000000009 2.8250000000000006 6.0550000000000006 0.055738304093567205 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 2.5000000000000004 9.0500000000000025 1.5000000000000002 5.8350000000000009 3.9950000000000006 1.0000000180025095e-35 1.0000000180025095e-35 317.50000000000006 4.5950000000000006 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 40.500000000000007 0.15831244778613199 9.5000000000000018 1.5000000000000002 6.9050000000000011 decision_type=2 10 2 2 10 10 10 10 2 2 10 10 8 8 2 10 10 2 2 2 10 10 2 2 2 2 2 2 10 10 left_child=6 3 4 18 7 12 17 8 -3 -6 27 -11 15 28 20 16 22 -1 -2 -18 23 -16 -4 -10 -12 -20 -27 -5 -9 -30 right_child=1 2 5 10 9 -7 -8 13 14 11 24 -13 -14 -15 21 -17 19 -19 25 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.010114373654648233 0.010021992713021214 0.010116553692392177 0.010188987454540612 0.010042542600074086 0.010051431011192491 0.01078088987259803 -0.010018940105448777 0.010119617128812906 0.010086792180507597 0.010642682704319298 0.010119216668207261 0.010098545854604417 0.010388777398676101 0.01023756401695111 0.010202588492045759 0.010211013634463742 0.010301913548464419 -0.0100453481688442 0.010099710118635068 0.01043192572518571 0.010187206606022904 0.010269841531458998 0.010509827204395385 0.010170522176794202 0.010181307088907892 0.010534052841925632 0.010179459797297279 0.010114886963125423 0.010121827776721727 0.010023795645196813 leaf_weight=22.980078366672387 118.00257895281538 36.476708279573359 6.1525024301372495 24.649102345923897 0.68916359334252697 0.64494759240187605 352.7540876740095 9.7745934703853035 9.7674983456963673 1.5893243371974675 22.399612591601908 0.35803278733510535 6.9209681106731287 3.3751730500953263 28.195785887655802 13.692976291291414 19.794380520121198 33.163167700113263 2.3174795177765186 3.2890664513688526 37.713881468283944 12.340919737471266 0.37489049206487823 9.6853123875334859 12.150487388949839 0.32835008646361508 0.67486391181591898 6.0711189529392859 5.3799701876705539 11.256395756674463 leaf_count=8134 105224 7341 1130 14056 301 16 711747 2990 4007 52 4697 81 368 266 4125 1499 1669 21633 712 180 5220 1299 13 1282 1932 12 96 1383 1324 8391 internal_value=0 0.0101272 0.0101916 0.0100522 0.0101611 0.0102916 -0.0100264 0.010157 0.0101703 0.0104142 0.0101014 0.0105426 0.0102853 0.0100972 0.0101904 0.0102688 0.0102955 -0.0100736 0.0100257 0.0103204 0.0101672 0.0102231 0.0102074 0.0101285 0.0101411 0.0101589 0.0102955 0.0100568 0.0100792 0.0100555 internal_weight=0 404.066 217.472 186.594 166.603 50.8697 408.897 163.966 134.18 2.63652 65.2703 1.94736 50.2248 29.7861 97.7034 43.3038 29.6108 56.1432 121.323 23.0834 57.1667 40.5367 6.52739 19.4528 34.5501 3.32069 1.00321 30.7202 26.411 16.6364 internal_count=911180 169666 41554 128112 36679 4875 741514 36245 23274 434 22068 133 4859 12971 15933 4491 2992 29767 106044 1849 10509 5424 1143 5289 6629 820 108 15439 12705 9715 is_linear=0 shrinkage=0.01 Tree=720 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 2 3 2 2 12 12 2 12 3 3 2 3 3 5 12 2 1 12 5 split_gain=817.202 0.0783518 0.0112389 0.0102476 0.00555334 0.00202086 0.00129261 0.00116041 0.00110544 0.00109979 0.000804113 0.000458891 0.000394631 0.000328158 0.000323822 0.000311023 0.000254862 0.000229024 0.000217106 0.000198449 0.000182499 0.000171865 0.000170335 0.000169107 0.000157515 0.000139843 0.000128851 0.00012453 0.000107459 0.000105837 threshold=1.0000000180025095e-35 0.0013712961226701001 0.2688089013099671 3.2062489481177188e-05 0.78322452306747448 1.7613556906326269e-06 0.026551560498774003 0.00019807765784200004 0.97252115607261669 0.99977076053619396 0.036334333941340412 0.045804195804195758 1.0000000180025095e-35 0.040202020202020204 0.16252188240140047 5.1029428504989491e-06 0.0055486904457211009 0.48846085567193326 0.97252115607261669 0.51739261947973392 1.0000000180025095e-35 0.040202020202020204 0.97156334231805941 1.0000000180025095e-35 1.5000000000000002 0.65440738201141369 0.055738304093567205 -22.499999999999996 0.068259380757808671 1.5000000000000002 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 8 2 10 left_child=4 3 6 5 10 14 16 13 25 18 -1 -7 -9 -5 -2 -13 23 -17 -6 27 -15 -8 29 -3 -16 -4 -18 -11 -23 -14 right_child=1 2 8 7 9 11 21 12 -10 19 -12 15 22 20 24 17 26 -19 -20 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010007368395625323 0.010613460384835896 0.010164499586990058 0.010082155227283991 0.01030811523028735 -0.010092196473855808 0.010415701600990774 0.010086553056031844 0.010206416934469704 0.010016499043998385 -0.010221242084351947 -0.010046588542300129 0.010640410413549664 0.010309943379043679 0.010257878808612283 0.010713223458294667 0.010569690184803094 0.010133186737815112 0.010474635552746428 -0.010143552426253602 -0.010185743932043743 0.01043559979259456 0.010155630153362457 0.010226027347061423 0.010237085457677859 0.010811005723568136 0.010052233867845295 0.01018787749208969 -0.010346001582899594 0.010118705374316845 0.010363468541314298 leaf_weight=302.91433584327751 2.0345898307859915 3.9708604211919036 26.985177671071142 2.7590145943686393 16.614938818034716 2.6736885756254223 10.715320141054688 3.9280424285680082 180.87967769772513 1.1388428569771347 63.178638556390069 3.4941023699939242 12.355741994455462 0.6046471456065764 3.6264506429433823 6.3183295968919975 5.5450811698101488 4.2328534545376897 16.314598957775161 1.9882337059825657 13.016895183362065 12.603911007987334 1.8889411399140943 16.743312559556216 3.0187789425253868 37.086958577856421 19.307076762197539 2.6895677922293539 21.035252334084362 5.2698263805359593 leaf_count=714993 39 285 4269 100 2679 72 1447 222 146569 64 21927 65 469 28 60 129 486 106 1612 136 355 1036 91 834 44 9238 1259 103 2293 170 internal_value=0 0.010126 0.0100642 0.0104431 -0.0100262 0.0106 0.0101599 0.010343 0.0100291 -0.01014 -0.0100141 0.0105358 0.0102979 0.0104076 0.0107238 0.0105586 0.0101973 0.0105316 -0.0101176 -0.0102668 0.0104277 0.0101214 0.0103163 0.0102232 0.0107576 0.0100648 0.0101757 -0.0103089 0.0101325 0.0103259 internal_weight=0 400.095 334.873 65.2219 404.839 25.3988 89.9208 39.8231 244.952 38.7462 366.093 16.719 23.4426 16.3806 8.67982 14.0453 45.5663 10.5512 32.9295 5.81664 13.6215 44.3545 19.5145 20.7142 6.64523 64.0721 24.8522 3.82841 33.6392 17.6256 internal_count=911180 169666 167716 1950 741514 515 7640 1435 160076 4594 736920 372 952 483 143 300 2864 235 4291 303 383 4776 730 1119 104 13507 1745 167 3329 639 is_linear=0 shrinkage=0.01 Tree=721 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 2 3 2 2 12 12 2 12 3 3 2 3 3 5 12 2 12 5 12 split_gain=809.009 0.0759941 0.0109052 0.0099314 0.00538919 0.00195749 0.00125392 0.00112512 0.00107275 0.00106694 0.000780382 0.00044476 0.000382698 0.000318185 0.000313508 0.000301348 0.000247208 0.000221869 0.000210679 0.00019248 0.000176927 0.000166771 0.000165197 0.000164022 0.000152481 0.000135702 0.000124999 0.000104255 0.000102605 9.60996e-05 threshold=1.0000000180025095e-35 0.0013712961226701001 0.2688089013099671 3.2062489481177188e-05 0.78322452306747448 1.7613556906326269e-06 0.026551560498774003 0.00019807765784200004 0.97252115607261669 0.99977076053619396 0.036334333941340412 0.045804195804195758 1.0000000180025095e-35 0.040202020202020204 0.16252188240140047 5.1029428504989491e-06 0.0055486904457211009 0.48846085567193326 0.97252115607261669 0.51739261947973392 1.0000000180025095e-35 0.040202020202020204 0.97156334231805941 1.0000000180025095e-35 1.5000000000000002 0.65440738201141369 0.055738304093567205 0.068259380757808671 1.5000000000000002 0.2688089013099671 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 10 2 left_child=4 3 6 5 10 14 16 13 25 18 -1 -7 -9 -5 -2 -13 23 -17 -6 -11 -15 -8 28 -3 -16 -4 -18 -23 -14 -12 right_child=1 2 8 7 9 11 21 12 -10 19 29 15 22 20 24 17 26 -19 -20 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010007295157304317 0.010607022598920102 0.01016284446527253 0.010081335005162931 0.010304963227877906 -0.010091276241861858 0.010411403522072397 0.010085686572893852 0.010204328516595466 0.010016334872557285 -0.010305750328561744 -0.01003519823275332 0.010633664046357126 0.01030677951378141 0.010255261664037348 0.010705647317644023 0.010563721783874469 0.010131849479877235 0.010469718469777478 -0.010142117042029756 -0.010183876997163879 0.010431102821483377 0.010154067099863207 0.010223730940638484 0.010234682596993038 0.01080229992707785 0.010051713242259066 0.010185982726597305 0.010117517324199665 0.0103597361671495 -0.010060184873453965 leaf_weight=299.90247172047384 2.0155617669224757 3.9319867626763907 26.718833494232967 2.7323932712897685 16.451109913410619 2.6481722425669458 10.60960779385641 3.8897496843710568 179.08281545870705 3.7914659758098415 35.19789133121958 3.4615191873162976 12.236536602489656 0.59878280572593112 3.5928949490189552 6.2589777335524541 5.490627646911892 4.1926941750571132 16.154540503863245 1.968809505458921 12.89290295075625 12.480411298805846 1.8705638293176878 16.580586147494614 2.9911381900310516 36.719829422072507 19.118506057187915 20.828381330007687 5.219260996207594 27.354980120086111 leaf_count=714993 39 285 4269 100 2679 72 1447 222 146569 167 15018 65 469 28 60 129 486 106 1612 136 355 1036 91 834 44 9238 1259 2293 170 6909 internal_value=0 0.0101247 0.0100636 0.0104385 -0.0100259 0.0105937 0.0101583 0.0103395 0.0100289 -0.0101386 -0.010014 0.0105302 0.0102948 0.0104034 0.0107161 0.0105528 0.0101953 0.010526 -0.0101165 -0.0102641 0.0104233 0.0101202 0.010313 0.0102209 0.0107496 0.0100642 0.0101739 0.0101312 0.0103226 -0.0100461 internal_weight=0 396.163 331.562 64.6011 400.821 25.161 89.0401 39.4402 242.521 38.3659 362.455 16.5614 23.2161 16.2241 8.59959 13.9132 45.1217 10.4517 32.6057 5.76028 13.4917 43.9184 19.3264 20.5126 6.58403 63.4387 24.6091 33.3088 17.4558 62.5529 internal_count=911180 169666 167716 1950 741514 515 7640 1435 160076 4594 736920 372 952 483 143 300 2864 235 4291 303 383 4776 730 1119 104 13507 1745 3329 639 21927 is_linear=0 shrinkage=0.01 Tree=722 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 48 48 48 12 12 48 12 12 12 19 19 5 48 12 5 12 6 12 39 6 12 39 6 5 5 split_gain=165.024 60.4584 20.0514 5.82569 5.62128 2.71398 2.1513 1.17619 1.11624 0.941936 0.819148 0.635597 0.605518 0.589717 0.454508 0.446501 0.42278 0.410715 0.358435 0.352129 0.347485 0.329141 0.264533 0.243432 0.226963 0.283878 0.223547 0.219285 0.211935 0.200669 threshold=0.78322452306747448 3.4846319977077662e-05 0.99989646673202526 0.0035319819580763002 8.8294510192099562e-07 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.99473056197166454 0.99998754262924205 1.0000000180025095e-35 0.00017857718921725002 0.068259380757808671 4.0456557144352709e-06 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 0.13270235061645502 3.5000000000000004 2.3838758522742867e-07 13.500000000000002 0.00048551171494175006 1.0000000180025095e-35 73.500000000000014 4.5252242841797857e-07 1.0000000180025095e-35 12.500000000000002 5.5000000000000009 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 10 2 2 2 2 2 2 2 2 8 10 left_child=1 4 8 5 16 22 14 15 10 -4 23 -7 27 -9 18 -6 20 -10 26 -19 -1 -17 -3 -2 25 -18 28 -8 -5 -14 right_child=2 3 9 6 7 11 12 13 17 -11 -12 -13 29 -15 -16 21 24 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0096186865678774391 0.0013967290688107021 -0.0052260302658821214 0.0071055759756656891 -0.0020374371817466108 -0.0075341935648307271 -0.0024770565408298922 0.0001669850943953508 -0.0060076446248928826 0.0039058983086517158 0.0097096423162348604 0.0037900120799558459 -0.00074511616640672259 0.0020801906127946726 -0.0040591344583381884 0.0017626489989566302 -0.0075171763380747908 -0.0089719763429221035 0.0063802631660075998 -0.00035204061520597256 0.00223645806505371 -0.0084129862151088915 -0.00091271230931560653 -0.0034877059114742956 0.0074788609286743565 -0.00084693780191430381 0.00082240984362095312 0.0045341534276851295 0.0013787989966586997 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0.000293219 0.000255875 0.000218342 0.000211746 0.000253318 0.000207362 0.000233367 0.000161177 0.000170836 0.000203233 0.000165741 threshold=1.0000000180025095e-35 -4.4999999999999991 15.500000000000002 6.5000000000000009 5.5000000000000009 2.5000000000000004 1.5000000000000002 4.5000000000000009 158.50000000000003 1.5000000000000002 -8.4999999999999982 4.5000000000000009 16.500000000000004 -95.499999999999986 -1.0000000180025095e-35 1813.0000000000002 -144.49999999999997 -147.49999999999997 10.500000000000002 28.500000000000004 -371.49999999999994 2.5000000000000004 1.0000000180025095e-35 17.500000000000004 -43.499999999999993 -48.499999999999993 2.5000000000000004 33.500000000000007 42.500000000000007 225.50000000000003 decision_type=2 8 2 10 10 10 2 2 2 10 10 2 2 10 8 2 10 10 2 10 10 10 2 2 10 10 10 2 2 2 left_child=11 2 6 4 5 8 21 -3 13 -9 16 14 -7 20 -1 18 17 -8 -11 -20 -4 -2 23 -22 25 -10 -21 -28 -29 -30 right_child=1 7 3 -5 -6 12 10 9 24 15 -12 -13 -14 -15 -16 -17 -18 -19 19 26 22 -23 -24 -25 -26 -27 27 28 29 -31 leaf_value=-0.010027015960417291 0.010111774733333721 0.010038179586785252 0.010072111603008995 0.010737458549581733 0.010029059972939893 0.010598779041435217 0.010199171018579397 0.010074073553459201 0.010300964928200105 0.01007553293609734 0.010517766442512044 -0.010014820244250232 0.010349293968369736 0.010199151248421025 -0.010056647161776911 0.010664814812274933 0.010153468902438923 0.010636465765686238 0.01008881853655544 0.010205290130413911 0.010394990371290116 0.010162094367854915 0.01036093271092707 0.010239412208879398 0.01020964125025829 0.010458033109700296 0.010221223815358303 0.010690267297359467 0.010157436226037278 0.01054940898873135 leaf_weight=140.39143807871733 104.20265999290859 112.96910618426045 0.6903355197282498 0.70084089995361765 2.7456475864164522 0.70191023452207257 14.385090527473947 30.133333199366461 11.850278189405797 2.4817434694850782 0.45204102376010169 191.7179790698865 7.5289025965612382 32.112950352602645 63.363699599518441 0.13853079266846258 36.125620518461801 0.28343214793130656 1.6341272888239471 2.9284782643662766 1.1509844402316876 9.4010462908772734 2.1459296987159169 11.536699172109364 2.2595720700919619 1.0279964193468902 0.63518789887893923 0.23096707463264465 0.25362885918002576 0.18771274911705405 leaf_count=203605 30055 97701 177 20 2038 26 1977 17050 1119 1215 20 473481 491 4497 64428 7 7881 14 589 822 85 2068 140 1113 294 56 139 11 42 19 internal_value=0 0.0101243 0.0101696 0.0102497 0.0102451 0.0102535 0.0101334 0.0100529 0.0102381 0.0100958 0.0101722 -0.0100259 0.0103706 0.0102191 -0.0100362 0.010173 0.0101691 0.0102076 0.0101648 0.0102026 0.0102603 0.0101159 0.0102691 0.0102535 0.010298 0.0103135 0.0102465 0.0103388 0.0104499 0.0103242 internal_weight=0 390.895 239.302 74.452 73.7512 71.0056 164.85 151.593 62.7747 38.6237 51.2462 395.473 8.23081 47.6369 203.755 8.49038 50.7941 14.6685 8.35185 5.8701 15.5239 113.604 14.8336 12.6877 15.1378 12.8783 4.23597 1.3075 0.672309 0.441342 internal_count=911180 169666 52071 10056 10036 7998 42015 117595 7481 19894 9892 741514 517 6012 268033 2844 9872 1991 2837 1622 1515 32123 1338 1198 1469 1175 1033 211 72 61 is_linear=0 shrinkage=0.01 Tree=724 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 10 12 10 10 12 12 12 12 10 1 2 2 2 12 2 10 10 6 2 10 10 1 10 6 split_gain=790.196 0.0724138 0.0108074 0.00904907 0.00514706 0.00167319 0.00148178 0.00126306 0.00115927 0.00108823 0.00096457 0.000859212 0.000736359 0.000674895 0.000603361 0.000553084 0.000365863 0.000361605 0.000352615 0.000308095 0.000301579 0.000292209 0.000246947 0.000218779 0.000202744 0.000202017 0.000199366 0.000297 0.000198698 0.000195524 threshold=1.0000000180025095e-35 0.0011766494717448501 0.18897357583045957 2.522791965020588e-05 0.78322452306747448 1.7613556906326269e-06 3.0850000000000004 0.94052824378013633 3.1750000000000003 3.3250000000000006 0.00017857718921725002 0.0089773964136838514 0.036334333941340412 0.99766892194747936 3.7050000000000005 -390.49999999999994 0.045804195804195758 0.055738304093567205 0.040202020202020204 0.99766892194747936 0.16252188240140047 2.3850000000000002 5.8350000000000009 4.5000000000000009 0.034723896792862259 3.0850000000000004 3.2050000000000005 -1.0000000180025095e-35 5.8750000000000009 7.5000000000000009 decision_type=2 2 2 2 2 2 10 2 10 10 2 2 2 2 10 10 2 2 2 2 2 10 10 2 2 8 10 8 8 2 left_child=4 3 9 5 12 20 25 26 13 -3 17 -11 -1 -6 -7 -13 -16 -8 -12 -10 -2 -14 23 -18 -17 -5 -4 -28 29 -19 right_child=1 2 7 6 8 14 10 -9 19 11 18 15 21 -15 16 24 22 28 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.010007145708739958 0.010598580340638684 0.010106568997101708 0.010041051977337357 0.010272375373084936 -0.010166064533363895 0.010404587826506852 0.010329476012694652 0.010017125179809279 -0.010076508194913488 0.010238355957055365 0.010235523662700001 0.010262312969241065 -0.0100966428263958 -0.010326936230007839 0.010430057292364361 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107 425 636 104 20724 60 77 1777 251 6063 617 63 92 internal_value=0 0.0101231 0.0100637 0.0104377 -0.0100256 0.0105949 0.0103442 0.0100303 -0.0101366 0.0101631 0.0103782 0.0101866 -0.0100138 -0.0102183 0.0105295 0.0101579 0.0105629 0.0104427 0.0103277 -0.010099 0.0107063 -0.0100452 0.010587 0.010618 0.0101436 0.0102315 0.0100697 0.0100812 0.0104672 0.0104889 internal_weight=0 387.051 325.509 61.5423 391.548 22.9522 38.5902 243.678 37.756 81.8306 29.6353 57.7743 353.792 11.894 14.4563 37.1419 11.4045 13.0252 16.61 25.862 8.49586 61.3575 9.65011 7.02107 32.6805 8.9549 60.8475 43.5072 10.7056 8.5361 internal_count=911180 169666 167817 1849 741514 467 1382 161099 4594 6718 916 3791 736920 723 324 2803 236 339 577 3871 143 21927 191 131 2594 466 11852 6680 262 199 is_linear=0 shrinkage=0.01 Tree=725 num_leaves=31 num_cat=0 split_feature=11 10 6 1 10 10 1 10 2 10 1 1 1 1 6 2 10 10 10 2 6 10 1 6 1 6 6 6 1 48 split_gain=782.275 0.0169253 0.00575543 0.00256169 0.00151591 0.00125733 0.00115873 0.00112242 0.00126331 0.00108703 0.00108165 0.00074742 0.000744929 0.000696765 0.000643785 0.000616513 0.000862091 0.000592542 0.000636096 0.000571814 0.000532097 0.000486711 0.000470889 0.000427509 0.000425948 0.000356365 0.000259215 0.000253485 0.00024866 0.000244869 threshold=1.0000000180025095e-35 3.3950000000000005 32.500000000000007 -3.4999999999999996 9.7700000000000014 2.8250000000000006 -124.49999999999999 6.0550000000000006 0.055738304093567205 1.0000000180025095e-35 -72.499999999999986 -10.499999999999998 -1.0000000180025095e-35 -8.4999999999999982 1.5000000000000002 0.040202020202020204 9.7700000000000014 7.5550000000000006 3.9950000000000006 0.7696153846153847 1.5000000000000002 5.0450000000000008 -18.499999999999996 162.50000000000003 -27.499999999999996 40.500000000000007 9.5000000000000018 40.500000000000007 -46.499999999999993 1.0000000180025095e-35 decision_type=2 10 2 8 8 10 8 10 2 10 8 8 8 10 2 2 10 10 10 2 2 10 8 2 10 2 2 2 8 2 left_child=5 3 4 9 7 12 -6 8 -3 26 14 19 -1 -8 -9 -4 17 18 22 20 -10 -13 29 27 -25 -11 -2 -20 -29 -17 right_child=1 2 15 -5 6 -7 13 10 11 25 -12 21 -14 -15 -16 16 -18 -19 23 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-0.010042525554473538 0.010040905090598105 0.010111275353887028 0.010180180208861963 0.010020402004823641 0.010625821386917459 -0.010018147476988775 0.010064403238767642 0.010069029656116868 0.01018248470914517 0.010119827390208978 0.010033595368260807 0.010108107551096408 -0.010120456890009956 0.010592987916389081 0.0102111543213726 0.010468157201062546 0.010645889959733987 0.010161844540635004 0.010378032832215856 0.010116511098185114 0.01024116033623914 0.010225106247806181 0.01009821633788844 0.010374319590985084 0.010053602442739283 0.010195997256936573 0.010112627611577154 0.010296405451607347 0.010213111137203024 0.010240625527640853 leaf_weight=34.276437387336046 24.529213830013763 34.648768662358634 5.6173152052797368 110.1441651074565 1.1807690737769005 334.28453815700777 1.0032413194421677 5.1204565357184029 35.697124021942727 27.619743236107752 14.666824233660011 17.800240048440177 19.100768629519735 0.33187111560255234 8.4412997884210181 0.56780911562964353 0.67597604333422978 3.5268915852066121 2.6863024459453326 7.6840986747993147 27.255722624016926 4.4430585012305519 2.5184944334905586 11.370038427528923 0.42975863348692556 7.898856930085457 6.3418635344132772 13.309687855071386 4.9048583162948516 2.8323264201171696 leaf_count=24132 14730 7341 681 104770 41 711747 385 1765 4410 5794 10204 6895 5635 8 1002 25 24 531 169 1560 2446 622 789 726 97 1289 1529 901 681 251 internal_value=0 0.0101219 0.0101833 0.01005 0.0101541 -0.0100253 0.0103976 0.0101502 0.0101628 0.010099 0.0100931 0.010182 -0.0100704 0.0101958 0.0101575 0.0102787 0.0102916 0.0102859 0.0102973 0.0101979 0.0102079 0.0101315 0.0102019 0.0103145 0.0103626 0.0101368 0.0100556 0.0102873 0.010274 0.0102786 internal_weight=0 383.247 206.713 176.534 158.273 387.662 2.51588 155.758 127.529 66.3897 28.2286 92.8802 53.3772 1.33511 13.5618 48.4395 42.8221 42.1462 38.6193 70.6369 62.9528 22.2433 5.91863 32.7006 11.7998 35.5186 30.8711 20.9008 18.2145 3.40014 internal_count=911180 169666 41554 128112 36679 741514 434 36245 23274 23342 12971 15933 29767 393 2767 4875 4194 4170 3639 8416 6856 7517 1065 2574 823 7083 16259 1751 1582 276 is_linear=0 shrinkage=0.01 Tree=726 num_leaves=31 num_cat=0 split_feature=10 10 10 6 10 5 10 10 5 6 2 6 6 6 10 10 5 6 5 2 2 5 10 10 10 10 10 6 2 10 split_gain=48.0427 3.63527 3.36728 3.83622 3.32103 1.43159 1.362 1.24166 1.96184 1.19365 0.821613 0.787574 0.779127 1.03169 0.699345 0.650097 0.641861 0.618264 0.583967 0.513616 0.505572 0.431052 0.458814 0.835664 0.421408 0.652038 0.559219 0.572269 0.574794 0.489609 threshold=2.9750000000000005 2.9750000000000005 4.1450000000000005 53.500000000000007 5.5050000000000008 1.5000000000000002 9.1600000000000019 5.9350000000000014 2.5000000000000004 30.500000000000004 0.75110619469026563 1.5000000000000002 17.500000000000004 3.5000000000000004 2.6250000000000004 4.5950000000000006 4.5000000000000009 154.50000000000003 2.5000000000000004 0.27293771043771048 0.27293771043771048 11.500000000000002 5.3350000000000009 5.3450000000000006 4.495000000000001 4.7650000000000006 4.995000000000001 3.5000000000000004 1.0000000180025095e-35 4.9850000000000012 decision_type=10 8 10 2 10 10 8 10 10 2 2 2 2 2 10 10 8 2 10 2 2 8 10 10 10 10 10 2 2 8 left_child=1 14 18 4 5 24 -6 15 17 10 -3 21 13 16 -1 -5 -8 -9 -2 -11 -17 22 -7 -24 -4 -26 29 -28 -29 -27 right_child=2 9 3 7 6 11 12 8 -10 19 -12 -13 -14 -15 -16 20 -18 -19 -20 -21 -22 -23 23 -25 25 26 27 28 -30 -31 leaf_value=0.0034694748581497038 0.00010383590431290287 0.0062683267858358272 -0.00024481575014642345 -0.0019845672297661527 0.00028912006136369854 -0.0029517478675412079 -0.0068913561184664098 0.0017192250718194469 -0.0058578293247488191 -0.0022874095526477733 0.0037465806127826391 -0.0044402631696958536 -0.0078669947841705414 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62123 18890 16084 111334 47523 9892 11237 27538 1938 11575 66614 12425 3040 27106 38549 201 12776 7878 2728 113414 352 1044 5364 21204 36714 54503 2416 46136 4171 internal_value=0 0.00408372 -0.00154715 -0.0019577 -0.00145203 -0.00215147 -4.21116e-05 -0.00370474 -0.00180283 0.00550386 0.00582522 -0.00329605 -0.00372437 -0.00168361 0.00285569 -0.0043745 -0.00523454 0.000102953 -6.89148e-05 0.00166121 -0.00475183 -0.00236039 -0.00250741 9.58142e-05 -0.00159582 -0.00180166 -0.0015422 -0.00203027 -0.00322268 -0.000552589 internal_weight=0 208.447 554.845 434.243 336.768 225.1 111.668 97.4752 25.3863 96.6626 89.2027 73.5639 9.21594 6.17431 111.784 72.089 3.5189 17.2697 120.602 7.45992 62.2592 40.4701 39.6651 5.78326 151.536 131.5 115.781 77.5397 26.4954 38.2416 internal_count=911180 153668 757512 661421 441823 304931 136892 219598 51551 78364 73698 120897 25558 13133 75304 168047 10093 24013 96091 4666 151963 54283 53931 6408 184034 165144 143940 103055 48552 40885 is_linear=0 shrinkage=0.01 Tree=727 num_leaves=31 num_cat=0 split_feature=10 48 10 10 10 10 48 10 2 10 48 5 10 10 3 2 2 48 4 2 3 5 10 10 5 10 2 3 3 2 split_gain=47.1652 9.70952 3.52502 3.30603 3.24987 2.14539 1.60705 2.10054 1.42881 1.16497 1.2256 1.14101 1.06142 0.890699 1.32619 0.797892 0.833222 0.796546 0.736342 0.666142 0.660847 0.653829 0.610397 0.594816 0.572841 0.51083 0.503547 0.496438 0.483519 0.464388 threshold=2.9750000000000005 1.0000000180025095e-35 2.9750000000000005 4.1450000000000005 5.5050000000000008 9.1600000000000019 1.0000000180025095e-35 4.995000000000001 1.0000000180025095e-35 6.285000000000001 1.0000000180025095e-35 1.5000000000000002 2.9750000000000005 4.9850000000000012 0.74478940512375169 0.49844720496894418 0.50144508670520238 1.0000000180025095e-35 25.500000000000004 0.66522988505747138 0.99938118811881205 6.5000000000000009 8.7300000000000022 2.1250000000000004 2.5000000000000004 5.8350000000000009 0.73701079622132271 0.47083130772970344 0.62453007518796999 0.5325381140598533 decision_type=10 2 8 10 10 10 2 10 2 10 2 10 8 10 2 2 2 2 10 2 2 8 10 10 10 8 2 2 2 2 left_child=1 2 23 24 6 9 7 13 18 10 21 -12 -3 29 -15 28 -17 -7 -8 -18 -11 25 -22 -1 -2 -6 -14 -25 -10 -5 right_child=3 12 -4 4 5 17 8 -9 15 20 11 -13 26 14 -16 16 19 -19 -20 -21 22 -23 -24 27 -26 -27 -28 -29 -30 -31 leaf_value=0.0055751053898264536 0.00010279751516413025 0.00033367236464893797 0.0077717745294707506 -0.001881636560883787 -0.0026037363427609504 0.0038165862478770018 -0.004023793559962581 -0.0050952442500707242 -0.0042546217644323396 0.00092898560488731744 0.0009152512923040931 -0.0020056786032224346 0.0031553623405294988 -0.0070538693330072502 0.0081156607104948871 0.0004265938619850496 -0.0034023200712106883 -0.005311331695881728 0.00033034084798275209 -0.001084044950373926 -0.0039632028155170296 0.0065779812501349146 0.0091542687307921335 0.0023694491717212878 -0.0028456210079454308 -0.0061752950893790553 0.00056014226050114346 0.0045345875898099835 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0.000241732 0.000169794 0.000542605 0.000148921 0.000192916 0.000441508 0.000284744 0.000160229 0.000151195 0.000172627 0.000142068 0.000129456 0.000111075 threshold=1.0000000180025095e-35 -4.4999999999999991 15.500000000000002 -95.499999999999986 5.5000000000000009 2.5000000000000004 2.5000000000000004 -8.4999999999999982 1.5000000000000002 -168.49999999999997 -1.0000000180025095e-35 -7.4999999999999991 6.5000000000000009 -65.499999999999986 -60.499999999999993 -82.499999999999986 -32.499999999999993 -23.499999999999996 -124.49999999999999 -125.49999999999999 -103.49999999999999 -144.49999999999997 -178.49999999999997 1.5000000000000002 -122.49999999999999 1.5000000000000002 -156.49999999999997 -118.49999999999999 -385.49999999999994 3.5000000000000004 decision_type=2 8 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 8 10 8 8 8 10 10 10 10 left_child=10 2 3 6 5 7 20 13 -3 12 -1 -9 28 15 -15 -5 -16 -18 19 -11 21 22 -2 27 -25 26 -24 -23 -8 -7 right_child=1 8 -4 4 -6 29 9 11 -10 18 -12 -13 -14 14 16 -17 17 -19 -20 -21 -22 23 25 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.010019009896796516 0.010174777569221563 0.010042496958683825 0.010794125316188787 0.010133070031861677 0.01004507430125917 0.010220678138928517 0.010400733034898763 0.010454613309314747 0.010082317233486047 0.010307175602321226 -0.01004242675990181 0.010113408299008116 0.010463545843976366 0.010103357610443278 0.010157965894589019 0.010174748800642303 0.010086592201008064 0.010170435427740177 0.010217461321170086 0.01066865473609413 0.010269845855135847 0.010216388270929215 0.010165054629290727 0.010037558276249345 0.0102171145515716 0.010349338895361685 0.010299727430364773 0.010115617598967909 0.010206213856623372 0.010302124250435325 leaf_weight=280.67722639863496 43.775029918993816 112.29379012843128 0.43336164578795333 19.67832093348261 4.7737821578630237 2.7171221625758326 0.35326775722205361 0.72303050069604069 33.926645750936586 1.7093968024710198 102.26131078141043 0.28105503797996678 0.37219865631777871 21.9106965175597 51.150161305442445 36.226552545093 9.507205988513304 5.3872924337047214 0.70759750832803447 0.5485036064637826 1.7944378497777496 3.7581642759032547 1.8267226464813573 3.0532297561876476 0.5936055605998275 1.669242979143746 1.9872523082885956 2.2287014351459193 10.855751985334789 4.3635664203902707 leaf_count=596207 8024 94166 7 4376 2729 424 18 39 23429 175 145307 51 28 8968 9773 6274 4570 951 82 12 175 465 264 1654 66 106 213 381 1794 452 internal_value=0 0.0101214 0.0101652 0.0101641 0.0101501 0.0101534 0.0101931 0.0101477 0.0100517 0.0102474 -0.0100253 0.0103591 0.0102204 0.0101462 0.0101374 0.0101601 0.0101487 0.0101169 0.0103526 0.010395 0.0101801 0.0101774 0.0101854 0.0101364 0.0100668 0.01027 0.0102352 0.0101789 0.0102123 0.0102709 internal_weight=0 378.606 232.385 231.952 156.719 151.945 75.2331 144.864 146.22 14.5467 382.939 1.00409 11.5812 143.86 87.9554 55.9049 66.0447 14.8945 2.9655 2.2579 60.6864 58.8919 49.2582 9.6337 3.64684 5.48322 3.81397 5.98687 11.209 7.08069 internal_count=911180 169666 52071 52064 38607 35878 13457 35002 117595 2109 741514 90 1840 34912 24262 10650 15294 5521 269 187 11348 11173 8607 2566 1720 583 477 846 1812 876 is_linear=0 shrinkage=0.01 Tree=729 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 10 12 10 10 12 12 12 10 1 12 12 10 10 10 0 10 3 3 3 10 10 1 1 12 split_gain=764.987 0.0666307 0.00992867 0.00833615 0.00475913 0.00154615 0.00139182 0.00116248 0.0010983 0.00101646 0.000889336 0.000791158 0.000680632 0.000570277 0.000514213 0.000468475 0.000378593 0.000286176 0.000277598 0.000225592 0.000214215 0.00021397 0.000227688 0.000198678 0.000206783 0.000185654 0.000185566 0.000275459 0.000175584 0.000166849 threshold=1.0000000180025095e-35 0.0011766494717448501 0.18897357583045957 2.522791965020588e-05 0.78322452306747448 1.7613556906326269e-06 3.0850000000000004 0.94052824378013633 2.8250000000000006 3.3250000000000006 0.00017857718921725002 0.0089773964136838514 0.036334333941340412 3.7050000000000005 -390.49999999999994 0.99766892194747936 0.99951267242431652 5.8350000000000009 2.3850000000000002 5.1150000000000011 1.0000000180025095e-35 5.8750000000000009 1.0000000180025095e-35 1.0000000180025095e-35 0.96352549889135264 3.0850000000000004 3.2050000000000005 -1.0000000180025095e-35 -390.49999999999994 0.0070173616986721008 decision_type=2 2 2 2 2 2 10 2 10 10 2 2 2 10 10 2 2 10 10 10 2 8 2 2 2 8 10 8 10 2 left_child=4 3 9 5 12 19 25 26 15 29 21 28 -1 -7 -13 -6 -10 20 -14 -2 -15 22 -8 -12 -25 -5 -4 -28 -11 -3 right_child=1 2 7 6 8 13 10 -9 16 11 23 14 18 17 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=-0.010006956415104764 0.010626477894250218 0.010143162105110412 0.01003968521657652 0.010263433390280711 -0.010178785918024336 0.010391575325813331 0.010318081009016272 0.010016628385860236 -0.010085609250018763 0.010344298838207344 0.010229811265993599 0.010255795813030488 -0.010094743773987383 0.010606986051306427 0.010139829603551474 -0.010334063305330585 -0.010180900388884313 0.010470291962053221 -0.010034938993962452 0.010732021705588011 0.010475117330756853 0.010355770340107729 0.010470549896780564 0.010346530251107613 0.010225202515396735 0.010169715861536352 0.01006804961399997 0.010138299736277053 0.010224257569953758 0.010085178396085179 leaf_weight=282.93819326520315 3.5222557988017815 7.1832004846073714 16.723625874845311 4.9766612537205193 5.6767266606911999 2.9572557276114813 1.104186279699207 176.46352420002222 22.94203346408904 1.3030189741402889 2.1607116255909231 4.3461162396706632 9.1757739728782308 6.2533980756998044 31.807872236240655 2.9540924672037363 5.0953401075676075 3.3340605869889259 50.355376207415247 4.7646320350468159 1.5340783335268495 2.9200455956161031 8.669577840715645 12.436823843047019 1.5835994957014925 3.6744952350854883 35.709253577515483 6.6157520201522848 18.784501444548368 16.053369275759906 leaf_count=714993 66 584 5172 215 374 88 38 149247 3749 46 103 209 1203 119 2594 107 364 81 20724 77 36 91 210 399 75 251 6063 617 942 2343 internal_value=0 0.0101202 0.0100621 0.010426 -0.010025 0.0105788 0.0103349 0.0100295 -0.0101333 0.0101587 0.0103682 0.0101817 -0.0100134 0.010515 0.0101538 -0.0102319 -0.0101029 0.0105478 -0.0100442 0.0106872 0.010581 0.0104309 0.0104533 0.0103191 0.0103328 0.0102236 0.0100679 0.010079 0.010232 0.0101031 internal_weight=0 374.882 314.99 59.8918 379.138 22.3657 37.5261 235.512 36.6682 79.4781 28.8749 56.2415 342.469 14.0788 36.154 8.63082 28.0374 11.1215 59.5312 8.28689 7.78748 12.6938 9.77376 16.1811 14.0204 8.65116 59.0486 42.325 20.0875 23.2366 internal_count=911180 169666 167817 1849 741514 467 1382 161099 4594 6718 916 3791 736920 324 2803 481 4113 236 21927 143 155 339 248 577 474 466 11852 6680 988 2927 is_linear=0 shrinkage=0.01 Tree=730 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 10 12 10 10 12 12 12 10 1 12 12 10 10 10 0 10 3 3 3 10 1 10 1 12 split_gain=757.32 0.064626 0.00963352 0.00807963 0.00461827 0.00149795 0.00134945 0.00112806 0.00106546 0.000986061 0.00086217 0.000767385 0.000660512 0.000552584 0.000498869 0.000454383 0.00036736 0.000277267 0.000269369 0.000218471 0.000207568 0.00020742 0.000220715 0.000192652 0.000200512 0.000180064 0.000267293 0.000180061 0.000170313 0.000161877 threshold=1.0000000180025095e-35 0.0011766494717448501 0.18897357583045957 2.522791965020588e-05 0.78322452306747448 1.7613556906326269e-06 3.0850000000000004 0.94052824378013633 2.8250000000000006 3.3250000000000006 0.00017857718921725002 0.0089773964136838514 0.036334333941340412 3.7050000000000005 -390.49999999999994 0.99766892194747936 0.99951267242431652 5.8350000000000009 2.3850000000000002 5.1150000000000011 1.0000000180025095e-35 5.8750000000000009 1.0000000180025095e-35 1.0000000180025095e-35 0.96352549889135264 3.2050000000000005 -1.0000000180025095e-35 3.0850000000000004 -390.49999999999994 0.0070173616986721008 decision_type=2 2 2 2 2 2 10 2 10 10 2 2 2 10 10 2 2 10 10 10 2 8 2 2 2 10 8 8 10 2 left_child=4 3 9 5 12 19 27 25 15 29 21 28 -1 -7 -13 -6 -10 20 -14 -2 -15 22 -8 -12 -25 -4 -27 -5 -11 -3 right_child=1 2 7 6 8 13 10 -9 16 11 23 14 18 17 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-0.010006887263154298 0.010619883567150349 0.010141722038219832 0.010039289368919513 0.010260753823020916 -0.010176983436511333 0.010387547585814134 0.010314821284119612 0.010016462978378127 -0.010084754392833406 0.010340781772732382 0.010227476211976054 0.010253204545680459 -0.010093795441038668 0.010600599447960487 0.010138422718389425 -0.010330652891756189 -0.010179084107404762 0.010465410358362362 -0.010034590960348994 0.01072423420297419 0.010470174338158592 0.010352112408473875 0.010465664719812503 0.010342972260393437 0.010222913522359926 0.010067369172912817 0.010136912714237997 0.010168005488962342 0.010221983047431795 0.010084326120152625 leaf_weight=280.12483722460456 3.4893632717430609 7.112731232307854 16.557872584671713 4.9284229082986686 5.6212327191606146 2.9289601193740955 1.0935431942343719 174.71055346023059 22.715672162943523 1.2904902864247585 2.1396981514990356 4.3039536504074922 9.0853227123152447 6.1948870718479139 31.495726698078215 2.9256594562903047 5.0455362470820537 3.3024181202054024 49.856052307673963 4.72063148021698 1.5195274315774439 2.8920070761814722 8.587300540879367 12.317289885133501 1.5681917052716023 35.35631815250963 6.5508159082382909 3.6385422595776626 18.601709968410432 15.894972086651249 leaf_count=714993 66 584 5172 215 374 88 38 149247 3749 46 103 209 1203 119 2594 107 364 81 20724 77 36 91 210 399 75 6063 617 251 942 2343 internal_value=0 0.010119 0.0100615 0.0104216 -0.0100248 0.0105727 0.0103315 0.0100292 -0.010132 0.0101571 0.0103644 0.0101799 -0.0100133 0.0105096 0.0101522 -0.0102296 -0.0101019 0.0105421 -0.0100437 0.0106799 0.0105749 0.0104264 0.0104486 0.0103158 0.0103294 0.0100672 0.0100782 0.0102214 0.0102297 0.0101021 internal_weight=0 371.196 311.875 59.3208 375.374 22.1558 37.165 233.176 36.3081 78.6996 28.598 55.6919 339.066 13.9458 35.7997 8.54689 27.7612 11.0168 58.9414 8.20999 7.71441 12.5729 9.68084 16.0252 13.8855 58.465 41.9071 8.56697 19.8922 23.0077 internal_count=911180 169666 167817 1849 741514 467 1382 161099 4594 6718 916 3791 736920 324 2803 481 4113 236 21927 143 155 339 248 577 474 11852 6680 466 988 2927 is_linear=0 shrinkage=0.01 Tree=731 num_leaves=31 num_cat=0 split_feature=12 12 12 1 12 12 12 1 10 1 10 12 10 10 10 10 12 10 10 12 12 12 10 6 12 5 1 10 3 5 split_gain=151.545 56.0317 18.8907 6.10189 4.99669 4.54984 2.46419 1.68046 2.53761 1.58548 1.01953 0.906708 0.853484 0.843903 0.788396 0.760407 0.739047 0.736546 0.73351 0.578713 0.573017 0.527221 0.510572 0.426402 0.419126 0.408598 1.36752 0.397519 0.711471 0.383148 threshold=0.78322452306747448 2.9517374969145752e-05 0.99989646673202526 -390.49999999999994 8.8294510192099562e-07 0.0035319819580763002 0.0089773964136838514 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1.7588257622410304 4.3328722624573839 6.4909515415783972 2.4948484651977187 leaf_count=355251 6760 18246 9783 35367 57405 4077 12434 1981 6222 73526 1993 115548 4717 3728 22044 23544 34905 2781 442 7342 14134 48788 17746 14439 4306 697 9257 1100 1762 855 internal_value=0 -0.00301398 0.00681377 -0.000545052 -0.00743624 0.000183673 -0.00308761 0.00357136 0.00191934 -0.00571576 -0.00164254 0.00939169 -0.00488527 -0.00228346 0.00131459 -0.00138807 -0.00190072 0.000551262 -0.00541201 0.00458756 0.00159238 -0.00540156 -0.00584463 -0.00228773 0.00189246 -0.00901581 -0.005073 0.00387475 0.00223701 0.00589754 internal_weight=0 513.193 226.001 329.329 183.863 255.967 73.3628 100.1 38.1232 88.0064 45.2383 125.902 63.6413 38.264 148.858 107.108 78.1704 29.7564 28.1244 61.9764 129.928 53.0892 26.2413 10.5521 17.2329 95.8571 2.55821 40.1367 10.8238 21.8397 internal_count=911180 752740 158440 188660 564080 134071 54589 33109 15290 198875 18155 125331 141470 16162 40255 93816 70272 9068 36434 17819 36178 122314 35992 19156 6287 365205 9954 9622 2862 8197 is_linear=0 shrinkage=0.01 Tree=732 num_leaves=31 num_cat=0 split_feature=10 48 10 10 6 10 48 10 10 10 10 10 6 10 6 39 19 0 6 6 6 10 48 10 6 6 19 10 48 48 split_gain=44.2761 9.22641 3.38674 3.09303 3.59946 3.07091 1.28269 1.38981 1.25273 1.1621 1.08773 0.997128 0.993231 0.93957 1.15075 0.842824 0.810259 0.763432 0.75071 0.977742 0.737917 0.622301 0.721574 0.569274 0.566095 0.511882 0.503046 0.456378 0.743979 0.420752 threshold=2.9750000000000005 1.0000000180025095e-35 2.9750000000000005 4.1450000000000005 53.500000000000007 5.5050000000000008 1.0000000180025095e-35 4.995000000000001 9.1600000000000019 5.9350000000000014 9.7700000000000014 2.9750000000000005 8.5000000000000018 4.9850000000000012 17.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 17.500000000000004 3.5000000000000004 276.50000000000006 4.5950000000000006 1.0000000180025095e-35 2.1250000000000004 3.5000000000000004 16.500000000000004 1.0000000180025095e-35 3.5950000000000002 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=10 2 8 10 2 10 2 10 8 10 8 8 2 10 2 2 2 2 2 2 2 10 2 10 2 2 2 10 2 2 left_child=1 2 23 27 5 6 7 13 -7 21 20 -3 -8 26 -15 16 -9 -13 19 -10 -11 -6 -23 -1 -18 -4 -5 28 -2 -22 right_child=3 11 25 4 9 8 12 15 18 10 -12 17 -14 14 -16 -17 24 -19 -20 -21 29 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0055194330427456974 0.0014663323758049127 0.00032760238386463379 0.0079961985480685432 -0.0019756263826951523 -0.0019173339669965011 0.00028893768985324339 -0.0010778842783073282 -0.0054405628130787973 -0.0051454036934281957 0.00024251653014732596 -0.0066660542192639206 0.0014265327939085562 -0.0031298211232525502 -0.0065925629085283408 0.0087791842157438973 0.0022881753248076417 0.0017310699317058353 0.0042082675412141715 -0.0078046610420838391 0.0030391570457857422 -0.0074820686691549221 -0.0064420247140190628 -0.0039914027589913617 0.0036025899375974175 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0.941608 0.986351 0.924211 0.905058 0.903629 0.878407 0.845765 0.737437 1.06268 0.728643 0.769056 1.28039 0.716309 0.699287 0.691286 0.682522 threshold=2.9750000000000005 -1.0000000180025095e-35 2.9750000000000005 4.1450000000000005 -8.4999999999999982 4.995000000000001 5.5950000000000006 2.5000000000000004 6.4750000000000005 1.0000000180025095e-35 9.1600000000000019 -120.49999999999999 -265.49999999999994 2.9750000000000005 0.5325381140598533 4.9850000000000012 0.79516317016317017 0.49844720496894418 -71.499999999999986 3.5000000000000004 2.5000000000000004 -64.499999999999986 -65.499999999999986 0.14226190476190473 0.33218390804597703 0.34794619264953158 25.500000000000004 3.5950000000000002 -61.499999999999993 0.74478940512375169 decision_type=10 8 8 10 8 10 10 10 10 2 10 10 8 8 2 8 2 2 8 8 8 10 10 2 2 2 10 10 10 2 left_child=1 13 -3 18 6 14 9 -7 -9 26 11 12 -8 -1 15 -6 -12 -11 -2 -19 -14 22 -15 -24 -25 -26 -5 28 -20 -17 right_child=3 2 -4 4 5 7 10 8 -10 17 16 -13 20 21 -16 29 -18 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111.971 103.892 45.8052 88.9639 37.7093 28.1213 8.07914 180.692 116.721 77.4141 23.1004 43.9151 26.6677 8.80606 7.96602 6.2837 40.4476 83.7447 53.2548 1.98034 internal_count=911180 153668 102195 757512 661421 146088 515333 101620 18590 358611 156722 129718 70127 51473 44468 30247 27004 329428 96091 124098 44300 24693 14816 4902 4583 3046 29183 63471 36795 1925 is_linear=0 shrinkage=0.01 Tree=734 num_leaves=31 num_cat=0 split_feature=12 12 12 1 12 12 12 1 1 12 12 12 12 12 12 5 1 5 12 12 6 5 12 1 6 0 6 1 0 1 split_gain=147.77 57.7692 15.8976 6.11684 5.41029 4.65598 2.5774 1.64293 1.4934 0.776289 0.697377 0.692104 0.678577 0.531009 0.483313 0.415146 1.36106 0.398217 0.349499 0.322033 0.276714 0.250032 0.225559 0.221362 0.338245 0.214123 0.210843 0.194208 0.210304 0.25702 threshold=0.8784809708595277 3.4846319977077662e-05 0.9999486804008485 -390.49999999999994 8.8294510192099562e-07 0.0043998162727802515 0.0089773964136838514 -348.49999999999994 -3.4999999999999996 0.99894970655441295 4.0456557144352709e-06 0.068259380757808671 0.00017857718921725002 0.99999910593032848 0.99473056197166454 6.5000000000000009 -64.499999999999986 3.5000000000000004 2.3838758522742867e-07 0.2688089013099671 212.50000000000003 2.5000000000000004 0.0006371206545736001 -63.499999999999993 3.5000000000000004 1.0000000180025095e-35 15.500000000000002 -238.49999999999997 1.0000000180025095e-35 -65.499999999999986 decision_type=2 2 2 10 2 2 2 10 8 2 2 2 2 2 2 10 8 10 2 2 2 10 2 10 2 2 2 8 2 10 left_child=1 4 8 6 15 12 22 -6 14 -10 -9 -7 -5 -4 -2 18 -17 -16 -1 20 -8 25 -3 24 -19 -13 -12 -28 29 -29 right_child=2 3 13 5 7 11 19 10 9 -11 26 21 -14 -15 17 16 -18 23 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-0.0095993873514785399 0.00413890032985043 -0.0062062100943842107 0.0082134019119232699 -0.002446451770444657 -0.0077578698949460068 0.00069721262774861124 -0.0024791972828908789 -0.0059571118490549645 0.0013413098039077853 0.0044695568174661212 -0.0045557050370351434 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27634 26862 is_linear=0 shrinkage=0.01 Tree=735 num_leaves=31 num_cat=0 split_feature=10 1 10 10 1 6 10 5 10 10 5 10 5 10 2 10 10 6 1 0 6 6 6 10 1 1 2 6 1 1 split_gain=42.0846 10.9508 3.25729 2.92431 3.93076 3.15377 2.67754 2.06221 2.17118 1.79514 1.36781 1.30469 2.53573 1.03939 0.91613 0.95802 0.884802 1.27269 0.875651 0.776195 0.727975 0.703037 0.698249 0.674008 0.667687 0.64186 0.786905 0.664319 1.02954 0.627084 threshold=2.9750000000000005 -1.0000000180025095e-35 2.9750000000000005 4.1450000000000005 -8.4999999999999982 48.500000000000007 4.995000000000001 2.5000000000000004 6.4750000000000005 5.4850000000000012 1.5000000000000002 5.9350000000000014 2.5000000000000004 2.9750000000000005 0.5325381140598533 4.9850000000000012 8.4800000000000022 15.500000000000002 -71.499999999999986 1.0000000180025095e-35 17.500000000000004 5.5000000000000009 152.50000000000003 3.5950000000000002 -61.499999999999993 -64.499999999999986 0.71483516483516496 36.500000000000007 -65.499999999999986 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3.2712725943711112 33.383289209625218 0.5240422008937452 1.6124262166267724 7.7009969997016041 8.7326513239822798 36.997770019806921 17.12723341799574 4.2467118633212539 1.3724290267855392 3.125263234222075 30.405442660485278 16.056278148069396 8.4990785428090021 9.6554440437175817 leaf_count=26780 32620 48524 53671 52391 42138 142567 56702 9909 28772 77963 940 98869 14883 6237 9914 2189 66449 1020 1310 18891 11560 24188 9877 2205 1433 1264 26676 12607 8440 20191 internal_value=0 0.00389071 0.00599193 -0.00145842 -0.00184626 -0.00135834 -0.00375108 -0.00531866 -0.00307952 -0.000810885 -0.0030652 -0.00144941 -0.00104599 -0.000601392 0.00129342 -0.0010412 -0.0023536 -0.00176472 0.00444967 0.000286606 -0.00179721 -6.9598e-05 0.00238332 0.001359 -0.00142069 -9.50847e-05 0.000469708 0.0011433 -0.000177817 -0.00174549 internal_weight=0 198.153 109.537 533.057 416.693 331.722 84.9703 47.4913 21.1047 251.164 80.5585 158.783 22.6016 12.3238 88.6163 129.674 36.6546 37.479 2.13647 92.3811 16.4336 116.365 43.6371 26.5099 8.7444 7.37198 83.4595 53.054 19.5123 11.0132 internal_count=911180 153668 102195 757512 661421 515333 146088 101620 44918 328312 187021 219898 44454 16146 51473 167507 68638 44468 2330 108414 30451 96091 24693 14816 4902 3469 63471 36795 29571 21131 is_linear=0 shrinkage=0.01 Tree=737 num_leaves=31 num_cat=0 split_feature=1 0 5 5 3 3 0 3 3 5 3 3 1 3 1 5 5 3 1 1 3 0 48 3 1 0 1 1 5 5 split_gain=10.2386 3.25382 2.20341 1.62862 1.55922 1.62261 1.78024 1.21742 0.932237 0.921187 0.920081 0.895054 0.733276 0.724679 0.698979 0.543609 0.539401 0.473015 0.990802 1.5731 0.470579 0.443838 0.385172 0.377094 0.368237 0.539982 0.445094 0.342072 0.333315 0.436036 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 0.97156334231805941 0.21498599439775909 1.0000000180025095e-35 1.0000000180025095e-35 0.25108695652173912 5.5000000000000009 0.47083130772970344 0.54907627791000813 -9.4999999999999982 0.33248299319727892 -8.4999999999999982 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13563 6157 137390 11173 3821 1491 9046 3874 6370 4158 38312 31362 127 37760 1492 61475 14033 1257 4372 internal_value=0 0.00170515 -0.00082677 0.000893373 -0.000555784 -0.000740498 -0.00109779 -0.0024716 0.00112177 -0.00357307 0.003404 0.00453208 0.000677728 0.000744743 -0.00143485 0.00274972 0.00211526 -0.00137613 -3.30954e-06 0.00291499 0.00233487 0.000428919 0.000919088 -0.00619577 -0.00301305 -0.00187562 -0.00355401 -0.0014935 0.0027195 0.00253175 internal_weight=0 235.939 494.342 159.651 424.419 388.352 297.468 69.9231 151.885 7.76672 76.2879 37.1208 47.4615 123.324 250.006 28.561 2.08329 246.96 22.7832 7.70133 39.1671 90.8843 45.7369 3.04621 59.8461 19.2889 40.5572 15.0818 34.8729 33.6324 internal_count=911180 262831 648349 187056 517441 491816 423135 130908 172449 14607 75775 36456 41386 143300 381749 29149 2093 370449 33323 10244 39319 68681 35229 11300 124363 39252 85111 23079 35161 33904 is_linear=0 shrinkage=0.01 Tree=738 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 10 10 12 10 12 12 12 10 12 1 2 2 2 10 2 10 12 10 6 10 2 1 2 10 split_gain=740.6 0.065069 0.00946238 0.0083733 0.00474938 0.00158311 0.00139081 0.00114092 0.00110565 0.000998999 0.000900526 0.000829935 0.000768101 0.000585251 0.000523171 0.000518504 0.00035386 0.000346802 0.000333713 0.000321234 0.000294796 0.000254382 0.000223708 0.000210909 0.000210594 0.000198001 0.000184217 0.000184026 0.000195406 0.000180061 threshold=1.0000000180025095e-35 0.0011766494717448501 0.18897357583045957 2.522791965020588e-05 0.8784809708595277 1.7613556906326269e-06 3.1750000000000003 3.1750000000000003 0.94052824378013633 3.3250000000000006 0.00017857718921725002 0.068259380757808671 0.0089773964136838514 3.7050000000000005 0.99951267242431652 -390.49999999999994 0.045804195804195758 0.055738304093567205 0.040202020202020204 2.2250000000000005 0.16252188240140047 5.8350000000000009 0.99951267242431652 5.8750000000000009 4.5000000000000009 3.1750000000000003 0.034723896792862259 -390.49999999999994 0.028778467908902653 3.2050000000000005 decision_type=2 2 2 2 2 2 10 10 2 10 2 2 2 10 2 10 2 2 2 10 2 10 2 8 2 8 2 10 2 10 left_child=4 3 9 5 11 20 25 14 29 -3 17 -1 27 -7 -6 -14 -15 -8 -12 -13 -2 24 -9 -19 -18 -5 -17 -11 -29 -4 right_child=1 2 8 6 7 13 10 22 -10 12 18 19 15 16 -16 26 21 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.01000755561712768 0.010578705058176678 0.010100884096462986 0.010038585460628711 0.010261639135280672 -0.010187515648779507 0.010386564370154628 0.01031567271204017 -0.010085326372759426 0.010016169706903123 0.01034480919270812 0.010224783619088653 -0.010108586243155389 0.010254860468144248 0.010412467101803798 -0.010349432457011462 0.010092999553098407 0.01052909885184008 0.010478083547118147 0.010339528539459193 -0.010040115919332298 0.010720029098340474 0.010484160571797867 -0.010165370569510265 0.010365181692498329 0.010644006429230666 0.010165312234665777 0.010150957876678383 0.010156221238720398 0.010237733770539948 0.010077940070173281 leaf_weight=282.24256831395905 1.9230883792042748 22.603629068238661 16.14752830308862 5.3106199158355567 7.0712815127335507 2.9145985078066579 2.1675425469875362 16.279846790363084 167.95906844089041 1.2970666633918906 3.1702894149348131 8.047207579482345 4.3057486428879193 1.68581954948604 2.7800844945013523 7.0926339100115028 2.5309468097984773 8.0898634307086432 12.639967427588997 46.133371733041713 6.3490350861102343 2.5300952512770891 4.4448882951401165 2.0800156034529218 4.3128077797591686 3.5672883079387256 24.179794947616756 3.6669220183976021 14.855168626178054 41.51892823795788 leaf_count=720350 39 2927 5172 231 454 88 75 2598 149247 46 152 910 209 45 97 817 54 192 418 16765 104 60 340 63 77 251 1777 251 691 6680 internal_value=0 0.0101211 0.010062 0.0104242 -0.0100253 0.0105775 0.0103321 -0.0101446 0.0100291 0.0101569 0.0103665 -0.0100144 0.0101798 0.0105126 -0.0102332 0.010152 0.0105458 0.0104305 0.0103165 -0.0100503 0.0106872 0.0105698 -0.0101025 0.010455 0.0106015 0.0102229 0.0101378 0.0102297 0.0102216 0.0100669 internal_weight=0 362.898 303.626 59.272 366.999 22.2464 37.0256 30.5761 225.626 78.001 28.1477 336.423 55.3973 13.9743 9.85137 35.5782 11.0597 12.3374 15.8103 54.1806 8.27212 9.37385 20.7247 10.1699 6.84375 8.87791 31.2724 19.8192 18.5221 57.6665 internal_count=911180 169666 167817 1849 741514 467 1382 3489 161099 6718 900 738025 3791 324 551 2803 236 330 570 17675 143 191 2938 255 131 482 2594 988 942 11852 is_linear=0 shrinkage=0.01 Tree=739 num_leaves=31 num_cat=0 split_feature=11 10 6 48 10 5 10 10 48 10 5 5 6 10 48 10 10 29 6 5 5 29 6 6 10 10 5 6 4 6 split_gain=733.177 0.0151329 0.00531123 0.00181631 0.00140942 0.00124197 0.00121988 0.00101834 0.000947397 0.000875797 0.000698012 0.000685678 0.000673367 0.000580921 0.000562812 0.000537564 0.000536242 0.000455226 0.000387009 0.000363153 0.00033824 0.000285205 0.000235912 0.000225095 0.000212436 0.000209725 0.000336971 0.000291379 0.000217282 0.000200971 threshold=1.0000000180025095e-35 3.3950000000000005 32.500000000000007 1.0000000180025095e-35 9.7700000000000014 6.5000000000000009 2.8250000000000006 5.955000000000001 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 5.5000000000000009 1.5000000000000002 5.8350000000000009 1.0000000180025095e-35 3.9950000000000006 9.0500000000000025 1.0000000180025095e-35 317.50000000000006 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 13.500000000000002 3.9950000000000006 6.9050000000000011 1.5000000000000002 2.5000000000000004 2.5000000000000004 40.500000000000007 decision_type=2 10 2 2 10 10 10 10 2 10 10 10 2 10 2 10 8 2 2 10 10 2 2 2 10 10 10 2 10 2 left_child=6 3 4 17 7 10 14 12 -6 -5 13 -10 20 15 -1 21 25 -2 -17 -14 24 -4 -11 -21 -3 27 28 -9 -27 -19 right_child=1 2 5 9 8 -7 -8 16 11 22 -12 -13 19 -15 -16 18 -18 29 -20 23 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.010109397179962541 0.010019762821159756 0.010093355928146924 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29767 2992 13329 106044 1849 7243 15673 1143 6629 1621 14685 13063 9073 3990 682 820 is_linear=0 shrinkage=0.01 Tree=740 num_leaves=31 num_cat=0 split_feature=6 48 2 2 3 6 2 2 3 0 2 6 2 2 29 6 6 3 3 3 3 3 6 6 3 3 6 6 2 19 split_gain=10.7681 4.66983 1.72221 1.42352 1.15841 1.07131 0.838745 0.689333 0.862408 0.587452 0.5567 0.405655 0.400121 0.399766 0.555757 0.370917 0.538504 0.345089 0.328579 0.562668 0.34894 0.479822 0.322356 0.341486 0.670365 0.632195 0.309022 0.2949 0.289808 0.286636 threshold=1.5000000000000002 1.0000000180025095e-35 0.48581488933601619 0.040202020202020204 0.48846085567193326 30.500000000000004 0.62532051282051293 0.98936170212765973 0.46697819314641748 1.0000000180025095e-35 0.48846085567193326 303.50000000000006 1.0000000180025095e-35 0.23845060412224586 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 0.94146202170188464 0.90501253132832093 0.50155279503105599 