bert-base-multilingual-cased-iob2-20250313100145

This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.8858
Overall Strict Precision: 0.6237
Overall Strict Recall: 0.5767
Overall Strict F1: 0.5993
Overall Ent Type Precision: 0.6880
Overall Ent Type Recall: 0.6361
Overall Ent Type F1: 0.6610
Overall Partial Precision: 0.8486
Overall Partial Recall: 0.7847
Overall Partial F1: 0.8154
Overall Exact Precision: 0.7772
Overall Exact Recall: 0.7186
Overall Exact F1: 0.7467
Hotelfaxnumber Strict Precision: 0.0331
Hotelfaxnumber Strict Recall: 0.5737
Hotelfaxnumber Strict F1: 0.0625
Hotelfaxnumber Ent Type Precision: 0.0354
Hotelfaxnumber Ent Type Recall: 0.6132
Hotelfaxnumber Ent Type F1: 0.0668
Hotelfaxnumber Partial Precision: 0.0479
Hotelfaxnumber Partial Recall: 0.8316
Hotelfaxnumber Partial F1: 0.0907
Hotelfaxnumber Exact Precision: 0.0417
Hotelfaxnumber Exact Recall: 0.7237
Hotelfaxnumber Exact F1: 0.0789
Netamount Strict Precision: 0.0710
Netamount Strict Recall: 0.3148
Netamount Strict F1: 0.1159
Netamount Ent Type Precision: 0.0770
Netamount Ent Type Recall: 0.3414
Netamount Ent Type F1: 0.1257
Netamount Partial Precision: 0.1361
Netamount Partial Recall: 0.6034
Netamount Partial F1: 0.2221
Netamount Exact Precision: 0.1204
Netamount Exact Recall: 0.5338
Netamount Exact F1: 0.1965
Hotelphonenumber Strict Precision: 0.1110
Hotelphonenumber Strict Recall: 0.7005
Hotelphonenumber Strict F1: 0.1916
Hotelphonenumber Ent Type Precision: 0.1151
Hotelphonenumber Ent Type Recall: 0.7263
Hotelphonenumber Ent Type F1: 0.1987
Hotelphonenumber Partial Precision: 0.1381
Hotelphonenumber Partial Recall: 0.8713
Hotelphonenumber Partial F1: 0.2383
Hotelphonenumber Exact Precision: 0.1261
Hotelphonenumber Exact Recall: 0.7960
Hotelphonenumber Exact F1: 0.2177
Cardtype Strict Precision: 0.0
Cardtype Strict Recall: 0.0
Cardtype Strict F1: 0
Cardtype Ent Type Precision: 0.0
Cardtype Ent Type Recall: 0.0
Cardtype Ent Type F1: 0
Cardtype Partial Precision: 0.0126
Cardtype Partial Recall: 0.7644
Cardtype Partial F1: 0.0248
Cardtype Exact Precision: 0.0120
Cardtype Exact Recall: 0.7308
Cardtype Exact F1: 0.0237
Checkout Strict Precision: 0.0
Checkout Strict Recall: 0.0
Checkout Strict F1: 0
Checkout Ent Type Precision: 0.0
Checkout Ent Type Recall: 0.0
Checkout Ent Type F1: 0
Checkout Partial Precision: 0.0016
Checkout Partial Recall: 0.2222
Checkout Partial F1: 0.0032
Checkout Exact Precision: 0.0013
Checkout Exact Recall: 0.1778
Checkout Exact F1: 0.0025
Travellername Strict Precision: 0.2802
Travellername Strict Recall: 0.4869
Travellername Strict F1: 0.3557
Travellername Ent Type Precision: 0.3202
Travellername Ent Type Recall: 0.5564
Travellername Ent Type F1: 0.4065
Travellername Partial Precision: 0.4161
Travellername Partial Recall: 0.7230
Travellername Partial F1: 0.5282
Travellername Exact Precision: 0.3583
Travellername Exact Recall: 0.6227
Travellername Exact F1: 0.4549
Externalreservationnumber Strict Precision: 0.0095
Externalreservationnumber Strict Recall: 0.4545
Externalreservationnumber Strict F1: 0.0185
Externalreservationnumber Ent Type Precision: 0.0098
Externalreservationnumber Ent Type Recall: 0.4697
Externalreservationnumber Ent Type F1: 0.0191
Externalreservationnumber Partial Precision: 0.0172
Externalreservationnumber Partial Recall: 0.8258
Externalreservationnumber Partial F1: 0.0336
Externalreservationnumber Exact Precision: 0.0165
Externalreservationnumber Exact Recall: 0.7955
Externalreservationnumber Exact F1: 0.0324
Hoteltaxcode Strict Precision: 0.0148
Hoteltaxcode Strict Recall: 0.4948
Hoteltaxcode Strict F1: 0.0288
Hoteltaxcode Ent Type Precision: 0.0155
Hoteltaxcode Ent Type Recall: 0.5156
Hoteltaxcode Ent Type F1: 0.0300
Hoteltaxcode Partial Precision: 0.0250
Hoteltaxcode Partial Recall: 0.8333
Hoteltaxcode Partial F1: 0.0485
Hoteltaxcode Exact Precision: 0.0231
Hoteltaxcode Exact Recall: 0.7708
Hoteltaxcode Exact F1: 0.0449
Companycountry Strict Precision: 0.2206
Companycountry Strict Recall: 0.8631
Companycountry Strict F1: 0.3513
Companycountry Ent Type Precision: 0.2214
Companycountry Ent Type Recall: 0.8664
Companycountry Ent Type F1: 0.3527
Companycountry Partial Precision: 0.2381
Companycountry Partial Recall: 0.9318
Companycountry Partial F1: 0.3793
Companycountry Exact Precision: 0.2363
Companycountry Exact Recall: 0.9246
Companycountry Exact F1: 0.3764
Hotelcountry Strict Precision: 0.0412
Hotelcountry Strict Recall: 0.5511
Hotelcountry Strict F1: 0.0767
Hotelcountry Ent Type Precision: 0.0414
Hotelcountry Ent Type Recall: 0.5531
Hotelcountry Ent Type F1: 0.0770
Hotelcountry Partial Precision: 0.0642
Hotelcountry Partial Recall: 0.8577
Hotelcountry Partial F1: 0.1194
Hotelcountry Exact Precision: 0.0633
Hotelcountry Exact Recall: 0.8457
Hotelcountry Exact F1: 0.1178
Hotelbankaccount Strict Precision: 0.0
Hotelbankaccount Strict Recall: 0.0
Hotelbankaccount Strict F1: 0
Hotelbankaccount Ent Type Precision: 0.0
Hotelbankaccount Ent Type Recall: 0.0
Hotelbankaccount Ent Type F1: 0
Hotelbankaccount Partial Precision: 0.0006
Hotelbankaccount Partial Recall: 0.175
Hotelbankaccount Partial F1: 0.0011
Hotelbankaccount Exact Precision: 0.0002
Hotelbankaccount Exact Recall: 0.05
Hotelbankaccount Exact F1: 0.0003
Invoicenumber Strict Precision: 0.2620
Invoicenumber Strict Recall: 0.7564
Invoicenumber Strict F1: 0.3892
Invoicenumber Ent Type Precision: 0.2762
Invoicenumber Ent Type Recall: 0.7973
Invoicenumber Ent Type F1: 0.4103
Invoicenumber Partial Precision: 0.3047
Invoicenumber Partial Recall: 0.8796
Invoicenumber Partial F1: 0.4526
Invoicenumber Exact Precision: 0.2892
Invoicenumber Exact Recall: 0.8347
Invoicenumber Exact F1: 0.4295
Pagenumber Strict Precision: 0.4312
Pagenumber Strict Recall: 0.4770
Pagenumber Strict F1: 0.4529
Pagenumber Ent Type Precision: 0.5188
Pagenumber Ent Type Recall: 0.5739
Pagenumber Ent Type F1: 0.5450
Pagenumber Partial Precision: 0.6625
Pagenumber Partial Recall: 0.7328
Pagenumber Partial F1: 0.6959
Pagenumber Exact Precision: 0.5936
Pagenumber Exact Recall: 0.6567
Pagenumber Exact F1: 0.6236
Companyaddress Strict Precision: 0.2494
Companyaddress Strict Recall: 0.8515
Companyaddress Strict F1: 0.3858
Companyaddress Ent Type Precision: 0.2571
Companyaddress Ent Type Recall: 0.8778
Companyaddress Ent Type F1: 0.3977
Companyaddress Partial Precision: 0.2693
Companyaddress Partial Recall: 0.9194
Companyaddress Partial F1: 0.4166
Companyaddress Exact Precision: 0.2561
Companyaddress Exact Recall: 0.8743
Companyaddress Exact F1: 0.3961
Hotelname Strict Precision: 0.2516
Hotelname Strict Recall: 0.5441
Hotelname Strict F1: 0.3441
Hotelname Ent Type Precision: 0.3246
Hotelname Ent Type Recall: 0.7021
Hotelname Ent Type F1: 0.4440
Hotelname Partial Precision: 0.3480
Hotelname Partial Recall: 0.7527
Hotelname Partial F1: 0.4760
Hotelname Exact Precision: 0.2739
Hotelname Exact Recall: 0.5924
Hotelname Exact F1: 0.3746
Hoteladdress Strict Precision: 0.1126
Hoteladdress Strict Recall: 0.6003
Hoteladdress Strict F1: 0.1896
Hoteladdress Ent Type Precision: 0.1179
Hoteladdress Ent Type Recall: 0.6287
Hoteladdress Ent Type F1: 0.1986
Hoteladdress Partial Precision: 0.1467
Hoteladdress Partial Recall: 0.7824
Hoteladdress Partial F1: 0.2471
Hoteladdress Exact Precision: 0.1248
Hoteladdress Exact Recall: 0.6657
Hoteladdress Exact F1: 0.2102
Hotelzipcode Strict Precision: 0.1879
Hotelzipcode Strict Recall: 0.7957
Hotelzipcode Strict F1: 0.3040
Hotelzipcode Ent Type Precision: 0.1896
Hotelzipcode Ent Type Recall: 0.8030
Hotelzipcode Ent Type F1: 0.3068
Hotelzipcode Partial Precision: 0.2259
Hotelzipcode Partial Recall: 0.9568
Hotelzipcode Partial F1: 0.3655
Hotelzipcode Exact Precision: 0.2229
Hotelzipcode Exact Recall: 0.9439
Hotelzipcode Exact F1: 0.3606
Documenttype Strict Precision: 0.0
Documenttype Strict Recall: 0.0
Documenttype Strict F1: 0
Documenttype Ent Type Precision: 0.0
Documenttype Ent Type Recall: 0.0
Documenttype Ent Type F1: 0
Documenttype Partial Precision: 0.0214
Documenttype Partial Recall: 0.6782
Documenttype Partial F1: 0.0415
Documenttype Exact Precision: 0.0167
Documenttype Exact Recall: 0.5297
Documenttype Exact F1: 0.0324
Taxamount Strict Precision: 0.0519
Taxamount Strict Recall: 0.5116
Taxamount Strict F1: 0.0942
Taxamount Ent Type Precision: 0.0536
Taxamount Ent Type Recall: 0.5291
Taxamount Ent Type F1: 0.0974
Taxamount Partial Precision: 0.0782
Taxamount Partial Recall: 0.7711
Taxamount Partial F1: 0.1419
Taxamount Exact Precision: 0.0747
Taxamount Exact Recall: 0.7369
Taxamount Exact F1: 0.1356
Companyzipcode Strict Precision: 0.2482
Companyzipcode Strict Recall: 0.8716
Companyzipcode Strict F1: 0.3864
Companyzipcode Ent Type Precision: 0.2509
Companyzipcode Ent Type Recall: 0.8809
Companyzipcode Ent Type F1: 0.3906
Companyzipcode Partial Precision: 0.2727
Companyzipcode Partial Recall: 0.9575
Companyzipcode Partial F1: 0.4245
Companyzipcode Exact Precision: 0.2669
Companyzipcode Exact Recall: 0.9370
Companyzipcode Exact F1: 0.4154
Companyname Strict Precision: 0.3015
Companyname Strict Recall: 0.4344
Companyname Strict F1: 0.3559
Companyname Ent Type Precision: 0.3665
Companyname Ent Type Recall: 0.5281
Companyname Ent Type F1: 0.4328
Companyname Partial Precision: 0.4622
Companyname Partial Recall: 0.6660
Companyname Partial F1: 0.5457
Companyname Exact Precision: 0.3982
Companyname Exact Recall: 0.5737
Companyname Exact F1: 0.4701
Companyvatnumber Strict Precision: 0.0310
Companyvatnumber Strict Recall: 0.3766
Companyvatnumber Strict F1: 0.0573
Companyvatnumber Ent Type Precision: 0.0325
Companyvatnumber Ent Type Recall: 0.3949
Companyvatnumber Ent Type F1: 0.0601
Companyvatnumber Partial Precision: 0.0585
Companyvatnumber Partial Recall: 0.7102
Companyvatnumber Partial F1: 0.1081
Companyvatnumber Exact Precision: 0.0552
Companyvatnumber Exact Recall: 0.6709
Companyvatnumber Exact F1: 0.1021
Hotelcity Strict Precision: 0.1972
Hotelcity Strict Recall: 0.6513
Hotelcity Strict F1: 0.3027
Hotelcity Ent Type Precision: 0.2127
Hotelcity Ent Type Recall: 0.7025
Hotelcity Ent Type F1: 0.3265
Hotelcity Partial Precision: 0.2587
Hotelcity Partial Recall: 0.8547
Hotelcity Partial F1: 0.3972
Hotelcity Exact Precision: 0.2448
Hotelcity Exact Recall: 0.8085
Hotelcity Exact F1: 0.3757
Reservationnumber Strict Precision: 0.0515
Reservationnumber Strict Recall: 0.4777
Reservationnumber Strict F1: 0.0929
Reservationnumber Ent Type Precision: 0.0526
Reservationnumber Ent Type Recall: 0.4885
Reservationnumber Ent Type F1: 0.0950
Reservationnumber Partial Precision: 0.0872
Reservationnumber Partial Recall: 0.8092
Reservationnumber Partial F1: 0.1574
Reservationnumber Exact Precision: 0.0829
Reservationnumber Exact Recall: 0.7700
Reservationnumber Exact F1: 0.1497
Currencycode Strict Precision: 0.3800
Currencycode Strict Recall: 0.8701
Currencycode Strict F1: 0.5290
Currencycode Ent Type Precision: 0.3807
Currencycode Ent Type Recall: 0.8716
Currencycode Ent Type F1: 0.5299
Currencycode Partial Precision: 0.4147
Currencycode Partial Recall: 0.9495
Currencycode Partial F1: 0.5773
Currencycode Exact Precision: 0.4123
Currencycode Exact Recall: 0.9439
Currencycode Exact F1: 0.5739
Hotelvatnumber Strict Precision: 0.0732
Hotelvatnumber Strict Recall: 0.6563
Hotelvatnumber Strict F1: 0.1316
Hotelvatnumber Ent Type Precision: 0.0745
Hotelvatnumber Ent Type Recall: 0.6680
Hotelvatnumber Ent Type F1: 0.1340
Hotelvatnumber Partial Precision: 0.0986
Hotelvatnumber Partial Recall: 0.8850
Hotelvatnumber Partial F1: 0.1775
Hotelvatnumber Exact Precision: 0.0950
Hotelvatnumber Exact Recall: 0.8527
Hotelvatnumber Exact F1: 0.1710
Checkin Strict Precision: 0.0002
Checkin Strict Recall: 0.0073
Checkin Strict F1: 0.0003
Checkin Ent Type Precision: 0.0003
Checkin Ent Type Recall: 0.0146
Checkin Ent Type F1: 0.0006
Checkin Partial Precision: 0.0057
Checkin Partial Recall: 0.2628
Checkin Partial F1: 0.0112
Checkin Exact Precision: 0.0043
Checkin Exact Recall: 0.1971
Checkin Exact F1: 0.0084
Grossamount Strict Precision: 0.2204
Grossamount Strict Recall: 0.5086
Grossamount Strict F1: 0.3075
Grossamount Ent Type Precision: 0.2351
Grossamount Ent Type Recall: 0.5426
Grossamount Ent Type F1: 0.3281
Grossamount Partial Precision: 0.3360
Grossamount Partial Recall: 0.7755
