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20240725054516
nttaii/20240725054516
20240725054516 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. 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
- Task
- Token Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- Jul 25, 2024
- Updated
- Jul 25, 2024
- SHA
- 648e2a50
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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. -->
20240725054516
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: 0.3065
- Overall Strict Precision: 0.7681
- Overall Strict Recall: 0.7407
- Overall Strict F1: 0.7542
- Overall Ent Type Precision: 0.8495
- Overall Ent Type Recall: 0.8192
- Overall Ent Type F1: 0.8341
- Overall Partial Precision: 0.8210
- Overall Partial Recall: 0.7918
- Overall Partial F1: 0.8061
- Overall Exact Precision: 0.7779
- Overall Exact Recall: 0.7502
- Overall Exact F1: 0.7638
- Hoteltaxcode Strict Precision: 0.0280
- Hoteltaxcode Strict Recall: 0.4934
- Hoteltaxcode Strict F1: 0.0530
- Hoteltaxcode Ent Type Precision: 0.0303
- Hoteltaxcode Ent Type Recall: 0.5344
- Hoteltaxcode Ent Type F1: 0.0574
- Hoteltaxcode Partial Precision: 0.0325
- Hoteltaxcode Partial Recall: 0.5736
- Hoteltaxcode Partial F1: 0.0616
- Hoteltaxcode Exact Precision: 0.0311
- Hoteltaxcode Exact Recall: 0.5487
- Hoteltaxcode Exact F1: 0.0589
- Crewtype Strict Precision: 0.0
- Crewtype Strict Recall: 0.0
- Crewtype Strict F1: 0
- Crewtype Ent Type Precision: 0.0
- Crewtype Ent Type Recall: 0.0
- Crewtype Ent Type F1: 0
- Crewtype Partial Precision: 0.0
- Crewtype Partial Recall: 0.0
- Crewtype Partial F1: 0
- Crewtype Exact Precision: 0.0
- Crewtype Exact Recall: 0.0
- Crewtype Exact F1: 0
- Checkout Strict Precision: 0.2515
- Checkout Strict Recall: 0.9126
- Checkout Strict F1: 0.3944
- Checkout Ent Type Precision: 0.2549
- Checkout Ent Type Recall: 0.9248
- Checkout Ent Type F1: 0.3996
- Checkout Partial Precision: 0.2553
- Checkout Partial Recall: 0.9262
- Checkout Partial F1: 0.4002
- Checkout Exact Precision: 0.2534
- Checkout Exact Recall: 0.9195
- Checkout Exact F1: 0.3973
- Hotelcountry Strict Precision: 0.0516
- Hotelcountry Strict Recall: 0.7496
- Hotelcountry Strict F1: 0.0965
- Hotelcountry Ent Type Precision: 0.0524
- Hotelcountry Ent Type Recall: 0.7609
- Hotelcountry Ent Type F1: 0.0980
- Hotelcountry Partial Precision: 0.0541
- Hotelcountry Partial Recall: 0.7870
- Hotelcountry Partial F1: 0.1013
- Hotelcountry Exact Precision: 0.0536
- Hotelcountry Exact Recall: 0.7792
- Hotelcountry Exact F1: 0.1003
- Hotelphonenumber Strict Precision: 0.1691
- Hotelphonenumber Strict Recall: 0.7966
- Hotelphonenumber Strict F1: 0.2790
- Hotelphonenumber Ent Type Precision: 0.1937
- Hotelphonenumber Ent Type Recall: 0.9123
- Hotelphonenumber Ent Type F1: 0.3195
- Hotelphonenumber Partial Precision: 0.1815
- Hotelphonenumber Partial Recall: 0.8549
- Hotelphonenumber Partial F1: 0.2994
- Hotelphonenumber Exact Precision: 0.1692
- Hotelphonenumber Exact Recall: 0.7970
- Hotelphonenumber Exact F1: 0.2792
- Externalreservationnumber Strict Precision: 0.0048
- Externalreservationnumber Strict Recall: 0.3214
- Externalreservationnumber Strict F1: 0.0094
- Externalreservationnumber Ent Type Precision: 0.0050