0.48492424242424242 0.34514106583072107 15.500000000000002 7.5000000000000009 0.90045045045045058 0.90943267259056748 83.500000000000014 15.500000000000002 0.52960654460459688 1.0000000180025095e-35 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 12 11 6 7 -4 8 27 17 22 -2 -1 -14 29 16 -12 -7 19 20 21 -3 23 24 -10 -26 -19 -5 -17 -15 right_child=3 18 4 5 -6 9 -8 -9 10 -11 15 -13 13 14 -16 28 -18 26 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0021850931871907238 0.0006632540640174856 0.00047811335830166775 0.00010097621462034224 -0.0017371429762778905 0.0051249591059483405 -0.0020413933175820556 0.0033329019722440111 0.0011453789809384655 -0.0010892715430725509 0.0011164779422121972 -0.0012010009881979603 -0.0052828602143184435 -0.0010879595342826018 0.0019579348786809853 -0.0035323105508348988 -0.00050232850699418125 0.004323522087746009 -0.0075110845288937442 0.0014431227484154583 -0.00082323886741094668 0.0014740331901729933 -0.0014746959138465013 2.4918755635838583e-05 -0.0022852923730233379 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0.00261684 -0.00085256 -0.00105616 -0.00199293 -0.000546854 0.000504591 0.0015154 0.00077071 0.00133689 0.000959848 0.00259083 -0.00211077 0.000194946 5.21405e-05 0.000440722 0.000145952 -0.000898246 -0.00130779 -0.000716297 0.00416828 -0.00533093 -0.00215724 -0.000183824 0.00172887 internal_weight=0 341.592 157.252 373.954 77.0219 329.777 46.5579 169.457 153.785 160.32 105.148 44.1769 80.2305 37.9881 29.1182 19.885 8.19631 154.466 184.34 165.414 114.561 89.1338 85.2631 59.0618 36.7964 2.61036 3.25775 48.6373 11.6887 26.9488 internal_count=911180 319154 158981 592026 78327 547349 46149 236958 224958 310391 148957 44677 80654 41287 31425 23099 8387 304154 160173 147647 89304 72877 125858 86766 48467 3413 11736 76001 14712 27642 is_linear=0 shrinkage=0.01 Tree=741 num_leaves=31 num_cat=0 split_feature=11 10 1 10 0 10 1 10 1 10 1 10 1 4 10 1 10 10 39 10 1 10 1 10 10 10 10 1 10 1 split_gain=725.513 0.0147202 0.0021498 0.00192971 0.00138006 0.00120935 0.00124237 0.00119 0.00113656 0.000925356 0.000723746 0.000559096 0.00045168 0.000217005 0.000203598 0.000164623 0.000160037 0.000158098 0.000181454 0.000178701 0.000162595 0.000153618 0.000477652 0.000178825 0.000384004 0.000210576 0.000168703 0.000152758 0.000148851 0.000158612 threshold=1.0000000180025095e-35 3.3950000000000005 -3.4999999999999996 9.7700000000000014 1.0000000180025095e-35 6.0550000000000006 -69.499999999999986 2.8250000000000006 -147.49999999999997 1.0000000180025095e-35 -1.0000000180025095e-35 4.0550000000000006 -356.49999999999994 17.500000000000004 2.8250000000000006 -49.499999999999993 6.3650000000000011 5.5650000000000004 1.0000000180025095e-35 5.5450000000000008 -144.49999999999997 5.035000000000001 -144.49999999999997 5.3250000000000011 5.1150000000000011 5.4250000000000007 5.5050000000000008 -143.49999999999997 3.3950000000000005 -1.0000000180025095e-35 decision_type=2 10 8 10 2 10 8 10 10 10 8 10 10 10 8 10 10 10 2 10 8 10 10 10 10 10 10 10 10 8 left_child=7 2 9 4 5 11 -7 10 -5 -2 -1 12 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11.85371417616261 20.302449700291618 2.5393285345053291 33.287525961291976 13.775840969057755 6.125578317907638 11.272023068740962 19.951753683737479 4.7698391969315699 1.3338089890312397 0.9946088105207308 14.630775002879089 1.1401277409167949 1.0897315909387533 33.472796272602864 0.93695158907212617 0.39952905033715325 0.49237871658988275 1.0077795814722774 0.41833309386856854 0.21169060771353543 21.299914365517907 275.79111788545561 12.441098192590287 leaf_count=24132 16259 2643 104770 313 10513 2965 9071 26758 180 7083 4934 1298 1372 1976 701 392 88 2169 251 84 5180 82 207 141 70 24 43 2492 678560 6429 internal_value=0 0.0101189 0.0100479 0.0101772 0.0101731 0.0101867 0.0101337 -0.0100248 0.0104209 0.0100943 -0.0100696 0.0102016 0.0101508 0.0102108 -0.0101194 0.0100625 0.0101394 0.0102145 0.01022 0.0102218 0.01022 0.0102116 0.0102305 0.0103473 0.0104053 0.0102468 0.0103679 0.010214 -0.0100174 -0.0100376 internal_weight=0 355.633 160.268 195.364 192.169 153.196 33.6429 359.584 3.19577 61.5413 51.049 119.553 18.3758 101.177 18.5457 14.1821 2.32842 95.0518 80.421 79.2809 78.1911 58.2394 24.7666 3.06713 1.94473 1.1224 0.630024 21.6994 308.535 32.7435 internal_count=911180 169666 128112 41554 41061 30548 12516 741514 493 23342 29767 18032 4015 14017 5635 9551 480 12719 10550 10299 10215 8239 3059 360 152 208 67 2699 711747 33187 is_linear=0 shrinkage=0.01 Tree=742 num_leaves=31 num_cat=0 split_feature=11 6 48 48 3 29 3 6 3 19 29 6 19 6 6 3 2 48 3 2 2 6 2 3 2 6 6 3 2 4 split_gain=718.243 0.00852284 0.0029733 0.00194512 0.00103233 0.000877359 0.000870139 0.000635034 0.000590629 0.000528018 0.000509395 0.00040648 0.000379978 0.000377302 0.000331229 0.000311395 0.000266717 0.000208933 0.000196191 0.000384164 0.000251674 0.000248009 0.000210792 0.000401639 0.0008368 0.000464271 0.000427062 0.000193331 0.000218383 0.000183583 threshold=1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.22271825396825398 158.50000000000003 0.90501253132832093 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 1813.0000000000002 0.59103465595178317 0.59397644927536242 1.0000000180025095e-35 0.97385509227614497 0.30795574288724981 0.35498944829665363 31.500000000000004 0.18230694037145653 0.76728257406817468 0.23132664437012262 20.500000000000004 15.500000000000002 0.64308462238398556 0.18142633228840127 27.500000000000004 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 10 left_child=13 2 10 5 -5 9 -4 18 11 14 12 -8 -2 17 29 -7 -11 -1 19 22 -21 -22 -6 -24 25 26 -25 -17 -29 -3 right_child=1 3 6 4 7 15 8 -9 -10 16 -12 -13 -14 -15 -16 27 -18 -19 -20 20 21 -23 23 24 -26 -27 -28 28 -30 -31 leaf_value=-0.010047873022616479 0.010040585965400632 0.01005598486034759 0.010081012039666897 0.010076726941574023 0.010223817228499079 0.010157698446179295 0.010136514985455881 0.010290412507196927 0.010084447393858829 0.010302025507151414 0.010129938893728197 0.010192820474270945 0.010133869229920031 -0.010013891647806564 0.010573130760690332 0.010458897242155268 0.010125528061064573 -0.010026042728410381 0.010155221970480244 0.010132924690481025 0.010175505698636081 0.010241036929456096 0.010236698043835217 0.010199431119871783 0.010832946998110733 0.010206143756266562 0.010543733902597526 0.010384345001678928 0.010173402383075956 0.010113763207451236 leaf_weight=71.545284268140676 108.46717686997727 7.3223689708393129 39.820053522707894 4.5548455564421593 9.2707631400553527 1.6887746364809562 49.53705064218957 14.672911405330522 16.603242684854195 2.1196120940148826 7.4080679122707798 17.298883152019698 4.549837988568469 171.24593367168563 0.14832305791787703 0.81898435670882497 1.436426587984897 113.2231167339487 4.8356606956804162 4.7960275022778687 10.252322528976949 13.225140533875672 5.4881859307643008 0.51687212521210391 0.35486511141061772 1.7072360902093349 1.1889200569130478 0.95563960471190501 1.0089458113070575 22.087092699774075 leaf_count=89699 102901 4312 14869 2311 1017 246 12059 1449 7520 149 1520 2785 830 473481 21 36 293 178334 659 851 1895 1492 801 50 5 197 40 53 107 11198 internal_value=0 0.0101178 0.0100849 0.0101915 0.0102224 0.0101334 0.0101195 0.0102324 0.0101378 0.0101156 0.0100496 0.0101511 0.0100443 -0.0100246 0.0101018 0.0102648 0.0102307 -0.0100345 0.0102159 0.0102221 0.0101989 0.0102124 0.0102575 0.0102913 0.0103708 0.0103227 0.0104394 0.0103298 0.010276 0.0100994 internal_weight=0 352.134 243.684 108.45 70.8638 37.5862 123.259 66.3089 83.4392 33.1138 120.425 66.8359 113.017 356.014 29.5578 4.47234 3.55604 184.768 51.636 46.8003 28.2735 23.4775 18.5268 9.25608 3.76789 3.41303 1.70579 2.78357 1.96459 29.4095 internal_count=911180 169666 142484 27182 10767 16415 37233 8456 22364 15973 105251 14844 103731 741514 15531 442 442 268033 7007 6348 4238 3387 2110 1093 292 287 90 196 160 15510 is_linear=0 shrinkage=0.01 Tree=743 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 2 3 6 6 2 6 6 12 3 2 3 6 12 12 12 6 12 3 12 split_gain=711.048 0.0578743 0.00840008 0.00744156 0.0042319 0.0014065 0.000980482 0.000949439 0.000816805 0.000775952 0.000737926 0.00035589 0.000284191 0.000272443 0.000271544 0.000264581 0.000223316 0.000194035 0.000169263 0.000164705 0.0001466 0.000142224 0.000129395 0.000125458 0.000117645 0.000106636 0.000102367 0.000100185 9.72182e-05 9.43053e-05 threshold=1.0000000180025095e-35 0.0011766494717448501 0.18897357583045957 2.522791965020588e-05 0.8784809708595277 1.7613556906326269e-06 0.94052824378013633 0.00017857718921725002 0.0089773964136838514 0.99977076053619396 0.068259380757808671 0.045804195804195758 1.0000000180025095e-35 13.500000000000002 3.5000000000000004 0.16252188240140047 7.5000000000000009 2.5000000000000004 6.9641191657865428e-06 0.51739261947973392 0.055738304093567205 0.96352549889135264 1.5000000000000002 9.1954279923811565e-07 0.036334333941340412 0.99473056197166454 1.5000000000000002 0.65440738201141369 0.25108695652173912 0.99977076053619396 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=4 3 8 5 10 15 27 14 17 25 -1 -7 -9 -13 28 -2 24 -3 -15 -11 -16 26 -17 -24 -10 -6 -14 -4 -5 -8 right_child=1 2 6 7 9 11 29 12 16 19 -12 13 21 18 20 22 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010007264156717684 0.010555351270113918 0.010168485704827436 0.010076363427091185 0.010263475095453358 -0.010100270668938451 0.010374643555381218 0.010028199811394651 0.010189547016897537 0.010132797644711873 -0.010288250667163599 -0.01004836631570734 0.010459973823734236 0.010262303786141605 0.010612647986558029 0.010304671965113175 0.010600381012042906 0.01015443525611984 0.010222462536598791 0.010508916543673625 -0.010170623996296238 0.010432009461760565 0.010204305074698682 0.010756489512378864 0.010653277944649573 0.010093070365718911 -0.010145001673955266 0.01031806992131187 0.010049308601139376 0.010352483610210645 0.010010914683584225 leaf_weight=270.99300120501721 1.8532851897180105 13.421877885702999 30.701807178673334 1.5926309432834376 16.136286529130309 2.151314794085919 43.079186162853148 3.315926962997767 12.92842379724607 3.521372260991483 52.073600460658781 5.0178116215392929 4.808855568524451 3.0262863226234913 1.0296376999467591 1.2381427381187675 17.827009901870042 13.219182139262555 3.2757692951709032 1.7983301714994011 7.4158807648345828 1.7102884608320899 2.9169366359710693 1.9752224422991274 17.604035406722687 7.9577618134208015 10.433521133381872 24.697683484992012 5.3467518426477909 118.08236685674638 leaf_count=720350 39 966 5292 72 2437 64 20711 203 1218 167 17675 129 219 57 37 24 1425 700 74 136 200 91 45 35 2409 749 379 6560 181 128536 internal_value=0 0.0101166 0.0100596 0.0104077 -0.0100243 0.0105549 0.010028 0.0103192 0.0101508 -0.0101392 -0.0100139 0.0104925 0.0102742 0.010515 0.0103784 0.0106601 0.0101263 0.0101953 0.0105587 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0.9999486804008485 -390.49999999999994 8.8294510192099562e-07 0.0043998162727802515 0.0089773964136838514 -348.49999999999994 -3.4999999999999996 0.00017857718921725002 0.99894970655441295 0.068259380757808671 4.0456557144352709e-06 0.99999910593032848 0.99473056197166454 6.5000000000000009 -64.499999999999986 3.5000000000000004 2.3838758522742867e-07 0.31281565656565663 0.2688089013099671 0.47083130772970344 0.8185736677115989 19.500000000000004 2.5000000000000004 -63.499999999999993 0.0006371206545736001 0.28629976580796251 26.500000000000004 0.98755538463592529 decision_type=2 2 2 10 2 2 2 10 8 2 2 2 2 2 2 10 8 10 2 2 2 2 2 8 10 10 2 2 10 2 left_child=1 4 8 6 15 9 26 -6 14 22 29 19 21 -4 -2 18 -17 -16 -1 23 -8 -9 -5 -7 27 -19 -3 28 -13 -10 right_child=2 3 13 5 7 11 20 12 10 -11 -12 24 -14 -15 17 16 -18 25 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0095871780672574913 0.0041137039884780319 -0.0061253133665818442 0.0081670569413573122 -0.0028977826517434342 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20.713719184335787 17.640201113492367 6.5564987137913695 14.19435686536599 8.6267213586834242 0.74239520751871069 11.69970699487021 52.808702888549305 18.551208647200838 10.510220035386736 leaf_count=227948 7629 24225 20614 38559 57405 549 13120 24920 3976 50690 7181 552 66167 101550 8444 697 9257 612 127303 17245 6266 50383 7013 4172 2077 453 12209 11406 3795 4763 internal_value=0 -0.00279499 0.00703399 -0.000407392 -0.00733864 0.000322482 -0.0029157 -0.00559174 0.00388528 -0.0012491 0.00227028 0.00147019 -0.00475632 0.00947943 0.00494865 -0.0089658 -0.00489035 0.00599123 -0.00907764 0.000715338 -0.00155049 -0.00588091 -0.00246031 -0.00049608 0.00205045 0.00249839 -0.00534217 0.0022285 0.00142257 0.00126151 internal_weight=0 497.419 196.803 326.074 171.345 252.578 73.4958 82.632 86.0309 106.604 34.156 145.974 59.941 110.772 51.875 88.7128 2.36936 23.0689 86.3435 63.442 47.0333 26.4643 33.8547 15.694 82.5321 2.70449 26.4625 73.9053 21.0966 23.0616 internal_count=911180 755958 155222 191878 564080 136058 55820 198875 33058 96262 15920 39796 141470 122164 17138 365205 9954 9509 355251 21966 19386 75303 45572 4721 17830 1065 36434 15753 4347 8739 is_linear=0 shrinkage=0.01 Tree=745 num_leaves=31 num_cat=0 split_feature=11 10 6 1 10 3 10 5 1 10 1 10 6 5 5 1 10 1 10 3 5 5 1 6 10 10 6 6 10 10 split_gain=701.591 0.0135496 0.00478459 0.00197619 0.00128316 0.00119179 0.0010963 0.00109321 0.000917399 0.000850564 0.000668611 0.000664565 0.000662843 0.000660162 0.000614975 0.000576379 0.000524233 0.000503479 0.000601951 0.000390546 0.000313998 0.000289639 0.000291188 0.000287079 0.00026124 0.000261166 0.000259655 0.000220597 0.000210533 0.00020767 threshold=1.0000000180025095e-35 3.3950000000000005 32.500000000000007 -3.4999999999999996 9.7700000000000014 0.22271825396825398 2.8250000000000006 2.5000000000000004 -124.49999999999999 1.0000000180025095e-35 -1.0000000180025095e-35 6.3250000000000011 1.5000000000000002 1.5000000000000002 6.5000000000000009 -8.4999999999999982 5.8350000000000009 -39.499999999999993 4.3550000000000013 0.94146202170188464 2.5000000000000004 1.5000000000000002 -11.499999999999998 40.500000000000007 5.5450000000000008 5.955000000000001 188.50000000000003 14.500000000000002 4.3550000000000013 4.5950000000000006 decision_type=2 10 2 8 10 2 10 8 8 10 8 10 2 10 10 10 10 8 10 2 10 10 8 2 10 10 2 2 10 10 left_child=6 3 4 9 5 25 10 16 -6 -2 -1 12 20 -13 -9 -10 17 26 -19 21 29 22 -14 -11 -20 -3 -4 -24 -23 -7 right_child=1 2 7 -5 8 11 -8 14 15 23 -12 13 19 -15 -16 -17 -18 18 24 -21 -22 28 27 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010040100904102163 0.010050875860479577 0.010104955987788804 0.010270554246198445 0.010018509617915769 0.010586536334359265 0.010108563992206944 -0.010017034236125419 0.010351118261055021 0.010060614300251455 0.010110739414774535 -0.010116526408120267 0.010177526150893982 0.010210660303796654 0.010042604307095828 0.010691808624807382 0.010557638276293824 0.010187290866303647 0.010114251045427377 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5428 internal_value=0 0.0101162 0.0101729 0.0100468 0.0101449 0.0101411 -0.0100243 0.0102632 0.010378 0.010092 -0.0100679 0.0101578 0.010168 0.0100964 0.0103803 0.0101888 0.0102424 0.0102674 0.0102017 0.0101994 0.010145 0.0102124 0.010192 0.0101267 0.0102869 0.0100909 0.0102967 0.0101227 0.0102552 0.0101371 internal_weight=0 344.057 189.353 154.704 144.512 142.187 347.801 44.8412 2.32499 59.5373 49.4998 106.698 91.5722 15.1257 6.76682 1.2192 38.0744 26.184 8.08246 38.6814 52.8908 33.1797 22.4799 32.2494 4.09636 35.4894 18.1016 4.77291 10.6998 47.8937 internal_count=911180 169666 41554 128112 36679 36245 741514 4875 434 23342 29767 24946 17149 7797 384 393 4491 2992 1687 5757 11392 4755 3585 7083 515 11299 1305 1857 1170 10728 is_linear=0 shrinkage=0.01 Tree=746 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 48 48 10 10 48 10 10 48 10 10 12 12 12 10 12 6 12 39 10 39 10 12 12 6 12 split_gain=132.825 52.8026 15.0495 5.44471 4.85668 2.40983 1.97658 1.10163 1.08826 1.47846 1.00216 0.827414 0.75897 0.711807 0.656857 0.588833 0.545281 0.527779 0.454856 0.414713 0.403939 0.367003 0.365552 0.357969 0.353237 0.37263 0.347119 0.329999 0.328067 0.317746 threshold=0.8784809708595277 2.9517374969145752e-05 0.9999486804008485 0.0035319819580763002 8.8294510192099562e-07 1.0000000180025095e-35 1.0000000180025095e-35 6.0750000000000011 8.2700000000000014 1.0000000180025095e-35 5.6550000000000011 2.5450000000000004 1.0000000180025095e-35 5.285000000000001 6.1150000000000011 0.00019807765784200004 0.068259380757808671 0.99999910593032848 6.6750000000000007 5.4143545185070261e-06 1.0000000180025095e-35 0.98755538463592529 1.0000000180025095e-35 6.4450000000000012 1.0000000180025095e-35 3.2650000000000001 0.13270235061645502 0.99894970655441295 9.5000000000000018 1.2894064838064881e-07 decision_type=2 2 2 2 2 2 2 10 8 2 8 10 2 10 10 2 2 2 8 2 2 2 2 8 2 10 2 2 2 2 left_child=1 4 8 5 29 18 10 12 9 23 22 28 -6 15 21 -7 -13 -4 -3 -14 -9 -11 26 24 25 27 -5 -2 -8 -1 right_child=2 3 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13.942123629036358 14.316504310816528 12.115045660262693 50.640190837701084 22.366000420603086 24.530507887844578 11.069852110114878 43.337717520567821 62.611422776652034 85.290985403407831 2.8100608444656237 21.52682837699831 10.1728827549814 13.064694702858104 1.0668756847735483 2.0139423909131429 0.79220986203290422 16.645354559528641 28.85589182813419 4.3015472414554088 3.8033097836887455 55.005036443908466 leaf_count=147132 3247 43055 20614 16141 67724 30795 3064 2362 10007 3590 3764 19057 65292 20605 3923 30603 13698 101550 1365 43412 20085 4567 246 626 265 3955 8551 2878 934 218073 internal_value=0 -0.00277336 0.00700454 -0.000403445 -0.00730814 -0.00206042 0.000614864 -0.00555405 0.00385293 0.00335181 -0.00075159 0.00133862 -0.006021 -0.00121755 0.00468029 -0.00176068 0.00165059 0.00946979 -0.00438818 -0.00521599 -0.00266043 0.00551133 -0.00130595 0.00178594 0.00151723 0.00134212 -0.00141638 0.00259894 -0.000691343 -0.00894999 internal_weight=0 491.322 193.699 322.685 168.638 122.825 199.86 81.5319 85.0146 71.0725 69.2035 130.656 70.2032 90.1738 38.4511 65.6433 113.252 108.684 32.6514 43.8928 11.3287 27.3812 57.0885 32.6215 30.6075 29.8153 56.0216 13.17 17.4045 87.1057 internal_count=911180 755958 155222 191878 564080 126423 65455 198875 33058 23051 28702 36753 176428 82003 12080 61398 32755 122164 44420 108704 22447 8157 24938 10971 10345 10080 24692 6125 3998 365205 is_linear=0 shrinkage=0.01 Tree=747 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 48 48 12 48 12 48 12 19 12 12 5 3 12 6 12 5 6 19 3 48 39 6 12 3 3 split_gain=130.835 52.1918 15.0975 5.34816 4.88285 2.15962 2.03863 1.14354 0.960281 0.784904 0.77768 0.490117 0.447142 0.444478 0.439913 0.404567 0.389508 0.355987 0.297 0.292757 0.29088 0.281784 0.27965 0.26257 0.236136 0.219847 0.215886 0.247363 0.199707 0.197385 threshold=0.8784809708595277 2.9517374969145752e-05 0.99997490644454967 0.0019640936516224501 8.8294510192099562e-07 1.0000000180025095e-35 1.0000000180025095e-35 0.99894970655441295 1.0000000180025095e-35 0.068259380757808671 1.0000000180025095e-35 0.13270235061645502 1.0000000180025095e-35 0.00017857718921725002 4.0456557144352709e-06 6.5000000000000009 0.31281565656565663 2.3838758522742867e-07 13.500000000000002 0.99999946355819713 2.5000000000000004 26.500000000000004 1.0000000180025095e-35 0.8238526179702651 1.0000000180025095e-35 1.0000000180025095e-35 73.500000000000014 4.5252242841797857e-07 0.38480769230769235 0.78297101449275375 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 10 2 2 2 2 2 2 2 2 2 left_child=1 4 7 5 15 -3 11 10 12 16 25 -5 -6 23 29 17 -8 -1 -14 -4 -12 -22 -13 -7 -9 -2 27 -17 -11 -10 right_child=2 3 19 6 8 13 9 24 14 28 20 22 18 -15 -16 26 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0095720884714554366 0.0018250257380807789 -0.0045901453394658369 0.0085658653612424758 -0.0016556136158905972 -0.0073999582690051366 -0.0027968867291604284 -0.00081014061299668845 0.0047227157372853705 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14.135143684456125 0.60121259861625631 0.72903882742684789 0.31736898279632431 46.820449615886901 5.6638766330434001 leaf_count=227948 9876 40841 21041 21602 66086 33657 5904 9701 52837 5118 8436 10103 2716 35955 59272 6879 21674 127303 3245 97869 969 289 576 6081 6857 184 2422 653 10367 14719 internal_value=0 -0.00275217 0.00697621 -0.000399614 -0.00727819 -0.00223554 0.00050359 0.00397035 -0.0055182 0.00119882 0.00318846 -0.000852873 -0.0069981 -0.00137311 -0.0047195 -0.0089331 0.000461706 -0.00904671 -0.00309083 0.00958476 0.00423231 0.0019791 -1.93754e-05 -0.00233505 0.00560518 0.00195739 -0.00481137 -0.00687906 0.00194386 -0.00574264 internal_weight=0 490.169 192.548 322.525 167.644 106.35 216.175 89.4608 81.2427 142.923 60.5172 73.2521 28.4773 77.8391 52.7654 86.4012 71.8442 84.0837 2.65573 103.087 32.7488 4.87629 35.9376 29.7041 28.9436 27.7684 2.31752 1.58848 71.079 23.3931 internal_count=911180 755958 155222 191878 564080 116534 75344 36312 198875 43063 19754 32281 72047 75693 126828 365205 27578 355251 5961 118910 9694 1258 10679 39738 16558 10060 9954 7532 15485 67556 is_linear=0 shrinkage=0.01 Tree=748 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 6 2 2 0 6 2 6 6 6 12 12 12 6 12 12 12 12 2 12 split_gain=690.089 0.0563959 0.00789248 0.00754854 0.00415361 0.00133838 0.00104292 0.000914864 0.00079264 0.000779181 0.00069856 0.000314669 0.000277581 0.000267544 0.000261938 0.000246175 0.000223929 0.000209606 0.000181993 0.000164248 0.000140877 0.000134459 0.000129799 0.00012687 0.000111839 0.000104632 9.73281e-05 9.36562e-05 8.83252e-05 8.72146e-05 threshold=1.0000000180025095e-35 0.0011766494717448501 0.18897357583045957 2.1584159185294997e-05 0.8784809708595277 1.7613556906326269e-06 0.00017857718921725002 0.94052824378013633 0.99977076053619396 0.0089773964136838514 0.068259380757808671 13.500000000000002 0.055738304093567205 0.16252188240140047 1.0000000180025095e-35 3.5000000000000004 0.045804195804195758 7.5000000000000009 2.5000000000000004 1.5000000000000002 5.1029428504989491e-06 5.9116524425917312e-05 9.1954279923811565e-07 6.5000000000000009 0.036334333941340412 0.99473056197166454 0.99998754262924205 0.65440738201141369 0.040202020202020204 0.99894970655441295 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=4 3 9 5 10 13 12 27 25 18 -1 -7 -5 -2 21 -8 -13 24 -3 26 -18 -14 23 -15 -11 -6 -10 -4 -17 -9 right_child=1 2 7 6 8 11 15 29 19 17 -12 16 14 22 -16 28 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010007118783376994 0.010554518733883578 0.010165560645115495 0.010074603805792108 0.010287306853542229 -0.010099162323541881 0.010439658228039453 0.010233128368845615 0.010029736485728509 -0.010253552182521742 0.010130189502707658 -0.010047517270638458 0.010389175016913344 0.010456701619470913 0.01065067138969826 0.010298361953092344 0.010207583191886414 0.010629313493559327 0.010151265887563873 0.010218313105769936 -0.010181281555422915 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0.000467385 0.000304176 0.000292831 0.000276941 0.000261438 0.000259054 0.00023116 0.000222819 0.0001959 0.000178713 0.000163488 0.000162498 0.000149031 0.000144486 0.000138674 0.000132723 threshold=1.0000000180025095e-35 0.0011766494717448501 0.18897357583045957 2.522791965020588e-05 0.8784809708595277 1.7613556906326269e-06 3.1750000000000003 3.1750000000000003 0.94052824378013633 3.3250000000000006 0.00017857718921725002 0.068259380757808671 0.0089773964136838514 3.7050000000000005 0.99951267242431652 0.045804195804195758 0.055738304093567205 0.040202020202020204 2.2250000000000005 0.16252188240140047 1.0000000180025095e-35 5.8350000000000009 0.99951267242431652 5.8950000000000005 3.1750000000000003 1.0000000180025095e-35 4.3950000000000005 3.2050000000000005 0.028778467908902653 0.034723896792862259 decision_type=2 2 2 2 2 2 10 10 2 10 2 2 2 10 2 2 2 2 10 2 2 10 2 10 8 2 10 10 2 2 left_child=4 3 9 5 11 19 24 14 27 -3 16 -1 28 -7 -6 -15 -8 -12 -13 -2 -14 25 -9 -18 -5 -17 -21 -4 -11 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2.9675229024142018 7.5240570311434558 8.0759961628355068 1.5947162955999363 2.6543178958818316 5.3981848731636983 7.6427098363637906 11.873288815841077 43.139513779053232 1.1560772992670534 5.8893607058562365 2.3950725495815277 4.2223995942622414 1.9587730104103682 3.3490390288643548 1.1098203025758264 4.9172258712351322 38.512113238219172 14.668223596177993 19.179988319054246 leaf_count=720350 39 2927 5172 231 454 88 75 2598 149247 270 152 910 538 45 97 104 192 418 16765 23 739 60 340 63 251 27 81 6680 718 1526 internal_value=0 0.0101155 0.0100582 0.0104007 -0.0100241 0.0105473 0.0103116 -0.0101371 0.0100271 0.0101464 0.0103439 -0.0100136 0.0101678 0.0104844 -0.0102212 0.0105157 0.0104045 0.0102963 -0.010047 0.010653 0.0101417 0.0105385 -0.010097 0.0104276 0.0102092 0.0105688 0.0106844 0.0100622 0.0102145 0.0101267 internal_weight=0 335.069 279.076 55.9931 338.687 21.1701 34.823 28.8666 206.296 72.7795 26.4786 309.82 51.6822 13.2649 9.31874 10.4978 11.6378 14.8408 50.6636 7.9052 33.1453 8.90308 19.5479 9.60148 8.34438 6.50801 6.0733 53.5053 18.5369 25.0693 internal_count=911180 169666 167817 1849 741514 467 1382 3489 161099 6718 900 738025 3791 324 551 236 330 570 17675 143 2803 191 2938 255 482 131 104 11852 988 2265 is_linear=0 shrinkage=0.01 Tree=750 num_leaves=31 num_cat=0 split_feature=11 1 6 5 2 6 6 5 6 5 2 1 2 5 1 6 0 6 1 2 2 6 6 4 1 2 2 1 1 5 split_gain=676.329 0.00834223 0.00498037 0.00119332 0.00091962 0.000796411 0.000743284 0.000684303 0.000504934 0.000503375 0.000470262 0.000399503 0.000381431 0.000375921 0.000351165 0.000282714 0.00028051 0.000272514 0.000261121 0.000230247 0.000316049 0.000227362 0.000220209 0.000236073 0.000180118 0.000162812 0.000250655 0.000153743 0.000171104 0.000150664 threshold=1.0000000180025095e-35 -4.4999999999999991 15.500000000000002 6.5000000000000009 0.94494949494949509 1.5000000000000002 4.5000000000000009 2.5000000000000004 158.50000000000003 1.5000000000000002 0.091372912801484213 -8.4999999999999982 0.76024883359253514 5.5000000000000009 -1.0000000180025095e-35 16.500000000000004 1.0000000180025095e-35 1813.0000000000002 -95.499999999999986 0.091372912801484213 0.72245564892623726 3.5000000000000004 10.500000000000002 28.500000000000004 -371.49999999999994 0.17677696078431374 0.18773496240601503 -43.499999999999993 -48.499999999999993 2.5000000000000004 decision_type=2 8 2 10 2 2 2 10 2 10 2 10 2 10 8 2 2 2 10 2 2 2 2 10 8 2 2 10 10 10 left_child=14 2 5 4 7 10 -3 8 18 -8 -2 19 16 15 -1 -9 -12 22 24 -7 -21 -16 -11 -24 -4 -25 -27 28 -10 -28 right_child=1 6 3 -5 -6 11 9 13 27 17 12 -13 -14 -15 21 -17 -18 -19 -20 20 -22 -23 23 25 -26 26 29 -29 -30 -31 leaf_value=-0.010017694348885935 0.010073750169412737 0.010035306776925426 0.010063252642379299 0.010658280743799868 0.010042409864552092 0.010116399092063924 0.010069742759108409 0.010537938484843619 0.010272682401639841 0.010069488966498648 0.010148666909056395 0.010466638469256623 0.010068417293700517 0.010063296784172823 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1215 6312 20 5022 336 61092 488 6530 7 4221 3872 1850 84215 589 171 1320 15 686 293 56 161 internal_value=0 0.0101143 0.0101533 0.0102257 0.0102214 0.01012 0.0100498 0.0102294 0.0102167 0.010091 0.010104 0.0101551 0.01012 0.0103165 -0.0100239 0.0103354 0.0101316 0.0101642 0.0101991 0.0101522 0.0101668 -0.0100408 0.010156 0.0101916 0.0102351 0.0102334 0.0102656 0.0102701 0.0102842 0.0102375 internal_weight=0 331.773 206.939 65.1111 64.4797 141.828 124.834 61.7324 53.8661 32.3945 97.4072 44.4206 63.7909 7.86633 335.325 7.32073 52.0742 7.28283 40.5411 44.0127 31.2677 89.7153 7.15445 5.0687 13.478 3.68565 2.98307 13.3249 11.3644 2.72693 internal_count=911180 169666 52071 10056 10036 42015 117595 8034 7184 19894 32123 9892 17864 850 741514 514 12842 2844 5718 9872 5722 145307 2837 1622 1497 1033 862 1466 1173 847 is_linear=0 shrinkage=0.01 Tree=751 num_leaves=31 num_cat=0 split_feature=11 10 3 48 10 10 0 3 48 10 10 48 10 10 10 10 4 10 4 10 3 48 3 3 3 10 3 10 10 10 split_gain=669.554 0.0121786 0.0022057 0.00145613 0.00141628 0.000990693 0.000887954 0.000941404 0.0007988 0.000702687 0.000696081 0.000464281 0.000434104 0.000304701 0.000301538 0.000206807 0.000344568 0.000205207 0.000192304 0.000205033 0.00023732 0.000230056 0.000188129 0.000186158 0.000228529 0.000181704 0.000168559 0.000154993 0.000166976 0.000183597 threshold=1.0000000180025095e-35 3.3950000000000005 1.0000000180025095e-35 1.0000000180025095e-35 9.7700000000000014 2.8250000000000006 1.0000000180025095e-35 0.90501253132832093 1.0000000180025095e-35 1.0000000180025095e-35 7.2950000000000008 1.0000000180025095e-35 3.9050000000000007 5.6550000000000011 8.3400000000000016 9.7700000000000014 18.500000000000004 5.8550000000000013 17.500000000000004 5.1150000000000011 0.74213338610726309 1.0000000180025095e-35 0.60061349693251542 0.76728257406817468 0.82875939849624081 6.9050000000000011 0.99938118811881205 7.035000000000001 6.9850000000000012 6.7350000000000012 decision_type=2 10 2 2 10 10 2 2 2 10 10 2 10 10 10 10 10 10 10 10 2 2 2 2 2 8 2 10 8 8 left_child=5 3 15 -2 6 11 7 10 -6 -5 12 -1 22 18 25 17 -17 -3 -14 21 -21 -20 -4 -10 -25 26 -9 28 29 -15 right_child=1 2 4 9 8 -7 -8 14 23 -11 -12 -13 13 27 -16 16 -18 -19 19 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.010103114052452651 0.010021925949668154 0.010102267093307951 0.010108426290684043 0.01004815154495502 0.010050072502162404 -0.010016588931194852 0.010119702131400368 0.010177332908756904 0.010316672459937826 0.010121178030517821 0.010100505059006244 -0.01003963180117856 0.010158131549348427 0.010169905504453529 0.010189100472195619 0.010585892624294695 0.010039907722006278 0.010039373793253757 0.010182643895672623 0.010236102726697845 0.010310298063056481 0.010233392663126209 0.01019333316290332 0.01062456758857421 0.010358165987476077 0.01003029692579051 0.010097319335729025 0.010291915041669781 0.010033978289799661 0.010278916127021278 leaf_weight=19.670386793499347 94.023710899229627 24.583784873713746 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internal_weight=0 328.508 181.466 147.041 149.844 331.996 147.313 126.359 2.53074 53.0176 105.165 47.4767 98.8443 88.3552 21.1938 31.6223 0.463108 31.1592 68.7637 64.8147 25.4885 39.3262 10.4891 2.05345 1.63271 15.1779 12.5228 19.5916 18.4042 17.5906 internal_count=911180 169666 41554 128112 31071 741514 30721 24451 350 22068 17663 29767 15181 12605 6788 10483 143 10340 9066 8167 2590 5577 2576 111 78 6007 2616 3539 3422 2880 is_linear=0 shrinkage=0.01 Tree=752 num_leaves=31 num_cat=0 split_feature=11 6 5 5 5 6 5 6 5 6 29 6 6 6 5 29 6 4 4 5 4 4 6 6 6 5 6 4 6 6 split_gain=662.848 0.00709872 0.00131665 0.000877505 0.000968305 0.000704988 0.000379955 0.000315606 0.000301052 0.000492526 0.000300307 0.000297997 0.000268847 0.000158744 0.000128566 0.000117779 0.000114587 0.000132669 0.000105867 0.000104572 9.66049e-05 0.000112416 0.000162493 8.52919e-05 8.02141e-05 7.9282e-05 0.000114763 7.8073e-05 7.51223e-05 9.9135e-05 threshold=1.0000000180025095e-35 8.5000000000000018 6.5000000000000009 1.5000000000000002 5.5000000000000009 1.5000000000000002 2.5000000000000004 4.5000000000000009 2.5000000000000004 15.500000000000002 1.0000000180025095e-35 89.500000000000014 160.50000000000003 25.500000000000004 4.5000000000000009 1.0000000180025095e-35 1813.0000000000002 29.500000000000004 27.500000000000004 15.500000000000002 29.500000000000004 28.500000000000004 15.500000000000002 33.500000000000007 17.500000000000004 5.5000000000000009 30.500000000000004 19.500000000000004 115.50000000000001 31.500000000000004 decision_type=2 2 10 10 10 2 10 2 10 2 2 2 2 2 10 2 2 10 10 10 10 10 2 2 2 10 2 10 2 2 left_child=7 5 3 12 8 6 -2 -1 10 -10 11 13 15 20 -8 28 17 -13 27 -4 21 -5 -23 -6 -17 -9 -27 -14 29 -3 right_child=1 2 19 4 23 -7 14 25 9 -11 -12 16 18 -15 -16 24 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.010032824184571482 0.010067463890287443 0.010135927501146089 0.010478249291371613 0.010196565129543051 0.010020097980624705 0.010114038258092203 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is_linear=0 shrinkage=0.01 Tree=753 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 10 10 12 12 10 12 12 12 10 2 2 2 10 2 48 12 10 10 10 0 10 10 2 0 split_gain=656.209 0.0485368 0.0067894 0.00648597 0.00357921 0.00114831 0.0010686 0.000864145 0.000786937 0.000750983 0.000719635 0.000601415 0.000558918 0.000415022 0.000407545 0.000282061 0.000258839 0.000245268 0.00023191 0.000228943 0.000205271 0.000173927 0.000173812 0.000153369 0.000143551 0.000142525 0.000131652 0.000128048 0.000122738 0.000121068 threshold=1.0000000180025095e-35 0.0011766494717448501 0.18897357583045957 2.1584159185294997e-05 0.8784809708595277 1.7613556906326269e-06 3.1750000000000003 3.1750000000000003 0.94052824378013633 0.00017857718921725002 3.3250000000000006 0.068259380757808671 0.0089773964136838514 0.99951267242431652 3.7050000000000005 0.055738304093567205 0.045804195804195758 0.040202020202020204 2.2250000000000005 0.16252188240140047 1.0000000180025095e-35 0.99951267242431652 5.8350000000000009 5.8950000000000005 3.1750000000000003 1.0000000180025095e-35 4.3950000000000005 3.2050000000000005 0.028778467908902653 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 10 10 2 2 10 2 2 2 10 2 2 2 10 2 2 2 10 10 8 2 10 10 2 2 left_child=4 3 10 5 11 19 24 13 27 15 -3 -1 28 -6 -7 -8 -16 -11 -13 -2 -14 -9 25 29 -5 -18 -21 -4 -12 -17 right_child=1 2 8 6 7 14 9 21 -10 17 12 18 20 -15 16 23 22 -19 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010006771554743506 0.010526755132065425 0.010090435455313927 0.010034430388435966 0.010236996306582136 -0.010169607033827662 0.010355102712887389 0.010285802468069908 -0.010077275653755453 0.010014262853195455 0.010201554000752053 0.010154863787110927 -0.010097449013787497 0.010180748466908226 -0.010320321164088526 0.01037642945739013 0.010449375870777964 0.01057221897511538 0.010305185227899551 -0.010036084056337422 0.010558860379376039 0.010121629551679978 -0.010151192535996331 0.010441702657429629 0.010339808535921794 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0.000176268 0.000163247 0.000196144 0.000139864 0.000117957 0.00012709 0.000114855 threshold=1.0000000180025095e-35 -4.4999999999999991 1.0000000180025095e-35 11.500000000000002 0.99938118811881205 2.5000000000000004 1.5000000000000002 0.53629776021080378 -1.0000000180025095e-35 -8.4999999999999982 4.5000000000000009 -346.49999999999994 0.49184758529020828 0.43190909090909096 2.5000000000000004 0.56539558089807562 0.48492424242424242 0.51869322152341024 2.5000000000000004 -162.49999999999997 0.57511061946902664 0.091229193341869366 1.0000000180025095e-35 1.5000000000000002 25.500000000000004 1.5000000000000002 25.500000000000004 0.68438714235252573 -89.499999999999986 -124.49999999999999 decision_type=2 8 2 10 2 10 10 2 8 10 8 10 2 2 10 2 2 2 8 10 2 2 2 10 10 10 10 2 10 10 left_child=8 2 -2 4 5 9 -3 -8 21 12 19 -12 22 -9 15 -15 17 -14 -6 -7 -21 -1 23 -4 25 -24 -11 28 -19 -22 right_child=1 6 3 -5 18 10 7 13 -10 26 11 -13 16 14 -16 -17 -18 27 -20 20 29 -23 24 -25 -26 -27 -28 -29 -30 -31 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0.064236989011988044 18.751676526386291 9.6931113593745959 15.266992604243569 2.7761208587326118 1.170171261182986 197.57331914978568 10.468353611067867 1.1180470031686125 50.113328004430514 3.4386859128717324 0.39958567183930427 12.15227631718153 11.291468512150461 3.3812334609101526 leaf_count=47087 17060 94166 769 10 14 1038 17575 5593 145307 13 21 835 40 238 20 3 4402 1589 5049 474 59 549120 1541 100 10297 2695 41 3379 2357 288 internal_value=0 0.0101099 0.0101473 0.0101658 0.0101644 0.0101727 0.0100478 0.010077 -0.010023 0.0101642 0.010235 0.0101337 0.010163 0.0101241 0.0102962 0.0101403 0.010147 0.0101612 0.010088 0.0102508 0.0102854 -0.010017 0.0101747 0.0102165 0.0101698 0.0101394 0.0103595 0.0101568 0.0101712 0.0103395 internal_weight=0 318.903 198.948 157.64 157.194 141.828 119.955 28.1301 322.206 124.904 16.9239 2.28262 124.121 10.5242 0.636218 0.414553 52.4695 33.7178 15.3665 14.6413 7.32753 235.993 71.6516 7.63124 64.0204 13.907 0.782856 33.1369 20.9846 4.5514 internal_count=911180 169666 52071 35011 35001 29938 117595 23429 741514 27223 2715 856 27169 5854 261 241 11767 7365 5063 1859 821 596207 15402 869 14533 4236 54 7325 3946 347 is_linear=0 shrinkage=0.01 Tree=755 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 2 2 3 2 12 12 3 3 2 2 3 12 12 1 12 2 2 12 12 split_gain=643.131 0.0457017 0.00639267 0.00610241 0.00337199 0.00107972 0.000843921 0.000740979 0.000643552 0.000630677 0.000566439 0.000251426 0.000224439 0.000219222 0.000215098 0.000155359 0.000154442 0.000134916 0.000134749 0.000127978 0.00011619 0.000110092 0.000104641 9.28998e-05 9.19374e-05 8.49177e-05 7.99878e-05 7.78538e-05 7.5871e-05 7.06148e-05 threshold=1.0000000180025095e-35 0.0011766494717448501 0.18897357583045957 2.1584159185294997e-05 0.8784809708595277 1.7613556906326269e-06 0.00017857718921725002 0.94052824378013633 0.99977076053619396 0.0089773964136838514 0.068259380757808671 0.045804195804195758 0.055738304093567205 1.0000000180025095e-35 0.16252188240140047 5.1029428504989491e-06 0.036334333941340412 1.0000000180025095e-35 0.51739261947973392 0.48846085567193326 0.85791925465838526 0.96352549889135264 9.1954279923811565e-07 5.4114738304633654e-05 -22.499999999999996 0.99473056197166454 0.028778467908902653 0.055738304093567205 0.65440738201141369 0.99894970655441295 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 8 2 2 2 2 2 left_child=4 3 9 5 10 14 12 28 25 17 -1 -7 -5 -8 -2 -13 27 -3 24 -17 23 -15 -16 -14 -10 -6 -19 -11 -4 -9 right_child=1 2 7 6 8 11 13 29 18 16 -12 15 20 21 22 19 -18 26 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010006637516217167 0.010516005941257362 0.010130744192841821 0.010069528213761397 0.010267567870354028 -0.010092454185688066 0.01035133810689433 0.01017370358144898 0.010027712976303078 -0.010187174714196693 0.010098472108152186 -0.010044305226719124 0.010539732248076264 0.010410075804153165 0.010275324977150328 0.010677497005950118 0.010489950457340167 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44 237 103 749 1062 1259 6560 134887 internal_value=0 0.0101088 0.0100548 0.010377 -0.0100227 0.01052 0.0102963 0.0100255 -0.0101292 0.0101378 -0.0100128 0.0104596 0.0103517 0.0102513 0.0106137 0.0104796 0.0101153 0.0101786 -0.010232 0.0104532 0.0103693 0.0102664 0.0106431 0.0103762 -0.0102692 -0.0101062 0.0101901 0.0101368 0.0100585 0.010014 internal_weight=0 315.763 262.866 52.8974 319.007 19.0711 33.8262 194.264 27.2178 68.6012 291.789 11.5875 15.1804 18.6459 7.48362 9.77671 44.1724 24.4288 4.97108 6.79048 12.5577 15.5985 5.75071 11.9318 3.29307 22.2468 19.6826 19.0445 50.3956 143.869 internal_count=911180 169666 167817 1849 741514 440 1409 161099 3489 6718 738025 297 517 892 143 240 5052 1666 303 175 408 689 104 375 167 3186 1232 1748 11852 149247 is_linear=0 shrinkage=0.01 Tree=756 num_leaves=31 num_cat=0 split_feature=11 10 6 1 10 3 10 1 10 1 10 6 1 1 2 10 10 10 3 6 1 1 6 1 10 6 10 10 10 2 split_gain=636.69 0.0104908 0.00371488 0.00153236 0.00102377 0.000930018 0.000854121 0.000717515 0.000658648 0.000525618 0.000511395 0.000516334 0.000466601 0.000444432 0.000422972 0.000553513 0.000389633 0.000414296 0.000305651 0.000292145 0.000284777 0.000272492 0.000226658 0.000213185 0.000201307 0.000198227 0.000179593 0.000262993 0.000179375 0.000186599 threshold=1.0000000180025095e-35 3.3950000000000005 32.500000000000007 -3.4999999999999996 9.7700000000000014 0.22271825396825398 2.8250000000000006 -124.49999999999999 1.0000000180025095e-35 -1.0000000180025095e-35 6.3250000000000011 1.5000000000000002 -72.499999999999986 -8.4999999999999982 0.040202020202020204 9.7700000000000014 7.5550000000000006 3.9950000000000006 0.94146202170188464 162.50000000000003 -18.499999999999996 -27.499999999999996 40.500000000000007 -256.49999999999994 5.955000000000001 11.500000000000002 4.995000000000001 4.9850000000000012 4.5950000000000006 0.062895569620253167 decision_type=2 10 2 8 10 2 10 8 10 8 10 2 8 10 2 10 10 10 2 2 8 10 2 8 10 2 10 10 10 2 left_child=6 3 4 8 5 24 9 -6 -2 -1 11 28 25 -9 -4 16 17 20 23 -19 -16 -21 -10 -13 -3 -12 27 -25 -7 -30 right_child=1 2 14 -5 7 10 -8 13 22 -11 12 18 -14 -15 15 -17 -18 19 -20 21 -22 -23 -24 26 -26 -27 -28 -29 29 -31 leaf_value=-0.010036980938929406 0.010046959174669655 0.010096763219838031 0.010153467246537359 0.010017053193100501 0.01054200046047566 0.010106370393653473 -0.01001578449207585 0.010055946207110738 0.010102099517146985 -0.010107893828487497 0.010087082817777293 0.010251642986084337 0.010025414907952236 0.010511281964653963 0.010239173293015897 0.010558001873600106 0.010138783385805155 0.010249758168565886 0.01011184852827977 0.010326901903102597 0.010085120806010301 0.010044909114887954 0.010168748921894819 0.010172149446275576 0.010035489062809084 0.010190354281783141 0.010209696163092584 0.010022344636690342 0.010087006972571165 0.010156949652439842 leaf_weight=28.760585109383101 24.716978117066901 25.51222122577019 4.6844597314484409 85.76335482893046 1.0246111007872967 15.935823673848061 270.65952111950901 0.81967984553193673 22.834849563427273 16.420030018489342 3.4619831106392667 5.6278855106793344 6.2434898746432719 0.29026929615065389 2.8700320923235267 0.59084674506448109 2.9235374588752157 17.783585246535953 5.0185650266939765 9.7822095798328501 2.0621486691525197 0.35511136893182893 6.5706508232979095 10.703502273710914 6.788389398250728 4.0133527362486348 12.680732440087011 1.31599238596391 4.4194428044138467 27.86090593598783 leaf_count=24132 16259 6691 681 104770 41 5397 711747 385 5794 5635 1089 475 6263 8 276 24 531 1751 1002 726 789 97 1289 1762 4608 445 1450 1068 1190 4805 internal_value=0 0.0101077 0.0101598 0.0100433 0.010134 0.0101304 -0.0100225 0.0103512 0.010085 -0.0100628 0.0101458 0.0101551 0.0100892 0.010175 0.0102429 0.0102544 0.0102494 0.0102593 0.0101841 0.0102742 0.0101748 0.010317 0.010117 0.0101961 0.0100839 0.0101425 0.0101834 0.0101557 0.0101338 0.0101474 internal_weight=0 312.655 172.769 139.886 131.717 129.582 315.84 2.13456 54.1225 45.1806 97.2817 83.5629 13.7188 1.10995 41.0519 36.3675 35.7766 32.8531 35.3467 27.9209 4.93218 10.1373 29.4055 30.3281 32.3006 7.47534 24.7002 12.0195 48.2162 32.2803 internal_count=911180 169666 41554 128112 36679 36245 741514 434 23342 29767 24946 17149 7797 393 4875 4194 4170 3639 5757 2574 1065 823 7083 4755 11299 1534 4280 2830 11392 5995 is_linear=0 shrinkage=0.01 Tree=757 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 10 10 12 12 10 12 12 12 10 1 10 10 6 6 12 10 6 12 3 3 10 1 10 1 split_gain=630.314 0.0430301 0.0060188 0.00574131 0.00317671 0.00101526 0.000946302 0.000766724 0.000697637 0.000665094 0.000637719 0.000533491 0.000495141 0.000368144 0.00036064 0.000342831 0.000205706 0.000198675 0.000191682 0.00017273 0.000161541 0.000155311 0.000200433 0.000154308 0.000129063 0.000136448 0.000127185 0.000124958 0.000113506 0.000177554 threshold=1.0000000180025095e-35 0.0011766494717448501 0.18897357583045957 2.1584159185294997e-05 0.8784809708595277 1.7613556906326269e-06 3.1750000000000003 3.1750000000000003 0.94052824378013633 0.00017857718921725002 3.3250000000000006 0.068259380757808671 0.0089773964136838514 0.99951267242431652 3.7050000000000005 -390.49999999999994 2.2250000000000005 5.8350000000000009 4.5000000000000009 1.5000000000000002 9.1954279923811565e-07 5.8950000000000005 7.5000000000000009 0.99951267242431652 1.0000000180025095e-35 0.96352549889135264 3.1750000000000003 -390.49999999999994 3.2050000000000005 -1.0000000180025095e-35 decision_type=2 2 2 2 2 2 10 10 2 2 10 2 2 2 10 10 10 10 2 2 2 10 2 2 2 2 8 10 10 8 left_child=4 3 10 5 11 19 26 13 28 21 -3 -1 27 -6 -7 -14 -13 18 -16 -2 -21 22 -8 -9 -11 -26 -5 -12 -4 -30 right_child=1 2 8 6 7 14 9 23 -10 24 12 16 15 -15 17 -17 -18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.010006506047043076 0.010508635378494483 0.01008686208092878 0.010033072909573497 0.010227553522917746 -0.010162924969553769 0.010340862470594582 0.010351393879842248 -0.010074240589356378 0.010013700706757592 0.010194720955196556 0.010299234072850879 -0.010093615730578123 0.010220355005595275 -0.010307627419506825 0.010443137022528857 0.010118174103964137 -0.010034667743723136 0.010405030393618238 0.010554396382893114 0.010671298110676002 0.010563908176021857 0.010311384457187324 0.010447212119662225 -0.010145245280715639 0.010297159328175414 0.010190236402475602 0.010145558412557487 0.010190586006281603 0.010057130146342106 0.010118323696388541 leaf_weight=239.22694768404472 1.5864168442785764 19.488307004095986 13.840925294556653 4.7060146285220972 6.1643991214223224 2.3839577715843907 4.6094175335019845 14.159259799402209 141.0172798790154 1.8221033038571466 1.1335142459720398 6.9530904479324809 3.7402882352471378 2.4597575347870588 2.6152726188302022 26.888081903802231 39.836211085465038 2.5756451636552811 3.7961788363754749 3.356131799519062 2.4041271172463894 2.8146620877087107 4.1473397593945265 3.9046733886934808 10.571563757956026 1.3454069644212712 3.1633382285945117 16.010609201621264 29.925019902875647 5.6342648714780799 leaf_count=720350 36 2927 5172 234 454 81 147 2598 149247 102 46 910 209 97 66 2594 16765 72 78 58 49 100 104 340 393 75 254 942 6063 617 internal_value=0 0.0101067 0.0100538 0.0103694 -0.0100223 0.0105094 0.0102904 -0.0101266 0.010025 0.0103201 0.0101351 -0.0100125 0.0101547 -0.0102042 0.0104502 0.0101307 -0.0100434 0.0104792 0.010509 0.010601 0.0106265 0.010376 0.0103968 -0.0100896 0.0102731 0.0102851 0.0101946 0.0101978 0.0100574 0.0100668 internal_weight=0 309.576 257.678 51.8976 312.704 18.7177 33.1798 26.6881 190.417 25.3105 67.2608 286.016 47.7725 8.62416 11.3711 30.6284 46.7893 8.9871 6.41145 7.34668 5.76026 11.5714 8.75676 18.0639 13.7391 11.917 7.86935 17.1441 49.4002 35.5593 internal_count=911180 169666 167817 1849 741514 440 1409 3489 161099 921 6718 738025 3791 551 297 2803 17675 216 144 143 107 351 251 2938 570 468 488 988 11852 6680 is_linear=0 shrinkage=0.01 Tree=758 num_leaves=31 num_cat=0 split_feature=11 1 6 5 3 5 5 6 6 3 0 5 1 1 6 6 1 6 1 6 6 4 3 29 6 3 6 3 3 1 split_gain=624.002 0.00656171 0.00391786 0.000932914 0.000767859 0.000718586 0.000735564 0.000587533 0.000425171 0.00041013 0.000449527 0.000397443 0.00027723 0.000223592 0.000221371 0.000213909 0.000203287 0.000184923 0.000184899 0.000179473 0.000173893 0.000186461 0.000154805 0.00014501 0.000169924 0.000195515 0.000136546 0.000123944 0.000197916 0.000122323 threshold=1.0000000180025095e-35 -4.4999999999999991 15.500000000000002 6.5000000000000009 0.23123827392120072 5.5000000000000009 2.5000000000000004 4.5000000000000009 158.50000000000003 0.90501253132832093 1.0000000180025095e-35 1.5000000000000002 -1.0000000180025095e-35 -95.499999999999986 16.500000000000004 1813.0000000000002 -8.4999999999999982 1.5000000000000002 -8.4999999999999982 3.5000000000000004 10.500000000000002 28.500000000000004 0.091229193341869366 1.0000000180025095e-35 17.500000000000004 0.74478940512375169 11.500000000000002 0.82875939849624081 0.81302966101694929 -43.499999999999993 decision_type=2 8 2 10 2 10 10 2 2 2 2 10 8 10 2 2 10 2 10 2 2 10 2 2 2 2 2 2 2 10 left_child=12 2 4 5 -2 6 8 -3 13 10 17 -9 22 23 -8 20 26 -6 -12 -14 -13 -22 -1 24 25 -4 -11 28 -23 -10 right_child=1 7 3 -5 9 -7 14 11 29 16 18 15 19 -15 -16 -17 -18 -19 -20 -21 21 27 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010035076828928577 0.010074447718773945 0.010032629369816633 0.010147304832730382 0.010605287205839982 0.010137248366764766 0.010024167847131478 0.01049494732847858 0.010064489388052407 0.010262123678008904 0.010072752176998434 0.01009414187814949 0.010064211615477589 -0.010050173499880322 0.010164679488832677 0.010291288395912349 0.010571543952780909 0.010391249519926314 0.010175329443175387 0.01038819092042324 -0.010020325953491652 0.010074020798424534 0.010218699656001171 -0.010012697170811737 0.010299313743452203 0.010189974865240828 0.010443714046591199 0.010181706846266554 0.010089903306123417 0.010520414651336548 0.010173387998140111 leaf_weight=36.91985634440789 40.207037082233001 85.347682437160984 0.36003842751960213 0.58613224478904058 31.198812822636683 2.133541318064089 0.58393231104127963 23.192282297182832 10.521577629027886 16.460713716223843 19.939402058487762 1.9263637877302233 48.268585006459034 25.776621985365644 6.2068898701108992 0.11924164346419264 0.21286608627997239 21.566818156978115 0.21616137574892391 34.577029572072206 1.2773316917009649 2.5346154978615241 189.83421221550088 1.7953779281815521 9.8475206227740255 0.58268200396560133 1.2366508559789497 0.63710433390224341 0.23781312105711538 1.8226062825415272 leaf_count=47087 16405 97701 50 20 6314 2038 26 17050 1175 8303 7580 1215 61092 4497 491 7 19 3219 17 84215 589 852 549120 142 1288 35 158 166 15 294 internal_value=0 0.0101056 0.0101415 0.0102083 0.0101108 0.0102044 0.0102111 0.010046 0.010198 0.0101269 0.0101375 0.0100841 -0.0100221 0.0101815 0.0103088 0.0101518 0.0100841 0.0101528 0.0100973 -0.0100377 0.0101442 0.0101771 -0.0100163 0.0102161 0.0102023 0.0103305 0.0100804 0.0102157 0.0102446 0.010249 internal_weight=0 306.528 191.255 60.2169 131.038 59.6308 57.4972 115.272 50.7064 90.8314 72.9212 29.9248 309.6 38.3622 6.79082 6.73247 17.9102 52.7656 20.1556 82.8456 6.61323 4.68686 226.754 12.5856 10.7902 0.94272 17.6974 3.40953 2.77243 12.3442 internal_count=911180 169666 52071 10056 42015 10036 7998 117595 7481 25610 17130 19894 741514 6012 517 2844 8480 9533 7597 145307 2837 1622 596207 1515 1373 85 8461 1033 867 1469 is_linear=0 shrinkage=0.01 Tree=759 num_leaves=31 num_cat=0 split_feature=11 10 6 48 10 3 10 48 10 10 6 6 2 10 48 10 10 10 29 3 6 10 29 10 2 10 10 10 2 6 split_gain=617.755 0.00959153 0.00339443 0.00114655 0.000934906 0.000850499 0.000781238 0.000602272 0.000553378 0.000467438 0.000471781 0.00041364 0.000386695 0.000504729 0.000366314 0.000355973 0.000378574 0.000344771 0.000295546 0.000279444 0.000266715 0.000184024 0.000182225 0.000164092 0.000170663 0.000163577 0.000154693 0.000218981 0.000154567 0.000154373 threshold=1.0000000180025095e-35 3.3950000000000005 32.500000000000007 1.0000000180025095e-35 9.7700000000000014 0.22271825396825398 2.8250000000000006 1.0000000180025095e-35 1.0000000180025095e-35 6.3250000000000011 1.5000000000000002 1.5000000000000002 0.040202020202020204 9.7700000000000014 1.0000000180025095e-35 7.5550000000000006 3.9950000000000006 9.0500000000000025 1.0000000180025095e-35 0.94146202170188464 162.50000000000003 5.955000000000001 1.0000000180025095e-35 4.5950000000000006 0.062895569620253167 5.6450000000000005 4.995000000000001 4.9850000000000012 0.17416582406471184 3.5000000000000004 decision_type=2 10 2 2 10 2 10 2 10 10 2 2 2 10 2 8 10 10 2 2 2 10 2 10 2 10 10 10 2 2 left_child=6 3 4 18 5 21 14 -6 -5 10 23 -9 -4 15 -1 16 22 -11 -2 26 -18 -3 -14 -7 -25 -26 27 -12 -29 -10 right_child=1 2 12 8 7 9 -8 11 29 17 19 -13 13 -15 -16 -17 20 -19 -20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31 leaf_value=-0.010095265705291661 0.010017055774494991 0.010093912275339005 0.010148903809051639 0.010044448984874088 0.010041203635393995 0.010103241068573866 -0.010015321116083005 0.010048283641932854 0.010094004254332297 0.010062127335682815 0.010178554024127607 0.010505444674653634 0.010153592169493157 0.010540876412952226 -0.010036598810346424 0.010134689330672275 0.010242352349069193 0.010192352395407944 0.010126996478085038 0.010108545087625072 0.01030756429239936 0.010034445315202405 0.010407449350754808 0.010084446271712476 0.010162015724027444 0.010089860398889247 0.010211025081724419 0.010579180251999545 0.010021732467185865 0.010144626620767594 leaf_weight=18.177237975003663 84.277937402599491 24.765375229064379 4.547717575216665 22.597845379146747 0.50743313634302389 15.4697763773147 262.67044636981154 0.23239922127686452 17.056828677828893 10.812347957107702 11.911547558149323 1.3339166021905837 4.4871202132198986 0.57442246517166395 25.678016028556158 2.8380984893301493 17.271876712329689 2.5038065260741851 2.5182263824390239 4.8717868619132778 9.8477333007613179 6.588147814385592 0.30178518965840329 4.2898921158630428 23.422543722088452 3.628578894189558 16.205764014855959 0.051749918609858336 1.2807945463573558 9.3132405880605784 leaf_count=8134 105224 6691 681 15439 301 5397 711747 76 4697 7552 1891 57 1052 24 21633 531 1751 245 820 1002 823 4608 13 1190 3872 933 1794 1 1069 1932 internal_value=0 0.0101046 0.0101551 0.0100421 0.01013 0.0101265 -0.0100218 0.0103406 0.0100808 0.0101415 0.0101505 0.0104376 0.0102357 0.0102469 -0.0100609 0.010242 0.0102516 0.0100866 0.0100202 0.0101787 0.010266 0.0100814 0.0101696 0.0101299 0.010143 0.0101523 0.0101903 0.010165 0.0100434 0.0101119 internal_weight=0 303.509 167.745 135.764 127.876 125.802 306.526 2.07375 48.9679 94.4486 81.1324 1.56632 39.8688 