Grossamount Partial F1: 0.4689
Grossamount Exact Precision: 0.3095
Grossamount Exact Recall: 0.7144
Grossamount Exact F1: 0.4319
Roomno Strict Precision: 0.2695
Roomno Strict Recall: 0.5206
Roomno Strict F1: 0.3552
Roomno Ent Type Precision: 0.2754
Roomno Ent Type Recall: 0.5319
Roomno Ent Type F1: 0.3629
Roomno Partial Precision: 0.3947
Roomno Partial Recall: 0.7623
Roomno Partial F1: 0.5201
Roomno Exact Precision: 0.3754
Roomno Exact Recall: 0.7251
Roomno Exact F1: 0.4947
Invoicedate Strict Precision: 0.0003
Invoicedate Strict Recall: 0.0145
Invoicedate Strict F1: 0.0006
Invoicedate Ent Type Precision: 0.0005
Invoicedate Ent Type Recall: 0.0217
Invoicedate Ent Type F1: 0.0009
Invoicedate Partial Precision: 0.0053
Invoicedate Partial Recall: 0.2428
Invoicedate Partial F1: 0.0104
Invoicedate Exact Precision: 0.0040
Invoicedate Exact Recall: 0.1812
Invoicedate Exact F1: 0.0078
Companycity Strict Precision: 0.2536
Companycity Strict Recall: 0.8693
Companycity Strict F1: 0.3926
Companycity Ent Type Precision: 0.2609
Companycity Ent Type Recall: 0.8943
Companycity Ent Type F1: 0.4039
Companycity Partial Precision: 0.2716
Companycity Partial Recall: 0.9309
Companycity Partial F1: 0.4205
Companycity Exact Precision: 0.2656
Companycity Exact Recall: 0.9106
Companycity Exact F1: 0.4113
Bookingnumber Strict Precision: 0.0184
Bookingnumber Strict Recall: 0.3125
Bookingnumber Strict F1: 0.0348
Bookingnumber Ent Type Precision: 0.0198
Bookingnumber Ent Type Recall: 0.3359
Bookingnumber Ent Type F1: 0.0374
Bookingnumber Partial Precision: 0.0398
Bookingnumber Partial Recall: 0.6758
Bookingnumber Partial F1: 0.0752
Bookingnumber Exact Precision: 0.0364
Bookingnumber Exact Recall: 0.6172
Bookingnumber Exact F1: 0.0687
Hotelemail Strict Precision: 0.1661
Hotelemail Strict Recall: 0.8740
Hotelemail Strict F1: 0.2792
Hotelemail Ent Type Precision: 0.1691
Hotelemail Ent Type Recall: 0.8898
Hotelemail Ent Type F1: 0.2842
Hotelemail Partial Precision: 0.1814
Hotelemail Partial Recall: 0.9542
Hotelemail Partial F1: 0.3048
Hotelemail Exact Precision: 0.1788
Hotelemail Exact Recall: 0.9408
Hotelemail Exact F1: 0.3005
Cardnumber Strict Precision: 0.0
Cardnumber Strict Recall: 0.0
Cardnumber Strict F1: 0
Cardnumber Ent Type Precision: 0.0
Cardnumber Ent Type Recall: 0.0
Cardnumber Ent Type F1: 0
Cardnumber Partial Precision: 0.0052
Cardnumber Partial Recall: 0.4779
Cardnumber Partial F1: 0.0102
Cardnumber Exact Precision: 0.0027
Cardnumber Exact Recall: 0.25
Cardnumber Exact F1: 0.0054

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 2e-06
train_batch_size: 8
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 16
total_train_batch_size: 128
optimizer: Use grokadamw with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.5
num_epochs: 8

Training results

Training Loss	Epoch	Step	Validation Loss	Overall Strict Precision	Overall Strict Recall	Overall Strict F1	Overall Ent Type Precision	Overall Ent Type Recall	Overall Ent Type F1	Overall Partial Precision	Overall Partial Recall	Overall Partial F1	Overall Exact Precision	Overall Exact Recall	Overall Exact F1	Hotelfaxnumber Strict Precision	Hotelfaxnumber Strict Recall	Hotelfaxnumber Strict F1	Hotelfaxnumber Ent Type Precision	Hotelfaxnumber Ent Type Recall	Hotelfaxnumber Ent Type F1	Hotelfaxnumber Partial Precision	Hotelfaxnumber Partial Recall	Hotelfaxnumber Partial F1	Hotelfaxnumber Exact Precision	Hotelfaxnumber Exact Recall	Hotelfaxnumber Exact F1	Netamount Strict Precision	Netamount Strict Recall	Netamount Strict F1	Netamount Ent Type Precision	Netamount Ent Type Recall	Netamount Ent Type F1	Netamount Partial Precision	Netamount Partial Recall	Netamount Partial F1	Netamount Exact Precision	Netamount Exact Recall	Netamount Exact F1	Hotelphonenumber Strict Precision	Hotelphonenumber Strict Recall	Hotelphonenumber Strict F1	Hotelphonenumber Ent Type Precision	Hotelphonenumber Ent Type Recall	Hotelphonenumber Ent Type F1	Hotelphonenumber Partial Precision	Hotelphonenumber Partial Recall	Hotelphonenumber Partial F1	Hotelphonenumber Exact Precision	Hotelphonenumber Exact Recall	Hotelphonenumber Exact F1	Checkout Strict Precision	Checkout Strict Recall	Checkout Strict F1	Checkout Ent Type Precision	Checkout Ent Type Recall	Checkout Ent Type F1	Checkout Partial Precision	Checkout Partial Recall	Checkout Partial F1	Checkout Exact Precision	Checkout Exact Recall	Checkout Exact F1	Cardtype Ent Type Precision	Cardtype Ent Type Recall	Cardtype Ent Type F1	Cardtype Partial Precision	Cardtype Partial Recall	Cardtype Partial F1	Cardtype Exact Precision	Cardtype Exact Recall	Cardtype Exact F1	Travellername Strict Precision	Travellername Strict Recall	Travellername Strict F1	Travellername Ent Type Precision	Travellername Ent Type Recall	Travellername Ent Type F1	Travellername Partial Precision	Travellername Partial Recall	Travellername Partial F1	Travellername Exact Precision	Travellername Exact Recall	Travellername Exact F1	Externalreservationnumber Strict Precision	Externalreservationnumber Strict Recall	Externalreservationnumber Strict F1	Externalreservationnumber Ent Type Precision	Externalreservationnumber Ent Type Recall	Externalreservationnumber Ent Type F1	Externalreservationnumber Partial Precision	Externalreservationnumber Partial Recall	Externalreservationnumber Partial F1	Externalreservationnumber Exact Precision	Externalreservationnumber Exact Recall	Externalreservationnumber Exact F1	Hoteltaxcode Strict Precision	Hoteltaxcode Strict Recall	Hoteltaxcode Strict F1	Hoteltaxcode Ent Type Precision	Hoteltaxcode Ent Type Recall	Hoteltaxcode Ent Type F1	Hoteltaxcode Partial Precision	Hoteltaxcode Partial Recall	Hoteltaxcode Partial F1	Hoteltaxcode Exact Precision	Hoteltaxcode Exact Recall	Hoteltaxcode Exact F1	Companycountry Strict Precision	Companycountry Strict Recall	Companycountry Strict F1	Companycountry Ent Type Precision	Companycountry Ent Type Recall	Companycountry Ent Type F1	Companycountry Partial Precision	Companycountry Partial Recall	Companycountry Partial F1	Companycountry Exact Precision	Companycountry Exact Recall	Companycountry Exact F1	Hotelcountry Strict Precision	Hotelcountry Strict Recall	Hotelcountry Strict F1	Hotelcountry Ent Type Precision	Hotelcountry Ent Type Recall	Hotelcountry Ent Type F1	Hotelcountry Partial Precision	Hotelcountry Partial Recall	Hotelcountry Partial F1	Hotelcountry Exact Precision	Hotelcountry Exact Recall	Hotelcountry Exact F1	Hotelbankaccount Strict Precision	Hotelbankaccount Strict Recall	Hotelbankaccount Strict F1	Hotelbankaccount Ent Type Precision	Hotelbankaccount Ent Type Recall	Hotelbankaccount Ent Type F1	Hotelbankaccount Partial Precision	Hotelbankaccount Partial Recall	Hotelbankaccount Partial F1	Hotelbankaccount Exact Precision	Hotelbankaccount Exact Recall	Hotelbankaccount Exact F1	Invoicenumber Strict Precision	Invoicenumber Strict Recall	Invoicenumber Strict F1	Invoicenumber Ent Type Precision	Invoicenumber Ent Type Recall	Invoicenumber Ent Type F1	Invoicenumber Partial Precision	Invoicenumber Partial Recall	Invoicenumber Partial F1	Invoicenumber Exact Precision	Invoicenumber Exact Recall	Invoicenumber Exact F1	Pagenumber Strict Precision	Pagenumber Strict Recall	Pagenumber Strict F1	Pagenumber Ent Type Precision	Pagenumber Ent Type Recall	Pagenumber Ent Type F1	Pagenumber Partial Precision	Pagenumber Partial Recall	Pagenumber Partial F1	Pagenumber Exact Precision	Pagenumber Exact Recall	Pagenumber Exact F1	Companyaddress Strict Precision	Companyaddress Strict Recall	Companyaddress Strict F1	Companyaddress Ent Type Precision	Companyaddress Ent Type Recall	Companyaddress Ent Type F1	Companyaddress Partial Precision	Companyaddress Partial Recall	Companyaddress Partial F1	Companyaddress Exact Precision	Companyaddress Exact Recall	Companyaddress Exact F1	Hotelname Strict Precision	Hotelname Strict Recall	Hotelname Strict F1	Hotelname Ent Type Precision	Hotelname Ent Type Recall	Hotelname Ent Type F1	Hotelname Partial Precision	Hotelname Partial Recall	Hotelname Partial F1	Hotelname Exact Precision	Hotelname Exact Recall	Hotelname Exact F1	Hoteladdress Strict Precision	Hoteladdress Strict Recall	Hoteladdress Strict F1	Hoteladdress Ent Type Precision	Hoteladdress Ent Type Recall	Hoteladdress Ent Type F1	Hoteladdress Partial Precision	Hoteladdress Partial Recall	Hoteladdress Partial F1	Hoteladdress Exact Precision	Hoteladdress Exact Recall	Hoteladdress Exact F1	Hotelzipcode Strict Precision	Hotelzipcode Strict Recall	Hotelzipcode Strict F1	Hotelzipcode Ent Type Precision	Hotelzipcode Ent Type Recall	Hotelzipcode Ent Type F1	Hotelzipcode Partial Precision	Hotelzipcode Partial Recall	Hotelzipcode Partial F1	Hotelzipcode Exact Precision	Hotelzipcode Exact Recall	Hotelzipcode Exact F1	Documenttype Partial Precision	Documenttype Partial Recall	Documenttype Partial F1	Documenttype Exact Precision	Documenttype Exact Recall	Documenttype Exact F1	Taxamount Strict Precision	Taxamount Strict Recall	Taxamount Strict F1	Taxamount Ent Type Precision	Taxamount Ent Type Recall	Taxamount Ent Type F1	Taxamount Partial Precision	Taxamount Partial Recall	Taxamount Partial F1	Taxamount Exact Precision	Taxamount Exact Recall	Taxamount Exact F1	Companyzipcode Strict Precision	Companyzipcode Strict Recall	Companyzipcode Strict F1	Companyzipcode Ent Type Precision	Companyzipcode Ent Type Recall	Companyzipcode Ent Type F1	Companyzipcode Partial Precision	Companyzipcode Partial Recall	Companyzipcode Partial F1	Companyzipcode Exact Precision	Companyzipcode Exact Recall	Companyzipcode Exact F1	Companyname Strict Precision	Companyname Strict Recall	Companyname Strict F1	Companyname Ent Type Precision	Companyname Ent Type Recall	Companyname Ent Type F1	Companyname Partial Precision	Companyname Partial Recall	Companyname Partial F1	Companyname Exact Precision	Companyname Exact Recall	Companyname Exact F1	Companyvatnumber Strict Precision	Companyvatnumber Strict Recall	Companyvatnumber Strict F1	Companyvatnumber Ent Type Precision	Companyvatnumber Ent Type Recall	Companyvatnumber Ent Type F1	Companyvatnumber Partial Precision	Companyvatnumber Partial Recall	Companyvatnumber Partial F1	Companyvatnumber Exact Precision	Companyvatnumber Exact Recall	Companyvatnumber Exact F1	Hotelcity Strict Precision	Hotelcity Strict Recall	Hotelcity Strict F1	Hotelcity Ent Type Precision	Hotelcity Ent Type Recall	Hotelcity Ent Type F1	Hotelcity Partial Precision	Hotelcity Partial Recall	Hotelcity Partial F1	Hotelcity Exact Precision	Hotelcity Exact Recall	Hotelcity Exact F1	Reservationnumber Strict Precision	Reservationnumber Strict Recall	Reservationnumber Strict F1	Reservationnumber Ent Type Precision	Reservationnumber Ent Type Recall	Reservationnumber Ent Type F1	Reservationnumber Partial Precision	Reservationnumber Partial Recall	Reservationnumber Partial F1	Reservationnumber Exact Precision	Reservationnumber Exact Recall	Reservationnumber Exact F1	Currencycode Strict Precision	Currencycode Strict Recall	Currencycode Strict F1	Currencycode Ent Type Precision	Currencycode Ent Type Recall	Currencycode Ent Type F1	Currencycode Partial Precision	Currencycode Partial Recall	Currencycode Partial F1	Currencycode Exact Precision	Currencycode Exact Recall	Currencycode Exact F1	Hotelvatnumber Strict Precision	Hotelvatnumber Strict Recall	Hotelvatnumber Strict F1	Hotelvatnumber Ent Type Precision	Hotelvatnumber Ent Type Recall	Hotelvatnumber Ent Type F1	Hotelvatnumber Partial Precision	Hotelvatnumber Partial Recall	Hotelvatnumber Partial F1	Hotelvatnumber Exact Precision	Hotelvatnumber Exact Recall	Hotelvatnumber Exact F1	Checkin Strict Precision	Checkin Strict Recall	Checkin Strict F1	Checkin Ent Type Precision	Checkin Ent Type Recall	Checkin Ent Type F1	Checkin Partial Precision	Checkin Partial Recall	Checkin Partial F1	Checkin Exact Precision	Checkin Exact Recall	Checkin Exact F1	Grossamount Strict Precision	Grossamount Strict Recall	Grossamount Strict F1	Grossamount Ent Type Precision	Grossamount Ent Type Recall	Grossamount Ent Type F1	Grossamount Partial Precision	Grossamount Partial Recall	Grossamount Partial F1	Grossamount Exact Precision	Grossamount Exact Recall	Grossamount Exact F1	Roomno Strict Precision	Roomno Strict Recall	Roomno Strict F1	Roomno Ent Type Precision	Roomno Ent Type Recall	Roomno Ent Type F1	Roomno Partial Precision	Roomno Partial Recall	Roomno Partial F1	Roomno Exact Precision	Roomno Exact Recall	Roomno Exact F1	Invoicedate Strict Precision	Invoicedate Strict Recall	Invoicedate Strict F1	Invoicedate Ent Type Precision	Invoicedate Ent Type Recall	Invoicedate Ent Type F1	Invoicedate Partial Precision	Invoicedate Partial Recall	Invoicedate Partial F1	Invoicedate Exact Precision	Invoicedate Exact Recall	Invoicedate Exact F1	Companycity Strict Precision	Companycity Strict Recall	Companycity Strict F1	Companycity Ent Type Precision	Companycity Ent Type Recall	Companycity Ent Type F1	Companycity Partial Precision	Companycity Partial Recall	Companycity Partial F1	Companycity Exact Precision	Companycity Exact Recall	Companycity Exact F1	Bookingnumber Strict Precision	Bookingnumber Strict Recall	Bookingnumber Strict F1	Bookingnumber Ent Type Precision	Bookingnumber Ent Type Recall	Bookingnumber Ent Type F1	Bookingnumber Partial Precision	Bookingnumber Partial Recall	Bookingnumber Partial F1	Bookingnumber Exact Precision	Bookingnumber Exact Recall	Bookingnumber Exact F1	Hotelemail Strict Precision	Hotelemail Strict Recall	Hotelemail Strict F1	Hotelemail Ent Type Precision	Hotelemail Ent Type Recall	Hotelemail Ent Type F1	Hotelemail Partial Precision	Hotelemail Partial Recall	Hotelemail Partial F1	Hotelemail Exact Precision	Hotelemail Exact Recall	Hotelemail Exact F1	Cardnumber Partial Precision	Cardnumber Partial Recall	Cardnumber Partial F1	Cardnumber Exact Precision	Cardnumber Exact Recall	Cardnumber Exact F1
69.1326	0.9644	22	4.4627	0.3887	0.7388	0.5094	0.4178	0.7940	0.5475	0.4766	0.9058	0.6246	0.4490	0.8533	0.5884	0.0056	0.6749	0.0111	0.0060	0.7214	0.0119	0.0073	0.8777	0.0144	0.0064	0.7678	0.0126	0.0059	0.4989	0.0116	0.0061	0.5141	0.0120	0.0101	0.8536	0.0199	0.0095	0.8048	0.0188	0.0198	0.7548	0.0387	0.0209	0.7960	0.0408	0.0237	0.9023	0.0462	0.0216	0.8199	0.0420	0.0004	0.0499	0.0009	0.0005	0.0557	0.0010	0.0083	0.9457	0.0164	0.0081	0.9238	0.0160	0.0	0.0	0	0.0015	0.7256	0.0031	0.0014	0.6585	0.0028	0.0530	0.6543	0.0981	0.0629	0.7768	0.1164	0.0681	0.8408	0.1260	0.0586	0.7238	0.1085	0.0012	0.4138	0.0025	0.0013	0.4310	0.0026	0.0027	0.9052	0.0054	0.0026	0.8793	0.0052	0.0021	0.5926	0.0041	0.0021	0.6	0.0042	0.0032	0.9074	0.0063	0.0030	0.8593	0.0060	0.0415	0.9224	0.0794	0.0416	0.9241	0.0795	0.0431	0.9579	0.0825	0.0429	0.9549	0.0822	0.0072	0.5499	0.0142	0.0072	0.5519	0.0142	0.0125	0.9618	0.0248	0.0125	0.9589	0.0247	0.0	0.0	0	0.0	0.0	0	0.0001	0.3333	0.0001	0.0	0.0	0	0.0542	0.8900	0.1022	0.0577	0.9466	0.1087	0.0585	0.9599	0.1103	0.0566	0.9290	0.1067	0.0014	0.3699	0.0028	0.0014	0.3836	0.0029	0.0014	0.3767	0.0028	0.0014	0.3699	0.0028	0.0522	0.8612	0.0983	0.0538	0.8890	0.1015	0.0557	0.9193	0.1050	0.0534	0.8817	0.1007	0.0405	0.5402	0.0754	0.0607	0.8092	0.1129	0.0562	0.7498	0.1046	0.0415	0.5536	0.0773	0.0157	0.5320	0.0305	0.0184	0.6232	0.0357	0.0226	0.7673	0.0440	0.0182	0.6155	0.0353	0.0293	0.7770	0.0564	0.0296	0.7862	0.0571	0.0357	0.9490	0.0689	0.0352	0.9358	0.0679	0.0068	0.8444	0.0135	0.0058	0.7175	0.0115	0.0051	0.6450	0.0101	0.0051	0.6515	0.0102	0.0075	0.9560	0.0149	0.0074	0.9414	0.0147	0.0512	0.9012	0.0969	0.0518	0.9111	0.0980	0.0554	0.9745	0.1048	0.0545	0.9592	0.1032	0.0595	0.8170	0.1109	0.0667	0.9164	0.1244	0.0650	0.8928	0.1212	0.0600	0.8239	0.1118	0.0045	0.5861	0.0090	0.0047	0.6093	0.0094	0.0071	0.9123	0.0140	0.0069	0.8841	0.0136	0.0257	0.7321	0.0497	0.0267	0.7584	0.0515	0.0332	0.9446	0.0641	0.0323	0.9204	0.0625	0.0092	0.5882	0.0181	0.0092	0.5899	0.0181	0.0143	0.9158	0.0281	0.0140	0.8987	0.0276	0.0922	0.9053	0.1673	0.0923	0.9067	0.1676	0.0987	0.9698	0.1792	0.0980	0.9623	0.1778	0.0111	0.6237	0.0218	0.0114	0.6409	0.0224	0.0163	0.9170	0.0320	0.0157	0.8856	0.0309	0.0003	0.0361	0.0006	0.0004	0.0422	0.0007	0.0081	0.9458	0.0160	0.0078	0.9127	0.0154	0.0133	0.5468	0.0259	0.0147	0.6040	0.0287	0.0221	0.9080	0.0431	0.0211	0.8701	0.0413	0.0517	0.7340	0.0967	0.0529	0.7498	0.0988	0.0634	0.8993	0.1184	0.0623	0.8844	0.1165	0.0003	0.0396	0.0007	0.0003	0.0396	0.0007	0.0080	0.9527	0.0159	0.0078	0.9299	0.0155	0.0527	0.9004	0.0996	0.0541	0.925	0.1023	0.0555	0.9487	0.1049	0.0544	0.9292	0.1028	0.0015	0.3774	0.0031	0.0018	0.4277	0.0035	0.0032	0.7767	0.0063	0.0030	0.7233	0.0059	0.0302	0.9020	0.0584	0.0312	0.9342	0.0604	0.0325	0.9712	0.0628	0.0319	0.9529	0.0616	0.0010	0.5968	0.0019	0.0004	0.2419	0.0008
53.1721	1.9644	44	3.2304	0.4098	0.7118	0.5202	0.4382	0.7612	0.5563	0.5147	0.8940	0.6532	0.4815	0.8364	0.6111	0.0062	0.6616	0.0122	0.0065	0.7039	0.0130	0.0080	0.8640	0.0159	0.0070	0.7553	0.0139	0.0075	0.4498	0.0148	0.0079	0.4732	0.0156	0.0138	0.8244	0.0271	0.0129	0.7726	0.0254	0.0219	0.7451	0.0425	0.0231	0.7854	0.0448	0.0265	0.9021	0.0515	0.0240	0.8182	0.0467	0.0004	0.0441	0.0009	0.0005	0.0468	0.0009	0.0094	0.9174	0.0185	0.0091	0.8926	0.0180	0.0	0.0	0	0.0022	0.6920	0.0044	0.0019	0.5982	0.0038	0.0615	0.6216	0.1119	0.0714	0.7225	0.1300	0.0807	0.8159	0.1468	0.0677	0.6848	0.1232	0.0013	0.4327	0.0025	0.0013	0.4423	0.0026	0.0026	0.8894	0.0052	0.0025	0.8558	0.0050	0.0023	0.5161	0.0045	0.0023	0.5226	0.0046	0.0037	0.8355	0.0073	0.0035	0.7935	0.0069	0.0456	0.9155	0.0869	0.0457	0.9171	0.0871	0.0476	0.9550	0.0907	0.0474	0.9512	0.0903	0.0085	0.5560	0.0167	0.0086	0.5633	0.0169	0.0144	0.9431	0.0283	0.0143	0.9376	0.0281	0.0000	0.0227	0.0001	0.0000	0.0227	0.0001	0.0006	0.5	0.0012	0.0002	0.1364	0.0003	0.0599	0.8844	0.1122	0.0637	0.9399	0.1193	0.0649	0.9580	0.1216	0.0628	0.9266	0.1176	0.0043	0.7917	0.0085	0.0045	0.8281	0.0089	0.0048	0.8906	0.0096	0.0047	0.8646	0.0093	0.0573	0.8698	0.1075	0.0587	0.8911	0.1101	0.0612	0.9294	0.1148	0.0588	0.8923	0.1102	0.0488	0.5512	0.0897	0.0696	0.7860	0.1279	0.0672	0.7589	0.1235	0.0504	0.5693	0.0927	0.0185	0.5308	0.0357	0.0213	0.6104	0.0411	0.0263	0.7555	0.0508	0.0210	0.6033	0.0406	0.0351	0.7844	0.0672	0.0355	0.7922	0.0679	0.0427	0.9546	0.0818	0.0422	0.9425	0.0808	0.0082	0.8130	0.0163	0.0069	0.6787	0.0136	0.0056	0.5625	0.0110	0.0057	0.5795	0.0113	0.0090	0.9062	0.0177	0.0087	0.8807	0.0172	0.0562	0.9026	0.1058	0.0567	0.9111	0.1068	0.0608	0.9769	0.1145	0.0600	0.9633	0.1129	0.0657	0.7853	0.1212	0.0744	