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bert-base-multilingual-cased-iob2-20240816182436
nttaii/bert-base-multilingual-cased-iob2-20240816182436
bert-base-multilingual-cased-iob2-20240816182436 is a machine learning model from nttaii. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- Aug 16, 2024
- Updated
- Aug 16, 2024
- SHA
- 17b7990a
Base models
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-iob2-20240816182436
This model is a fine-tuned version of bert-base-multilingual-cased on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.2066
- Overall Strict Precision: 0.7659
- Overall Strict Recall: 0.6945
- Overall Strict F1: 0.7285
- Overall Ent Type Precision: 0.8581
- Overall Ent Type Recall: 0.7780
- Overall Ent Type F1: 0.8161
- Overall Partial Precision: 0.8275
- Overall Partial Recall: 0.7503
- Overall Partial F1: 0.7870
- Overall Exact Precision: 0.7783
- Overall Exact Recall: 0.7057
- Overall Exact F1: 0.7403
- Hoteladdress Strict Precision: 0.1365
- Hoteladdress Strict Recall: 0.4461
- Hoteladdress Strict F1: 0.2090
- Hoteladdress Ent Type Precision: 0.2074
- Hoteladdress Ent Type Recall: 0.6779
- Hoteladdress Ent Type F1: 0.3177
- Hoteladdress Partial Precision: 0.1744
- Hoteladdress Partial Recall: 0.5700
- Hoteladdress Partial F1: 0.2671
- Hoteladdress Exact Precision: 0.1373
- Hoteladdress Exact Recall: 0.4486
- Hoteladdress Exact F1: 0.2102
- Hotelcity Strict Precision: 0.1897
- Hotelcity Strict Recall: 0.6333
- Hotelcity Strict F1: 0.2919
- Hotelcity Ent Type Precision: 0.2070
- Hotelcity Ent Type Recall: 0.6913
- Hotelcity Ent Type F1: 0.3187
- Hotelcity Partial Precision: 0.2031
- Hotelcity Partial Recall: 0.6780
- Hotelcity Partial F1: 0.3126
- Hotelcity Exact Precision: 0.1931
- Hotelcity Exact Recall: 0.6449
- Hotelcity Exact F1: 0.2973
- Hotelname Strict Precision: 0.1090
- Hotelname Strict Recall: 0.3073
- Hotelname Strict F1: 0.1609
- Hotelname Ent Type Precision: 0.1807
- Hotelname Ent Type Recall: 0.5093
- Hotelname Ent Type F1: 0.2667
- Hotelname Partial Precision: 0.1464
- Hotelname Partial Recall: 0.4127
- Hotelname Partial F1: 0.2161
- Hotelname Exact Precision: 0.1092
- Hotelname Exact Recall: 0.3078
- Hotelname Exact F1: 0.1612
- Checkin Strict Precision: 0.2716
- Checkin Strict Recall: 0.8953
- Checkin Strict F1: 0.4168
- Checkin Ent Type Precision: 0.2782
- Checkin Ent Type Recall: 0.9170
- Checkin Ent Type F1: 0.4269
- Checkin Partial Precision: 0.2772
- Checkin Partial Recall: 0.9137
- Checkin Partial F1: 0.4254
- Checkin Exact Precision: 0.2734
- Checkin Exact Recall: 0.9011
- Checkin Exact F1: 0.4195
- Hotelemail Strict Precision: 0.1860
- Hotelemail Strict Recall: 0.8584
- Hotelemail Strict F1: 0.3057
- Hotelemail Ent Type Precision: 0.1941
- Hotelemail Ent Type Recall: 0.8959
- Hotelemail Ent Type F1: 0.3191
- Hotelemail Partial Precision: 0.1901
- Hotelemail Partial Recall: 0.8775
- Hotelemail Partial F1: 0.3125
- Hotelemail Exact Precision: 0.1860
- Hotelemail Exact Recall: 0.8587
- Hotelemail Exact F1: 0.3058
- Checkout Strict Precision: 0.2676
- Checkout Strict Recall: 0.8767
- Checkout Strict F1: 0.4100
- Checkout Ent Type Precision: 0.2737
- Checkout Ent Type Recall: 0.8967
- Checkout Ent Type F1: 0.4194
- Checkout Partial Precision: 0.2720
- Checkout Partial Recall: 0.8912
- Checkout Partial F1: 0.4168
- Checkout Exact Precision: 0.2688
- Checkout Exact Recall: 0.8806
- Checkout Exact F1: 0.4119
- Hoteltaxcode Strict Precision: 0.0454
- Hoteltaxcode Strict Recall: 0.5398
- Hoteltaxcode Strict F1: 0.0837
- Hoteltaxcode Ent Type Precision: 0.0492
- Hoteltaxcode Ent Type Recall: 0.5860
- Hoteltaxcode Ent Type F1: 0.0908
- Hoteltaxcode Partial Precision: 0.0517
- Hoteltaxcode Partial Recall: 0.6158
- Hoteltaxcode Partial F1: 0.0955
- Hoteltaxcode Exact Precision: 0.0495
- Hoteltaxcode Exact Recall: 0.5887
- Hoteltaxcode Exact F1: 0.0912
- Bookingnumber Strict Precision: 0.0338
- Bookingnumber Strict Recall: 0.4452
- Bookingnumber Strict F1: 0.0628
- Bookingnumber Ent Type Precision: 0.0432
- Bookingnumber Ent Type Recall: 0.5693
- Bookingnumber Ent Type F1: 0.0802
- Bookingnumber Partial Precision: 0.0457
- Bookingnumber Partial Recall: 0.6026
- Bookingnumber Partial F1: 0.0849
- Bookingnumber Exact Precision: 0.0400
- Bookingnumber Exact Recall: 0.5278
- Bookingnumber Exact F1: 0.0744
- Cardtype Strict Precision: 0.0520
- Cardtype Strict Recall: 0.5247
- Cardtype Strict F1: 0.0946
- Cardtype Ent Type Precision: 0.0583
- Cardtype Ent Type Recall: 0.5887
- Cardtype Ent Type F1: 0.1062
- Cardtype Partial Precision: 0.0553
- Cardtype Partial Recall: 0.5576
- Cardtype Partial F1: 0.1006
- Cardtype Exact Precision: 0.0521
- Cardtype Exact Recall: 0.5256
- Cardtype Exact F1: 0.0948
- Grossamount Strict Precision: 0.1661
- Grossamount Strict Recall: 0.5646
- Grossamount Strict F1: 0.2567
- Grossamount Ent Type Precision: 0.1876
- Grossamount Ent Type Recall: 0.6376
- Grossamount Ent Type F1: 0.2899
- Grossamount Partial Precision: 0.1831
- Grossamount Partial Recall: 0.6222
- Grossamount Partial F1: 0.2829
- Grossamount Exact Precision: 0.1717
- Grossamount Exact Recall: 0.5833
- Grossamount Exact F1: 0.2653
- Companyname Strict Precision: 0.1966
- Companyname Strict Recall: 0.6788
- Companyname Strict F1: 0.3049
- Companyname Ent Type Precision: 0.2473
- Companyname Ent Type Recall: 0.8540
- Companyname Ent Type F1: 0.3836
- Companyname Partial Precision: 0.2250
- Companyname Partial Recall: 0.7769
- Companyname Partial F1: 0.3489
- Companyname Exact Precision: 0.1981
- Companyname Exact Recall: 0.6839
- Companyname Exact F1: 0.3072
- Currencycode Strict Precision: 0.1007
- Currencycode Strict Recall: 0.4672
- Currencycode Strict F1: 0.1657
- Currencycode Ent Type Precision: 0.1013
- Currencycode Ent Type Recall: 0.4701
- Currencycode Ent Type F1: 0.1667
- Currencycode Partial Precision: 0.1011
- Currencycode Partial Recall: 0.4689
- Currencycode Partial F1: 0.1663
- Currencycode Exact Precision: 0.1008
- Currencycode Exact Recall: 0.4675
- Currencycode Exact F1: 0.1658
- Companyaddress Strict Precision: 0.2135
- Companyaddress Strict Recall: 0.7593
- Companyaddress Strict F1: 0.3332
- Companyaddress Ent Type Precision: 0.2534
- Companyaddress Ent Type Recall: 0.9015
- Companyaddress Ent Type F1: 0.3957
- Companyaddress Partial Precision: 0.2368
- Companyaddress Partial Recall: 0.8422
- Companyaddress Partial F1: 0.3696
- Companyaddress Exact Precision: 0.2154
- Companyaddress Exact Recall: 0.7661
- Companyaddress Exact F1: 0.3362
- Travellername Strict Precision: 0.1830
- Travellername Strict Recall: 0.5188
- Travellername Strict F1: 0.2706
- Travellername Ent Type Precision: 0.2558
- Travellername Ent Type Recall: 0.7250
- Travellername Ent Type F1: 0.3781
- Travellername Partial Precision: 0.2210
- Travellername Partial Recall: 0.6264
- Travellername Partial F1: 0.3267
- Travellername Exact Precision: 0.1839
- Travellername Exact Recall: 0.5214
- Travellername Exact F1: 0.2720
- Companycountry Strict Precision: 0.1611
- Companycountry Strict Recall: 0.8393
- Companycountry Strict F1: 0.2703
- Companycountry Ent Type Precision: 0.1627
- Companycountry Ent Type Recall: 0.8476
- Companycountry Ent Type F1: 0.2730
- Companycountry Partial Precision: 0.1667
- Companycountry Partial Recall: 0.8687
- Companycountry Partial F1: 0.2798
- Companycountry Exact Precision: 0.1657
- Companycountry Exact Recall: 0.8636
- Companycountry Exact F1: 0.2781
- Roomno Strict Precision: 0.2631
- Roomno Strict Recall: 0.7972
- Roomno Strict F1: 0.3956
- Roomno Ent Type Precision: 0.2652
- Roomno Ent Type Recall: 0.8034
- Roomno Ent Type F1: 0.3987
- Roomno Partial Precision: 0.2668
- Roomno Partial Recall: 0.8083
- Roomno Partial F1: 0.4012
- Roomno Exact Precision: 0.2656
- Roomno Exact Recall: 0.8047
- Roomno Exact F1: 0.3994
- Companycity Strict Precision: 0.2305
- Companycity Strict Recall: 0.8192
- Companycity Strict F1: 0.3598
- Companycity Ent Type Precision: 0.2463
- Companycity Ent Type Recall: 0.8753
- Companycity Ent Type F1: 0.3845
- Companycity Partial Precision: 0.2445
- Companycity Partial Recall: 0.8689
- Companycity Partial F1: 0.3816
- Companycity Exact Precision: 0.2354
- Companycity Exact Recall: 0.8367
- Companycity Exact F1: 0.3675
- Invoicenumber Strict Precision: 0.2292
- Invoicenumber Strict Recall: 0.8091
- Invoicenumber Strict F1: 0.3572
- Invoicenumber Ent Type Precision: 0.2491
- Invoicenumber Ent Type Recall: 0.8796
- Invoicenumber Ent Type F1: 0.3883
- Invoicenumber Partial Precision: 0.2413
- Invoicenumber Partial Recall: 0.8518
- Invoicenumber Partial F1: 0.3760
- Invoicenumber Exact Precision: 0.2312
- Invoicenumber Exact Recall: 0.8161
- Invoicenumber Exact F1: 0.3603
- Reservationnumber Strict Precision: 0.0370
- Reservationnumber Strict Recall: 0.5256
- Reservationnumber Strict F1: 0.0691
- Reservationnumber Ent Type Precision: 0.0393
- Reservationnumber Ent Type Recall: 0.5583
- Reservationnumber Ent Type F1: 0.0734
- Reservationnumber Partial Precision: 0.0473
- Reservationnumber Partial Recall: 0.6726
- Reservationnumber Partial F1: 0.0884
- Reservationnumber Exact Precision: 0.0451
- Reservationnumber Exact Recall: 0.6410
- Reservationnumber Exact F1: 0.0843
- Hotelvatnumber Strict Precision: 0.1440
- Hotelvatnumber Strict Recall: 0.6356
- Hotelvatnumber Strict F1: 0.2348
- Hotelvatnumber Ent Type Precision: 0.1562
- Hotelvatnumber Ent Type Recall: 0.6891
- Hotelvatnumber Ent Type F1: 0.2546
- Hotelvatnumber Partial Precision: 0.1608
- Hotelvatnumber Partial Recall: 0.7094
- Hotelvatnumber Partial F1: 0.2621
- Hotelvatnumber Exact Precision: 0.1540
- Hotelvatnumber Exact Recall: 0.6794
- Hotelvatnumber Exact F1: 0.2510
- Pagenumber Strict Precision: 0.1403
- Pagenumber Strict Recall: 0.8180
- Pagenumber Strict F1: 0.2395
- Pagenumber Ent Type Precision: 0.1414
- Pagenumber Ent Type Recall: 0.8247
- Pagenumber Ent Type F1: 0.2415
- Pagenumber Partial Precision: 0.1410
- Pagenumber Partial Recall: 0.8223
- Pagenumber Partial F1: 0.2407
- Pagenumber Exact Precision: 0.1404
- Pagenumber Exact Recall: 0.8187
- Pagenumber Exact F1: 0.2397
- Taxamount Strict Precision: 0.0848
- Taxamount Strict Recall: 0.5957
- Taxamount Strict F1: 0.1484
- Taxamount Ent Type Precision: 0.0994
- Taxamount Ent Type Recall: 0.6987
- Taxamount Ent Type F1: 0.1741
- Taxamount Partial Precision: 0.0965
- Taxamount Partial Recall: 0.6783
- Taxamount Partial F1: 0.1690
- Taxamount Exact Precision: 0.0882
- Taxamount Exact Recall: 0.6201
- Taxamount Exact F1: 0.1545
- Netamount Strict Precision: 0.0895
- Netamount Strict Recall: 0.5567
- Netamount Strict F1: 0.1542
- Netamount Ent Type Precision: 0.1064
- Netamount Ent Type Recall: 0.6616
- Netamount Ent Type F1: 0.1833
- Netamount Partial Precision: 0.1052
- Netamount Partial Recall: 0.6542
- Netamount Partial F1: 0.1812
- Netamount Exact Precision: 0.0953
- Netamount Exact Recall: 0.5930
- Netamount Exact F1: 0.1643
- Hotelphonenumber Strict Precision: 0.1750
- Hotelphonenumber Strict Recall: 0.7519
- Hotelphonenumber Strict F1: 0.2839
- Hotelphonenumber Ent Type Precision: 0.2100
- Hotelphonenumber Ent Type Recall: 0.9023
- Hotelphonenumber Ent Type F1: 0.3407
- Hotelphonenumber Partial Precision: 0.1930
- Hotelphonenumber Partial Recall: 0.8293
- Hotelphonenumber Partial F1: 0.3131
- Hotelphonenumber Exact Precision: 0.1754
- Hotelphonenumber Exact Recall: 0.7536
- Hotelphonenumber Exact F1: 0.2845
- Documenttype Strict Precision: 0.2101
- Documenttype Strict Recall: 0.7221
- Documenttype Strict F1: 0.3255
- Documenttype Ent Type Precision: 0.2332
- Documenttype Ent Type Recall: 0.8015
- Documenttype Ent Type F1: 0.3613
- Documenttype Partial Precision: 0.2223
- Documenttype Partial Recall: 0.7641
- Documenttype Partial F1: 0.3444
- Documenttype Exact Precision: 0.2104
- Documenttype Exact Recall: 0.7231
- Documenttype Exact F1: 0.3259
- Companyzipcode Strict Precision: 0.2460
- Companyzipcode Strict Recall: 0.8948
- Companyzipcode Strict F1: 0.3859
- Companyzipcode Ent Type Precision: 0.2539
- Companyzipcode Ent Type Recall: 0.9233
- Companyzipcode Ent Type F1: 0.3982
- Companyzipcode Partial Precision: 0.2539
- Companyzipcode Partial Recall: 0.9233
- Companyzipcode Partial F1: 0.3982
- Companyzipcode Exact Precision: 0.2488
- Companyzipcode Exact Recall: 0.9050
- Companyzipcode Exact F1: 0.3903
- Invoicedate Strict Precision: 0.2447
- Invoicedate Strict Recall: 0.8869
- Invoicedate Strict F1: 0.3836
- Invoicedate Ent Type Precision: 0.2523
- Invoicedate Ent Type Recall: 0.9141
- Invoicedate Ent Type F1: 0.3954
- Invoicedate Partial Precision: 0.2508
- Invoicedate Partial Recall: 0.9086
- Invoicedate Partial F1: 0.3930
- Invoicedate Exact Precision: 0.2468
- Invoicedate Exact Recall: 0.8942
- Invoicedate Exact F1: 0.3868
- Companyvatnumber Strict Precision: 0.0612
- Companyvatnumber Strict Recall: 0.6299
- Companyvatnumber Strict F1: 0.1116
- Companyvatnumber Ent Type Precision: 0.0676
- Companyvatnumber Ent Type Recall: 0.6953
- Companyvatnumber Ent Type F1: 0.1232
- Companyvatnumber Partial Precision: 0.0713
- Companyvatnumber Partial Recall: 0.7340
- Companyvatnumber Partial F1: 0.1300
- Companyvatnumber Exact Precision: 0.0673
- Companyvatnumber Exact Recall: 0.6924
- Companyvatnumber Exact F1: 0.1227
- Hotelzipcode Strict Precision: 0.1992
- Hotelzipcode Strict Recall: 0.6853
- Hotelzipcode Strict F1: 0.3087
- Hotelzipcode Ent Type Precision: 0.2120
- Hotelzipcode Ent Type Recall: 0.7295
- Hotelzipcode Ent Type F1: 0.3286
- Hotelzipcode Partial Precision: 0.2076
- Hotelzipcode Partial Recall: 0.7143
- Hotelzipcode Partial F1: 0.3218
- Hotelzipcode Exact Precision: 0.2006
- Hotelzipcode Exact Recall: 0.6900
- Hotelzipcode Exact F1: 0.3108
- Hotelcountry Strict Precision: 0.0548
- Hotelcountry Strict Recall: 0.7314
- Hotelcountry Strict F1: 0.1020
- Hotelcountry Ent Type Precision: 0.0570
- Hotelcountry Ent Type Recall: 0.7609
- Hotelcountry Ent Type F1: 0.1061
- Hotelcountry Partial Precision: 0.0577
- Hotelcountry Partial Recall: 0.7701
- Hotelcountry Partial F1: 0.1074
- Hotelcountry Exact Precision: 0.0563
- Hotelcountry Exact Recall: 0.7516
- Hotelcountry Exact F1: 0.1048
- Hotelbankaccount Strict Precision: 0.0
- Hotelbankaccount Strict Recall: 0
- Hotelbankaccount Strict F1: 0
- Hotelbankaccount Ent Type Precision: 0.0
- Hotelbankaccount Ent Type Recall: 0
- Hotelbankaccount Ent Type F1: 0
- Hotelbankaccount Partial Precision: 0.0
- Hotelbankaccount Partial Recall: 0
- Hotelbankaccount Partial F1: 0
- Hotelbankaccount Exact Precision: 0.0
- Hotelbankaccount Exact Recall: 0
- Hotelbankaccount Exact F1: 0
- Cardnumber Strict Precision: 0.0089
- Cardnumber Strict Recall: 0.3603
- Cardnumber Strict F1: 0.0173
- Cardnumber Ent Type Precision: 0.0124
- Cardnumber Ent Type Recall: 0.5033
- Cardnumber Ent Type F1: 0.0241
- Cardnumber Partial Precision: 0.0107
- Cardnumber Partial Recall: 0.4347
- Cardnumber Partial F1: 0.0209
- Cardnumber Exact Precision: 0.0089
- Cardnumber Exact Recall: 0.3632
- Cardnumber Exact F1: 0.0174
- Externalreservationnumber Strict Precision: 0.0
- Externalreservationnumber Strict Recall: 0.0
- Externalreservationnumber Strict F1: 0
- Externalreservationnumber Ent Type Precision: 0.0006