35.321 43.8553 34.7466 31.9085 13.3162 86.7962 34.3216 27.1196 31.3535 4.78891 46.8108 31.341 27.0511 29.4499 13.2441 1.33254 26.3701 internal_count=911180 169666 41554 128112 36679 36245 741514 434 22068 24946 17149 133 4875 4194 29767 4170 3639 7797 106044 5757 2574 11299 1065 11392 5995 4805 4755 2961 1070 6629 is_linear=0 shrinkage=0.01 Tree=760 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 10 10 12 12 10 12 12 12 10 1 10 10 6 6 12 10 6 12 3 3 10 1 10 1 split_gain=611.57 0.0393274 0.00549876 0.00524314 0.00290526 0.000926527 0.000863853 0.000701001 0.000637292 0.000607437 0.000582363 0.000487629 0.000452201 0.000336626 0.000329052 0.000313458 0.000187999 0.000181519 0.000174723 0.000157249 0.000147242 0.000141936 0.000182747 0.000141114 0.00011778 0.000124544 0.000116177 0.000114335 0.00010367 0.000162314 threshold=1.0000000180025095e-35 0.0011766494717448501 0.18897357583045957 2.1584159185294997e-05 0.8784809708595277 1.7613556906326269e-06 3.1750000000000003 3.1750000000000003 0.94052824378013633 0.00017857718921725002 3.3250000000000006 0.068259380757808671 0.0089773964136838514 0.99951267242431652 3.7050000000000005 -390.49999999999994 2.2250000000000005 5.8350000000000009 4.5000000000000009 1.5000000000000002 9.1954279923811565e-07 5.8950000000000005 7.5000000000000009 0.99951267242431652 1.0000000180025095e-35 0.96352549889135264 3.1750000000000003 -390.49999999999994 3.2050000000000005 -1.0000000180025095e-35 decision_type=2 2 2 2 2 2 10 10 2 2 10 2 2 2 10 10 10 10 2 2 2 10 2 2 2 2 8 10 10 8 left_child=4 3 10 5 11 19 26 13 28 21 -3 -1 27 -6 -7 -14 -13 18 -16 -2 -21 22 -8 -9 -11 -26 -5 -12 -4 -30 right_child=1 2 8 6 7 14 9 23 -10 24 12 16 15 -15 17 -17 -18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.010006313677430134 0.010493290067541442 0.010084279095523636 0.010032089994558424 0.010220747482074174 -0.01015808918004093 0.010330628487597391 0.010340828413663863 -0.010072046547505266 0.010013293041156827 0.010188905679470292 0.010290299675347152 -0.010090838522004739 0.010213778375061162 -0.010298467325503179 0.010429767187948207 0.010114634889449482 -0.010033642427846441 0.010392746916697755 0.010537488260861561 0.010650673854436368 0.010546722522186629 0.01030197324376949 0.010433630673895047 -0.010140953896180421 0.010288200309651175 0.010184542778158728 0.01014122395932422 0.010184865678674609 0.010055422377478118 0.010114805102917169 leaf_weight=232.15482732927194 1.5429115463048244 18.917209249804728 13.432221118942833 4.5710350582376114 5.9863785947673041 2.3167664427310219 4.4796505179256219 13.745176447904671 136.84109193977201 1.7696321951225389 1.1013985150493706 6.7500366314779958 3.6328366389498141 2.3903330890461802 2.5427392013370973 26.100536321522668 38.663670062582241 2.5033221580088139 3.6920506898313761 3.2655126377940178 2.3383195977658033 2.7345174588263026 4.0316675752401352 3.791764246299862 10.270201395265756 1.306563121266662 3.0715066133998334 15.546957318205385 29.04053894802928 5.4699161429889491 leaf_count=720350 36 2927 5172 234 454 81 147 2598 149247 102 46 910 209 97 66 2594 16765 72 78 58 49 100 104 340 393 75 254 942 6063 617 internal_value=0 0.0101035 0.0100522 0.0103583 -0.0100216 0.0104939 0.0102816 -0.0101229 0.0100243 0.0103105 0.010131 -0.0100122 0.0101501 -0.0101981 0.0104366 0.0101267 -0.0100421 0.0104647 0.0104936 0.0105827 0.0106073 0.0103647 0.0103848 -0.0100869 0.0102649 0.0102765 0.0101888 0.0101918 0.0100557 0.0100648 internal_weight=0 300.519 250.083 50.4364 303.482 18.2016 32.2348 25.9137 184.784 24.5922 65.2989 277.569 46.3817 8.37671 11.0549 29.7334 45.4137 8.73811 6.23479 7.14674 5.60383 11.2458 8.51132 17.5369 13.3464 11.5768 7.64254 16.6484 47.9427 34.5105 internal_count=911180 169666 167817 1849 741514 440 1409 3489 161099 921 6718 738025 3791 551 297 2803 17675 216 144 143 107 351 251 2938 570 468 488 988 11852 6680 is_linear=0 shrinkage=0.01 Tree=761 num_leaves=31 num_cat=0 split_feature=12 12 12 1 12 12 12 1 1 10 10 10 10 10 10 10 12 10 12 12 12 10 12 5 1 5 10 1 1 12 split_gain=112.954 45.2041 13.3261 4.96476 4.33678 3.71727 2.03159 1.33337 1.21538 2.11211 0.87602 0.776335 0.696172 0.667808 0.620329 0.615636 0.60669 0.540482 0.491451 0.480271 0.429301 0.396474 0.386623 0.357978 1.1241 0.35731 0.347106 0.518975 0.345696 0.322584 threshold=0.8784809708595277 2.9517374969145752e-05 0.99997490644454967 -390.49999999999994 8.8294510192099562e-07 0.0043998162727802515 0.0089773964136838514 -348.49999999999994 -3.4999999999999996 6.3850000000000007 5.7250000000000005 2.5450000000000004 6.0450000000000008 5.1050000000000013 3.9950000000000006 5.285000000000001 0.00019807765784200004 8.2700000000000014 0.18897357583045957 0.99473056197166454 5.4143545185070261e-06 4.9750000000000005 0.99894970655441295 6.5000000000000009 -64.499999999999986 3.5000000000000004 6.0450000000000008 -59.499999999999993 -53.499999999999993 2.3838758522742867e-07 decision_type=2 2 2 10 2 2 2 10 8 8 8 10 10 8 10 10 2 8 2 2 2 8 2 10 8 10 10 10 10 2 left_child=1 4 8 6 23 15 17 -6 19 14 13 -7 20 -8 22 16 -5 21 -13 26 -9 -3 -10 29 -25 -21 -2 -28 -29 -1 right_child=2 3 -4 5 7 11 10 12 9 -11 -12 18 -14 -15 -16 -17 -18 -19 -20 25 -22 -23 -24 24 -26 -27 27 28 -30 -31 leaf_value=-0.0095611924083044003 0.0046423012236358387 -0.0047067431015179722 0.0095743039523249387 -0.0030563350339768516 -0.007703365033818175 -0.00064300421096192455 -0.0017078041646887265 -0.0061293663864038566 0.00095245059944428943 0.0070457688458235137 0.0018398370041626533 0.0011776405028590417 -0.0020435217747398963 -0.0064995295833851696 -0.001251119171274423 0.00013399615765970812 -0.0010386158884316014 0.00044153813767855947 0.0025330017941052464 0.0065106417518941539 -0.0041340037682962693 -0.0076176260534855404 0.0042059395036275057 0.0058078872423119043 -0.010001604751467486 0.0026359449645570504 0.0034703484606736197 -0.010072341281585047 0.00049067639277185714 -0.0082039639560280153 leaf_weight=44.290772975989967 19.258318122010682 14.355615019027033 89.679492012539413 22.16214782379393 19.401891928166151 15.807336359575855 31.157482809532667 21.956099323724629 10.088263281155383 7.5066081279073833 6.5323914976906954 66.177161473489832 8.6661547172116098 3.2079482518893192 8.2580198695650306 25.106715493209776 45.489840235561132 1.5604431218525849 44.907078495947644 19.234213505755182 21.187510302843293 6.9417586004856267 5.7253834048169656 0.67228366527706385 1.3587000420666293 2.7160280218231483 4.3689470012905076 0.51760630891658366 0.77181893226224818 28.964176063178456 leaf_count=227948 6033 18246 118910 35367 57405 4054 13199 73526 3791 7790 2433 25016 19156 3754 2141 24174 36721 442 10726 9548 48788 17746 4092 697 9257 1321 1315 74 207 127303 internal_value=0 -0.00272623 0.00694117 -0.000394841 -0.00723639 0.000318239 -0.00285153 -0.0054673 0.00393094 0.00241455 -0.00151701 0.0014305 -0.00462993 -0.0021551 0.000970328 -0.00120331 -0.0016996 -0.0052393 0.00172556 0.00495267 -0.00514946 -0.00565553 0.00213039 -0.00890974 -0.00476844 0.0060312 0.00400253 0.00182508 -0.00374957 -0.00902456 internal_weight=0 429.904 168.125 283.406 146.498 219.65 63.7556 71.2117 78.4452 31.5783 40.8978 126.892 51.8098 34.3654 24.0717 92.7587 67.652 22.8578 111.084 46.8669 43.1436 21.2974 15.8136 75.2859 2.03098 21.9502 24.9167 5.65837 1.28943 73.2549 internal_count=911180 755958 155222 191878 564080 136058 55820 198875 36312 17814 19386 39796 141470 16953 10024 96262 72088 36434 35742 18498 122314 35992 7883 365205 9954 10869 7629 1596 281 355251 is_linear=0 shrinkage=0.01 Tree=762 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 10 10 12 12 10 12 12 12 10 10 10 12 12 10 3 3 3 3 12 10 10 12 10 12 split_gain=603.441 0.0385513 0.00533167 0.00520458 0.00285844 0.000921976 0.000841421 0.000691234 0.00061674 0.000585662 0.000565037 0.000473844 0.000441283 0.000336101 0.000322738 0.000182324 0.000182162 0.000140144 0.000135728 0.000130638 0.000143207 0.000126712 0.000114589 0.00012008 0.000102963 0.000102504 0.000100253 9.06944e-05 8.16436e-05 8.00375e-05 threshold=1.0000000180025095e-35 0.0011766494717448501 0.18897357583045957 2.1584159185294997e-05 0.8784809708595277 1.7613556906326269e-06 3.0850000000000004 3.1750000000000003 0.94052824378013633 0.00017857718921725002 3.3250000000000006 0.068259380757808671 0.0089773964136838514 0.99951267242431652 3.7050000000000005 5.8350000000000009 2.2250000000000005 0.99951267242431652 9.1954279923811565e-07 5.8950000000000005 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.96352549889135264 0.036334333941340412 3.0850000000000004 3.2050000000000005 0.0070173616986721008 4.0250000000000012 6.1143434777477532e-06 decision_type=2 2 2 2 2 2 10 10 2 2 10 2 2 2 10 10 10 2 2 10 2 2 2 2 2 8 10 2 10 2 left_child=4 3 10 5 11 18 25 13 26 19 27 -1 -12 -6 -7 21 -13 -9 -2 20 -8 -16 -11 -24 -14 -5 -4 -3 -22 -23 right_child=1 2 8 6 7 14 9 17 -10 22 12 16 24 -15 15 -17 -18 -19 -20 -21 28 29 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010006253016598694 0.010616369193407693 0.010116206632091498 0.010031752884747251 0.010216513822163568 -0.010157037094999247 0.010328953978443797 0.010262400934526912 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3.0463695572689176 34.097729082452133 12.902241686824707 6.2185570020228624 3.5313007943332195 leaf_count=720350 80 584 5172 217 454 81 39 2598 149247 103 988 910 1033 97 19 72 16765 340 63 100 51 42 399 75 1770 254 6680 2343 171 83 internal_value=0 0.0101032 0.0100518 0.0103561 -0.0100216 0.0104915 0.0102794 -0.0101223 0.010024 0.010307 0.0101298 -0.0100121 0.0101487 -0.0101973 0.0104341 0.010462 -0.0100418 -0.0100865 0.0105802 0.0103597 0.0103786 0.010491 0.0102622 0.0102736 0.0101254 0.0101842 0.0100551 0.0100835 0.0103928 0.0105061 internal_weight=0 296.544 246.456 50.088 299.455 18.1146 31.9734 25.7364 181.811 24.7742 64.6449 273.719 45.907 8.32762 10.9959 8.68949 44.984 17.4088 7.11868 11.3926 8.6833 6.20468 13.3816 11.6092 29.4169 7.1992 47.384 18.7379 7.73845 5.58033 internal_count=911180 169666 167817 1849 741514 440 1409 3489 161099 938 6718 738025 3791 551 297 216 17675 2938 143 361 261 144 577 474 2803 471 11852 2927 222 125 is_linear=0 shrinkage=0.01 Tree=763 num_leaves=31 num_cat=0 split_feature=12 12 12 1 12 12 12 1 1 12 12 12 12 12 2 3 12 12 12 6 3 3 2 1 6 1 6 2 12 2 split_gain=110.153 44.2305 13.2231 4.82457 4.31978 3.60771 1.9838 1.37818 1.18656 0.782682 0.58317 0.549514 0.513949 0.471387 0.322169 0.282614 0.268984 0.261736 0.241036 0.231874 0.228866 0.222422 0.203779 0.208578 0.295691 0.29351 0.19023 0.198634 0.17405 0.163771 threshold=0.8784809708595277 2.9517374969145752e-05 0.99997490644454967 -390.49999999999994 7.8085335530886379e-07 0.0043998162727802515 0.0089773964136838514 -348.49999999999994 -3.4999999999999996 0.99894970655441295 0.00017857718921725002 4.0456557144352709e-06 0.18897357583045957 0.99473056197166454 0.98936170212765973 0.31281565656565663 0.99999946355819713 1.2894064838064881e-07 0.2688089013099671 212.50000000000003 0.78297101449275375 0.8185736677115989 0.92365967365967383 -57.499999999999993 29.500000000000004 -56.499999999999993 15.500000000000002 0.051836094939543158 0.0006371206545736001 0.81291666666666684 decision_type=2 2 2 10 2 2 2 10 8 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 10 2 2 2 2 left_child=1 4 8 6 17 10 28 -6 13 14 21 20 15 22 -10 -7 -4 -1 19 -8 -9 -5 -2 24 -24 -25 -13 -28 -3 -15 right_child=2 3 16 5 7 12 18 11 9 -11 -12 26 -14 29 -16 -17 -18 -19 -20 -21 -22 -23 23 25 -26 -27 27 -29 -30 -31 leaf_value=-0.0097258047430212134 0.0042520365355054168 -0.0059875398126610782 0.0085108757697207396 -0.0027901183286666736 -0.0077468838347950651 -0.0001429752950716893 -0.0024353886722091448 -0.0063000023022088368 0.00086339342457283311 0.004483091596898141 -0.00064843974508962076 -0.0044601794427659765 0.0022046142418528942 0.0064220137742663488 0.0061109593968803446 0.001256063554339373 0.0098557779703840331 -0.0084788049248242132 -0.00063323877036561434 0.0019487694030563127 -0.0040263936231285987 -0.00058081664447534262 0.0056429137765464281 -0.0097958229088741695 -0.0043420029909864797 0.0041081689270588426 0.00049571430418629157 -0.0032814535395258716 -0.0042194923139268203 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0.000139511 0.000128217 0.000191185 0.000111598 0.000116903 0.000100066 9.99041e-05 9.69929e-05 8.84677e-05 7.42056e-05 threshold=1.0000000180025095e-35 0.0011766494717448501 2.1584159185294997e-05 0.18897357583045957 0.8784809708595277 1.7613556906326269e-06 3.0850000000000004 3.1750000000000003 0.94052824378013633 0.00017857718921725002 3.3250000000000006 0.068259380757808671 0.0089773964136838514 0.99951267242431652 3.7050000000000005 5.8350000000000009 2.2250000000000005 4.5000000000000009 1.5000000000000002 9.1954279923811565e-07 0.99951267242431652 5.8950000000000005 9.5000000000000018 1.0000000180025095e-35 0.96352549889135264 3.0850000000000004 0.036334333941340412 3.2050000000000005 0.0070173616986721008 5.6350000000000007 decision_type=2 2 2 2 2 2 10 10 2 2 10 2 2 2 10 10 10 2 2 2 2 10 2 2 2 8 2 10 2 10 left_child=4 2 5 10 11 18 25 13 27 21 28 -1 29 -6 -7 17 -13 -16 -2 -20 -9 22 -8 -11 -25 -4 -14 -5 -3 -12 right_child=1 3 6 8 7 14 9 20 -10 23 12 16 26 -15 15 -17 -18 -19 19 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2.3731686538085341 2.5177458096295577 2.4683865085244179 37.949816817010287 3.6545916832983494 3.2472834177315235 2.3175180368125439 3.7581889140419653 2.689246858470141 3.8716906365007162 10.224907008931039 1.2828947929665435 3.02217518677935 16.206722256494686 33.693381727091037 12.777054723002946 3.8020757641643277 leaf_count=720350 36 584 217 5172 454 81 160 2598 149247 103 706 910 1033 97 66 72 16765 78 58 49 340 100 101 399 75 254 1770 6680 2343 282 internal_value=0 0.0101028 0.0103541 0.0100514 -0.0100215 0.0104894 0.0102771 -0.0101217 0.0100238 0.0103046 0.0101285 -0.010012 0.0101472 -0.0101962 0.0104316 0.0104593 -0.0100414 0.0104883 0.0105784 0.0106027 -0.010086 0.0103571 0.0103759 0.0102598 0.0102711 0.0101827 0.0101242 0.0100544 0.0100827 0.0101883 internal_weight=0 292.659 49.7535 242.905 295.52 18.0334 31.7201 25.5706 178.9 24.577 64.0051 269.95 45.4442 8.27355 10.9356 8.64072 44.5677 6.17234 7.09776 5.5648 17.297 11.3127 8.62346 13.2643 11.5078 7.14311 29.1102 46.8331 18.5609 16.334 internal_count=911180 169666 1849 167817 741514 440 1409 3489 161099 938 6718 738025 3791 551 297 216 17675 144 143 107 2938 361 261 577 474 471 2803 11852 2927 988 is_linear=0 shrinkage=0.01 Tree=765 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 2 6 2 2 3 6 6 6 3 12 12 3 6 12 12 12 2 6 12 split_gain=589.538 0.0366979 0.00502 0.00501565 0.00272599 0.000899252 0.000682884 0.000578958 0.000533848 0.000500673 0.000447012 0.000204185 0.000188673 0.00018026 0.000177416 0.00017309 0.000143623 0.000132732 0.000114937 0.000111163 9.45768e-05 8.82152e-05 8.70696e-05 8.02789e-05 7.1358e-05 6.90435e-05 6.19713e-05 6.07872e-05 6.04033e-05 5.93209e-05 threshold=1.0000000180025095e-35 0.0011766494717448501 2.1584159185294997e-05 0.18897357583045957 0.8784809708595277 1.7613556906326269e-06 0.00017857718921725002 0.94052824378013633 0.99977076053619396 0.0089773964136838514 0.068259380757808671 0.045804195804195758 13.500000000000002 0.055738304093567205 0.16252188240140047 1.0000000180025095e-35 1.5000000000000002 7.5000000000000009 2.5000000000000004 0.51739261947973392 5.1029428504989491e-06 9.1954279923811565e-07 0.96352549889135264 3.5000000000000004 0.036334333941340412 0.99473056197166454 0.99998754262924205 0.74891304347826104 1.5000000000000002 0.65440738201141369 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=4 2 5 9 10 14 13 29 25 18 -1 -7 -13 -4 -2 -8 27 24 -3 26 -14 23 28 -16 -11 -6 -10 -15 -17 -5 right_child=1 3 6 7 8 11 15 -9 19 17 -12 12 20 16 21 22 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010006129707919231 0.010480670258102117 0.010142585169421426 0.010247621460753802 0.010064023878145239 -0.010085771403643346 0.010326059255164562 0.010160521758988121 0.010012774026248948 -0.010219279291049172 0.010111886134671537 -0.01004096306221753 0.010395140971719315 0.010544395979491797 0.010308696075754162 0.010558407344356133 0.010222604562411449 0.01036768742040356 0.010129894446001955 0.010187683342297053 -0.010148664199600517 0.010454252409292855 0.010549681252090578 0.010172747121019092 0.010665452871417734 0.010078201196225727 -0.010124597879626353 -0.0103133442567858 0.010191695673187067 0.010268969455216031 0.010041263445399056 leaf_weight=223.14081244610134 1.624048644676807 11.396616222104059 2.4363403767347362 25.744528913055547 13.810037069488322 1.6883432716131199 2.8229206660762456 130.75477317231707 2.0122485077008601 10.921940726693721 44.126040081056999 4.0791341746225935 1.8129789456725118 3.5419401396065933 1.0139289926737549 4.1060109515674386 7.6427759239450097 15.022622906137256 11.20989022310823 1.5699270418845115 3.25094641931355 2.126138212159276 1.4543387535959489 2.2670322693884373 14.825181653024627 6.8526563993655136 1.0743031185120342 0.50770741049200285 8.9010470928624255 20.625029281945899 leaf_count=720350 39 966 109 5292 2437 57 203 149247 122 1218 17675 121 38 136 21 219 240 1425 700 136 81 44 91 39 2409 749 45 32 379 6560 internal_value=0 0.0101018 0.0103504 0.0100509 -0.0100213 0.0104843 0.0102743 0.0100235 -0.0101204 0.0101272 -0.0100119 0.0104271 0.0104458 0.0103259 0.0105723 0.0102321 0.0103422 0.0101063 0.0101649 -0.0102172 0.0104865 0.0105999 0.0102461 0.0106324 0.0100925 -0.0100986 -0.010252 0.010294 0.0102543 0.0100539 internal_weight=0 289.776 49.2756 240.501 292.586 17.8626 31.4131 177.124 25.3192 63.3763 267.267 10.8314 9.14306 14.1288 7.03115 17.2843 11.6924 40.7697 22.6065 4.65648 5.06393 5.4071 14.4614 3.28096 25.7471 20.6627 3.08655 4.04965 13.0071 46.3696 internal_count=911180 169666 1849 167817 741514 440 1409 161099 3489 6718 738025 297 240 517 143 892 408 5052 1666 303 119 104 689 60 3627 3186 167 168 598 11852 is_linear=0 shrinkage=0.01 Tree=766 num_leaves=31 num_cat=0 split_feature=11 1 6 5 3 5 5 6 6 3 0 5 1 6 1 6 1 1 6 6 6 4 3 1 6 3 3 1 1 4 split_gain=583.636 0.00547975 0.00332477 0.000780478 0.000650108 0.000604799 0.000630253 0.000511584 0.00036571 0.000346183 0.00037828 0.000344918 0.000237738 0.000194341 0.000190214 0.000185492 0.000172686 0.000157021 0.000156158 0.000153547 0.000151654 0.000163788 0.000131398 0.000118363 0.000114252 0.000110355 0.000170187 0.000105061 0.000116175 0.000102075 threshold=1.0000000180025095e-35 -4.4999999999999991 15.500000000000002 6.5000000000000009 0.23123827392120072 5.5000000000000009 2.5000000000000004 4.5000000000000009 158.50000000000003 0.90501253132832093 1.0000000180025095e-35 1.5000000000000002 -1.0000000180025095e-35 16.500000000000004 -95.499999999999986 1813.0000000000002 -8.4999999999999982 -8.4999999999999982 1.5000000000000002 3.5000000000000004 10.500000000000002 28.500000000000004 0.091229193341869366 -371.49999999999994 11.500000000000002 0.82875939849624081 0.81302966101694929 -43.499999999999993 -48.499999999999993 2.5000000000000004 decision_type=2 8 2 10 2 10 10 2 2 2 2 10 8 2 10 2 10 8 2 2 2 10 2 8 2 2 2 10 8 8 left_child=12 2 4 5 -2 6 8 -3 14 10 18 -9 22 -8 23 20 24 -12 -6 -14 -13 -22 -1 -4 29 26 -23 28 -10 -11 right_child=1 7 3 -5 9 -7 13 11 27 16 17 15 19 -15 -16 -17 -18 -19 -20 -21 21 25 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010033402527143149 0.010070737841958045 0.010031307867172387 0.010054967189934674 0.010570985931050755 0.010130343916345864 0.010022859442264498 0.0104722509071017 0.010062067749096683 0.010239074348130697 0.010359363929842975 0.010089508431804424 0.010061353791813055 -0.010047963052946652 0.010276635562834386 0.010156241386481883 0.010545721359344598 0.010370865010157776 0.01036808263331453 0.010166439112206662 -0.010019399424591457 0.010070312259529464 0.010210654791313603 -0.010012116653391363 0.010211780549500204 0.010171917925280494 0.010084901485687676 0.010497266844095507 0.010164445010989081 0.010364321632826473 0.010066861953086249 leaf_weight=34.660779209501925 37.652293997700326 79.414554870512802 0.50265832501463592 0.55530115216970344 29.295023514947388 1.9863767439965148 0.55609163129702111 21.622061572386887 9.1175441526574996 0.12024442601250918 18.686497594695538 1.7990815701195959 45.173025721247541 5.8575771561590955 24.236136604857172 0.11403415224049229 0.20152813027379934 0.20455173158552753 20.285183784551919 32.259511483163806 1.1938117626123128 2.3860271415906036 177.58749862819968 11.347530920582347 1.1634300336590957 0.59752530546393234 0.22687402425799508 1.7130902999779198 0.80606187216471781 15.280616741860285 leaf_count=47087 16405 97701 177 20 6314 2038 26 17050 1119 71 7580 1215 61092 491 4497 7 19 17 3219 84215 589 852 549120 1338 158 166 15 294 56 8232 internal_value=0 0.0101008 0.0101346 0.0101979 0.0101053 0.0101942 0.0102005 0.0100443 0.010188 0.0101206 0.0101306 0.0100811 -0.0100211 0.0102936 0.0101723 0.0101461 0.0100799 0.0100925 0.0101451 -0.0100361 0.0101387 0.0101703 -0.0100156 0.0102051 0.0100764 0.0102075 0.0102355 0.0102368 0.0102492 0.0100691 internal_weight=0 286.922 179.568 56.6784 122.889 56.1231 54.1367 107.354 47.723 85.2371 68.4713 27.9394 289.681 6.41367 36.0863 6.31735 16.7658 18.891 49.5802 77.4325 6.20332 4.40424 212.248 11.8502 16.5643 3.21043 2.6129 11.6367 9.92361 15.4009 internal_count=911180 169666 52071 10056 42015 10036 7998 117595 7481 25610 17130 19894 741514 517 6012 2844 8480 7597 9533 145307 2837 1622 596207 1515 8461 1033 867 1469 1175 8303 is_linear=0 shrinkage=0.01 Tree=767 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 10 10 12 12 10 12 12 12 10 1 10 10 12 12 10 3 3 1 3 3 10 10 1 12 split_gain=577.794 0.0345547 0.00472347 0.00472265 0.00256818 0.000845625 0.000750094 0.000620639 0.000545156 0.000527658 0.000501132 0.000421027 0.000392897 0.000306595 0.000289549 0.000276784 0.000165237 0.000161458 0.000127484 0.000125947 0.000117111 0.000127856 0.000114118 0.000104957 0.000101836 0.000106695 9.13806e-05 8.86333e-05 0.000142738 8.08008e-05 threshold=1.0000000180025095e-35 0.0011766494717448501 2.1584159185294997e-05 0.18897357583045957 0.8784809708595277 1.7613556906326269e-06 3.0850000000000004 3.1750000000000003 0.94052824378013633 0.00017857718921725002 3.3250000000000006 0.068259380757808671 0.0089773964136838514 0.99951267242431652 3.7050000000000005 -390.49999999999994 5.8350000000000009 2.2250000000000005 0.99951267242431652 9.1954279923811565e-07 5.8950000000000005 1.0000000180025095e-35 1.0000000180025095e-35 -390.49999999999994 1.0000000180025095e-35 0.96352549889135264 3.0850000000000004 3.2050000000000005 -1.0000000180025095e-35 0.0070173616986721008 decision_type=2 2 2 2 2 2 10 10 2 2 10 2 2 2 10 10 10 10 2 2 10 2 2 10 2 2 8 10 8 2 left_child=4 2 5 10 11 19 26 13 27 20 29 -1 23 -6 -7 -14 22 -13 -9 -2 21 -8 -16 -12 -11 -26 -4 -5 -29 -3 right_child=1 3 6 8 7 14 9 18 -10 24 12 17 15 -15 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.010006008359890009 0.010595936950994742 0.010111694450711819 0.010208313461837577 0.010030465482892688 -0.010151156610294962 0.010317112248448033 0.010252694145571868 -0.010068957078645014 0.010012519996470442 0.01017997941168489 0.010278810942902436 -0.01008641101254123 0.010204077503851007 -0.010287714585028839 0.010342878055299843 0.01010874185637186 0.010375155319911259 -0.010032083546783232 -0.010135769568374173 0.010508969741005333 0.010287806487154072 0.010378140021925386 0.010487930028577497 0.010175761593940678 0.010273874598117435 0.010175696076362354 0.010134840789695281 0.010052445269714301 0.010109499381388828 0.010065970595138894 leaf_weight=218.72206589406414 4.0956289190799025 5.6146374316886094 4.0018782354891327 12.751647238794247 5.7295980695635098 2.2294123424217096 0.91165434941649603 13.141646564705299 128.16202001014608 1.7057182397693385 1.0590950571931887 6.4246294901240608 3.4718254166655234 2.305744931101799 0.60297508537769129 24.788406826555732 2.3984687998890877 36.831805880879983 3.6488393170293412 2.806216161698103 2.6121938945725551 7.4682078585028648 5.3975152913480997 14.801863146945832 9.932249519042669 1.245737119577824 2.933761372230947 27.48483371338807 5.2173269665800026 12.40113002178259 leaf_count=720350 80 584 217 5172 454 81 39 2598 149247 103 46 910 209 97 19 2594 72 16765 340 63 100 222 125 942 399 75 254 6063 617 2343 internal_value=0 0.0100998 0.0103433 0.0100498 -0.0100209 0.0104744 0.0102688 -0.0101181 0.0100231 0.0102954 0.0101247 -0.0100116 0.0101428 -0.0101903 0.0104184 0.0101205 0.0104453 -0.0100402 -0.0100835 0.0105606 0.0103463 0.0103645 0.0104734 0.0101826 0.010252 0.0102629 0.0101772 0.0100528 0.0100615 0.0100802 internal_weight=0 284.094 48.3416 235.753 286.804 17.5302 30.8114 24.8258 173.616 23.8758 62.137 261.979 44.1212 8.03534 10.6284 28.2602 8.39896 43.2564 16.7905 6.90185 10.9921 8.37986 6.00049 15.861 12.8837 11.178 6.93564 45.4538 32.7022 18.0158 internal_count=911180 169666 1849 167817 741514 440 1409 3489 161099 938 6718 738025 3791 551 297 2803 216 17675 2938 143 361 261 144 988 577 474 471 11852 6680 2927 is_linear=0 shrinkage=0.01 Tree=768 num_leaves=31 num_cat=0 split_feature=11 10 1 10 0 10 10 5 1 1 10 1 10 5 5 1 10 10 10 5 10 10 10 1 1 1 1 10 10 1 split_gain=572.011 0.00787097 0.00115037 0.00107839 0.000745759 0.000644308 0.000639479 0.000698624 0.000651923 0.000601844 0.00049387 0.000399654 0.000198239 0.000147497 0.000343272 0.000142458 0.000174726 0.000113101 0.000110954 0.000144551 0.00012132 0.000211304 0.00013073 0.000321934 0.000113174 8.94018e-05 8.44552e-05 8.51357e-05 8.01458e-05 8.70377e-05 threshold=1.0000000180025095e-35 3.3950000000000005 -3.4999999999999996 9.7700000000000014 1.0000000180025095e-35 2.8250000000000006 6.0550000000000006 1.5000000000000002 -69.499999999999986 -147.49999999999997 1.0000000180025095e-35 -1.0000000180025095e-35 4.0850000000000009 15.500000000000002 5.5000000000000009 -351.49999999999994 4.3950000000000005 2.8250000000000006 5.5650000000000004 6.5000000000000009 5.3550000000000013 5.2950000000000008 5.1150000000000011 -380.49999999999994 -300.49999999999994 -356.49999999999994 -49.499999999999993 6.3250000000000011 3.3950000000000005 -1.0000000180025095e-35 decision_type=2 10 8 10 2 10 10 10 8 10 10 8 10 10 10 10 10 8 8 10 10 10 10 10 10 10 10 8 10 8 left_child=5 2 10 4 6 11 7 15 -8 -5 -2 -1 25 14 -11 16 -3 -13 19 20 21 22 -14 -24 -22 -9 -10 -28 29 -7 right_child=1 3 -4 9 -6 28 8 12 26 13 -12 17 18 -15 -16 -17 -18 -19 -20 -21 24 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.010033768359540942 0.010042906271250093 0.010078973529077315 0.010015580708745688 0.010041521825479302 0.010098937546391872 -0.010016743802552686 0.010152279124856728 0.010073235812716248 0.010039648815523373 0.010448331285529746 0.010106847826019415 -0.01008245089510299 0.010202591634137706 0.010612530899944871 0.010067034207898175 0.010154876208377487 0.01015090854387922 -0.01014538946212562 0.010172055631072962 0.010457138218281255 0.010334573534762186 0.010098475291351055 0.01051877891665073 0.010236603505610812 0.010232716393761887 0.010172992465182202 0.010054415656725824 0.010191235172626869 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0.0102243 0.0102215 0.0102084 0.0102199 0.0102699 0.010264 0.0101394 0.010052 0.0101136 -0.0100145 -0.010031 internal_weight=0 281.295 125.266 156.029 153.435 283.956 122.453 95.77 26.6832 2.59416 48.7095 40.8225 31.0557 2.08133 1.73541 64.7143 13.6397 14.8377 27.0322 22.0459 21.7824 16.6591 15.0761 3.87999 5.12335 4.02353 11.0997 1.85273 243.134 26.0682 internal_count=911180 169666 128112 41554 41061 741514 30548 18032 12516 493 23342 29767 4892 180 173 13140 5092 5635 3824 3070 3056 2448 1910 350 608 1068 9551 480 711747 33187 is_linear=0 shrinkage=0.01 Tree=769 num_leaves=31 num_cat=0 split_feature=12 12 12 1 12 12 12 1 1 12 12 12 12 12 5 2 5 1 12 3 12 1 12 3 6 6 3 2 2 5 split_gain=103.148 41.5497 12.6194 4.49955 4.13735 3.35879 1.85887 1.30996 1.11401 0.732062 0.543544 0.518116 0.479165 0.444367 0.336355 0.30191 0.294013 0.97221 0.273921 0.263524 0.262162 0.228577 0.22471 0.216491 0.216366 0.211544 0.207648 0.198993 0.189819 0.196468 threshold=0.8784809708595277 2.9517374969145752e-05 0.99997490644454967 -390.49999999999994 7.8085335530886379e-07 0.0043998162727802515 0.0089773964136838514 -348.49999999999994 -3.4999999999999996 0.99894970655441295 0.00017857718921725002 4.0456557144352709e-06 0.18897357583045957 0.99473056197166454 3.5000000000000004 0.98936170212765973 6.5000000000000009 -64.499999999999986 2.3838758522742867e-07 0.31281565656565663 0.99999946355819713 -63.499999999999993 0.2688089013099671 0.78297101449275375 212.50000000000003 22.500000000000004 0.8185736677115989 0.34794619264953158 0.92365967365967383 3.5000000000000004 decision_type=2 2 2 10 2 2 2 10 8 2 2 2 2 2 10 2 10 8 2 2 2 10 2 2 2 2 2 2 2 8 left_child=1 4 8 6 16 10 -3 -6 13 15 26 23 19 28 -15 -10 18 27 -1 -7 -4 25 24 -9 -8 -16 -5 -18 -2 -30 right_child=2 3 20 5 7 12 22 11 9 -11 -12 -13 -14 14 21 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0095443678285500773 0.0042150978226696036 -0.0051630469365445573 0.0084855312809355345 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53.566511833632831 65.022063555778004 0.71084844722645257 16.971792127878871 5.5303771179314927 1.2167104735563032 0.76231798395747308 5.3834679933061116 0.071496007556561381 1.6805805688491084 0.35705792054068286 leaf_count=227948 6914 36434 21041 38559 59884 6175 12344 65130 7969 9075 50690 66167 12062 9548 465 770 302 9153 117441 21559 97869 585 6266 17687 776 271 7013 368 643 72 internal_value=0 -0.002683 0.00688237 -0.000387174 -0.00717196 0.000311756 -0.00280065 -0.00544995 0.00386759 0.00237099 -0.00117841 -0.00461092 0.00140146 0.00487934 0.00595317 0.00118145 -0.00893313 -0.00497184 -0.00904318 0.000887599 0.00955714 0.00255689 -0.00148704 -0.00571366 -0.00216549 0.000698356 -0.00233615 0.00563124 0.00393662 0.00102053 internal_weight=0 403.165 156.495 266.742 136.423 206.842 59.9003 68.9785 73.5712 29.6751 87.3673 50.3237 119.475 43.896 20.5211 18.8582 67.4442 1.82302 65.6212 72.0427 82.9233 2.55322 38.495 23.0725 21.5232 1.84237 27.6968 0.586535 23.3749 2.03764 internal_count=911180 755958 155222 191878 564080 136058 55820 208868 36312 17814 96262 148984 39796 18498 10869 8739 355212 9823 345389 27734 118910 1321 19386 82817 13120 736 45572 670 7629 715 is_linear=0 shrinkage=0.01 Tree=770 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 2 6 2 2 3 0 6 6 3 12 12 12 3 0 6 1 1 12 12 split_gain=564.491 0.0328863 0.0045495 0.00444359 0.00244831 0.000816981 0.000615015 0.00051164 0.000485917 0.000446315 0.00039719 0.000183705 0.000169289 0.00016171 0.000159997 0.000153844 0.000151328 0.000117258 0.000101658 0.000100774 8.61732e-05 7.95015e-05 7.9382e-05 7.74109e-05 7.09917e-05 7.0242e-05 6.99537e-05 6.63332e-05 6.33118e-05 6.22098e-05 threshold=1.0000000180025095e-35 0.0011766494717448501 2.1584159185294997e-05 0.18897357583045957 0.8784809708595277 1.7613556906326269e-06 0.00017857718921725002 0.94052824378013633 0.99977076053619396 0.0089773964136838514 0.068259380757808671 0.045804195804195758 13.500000000000002 0.055738304093567205 0.16252188240140047 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 2.5000000000000004 0.51739261947973392 5.1029428504989491e-06 5.9116524425917312e-05 9.1954279923811565e-07 0.96352549889135264 1.0000000180025095e-35 3.5000000000000004 -22.499999999999996 -375.49999999999994 0.036334333941340412 0.99473056197166454 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 8 10 2 2 left_child=4 2 5 9 10 14 13 -5 29 18 -1 -7 -13 -4 -2 -8 21 28 -3 26 -14 -15 25 24 -17 -16 -10 -19 -11 -6 right_child=1 3 6 7 8 11 15 -9 19 17 -12 12 20 16 22 23 -18 27 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010005889803366115 0.010464026836949122 0.01013709178390251 0.010238234269691645 0.010051715668350489 -0.010082563768763975 0.010314319788123775 0.010154308236810907 0.010012209671449985 -0.010168434402932976 0.010107459911591017 -0.010039389335831365 0.010381063920558424 0.010525214274272275 0.010379511865463978 0.010540177200037361 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475 90 229 700 136 81 196 44 91 123 39 103 1196 2409 749 internal_value=0 0.0100985 0.0103378 0.010049 -0.0100206 0.0104673 0.0102639 0.0100226 -0.0101162 0.0101222 -0.0100114 0.0104118 0.0104298 0.0103137 0.0105525 0.0102231 0.0103294 0.010102 0.0101585 -0.01021 0.0104691 0.0103459 0.0105791 0.0102366 0.0102445 0.0106104 -0.0102437 0.0101247 0.0100888 -0.010095 internal_weight=0 277.614 47.5584 230.055 280.229 17.2855 30.2729 169.136 24.4246 60.919 255.805 10.4731 8.84194 13.632 6.81242 16.6409 11.2838 39.1712 21.7479 4.5062 4.89737 9.39201 5.24067 13.924 12.5244 3.18067 2.98761 14.4301 24.7411 19.9184 internal_count=911180 169666 1849 167817 741514 440 1409 161099 3489 6718 738025 297 240 517 143 892 408 5052 1666 303 119 318 104 689 598 60 167 1425 3627 3186 is_linear=0 shrinkage=0.01 Tree=771 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 12 12 12 12 5 12 2 12 5 2 5 2 2 2 29 5 4 2 5 4 5 2 12 39 2 split_gain=100.608 42.4026 10.399 4.44742 4.12157 0.786086 0.697716 0.671449 0.510171 0.287484 0.276427 0.271505 0.265461 0.189008 0.190889 0.161762 0.173776 0.146673 0.221922 0.135735 0.128663 0.128482 0.156962 0.124031 0.118435 0.131382 0.117228 0.115958 0.115173 0.107334 threshold=0.94052824378013633 2.9517374969145752e-05 0.99997490644454967 0.0035319819580763002 7.8085335530886379e-07 0.2688089013099671 0.00025326936156485003 0.99894970655441295 4.0456557144352709e-06 6.5000000000000009 2.3838758522742867e-07 0.55028089887640463 0.99999946355819713 2.5000000000000004 0.30048543689320389 2.5000000000000004 0.24494897959183673 0.20091743119266059 0.14226190476190473 1.0000000180025095e-35 3.5000000000000004 29.500000000000004 0.43597197376267149 2.5000000000000004 28.500000000000004 3.5000000000000004 0.51363749070171105 2.5763826272395823e-07 1.0000000180025095e-35 0.50144508670520238 decision_type=2 2 2 2 2 2 2 2 2 10 2 2 2 10 2 8 2 2 2 2 10 10 2 10 10 10 2 2 2 2 left_child=1 4 7 6 9 19 -3 -2 11 10 -1 13 -4 -6 17 26 -17 18 -15 20 28 22 -10 -9 -20 -26 -7 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20.483267997682564 9.0573292729532096 1.7897323746074096 2.1491934862715452 7.605562503260443 63.754628287366359 0.6829296750947822 2.0818266987917018 2.6582925422408143 3.9818301348714158 0.66224455184419628 0.094542228238424286 5.1522024056175715 6.2889930579549391 21.710374708622112 5.7179673686478045 2.9283655146136871 0.074989805681980215 0.42530460236594081 16.389680427964777 22.093018295323418 0.54191260688821685 0.15218901347543567 leaf_count=227948 16378 71467 21041 42985 70361 12899 54956 14912 23885 9823 9457 28691 97869 2608 6395 736 1295 3513 441 2063 3883 54029 17083 1646 391 636 4803 107984 167 835 internal_value=0 -0.00253661 0.00719615 -0.000284274 -0.00714134 0.000682163 -0.00196043 0.00411568 -0.00541334 -0.00891745 -0.00902725 -0.00634387 0.00954888 -0.00582166 -0.00388778 0.00153234 5.09512e-05 -0.00618263 -0.00420313 0.000151208 7.125e-05 -0.00460788 -0.0053272 0.0054526 0.000262304 0.00220203 0.00169545 -0.00818389 0.000162251 -0.00189494 internal_weight=0 408.841 143.483 274.55 134.292 174.142 100.407 62.1326 68.0676 66.2242 64.4345 31.582 81.3509 23.9764 4.17403 66.9466 6.64012 1.94001 1.27777 107.196 102.044 36.4857 14.7753 23.4116 0.594837 0.500294 60.3065 24.2422 95.7546 2.23402 internal_count=911180 759334 151846 195254 564080 68831 126423 32936 208868 355212 345389 113871 118910 85180 14819 19733 2031 7589 4076 49098 47035 94997 40968 16558 1468 1027 17702 117441 43152 7230 is_linear=0 shrinkage=0.01 Tree=772 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 10 10 12 12 10 12 12 12 10 2 2 2 2 10 48 12 10 6 10 6 10 10 10 2 split_gain=557.174 0.0322723 0.00451456 0.00430964 0.00240995 0.000816565 0.0006941 0.000584029 0.000498225 0.00049487 0.000458416 0.00038654 0.000362687 0.000296795 0.00027153 0.000185358 0.000174809 0.000158235 0.000155993 0.000147953 0.000135703 0.000122021 0.000121345 0.000104065 9.48517e-05 0.000101721 8.76957e-05 8.44931e-05 8.04388e-05 7.73595e-05 threshold=1.0000000180025095e-35 0.0011766494717448501 2.1584159185294997e-05 0.18897357583045957 0.8784809708595277 1.7613556906326269e-06 3.0850000000000004 3.1750000000000003 0.00017857718921725002 0.94052824378013633 3.3250000000000006 0.068259380757808671 0.0089773964136838514 0.99951267242431652 3.7050000000000005 0.055738304093567205 0.045804195804195758 0.16252188240140047 0.040202020202020204 2.2250000000000005 1.0000000180025095e-35 0.99951267242431652 5.8350000000000009 7.5000000000000009 5.8950000000000005 7.5000000000000009 4.3950000000000005 3.0850000000000004 3.2050000000000005 0.028778467908902653 decision_type=2 2 2 2 2 2 10 10 2 2 10 2 2 2 10 2 2 2 2 10 2 2 10 2 10 2 10 8 10 2 left_child=4 2 5 10 11 17 27 13 15 28 -3 -1 29 -6 -7 -8 -16 -2 -10 -13 -14 -9 23 -18 25 -17 -19 -4 -5 -12 right_child=1 3 6 9 7 14 8 21 18 -11 12 19 20 -15 16 24 22 26 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010005833744207143 0.01046223126570547 0.010077890752850519 0.010202989597885646 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209 104 471 11852 988 is_linear=0 shrinkage=0.01 Tree=773 num_leaves=31 num_cat=0 split_feature=11 10 6 1 10 3 10 5 1 10 1 10 6 5 5 1 10 10 3 1 6 5 6 5 1 10 6 48 10 10 split_gain=551.597 0.00728561 0.00258997 0.00106674 0.000757552 0.000657096 0.000599381 0.000586922 0.000508052 0.000457222 0.00037455 0.000347672 0.000360629 0.000357556 0.000313201 0.000310654 0.000296092 0.000256638 0.000216614 0.00020908 0.000203451 0.000175997 0.000162322 0.000155262 0.000138537 0.000138162 0.00012567 0.000114706 0.000114498 0.000110892 threshold=1.0000000180025095e-35 3.3950000000000005 32.500000000000007 -3.4999999999999996 9.7700000000000014 0.22271825396825398 2.8250000000000006 2.5000000000000004 -124.49999999999999 1.0000000180025095e-35 -1.0000000180025095e-35 6.3250000000000011 1.5000000000000002 1.5000000000000002 6.5000000000000009 -8.4999999999999982 5.8350000000000009 3.9950000000000006 0.94146202170188464 -18.499999999999996 361.50000000000006 2.5000000000000004 40.500000000000007 1.5000000000000002 -11.499999999999998 5.955000000000001 14.500000000000002 1.0000000180025095e-35 4.3550000000000013 4.5950000000000006 decision_type=2 10 2 8 10 2 10 10 8 10 8 10 2 10 10 10 10 10 2 8 2 10 2 10 8 10 2 2 10 10 left_child=6 3 4 9 5 25 10 16 -6 -2 -1 12 21 -13 -9 -10 17 19 23 27 -19 29 -11 24 -14 -3 -26 -4 -25 -7 right_child=1 2 7 -5 8 11 -8 14 15 22 -12 13 18 -15 -16 -17 -18 20 -20 -21 -22 -23 -24 28 26 -27 -28 -29 -30 -31 leaf_value=-0.010033065698424276 0.010042045058250721 0.010086328630170794 0.010360400109149712 0.010015238586221539 0.010486917595689673 0.010089726869469162 -0.01001424092488133 0.010289132239434045 0.010050405828921749 0.0100911868514459 -0.010097033224424271 0.010146828688498677 0.010173048449923157 0.010035086724581204 0.010557473071224455 0.010454601996465409 0.010153915744624072 0.010226682461652264 0.010099689821332046 0.010074713401456999 0.010336589225912044 0.010182807986131052 0.010151499999610821 0.010119428669834707 0.010158761260781081 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6.0693e-05 5.78852e-05 5.78388e-05 5.6336e-05 4.78593e-05 4.38976e-05 4.15227e-05 3.96105e-05 3.93129e-05 threshold=1.0000000180025095e-35 0.0011766494717448501 2.1584159185294997e-05 0.18897357583045957 0.8784809708595277 1.7613556906326269e-06 0.00017857718921725002 0.94052824378013633 0.99977076053619396 0.0089773964136838514 0.068259380757808671 3.5000000000000004 3.5000000000000004 3.5000000000000004 1.5000000000000002 9.1954279923811565e-07 7.5000000000000009 1.5000000000000002 2.5000000000000004 7.4335632689326312e-06 -390.49999999999994 -375.49999999999994 0.99473056197166454 0.036334333941340412 -339.49999999999994 0.65440738201141369 0.99894970655441295 0.0013712961226701001 0.99998754262924205 0.3781151175498963 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 10 2 2 10 2 2 2 2 2 left_child=4 2 5 9 10 14 12 25 22 18 27 -7 -4 -8 -2 -16 23 20 -3 -13 28 -18 -6 -11 -14 -5 -9 -1 -10 -12 right_child=1 3 6 7 8 11 13 26 17 16 29 19 24 -15 15 -17 21 -19 -20 -21 -22 -23 -24 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41.2195 internal_count=911180 169666 1849 167817 741514 440 1409 161099 3489 6718 738025 297 517 892 143 107 5052 303 1666 173 146 1425 3186 3627 254 11852 149247 720350 97 17675 is_linear=0 shrinkage=0.01 Tree=775 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 48 48 10 48 10 10 10 48 10 10 12 12 12 19 10 4 48 4 39 12 3 10 10 12 39 split_gain=96.1506 40.6396 10.1384 4.22853 4.02371 1.77655 1.47746 0.981072 1.0003 0.97469 0.875949 0.669463 0.604343 0.54367 0.529218 0.502413 0.421246 0.374505 0.358584 0.352156 0.330733 0.315353 0.315813 0.294513 0.277337 0.266544 0.265817 0.316968 0.263659 0.25561 threshold=0.94052824378013633 2.9517374969145752e-05 0.99997490644454967 0.0035319819580763002 7.8085335530886379e-07 1.0000000180025095e-35 1.0000000180025095e-35 8.2700000000000014 1.0000000180025095e-35 6.0750000000000011 5.4650000000000007 2.5450000000000004 1.0000000180025095e-35 5.285000000000001 6.1150000000000011 0.2688089013099671 0.00019807765784200004 5.4143545185070261e-06 1.0000000180025095e-35 6.6750000000000007 21.500000000000004 1.0000000180025095e-35 17.500000000000004 1.0000000180025095e-35 0.13270235061645502 0.38119783996072654 6.4450000000000012 2.5750000000000006 0.99999946355819713 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 8 2 10 8 10 2 10 10 2 2 2 2 8 10 2 10 2 2 2 10 10 2 2 left_child=1 4 7 5 -1 19 10 8 26 12 23 25 -6 16 -10 -13 -7 20 21 -3 -14 -11 -23 24 -5 -8 27 -2 -4 -29 right_child=2 3 28 6 9 13 11 -9 14 18 -12 15 17 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.0088993258253998852 0.0040821637842072744 -0.0045579298724689092 0.0084365002038851392 -0.0021672317726719186 -0.0072156132629466168 -0.0029205554511561962 -0.0022781856633363939 0.0068217270645536546 0.005804422588214282 -0.0078108326662882921 0.0018255695714163508 0.0011158775592699246 -0.0095811534603296687 0.00028982915822489198 0.002751510081186289 0.0026243579570721471 -0.0010221413286587786 -0.0040021635877540316 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60293 8218 11143 255 9304 2623 676 6318 97869 232 internal_value=0 -0.00251578 0.00716619 -0.000281454 -0.00710856 -0.00194076 0.00067507 0.00408093 0.00348626 -0.00537495 -0.000596776 0.00136245 -0.00587071 -0.00113246 0.00483003 0.00166804 -0.00166541 -0.00507506 -0.00238955 -0.00419683 -0.00605876 -0.00294813 -0.00220022 -0.00120666 -0.00131229 -0.000634456 0.00198125 0.00169858 0.00954014 0.00108864 internal_weight=0 396.029 138.422 266.42 129.609 97.4208 168.999 60.1931 49.4614 65.8554 59.292 109.707 56.4768 71.7236 26.1304 95.1464 52.1735 35.4842 9.37865 25.6973 18.5115 8.67106 7.51519 47.3664 46.5314 14.5603 23.3309 21.802 78.229 17.3597 internal_count=911180 759334 151846 195254 564080 126423 68831 32936 22164 208868 30248 38583 184945 82003 11310 34313 61398 114247 23923 44420 70835 23174 19361 25025 24770 4270 10854 10178 118910 6550 is_linear=0 shrinkage=0.01 Tree=776 num_leaves=31 num_cat=0 split_feature=1 2 5 5 3 3 2 4 1 5 4 5 3 1 2 2 2 2 1 3 3 1 2 1 2 5 1 5 4 1 split_gain=6.26927 1.72429 1.20508 1.15095 1.08074 1.49578 0.965974 0.912229 0.818888 0.750023 0.618969 0.618618 0.582367 0.598818 0.590605 0.539086 0.507745 0.472416 0.401113 0.3684 0.991478 0.570454 0.363937 0.32564 0.294265 0.290885 0.8692 0.360732 0.407302 0.345788 threshold=-1.0000000180025095e-35 0.028778467908902653 2.5000000000000004 2.5000000000000004 0.51234756097560985 0.49341991341991348 0.98936170212765973 20.500000000000004 -8.4999999999999982 5.5000000000000009 29.500000000000004 3.5000000000000004 0.50155279503105599 -83.499999999999986 0.50144508670520238 0.56550343249427926 0.65858556175923211 0.36678657074340532 -74.499999999999986 0.87439320388349528 0.90943267259056748 -64.499999999999986 1.0000000180025095e-35 -65.499999999999986 0.45848997493734339 6.5000000000000009 -64.499999999999986 4.5000000000000009 27.500000000000004 -63.499999999999993 decision_type=8 2 10 10 2 2 2 8 8 10 10 10 2 10 2 2 2 2 10 2 2 10 2 10 2 10 10 10 8 10 left_child=1 7 4 8 5 6 10 22 12 11 15 17 14 -14 -3 -2 -16 -4 -5 24 21 23 -1 -21 -15 27 -27 28 -20 -29 right_child=2 3 9 18 -6 -7 -8 -9 -10 -11 -12 -13 13 19 16 -17 -18 -19 25 20 -22 -23 -24 -25 -26 26 -28 29 -30 -31 leaf_value=-0.0028860695838262944 0.0014401548155279801 0.0010295990981947466 0.0022252230369522812 -0.0032764647379315255 0.0007859117827361331 0.0044814075912710753 0.0044586689359723706 0.0011156982875772769 -0.0056748716743583076 0.0034607073080496508 0.0019500138183684867 -0.0050101642612328965 -0.0020308980577076838 -0.00078112108449469278 -0.0015837099350854279 -0.0018329051825631607 5.877680584229339e-07 -0.0035218707240753061 -0.0061312004750473112 0.0026102438012633776 -0.0015374596578944185 -0.00034752492089137606 0.0013252290103351664 0.0088621371270561876 -0.0035542014802223765 0.0062867746166399745 -0.0098318679441938058 -0.00041074386281120137 -0.00088067684139396215 0.0054672501621398431 leaf_weight=9.0530492828402185 9.8938536349596706 27.951138591568451 3.3462949009262939 28.83738727500895 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0.99997490644454967 0.0035319819580763002 7.8085335530886379e-07 1.0000000180025095e-35 1.0000000180025095e-35 8.2700000000000014 1.0000000180025095e-35 6.0750000000000011 5.4650000000000007 2.5450000000000004 1.0000000180025095e-35 5.285000000000001 6.1150000000000011 0.2688089013099671 0.00019807765784200004 5.4143545185070261e-06 6.6750000000000007 1.0000000180025095e-35 0.13270235061645502 0.99999946355819713 6.4450000000000012 2.5750000000000006 1.2894064838064881e-07 9.0500000000000025 1.0000000180025095e-35 0.61572802197802212 0.99766892194747936 0.98936170212765973 decision_type=2 2 2 2 2 2 2 8 2 10 8 10 2 10 10 2 2 2 8 2 2 2 8 10 2 10 2 2 2 2 left_child=1 4 7 5 24 18 10 8 22 12 19 27 -6 16 -10 -13 -7 -14 -3 20 -5 -4 23 -2 -1 -26 -25 -8 29 -16 right_child=2 3 21 6 9 13 11 -9 14 -11 -12 15 17 -15 28 -17 -18 -19 -20 -21 -22 -23 -24 26 25 -27 -28 -29 -30 -31 leaf_value=-0.0097059200879216542 0.0040312842815907633 -0.004525648198012623 0.0084101123698154152 -0.0021541644330897221 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151846 195254 564080 126423 68831 32936 22164 208868 30248 38583 184945 82003 11310 34313 61398 114247 44420 25025 24770 118910 10854 10178 355212 208080 6550 4270 3992 1368 is_linear=0 shrinkage=0.01 Tree=778 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 12 3 3 3 12 3 3 3 3 3 3 12 3 12 3 12 5 12 12 split_gain=537.014 0.0302091 0.00417633 0.00410827 0.00226736 0.000897526 0.000466432 0.000462452 0.000449596 0.000417764 0.000355073 0.00016078 0.000140164 0.000131966 9.69377e-05 9.54513e-05 9.27696e-05 8.60398e-05 7.47644e-05 7.34181e-05 6.67863e-05 7.51499e-05 5.83353e-05 5.77772e-05 5.76094e-05 5.44855e-05 5.00227e-05 4.94053e-05 4.62297e-05 4.19739e-05 threshold=1.0000000180025095e-35 0.00099748477805400022 0.18897357583045957 7.4335632689326312e-06 0.8784809708595277 0.00014260681928130004 0.99977076053619396 0.0089773964136838514 0.94052824378013633 9.1954279923811565e-07 0.068259380757808671 3.2062489481177188e-05 1.0000000180025095e-35 1.0000000180025095e-35 0.51739261947973392 0.036334333941340412 1.0000000180025095e-35 0.091229193341869366 0.96352549889135264 0.95030864197530873 0.36032786885245904 0.95867486338797814 0.99998754262924205 0.87439320388349528 0.99473056197166454 0.96999699969997011 5.1029428504989491e-06 1.5000000000000002 0.65440738201141369 0.99894970655441295 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 10 2 2 left_child=4 3 7 9 10 11 24 16 28 -2 -1 20 -7 -11 22 -9 -3 -13 27 -19 -5 -22 -8 26 -6 -18 -15 -14 -4 -10 right_child=1 2 8 5 6 12 14 15 29 13 -12 17 18 23 -16 -17 25 19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010005668519271926 0.010576947781697037 0.010114471233176303 0.010058849008185338 0.010301177163578765 -0.010080149595820305 0.010153992729532584 -0.010206776726058193 0.01011630309031623 0.010023134155105669 0.01031584907602456 -0.010037988326461751 0.010210978327798959 0.010229445579445969 0.010493001583103859 -0.010140430769196908 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3304 1120 266 86 45 153 26 45 33 749 180 42 173 6560 134887 internal_value=0 0.0100967 0.0100485 0.010334 -0.0100202 0.0102762 -0.0101135 0.0101195 0.0100217 0.0104934 -0.0100111 0.010328 0.0102233 0.0104513 -0.0102063 0.010098 0.0101553 0.0103003 0.0102358 0.0103107 0.0103631 0.0103779 -0.0102397 0.0104636 -0.0100923 0.0101654 0.0104761 0.0102433 0.0100495 0.0100116 internal_weight=0 264.183 219.595 44.5883 266.62 32.7274 23.7206 60.158 159.437 11.8608 242.899 16.5381 16.1893 7.88123 4.41179 37.6139 22.5441 9.251 13.7149 8.28586 7.28712 5.8828 2.92883 7.22171 19.3088 18.0798 6.04527 12.4142 42.5538 116.883 internal_count=911180 169666 167917 1749 741514 1466 3489 6818 161099 283 738025 596 870 203 303 5052 1766 364 684 311 232 179 167 180 3186 1300 147 598 11852 149247 is_linear=0 shrinkage=0.01 Tree=779 num_leaves=31 num_cat=0 split_feature=6 1 1 3 1 6 4 5 1 5 5 5 3 3 3 3 5 3 3 1 1 1 3 1 1 1 3 1 3 1 split_gain=6.67744 3.93821 1.71815 0.889086 0.855655 0.780294 0.772752 0.711174 0.536548 0.499627 0.658254 0.43656 0.410263 0.404376 0.751763 0.436648 0.366664 0.355392 0.891419 0.371482 0.444108 0.490094 0.348632 0.348596 0.324116 0.413894 0.319434 0.310659 0.306537 0.368178 threshold=1.5000000000000002 -1.0000000180025095e-35 -126.49999999999999 0.69576423128641873 -8.4999999999999982 35.500000000000007 20.500000000000004 2.5000000000000004 -34.499999999999993 2.5000000000000004 5.5000000000000009 1.5000000000000002 0.974521259331386 0.48846085567193326 0.50155279503105599 0.35743321718931476 2.5000000000000004 1.0000000180025095e-35 0.4663841807909605 -124.49999999999999 -65.499999999999986 -64.499999999999986 0.89751312944084038 -242.49999999999997 -60.499999999999993 -64.499999999999986 0.95867486338797814 -26.499999999999996 0.85037313432835837 -84.499999999999986 decision_type=2 8 8 2 10 2 8 10 10 8 10 10 2 2 2 2 10 2 2 8 8 8 2 10 10 10 2 8 2 10 left_child=1 6 11 9 5 17 24 12 -9 13 -11 23 27 15 -15 -3 -8 -4 -19 -20 -21 22 -22 -2 25 28 -6 -7 29 -1 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9.1325841274592658 0.62732335900363878 3.3577216441190094 1.4398229675280161 34.323737353784963 5.1731829833297516 19.814633538917406 13.482374310638987 5.5658685568778301 12.649761567459789 25.066782646259526 0.82715613587060943 20.446180056635058 3.5398667994159041 44.899168655072572 1.0408509792032417 16.765240772510879 6.0746047747234106 1.3721223392058171 0.19712391719804134 26.899866758329154 2.2728814854490347 3.6279211780201868 leaf_count=16323 42072 56159 18452 19390 16721 103496 123578 40236 764 5087 1667 103485 5374 29499 18570 7836 19476 45610 497 38521 2760 74064 1964 46222 10825 1590 186 51602 3431 5723 internal_value=0 0.00117357 -0.00108331 0.00273783 -0.000618037 -0.000539241 0.00016819 -0.00125494 -0.00379789 0.00312688 -6.68389e-06 -0.00242548 -0.000932445 0.00331676 0.00415563 0.0027079 0.00046267 2.29012e-06 -0.000244296 0.000329806 0.000250998 0.000763289 0.00387915 -0.00166416 -0.00155324 -0.000814314 -0.005933 -0.00112845 -0.00130076 -0.00191282 internal_weight=0 250.415 275.137 97.976 204.312 201.327 152.439 86.7179 9.75991 83.9699 4.79754 70.8252 76.958 79.1724 33.297 45.8754 130.171 114.609 95.82 70.7532 69.9261 49.4799 4.58072 36.5015 22.2679 16.1933 2.98475 71.7848 14.8212 12.5483 internal_count=911180 319154 592026 138208 400247 383340 180946 201472 41000 118818 6754 191779 160472 112064 48069 63995 143054 181868 163416 117806 117309 78788 4724 88294 37892 27067 16907 155098 25477 22046 is_linear=0 shrinkage=0.01 Tree=780 num_leaves=31 num_cat=0 split_feature=12 12 12 1 12 12 12 1 10 1 10 10 10 10 12 10 12 12 10 10 10 1 1 1 10 10 6 4 3 12 split_gain=91.9245 39.1516 10.1043 4.30825 4.02619 3.28882 1.83046 1.29763 0.951032 1.53162 0.860482 0.706794 0.704412 0.575788 0.544125 0.528093 0.478427 0.473679 0.469625 0.450531 0.439588 0.600232 1.26253 0.541379 0.632337 0.362916 0.33508 0.327677 0.300872 0.273294 threshold=0.94052824378013633 2.9517374969145752e-05 0.99997490644454967 -390.49999999999994 6.6807518805944721e-07 0.0043998162727802515 0.0089773964136838514 -348.49999999999994 8.2700000000000014 -8.4999999999999982 5.7250000000000005 2.5450000000000004 6.0450000000000008 5.1050000000000013 0.2688089013099671 5.2250000000000005 0.00010426018707220001 5.4143545185070261e-06 8.2700000000000014 3.2650000000000001 6.1150000000000011 -59.499999999999993 -53.499999999999993 -63.499999999999993 8.2000000000000011 4.9750000000000005 1.0000000180025095e-35 29.500000000000004 0.38119783996072654 0.99999946355819713 decision_type=2 2 2 10 2 2 2 10 8 8 8 10 10 8 2 10 2 2 8 10 10 10 10 10 10 10 2 10 2 2 left_child=1 4 8 6 -1 15 18 -6 9 20 13 28 17 -8 -13 16 -5 -9 25 -11 -2 23 -23 24 -22 -3 -14 -28 -7 -4 right_child=2 3 29 5 7 11 10 12 -10 19 -12 14 26 -15 -16 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0089402547155066365 0.0056698317959182586 -0.0045290379865500678 0.0083833636510402855 -0.0034067080371093621 -0.0076557484961441956 -0.0023163620549706012 -0.0016012683876059073 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1.9740949795814229 0.8545672048931009 6.0965325908910009 5.0794962107829633 2.5729148107056972 9.0229855282814224 59.273075015109498 leaf_count=342156 8357 18246 21041 23303 63104 1644 13944 87818 10772 6327 2815 26790 2351 3906 10757 27281 45678 48788 442 3033 1494 129 748 1818 258 17746 15243 4620 2702 97869 internal_value=0 -0.0024693 0.00710176 -0.000273031 -0.00703787 0.000422775 -0.0026227 -0.00536722 0.00400984 0.00342212 -0.00138287 0.00147925 -0.00452656 -0.00202647 0.00176758 -0.0011084 -0.00162723 -0.00507128 -0.00507493 0.00121296 0.0048431 0.00305232 -0.000915213 0.0046655 0.00281738 -0.00549028 -0.00190501 -0.00124904 -0.000558371 0.00952087 internal_weight=0 390.196 135.09 263.515 126.681 203.309 60.2058 67.4487 59.2987 48.7905 39.9881 120.303 49.3284 33.5331 105.39 83.006 58.3273 40.8421 20.2177 19.0985 29.6921 9.3781 2.71087 6.66723 4.69313 18.82 8.48634 7.65241 14.9132 75.7913 internal_count=911180 759334 151846 195254 564080 138155 57099 221924 32936 22164 20665 41893 158820 17850 37547 96262 68981 136606 36434 9360 12804 4447 877 3570 1752 35992 22214 19863 4346 118910 is_linear=0 shrinkage=0.01 Tree=781 num_leaves=31 num_cat=0 split_feature=11 10 6 1 10 3 10 1 10 1 10 6 1 1 3 10 10 10 3 6 1 6 1 10 6 3 10 1 10 10 split_gain=529.702 0.00680158 0.00245223 0.00100091 0.000723214 0.000625754 0.000570489 0.000471735 0.000428419 0.000363954 0.000321799 0.000343453 0.000301556 0.000291624 0.000281727 0.000358292 0.000260605 0.00025852 0.000207215 0.000203099 0.000170559 0.000159077 0.000145455 0.000127531 0.000127085 0.000118365 0.000131785 0.000125743 0.00012386 0.000114596 threshold=1.0000000180025095e-35 3.3950000000000005 32.500000000000007 -3.4999999999999996 9.7700000000000014 0.22271825396825398 2.8250000000000006 -124.49999999999999 1.0000000180025095e-35 -1.0000000180025095e-35 6.3250000000000011 1.5000000000000002 -72.499999999999986 -8.4999999999999982 0.9566262541806021 9.7700000000000014 7.5550000000000006 3.7050000000000005 0.94146202170188464 162.50000000000003 -27.499999999999996 40.500000000000007 -256.49999999999994 5.955000000000001 1.5000000000000002 0.93364779874213844 4.5950000000000006 -39.499999999999993 5.6450000000000005 4.995000000000001 decision_type=2 10 2 8 10 2 10 8 10 8 10 2 8 10 2 10 10 10 2 2 10 2 8 10 2 2 10 8 10 10 left_child=6 3 4 8 5 23 9 -6 -2 -1 11 25 24 -9 15 16 17 -4 22 -19 -21 -10 -13 -3 -12 26 27 -7 -28 -24 right_child=1 2 14 -5 7 10 -8 13 21 -11 12 18 -14 -15 -16 -17 -18 19 -20 20 -22 -23 29 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.010032476366943101 0.010041500103805022 0.010084767908389547 0.01013173160788499 0.010014962374009584 0.010478748828387383 0.010129861330592977 -0.010014095857922654 0.010049459512357101 0.010089698466315813 -0.010096504435494414 0.010046285665050217 0.010222800718322425 0.010022055670804164 0.010446090134189212 0.010130972102473171 0.01048580933632192 0.010121550125843018 0.01021670475728996 0.010097963309420366 0.010282498087475625 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0.0101418 0.0100388 0.0101187 0.0101154 -0.0100202 0.0103156 0.0100754 -0.0100558 0.0101291 0.0101371 0.0100798 0.010158 0.0102146 0.0102242 0.0102199 0.0102284 0.0101627 0.0102378 0.0102749 0.0101033 0.0101734 0.0100737 0.0101257 0.0101181 0.0101247 0.0100974 0.0101384 0.010162 internal_weight=0 260.597 145.984 114.613 110.894 109.06 262.99 1.83428 45.2644 38.3015 82.0204 70.653 11.3674 0.932789 35.0893 31.4776 30.9626 28.4826 30.0348 25.9625 9.42341 24.8317 25.7931 27.0396 6.32751 40.6182 35.3738 11.7938 23.58 20.954 internal_count=911180 169666 41554 128112 36679 36245 741514 434 23342 29767 24946 17149 7797 393 4875 4260 4236 3703 5757 2946 955 7083 4755 11299 1534 11392 9669 4863 4806 4280 is_linear=0 shrinkage=0.01 Tree=782 num_leaves=31 num_cat=0 split_feature=12 12 12 1 12 12 12 1 10 1 10 10 10 10 12 10 12 12 10 10 10 1 1 1 2 10 3 12 1 1 split_gain=89.6577 38.2755 10.0256 4.18516 4.00412 3.19028 1.78594 1.281 0.931972 1.49725 0.835331 0.687727 0.685962 0.562382 0.528742 0.512754 0.481511 0.465637 0.458309 0.437641 0.426776 0.58458 1.23497 0.53369 0.657137 0.358544 0.292099 0.276702 0.265363 0.352558 threshold=0.94052824378013633 2.9517374969145752e-05 0.99997490644454967 -390.49999999999994 6.6807518805944721e-07 0.0043998162727802515 0.0089773964136838514 -348.49999999999994 8.2700000000000014 -8.4999999999999982 5.7250000000000005 6.0450000000000008 2.5450000000000004 5.1050000000000013 0.2688089013099671 5.285000000000001 0.00042608799412840006 5.4143545185070261e-06 8.2700000000000014 3.2650000000000001 6.1150000000000011 -59.499999999999993 -54.499999999999993 -63.499999999999993 0.89596861471861489 4.9750000000000005 0.38119783996072654 0.99999946355819713 -277.49999999999994 -200.49999999999997 decision_type=2 2 2 10 2 2 2 10 8 8 8 10 10 8 2 10 2 2 8 10 10 10 8 10 2 10 2 2 10 10 left_child=1 4 8 6 -1 15 18 -6 9 20 13 17 26 -8 -14 16 -5 -9 25 -11 -2 23 -23 24 -22 -3 -7 -4 -13 -30 right_child=2 3 27 5 7 12 10 11 -10 19 -12 28 14 -15 -16 -17 -18 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119.07 33.1818 104.308 82.168 59.88 40.3279 19.9571 18.9022 29.2939 9.247 2.67162 6.57538 4.63687 18.5732 14.7622 74.357 8.39374 7.4239 internal_count=911180 759334 151846 195254 564080 138155 57099 221924 32936 22164 20665 158820 41893 17850 37547 96262 72088 136606 36434 9360 12804 4447 877 3570 1752 35992 4346 118910 22214 20822 is_linear=0 shrinkage=0.01 Tree=783 num_leaves=31 num_cat=0 split_feature=10 48 10 10 10 10 2 10 48 48 0 10 48 10 19 2 48 3 0 0 29 3 29 2 10 19 19 2 29 2 split_gain=24.6953 5.10523 2.3308 1.89378 1.5194 1.09556 0.965029 0.857859 1.28987 0.757564 0.723459 0.621705 0.67383 0.500353 0.46263 0.476866 0.441979 0.437899 0.427991 0.409682 0.397579 0.423014 0.391993 0.381351 0.37858 0.356677 0.354845 0.35115 0.347748 0.328771 threshold=2.8250000000000006 1.0000000180025095e-35 3.5950000000000002 2.8250000000000006 5.5050000000000008 9.1600000000000019 1.0000000180025095e-35 4.995000000000001 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6.285000000000001 1.0000000180025095e-35 2.5450000000000004 1.0000000180025095e-35 0.59921259842519692 1.0000000180025095e-35 0.31281565656565663 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.99938118811881205 1.0000000180025095e-35 0.12560679611650488 8.6950000000000021 1.0000000180025095e-35 1.0000000180025095e-35 0.65858556175923211 1.0000000180025095e-35 0.29041268697062544 decision_type=10 2 10 8 10 8 2 10 2 2 2 10 2 8 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 left_child=1 3 9 -1 6 11 10 19 14 -2 -4 12 -6 -3 22 -16 -7 -17 23 25 21 -13 -9 -15 -23 -8 28 -10 -5 -25 right_child=2 13 4 26 5 16 7 8 27 -11 -12 20 -14 18 15 17 -18 -19 -20 -21 -22 24 -24 29 -26 -27 -28 -29 -30 -31 leaf_value=0.0040850085039645977 0.0015895631954315065 -0.00014159287003429619 0.00073550159342306574 0.0076381236161322651 -0.00298785682807078 0.0037264633606402622 -0.0019153426349703098 -0.0060888456573730066 -0.0025969357798255811 -0.00057894675021833103 -0.0019047142007969464 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1.2310918798902992 16.24843041364511 leaf_count=43727 30851 10952 16748 53950 34549 772 169459 57957 139194 35463 28392 59975 69623 3604 6914 1225 42466 726 11564 23333 3518 8302 16259 3011 217 5131 343 20330 1108 11517 internal_value=0 0.00388601 -0.0012351 0.00561176 -0.00157625 -0.00055638 -0.00202983 -0.00233828 -0.00307948 0.000503796 -0.000653691 -0.000238588 -0.0010011 0.00149735 -0.00490122 -0.00146478 -0.00396597 0.00276102 0.00208505 -0.00171509 0.000642964 0.000793637 -0.0054063 0.00124707 -0.0026881 -0.00200728 0.00733693 -0.0022448 0.00743868 0.000649689 internal_weight=0 123.846 392.898 71.9001 328.458 101.109 227.348 185.72 84.8285 64.4403 41.6281 92.4889 49.5928 51.9459 26.654 3.41556 8.62047 1.49868 38.2351 100.892 42.8961 41.8705 23.2385 23.4956 3.22106 83.3638 33.7565 58.1745 33.4273 19.2607 internal_count=911180 139776 771404 99128 705090 219422 485668 440528 242605 66314 45140 176184 104172 40648 83081 8865 43238 1951 29696 197923 72012 68494 74216 18132 8519 174590 55401 159524 55058 14528 is_linear=0 shrinkage=0.01 Tree=784 num_leaves=31 num_cat=0 split_feature=10 48 10 10 6 10 48 4 10 48 3 10 10 6 6 48 10 10 10 3 19 3 6 3 0 6 6 10 10 19 split_gain=24.2495 5.04112 2.28632 1.88862 1.86812 1.60521 0.817024 1.17095 1.06483 0.742669 0.731581 0.657267 0.643291 0.538498 0.666356 0.516828 1.22314 0.490968 0.489698 0.750338 0.458652 0.500366 0.448681 0.505699 0.420422 0.396682 0.365475 0.362753 0.667355 0.361119 threshold=2.8250000000000006 1.0000000180025095e-35 3.5950000000000002 2.8250000000000006 53.500000000000007 5.5050000000000008 1.0000000180025095e-35 27.500000000000004 4.995000000000001 1.0000000180025095e-35 0.97385509227614497 4.5950000000000006 9.1600000000000019 17.500000000000004 3.5000000000000004 1.0000000180025095e-35 7.5550000000000006 2.5450000000000004 4.9850000000000012 0.74478940512375169 1.0000000180025095e-35 0.40078740157480325 7.5000000000000009 0.15074051531750862 1.0000000180025095e-35 421.50000000000006 16.500000000000004 8.8300000000000018 5.8550000000000013 1.0000000180025095e-35 decision_type=10 2 10 8 2 10 2 8 10 2 2 10 10 2 2 2 8 8 8 2 2 2 2 2 2 2 2 8 10 2 left_child=1 3 9 -1 5 6 8 -8 18 -2 11 -6 -7 14 -14 16 -13 -3 29 -20 -10 -22 -9 -24 -19 -18 -5 28 -17 -4 right_child=2 17 4 26 10 12 7 22 20 -11 -12 15 13 -15 -16 27 25 24 19 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0040509591205404333 0.0015740603479615187 -0.00014017736143410528 -0.0015567907160542298 0.0076021834807061383 -0.0012605283401374114 0.0003264212192077988 -0.0034378668159162507 -0.00032894261331217062 -0.0046568993954707464 -0.00057318084788537298 0.00099327504596329269 -0.0061862205897108679 -0.0046487737489001799 -0.0074573384397727338 0.0033854024476712053 -0.0036072005215771769 0.0060185971848898505 0.0012351589698052225 -0.0074778029235110467 0.0082629568637801638 0.0030361484579265303 -0.0050296466634817084 0.0029682773670017711 -0.0024360969148264941 0.0033905721648081065 -0.010003472777736539 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0.000498831 -0.00297398 -0.00322709 5.60625e-05 -0.00306254 -0.00104945 -0.00371511 -0.00529673 0.00148317 -0.00154918 0.00399526 -0.00415811 -0.000560892 -0.00070656 -0.00196546 0.0020657 0.00386512 0.00730455 -0.00311956 -0.00287868 -0.00176823 internal_weight=0 123.566 392.677 71.6479 328.246 255.392 179.094 113.211 65.8837 64.431 72.8543 68.4849 76.297 6.0867 4.17452 54.8687 15.009 51.9184 40.3214 1.53244 25.5623 3.11283 94.3834 21.7785 38.2076 1.32822 33.5681 39.8597 37.4706 38.7889 internal_count=911180 139776 771404 99128 705090 472783 335891 209042 126849 66314 232307 226697 136892 25558 13133 198524 57578 40648 61859 2494 64990 6438 160747 55585 29696 1680 55401 140946 123223 59365 is_linear=0 shrinkage=0.01 Tree=785 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 48 48 48 29 12 12 12 48 12 5 29 12 2 5 12 12 4 6 4 12 5 2 48 12 6 split_gain=87.5018 37.6546 10.034 4.02799 3.79584 1.54707 1.30069 0.8248 0.72253 0.72049 0.63293 0.549445 0.46921 0.398376 0.327188 0.299821 0.284106 0.255161 0.252696 0.223379 0.220778 0.211241 0.20825 0.207536 0.203023 0.191305 0.189377 0.188132 0.183521 0.180861 threshold=0.94052824378013633 2.9517374969145752e-05 0.99997490644454967 6.6807518805944721e-07 0.0013712961226701001 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.068259380757808671 0.99894970655441295 0.13270235061645502 1.0000000180025095e-35 4.0456557144352709e-06 6.5000000000000009 1.0000000180025095e-35 0.99999946355819713 0.92365967365967383 3.5000000000000004 2.3838758522742867e-07 0.00017857718921725002 21.500000000000004 73.500000000000014 22.500000000000004 9.6955882327165472e-06 2.5000000000000004 0.68208556149732635 1.0000000180025095e-35 0.3781151175498963 358.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 8 2 2 10 2 10 2 10 2 2 2 2 left_child=1 3 10 14 6 8 15 24 11 26 12 -6 -2 21 19 -3 -4 -14 -19 -1 -8 -9 -16 -23 -5 28 -7 -12 -11 -26 right_child=2 4 16 7 5 9 20 13 -10 25 27 -13 17 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11.24252745413105 28.614564920018893 16.819557788025126 22.556528596862336 1.0723794393052219 3.4870441899838616 57.140935584378894 1.9119252769742154 0.52354596339864645 19.51232233398332 31.100678515387699 0.26778894178278534 0.55006107821827743 16.459987298745546 6.1951564172777571 6.9337842277600421 8.0934255254978762 10.623983578698244 28.06876257865224 0.34827621054137115 leaf_count=227948 8514 33162 21041 60944 21336 28165 39738 18505 3540 7356 9701 11248 6721 59272 7301 5382 97869 1005 138 104543 31531 451 2364 64176 17870 2112 3837 6857 7847 706 internal_value=0 -0.00241748 0.00703298 -0.00696121 -0.000260535 0.000501189 -0.00217325 -0.00527923 -0.000775565 0.0011515 0.00393837 -0.00119949 0.00313145 -0.00447047 -0.00889754 -0.0043489 0.00949852 0.0042036 0.00117842 -0.00902609 -0.00136758 -0.005467 -0.00447065 -0.00496746 -0.0068201 0.00192447 0.000396448 0.00528343 0.00212501 -0.00533298 internal_weight=0 384.209 131.51 123.677 260.532 186.328 74.2038 66.1853 62.8789 123.449 58.3155 54.3748 36.4489 43.4038 57.4914 20.0528 73.1941 19.255 2.43547 55.8689 54.151 20.8473 1.62244 16.7278 22.7815 61.0012 62.448 21.8665 54.0674 6.54343 internal_count=911180 759334 151846 564080 195254 85441 109813 221924 36124 49317 32936 32584 16378 142404 342156 38544 118910 7864 1143 332491 71269 83132 9665 64627 79520 17315 32002 16558 15203 18576 is_linear=0 shrinkage=0.01 Tree=786 num_leaves=31 num_cat=0 split_feature=6 1 1 2 2 1 4 3 2 6 6 1 1 1 1 3 1 2 3 1 1 2 1 4 2 3 3 3 1 3 split_gain=5.9691 3.5422 1.57186 1.06356 1.03607 0.913756 0.727295 0.695486 0.682493 0.501572 0.403704 0.355258 0.375471 0.308358 0.39089 0.289572 0.35816 0.284959 0.284015 0.279478 0.530408 0.510648 0.305379 0.332222 0.306636 0.737658 0.276683 0.26513 0.255529 0.596658 threshold=1.5000000000000002 -1.0000000180025095e-35 -126.49999999999999 0.48581488933601619 0.040202020202020204 -8.4999999999999982 20.500000000000004 0.48846085567193326 0.62532051282051293 31.500000000000004 178.50000000000003 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6286 103849 43463 700 is_linear=0 shrinkage=0.01 Tree=787 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 2 2 0 6 12 6 6 6 6 6 12 12 1 12 12 12 2 2 2 split_gain=519.994 0.0297028 0.00422753 0.00395118 0.00225808 0.000891987 0.000488968 0.000449719 0.000444096 0.000423061 0.000341083 0.000208773 0.000196357 0.000143942 0.000132669 0.000123874 0.000116996 0.000104312 0.000102124 9.98365e-05 9.81767e-05 7.05041e-05 6.438e-05 6.10766e-05 5.63271e-05 5.34799e-05 5.08841e-05 4.57537e-05 4.56979e-05 4.51926e-05 threshold=1.0000000180025095e-35 0.00099748477805400022 7.4335632689326312e-06 0.18897357583045957 0.8784809708595277 0.00014260681928130004 0.99977076053619396 9.1954279923811565e-07 0.0089773964136838514 0.94052824378013633 0.068259380757808671 0.051836094939543158 0.034723896792862259 1.0000000180025095e-35 3.5000000000000004 5.4114738304633654e-05 1.5000000000000002 1.5000000000000002 7.5000000000000009 2.5000000000000004 19.500000000000004 0.99998754262924205 3.0852839927320024e-06 -375.49999999999994 0.99473056197166454 0.036334333941340412 2.7249308004684284e-05 0.040202020202020204 0.66522988505747138 0.034723896792862259 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=4 2 7 8 10 11 24 16 19 -5 -1 -4 -9 15 -7 28 -2 21 25 -3 22 -8 -14 -20 -6 -10 -15 -16 -13 -21 right_child=1 3 5 9 6 14 17 12 18 -11 -12 13 20 26 27 -17 -18 -19 23 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010005588117575499 0.01048181403107927 0.010131955462203858 0.010245864072079208 0.010048613087787895 -0.010079832058452731 0.010190008509927529 -0.010209381517198217 0.010330010010936148 0.010101377512495662 0.010011197393781097 -0.010037607887306932 0.010393795527618351 0.010471618391991247 0.010328261142612987 0.010168329389760323 0.010314696473527245 0.010610545190763076 -0.010149152960518373 0.010164389690792702 0.010124306221193995 0.010511168163981404 -0.0103165483810183 0.010384544345132004 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0.000103127 0.000102807 0.000119501 9.90758e-05 9.03205e-05 8.52069e-05 7.83532e-05 7.71882e-05 7.84909e-05 7.69878e-05 threshold=1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 5.5000000000000009 1.5000000000000002 0.22271825396825398 2.5000000000000004 158.50000000000003 0.90501253132832093 15.500000000000002 1.0000000180025095e-35 3.5000000000000004 16.500000000000004 1813.0000000000002 29.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 0.56012048192771091 0.43775826446280997 0.26365441906653431 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 1.5000000000000002 decision_type=2 2 2 10 2 10 10 2 10 2 2 2 2 2 2 2 10 2 2 8 2 2 2 2 2 10 2 10 10 10 left_child=13 2 20 4 6 8 -3 -4 9 26 12 -10 24 17 -13 16 -8 -1 21 29 23 -18 -23 -2 27 -25 -6 -9 -29 -12 right_child=1 3 7 -5 5 -7 15 10 11 -11 19 14 -14 -15 -16 -17 18 -19 -20 -21 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4.8045048785861582 0.10806958592729632 1.073305198573508 78.580659475388529 0.36733565502800036 11.8000328479975 34.81885861128103 1.984596750000492 0.10956033610273141 34.654367238399573 10.864358848833943 1.194099610147531 32.70570325589506 2.4636362747405651 0.43472924607340235 0.035334164975211024 leaf_count=84535 17960 14410 14869 43 589 2072 985 5056 312 1319 5 26 7178 488191 421 7 422 168788 130 7451 50367 436 3 36424 1979 500 6007 466 165 64 internal_value=0 0.0100965 0.0100694 0.0101553 0.0101525 0.0101737 0.010111 0.0100954 0.0101792 0.0101684 0.01011 0.0102499 0.0101203 -0.0100202 0.0102814 0.0101882 0.0101819 -0.0100287 0.0102237 0.0100675 0.0100414 0.010243 0.0102837 0.0100508 0.0101353 0.0100593 0.0101529 0.010124 0.0101722 0.0103883 internal_weight=0 253.267 173.232 80.0355 79.3889 52.4581 26.9308 89.8286 50.678 43.9665 61.0786 6.71156 49.1739 255.575 5.31972 5.85838 5.75031 128.352 3.5348 11.9047 83.4033 3.16746 2.09416 48.5845 33.6358 35.8485 34.533 22.7714 2.89837 0.10465 internal_count=911180 169666 142484 27182 27139 10746 16393 37233 8674 7915 22364 759 14844 741514 447 1983 1976 253323 991 7520 105251 861 439 54884 7666 36924 6596 5687 631 69 is_linear=0 shrinkage=0.01 Tree=789 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 48 48 48 12 12 48 12 12 12 12 2 12 4 6 4 12 2 48 6 2 2 2 4 6 4 split_gain=84.2498 36.3996 9.86796 3.97082 3.63797 1.4752 1.41486 0.809934 0.617091 0.611864 0.459027 0.387329 0.38649 0.285321 0.281897 0.246687 0.232544 0.206515 0.205257 0.20043 0.199076 0.19559 0.185988 0.175779 0.220694 0.173213 0.167583 0.14931 0.147388 0.297067 threshold=0.94052824378013633 2.9517374969145752e-05 0.99997490644454967 6.6807518805944721e-07 0.0019640936516224501 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.068259380757808671 0.99894970655441295 1.0000000180025095e-35 4.0456557144352709e-06 0.13270235061645502 0.99999946355819713 0.00017857718921725002 0.92365967365967383 1.2894064838064881e-07 21.500000000000004 26.500000000000004 22.500000000000004 9.6955882327165472e-06 0.68208556149732635 1.0000000180025095e-35 358.50000000000006 0.25092592592592594 0.88478556841388711 0.58847248576850109 18.500000000000004 15.500000000000002 26.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 10 2 2 2 2 2 2 2 8 2 8 left_child=1 3 9 16 5 -3 12 20 21 10 25 17 -6 -4 -7 -12 -1 -9 -17 -19 -5 -8 -11 -22 -25 -2 -21 -14 29 -13 right_child=2 4 13 7 6 14 8 11 -10 22 15 28 27 -15 -16 18 -18 19 -20 26 23 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0096797615927626899 0.0016361602527938911 -0.0042666025470423988 0.0082937588478698109 -0.007385417925222848 -0.0015370783990503478 -0.0020806954363229392 0.00066841973091717689 -0.0074565048051328103 0.001909255900974109 0.0043338376794800739 0.0046084841808915165 -0.007698471432400553 0.0030513018967278068 0.0098244266745348714 -0.00066134213362556904 0.0028458156973233057 -0.0083585409332903333 0.00374283696295204 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52552 17870 3300 6857 160 546 753 11624 11615 29111 23339 internal_value=0 -0.00239427 0.00699879 -0.00692451 -0.000256145 -0.00201178 0.000555529 -0.00523752 0.00120618 0.00390184 0.00310042 -0.00442744 -0.000690037 0.00948775 -0.00120121 0.00417294 -0.008878 -0.00542244 0.00116615 -0.00492364 -0.00678389 0.000440817 0.00524026 -0.00529493 0.00168214 0.00190085 -0.00506512 7.16473e-05 -0.00350997 -0.00424869 internal_weight=0 375.788 128.02 120.492 255.296 80.7139 174.582 64.656 114.678 57.0427 35.6787 42.4292 59.9044 70.9769 59.3711 18.8368 55.8356 20.3545 2.38336 16.346 22.2269 54.9071 21.364 6.39572 0.341797 16.8419 16.0834 31.5414 22.0747 12.1468 internal_count=911180 759334 151846 564080 195254 116534 78720 221924 44893 32936 16378 142404 33827 118910 75693 7864 342156 83132 1143 64627 79520 27578 16558 18576 706 8514 64176 12225 59272 30161 is_linear=0 shrinkage=0.01 Tree=790 num_leaves=31 num_cat=0 split_feature=12 12 12 1 12 12 12 1 10 10 1 10 10 12 10 12 12 10 10 10 10 10 1 1 1 2 10 6 12 3 split_gain=82.9896 37.3454 8.10237 4.10089 3.98536 3.29601 1.82087 1.26398 0.860924 0.847967 1.2158 0.671543 0.634472 0.63264 0.5696 0.476398 0.451095 0.44746 0.410545 0.403946 0.392067 0.380558 0.480896 1.0512 0.489618 0.574228 0.357345 0.325943 0.291493 0.281635 threshold=0.97252115607261669 2.9517374969145752e-05 0.99997490644454967 -4.4999999999999991 6.6807518805944721e-07 0.011652591172605703 0.0089773964136838514 -348.49999999999994 5.7250000000000005 8.615000000000002 -385.49999999999994 6.0450000000000008 2.5450000000000004 0.00032736793218645006 5.1050000000000013 0.65440738201141369 5.4143545185070261e-06 3.9350000000000005 5.705000000000001 8.2700000000000014 3.2650000000000001 6.1150000000000011 -59.499999999999993 -54.499999999999993 -63.499999999999993 0.89596861471861489 4.9750000000000005 1.0000000180025095e-35 0.99999946355819713 0.38913470993117016 decision_type=2 2 2 8 2 2 2 10 8 8 10 10 10 2 8 2 2 10 10 8 8 10 10 8 10 2 10 2 2 2 left_child=1 4 9 5 -1 13 19 -6 14 10 20 16 29 18 -8 -14 -9 -15 -3 26 -2 -12 24 -24 25 -23 -5 -13 -4 -7 right_child=2 3 28 6 7 12 8 11 -10 -11 21 27 15 17 -16 -17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0088600729683012119 0.0029824468977449697 -0.0023538604437185803 0.0082679234316915904 -0.0043997721929975352 -0.0075288800429998042 -0.0022767956075985668 -0.0014867422290413765 -0.0058995853848934077 0.0019710431820029952 0.0070550160615220183 0.0059090897337288322 -0.0078421405381063816 0.0016156656419340052 -0.0012989952275559451 -0.0058841402635678918 0.0032568617901306217 -0.003745880465494423 0.00045331396358762744 0.00051148176005345175 0.00029478618999219982 -0.00016178575478584649 0.0045913470055927918 -0.010079933184794299 0.0041189521184625873 0.0090901668735337733 -0.005054883382902612 -0.0074241462857823079 -0.001098985979088045 0.0098208698572710106 0.00082140392739988373 leaf_weight=55.391263546654955 7.851186523272184 29.354661256977124 15.504531789047176 12.269239329107227 17.140450706712727 4.7714099476579559 31.809784835786559 21.039730541888275 6.8971533593430641 8.2880662809184269 15.313038218591833 0.79388144033145902 68.743421933701029 23.08531619454152 3.2462408543506163 23.813723956234753 18.084085950365989 39.517711672364385 6.0271209474885827 1.3571555988455646 8.0136960961972363 3.5084871447179466 0.77847789833322167 1.5789557754760593 1.8212303142063317 0.74883424391737197 5.7319063814065876 7.3856737186433747 54.833934088499518 7.6194309847778641 leaf_count=342156 5854 50732 21041 18228 63104 1337 14736 87818 3283 9742 6950 2351 23654 15081 3987 7085 48788 32992 7046 446 2608 1568 106 716 1795 235 17669 19863 97869 2340 internal_value=0 -0.00226264 0.00731831 -0.000162744 -0.00689304 0.000522004 -0.00242917 -0.00520232 -0.00125854 0.00414624 0.00353766 -0.00435929 0.00175344 -0.000796938 -0.00189395 0.00203792 -0.00490408 -0.000192863 -0.00186576 -0.00496615 0.00139423 0.00496953 0.00326403 -0.000569841 0.00475092 0.00289464 -0.00536279 -0.00175345 0.00947856 -0.000371637 internal_weight=0 384.079 118.24 264.244 119.835 202.933 61.3115 64.4438 41.9532 47.902 39.6139 47.3034 104.948 97.9848 35.056 92.5571 39.1238 62.603 35.3818 19.3583 15.8649 23.749 8.43599 2.35743 6.07855 4.25732 18.0011 8.17956 70.3385 12.3908 internal_count=911180 762696 148484 198616 564080 140267 58349 221924 22006 29574 19832 158820 34416 105851 18723 30739 136606 48073 57778 36343 8462 11370 4420 822 3598 1803 35897 22214 118910 3677 is_linear=0 shrinkage=0.01 Tree=791 num_leaves=31 num_cat=0 split_feature=10 1 10 1 10 10 10 1 10 2 10 1 1 2 2 10 10 4 2 1 2 2 2 4 1 1 1 10 1 10 split_gain=22.1918 5.73867 2.04379 2.35415 2.11317 1.84414 1.25243 1.11171 1.06834 1.15255 0.717416 0.567922 0.771658 0.551749 0.479167 0.522479 0.46441 0.463075 0.45022 0.415484 0.396783 0.478484 0.348868 0.322626 0.321429 0.708139 0.642806 0.33556 0.338767 0.31409 threshold=2.8250000000000006 -1.0000000180025095e-35 3.5950000000000002 -8.4999999999999982 4.995000000000001 2.8250000000000006 5.4650000000000007 -19.499999999999996 5.5950000000000006 1.0000000180025095e-35 9.1600000000000019 -120.49999999999999 -265.49999999999994 0.49844720496894418 0.57719393282773568 4.9850000000000012 2.5450000000000004 25.500000000000004 0.46186166774402071 -111.49999999999999 0.50144508670520238 0.62470657276995312 0.2573593073593074 23.500000000000004 -60.499999999999993 -55.499999999999993 -61.499999999999993 5.6550000000000011 -59.499999999999993 2.5750000000000006 decision_type=10 8 10 8 10 8 10 8 10 2 8 10 10 2 2 8 8 10 2 10 2 2 2 8 10 10 10 10 10 8 left_child=1 16 7 8 14 -3 -6 -2 9 17 11 12 -10 18 15 -5 -1 -4 19 -11 -15 -22 -17 -21 26 27 -13 -26 -29 -18 right_child=2 5 3 4 6 -7 -8 -9 10 13 -12 24 -14 20 -16 22 29 -19 -20 23 21 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.00015726404113034216 -0.0007505344674990955 0.0041927936845894366 -0.0030509050096660072 -0.0011934062391976633 -0.0068125490270161491 