- Externalreservationnumber Ent Type Recall: 0.3357
- Externalreservationnumber Ent Type F1: 0.0098
- Externalreservationnumber Partial Precision: 0.0092
- Externalreservationnumber Partial Recall: 0.6169
- Externalreservationnumber Partial F1: 0.0180
- Externalreservationnumber Exact Precision: 0.0087
- Externalreservationnumber Exact Recall: 0.5897
- Externalreservationnumber Exact F1: 0.0172
- Reservationnumber Strict Precision: 0.0299
- Reservationnumber Strict Recall: 0.5091
- Reservationnumber Strict F1: 0.0564
- Reservationnumber Ent Type Precision: 0.0307
- Reservationnumber Ent Type Recall: 0.5232
- Reservationnumber Ent Type F1: 0.0580
- Reservationnumber Partial Precision: 0.0389
- Reservationnumber Partial Recall: 0.6630
- Reservationnumber Partial F1: 0.0735
- Reservationnumber Exact Precision: 0.0381
- Reservationnumber Exact Recall: 0.6487
- Reservationnumber Exact F1: 0.0719
- Hotelemail Strict Precision: 0.1714
- Hotelemail Strict Recall: 0.8916
- Hotelemail Strict F1: 0.2875
- Hotelemail Ent Type Precision: 0.1787
- Hotelemail Ent Type Recall: 0.9293
- Hotelemail Ent Type F1: 0.2997
- Hotelemail Partial Precision: 0.1751
- Hotelemail Partial Recall: 0.9108
- Hotelemail Partial F1: 0.2937
- Hotelemail Exact Precision: 0.1715
- Hotelemail Exact Recall: 0.8919
- Hotelemail Exact F1: 0.2876
- Invoicedate Strict Precision: 0.2272
- Invoicedate Strict Recall: 0.9116
- Invoicedate Strict F1: 0.3637
- Invoicedate Ent Type Precision: 0.2330
- Invoicedate Ent Type Recall: 0.9349
- Invoicedate Ent Type F1: 0.3730
- Invoicedate Partial Precision: 0.2312
- Invoicedate Partial Recall: 0.9280
- Invoicedate Partial F1: 0.3702
- Invoicedate Exact Precision: 0.2283
- Invoicedate Exact Recall: 0.9163
- Invoicedate Exact F1: 0.3656
- Hotelfaxnumber Strict Precision: 0.1214
- Hotelfaxnumber Strict Recall: 0.8131
- Hotelfaxnumber Strict F1: 0.2113
- Hotelfaxnumber Ent Type Precision: 0.1354
- Hotelfaxnumber Ent Type Recall: 0.9066
- Hotelfaxnumber Ent Type F1: 0.2356
- Hotelfaxnumber Partial Precision: 0.1286
- Hotelfaxnumber Partial Recall: 0.8611
- Hotelfaxnumber Partial F1: 0.2237
- Hotelfaxnumber Exact Precision: 0.1216
- Hotelfaxnumber Exact Recall: 0.8141
- Hotelfaxnumber Exact F1: 0.2115
- Grossamount Strict Precision: 0.1590
- Grossamount Strict Recall: 0.6874
- Grossamount Strict F1: 0.2583
- Grossamount Ent Type Precision: 0.1741
- Grossamount Ent Type Recall: 0.7527
- Grossamount Ent Type F1: 0.2828
- Grossamount Partial Precision: 0.1680
- Grossamount Partial Recall: 0.7265
- Grossamount Partial F1: 0.2729
- Grossamount Exact Precision: 0.1601
- Grossamount Exact Recall: 0.6920
- Grossamount Exact F1: 0.2600
- Invoicenumber Strict Precision: 0.2161
- Invoicenumber Strict Recall: 0.8643
- Invoicenumber Strict F1: 0.3458
- Invoicenumber Ent Type Precision: 0.2293
- Invoicenumber Ent Type Recall: 0.9169
- Invoicenumber Ent Type F1: 0.3668
- Invoicenumber Partial Precision: 0.2243
- Invoicenumber Partial Recall: 0.8970
- Invoicenumber Partial F1: 0.3589
- Invoicenumber Exact Precision: 0.2175
- Invoicenumber Exact Recall: 0.8696
- Invoicenumber Exact F1: 0.3479
- Arrivaltrainno Strict Precision: 0.0000
- Arrivaltrainno Strict Recall: 0.1
- Arrivaltrainno Strict F1: 0.0000
- Arrivaltrainno Ent Type Precision: 0.0000