- Externalreservationnumber Ent Type Recall: 0.2353
- Externalreservationnumber Ent Type F1: 0.0011
- Externalreservationnumber Partial Precision: 0.0009
- Externalreservationnumber Partial Recall: 0.3725
- Externalreservationnumber Partial F1: 0.0018
- Externalreservationnumber Exact Precision: 0.0
- Externalreservationnumber Exact Recall: 0.0
- Externalreservationnumber Exact F1: 0
- Hotelfaxnumber Strict Precision: 0.1295
- Hotelfaxnumber Strict Recall: 0.7980
- Hotelfaxnumber Strict F1: 0.2228
- Hotelfaxnumber Ent Type Precision: 0.1472
- Hotelfaxnumber Ent Type Recall: 0.9070
- Hotelfaxnumber Ent Type F1: 0.2533
- Hotelfaxnumber Partial Precision: 0.1386
- Hotelfaxnumber Partial Recall: 0.8541
- Hotelfaxnumber Partial F1: 0.2385
- Hotelfaxnumber Exact Precision: 0.1298
- Hotelfaxnumber Exact Recall: 0.7996
- Hotelfaxnumber Exact F1: 0.2233
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
- gradient_accumulation_steps: 16
- total_train_batch_size: 128
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.25
- 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 |
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| 1.78 | 0.9995 | 574 | 0.5781 | 0.2381 | 0.2971 | 0.2643 | 0.4067 | 0.5074 | 0.4515 | 0.3901 | 0.4868 | 0.4331 | 0.2673 | 0.3336 | 0.2968 | 0.0106 | 0.1290 | 0.0197 | 0.0388 | 0.4705 | 0.0717 | 0.0287 | 0.3481 | 0.0530 | 0.0117 | 0.1423 | 0.0217 | 0.0018 | 0.1697 | 0.0035 | 0.0042 | 0.4005 | 0.0082 | 0.0041 | 0.3927 | 0.0081 | 0.0025 | 0.2399 | 0.0049 | 0.0292 | 0.1494 | 0.0489 | 0.0743 | 0.3798 | 0.1242 | 0.0723 | 0.3699 | 0.1210 | 0.0338 | 0.1728 | 0.0565 | 0.0023 | 0.0905 | 0.0045 | 0.0097 | 0.3758 | 0.0189 | 0.0069 | 0.2668 | 0.0134 | 0.0025 | 0.0972 | 0.0049 | 0.0494 | 0.7269 | 0.0926 | 0.0579 | 0.8518 | 0.1085 | 0.0538 | 0.7906 | 0.1007 | 0.0495 | 0.7275 | 0.0926 | 0.0278 | 0.1429 | 0.0465 | 0.0562 | 0.2894 | 0.0942 | 0.0458 | 0.2361 | 0.0768 | 0.0286 | 0.1473 | 0.0479 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0013 | 0.0380 | 0.0025 | 0.0078 | 0.2280 | 0.0151 | 0.0121 | 0.3531 | 0.0234 | 0.0024 | 0.0690 | 0.0046 | 0.0366 | 0.3935 | 0.0670 | 0.0679 | 0.7296 | 0.1243 | 0.0561 | 0.6030 | 0.1027 | 0.0373 | 0.4005 | 0.0682 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0462 | 0.3925 | 0.0827 | 0.0727 | 0.6180 | 0.1302 | 0.0752 | 0.6388 | 0.1345 | 0.0524 | 0.4450 | 0.0937 | 0.0368 | 0.3687 | 0.0669 | 0.0613 | 0.6147 | 0.1115 | 0.0519 | 0.5206 | 0.0944 | 0.0375 | 0.3763 | 0.0683 | 0.0007 | 0.9843 | 0.0015 | 0.0007 | 0.9843 | 0.0015 | 0.0008 | 1.0 | 0.0015 | 0.0008 | 1.0 | 0.0015 | 0.0001 | 1.0 | 0.0001 | 0.0001 | 1.0 | 0.0001 | 0.0001 | 1.0 | 0.0001 | 0.0001 | 1.0 | 0.0001 | 0.0216 | 0.2860 | 0.0402 | 0.0415 | 0.5491 | 0.0772 | 0.0445 | 0.5889 | 0.0828 | 0.0304 | 0.4017 | 0.0565 | 0.0262 | 0.3307 | 0.0485 | 0.0396 | 0.4996 | 0.0733 | 0.0424 | 0.5350 | 0.0785 | 0.0325 | 0.4102 | 0.0602 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0214 | 0.3127 | 0.0400 | 0.0319 | 0.4663 | 0.0596 | 0.0380 | 0.5560 | 0.0711 | 0.0276 | 0.4046 | 0.0517 | 0.0084 | 0.6170 | 0.0166 | 0.0087 | 0.6397 | 0.0172 | 0.0086 | 0.6284 | 0.0169 | 0.0084 | 0.6170 | 0.0166 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0402 | 0.3523 | 0.0721 | 0.0597 | 0.5240 | 0.1072 | 0.0698 | 0.6124 | 0.1253 | 0.0512 | 0.4490 | 0.0919 | 0.0010 | 0.2395 | 0.0019 | 0.0010 | 0.2395 | 0.0019 | 0.0010 | 0.2395 | 0.0019 | 0.0010 | 0.2395 | 0.0019 | 0.0458 | 0.5055 | 0.0839 | 0.0604 | 0.6668 | 0.1107 | 0.0591 | 0.6528 | 0.1084 | 0.0500 | 0.5521 | 0.0917 | 0.0380 | 0.3903 | 0.0693 | 0.0630 | 0.6461 | 0.1147 | 0.0578 | 0.5934 | 0.1054 | 0.0404 | 0.4148 | 0.0737 | 0.0000 | 0.0034 | 0.0000 | 0.0009 | 0.5361 | 0.0019 | 0.0005 | 0.2766 | 0.0010 | 0.0000 | 0.0034 | 0.0000 | 0.0016 | 0.1304 | 0.0031 | 0.0031 | 0.2549 | 0.0061 | 0.0026 | 0.2109 | 0.0051 | 0.0018 | 0.1467 | 0.0035 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0077 | 0.1438 | 0.0146 | 0.0149 | 0.2798 | 0.0284 | 0.0123 | 0.2297 | 0.0233 | 0.0082 | 0.1539 | 0.0156 |
| 0.4663 | 1.9989 | 1148 | 0.2650 | 0.6480 | 0.5625 | 0.6022 | 0.7835 | 0.6801 | 0.7281 | 0.7461 | 0.6477 | 0.6934 | 0.6667 | 0.5787 | 0.6196 | 0.0822 | 0.3082 | 0.1297 | 0.1564 | 0.5865 | 0.2469 | 0.1229 | 0.4608 | 0.1940 | 0.0834 | 0.3129 | 0.1318 | 0.1241 | 0.4867 | 0.1977 | 0.1473 | 0.5777 | 0.2347 | 0.1465 | 0.5746 | 0.2334 | 0.1319 | 0.5173 | 0.2102 | 0.0463 | 0.1554 | 0.0713 | 0.1278 | 0.4294 | 0.1970 | 0.0891 | 0.2993 | 0.1373 | 0.0468 | 0.1573 | 0.0722 | 0.2096 | 0.8450 | 0.3358 | 0.2161 | 0.8713 | 0.3463 | 0.2168 | 0.8742 | 0.3474 | 0.2125 | 0.8570 | 0.3406 | 0.1366 | 0.8067 | 0.2337 | 0.1455 | 0.8593 | 0.2489 | 0.1412 | 0.8336 | 0.2415 | 0.1367 | 0.8070 | 0.2338 | 0.2066 | 0.8308 | 0.3310 | 0.2129 | 0.8559 | 0.3410 | 0.2121 | 0.8527 | 0.3397 | 0.2088 | 0.8393 | 0.3344 | 0.0001 | 0.0031 | 0.0002 | 0.0295 | 0.7006 | 0.0566 | 0.0160 | 0.3794 | 0.0307 | 0.0001 | 0.0031 | 0.0002 | 0.0001 | 0.0030 | 0.0002 | 0.0137 | 0.4215 | 0.0265 | 0.0117 | 0.3609 | 0.0227 | 0.0002 | 0.0050 | 0.0003 | 0.0158 | 0.4640 | 0.0306 | 0.0217 | 0.6359 | 0.0420 | 0.0188 | 0.5500 | 0.0363 | 0.0158 | 0.4640 | 0.0306 | 0.0963 | 0.3291 | 0.1489 | 0.1202 | 0.4108 | 0.1860 | 0.1252 | 0.4281 | 0.1938 | 0.1102 | 0.3768 | 0.1706 | 0.1373 | 0.5697 | 0.2213 | 0.1856 | 0.7700 | 0.2991 | 0.1647 | 0.6831 | 0.2654 | 0.1386 | 0.5750 | 0.2234 | 0.0182 | 0.2069 | 0.0334 | 0.0182 | 0.2071 | 0.0335 | 0.0182 | 0.2072 | 0.0335 | 0.0182 | 0.2071 | 0.0335 | 0.1559 | 0.6711 | 0.2530 | 0.1913 | 0.8235 | 0.3104 | 0.1784 | 0.7681 | 0.2895 | 0.1584 | 0.6821 | 0.2571 | 0.1302 | 0.4448 | 0.2015 | 0.1915 | 0.6543 | 0.2963 | 0.1636 | 0.5588 | 0.2531 | 0.1315 | 0.4493 | 0.2035 | 0.1041 | 0.6452 | 0.1792 | 0.1081 | 0.6699 | 0.1861 | 0.1202 | 0.7452 | 0.2070 | 0.1177 | 0.7298 | 0.2027 | 0.1714 | 0.6485 | 0.2712 | 0.1715 | 0.6487 | 0.2712 | 0.1736 | 0.6567 | 0.2746 | 0.1736 | 0.6567 | 0.2745 | 0.1668 | 0.7561 | 0.2734 | 0.1831 | 0.8297 | 0.2999 | 0.1828 | 0.8283 | 0.2995 | 0.1724 | 0.7812 | 0.2824 | 0.1611 | 0.6888 | 0.2611 | 0.1848 | 0.7904 | 0.2996 | 0.1777 | 0.7599 | 0.2881 | 0.1653 | 0.7070 | 0.2680 | 0.0009 | 0.0494 | 0.0017 | 0.0102 | 0.5756 | 0.0201 | 0.0062 | 0.3507 | 0.0122 | 0.0010 | 0.0560 | 0.0020 | 0.0967 | 0.4293 | 0.1578 | 0.1129 | 0.5012 | 0.1842 | 0.1184 | 0.5255 | 0.1932 | 0.1081 | 0.4798 | 0.1764 | 0.0997 | 0.7992 | 0.1773 | 0.1007 | 0.8070 | 0.1790 | 0.1003 | 0.8038 | 0.1783 | 0.0998 | 0.7996 | 0.1774 | 0.0114 | 0.0952 | 0.0204 | 0.0156 | 0.1306 | 0.0279 | 0.0199 | 0.1662 | 0.0356 | 0.0156 | 0.1303 | 0.0279 | 0.0281 | 0.1783 | 0.0486 | 0.0571 | 0.3616 | 0.0986 | 0.0716 | 0.4538 | 0.1237 | 0.0348 | 0.2208 | 0.0602 | 0.1290 | 0.7020 | 0.2179 | 0.1583 | 0.8616 | 0.2675 | 0.1442 | 0.7847 | 0.2436 | 0.1294 | 0.7044 | 0.2187 | 0.1414 | 0.6441 | 0.2319 | 0.1626 | 0.7406 | 0.2666 | 0.1525 | 0.6948 | 0.2502 | 0.1416 | 0.6448 | 0.2322 | 0.1805 | 0.8244 | 0.2962 | 0.1913 | 0.8737 | 0.3139 | 0.1902 | 0.8687 | 0.3121 | 0.1834 | 0.8375 | 0.3009 | 0.1812 | 0.8266 | 0.2972 | 0.1897 | 0.8652 | 0.3111 | 0.1882 | 0.8588 | 0.3088 | 0.1837 | 0.8380 | 0.3013 | 0.0021 | 0.0383 | 0.0040 | 0.0379 | 0.6924 | 0.0719 | 0.0228 | 0.4156 | 0.0432 | 0.0024 | 0.0430 | 0.0045 | 0.1360 | 0.5545 | 0.2184 | 0.1544 | 0.6297 | 0.2480 | 0.1484 | 0.6052 | 0.2383 | 0.1383 | 0.5641 | 0.2222 | 0.0046 | 0.7618 | 0.0091 | 0.0046 | 0.7618 | 0.0091 | 0.0047 | 0.7812 | 0.0094 | 0.0047 | 0.7812 | 0.0094 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0044 | 0.3333 | 0.0087 | 0.0075 | 0.5635 | 0.0147 | 0.0060 | 0.4547 | 0.0119 | 0.0044 | 0.3358 | 0.0088 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0954 | 0.7828 | 0.1700 | 0.1087 | 0.8923 | 0.1938 | 0.1022 | 0.8390 | 0.1822 | 0.0955 | 0.7839 | 0.1702 |
| 0.2572 | 2.9984 | 1722 | 0.2175 | 0.7309 | 0.6524 | 0.6894 | 0.8362 | 0.7463 | 0.7887 | 0.8033 | 0.7169 | 0.7576 | 0.7452 | 0.6651 | 0.7029 | 0.1099 | 0.3798 | 0.1705 | 0.1837 | 0.6346 | 0.2849 | 0.1498 | 0.5175 | 0.2323 | 0.1112 | 0.3844 | 0.1725 | 0.1666 | 0.5637 | 0.2572 | 0.1878 | 0.6354 | 0.2899 | 0.1836 | 0.6211 | 0.2834 | 0.1704 | 0.5766 | 0.2631 | 0.0875 | 0.2575 | 0.1307 | 0.1645 | 0.4840 | 0.2456 | 0.1280 | 0.3765 | 0.1911 | 0.0877 | 0.2580 | 0.1309 | 0.2528 | 0.8755 | 0.3923 | 0.2587 | 0.8959 | 0.4015 | 0.2581 | 0.8938 | 0.4005 | 0.2545 | 0.8815 | 0.3950 | 0.1662 | 0.8477 | 0.2778 | 0.1748 | 0.8918 | 0.2923 | 0.1705 | 0.8701 | 0.2852 | 0.1662 | 0.8480 | 0.2779 | 0.2501 | 0.8651 | 0.3881 | 0.2551 | 0.8824 | 0.3958 | 0.2542 | 0.8791 | 0.3943 | 0.2515 | 0.8699 | 0.3902 | 0.0334 | 0.5194 | 0.0627 | 0.0416 | 0.6467 | 0.0781 | 0.0403 | 0.6276 | 0.0758 | 0.0359 | 0.5592 | 0.0675 | 0.0147 | 0.2431 | 0.0277 | 0.0309 | 0.5112 | 0.0583 | 0.0291 | 0.4807 | 0.0548 | 0.0179 | 0.2966 | 0.0338 | 0.0331 | 0.5310 | 0.0624 | 0.0390 | 0.6252 | 0.0734 | 0.0361 | 0.5791 | 0.0680 | 0.0332 | 0.5320 | 0.0625 | 0.1429 | 0.4724 | 0.2195 | 0.1651 | 0.5456 | 0.2535 | 0.1648 | 0.5447 | 0.2531 | 0.1518 | 0.5017 | 0.2331 | 0.1754 | 0.6522 | 0.2765 | 0.2248 | 0.8356 | 0.3542 | 0.2033 | 0.7559 | 0.3204 | 0.1769 | 0.6578 | 0.2788 | 0.0794 | 0.4437 | 0.1347 | 0.0802 | 0.4481 | 0.1360 | 0.0799 | 0.4465 | 0.1355 | 0.0795 | 0.4443 | 0.1348 | 0.1918 | 0.7303 | 0.3038 | 0.2312 | 0.8805 | 0.3663 | 0.2151 | 0.8191 | 0.3407 | 0.1937 | 0.7374 | 0.3068 | 0.1592 | 0.4790 | 0.2390 | 0.2285 | 0.6873 | 0.3429 | 0.1958 | 0.5889 | 0.2938 | 0.1602 | 0.4821 | 0.2405 | 0.1423 | 0.8051 | 0.2419 | 0.1444 | 0.8168 | 0.2454 | 0.1513 | 0.8556 | 0.2571 | 0.1497 | 0.8468 | 0.2544 | 0.2313 | 0.7625 | 0.3549 | 0.2330 | 0.7682 | 0.3576 | 0.2347 | 0.7737 | 0.3601 | 0.2337 | 0.7706 | 0.3587 | 0.2092 | 0.8099 | 0.3325 | 0.2236 | 0.8659 | 0.3555 | 0.2223 | 0.8607 | 0.3533 | 0.2142 | 0.8294 | 0.3405 | 0.2042 | 0.7815 | 0.3238 | 0.2271 | 0.8694 | 0.3602 | 0.2179 | 0.8339 | 0.3455 | 0.2062 | 0.7893 | 0.3270 | 0.0235 | 0.5253 | 0.0449 | 0.0277 | 0.6204 | 0.0531 | 0.0308 | 0.6882 | 0.0589 | 0.0265 | 0.5935 | 0.0508 | 0.1267 | 0.5819 | 0.2081 | 0.1404 | 0.6448 | 0.2306 | 0.1455 | 0.6682 | 0.2390 | 0.1374 | 0.6311 | 0.2257 | 0.1254 | 0.8044 | 0.2170 | 0.1264 | 0.8109 | 0.2188 | 0.1261 | 0.8087 | 0.2182 | 0.1256 | 0.8053 | 0.2172 | 0.0606 | 0.4175 | 0.1058 | 0.0735 | 0.5067 | 0.1284 | 0.0752 | 0.5187 | 0.1314 | 0.0669 | 0.4615 | 0.1169 | 0.0591 | 0.3895 | 0.1026 | 0.0812 | 0.5350 | 0.1410 | 0.0861 | 0.5673 | 0.1495 | 0.0692 | 0.4558 | 0.1201 | 0.1580 | 0.7312 | 0.2599 | 0.1912 | 0.8844 | 0.3144 | 0.1751 | 0.8103 | 0.2880 | 0.1585 | 0.7332 | 0.2606 | 0.1852 | 0.6898 | 0.2919 | 0.2078 | 0.7743 | 0.3277 | 0.1971 | 0.7344 | 0.3108 | 0.1854 | 0.6908 | 0.2924 | 0.2217 | 0.8650 | 0.3530 | 0.2314 | 0.9027 | 0.3684 | 0.2304 | 0.8989 | 0.3668 | 0.2243 | 0.8750 | 0.3570 | 0.2216 | 0.8578 | 0.3521 | 0.2303 | 0.8916 | 0.3660 | 0.2285 | 0.8848 | 0.3632 | 0.2238 | 0.8663 | 0.3557 | 0.0474 | 0.6068 | 0.0880 | 0.0554 | 0.7086 | 0.1027 | 0.0563 | 0.7205 | 0.1045 | 0.0513 | 0.6557 | 0.0951 | 0.1730 | 0.6274 | 0.2712 | 0.1883 | 0.6827 | 0.2951 | 0.1830 | 0.6636 | 0.2869 | 0.1746 | 0.6332 | 0.2738 | 0.0378 | 0.6513 | 0.0715 | 0.0382 | 0.6586 | 0.0723 | 0.0388 | 0.6679 | 0.0733 | 0.0385 | 0.6639 | 0.0728 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0061 | 0.3035 | 0.0119 | 0.0110 | 0.5489 | 0.0216 | 0.0086 | 0.4293 | 0.0169 | 0.0061 | 0.3056 | 0.0120 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1171 | 0.7908 | 0.2041 | 0.1334 | 0.9002 | 0.2323 | 0.1255 | 0.8470 | 0.2186 | 0.1174 | 0.7922 | 0.2044 |
| 0.2045 | 3.9996 | 2297 | 0.2042 | 0.7445 | 0.6832 | 0.7126 | 0.8412 | 0.7720 | 0.8051 | 0.8098 | 0.7431 | 0.7751 | 0.7578 | 0.6954 | 0.7253 | 0.1134 | 0.4287 | 0.1793 | 0.1798 | 0.6797 | 0.2844 | 0.1488 | 0.5626 | 0.2354 | 0.1142 | 0.4318 | 0.1807 | 0.1648 | 0.6096 | 0.2594 | 0.1832 | 0.6776 | 0.2884 | 0.1789 | 0.6617 | 0.2816 | 0.1682 | 0.6224 | 0.2649 | 0.0899 | 0.2914 | 0.1374 | 0.1565 | 0.5072 | 0.2392 | 0.1246 | 0.4037 | 0.1904 | 0.0901 | 0.2919 | 0.1377 | 0.2516 | 0.8847 | 0.3918 | 0.2579 | 0.9068 | 0.4016 | 0.2569 | 0.9032 | 0.4000 | 0.2533 | 0.8905 | 0.3944 | 0.1680 | 0.8479 | 0.2804 | 0.1764 | 0.8904 | 0.2944 | 0.1722 | 0.8695 | 0.2875 | 0.1680 | 0.8482 | 0.2805 | 0.2483 | 0.8778 | 0.3871 | 0.2539 | 0.8975 | 0.3958 | 0.2523 | 0.8919 | 0.3934 | 0.2494 | 0.8814 | 0.3888 | 0.0373 | 0.5425 | 0.0699 | 0.0424 | 0.6155 | 0.0793 | 0.0433 | 0.6298 | 0.0811 | 0.0403 | 0.5859 | 0.0755 | 0.0248 | 0.3679 | 0.0465 | 0.0366 | 0.5424 | 0.0686 | 0.0376 | 0.5566 | 0.0704 | 0.0299 | 0.4430 | 0.0560 | 0.0428 | 0.5470 | 0.0794 | 0.0477 | 0.6096 | 0.0885 | 0.0453 | 0.5794 | 0.0841 | 0.0429 | 0.5481 | 0.0795 | 0.1424 | 0.5342 | 0.2249 | 0.1648 | 0.6180 | 0.2602 | 0.1603 | 0.6013 | 0.2532 | 0.1480 | 0.5551 | 0.2337 | 0.1758 | 0.6602 | 0.2777 | 0.2259 | 0.8479 | 0.3567 | 0.2034 | 0.7634 | 0.3212 | 0.1769 | 0.6642 | 0.2794 | 0.0841 | 0.4566 | 0.1421 | 0.0849 | 0.4609 | 0.1434 | 0.0846 | 0.4593 | 0.1429 | 0.0842 | 0.4571 | 0.1423 | 0.1938 | 0.7483 | 0.3079 | 0.2321 | 0.8961 | 0.3687 | 0.2160 | 0.8341 | 0.3432 | 0.1955 | 0.7548 | 0.3106 | 0.1643 | 0.4967 | 0.2469 | 0.2302 | 0.6961 | 0.3460 | 0.1991 | 0.6021 | 0.2993 | 0.1653 | 0.4998 | 0.2484 | 0.1444 | 0.8325 | 0.2462 | 0.1460 | 0.8417 | 0.2489 | 0.1508 | 0.8691 | 0.2570 | 0.1498 | 0.8634 | 0.2553 | 0.2353 | 0.7837 | 0.3619 | 0.2370 | 0.7895 | 0.3646 | 0.2386 | 0.7947 | 0.3670 | 0.2376 | 0.7915 | 0.3655 | 0.2125 | 0.8201 | 0.3375 | 0.2252 | 0.8694 | 0.3578 | 0.2249 | 0.8684 | 0.3573 | 0.2178 | 0.8406 | 0.3459 | 0.2070 | 0.7905 | 0.3281 | 0.2284 | 0.8724 | 0.3621 | 0.2199 | 0.8398 | 0.3485 | 0.2090 | 0.7982 | 0.3313 | 0.0305 | 0.5606 | 0.0579 | 0.0331 | 0.6083 | 0.0629 | 0.0402 | 0.7381 | 0.0763 | 0.0383 | 0.7020 | 0.0726 | 0.1277 | 0.6206 | 0.2118 | 0.1400 | 0.6805 | 0.2323 | 0.1437 | 0.6983 | 0.2383 | 0.1364 | 0.6631 | 0.2263 | 0.1264 | 0.8116 | 0.2187 | 0.1275 | 0.8185 | 0.2206 | 0.1271 | 0.8159 | 0.2199 | 0.1265 | 0.8123 | 0.2189 | 0.0721 | 0.5536 | 0.1276 | 0.0849 | 0.6515 | 0.1502 | 0.0846 | 0.6496 | 0.1498 | 0.0767 | 0.5890 | 0.1358 | 0.0720 | 0.4906 | 0.1256 | 0.0890 | 0.6065 | 0.1552 | 0.0906 | 0.6172 | 0.1580 | 0.0801 | 0.5456 | 0.1396 | 0.1585 | 0.7460 | 0.2614 | 0.1910 | 0.8991 | 0.3150 | 0.1752 | 0.8249 | 0.2890 | 0.1589 | 0.7479 | 0.2621 | 0.1884 | 0.7045 | 0.2973 | 0.2111 | 0.7893 | 0.3332 | 0.2003 | 0.7490 | 0.3161 | 0.1887 | 0.7054 | 0.2977 | 0.2246 | 0.8824 | 0.3581 | 0.2326 | 0.9138 | 0.3709 | 0.2323 | 0.9126 | 0.3704 | 0.2272 | 0.8924 | 0.3622 | 0.2238 | 0.8681 | 0.3559 | 0.2317 | 0.8988 | 0.3685 | 0.2304 | 0.8934 | 0.3663 | 0.2261 | 0.8769 | 0.3595 | 0.0513 | 0.6418 | 0.0950 | 0.0572 | 0.7152 | 0.1059 | 0.0598 | 0.7474 | 0.1107 | 0.0559 | 0.6991 | 0.1035 | 0.1746 | 0.6719 | 0.2771 | 0.1882 | 0.7244 | 0.2988 | 0.1838 | 0.7072 | 0.2917 | 0.1761 | 0.6777 | 0.2796 | 0.0447 | 0.7155 | 0.0841 | 0.0468 | 0.7494 | 0.0881 | 0.0471 | 0.7537 | 0.0886 | 0.0460 | 0.7358 | 0.0865 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0044 | 0.2586 | 0.0087 | 0.0096 | 0.5613 | 0.0189 | 0.0070 | 0.4118 | 0.0138 | 0.0044 | 0.2598 | 0.0087 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1175 | 0.7990 | 0.2048 | 0.1335 | 0.9078 | 0.2327 | 0.1257 | 0.8548 | 0.2191 | 0.1177 | 0.8003 | 0.2052 |
The model card is truncated. Read the rest on Hugging Face.
- Type
- bert
- License
- apache-2.0
- Created
- Aug 16, 2024
- Updated
- Aug 16, 2024