0.0075741368055174067 -0.002818503429231789 0.0019242902571952887 0.00073568246194095194 -0.0032075872249071723 -0.0036119243265377451 0.0010231930440473785 -0.0023935106945710835 0.00028218107210484575 -0.0036696407712231635 0.0078250637147696551 0.0057218139714770664 0.00064979638391769289 -0.0058145731873347831 -0.0039955945995925508 -0.0029212676291925383 -0.00083012294316583675 -0.0064465916497605238 -0.0013932381868667898 0.0050541545622565624 0.00093042350435329057 0.0058155020177413788 0.00040407917920983551 -0.0081364889403788138 0.0017169883085148697 leaf_weight=14.658375798841005 34.146117986281752 34.622877442190656 3.837652177331619 27.2559871827325 17.679404855785837 30.196590165549424 14.12266975201055 28.513201759022195 15.842969608303974 28.988539714533545 5.3514655760081942 24.750409416345065 15.680318947590422 14.404373107703575 8.0378119355082145 1.0307735450769531 2.0655471165518966 28.434713912531151 3.7472675295648505 5.3724135814045431 17.53860408829496 29.09235839889152 0.20541596174007271 42.061489866442571 0.30763570010458297 9.442536149217629 3.1557923441287157 0.61778828559909071 1.8710369568070742 37.728641741428874 leaf_count=12108 39394 41858 7180 39665 56702 53671 44918 26920 25827 90121 27004 38057 44300 24071 15376 1397 985 25079 13724 17644 51044 60749 574 100124 372 14923 2942 795 2502 31154 internal_value=0 0.00375757 -0.00118442 -0.0015089 -0.00315413 0.00576802 -0.00503887 0.000466648 -0.0010601 -0.00149525 -7.99972e-05 0.000183731 -0.000820841 -0.00188492 -0.00151332 -0.000905014 0.00136436 0.000209729 -0.00243034 -0.0022644 -0.00116851 -0.00161663 0.00545356 -0.00168798 0.000972553 -0.000378596 0.00156513 -0.00479864 -0.00601651 0.00192486 internal_weight=0 119.272 381.489 318.829 68.3321 64.8195 31.8021 62.6593 250.497 173.477 77.02 71.6685 31.5233 141.205 36.53 28.4922 54.4526 32.2724 80.1697 76.4224 61.0353 46.631 1.23619 47.4339 40.1452 12.239 27.9062 2.79646 2.48883 39.7942 internal_count=911180 139776 771404 705090 158632 95529 101620 66314 546458 389736 156722 129718 70127 357477 57012 41636 44247 32259 221613 207889 135864 111793 1971 117768 59591 18592 40999 3669 3297 32139 is_linear=0 shrinkage=0.01 Tree=792 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 10 12 12 10 12 12 12 10 10 10 2 10 1 2 10 2 10 12 1 0 2 2 10 12 split_gain=506.134 0.0286819 0.00420814 0.00372092 0.00219273 0.000866919 0.000571238 0.000463633 0.000422043 0.000401397 0.000397754 0.000324182 0.000309384 0.000289042 0.000214296 0.000207821 0.000201382 0.000196217 0.000224511 0.000169493 0.000155694 0.000145768 0.000127601 0.000115203 0.000103287 9.50646e-05 8.21547e-05 8.21099e-05 7.70963e-05 7.22889e-05 threshold=1.0000000180025095e-35 0.00099748477805400022 7.4335632689326312e-06 0.18897357583045957 0.8784809708595277 0.00014260681928130004 3.1750000000000003 9.1954279923811565e-07 0.0089773964136838514 3.3550000000000004 0.94052824378013633 0.068259380757808671 0.99951267242431652 3.0250000000000004 3.1450000000000005 3.1750000000000003 0.051836094939543158 3.2950000000000004 -390.49999999999994 0.034723896792862259 5.8150000000000004 0.040202020202020204 2.2250000000000005 0.99951267242431652 -390.49999999999994 1.0000000180025095e-35 0.17677696078431374 0.028778467908902653 6.1150000000000011 3.2062489481177188e-05 decision_type=2 2 2 2 2 2 10 2 2 10 2 2 2 10 10 10 2 10 10 2 8 2 10 2 10 2 2 2 10 2 left_child=4 2 7 8 11 9 12 26 15 -4 -5 -1 -6 -7 -9 -3 -11 -10 -19 -16 25 -15 -13 -8 -17 29 -2 -26 -21 -18 right_child=1 3 5 10 6 13 23 14 17 16 -12 22 -14 21 19 24 20 18 -20 28 -22 -23 -24 -25 27 -27 -28 -29 -30 -31 leaf_value=-0.010005491685784507 0.010491723928715606 0.010098348858957849 0.010228794015540004 0.010047657105791733 -0.010142913579347504 0.010138071006083929 -0.010063763061847702 0.010307379816240315 0.010057820275632331 0.010256742923983255 0.010010886949691209 -0.010079912178218691 -0.01028282350283531 0.010168572084875583 0.010339333010542269 0.010259623021567283 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427 16765 340 280 48 60 754 40 110 internal_value=0 0.0100971 0.0103299 0.0100477 -0.0100203 0.0102703 -0.0101131 0.0104915 0.0101156 0.0103217 0.010021 -0.0100109 -0.010184 0.0102173 0.0104466 0.0101504 0.0103484 0.0100947 0.0101094 0.0104664 0.0103659 0.0102406 -0.010037 -0.0100783 0.0101688 0.0103872 0.0105792 0.0101617 0.0104859 0.0104027 internal_weight=0 248.99 43.6399 205.35 251.26 31.8679 23.1419 11.772 57.8271 16.1664 147.523 228.118 7.61635 15.7015 7.78433 21.7473 12.553 36.0798 25.7615 6.81621 10.5403 12.144 39.3897 15.5255 16.0832 8.05681 3.98771 14.9219 5.90623 6.69925 internal_count=911180 169666 1749 167917 741514 1466 3489 283 6818 596 161099 738025 551 870 203 1766 410 5052 2827 167 325 572 17675 2938 1089 233 80 1034 138 185 is_linear=0 shrinkage=0.01 Tree=793 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 12 12 12 12 12 12 3 3 3 0 12 3 1 0 3 3 3 3 0 3 3 0 12 12 split_gain=501.068 0.0278222 0.00407952 0.00361045 0.00212785 0.000840636 0.000474712 0.000449292 0.000409436 0.000386003 0.000314599 0.000156198 0.000128448 0.000127105 9.94897e-05 9.38577e-05 8.40883e-05 8.21859e-05 7.41513e-05 7.15669e-05 6.38335e-05 6.35467e-05 6.32394e-05 7.39611e-05 6.59572e-05 6.17383e-05 5.93959e-05 5.51579e-05 5.27614e-05 5.1061e-05 threshold=1.0000000180025095e-35 0.00099748477805400022 7.4335632689326312e-06 0.18897357583045957 0.8784809708595277 0.00014260681928130004 0.99977076053619396 9.1954279923811565e-07 0.0089773964136838514 0.94052824378013633 0.068259380757808671 3.2062489481177188e-05 1.0000000180025095e-35 1.0000000180025095e-35 0.51739261947973392 1.0000000180025095e-35 0.036334333941340412 1.0000000180025095e-35 -22.499999999999996 1.0000000180025095e-35 0.95030864197530873 0.96352549889135264 0.36032786885245904 0.95867486338797814 1.0000000180025095e-35 0.091229193341869366 0.87439320388349528 1.0000000180025095e-35 0.99473056197166454 5.1029428504989491e-06 decision_type=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 2 2 left_child=4 2 7 8 10 11 28 -2 17 -5 -1 22 -7 -9 18 20 -10 -3 -8 21 25 -14 -4 24 -24 -13 29 -19 -6 -15 right_child=1 3 5 9 6 12 14 13 16 -11 -12 15 19 26 -16 -17 -18 27 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.01000543710406822 0.010573121166537677 0.010109565096870525 0.010292205297582787 0.010047182517932423 -0.010078061442534128 0.010147257286331283 -0.010160443374558667 0.010307240640702306 0.01011130576945376 0.010010778697771023 -0.010036662873279709 0.010203213174354291 0.010244729102621341 0.010484145695886396 -0.0101385124003407 0.010228061383544309 0.010080335266648161 0.010166577769080589 -0.010272278489129384 0.010174948707768224 0.010212814254609334 0.010155816120320453 0.01039781024797678 0.010267136340984832 0.010304300589490301 0.010325471486941504 0.010388250380221743 0.010118499487510977 -0.010113825732856714 0.01041683302226187 leaf_weight=186.85170713790285 3.9502884075045568 4.2566319468896863 1.3622970711439908 40.181002108380198 12.392191898252355 2.363756443373858 0.8329392746090889 0.64193357061594714 15.43951173708774 105.87713978486136 38.999193511845078 0.44390523713081886 10.132728546392169 4.410261214710772 1.4489127146080134 1.8937616250477729 20.284630584530532 14.41805895115249 2.0570545881055291 2.1789925554767242 0.64810746815055598 0.87308973353356201 4.1545722587034106 0.64483275078237046 0.92164390999823798 5.9415177097544074 1.1443602275103328 2.8594609680585554 6.1830603058915576 1.5137191750109193 leaf_count=720350 80 466 53 11852 2437 186 64 23 1748 149247 17675 24 478 105 136 97 3304 1021 103 147 33 59 119 26 34 210 33 279 749 42 internal_value=0 0.0100962 0.0103266 0.0100472 -0.0100201 0.0102675 -0.010112 0.0104864 0.0101145 0.0100208 -0.0100108 0.0103184 0.0102151 0.010442 -0.0102061 0.0102905 0.0100937 0.0101489 -0.01024 0.0102273 0.0103074 0.0102377 0.0103534 0.010368 0.0103808 0.010317 0.0104542 0.0101586 -0.01009 0.0104669 internal_weight=0 246.536 43.2198 203.316 248.765 31.5592 22.9142 11.6606 57.2583 146.058 225.851 16.0106 15.5486 7.71027 4.33891 8.92729 35.7241 21.5342 2.88999 13.1848 7.03353 11.0058 7.08335 5.72105 5.07622 6.38542 7.06834 17.2775 18.5753 5.92398 internal_count=911180 169666 1749 167917 741514 1466 3489 283 6818 161099 738025 596 870 203 303 364 5052 1766 167 684 267 537 232 179 153 234 180 1300 3186 147 is_linear=0 shrinkage=0.01 Tree=794 num_leaves=31 num_cat=0 split_feature=6 48 6 4 4 29 0 6 6 0 0 8 19 4 4 4 4 6 29 6 4 4 39 28 6 41 48 4 6 4 split_gain=5.35039 2.47002 0.721293 0.692928 0.330466 0.329406 0.318169 0.988098 0.565114 0.26188 0.229449 0.224039 0.164057 0.163896 0.163508 0.248489 0.159744 0.159132 0.1494 0.142957 0.116498 0.115481 0.115213 0.0965211 0.086999 0.0856152 0.0880199 0.311649 0.328641 0.137709 threshold=1.5000000000000002 1.0000000180025095e-35 53.500000000000007 23.500000000000004 29.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 42.000000000000007 10.500000000000002 28.500000000000004 29.500000000000004 73.500000000000014 1.0000000180025095e-35 659.50000000000011 5.5000000000000009 20.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 353.50000000000006 1.0000000180025095e-35 1.0000000180025095e-35 24.500000000000004 5.5000000000000009 17.500000000000004 decision_type=2 2 2 8 8 2 2 2 2 2 2 2 2 10 8 10 8 2 2 2 8 8 2 2 2 2 2 10 2 10 left_child=1 5 4 -3 23 6 8 11 20 -6 14 16 -9 -5 -4 17 -8 -16 21 -17 -1 -19 -10 25 -20 26 27 28 -2 -28 right_child=2 3 10 13 9 -7 7 12 22 -11 -12 -13 -14 -15 15 19 -18 18 24 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=0.0053177639498501253 0.0034757892237010498 -0.001568613012204897 -0.0035340360456677391 0.000454874275132049 -0.00042716509001391431 0.00013369161339170092 0.00079795261055084002 0.0052707607361976343 -0.0010652791887231295 0.0010868084803580572 0.00078686088592879822 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5.0052077655200264 31.737935413169907 leaf_count=2188 5521 35658 20791 124337 148354 10226 14814 23445 9825 18399 5132 848 363 178 12746 159820 27625 18832 2241 6935 69467 32222 180 608 1413 353 40590 35510 12889 69670 internal_value=0 0.00108901 -0.00100247 0.000157751 -0.000601587 0.00222564 0.00237547 0.00301083 0.00186482 -0.000209735 -0.00170244 0.00194597 0.00513434 0.000470685 -0.00180091 -0.00169614 0.00185044 -0.000832791 -0.000497186 -0.00203511 0.00224918 -0.00031501 -0.000839471 -0.00111758 -0.00450338 -0.00110219 -0.00108731 -0.000614111 0.000983646 -0.00135192 internal_weight=0 233.353 257.048 128.263 163.442 105.089 98.0654 43.6971 54.3683 92.8956 93.6059 29.103 14.5941 108.581 90.044 84.9108 28.762 23.9389 20.4705 60.9719 47.6026 19.5801 6.76571 70.5467 0.890377 70.4248 70.2967 25.2115 8.22518 45.0852 internal_count=911180 319154 592026 160173 331894 158981 148755 67095 81660 166753 260132 43287 23808 124515 255000 234209 42439 67454 54708 166755 71655 51054 10005 165141 3654 164533 164180 53920 18410 110260 is_linear=0 shrinkage=0.01 Tree=795 num_leaves=31 num_cat=0 split_feature=11 10 6 1 10 3 10 1 10 1 10 6 1 3 10 1 10 10 6 3 1 6 1 6 10 3 10 10 1 10 split_gain=495.903 0.00607525 0.00225664 0.000882067 0.000680811 0.000573568 0.000539161 0.000420908 0.000378697 0.000354303 0.000287226 0.000316728 0.000267258 0.000266646 0.000362382 0.000264896 0.000242022 0.000235433 0.000194303 0.000193528 0.000155448 0.000147893 0.000133376 0.000113078 0.000111255 0.000108204 0.000118309 0.00011543 0.000106921 0.000105549 threshold=1.0000000180025095e-35 3.3950000000000005 32.500000000000007 -3.4999999999999996 9.7700000000000014 0.22271825396825398 2.8250000000000006 -124.49999999999999 1.0000000180025095e-35 -1.0000000180025095e-35 6.3250000000000011 1.5000000000000002 -8.4999999999999982 0.9566262541806021 9.7700000000000014 -72.499999999999986 7.5550000000000006 3.7050000000000005 162.50000000000003 0.94146202170188464 -27.499999999999996 40.500000000000007 -256.49999999999994 1.5000000000000002 5.955000000000001 0.93364779874213844 4.5950000000000006 5.6450000000000005 -39.499999999999993 2.8250000000000006 decision_type=2 10 2 8 8 2 10 8 10 8 10 2 10 2 10 8 10 10 2 2 10 2 8 2 10 2 10 8 8 8 left_child=6 3 4 8 5 24 9 -6 -2 -1 11 25 -9 14 16 23 17 -4 -19 22 -20 -10 -13 -12 -3 26 28 -28 -7 -11 right_child=1 2 13 -5 7 10 -8 12 21 29 15 19 -14 -15 -16 -17 -18 18 20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.010031612527118353 0.010040154005550155 0.010082102091013342 0.010128630204796452 0.010014385610506289 0.010466772662728344 0.010125442288679808 -0.010013785057085669 0.010048364658274887 0.01008666183070408 -0.010079200702351576 0.010044335052276806 0.010217827593864122 0.010434988581807018 0.010126601667300351 0.010484803575868919 0.010021249746635968 0.010117695674247949 0.010211484023790933 0.010276841462824801 0.010094704785548931 0.010035624738757338 0.010146708534741316 0.010158315832593221 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-0.0100554 0.0101262 0.0101338 0.0101573 0.0102102 0.0102197 0.0100779 0.0102151 0.0102235 0.0102326 0.010159 0.0102695 0.0101002 0.0101695 0.0101219 0.0100715 0.0101151 0.0101215 0.0101348 0.0100949 -0.0100961 internal_weight=0 244.029 138.543 105.487 104.954 103.197 246.216 1.75762 42.4644 36.6178 77.7139 67.0788 0.883655 33.5885 30.1611 10.6351 29.6542 27.3075 24.9214 28.6135 9.07226 23.4704 24.594 5.98815 25.4827 38.4653 33.5158 22.4013 11.1145 13.4936 internal_count=911180 169666 41554 128112 36679 36245 741514 434 23342 29767 24946 17149 393 4875 4260 7797 4236 3703 2946 5757 955 7083 4755 1534 11299 11392 9669 4806 4863 5635 is_linear=0 shrinkage=0.01 Tree=796 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 5 10 10 0 2 2 2 2 5 5 29 4 4 10 10 10 5 5 5 10 10 2 5 5 2 split_gain=21.0507 1.9317 1.36512 1.36478 0.915869 0.901483 0.635698 0.569079 0.507749 0.487018 0.414763 0.47842 0.365033 0.363411 0.356939 0.356302 0.352943 0.304068 0.293748 0.453548 0.331522 0.298133 0.291999 0.274796 0.260743 0.248206 0.335562 0.241247 0.233862 0.233145 threshold=2.8250000000000006 3.5950000000000002 5.4850000000000012 2.8250000000000006 9.1600000000000019 1.5000000000000002 4.5150000000000006 6.285000000000001 1.0000000180025095e-35 0.75110619469026563 0.46186166774402071 0.05298245614035086 0.31296641791044782 3.5000000000000004 4.5000000000000009 1.0000000180025095e-35 29.500000000000004 29.500000000000004 4.9450000000000012 5.3350000000000009 5.3450000000000006 11.500000000000002 2.5000000000000004 3.5000000000000004 4.8650000000000011 5.8550000000000013 0.071750321750321713 2.5000000000000004 2.5000000000000004 0.82683658170914553 decision_type=10 10 10 8 10 10 10 10 2 2 2 2 2 10 10 2 8 8 10 10 8 10 8 8 10 10 2 8 10 2 left_child=3 27 5 28 7 6 -3 13 9 10 11 -5 -13 -4 25 -9 24 -6 -7 21 22 29 -21 -12 -8 26 -15 -2 -1 -20 right_child=1 2 4 8 17 18 16 15 -10 -11 23 12 -14 14 -16 -17 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.002742426104957685 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0.95633219126466329 60.658940626570256 1.9948896901187261 28.523944958593354 1.02140448860882 8.5971118908055359 0.34394473144493432 0.27962993183609808 0.3187645024154343 33.333063355064951 2.1597358247672673 2.619238873514405 2.888413954206043 1.8483676483447187 1.2529457244600042 leaf_count=59201 62072 59146 87542 7840 36904 65162 18775 68494 33426 6520 20233 5269 4775 731 1702 3518 122467 6334 98346 1652 26225 419 1088 301 84234 9502 10750 4242 2211 2099 internal_value=0 -0.00117044 -0.00149085 0.003721 -0.000512324 -0.00194208 -0.00148167 -0.000222535 0.00480053 0.00404917 0.00461146 0.00350998 0.0022799 -0.000945506 -0.00309278 0.000656349 -0.00190571 -0.00375136 -0.00286742 -0.00342972 -0.00157262 -0.00403999 0.00313185 0.00592232 -0.00263124 -0.00421062 -0.00249727 0.000459146 0.00262579 -0.00414692 internal_weight=0 369.96 309.171 115.434 97.5742 211.597 141.294 89.5613 58.1328 35.3102 28.7256 15.6095 10.4503 49.1393 6.79228 40.4221 100.948 8.01284 70.3029 40.019 9.89815 30.1208 1.30103 13.1161 40.2893 5.48747 3.32773 60.7897 57.3008 29.7769 internal_count=911180 771404 705090 139776 225477 479613 284622 182239 78364 44938 38418 17884 10044 110227 22685 72012 225476 43238 194991 129829 28965 100864 2740 20534 103009 20983 11481 66314 61412 100445 is_linear=0 shrinkage=0.01 Tree=797 num_leaves=31 num_cat=0 split_feature=10 1 10 1 10 10 6 10 1 6 10 6 10 10 10 2 2 10 6 10 10 10 6 1 1 1 1 2 2 2 split_gain=20.6616 5.48317 1.89461 2.26775 2.01539 1.78078 1.50239 1.20378 1.04745 1.03426 0.87544 0.68371 0.592833 0.582152 0.572972 0.507127 0.455546 0.501092 0.451099 0.443331 0.436663 0.419663 0.814757 0.391109 0.427181 0.374154 0.391772 0.336872 0.438046 0.329093 threshold=2.8250000000000006 -1.0000000180025095e-35 3.5950000000000002 -8.4999999999999982 4.995000000000001 2.8250000000000006 51.500000000000007 5.4650000000000007 -19.499999999999996 18.500000000000004 5.4850000000000012 6.5000000000000009 5.9350000000000014 6.4450000000000012 9.7700000000000014 1.0000000180025095e-35 0.57719393282773568 4.9850000000000012 17.500000000000004 4.5750000000000011 2.5450000000000004 8.4800000000000022 15.500000000000002 -191.49999999999997 -75.499999999999986 -77.499999999999986 -367.49999999999994 0.59921259842519692 0.63673020527859248 0.27293771043771048 decision_type=10 8 10 8 10 8 2 10 8 2 10 2 10 10 10 2 2 8 2 10 8 10 2 10 10 8 10 2 2 2 left_child=1 20 8 6 16 -3 10 -6 -2 13 11 -4 19 27 25 -13 17 -5 -19 -8 -1 -12 23 -23 -25 26 -14 -9 -29 -21 right_child=2 5 3 4 7 -7 12 9 -10 -11 21 15 14 -15 -16 -17 -18 18 -20 29 -22 22 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-0.00017969195676938461 -0.00074448724780802492 0.0041250642339047119 -0.00065264892033645367 -0.0011765009467274272 -0.0067644623379572036 0.0075113229011309008 -0.0011369318709099851 -0.0044677640237242222 0.0018916729029855046 -0.0061090375715915001 0.00074828871774702734 0.0017777288271738322 0.0046992557061246295 0.0026893752768377744 -0.0058215026307919136 -0.0027709069852889126 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2129 920 6237 14882 86396 15376 595 1376 32849 32139 368 11670 13490 5033 8196 19853 466 1354 94651 internal_value=0 0.00369023 -0.00115927 -0.00147673 -0.00311815 0.0056958 -0.00102963 -0.00499199 0.00045458 -0.00278209 -0.000593169 -0.00108332 -0.00244702 -0.00050934 -0.000710856 -0.00237399 -0.00149227 -0.000890304 0.00544572 -0.00304422 0.00131769 0.000368749 -0.00139542 -0.0043627 -0.00521483 5.52655e-05 -0.00145919 -0.00274882 0.00135104 -0.00359059 internal_weight=0 115.234 369.793 309.007 66.1512 62.446 242.856 30.7322 60.7862 13.6783 185.679 123.002 57.1769 8.12669 14.6339 30.7743 35.4189 27.6335 1.19426 42.543 52.7875 62.6762 11.0967 5.04584 4.61364 12.7262 7.14907 4.78008 1.41209 33.0697 internal_count=911180 139776 771404 705090 158632 95529 546458 101620 66314 44918 353299 243667 193159 16146 43851 88525 57012 41636 1971 149308 44247 109632 30561 18891 18523 28969 20773 9909 1820 127500 is_linear=0 shrinkage=0.01 Tree=798 num_leaves=31 num_cat=0 split_feature=11 12 12 12 12 12 10 12 12 10 12 12 10 12 10 10 10 10 12 6 10 48 6 3 3 6 12 10 48 12 split_gain=490.098 0.0263887 0.00388481 0.00341792 0.00203496 0.000796777 0.00054221 0.000428596 0.000387607 0.000375491 0.000365628 0.000299832 0.000269677 0.000223874 0.000201662 0.000193871 0.000185279 0.00018241 0.000161308 0.000141459 0.000121077 0.000112255 0.000109612 8.00494e-05 8.55642e-05 7.97045e-05 6.43487e-05 6.09117e-05 6.22046e-05 5.67284e-05 threshold=1.0000000180025095e-35 0.00099748477805400022 7.4335632689326312e-06 0.18897357583045957 0.8784809708595277 0.00014260681928130004 2.8250000000000006 9.1954279923811565e-07 0.0089773964136838514 3.3550000000000004 0.94052824378013633 0.068259380757808671 3.0250000000000004 0.99951267242431652 3.1450000000000005 3.1750000000000003 5.8150000000000004 3.2950000000000004 0.99989646673202526 9.5000000000000018 2.2250000000000005 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 0.96352549889135264 33.500000000000007 3.4846319977077662e-05 3.4350000000000005 1.0000000180025095e-35 2.7763753678300422e-06 decision_type=2 2 2 2 2 2 10 2 2 10 2 2 10 2 10 10 8 10 2 2 10 2 2 2 2 2 2 10 2 2 left_child=4 2 7 8 11 9 13 22 15 -4 27 -1 -7 -6 -9 -3 19 -10 -8 26 -13 -19 -2 -14 -25 29 -11 -5 -29 -16 right_child=1 3 5 10 6 12 18 14 17 16 -12 20 23 -15 25 -17 -18 21 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-0.010005350888508591 0.010466108772499394 0.01009518857479433 0.010221532211072297 0.010028067896435785 -0.010153483789638951 0.010133534252959448 -0.010070667027450115 0.010297252984862752 0.010055988708983729 0.010364293224933209 0.010010581090189685 -0.010078353373675027 0.010164399639697267 -0.010290200846944635 0.010461406327384104 0.010164318733871127 0.010275805499190474 0.010143423057729629 -0.01016502706431177 0.010406244835280862 -0.010028644231790685 0.010094414020771837 0.010592613214693476 0.01025359523940046 0.010159188560688419 0.010494793612676643 0.010290885287073344 0.010078633372681311 0.010045142115769672 0.010384714175794766 leaf_weight=182.62530878336111 0.88751400820910786 5.4758414439857033 3.4964901753701296 12.414028944040181 3.8820098591968444 3.4382897042669347 14.807101698592307 0.93688697181642044 9.9675466965418291 2.2958408370614016 103.19538411739632 5.7712285589659578 1.4442643374204625 1.7321590092033146 2.0089940968900923 15.653559063561259 3.3595086401328453 6.2139380420558181 2.064239166211336 4.0829963926225901 32.456152252358152 18.854548083618283 3.0007095523178577 9.308993496000765 1.0704275229945768 2.7808273267000914 2.488457141444087 7.8050581286661354 19.1583715621382 1.8551029209047554 leaf_count=720350 22 677 186 5584 301 298 2949 36 2225 70 149247 910 96 73 49 1089 134 546 166 112 16765 2281 58 405 71 64 94 1326 4942 54 internal_value=0 0.0100948 0.0103212 0.0100465 -0.0100199 0.010263 -0.0101105 0.0104784 0.0101126 0.0103129 0.0100205 -0.0100107 0.0102115 -0.0101957 0.0104346 0.0101464 0.010339 0.0100922 -0.0100822 0.010363 -0.0100361 0.0101066 0.0105637 0.0102342 0.0102439 0.010454 0.0103261 0.0100464 0.0100548 0.0104246 internal_weight=0 241.194 42.4553 198.738 243.338 30.9853 22.4855 11.47 56.1654 15.7233 142.573 220.853 15.262 5.61417 7.58181 21.1294 12.2268 35.036 16.8713 8.86729 38.2274 25.0685 3.88822 11.8237 10.3794 6.64492 4.7843 39.3775 26.9634 3.8641 internal_count=911180 169666 1749 167917 741514 1466 3489 283 6818 596 161099 738025 870 374 203 1766 410 5052 3115 276 17675 2827 80 572 476 167 164 11852 6268 103 is_linear=0 shrinkage=0.01 Tree=799 num_leaves=31 num_cat=0 split_feature=11 6 1 1 5 2 5 2 2 6 1 0 1 1 5 6 6 1 6 6 6 2 2 6 5 2 6 1 1 5 split_gain=485.194 0.00358938 0.0014702 0.00114266 0.000630039 0.000410005 0.000361953 0.000355503 0.000323679 0.00031079 0.000263467 0.000231305 0.000195919 0.000168344 0.000155519 0.000122133 0.000120712 0.000119214 0.000119168 0.000106072 0.000215446 8.25136e-05 0.0001873 8.24164e-05 0.000130187 8.4325e-05 7.89087e-05 7.30307e-05 7.03211e-05 6.74473e-05 threshold=1.0000000180025095e-35 8.5000000000000018 -4.4999999999999991 -7.4999999999999991 6.5000000000000009 0.94494949494949509 1.5000000000000002 0.091372912801484213 0.76506899055918665 158.50000000000003 -95.499999999999986 1.0000000180025095e-35 -1.0000000180025095e-35 -8.4999999999999982 1.5000000000000002 1813.0000000000002 3.5000000000000004 -8.4999999999999982 1.5000000000000002 15.500000000000002 18.500000000000004 0.17677696078431374 0.18773496240601503 30.500000000000004 3.5000000000000004 0.86715686274509818 45.500000000000007 -279.49999999999994 -103.49999999999999 2.5000000000000004 decision_type=2 2 8 8 10 2 10 2 2 2 10 2 8 10 10 2 2 10 2 2 2 2 2 2 10 2 2 10 10 10 left_child=12 2 7 4 5 9 -5 -2 11 10 14 18 -1 23 28 21 -14 -13 29 -16 27 -8 -23 -12 25 -25 -22 -21 -3 -9 right_child=1 3 -4 6 -6 -7 15 8 -10 -11 13 17 16 -15 19 -17 -18 -19 -20 20 26 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.010014244420435954 0.010065348750597914 0.01016266069335711 0.010031597785318978 0.010058907823317632 0.010512790465603373 0.010040712531941061 0.010062675196123024 0.010111487810024656 0.010057036634581174 0.010220433799592856 0.010121345870452155 0.010080782975569148 -0.010045959851689839 0.010426886388718746 0.010150254014637513 0.010502335033580888 -0.010018193599248009 0.01033734613711155 0.010155477674481389 0.010256928819488998 0.010165085702823548 0.010465702820823519 0.010157958241097503 0.010149149957764335 0.010317693928061238 0.010425764568431759 0.01025111178731102 0.010438454062295868 0.010338819593494905 0.01016252318714729 leaf_weight=176.17630570707115 31.843442638200941 8.8292518756352365 67.286146442929748 14.461228482483422 0.53964311233721574 2.3695247230934902 0.76985365588916366 22.056886985490568 11.036001675762234 11.830743262835311 11.814392724365463 15.115330204891505 38.225273553020088 0.20756207988598063 1.3470330976997491 0.10437692515552033 26.520096040840144 0.18330462125595559 12.323285139980724 0.32546101906336844 1.6714288378716444 0.21127395593794096 3.0939154158695601 13.99201433412963 0.48660294897854406 0.11108109087217677 2.9449537516338751 0.6947179657872764 0.23257777898106446 2.9339941530488423 leaf_count=596207 18023 1527 102329 13452 22 2159 291 5645 6199 1606 3155 7360 61092 7 171 7 84215 17 2243 29 259 18 1510 2616 37 7 247 43 19 668 internal_value=0 0.0100939 0.0100674 0.0101506 0.0101727 0.0101695 0.0100826 0.0100926 0.0101063 0.0101751 0.0101625 0.0101166 -0.0100197 0.0101432 0.0101945 0.0101646 -0.0100346 0.0100839 0.01013 0.01023 0.010249 0.0101559 0.0101776 0.010141 0.0101569 0.0101513 0.01022 0.0103805 0.0101672 0.0101175 internal_weight=0 238.816 162.778 76.0376 57.397 56.8573 18.6406 95.4922 63.6488 54.4878 42.6571 52.6128 240.922 26.6117 16.0454 4.17942 64.7454 15.2986 37.3142 6.98359 5.63656 4.07504 3.30519 26.4041 14.5897 14.1031 4.61638 1.02018 9.06183 24.9909 internal_count=911180 169666 142484 27182 11904 11882 15278 40155 22132 9723 8117 15933 741514 5822 2295 1826 145307 7377 8556 749 578 1819 1528 5815 2660 2623 506 72 1546 6313 is_linear=0 shrinkage=0.01 end of trees feature_importances: bert_confidence=5805 page_rank_decimal=5192 certificate_age=2850 count_domain_occurrences=2325 script_percentage=2066 link_percentage=2024 ip_address_count=1223 request_url_percentage=710 issuer_US=597 is_malicious=474 TTL=265 issuer_GB=224 issuer_BE=150 issuer_NL=66 issuer_AT=13 abnormal_url=6 issuer_DE=3 issuer_FR=3 issuer_BM=1 issuer_IT=1 issuer_LV=1 issuer_PL=1 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:[]