- Arrivaltrainno Ent Type Recall: 0.1
- Arrivaltrainno Ent Type F1: 0.0000
- Arrivaltrainno Partial Precision: 0.0001
- Arrivaltrainno Partial Recall: 0.6
- Arrivaltrainno Partial F1: 0.0003
- Arrivaltrainno Exact Precision: 0.0001
- Arrivaltrainno Exact Recall: 0.5
- Arrivaltrainno Exact F1: 0.0002
- Trafficdate Strict Precision: 0.0
- Trafficdate Strict Recall: 0.0
- Trafficdate Strict F1: 0
- Trafficdate Ent Type Precision: 0.0
- Trafficdate Ent Type Recall: 0.0
- Trafficdate Ent Type F1: 0
- Trafficdate Partial Precision: 0.0002
- Trafficdate Partial Recall: 0.1702
- Trafficdate Partial F1: 0.0003
- Trafficdate Exact Precision: 0.0001
- Trafficdate Exact Recall: 0.0638
- Trafficdate Exact F1: 0.0001
- Hotelzipcode Strict Precision: 0.1857
- Hotelzipcode Strict Recall: 0.7273
- Hotelzipcode Strict F1: 0.2959
- Hotelzipcode Ent Type Precision: 0.1969
- Hotelzipcode Ent Type Recall: 0.7711
- Hotelzipcode Ent Type F1: 0.3137
- Hotelzipcode Partial Precision: 0.1930
- Hotelzipcode Partial Recall: 0.7559
- Hotelzipcode Partial F1: 0.3076
- Hotelzipcode Exact Precision: 0.1869
- Hotelzipcode Exact Recall: 0.7319
- Hotelzipcode Exact F1: 0.2978
- Companyzipcode Strict Precision: 0.2293
- Companyzipcode Strict Recall: 0.9163
- Companyzipcode Strict F1: 0.3668
- Companyzipcode Ent Type Precision: 0.2358
- Companyzipcode Ent Type Recall: 0.9425
- Companyzipcode Ent Type F1: 0.3773
- Companyzipcode Partial Precision: 0.2351
- Companyzipcode Partial Recall: 0.9394
- Companyzipcode Partial F1: 0.3760
- Companyzipcode Exact Precision: 0.2313
- Companyzipcode Exact Recall: 0.9242
- Companyzipcode Exact F1: 0.3699
- Checkin Strict Precision: 0.2498
- Checkin Strict Recall: 0.9152
- Checkin Strict F1: 0.3925
- Checkin Ent Type Precision: 0.2553
- Checkin Ent Type Recall: 0.9350
- Checkin Ent Type F1: 0.4010
- Checkin Partial Precision: 0.2548
- Checkin Partial Recall: 0.9335
- Checkin Partial F1: 0.4004
- Checkin Exact Precision: 0.2518
- Checkin Exact Recall: 0.9224
- Checkin Exact F1: 0.3956
- Travellername Strict Precision: 0.1680
- Travellername Strict Recall: 0.5384
- Travellername Strict F1: 0.2561
- Travellername Ent Type Precision: 0.2345
- Travellername Ent Type Recall: 0.7512
- Travellername Ent Type F1: 0.3574
- Travellername Partial Precision: 0.2024
- Travellername Partial Recall: 0.6486
- Travellername Partial F1: 0.3086
- Travellername Exact Precision: 0.1687
- Travellername Exact Recall: 0.5406
- Travellername Exact F1: 0.2572
- Documenttype Strict Precision: 0.1942
- Documenttype Strict Recall: 0.7788
- Documenttype Strict F1: 0.3108
- Documenttype Ent Type Precision: 0.2118
- Documenttype Ent Type Recall: 0.8496
- Documenttype Ent Type F1: 0.3391
- Documenttype Partial Precision: 0.2034
- Documenttype Partial Recall: 0.8158
- Documenttype Partial F1: 0.3256
- Documenttype Exact Precision: 0.1944
- Documenttype Exact Recall: 0.7796
- Documenttype Exact F1: 0.3112
- Taxamount Strict Precision: 0.0821
- Taxamount Strict Recall: 0.7964
- Taxamount Strict F1: 0.1489
- Taxamount Ent Type Precision: 0.0925
- Taxamount Ent Type Recall: 0.8970
- Taxamount Ent Type F1: 0.1677
- Taxamount Partial Precision: 0.0876
- Taxamount Partial Recall: 0.8493
- Taxamount Partial F1: 0.1588
- Taxamount Exact Precision: 0.0823
- Taxamount Exact Recall: 0.7981
- Taxamount Exact F1: 0.1492
- Pagenumber Strict Precision: 0.1267
- Pagenumber Strict Recall: 0.8189
- Pagenumber Strict F1: 0.2194
- Pagenumber Ent Type Precision: 0.1292
- Pagenumber Ent Type Recall: 0.8348
- Pagenumber Ent Type F1: 0.2237
- Pagenumber Partial Precision: 0.1283
- Pagenumber Partial Recall: 0.8295
- Pagenumber Partial F1: 0.2223
- Pagenumber Exact Precision: 0.1271
- Pagenumber Exact Recall: 0.8215
- Pagenumber Exact F1: 0.2201
- Netamount Strict Precision: 0.0935
- Netamount Strict Recall: 0.7681
- Netamount Strict F1: 0.1668
- Netamount Ent Type Precision: 0.1061
- Netamount Ent Type Recall: 0.8713
- Netamount Ent Type F1: 0.1892
- Netamount Partial Precision: 0.1010
- Netamount Partial Recall: 0.8291
- Netamount Partial F1: 0.1800
- Netamount Exact Precision: 0.0945
- Netamount Exact Recall: 0.7760
- Netamount Exact F1: 0.1685
- Bookingnumber Strict Precision: 0.0197
- Bookingnumber Strict Recall: 0.5378
- Bookingnumber Strict F1: 0.0380
- Bookingnumber Ent Type Precision: 0.0213
- Bookingnumber Ent Type Recall: 0.5812
- Bookingnumber Ent Type F1: 0.0411
- Bookingnumber Partial Precision: 0.0235
- Bookingnumber Partial Recall: 0.6404
- Bookingnumber Partial F1: 0.0453
- Bookingnumber Exact Precision: 0.0224
- Bookingnumber Exact Recall: 0.6116
- Bookingnumber Exact F1: 0.0432
- Companyname Strict Precision: 0.1834
- Companyname Strict Recall: 0.6891
- Companyname Strict F1: 0.2896
- Companyname Ent Type Precision: 0.2304
- Companyname Ent Type Recall: 0.8658
- Companyname Ent Type F1: 0.3639
- Companyname Partial Precision: 0.2099
- Companyname Partial Recall: 0.7888
- Companyname Partial F1: 0.3316
- Companyname Exact Precision: 0.1846
- Companyname Exact Recall: 0.6936
- Companyname Exact F1: 0.2916
- Companycity Strict Precision: 0.2164
- Companycity Strict Recall: 0.8517
- Companycity Strict F1: 0.3451
- Companycity Ent Type Precision: 0.2285
- Companycity Ent Type Recall: 0.8994
- Companycity Ent Type F1: 0.3645
- Companycity Partial Precision: 0.2275
- Companycity Partial Recall: 0.8955
- Companycity Partial F1: 0.3629
- Companycity Exact Precision: 0.2204
- Companycity Exact Recall: 0.8676
- Companycity Exact F1: 0.3516
- Hoteladdress Strict Precision: 0.1278
- Hoteladdress Strict Recall: 0.4657
- Hoteladdress Strict F1: 0.2005
- Hoteladdress Ent Type Precision: 0.1935
- Hoteladdress Ent Type Recall: 0.7050
- Hoteladdress Ent Type F1: 0.3036
- Hoteladdress Partial Precision: 0.1632
- Hoteladdress Partial Recall: 0.5948
- Hoteladdress Partial F1: 0.2562
- Hoteladdress Exact Precision: 0.1286
- Hoteladdress Exact Recall: 0.4687
- Hoteladdress Exact F1: 0.2019
- Companycountry Strict Precision: 0.1484
- Companycountry Strict Recall: 0.8837
- Companycountry Strict F1: 0.2542
- Companycountry Ent Type Precision: 0.1496
- Companycountry Ent Type Recall: 0.8903
- Companycountry Ent Type F1: 0.2561
- Companycountry Partial Precision: 0.1522
- Companycountry Partial Recall: 0.9062
- Companycountry Partial F1: 0.2607
- Companycountry Exact Precision: 0.1516
- Companycountry Exact Recall: 0.9022
- Companycountry Exact F1: 0.2595
- Companyaddress Strict Precision: 0.1943
- Companyaddress Strict Recall: 0.7482
- Companyaddress Strict F1: 0.3085
- Companyaddress Ent Type Precision: 0.2346
- Companyaddress Ent Type Recall: 0.9034
- Companyaddress Ent Type F1: 0.3725
- Companyaddress Partial Precision: 0.2174
- Companyaddress Partial Recall: 0.8372
- Companyaddress Partial F1: 0.3452
- Companyaddress Exact Precision: 0.1958
- Companyaddress Exact Recall: 0.7539
- Companyaddress Exact F1: 0.3109
- 0 Strict Precision: 0.0
- 0 Strict Recall: 0
- 0 Strict F1: 0
- 0 Ent Type Precision: 0.0
- 0 Ent Type Recall: 0
- 0 Ent Type F1: 0
- 0 Partial Precision: 0.0
- 0 Partial Recall: 0
- 0 Partial F1: 0
- 0 Exact Precision: 0.0
- 0 Exact Recall: 0
- 0 Exact F1: 0
- Hotelname Strict Precision: 0.1126
- Hotelname Strict Recall: 0.3791
- Hotelname Strict F1: 0.1737
- Hotelname Ent Type Precision: 0.1703
- Hotelname Ent Type Recall: 0.5731
- Hotelname Ent Type F1: 0.2625
- Hotelname Partial Precision: 0.1428
- Hotelname Partial Recall: 0.4807
- Hotelname Partial F1: 0.2202
- Hotelname Exact Precision: 0.1128
- Hotelname Exact Recall: 0.3797
- Hotelname Exact F1: 0.1740
- Roomno Strict Precision: 0.2483
- Roomno Strict Recall: 0.8548
- Roomno Strict F1: 0.3848
- Roomno Ent Type Precision: 0.2498
- Roomno Ent Type Recall: 0.8600
- Roomno Ent Type F1: 0.3871
- Roomno Partial Precision: 0.2515
- Roomno Partial Recall: 0.8659
- Roomno Partial F1: 0.3898
- Roomno Exact Precision: 0.2507
- Roomno Exact Recall: 0.8630
- Roomno Exact F1: 0.3885
- Hotelvatnumber Strict Precision: 0.1260
- Hotelvatnumber Strict Recall: 0.6941
- Hotelvatnumber Strict F1: 0.2133
- Hotelvatnumber Ent Type Precision: 0.1347
- Hotelvatnumber Ent Type Recall: 0.7421
- Hotelvatnumber Ent Type F1: 0.2280
- Hotelvatnumber Partial Precision: 0.1377
- Hotelvatnumber Partial Recall: 0.7589
- Hotelvatnumber Partial F1: 0.2332
- Hotelvatnumber Exact Precision: 0.1327
- Hotelvatnumber Exact Recall: 0.7310
- Hotelvatnumber Exact F1: 0.2246
- Cardnumber Strict Precision: 0.0074
- Cardnumber Strict Recall: 0.3559
- Cardnumber Strict F1: 0.0145
- Cardnumber Ent Type Precision: 0.0093
- Cardnumber Ent Type Recall: 0.4482
- Cardnumber Ent Type F1: 0.0182
- Cardnumber Partial Precision: 0.0086
- Cardnumber Partial Recall: 0.4128
- Cardnumber Partial F1: 0.0168
- Cardnumber Exact Precision: 0.0075
- Cardnumber Exact Recall: 0.36
- Cardnumber Exact F1: 0.0146
- Companyvatnumber Strict Precision: 0.0504
- Companyvatnumber Strict Recall: 0.6532
- Companyvatnumber Strict F1: 0.0937
- Companyvatnumber Ent Type Precision: 0.0540
- Companyvatnumber Ent Type Recall: 0.6995
- Companyvatnumber Ent Type F1: 0.1003
- Companyvatnumber Partial Precision: 0.0582
- Companyvatnumber Partial Recall: 0.7539
- Companyvatnumber Partial F1: 0.1081
- Companyvatnumber Exact Precision: 0.0561
- Companyvatnumber Exact Recall: 0.7267
- Companyvatnumber Exact F1: 0.1042
- Hotelcity Strict Precision: 0.1790
- Hotelcity Strict Recall: 0.6901
- Hotelcity Strict F1: 0.2842
- Hotelcity Ent Type Precision: 0.1920
- Hotelcity Ent Type Recall: 0.7405
- Hotelcity Ent Type F1: 0.3049
- Hotelcity Partial Precision: 0.1891
- Hotelcity Partial Recall: 0.7292
- Hotelcity Partial F1: 0.3003
- Hotelcity Exact Precision: 0.1815
- Hotelcity Exact Recall: 0.6999
- Hotelcity Exact F1: 0.2882
- Cardtype Strict Precision: 0.0469
- