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bert-base-multilingual-cased-iob2-20250312160639
nttaii/bert-base-multilingual-cased-iob2-20250312160639
bert-base-multilingual-cased-iob2-20250312160639 is a token classification model from nttaii. Use it when you need labels on individual words, such as names. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Token Classification
- Library
- transformers
- Model type
- bert
- Access
- Public
- Created
- Mar 12, 2025
- Updated
- Mar 12, 2025
- SHA
- f40a09a1
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Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
bert-base-multilingual-cased-iob2-20250312160639
This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.3139
- Overall Strict Precision: 0.8419
- Overall Strict Recall: 0.8194
- Overall Strict F1: 0.8305
- Overall Ent Type Precision: 0.8816
- Overall Ent Type Recall: 0.8581
- Overall Ent Type F1: 0.8697
- Overall Partial Precision: 0.9317
- Overall Partial Recall: 0.9069
- Overall Partial F1: 0.9192
- Overall Exact Precision: 0.8990
- Overall Exact Recall: 0.8751
- Overall Exact F1: 0.8869
- Hotelname Strict Precision: 0.4909
- Hotelname Strict Recall: 0.7792
- Hotelname Strict F1: 0.6024
- Hotelname Ent Type Precision: 0.5343
- Hotelname Ent Type Recall: 0.8480
- Hotelname Ent Type F1: 0.6556
- Hotelname Partial Precision: 0.5476
- Hotelname Partial Recall: 0.8692
- Hotelname Partial F1: 0.6719
- Hotelname Exact Precision: 0.5039
- Hotelname Exact Recall: 0.7998
- Hotelname Exact F1: 0.6183
- Netamount Strict Precision: 0.3550
- Netamount Strict Recall: 0.6807
- Netamount Strict F1: 0.4667
- Netamount Ent Type Precision: 0.3832
- Netamount Ent Type Recall: 0.7346
- Netamount Ent Type F1: 0.5036
- Netamount Partial Precision: 0.4256
- Netamount Partial Recall: 0.8159
- Netamount Partial F1: 0.5594
- Netamount Exact Precision: 0.4077
- Netamount Exact Recall: 0.7816
- Netamount Exact F1: 0.5359
- Hoteladdress Strict Precision: 0.2251
- Hoteladdress Strict Recall: 0.7368
- Hoteladdress Strict F1: 0.3449
- Hoteladdress Ent Type Precision: 0.2290
- Hoteladdress Ent Type Recall: 0.7494
- Hoteladdress Ent Type F1: 0.3508
- Hoteladdress Partial Precision: 0.2646
- Hoteladdress Partial Recall: 0.8659
- Hoteladdress Partial F1: 0.4053
- Hoteladdress Exact Precision: 0.2411
- Hoteladdress Exact Recall: 0.7889
- Hoteladdress Exact F1: 0.3693
- Companyvatnumber Strict Precision: 0.2528
- Companyvatnumber Strict Recall: 0.5418
- Companyvatnumber Strict F1: 0.3447
- Companyvatnumber Ent Type Precision: 0.3023
- Companyvatnumber Ent Type Recall: 0.6479
- Companyvatnumber Ent Type F1: 0.4122
- Companyvatnumber Partial Precision: 0.3226
- Companyvatnumber Partial Recall: 0.6915
- Companyvatnumber Partial F1: 0.4400
- Companyvatnumber Exact Precision: 0.2888
- Companyvatnumber Exact Recall: 0.6190
- Companyvatnumber Exact F1: 0.3939
- Hotelzipcode Strict Precision: 0.3390
- Hotelzipcode Strict Recall: 0.8388
- Hotelzipcode Strict F1: 0.4828
- Hotelzipcode Ent Type Precision: 0.3418
- Hotelzipcode Ent Type Recall: 0.8458
- Hotelzipcode Ent Type F1: 0.4869
- Hotelzipcode Partial Precision: 0.3873
- Hotelzipcode Partial Recall: 0.9585
- Hotelzipcode Partial F1: 0.5517
- Hotelzipcode Exact Precision: 0.3824
- Hotelzipcode Exact Recall: 0.9463
- Hotelzipcode Exact F1: 0.5447
- Externalreservationnumber Strict Precision: 0.0575
- Externalreservationnumber Strict Recall: 0.7511
- Externalreservationnumber Strict F1: 0.1069
- Externalreservationnumber Ent Type Precision: 0.0579
- Externalreservationnumber Ent Type Recall: 0.7555
- Externalreservationnumber Ent Type F1: 0.1075
- Externalreservationnumber Partial Precision: 0.0707
- Externalreservationnumber Partial Recall: 0.9236
- Externalreservationnumber Partial F1: 0.1314
- Externalreservationnumber Exact Precision: 0.0679
- Externalreservationnumber Exact Recall: 0.8865
- Externalreservationnumber Exact F1: 0.1261
- Checkin Strict Precision: 0.0075