0.8897	0.1374	0.0737	0.8805	0.1359	0.0667	0.7974	0.1231	0.0053	0.5828	0.0106	0.0054	0.5920	0.0108	0.0085	0.9294	0.0169	0.0083	0.9110	0.0165	0.0318	0.7282	0.0610	0.0331	0.7581	0.0635	0.0406	0.9303	0.0779	0.0395	0.9049	0.0757	0.0103	0.4229	0.0200	0.0103	0.4251	0.0202	0.0205	0.8429	0.0400	0.0198	0.8137	0.0386	0.1013	0.8804	0.1817	0.1014	0.8817	0.1819	0.1109	0.9638	0.1989	0.1090	0.9477	0.1956	0.0128	0.6322	0.0250	0.0130	0.6446	0.0255	0.0186	0.9215	0.0365	0.0179	0.8884	0.0352	0.0003	0.0315	0.0007	0.0004	0.0367	0.0008	0.0096	0.8976	0.0190	0.0092	0.8583	0.0182	0.0186	0.5179	0.0360	0.0197	0.5484	0.0381	0.0304	0.8459	0.0588	0.0292	0.8108	0.0563	0.0651	0.6737	0.1187	0.0666	0.6892	0.1215	0.0848	0.8775	0.1546	0.0818	0.8464	0.1491	0.0004	0.0383	0.0008	0.0004	0.0383	0.0008	0.0094	0.9180	0.0187	0.0091	0.8852	0.0180	0.0577	0.8978	0.1084	0.0591	0.9205	0.1111	0.0609	0.9472	0.1144	0.0596	0.9280	0.1120	0.0023	0.3905	0.0046	0.0025	0.4143	0.0049	0.0050	0.8429	0.0099	0.0049	0.8190	0.0096	0.0332	0.8856	0.0640	0.0344	0.9169	0.0662	0.0358	0.9555	0.0690	0.0351	0.9373	0.0677	0.0029	0.6012	0.0057	0.0017	0.3512	0.0033
27.121	2.9644	66	1.7603	0.4914	0.5566	0.5220	0.5511	0.6242	0.5854	0.6969	0.7894	0.7403	0.6301	0.7137	0.6693	0.0117	0.6152	0.0229	0.0124	0.6545	0.0244	0.0160	0.8413	0.0313	0.0140	0.7360	0.0274	0.0184	0.3944	0.0352	0.0197	0.4212	0.0376	0.0359	0.7693	0.0686	0.0331	0.7084	0.0632	0.0408	0.7223	0.0773	0.0431	0.7623	0.0816	0.0499	0.8825	0.0945	0.0451	0.7976	0.0854	0.0009	0.0438	0.0017	0.0009	0.0466	0.0018	0.0174	0.8945	0.0341	0.0169	0.8685	0.0332	0.0	0.0	0	0.0058	0.6185	0.0114	0.0050	0.5376	0.0099	0.1102	0.5662	0.1845	0.1279	0.6574	0.2142	0.1509	0.7757	0.2527	0.1251	0.6427	0.2094	0.0024	0.5294	0.0048	0.0025	0.5529	0.0051	0.0039	0.8471	0.0077	0.0037	0.8118	0.0074	0.0042	0.4756	0.0083	0.0044	0.5	0.0088	0.0072	0.8201	0.0144	0.0068	0.7744	0.0136	0.0856	0.8862	0.1561	0.0857	0.8872	0.1563	0.0910	0.9418	0.1659	0.0903	0.9347	0.1647	0.0160	0.5549	0.0311	0.0161	0.5586	0.0313	0.0264	0.9148	0.0513	0.0262	0.9084	0.0509	0.0001	0.0045	0.0001	0.0001	0.0045	0.0001	0.0051	0.4279	0.0101	0.0018	0.1486	0.0035	0.1092	0.8597	0.1938	0.1150	0.9051	0.2040	0.1189	0.9360	0.2110	0.1154	0.9089	0.2048	0.1534	0.3002	0.2031	0.2264	0.4429	0.2996	0.3051	0.5971	0.4039	0.2476	0.4845	0.3277	0.1035	0.8523	0.1846	0.1065	0.8772	0.1900	0.1116	0.9193	0.1991	0.1066	0.8780	0.1902	0.0964	0.5092	0.1621	0.1373	0.7251	0.2308	0.1395	0.7370	0.2346	0.1028	0.5430	0.1729	0.0398	0.5683	0.0744	0.0428	0.6105	0.0799	0.0538	0.7682	0.1006	0.0455	0.6490	0.0850	0.0722	0.7897	0.1324	0.0727	0.7951	0.1333	0.0879	0.9608	0.1610	0.0867	0.9481	0.1589	0.0199	0.6516	0.0386	0.0146	0.4783	0.0283	0.0129	0.4209	0.0250	0.0133	0.4365	0.0259	0.0198	0.6470	0.0384	0.0192	0.6278	0.0373	0.1019	0.8858	0.1828	0.1030	0.8958	0.1848	0.1113	0.9680	0.1997	0.1093	0.9506	0.1961	0.1170	0.7147	0.2011	0.1363	0.8325	0.2343	0.1374	0.8388	0.2361	0.1209	0.7383	0.2078	0.0102	0.5380	0.0200	0.0104	0.5493	0.0204	0.0170	0.8958	0.0333	0.0165	0.8732	0.0325	0.0656	0.7243	0.1203	0.0693	0.7653	0.1271	0.0838	0.9253	0.1537	0.0807	0.8906	0.1480	0.0193	0.3996	0.0368	0.0194	0.4017	0.0370	0.0375	0.7765	0.0716	0.0361	0.7473	0.0689	0.1759	0.8718	0.2927	0.1762	0.8733	0.2932	0.1933	0.9583	0.3217	0.1901	0.9423	0.3164	0.0242	0.6364	0.0466	0.0244	0.6433	0.0471	0.0345	0.9084	0.0665	0.0335	0.8802	0.0645	0.0006	0.0248	0.0012	0.0007	0.0290	0.0015	0.0193	0.7526	0.0377	0.0181	0.7060	0.0354	0.0687	0.4916	0.1205	0.0768	0.5495	0.1347	0.1102	0.7889	0.1934	0.1015	0.7268	0.1782	0.1159	0.3878	0.1784	0.1185	0.3967	0.1825	0.2217	0.7421	0.3414	0.2055	0.6879	0.3165	0.0007	0.0311	0.0015	0.0008	0.0333	0.0016	0.0205	0.8589	0.0401	0.0195	0.8156	0.0381	0.1045	0.8780	0.1869	0.1070	0.8986	0.1912	0.1117	0.9380	0.1996	0.1094	0.9184	0.1954	0.0047	0.2785	0.0093	0.0056	0.3291	0.0109	0.0128	0.7595	0.0253	0.0115	0.6772	0.0225	0.0619	0.8632	0.1155	0.0641	0.8935	0.1196	0.0671	0.9351	0.1251	0.0657	0.9168	0.1227	0.0092	0.4778	0.0181	0.0055	0.2833	0.0107
20.4871	3.9644	88	1.2554	0.5574	0.5277	0.5421	0.6270	0.5936	0.6098	0.8200	0.7764	0.7976	0.7369	0.6977	0.7168	0.0276	0.5737	0.0526	0.0293	0.6105	0.0560	0.0397	0.8263	0.0758	0.0348	0.7237	0.0664	0.0538	0.3068	0.0915	0.0581	0.3314	0.0989	0.1281	0.7304	0.2179	0.1134	0.6466	0.1929	0.0932	0.6954	0.1644	0.0963	0.7187	0.1699	0.1165	0.8689	0.2054	0.1065	0.7947	0.1879	0.0003	0.0110	0.0005	0.0005	0.0220	0.0010	0.0170	0.7170	0.0331	0.0159	0.6703	0.0310	0.0	0.0	0	0.0138	0.6987	0.0270	0.0125	0.6358	0.0246	0.2159	0.4767	0.2972	0.2547	0.5622	0.3505	0.3234	0.7138	0.4451	0.2589	0.5715	0.3563	0.0058	0.6567	0.0115	0.0060	0.6866	0.0120	0.0074	0.8433	0.0147	0.0070	0.7910	0.0138	0.0100	0.5385	0.0197	0.0103	0.5524	0.0202	0.0160	0.8601	0.0314	0.0151	0.8112	0.0296	0.1876	0.8516	0.3075	0.1882	0.8544	0.3085	0.2038	0.9253	0.3341	0.2019	0.9165	0.3309	0.0345	0.5009	0.0646	0.0348	0.5045	0.0650	0.0580	0.8418	0.1085	0.0569	0.8264	0.1065	0.0001	0.0056	0.0003	0.0001	0.0056	0.0003	0.0095	0.4050	0.0185	0.0042	0.1788	0.0082	0.2229	0.7813	0.3468	0.2375	0.8325	0.3696	0.2511	0.8804	0.3908	0.2387	0.8366	0.3714	0.3072	0.3347	0.3204	0.4042	0.4403	0.4214	0.6245	0.6803	0.6512	0.5408	0.5891	0.5639	0.2154	0.8517	0.3438	0.2218	0.8772	0.3541	0.2308	0.9128	0.3684	0.2207	0.8728	0.3523	0.2018	0.4974	0.2871	0.2799	0.6897	0.3982	0.2964	0.7303	0.4216	0.2172	0.5352	0.3090	0.0919	0.5660	0.1582	0.0991	0.6101	0.1705	0.1226	0.7551	0.2110	0.1026	0.6317	0.1765	0.1613	0.7860	0.2677	0.1629	0.7938	0.2703	0.1962	0.9563	0.3256	0.1934	0.9426	0.3210	0.0406	0.7465	0.0770	0.0324	0.5949	0.0614	0.0338	0.3575	0.0618	0.0357	0.3773	0.0652	0.0549	0.5805	0.1003	0.0525	0.5554	0.0960	0.2139	0.8806	0.3443	0.2164	0.8906	0.3482	0.2328	0.9584	0.3747	0.2290	0.9426	0.3685	0.2250	0.5050	0.3113	0.2750	0.6171	0.3804	0.3101	0.6959	0.4290	0.2501	0.5613	0.3460	0.0236	0.4987	0.0451	0.0246	0.5201	0.0470	0.0398	0.8405	0.0760	0.0386	0.8150	0.0737	0.1546	0.7097	0.2538	0.1618	0.7430	0.2658	0.1986	0.9118	0.3262	0.1919	0.8812	0.3152	0.0420	0.4158	0.0762	0.0431	0.4267	0.0782	0.0729	0.7224	0.1325	0.0699	0.6921	0.1269	0.3375	0.8648	0.4855	0.3380	0.8663	0.4863	0.3688	0.9451	0.5305	0.3652	0.9359	0.5254	0.0595	0.6626	0.1092	0.0606	0.6748	0.1112	0.0826	0.9204	0.1517	0.0805	0.8961	0.1477	0.0008	0.0173	0.0015	0.0009	0.0202	0.0017	0.0251	0.5636	0.0481	0.0236	0.5289	0.0452	0.1768	0.4498	0.2538	0.1934	0.4922	0.2777	0.3168	0.8059	0.4548	0.2890	0.7353	0.4149	0.2284	0.5026	0.3140	0.2340	0.5149	0.3218	0.3527	0.7761	0.4850	0.3305	0.7273	0.4545	0.0006	0.0243	0.0013	0.0009	0.0340	0.0018	0.0187	0.6990	0.0364	0.0175	0.6553	0.0341	0.2198	0.8797	0.3518	0.2246	0.8987	0.3594	0.2339	0.9360	0.3743	0.2298	0.9197	0.3677	0.0129	0.2194	0.0243	0.0163	0.2774	0.0307	0.0405	0.6903	0.0765	0.0335	0.5720	0.0634	0.1402	0.8700	0.2414	0.1442	0.8951	0.2484	0.1520	0.9437	0.2619	0.1496	0.9284	0.2576	0.0175	0.5	0.0338	0.0102	0.2915	0.0197
19.6852	4.9644	110	1.0451	0.5800	0.5370	0.5577	0.6495	0.6012	0.6244	0.8269	0.7655	0.7951	0.7449	0.6896	0.7162	0.0292	0.5707	0.0556	0.0311	0.6073	0.0592	0.0425	0.8285	0.0808	0.0370	0.7225	0.0704	0.0605	0.3062	0.1010	0.0667	0.3378	0.1114	0.1350	0.6837	0.2255	0.12	0.6076	0.2004	0.0989	0.6959	0.1732	0.1025	0.7208	0.1794	0.1230	0.8655	0.2154	0.1127	0.7930	0.1974	0.0	0.0	0	0.0	0.0	0	0.0129	0.7881	0.0254	0.0124	0.7542	0.0243	0.0001	0.0104	0.0003	0.0044	0.3281	0.0087	0.0034	0.25	0.0066	0.2350	0.4625	0.3116	0.2765	0.5441	0.3666	0.3539	0.6965	0.4693	0.2863	0.5635	0.3797	0.0071	0.5204	0.0140	0.0077	0.5612	0.0151	0.0113	0.8265	0.0222	0.0106	0.7755	0.0209	0.0121	0.5366	0.0237	0.0127	0.5610	0.0248	0.0197	0.8720	0.0386	0.0186	0.8232	0.0364	0.1982	0.8516	0.3216	0.1989	0.8544	0.3227	0.2174	0.9341	0.3528	0.2156	0.9263	0.3498	0.0331	0.5071	0.0622	0.0334	0.5112	0.0627	0.0544	0.8320	0.1021	0.0532	0.8147	0.0999	0.0	0.0	0	0.0001	0.0132	0.0003	0.0028	0.2632	0.0056	0.0013	0.1184	0.0025	0.2334	0.7403	0.3549	0.2510	0.7962	0.3817	0.2724	0.8640	0.4142	0.2550	0.8089	0.3878	0.3596	0.3913	0.3748	0.4512	0.4910	0.4703	0.6292	0.6847	0.6558	0.5531	0.6019	0.5765	0.2261	0.8472	0.3570	0.2332	0.8739	0.3682	0.2440	0.9143	0.3853	0.2324	0.8707	0.3669	0.2132	0.4960	0.2982	0.2944	0.6851	0.4118	0.3147	0.7323	0.4402	0.2318	0.5395	0.3243	0.0994	0.5885	0.1701	0.1054	0.6239	0.1803	0.1310	0.7758	0.2242	0.1109	0.6565	0.1897	0.1695	0.7925	0.2792	0.1707	0.7982	0.2812	0.2040	0.9540	0.3361	0.2013	0.9415	0.3317	0.0263	0.6587	0.0506	0.0202	0.5051	0.0388	0.0425	0.4217	0.0773	0.0449	0.4450	0.0815	0.0706	0.7005	0.1283	0.0670	0.6649	0.1218	0.2255	0.8703	0.3582	0.2277	0.8788	0.3617	0.2475	0.9553	0.3931	0.2428	0.9370	0.3856	0.2351	0.3774	0.2897	0.2984	0.4792	0.3678	0.3804	0.6107	0.4688	0.3043	0.4886	0.3751	0.0266	0.4523	0.0502	0.0283	0.4818	0.0535	0.0494	0.8409	0.0934	0.0469	0.7977	0.0886	0.1690	0.6920	0.2716	0.1766	0.7233	0.2839	0.2170	0.8887	0.3488	0.2087	0.8547	0.3355	0.0453	0.4333	0.0820	0.0467	0.4469	0.0846	0.0795	0.7599	0.1439	0.0750	0.7173	0.1358	0.3509	0.8561	0.4978	0.3515	0.8576	0.4986	0.3840	0.9368	0.5447	0.3807	0.9288	0.5400	0.0637	0.6592	0.1162	0.0650	0.6724	0.1186	0.0870	0.8999	0.1587	0.0841	0.8700	0.1534	0.0006	0.0229	0.0011	0.0006	0.0229	0.0011	0.0122	0.5029	0.0239	0.0110	0.4514	0.0214	0.1915	0.4541	0.2694	0.2079	0.4930	0.2925	0.3287	0.7794	0.4624	0.3011	0.7138	0.4235	0.2423	0.5257	0.3317	0.2481	0.5383	0.3396	0.3597	0.7806	0.4925	0.3407	0.7392	0.4664	0.0003	0.0134	0.0005	0.0004	0.0201	0.0008	0.0093	0.4463	0.0182	0.0084	0.4027	0.0164	0.2304	0.8670	0.3640	0.2361	0.8884	0.3731	0.2460	0.9255	0.3886	0.2409	0.9067	0.3807	0.0150	0.2545	0.0284	0.0171	0.2886	0.0322	0.0416	0.7034	0.0785	0.0368	0.6227	0.0695	0.1482	0.8658	0.2531	0.1520	0.8878	0.2595	0.1615	0.9432	0.2757	0.1590	0.9291	0.2716	0.0114	0.4940	0.0222	0.0065	0.2831	0.0127
15.5714	5.9644	132	0.9538	0.6043	0.5616	0.5822	0.6702	0.6230	0.6458	0.8410	0.7817	0.8103	0.7660	0.7120	0.7380	0.0316	0.5722	0.0598	0.0337	0.6115	0.0639	0.0459	0.8320	0.0870	0.0400	0.7244	0.0757	0.0650	0.3331	0.1088	0.0720	0.3686	0.1204	0.1276	0.6538	0.2136	0.1123	0.5751	0.1879	0.1060	0.6961	0.1840	0.1102	0.7236	0.1913	0.1324	0.8691	0.2297	0.1209	0.7940	0.2099	0.0	0.0	0	0.0	0.0	0	0.0123	0.7477	0.0242	0.0119	0.7248	0.0234	0.0002	0.0154	0.0003	0.0022	0.2231	0.0044	0.0017	0.1692	0.0033	0.2600	0.4620	0.3328	0.3001	0.5333	0.3841	0.3985	0.7082	0.5100	0.3353	0.5958	0.4291	0.0087	0.4754	0.0171	0.0089	0.4836	0.0174	0.0146	0.7951	0.0286	0.0140	0.7623	0.0275	0.0138	0.5110	0.0270	0.0144	0.5330	0.0281	0.0233	0.8599	0.0454	0.0219	0.8077	0.0426	0.2111	0.8630	0.3392	0.2118	0.8659	0.3403	0.2282	0.9332	0.3668	0.2266	0.9264	0.3641	0.0384	0.5255	0.0715	0.0385	0.5275	0.0718	0.0616	0.8441	0.1149	0.0607	0.8314	0.1131	0.0	0.0	0	0.0	0.0	0	0.0011	0.175	0.0021	0.0005	0.075	0.0009	0.2507	0.7352	0.3738	0.2656	0.7791	0.3962	0.2964	0.8693	0.4420	0.2787	0.8175	0.4157	0.3945	0.4352	0.4138	0.4846	0.5346	0.5084	0.6538	0.7213	0.6859	0.5798	0.6396	0.6082	0.2403	0.8496	0.3747	0.2478	0.8759	0.3863	0.2598	0.9185	0.4051	0.2470	0.8732	0.3851	0.2358	0.5199	0.3244	0.3121	0.6883	0.4295	0.3352	0.7391	0.4612	0.2565	0.5657	0.3530	0.1073	0.5874	0.1815	0.1130	0.6182	0.1910	0.1413	0.7731	0.2389	0.1193	0.6531	0.2018	0.1811	0.7945	0.2950	0.1824	0.8002	0.2971	0.2183	0.9577	0.3556	0.2155	0.9452	0.3510	0.0236	0.7098	0.0457	0.0188	0.5670	0.0365	0.0492	0.4631	0.0890	0.0509	0.4789	0.0920	0.0784	0.7375	0.1417	0.0750	0.7058	0.1356	0.2395	0.8718	0.3758	0.2418	0.8799	0.3793	0.2625	0.9552	0.4118	0.2573	0.9365	0.4037	0.2753	0.4396	0.3386	0.3362	0.5370	0.4136	0.4168	0.6656	0.5126	0.3590	0.5733	0.4415	0.0281	0.4212	0.0527	0.0306	0.4579	0.0573	0.0528	0.7905	0.0989	0.0494	0.7408	0.0927	0.1849	0.6504	0.2879	0.1972	0.6936	0.3071	0.2419	0.8508	0.3767	0.2294	0.8070	0.3573	0.0498	0.4723	0.0902	0.0505	0.4789	0.0914	0.0848	0.8034	0.1534	0.0812	0.7691	0.1468	0.3682	0.8546	0.5147	0.3689	0.8560	0.5156	0.4033	0.9360	0.5637	0.3997	0.9277	0.5587	0.0699	0.6597	0.1265	0.0713	0.6727	0.1290	0.0951	0.8974	0.1720	0.0920	0.8675	0.1663	0.0002	0.0067	0.0003	0.0003	0.0133	0.0006	0.0075	0.33	0.0146	0.0061	0.2667	0.0118	0.2083	0.4848	0.2914	0.2238	0.5208	0.3131	0.3357	0.7814	0.4696	0.3086	0.7183	0.4317	0.2602	0.5362	0.3503	0.2658	0.5478	0.3580	0.3750	0.7729	0.5050	0.3568	0.7353	0.4805	0.0003	0.0143	0.0006	0.0005	0.0214	0.0009	0.0060	0.2821	0.0117	0.0042	0.2	0.0083	0.2443	0.8670	0.3812	0.2509	0.8904	0.3915	0.2617	0.9287	0.4083	0.2563	0.9095	0.3999	0.0171	0.2970	0.0323	0.0184	0.3198	0.0348	0.0402	0.6992	0.0761	0.0370	0.6421	0.0699	0.1585	0.8642	0.2678	0.1625	0.8861	0.2746	0.1734	0.9458	0.2931	0.1705	0.9300	0.2882	0.0081	0.5095	0.0159	0.0047	0.2952	0.0092
14.6349	6.9644	154	0.9019	0.6181	0.5722	0.5943	0.6832	0.6325	0.6569	0.8454	0.7826	0.8128	0.7728	0.7154	0.7430	0.0323	0.5737	0.0611	0.0345	0.6132	0.0653	0.0469	0.8342	0.0889	0.0409	0.7263	0.0774	0.0679	0.3240	0.1122	0.0738	0.3521	0.1220	0.1289	0.6153	0.2132	0.1142	0.5450	0.1888	0.1083	0.6982	0.1875	0.1126	0.7257	0.1949	0.1349	0.8693	0.2335	0.1230	0.7928	0.2129	0.0	0.0	0	0.0	0.0	0	0.0122	0.7524	0.0240	0.0117	0.7238	0.0231	0.0	0.0	0	0.0017	0.2292	0.0034	0.0014	0.1875	0.0028	0.2737	0.4901	0.3513	0.3134	0.5613	0.4022	0.4046	0.7246	0.5193	0.3477	0.6226	0.4462	0.0092	0.4615	0.0181	0.0095	0.4769	0.0187	0.0165	0.8269	0.0324	0.0158	0.7923	0.0310	0.0143	0.5027	0.0278	0.0149	0.5241	0.0290	0.0240	0.8422	0.0466	0.0222	0.7807	0.0432	0.2160	0.8654	0.3457	0.2167	0.8683	0.3468	0.2338	0.9370	0.3743	0.2322	0.9306	0.3717	0.0393	0.5492	0.0734	0.0395	0.5512	0.0736	0.0610	0.8525	0.1139	0.0603	0.8422	0.1125	0.0	0.0	0	0.0	0.0	0	0.0007	0.1731	0.0014	0.0003	0.0769	0.0006	0.2570	0.7531	0.3832	0.2709	0.7939	0.4039	0.2999	0.8789	0.4472	0.2844	0.8334	0.4240	0.4217	0.4689	0.4440	0.5113	0.5686	0.5384	0.6540	0.7272	0.6886	0.5840	0.6494	0.6150	0.2449	0.8525	0.3805	0.2522	0.8781	0.3919	0.2647	0.9215	0.4113	0.2520	0.8773	0.3915	0.2461	0.5391	0.3380	0.3191	0.6988	0.4381	0.3414	0.7478	0.4688	0.2667	0.5840	0.3662	0.1100	0.5996	0.1859	0.1153	0.6287	0.1949	0.1438	0.7838	0.2430	0.1221	0.6657	0.2064	0.1837	0.7936	0.2984	0.1857	0.8020	0.3015	0.2210	0.9547	0.3589	0.2178	0.9408	0.3537	0.0214	0.6755	0.0415	0.0167	0.5288	0.0325	0.0505	0.5029	0.0917	0.0525	0.5229	0.0954	0.0766	0.7629	0.1392	0.0731	0.7278	0.1328	0.2438	0.8702	0.3809	0.2462	0.8788	0.3846	0.2677	0.9554	0.4182	0.2621	0.9355	0.4095	0.2908	0.4201	0.3437	0.3555	0.5135	0.4201	0.4593	0.6634	0.5428	0.3931	0.5678	0.4646	0.0297	0.404	0.0553	0.0315	0.428	0.0586	0.0561	0.763	0.1045	0.0529	0.72	0.0986	0.1923	0.6517	0.2969	0.2058	0.6977	0.3179	0.2517	0.8531	0.3887	0.2386	0.8087	0.3685	0.0501	0.4770	0.0907	0.0513	0.4878	0.0928	0.0849	0.8083	0.1537	0.0809	0.7696	0.1464	0.3742	0.8662	0.5226	0.3748	0.8677	0.5235	0.4086	0.9459	0.5707	0.4060	0.9399	0.5671	0.0715	0.6597	0.1290	0.0726	0.6701	0.1310	0.0966	0.8916	0.1743	0.0933	0.8610	0.1683	0.0002	0.0073	0.0003	0.0003	0.0146	0.0006	0.0063	0.2956	0.0123	0.0051	0.2409	0.0100	0.2156	0.5007	0.3015	0.2308	0.5359	0.3226	0.3313	0.7692	0.4631	0.3048	0.7077	0.4261	0.2637	0.5118	0.3481	0.2697	0.5234	0.3560	0.3906	0.7581	0.5155	0.3708	0.7197	0.4894	0.0003	0.0142	0.0006	0.0005	0.0213	0.0009	0.0054	0.2482	0.0106	0.0040	0.1844	0.0079	0.2489	0.8679	0.3869	0.2561	0.8929	0.3981	0.2665	0.9290	0.4141	0.2608	0.9092	0.4053	0.0178	0.3173	0.0338	0.0189	0.336	0.0357	0.0389	0.692	0.0736	0.0359	0.64	0.0681	0.1623	0.8713	0.2736	0.1656	0.8892	0.2793	0.1772	0.9515	0.2988	0.1746	0.9374	0.2944	0.0056	0.4737	0.0110	0.0028	0.2368	0.0055
14.0652	7.9644	176	0.8858	0.6237	0.5767	0.5993	0.6880	0.6361	0.6610	0.8486	0.7847	0.8154	0.7772	0.7186	0.7467	0.0331	0.5737	0.0625	0.0354	0.6132	0.0668	0.0479	0.8316	0.0907	0.0417	0.7237	0.0789	0.0710	0.3148	0.1159	0.0770	0.3414	0.1257	0.1361	0.6034	0.2221	0.1204	0.5338	0.1965	0.1110	0.7005	0.1916	0.1151	0.7263	0.1987	0.1381	0.8713	0.2383	0.1261	0.7960	0.2177	0.0	0.0	0	0.0	0.0	0	0.0126	0.7644	0.0248	0.0120	0.7308	0.0237	0.0	0.0	0	0.0016	0.2222	0.0032	0.0013	0.1778	0.0025	0.2802	0.4869	0.3557	0.3202	0.5564	0.4065	0.4161	0.7230	0.5282	0.3583	0.6227	0.4549	0.0095	0.4545	0.0185	0.0098	0.4697	0.0191	0.0172	0.8258	0.0336	0.0165	0.7955	0.0324	0.0148	0.4948	0.0288	0.0155	0.5156	0.0300	0.0250	0.8333	0.0485	0.0231	0.7708	0.0449	0.2206	0.8631	0.3513	0.2214	0.8664	0.3527	0.2381	0.9318	0.3793	0.2363	0.9246	0.3764	0.0412	0.5511	0.0767	0.0414	0.5531	0.0770	0.0642	0.8577	0.1194	0.0633	0.8457	0.1178	0.0	0.0	0	0.0	0.0	0	0.0006	0.175	0.0011	0.0002	0.05	0.0003	0.2620	0.7564	0.3892	0.2762	0.7973	0.4103	0.3047	0.8796	0.4526	0.2892	0.8347	0.4295	0.4312	0.4770	0.4529	0.5188	0.5739	0.5450	0.6625	0.7328	0.6959	0.5936	0.6567	0.6236	0.2494	0.8515	0.3858	0.2571	0.8778	0.3977	0.2693	0.9194	0.4166	0.2561	0.8743	0.3961	0.2516	0.5441	0.3441	0.3246	0.7021	0.4440	0.3480	0.7527	0.4760	0.2739	0.5924	0.3746	0.1126	0.6003	0.1896	0.1179	0.6287	0.1986	0.1467	0.7824	0.2471	0.1248	0.6657	0.2102	0.1879	0.7957	0.3040	0.1896	0.8030	0.3068	0.2259	0.9568	0.3655	0.2229	0.9439	0.3606	0.0214	0.6782	0.0415	0.0167	0.5297	0.0324	0.0519	0.5116	0.0942	0.0536	0.5291	0.0974	0.0782	0.7711	0.1419	0.0747	0.7369	0.1356	0.2482	0.8716	0.3864	0.2509	0.8809	0.3906	0.2727	0.9575	0.4245	0.2669	0.9370	0.4154	0.3015	0.4344	0.3559	0.3665	0.5281	0.4328	0.4622	0.6660	0.5457	0.3982	0.5737	0.4701	0.0310	0.3766	0.0573	0.0325	0.3949	0.0601	0.0585	0.7102	0.1081	0.0552	0.6709	0.1021	0.1972	0.6513	0.3027	0.2127	0.7025	0.3265	0.2587	0.8547	0.3972	0.2448	0.8085	0.3757	0.0515	0.4777	0.0929	0.0526	0.4885	0.0950	0.0872	0.8092	0.1574	0.0829	0.7700	0.1497	0.3800	0.8701	0.5290	0.3807	0.8716	0.5299	0.4147	0.9495	0.5773	0.4123	0.9439	0.5739	0.0732	0.6563	0.1316	0.0745	0.6680	0.1340	0.0986	0.8850	0.1775	0.0950	0.8527	0.1710	0.0002	0.0073	0.0003	0.0003	0.0146	0.0006	0.0057	0.2628	0.0112	0.0043	0.1971	0.0084	0.2204	0.5086	0.3075	0.2351	0.5426	0.3281	0.3360	0.7755	0.4689	0.3095	0.7144	0.4319	0.2695	0.5206	0.3552	0.2754	0.5319	0.3629	0.3947	0.7623	0.5201	0.3754	0.7251	0.4947	0.0003	0.0145	0.0006	0.0005	0.0217	0.0009	0.0053	0.2428	0.0104	0.0040	0.1812	0.0078	0.2536	0.8693	0.3926	0.2609	0.8943	0.4039	0.2716	0.9309	0.4205	0.2656	0.9106	0.4113	0.0184	0.3125	0.0348	0.0198	0.3359	0.0374	0.0398	0.6758	0.0752	0.0364	0.6172	0.0687	0.1661	0.8740	0.2792	0.1691	0.8898	0.2842	0.1814	0.9542	0.3048	0.1788	0.9408	0.3005	0.0052	0.4779	0.0102	0.0027	0.25	0.0054

Framework versions

Transformers 4.48.0.dev0
Pytorch 2.3.1
Datasets 3.2.0
Tokenizers 0.21.0

nttaii
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bert-base-multilingual-cased-iob2-20250313100145

bert-base-multilingual-cased-iob2-20250313100145

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

Evaluation results