- Checkin Strict Recall: 0.3281
- Checkin Strict F1: 0.0146
- Checkin Ent Type Precision: 0.0075
- Checkin Ent Type Recall: 0.3281
- Checkin Ent Type F1: 0.0146
- Checkin Partial Precision: 0.0135
- Checkin Partial Recall: 0.5938
- Checkin Partial F1: 0.0264
- Checkin Exact Precision: 0.0114
- Checkin Exact Recall: 0.5
- Checkin Exact F1: 0.0222
- Taxamount Strict Precision: 0.1183
- Taxamount Strict Recall: 0.8059
- Taxamount Strict F1: 0.2064
- Taxamount Ent Type Precision: 0.1196
- Taxamount Ent Type Recall: 0.8143
- Taxamount Ent Type F1: 0.2085
- Taxamount Partial Precision: 0.1386
- Taxamount Partial Recall: 0.9441
- Taxamount Partial F1: 0.2418
- Taxamount Exact Precision: 0.1354
- Taxamount Exact Recall: 0.9219
- Taxamount Exact F1: 0.2361
- Hotelphonenumber Strict Precision: 0.2220
- Hotelphonenumber Strict Recall: 0.7693
- Hotelphonenumber Strict F1: 0.3445
- Hotelphonenumber Ent Type Precision: 0.2256
- Hotelphonenumber Ent Type Recall: 0.7820
- Hotelphonenumber Ent Type F1: 0.3502
- Hotelphonenumber Partial Precision: 0.2575
- Hotelphonenumber Partial Recall: 0.8924
- Hotelphonenumber Partial F1: 0.3996
- Hotelphonenumber Exact Precision: 0.2408
- Hotelphonenumber Exact Recall: 0.8347
- Hotelphonenumber Exact F1: 0.3738
- Reservationnumber Strict Precision: 0.1275
- Reservationnumber Strict Recall: 0.7586
- Reservationnumber Strict F1: 0.2183
- Reservationnumber Ent Type Precision: 0.1293
- Reservationnumber Ent Type Recall: 0.7695
- Reservationnumber Ent Type F1: 0.2214
- Reservationnumber Partial Precision: 0.1528
- Reservationnumber Partial Recall: 0.9093
- Reservationnumber Partial F1: 0.2616
- Reservationnumber Exact Precision: 0.1504
- Reservationnumber Exact Recall: 0.8947
- Reservationnumber Exact F1: 0.2574
- Companycountry Strict Precision: 0.4158
- Companycountry Strict Recall: 0.8534
- Companycountry Strict F1: 0.5592
- Companycountry Ent Type Precision: 0.4229
- Companycountry Ent Type Recall: 0.8680
- Companycountry Ent Type F1: 0.5687
- Companycountry Partial Precision: 0.4458
- Companycountry Partial Recall: 0.9150
- Companycountry Partial F1: 0.5995
- Companycountry Exact Precision: 0.4379
- Companycountry Exact Recall: 0.8988
- Companycountry Exact F1: 0.5889
- Invoicenumber Strict Precision: 0.4933
- Invoicenumber Strict Recall: 0.8800
- Invoicenumber Strict F1: 0.6322
- Invoicenumber Ent Type Precision: 0.5059
- Invoicenumber Ent Type Recall: 0.9024
- Invoicenumber Ent Type F1: 0.6483
- Invoicenumber Partial Precision: 0.5283
- Invoicenumber Partial Recall: 0.9424
- Invoicenumber Partial F1: 0.6770
- Invoicenumber Exact Precision: 0.5199
- Invoicenumber Exact Recall: 0.9275
- Invoicenumber Exact F1: 0.6663
- Hotelvatnumber Strict Precision: 0.1567
- Hotelvatnumber Strict Recall: 0.8157
- Hotelvatnumber Strict F1: 0.2629
- Hotelvatnumber Ent Type Precision: 0.1576
- Hotelvatnumber Ent Type Recall: 0.8203
- Hotelvatnumber Ent Type F1: 0.2644
- Hotelvatnumber Partial Precision: 0.1800
- Hotelvatnumber Partial Recall: 0.9370
- Hotelvatnumber Partial F1: 0.3020
- Hotelvatnumber Exact Precision: 0.1773
- Hotelvatnumber Exact Recall: 0.9232
- Hotelvatnumber Exact F1: 0.2975
- Hoteltaxcode Strict Precision: 0.0447
- Hoteltaxcode Strict Recall: 0.6502
- Hoteltaxcode Strict F1: 0.0836
- Hoteltaxcode Ent Type Precision: 0.0453
- Hoteltaxcode Ent Type Recall: 0.6601
- Hoteltaxcode Ent Type F1: 0.0848
- Hoteltaxcode Partial Precision: 0.0599
- Hoteltaxcode Partial Recall: 0.8719
- Hoteltaxcode Partial F1: 0.1121
- Hoteltaxcode Exact Precision: 0.0568
- Hoteltaxcode Exact Recall: 0.8276
- Hoteltaxcode Exact F1: 0.1064
- Companycity Strict Precision: 0.4440
- Companycity Strict Recall: 0.8853
- Companycity Strict F1: 0.5914
- Companycity Ent Type Precision: 0.4559
- Companycity Ent Type Recall: 0.9089
- Companycity Ent Type F1: 0.6072
- Companycity Partial Precision: 0.4702
- Companycity Partial Recall: 0.9374
- Companycity Partial F1: 0.6263
- Companycity Exact Precision: 0.4614
- Companycity Exact Recall: 0.9198
- Companycity Exact F1: 0.6145
- Travellername Strict Precision: 0.5908
- Travellername Strict Recall: 0.7895
- Travellername Strict F1: 0.6759
- Travellername Ent Type Precision: 0.6325
- Travellername Ent Type Recall: 0.8452
- Travellername Ent Type F1: 0.7235
- Travellername Partial Precision: 0.6564
- Travellername Partial Recall: 0.8771
- Travellername Partial F1: 0.7509
- Travellername Exact Precision: 0.6211
- Travellername Exact Recall: 0.8300
- Travellername Exact F1: 0.7105
- Hotelemail Strict Precision: 0.3110
- Hotelemail Strict Recall: 0.9224
- Hotelemail Strict F1: 0.4652
- Hotelemail Ent Type Precision: 0.3140
- Hotelemail Ent Type Recall: 0.9310
- Hotelemail Ent Type F1: 0.4696
- Hotelemail Partial Precision: 0.3259
- Hotelemail Partial Recall: 0.9666
- Hotelemail Partial F1: 0.4875
- Hotelemail Exact Precision: 0.3229
- Hotelemail Exact Recall: 0.9576
- Hotelemail Exact F1: 0.4830
- Checkout Strict Precision: 0.0089
- Checkout Strict Recall: 0.3205
- Checkout Strict F1: 0.0173
- Checkout Ent Type Precision: 0.0096
- Checkout Ent Type Recall: 0.3462
- Checkout Ent Type F1: 0.0187
- Checkout Partial Precision: 0.0149
- Checkout Partial Recall: 0.5385
- Checkout Partial F1: 0.0290
- Checkout Exact Precision: 0.0131
- Checkout Exact Recall: 0.4744
- Checkout Exact F1: 0.0256
- Companyzipcode Strict Precision: 0.4276
- Companyzipcode Strict Recall: 0.9115
- Companyzipcode Strict F1: 0.5821
- Companyzipcode Ent Type Precision: 0.4319
- Companyzipcode Ent Type Recall: 0.9206
- Companyzipcode Ent Type F1: 0.5880
- Companyzipcode Partial Precision: 0.4551
- Companyzipcode Partial Recall: 0.9701
- Companyzipcode Partial F1: 0.6195
- Companyzipcode Exact Precision: 0.4500
- Companyzipcode Exact Recall: 0.9593
- Companyzipcode Exact F1: 0.6126
- Hotelcity Strict Precision: 0.4044
- Hotelcity Strict Recall: 0.7696
- Hotelcity Strict F1: 0.5302
- Hotelcity Ent Type Precision: 0.4202
- Hotelcity Ent Type Recall: 0.7997
- Hotelcity Ent Type F1: 0.5509
- Hotelcity Partial Precision: 0.4782
- Hotelcity Partial Recall: 0.9099
- Hotelcity Partial F1: 0.6269
- Hotelcity Exact Precision: 0.4644
- Hotelcity Exact Recall: 0.8838
- Hotelcity Exact F1: 0.6089
- Companyaddress Strict Precision: 0.4645
- Companyaddress Strict Recall: 0.8726
- Companyaddress Strict F1: 0.6063
- Companyaddress Ent Type Precision: 0.4837
- Companyaddress Ent Type Recall: 0.9087
- Companyaddress Ent Type F1: 0.6314
- Companyaddress Partial Precision: 0.5042
- Companyaddress Partial Recall: 0.9472
- Companyaddress Partial F1: 0.6581
- Companyaddress Exact Precision: 0.4875
- Companyaddress Exact Recall: 0.9159
- Companyaddress Exact F1: 0.6363
- Pagenumber Strict Precision: 0.7964
- Pagenumber Strict Recall: 0.8967
- Pagenumber Strict F1: 0.8436
- Pagenumber Ent Type Precision: 0.8362
- Pagenumber Ent Type Recall: 0.9415
- Pagenumber Ent Type F1: 0.8857
- Pagenumber Partial Precision: 0.8311
- Pagenumber Partial Recall: 0.9358
- Pagenumber Partial F1: 0.8803
- Pagenumber Exact Precision: 0.8092
- Pagenumber Exact Recall: 0.9111
- Pagenumber Exact F1: 0.8572
- Hotelfaxnumber Strict Precision: 0.0757
- Hotelfaxnumber Strict Recall: 0.6944
- Hotelfaxnumber Strict F1: 0.1365
- Hotelfaxnumber Ent Type Precision: 0.0767
- Hotelfaxnumber Ent Type Recall: 0.7033
- Hotelfaxnumber Ent Type F1: 0.1383
- Hotelfaxnumber Partial Precision: 0.0941
- Hotelfaxnumber Partial Recall: 0.8635
- Hotelfaxnumber Partial F1: 0.1698
- Hotelfaxnumber Exact Precision: 0.0844
- Hotelfaxnumber Exact Recall: 0.7745
- Hotelfaxnumber Exact F1: 0.1523
- Roomno Strict Precision: 0.4611
- Roomno Strict Recall: 0.6523
- Roomno Strict F1: 0.5403
- Roomno Ent Type Precision: 0.4708
- Roomno Ent Type Recall: 0.6660
- Roomno Ent Type F1: 0.5516
- Roomno Partial Precision: 0.6110
- Roomno Partial Recall: 0.8643
- Roomno Partial F1: 0.7159
- Roomno Exact Precision: 0.5892
- Roomno Exact Recall: 0.8335
- Roomno Exact F1: 0.6903
- Companyname Strict Precision: 0.6698
- Companyname Strict Recall: 0.8304
- Companyname Strict F1: 0.7415
- Companyname Ent Type Precision: 0.7311
- Companyname Ent Type Recall: 0.9064
- Companyname Ent Type F1: 0.8094
- Companyname Partial Precision: 0.7252
- Companyname Partial Recall: 0.8991
- Companyname Partial F1: 0.8029
- Companyname Exact Precision: 0.6893
- Companyname Exact Recall: 0.8546
- Companyname Exact F1: 0.7631
- Hotelcountry Strict Precision: 0.1038
- Hotelcountry Strict Recall: 0.7405
- Hotelcountry Strict F1: 0.1821
- Hotelcountry Ent Type Precision: 0.1045
- Hotelcountry Ent Type Recall: 0.7450
- Hotelcountry Ent Type F1: 0.1832
- Hotelcountry Partial Precision: 0.1297
- Hotelcountry Partial Recall: 0.9251
- Hotelcountry Partial F1: 0.2275
- Hotelcountry Exact Precision: 0.1283
- Hotelcountry Exact Recall: 0.9150
- Hotelcountry Exact F1: 0.2250
- Invoicedate Strict Precision: 0.0050
- Invoicedate Strict Recall: 0.1207
- Invoicedate Strict F1: 0.0095
- Invoicedate Ent Type Precision: 0.0050
- Invoicedate Ent Type Recall: 0.1207
- Invoicedate Ent Type F1: 0.0095
- Invoicedate Partial Precision: 0.0152
- Invoicedate Partial Recall: 0.3707
- Invoicedate Partial F1: 0.0292
- Invoicedate Exact Precision: 0.0103
- Invoicedate Exact Recall: 0.25
- Invoicedate Exact F1: 0.0197
- Bookingnumber Strict Precision: 0.0479
- Bookingnumber Strict Recall: 0.7306
- Bookingnumber Strict F1: 0.0900
- Bookingnumber Ent Type Precision: 0.0483
- Bookingnumber Ent Type Recall: 0.7358
- Bookingnumber Ent Type F1: 0.0906
- Bookingnumber Partial Precision: 0.0569
- Bookingnumber Partial Recall: 0.8679
- Bookingnumber Partial F1: 0.1069
- Bookingnumber Exact Precision: 0.0554
- Bookingnumber Exact Recall: 0.8446
- Bookingnumber Exact F1: 0.1040
- Currencycode Strict Precision: 0.5737
- Currencycode Strict Recall: 0.9135
- Currencycode Strict F1: 0.7048
- Currencycode Ent Type Precision: 0.5781
- Currencycode Ent Type Recall: 0.9206
- Currencycode Ent Type F1: 0.7102
- Currencycode Partial Precision: 0.6125
- Currencycode Partial Recall: 0.9754
- Currencycode Partial F1: 0.7525
- Currencycode Exact Precision: 0.6078
- Currencycode Exact Recall: 0.9679
- Currencycode Exact F1: 0.7467
- 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: 0.0075
- Documenttype Partial Recall: 0.4773
- Documenttype Partial F1: 0.0148
- Documenttype Exact Precision: 0.0064
- Documenttype Exact Recall: 0.4091
- Documenttype Exact F1: 0.0127
- 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: 0.0
- Hotelbankaccount Partial Recall: 0.0
- Hotelbankaccount Partial F1: 0
- Hotelbankaccount Exact Precision: 0.0
- Hotelbankaccount Exact Recall: 0.0
- Hotelbankaccount Exact F1: 0
- Grossamount Strict Precision: 0.4306
- Grossamount Strict Recall: 0.8295
- Grossamount Strict F1: 0.5669
- Grossamount Ent Type Precision: 0.4382
- Grossamount Ent Type Recall: 0.8441
- Grossamount Ent Type F1: 0.5769
- Grossamount Partial Precision: 0.4781
- Grossamount Partial Recall: 0.9210
- Grossamount Partial F1: 0.6294
- Grossamount Exact Precision: 0.4703
- Grossamount Exact Recall: 0.9060
- Grossamount Exact F1: 0.6192
- 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: 0.0
- Cardnumber Partial Recall: 0.0
- Cardnumber Partial F1: 0
- Cardnumber Exact Precision: 0.0
- Cardnumber Exact Recall: 0.0
- Cardnumber Exact F1: 0
- 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: 0.0065
- Cardtype Partial Recall: 0.6923
- Cardtype Partial F1: 0.0128
- Cardtype Exact Precision: 0.0061
- Cardtype Exact Recall: 0.6538
- Cardtype Exact F1: 0.0121
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: 5e-06
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Use adamw_torch 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | Documenttype Strict Precision | Documenttype Strict Recall | Documenttype Strict F1 | Documenttype Ent Type Precision | Documenttype Ent Type Recall | Documenttype Ent Type F1 | Documenttype Partial Precision | Documenttype Partial Recall | Documenttype Partial F1 | Documenttype Exact Precision | Documenttype Exact Recall | Documenttype 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 | 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 | Cardnumber Strict Precision | Cardnumber Strict Recall | Cardnumber Strict F1 | Cardnumber Ent Type Precision | Cardnumber Ent Type Recall | Cardnumber Ent Type F1 | Cardnumber Partial Precision | Cardnumber Partial Recall | Cardnumber Partial F1 | Cardnumber Exact Precision | Cardnumber Exact Recall | Cardnumber Exact F1 | Cardtype Strict Precision | Cardtype Strict Recall | Cardtype Strict 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0.9999 | 1.0 | 365 | 1.4109 | 0.5458 | 0.5348 | 0.5402 | 0.6144 | 0.6020 | 0.6081 | 0.8074 | 0.7911 | 0.7992 | 0.7267 | 0.7121 | 0.7193 | 0.1786 | 0.4886 | 0.2616 | 0.2532 | 0.6925 | 0.3708 | 0.2634 | 0.7205 | 0.3858 | 0.1906 | 0.5212 | 0.2791 | 0.0381 | 0.3855 | 0.0693 | 0.0416 | 0.4217 | 0.0758 | 0.0750 | 0.7599 | 0.1366 | 0.0683 | 0.6912 | 0.1242 | 0.0799 | 0.5521 | 0.1396 | 0.0869 | 0.6004 | 0.1518 | 0.1099 | 0.7598 | 0.1921 | 0.0916 | 0.6329 | 0.1600 | 0.0215 | 0.52 | 0.0413 | 0.0219 | 0.528 | 0.0420 | 0.0354 | 0.8547 | 0.0680 | 0.0347 | 0.8373 | 0.0666 | 0.1422 | 0.7792 | 0.2406 | 0.1438 | 0.7879 | 0.2433 | 0.1746 | 0.9564 | 0.2953 | 0.1716 | 0.9401 | 0.2903 | 0.0053 | 0.4608 | 0.0105 | 0.0058 | 0.5 | 0.0114 | 0.0083 | 0.7157 | 0.0164 | 0.0076 | 0.6569 | 0.0150 | 0.0012 | 0.0295 | 0.0023 | 0.0017 | 0.0402 | 0.0032 | 0.0342 | 0.8311 | 0.0658 | 0.0329 | 0.7989 | 0.0632 | 0.0275 | 0.4514 | 0.0518 | 0.0291 | 0.4784 | 0.0549 | 0.0417 | 0.6844 | 0.0786 | 0.0401 | 0.6583 | 0.0756 | 0.0815 | 0.7030 | 0.1461 | 0.0848 | 0.7311 | 0.1520 | 0.1010 | 0.8704 | 0.1809 | 0.0919 | 0.7926 | 0.1648 | 0.0374 | 0.4122 | 0.0686 | 0.0387 | 0.4262 | 0.0710 | 0.0682 | 0.7506 | 0.1250 | 0.0650 | 0.7155 | 0.1191 | 0.1638 | 0.8590 | 0.2751 | 0.1642 | 0.8614 | 0.2759 | 0.1768 | 0.9273 | 0.2970 | 0.1744 | 0.9147 | 0.2929 | 0.2011 | 0.8117 | 0.3223 | 0.2127 | 0.8586 | 0.3409 | 0.2226 | 0.8985 | 0.3568 | 0.2137 | 0.8628 | 0.3426 | 0.0504 | 0.6529 | 0.0935 | 0.0521 | 0.6749 | 0.0966 | 0.0702 | 0.9105 | 0.1304 | 0.0679 | 0.8802 | 0.1260 | 0.0088 | 0.5166 | 0.0173 | 0.0095 | 0.5563 | 0.0186 | 0.0143 | 0.8377 | 0.0281 | 0.0133 | 0.7815 | 0.0262 | 0.1963 | 0.8821 | 0.3211 | 0.2004 | 0.9007 | 0.3279 | 0.2089 | 0.9388 | 0.3417 | 0.2049 | 0.9210 | 0.3353 | 0.1951 | 0.5540 | 0.2886 | 0.2266 | 0.6435 | 0.3352 | 0.2698 | 0.7661 | 0.3991 | 0.2227 | 0.6324 | 0.3294 | 0.1230 | 0.8602 | 0.2153 | 0.1270 | 0.8879 | 0.2222 | 0.1334 | 0.9329 | 0.2334 | 0.1309 | 0.9156 | 0.2291 | 0.0012 | 0.0328 | 0.0023 | 0.0015 | 0.0418 | 0.0030 | 0.0333 | 0.9 | 0.0643 | 0.0323 | 0.8716 | 0.0623 | 0.1910 | 0.8831 | 0.3141 | 0.1935 | 0.8944 | 0.3181 | 0.2078 | 0.9605 | 0.3417 | 0.2042 | 0.9441 | 0.3358 | 0.1372 | 0.6976 | 0.2293 | 0.1436 | 0.7304 | 0.2400 | 0.1778 | 0.9044 | 0.2972 | 0.1720 | 0.8749 | 0.2875 | 0.1933 | 0.8599 | 0.3156 | 0.1984 | 0.8828 | 0.3240 | 0.2062 | 0.9174 | 0.3367 | 0.1976 | 0.8792 | 0.3227 | 0.2763 | 0.3155 | 0.2946 | 0.3684 | 0.4207 | 0.3928 | 0.6068 | 0.6929 | 0.6470 | 0.5185 | 0.5921 | 0.5529 | 0.0240 | 0.5692 | 0.0461 | 0.0256 | 0.6057 | 0.0490 | 0.0339 | 0.8042 | 0.0651 | 0.0296 | 0.7023 | 0.0569 | 0.2088 | 0.5222 | 0.2983 | 0.2127 | 0.5318 | 0.3039 | 0.3172 | 0.7932 | 0.4532 | 0.2961 | 0.7402 | 0.4229 | 0.2094 | 0.6322 | 0.3146 | 0.2473 | 0.7466 | 0.3715 | 0.2579 | 0.7786 | 0.3874 | 0.2197 | 0.6633 | 0.3301 | 0.0322 | 0.4517 | 0.0601 | 0.0324 | 0.4547 | 0.0605 | 0.0576 | 0.8082 | 0.1076 | 0.0559 | 0.7840 | 0.1044 | 0.0013 | 0.0349 | 0.0026 | 0.0014 | 0.0378 | 0.0028 | 0.0272 | 0.7122 | 0.0525 | 0.0252 | 0.6599 | 0.0486 | 0.0101 | 0.2440 | 0.0193 | 0.0127 | 0.3083 | 0.0245 | 0.0283 | 0.6863 | 0.0544 | 0.0232 | 0.5630 | 0.0447 | 0.3057 | 0.8615 | 0.4513 | 0.3062 | 0.8629 | 0.4521 | 0.3364 | 0.9479 | 0.4966 | 0.3312 | 0.9333 | 0.4889 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0349 | 0.7620 | 0.0668 | 0.0275 | 0.6005 | 0.0526 | 0.0001 | 0.0063 | 0.0002 | 0.0001 | 0.0063 | 0.0002 | 0.0063 | 0.3491 | 0.0124 | 0.0024 | 0.1321 | 0.0047 | 0.1458 | 0.4662 | 0.2222 | 0.1600 | 0.5116 | 0.2438 | 0.2415 | 0.7721 | 0.3679 | 0.2219 | 0.7094 | 0.3381 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0124 | 0.4868 | 0.0242 | 0.0072 | 0.2819 | 0.0140 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0138 | 0.6816 | 0.0270 | 0.0120 | 0.5922 | 0.0234 |
| 0.5635 | 2.0 | 730 | 0.9267 | 0.6236 | 0.5882 | 0.6054 | 0.6811 | 0.6423 | 0.6611 | 0.8549 | 0.8063 | 0.8299 | 0.7877 | 0.7429 | 0.7647 | 0.2627 | 0.5654 | 0.3587 | 0.3296 | 0.7095 | 0.4501 | 0.3537 | 0.7612 | 0.4829 | 0.2810 | 0.6048 | 0.3837 | 0.0699 | 0.3653 | 0.1173 | 0.0758 | 0.3960 | 0.1272 | 0.1343 | 0.7020 | 0.2255 | 0.1192 | 0.6230 | 0.2001 | 0.1159 | 0.6287 | 0.1957 | 0.1205 | 0.6538 | 0.2035 | 0.1503 | 0.8155 | 0.2538 | 0.1285 | 0.6975 | 0.2171 | 0.0305 | 0.4434 | 0.0571 | 0.0325 | 0.4729 | 0.0608 | 0.0529 | 0.7692 | 0.0990 | 0.0507 | 0.7376 | 0.0949 | 0.1922 | 0.7921 | 0.3093 | 0.1937 | 0.7983 | 0.3118 | 0.2328 | 0.9596 | 0.3747 | 0.2297 | 0.9466 | 0.3697 | 0.0114 | 0.4863 | 0.0224 | 0.0118 | 0.5 | 0.0230 | 0.0202 | 0.8562 | 0.0394 | 0.0197 | 0.8356 | 0.0384 | 0.0016 | 0.0465 | 0.0031 | 0.0019 | 0.0558 | 0.0037 | 0.0193 | 0.5558 | 0.0372 | 0.0177 | 0.5116 | 0.0343 | 0.0544 | 0.4866 | 0.0979 | 0.0553 | 0.4946 | 0.0995 | 0.0838 | 0.7493 | 0.1507 | 0.0806 | 0.7204 | 0.1449 | 0.1133 | 0.7152 | 0.1956 | 0.1172 | 0.7399 | 0.2024 | 0.1396 | 0.8810 | 0.2410 | 0.1277 | 0.8060 | 0.2205 | 0.0529 | 0.5199 | 0.0960 | 0.0535 | 0.5258 | 0.0971 | 0.0841 | 0.8272 | 0.1527 | 0.0808 | 0.7947 | 0.1467 | 0.2238 | 0.8661 | 0.3557 | 0.2251 | 0.8714 | 0.3578 | 0.2394 | 0.9268 | 0.3806 | 0.2374 | 0.9188 | 0.3773 | 0.2725 | 0.8130 | 0.4081 | 0.2839 | 0.8473 | 0.4254 | 0.3050 | 0.9101 | 0.4568 | 0.2943 | 0.8783 | 0.4409 | 0.0751 | 0.6658 | 0.1350 | 0.0764 | 0.6775 | 0.1374 | 0.1023 | 0.9067 | 0.1838 | 0.0990 | 0.8773 | 0.1778 | 0.0151 | 0.4974 | 0.0293 | 0.0154 | 0.5079 | 0.0299 | 0.0246 | 0.8122 | 0.0478 | 0.0229 | 0.7566 | 0.0445 | 0.2588 | 0.8780 | 0.3997 | 0.2651 | 0.8993 | 0.4094 | 0.2762 | 0.9370 | 0.4266 | 0.2707 | 0.9185 | 0.4182 | 0.2905 | 0.6962 | 0.4099 | 0.3125 | 0.7490 | 0.4410 | 0.3474 | 0.8326 | 0.4902 | 0.3140 | 0.7527 | 0.4432 | 0.1693 | 0.8699 | 0.2835 | 0.1732 | 0.8899 | 0.2900 | 0.1837 | 0.9436 | 0.3075 | 0.1811 | 0.9305 | 0.3032 | 0.0011 | 0.0486 | 0.0022 | 0.0011 | 0.0486 | 0.0022 | 0.0135 | 0.5764 | 0.0263 | 0.0127 | 0.5417 | 0.0247 | 0.2535 | 0.8847 | 0.3941 | 0.2559 | 0.8930 | 0.3978 | 0.2758 | 0.9626 | 0.4288 | 0.2709 | 0.9455 | 0.4212 | 0.2042 | 0.6452 | 0.3103 | 0.2220 | 0.7014 | 0.3373 | 0.2690 | 0.8498 | 0.4086 | 0.2539 | 0.8019 | 0.3856 | 0.2546 | 0.8608 | 0.3930 | 0.2617 | 0.8847 | 0.4039 | 0.2735 | 0.9245 | 0.4221 | 0.2614 | 0.8835 | 0.4034 | 0.4094 | 0.4458 | 0.4268 | 0.4832 | 0.5261 | 0.5037 | 0.7017 | 0.7640 | 0.7315 | 0.6333 | 0.6895 | 0.6602 | 0.0340 | 0.5798 | 0.0642 | 0.0354 | 0.6037 | 0.0668 | 0.0476 | 0.8125 | 0.0899 | 0.0416 | 0.7101 | 0.0786 | 0.2833 | 0.6517 | 0.3949 | 0.2898 | 0.6668 | 0.4040 | 0.3616 | 0.8320 | 0.5041 | 0.3457 | 0.7953 | 0.4819 | 0.2932 | 0.4343 | 0.3500 | 0.3520 | 0.5214 | 0.4203 | 0.4544 | 0.6731 | 0.5425 | 0.3954 | 0.5858 | 0.4721 | 0.0448 | 0.5635 | 0.0830 | 0.0453 | 0.5692 | 0.0839 | 0.0705 | 0.8865 | 0.1306 | 0.0701 | 0.8808 | 0.1298 | 0.0007 | 0.0213 | 0.0013 | 0.0008 | 0.0266 | 0.0016 | 0.0102 | 0.3324 | 0.0197 | 0.0086 | 0.2819 | 0.0167 | 0.0203 | 0.3761 | 0.0385 | 0.0211 | 0.3907 | 0.0400 | 0.0425 | 0.7886 | 0.0807 | 0.0398 | 0.7376 | 0.0755 | 0.3774 | 0.7959 | 0.5120 | 0.3820 | 0.8056 | 0.5183 | 0.4249 | 0.8961 | 0.5764 | 0.4124 | 0.8697 | 0.5595 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0217 | 0.7021 | 0.0421 | 0.0167 | 0.5389 | 0.0323 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0016 | 0.2703 | 0.0033 | 0.0008 | 0.1351 | 0.0016 | 0.2214 | 0.5151 | 0.3097 | 0.2385 | 0.5548 | 0.3336 | 0.3223 | 0.7497 | 0.4508 | 0.2966 | 0.6899 | 0.4148 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0077 | 0.4087 | 0.0150 | 0.0044 | 0.2348 | 0.0086 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0159 | 0.6577 | 0.0310 | 0.0142 | 0.5906 | 0.0278 |
| 0.2171 | 3.0 | 1095 | 0.7688 | 0.6731 | 0.6295 | 0.6506 | 0.7240 | 0.6770 | 0.6997 | 0.8743 | 0.8176 | 0.8450 | 0.8152 | 0.7623 | 0.7879 | 0.2948 | 0.5546 | 0.3850 | 0.3556 | 0.6689 | 0.4643 | 0.4004 | 0.7533 | 0.5229 | 0.3231 | 0.6079 | 0.4219 | 0.0983 | 0.3048 | 0.1487 | 0.1070 | 0.3316 | 0.1618 | 0.2049 | 0.6352 | 0.3099 | 0.1869 | 0.5794 | 0.2826 | 0.1344 | 0.6534 | 0.2229 | 0.1372 | 0.6669 | 0.2276 | 0.1724 | 0.8380 | 0.2859 | 0.1491 | 0.7248 | 0.2473 | 0.0371 | 0.3133 | 0.0664 | 0.0400 | 0.3373 | 0.0715 | 0.0659 | 0.5565 | 0.1179 | 0.0601 | 0.5075 | 0.1075 | 0.2171 | 0.7903 | 0.3406 | 0.2192 | 0.7980 | 0.3439 | 0.2600 | 0.9467 | 0.4080 | 0.2560 | 0.9320 | 0.4016 | 0.0144 | 0.4053 | 0.0278 | 0.0163 | 0.4579 | 0.0314 | 0.0250 | 0.7026 | 0.0482 | 0.0228 | 0.6421 | 0.0441 | 0.0034 | 0.0845 | 0.0065 | 0.0038 | 0.0939 | 0.0072 | 0.0191 | 0.4765 | 0.0367 | 0.0171 | 0.4272 | 0.0329 | 0.0642 | 0.4178 | 0.1114 | 0.0647 | 0.4211 | 0.1122 | 0.1229 | 0.7992 | 0.2130 | 0.1158 | 0.7530 | 0.2007 | 0.1323 | 0.7048 | 0.2228 | 0.1348 | 0.7183 | 0.2271 | 0.1657 | 0.8827 | 0.2790 | 0.1527 | 0.8133 | 0.2571 | 0.0623 | 0.5516 | 0.1120 | 0.0661 | 0.5855 | 0.1188 | 0.0888 | 0.7858 | 0.1595 | 0.0827 | 0.7319 | 0.1486 | 0.2540 | 0.7666 | 0.3815 | 0.2692 | 0.8125 | 0.4044 | 0.2916 | 0.8803 | 0.4381 | 0.2766 | 0.8350 | 0.4156 | 0.3117 | 0.7779 | 0.4451 | 0.3178 | 0.7930 | 0.4537 | 0.3617 | 0.9027 | 0.5165 | 0.3524 | 0.8793 | 0.5031 | 0.0887 | 0.6604 | 0.1564 | 0.0891 | 0.6629 | 0.1570 | 0.1212 | 0.9023 | 0.2137 | 0.1182 | 0.8797 | 0.2084 | 0.0202 | 0.5093 | 0.0389 | 0.0219 | 0.5514 | 0.0421 | 0.0331 | 0.8341 | 0.0637 | 0.0304 | 0.7664 | 0.0585 | 0.2908 | 0.8755 | 0.4366 | 0.2992 | 0.9007 | 0.4492 | 0.3122 | 0.9399 | 0.4687 | 0.3051 | 0.9184 | 0.4580 | 0.3449 | 0.5950 | 0.4367 | 0.3809 | 0.6571 | 0.4823 | 0.4576 | 0.7895 | 0.5794 | 0.4144 | 0.7149 | 0.5247 | 0.1942 | 0.8848 | 0.3185 | 0.1960 | 0.8931 | 0.3215 | 0.2106 | 0.9597 | 0.3455 | 0.2086 | 0.9503 | 0.3421 | 0.0028 | 0.0820 | 0.0055 | 0.0028 | 0.0820 | 0.0055 | 0.0174 | 0.5027 | 0.0336 | 0.0158 | 0.4590 | 0.0306 | 0.2830 | 0.8744 | 0.4276 | 0.2860 | 0.8838 | 0.4322 | 0.3097 | 0.9569 | 0.4680 | 0.3034 | 0.9374 | 0.4584 | 0.2465 | 0.6744 | 0.3610 | 0.2620 | 0.7168 | 0.3837 | 0.3194 | 0.8738 | 0.4678 | 0.3050 | 0.8346 | 0.4468 | 0.2842 | 0.8572 | 0.4268 | 0.2919 | 0.8805 | 0.4384 | 0.3063 | 0.9239 | 0.4600 | 0.2927 | 0.8828 | 0.4396 | 0.5935 | 0.7210 | 0.6511 | 0.6574 | 0.7986 | 0.7211 | 0.6659 | 0.8090 | 0.7305 | 0.6257 | 0.7601 | 0.6864 | 0.0394 | 0.5544 | 0.0736 | 0.0423 | 0.5949 | 0.0789 | 0.0570 | 0.8025 | 0.1065 | 0.0495 | 0.6962 | 0.0924 | 0.3167 | 0.5845 | 0.4108 | 0.3232 | 0.5965 | 0.4193 | 0.4381 | 0.8086 | 0.5683 | 0.4208 | 0.7766 | 0.5458 | 0.3464 | 0.4219 | 0.3804 | 0.4101 | 0.4995 | 0.4505 | 0.6115 | 0.7448 | 0.6716 | 0.5450 | 0.6639 | 0.5986 | 0.0534 | 0.6501 | 0.0986 | 0.0535 | 0.6523 | 0.0990 | 0.0771 | 0.9395 | 0.1426 | 0.0764 | 0.9309 | 0.1412 | 0.0009 | 0.0228 | 0.0018 | 0.0017 | 0.0411 | 0.0033 | 0.0145 | 0.3516 | 0.0279 | 0.0109 | 0.2648 | 0.0210 | 0.0245 | 0.4036 | 0.0461 | 0.0252 | 0.4157 | 0.0475 | 0.0484 | 0.7997 | 0.0914 | 0.0460 | 0.7590 | 0.0867 | 0.4162 | 0.8242 | 0.5531 | 0.4203 | 0.8324 | 0.5586 | 0.4670 | 0.9247 | 0.6206 | 0.4593 | 0.9096 | 0.6104 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0205 | 0.6687 | 0.0397 | 0.0169 | 0.5521 | 0.0328 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0002 | 1.0 | 0.0004 | 0.0002 | 1.0 | 0.0004 | 0.2592 | 0.5342 | 0.3491 | 0.2691 | 0.5545 | 0.3623 | 0.3796 | 0.7823 | 0.5111 | 0.3611 | 0.7441 | 0.4862 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0054 | 0.3654 | 0.0107 | 0.0025 | 0.1667 | 0.0049 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0184 | 0.6678 | 0.0358 | 0.0166 | 0.6027 | 0.0323 |
| 0.9237 | 4.0 | 1460 | 0.5785 | 0.7411 | 0.7077 | 0.7240 | 0.7812 | 0.7460 | 0.7632 | 0.9054 | 0.8646 | 0.8845 | 0.8603 | 0.8216 | 0.8405 | 0.3843 | 0.6868 | 0.4928 | 0.4339 | 0.7754 | 0.5564 | 0.4633 | 0.8279 | 0.5941 | 0.4026 | 0.7195 | 0.5163 | 0.1310 | 0.5373 | 0.2106 | 0.1448 | 0.5940 | 0.2328 | 0.1771 | 0.7266 | 0.2848 | 0.1636 | 0.6712 | 0.2631 | 0.1712 | 0.6786 | 0.2734 | 0.1747 | 0.6927 | 0.2791 | 0.2130 | 0.8444 | 0.3402 | 0.1871 | 0.7418 | 0.2989 | 0.0571 | 0.4515 | 0.1014 | 0.0606 | 0.4795 | 0.1077 | 0.0821 | 0.6493 | 0.1458 | 0.0769 | 0.6082 | 0.1366 | 0.2692 | 0.8113 | 0.4043 | 0.2724 | 0.8209 | 0.4090 | 0.3157 | 0.9515 | 0.4741 | 0.3116 | 0.9391 | 0.4679 | 0.0361 | 0.5873 | 0.0681 | 0.0391 | 0.6349 | 0.0736 | 0.0527 | 0.8571 | 0.0993 | 0.0495 | 0.8056 | 0.0934 | 0.0055 | 0.1158 | 0.0105 | 0.0060 | 0.1263 | 0.0115 | 0.0283 | 0.5947 | 0.0540 | 0.0243 | 0.5105 | 0.0463 | 0.0880 | 0.6944 | 0.1562 | 0.0882 | 0.6962 | 0.1566 | 0.1100 | 0.8680 | 0.1952 | 0.1063 | 0.8391 | 0.1887 | 0.1689 | 0.7308 | 0.2744 | 0.1723 | 0.7456 | 0.2800 | 0.2050 | 0.8868 | 0.3330 | 0.1886 | 0.8162 | 0.3065 | 0.0888 | 0.6544 | 0.1564 | 0.0922 | 0.6795 | 0.1624 | 0.1142 | 0.8414 | 0.2011 | 0.1091 | 0.8037 | 0.1921 | 0.3305 | 0.8075 | 0.4691 | 0.3329 | 0.8133 | 0.4724 | 0.3802 | 0.9290 | 0.5396 | 0.3748 | 0.9158 | 0.5320 | 0.3858 | 0.8410 | 0.5290 | 0.3972 | 0.8659 | 0.5446 | 0.4238 | 0.9239 | 0.5811 | 0.4142 | 0.9029 | 0.5679 | 0.1157 | 0.7525 | 0.2006 | 0.1166 | 0.7583 | 0.2021 | 0.1407 | 0.9151 | 0.2439 | 0.1372 | 0.8921 | 0.2378 | 0.0295 | 0.5455 | 0.0560 | 0.0300 | 0.5545 | 0.0569 | 0.0459 | 0.8477 | 0.0870 | 0.0433 | 0.8 | 0.0821 | 0.3529 | 0.8404 | 0.4971 | 0.3629 | 0.8641 | 0.5111 | 0.3888 | 0.9257 | 0.5476 | 0.3776 | 0.8992 | 0.5318 | 0.4308 | 0.6070 | 0.5039 | 0.4747 | 0.6689 | 0.5553 | 0.5760 | 0.8117 | 0.6739 | 0.5228 | 0.7367 | 0.6115 | 0.2441 | 0.9024 | 0.3842 | 0.2463 | 0.9108 | 0.3878 | 0.2627 | 0.9712 | 0.4135 | 0.2600 | 0.9614 | 0.4093 | 0.0041 | 0.1151 | 0.0079 | 0.0041 | 0.1151 | 0.0079 | 0.0145 | 0.4101 | 0.0280 | 0.0130 | 0.3669 | 0.0251 | 0.3462 | 0.8817 | 0.4972 | 0.3496 | 0.8902 | 0.5020 | 0.3774 | 0.9611 | 0.5420 | 0.3702 | 0.9429 | 0.5317 | 0.3167 | 0.7027 | 0.4366 | 0.3328 | 0.7384 | 0.4588 | 0.3922 | 0.8702 | 0.5407 | 0.3767 | 0.8359 | 0.5194 | 0.3455 | 0.8375 | 0.4892 | 0.3563 | 0.8635 | 0.5044 | 0.3723 | 0.9023 | 0.5271 | 0.3548 | 0.8600 | 0.5024 | 0.6119 | 0.6636 | 0.6367 | 0.6517 | 0.7067 | 0.6781 | 0.7927 | 0.8596 | 0.8248 | 0.7566 | 0.8204 | 0.7872 | 0.0523 | 0.6044 | 0.0962 | 0.0556 | 0.6429 | 0.1024 | 0.0715 | 0.8269 | 0.1317 | 0.0623 | 0.7198 | 0.1146 | 0.3713 | 0.5562 | 0.4453 | 0.3802 | 0.5695 | 0.4559 | 0.5334 | 0.7990 | 0.6397 | 0.5108 | 0.7651 | 0.6126 | 0.5306 | 0.7364 | 0.6168 | 0.5906 | 0.8198 | 0.6866 | 0.6019 | 0.8354 | 0.6997 | 0.5634 | 0.7820 | 0.6549 | 0.0696 | 0.7309 | 0.1271 | 0.0696 | 0.7309 | 0.1271 | 0.0896 | 0.9407 | 0.1637 | 0.0892 | 0.9358 | 0.1628 | 0.0010 | 0.0242 | 0.0020 | 0.0010 | 0.0242 | 0.0020 | 0.0111 | 0.2636 | 0.0213 | 0.0084 | 0.2 | 0.0161 | 0.0323 | 0.5527 | 0.0610 | 0.0325 | 0.5570 | 0.0615 | 0.0451 | 0.7722 | 0.0852 | 0.0431 | 0.7384 | 0.0815 | 0.4950 | 0.8959 | 0.6377 | 0.4977 | 0.9007 | 0.6411 | 0.5349 | 0.9680 | 0.6891 | 0.5312 | 0.9614 | 0.6843 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0088 | 0.5308 | 0.0174 | 0.0072 | 0.4308 | 0.0141 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.3378 | 0.7737 | 0.4702 | 0.3486 | 0.7985 | 0.4854 | 0.3977 | 0.9108 | 0.5536 | 0.3870 | 0.8865 | 0.5388 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0013 | 0.2 | 0.0026 | 0.0003 | 0.04 | 0.0005 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0104 | 0.675 | 0.0204 | 0.0097 | 0.6333 | 0.0191 |
The model card is truncated. Read the rest on Hugging Face.
- Task
- Token Classification
- Library
- transformers
- Type
- bert
- Created
- Mar 12, 2025
- Updated
- Mar 12, 2025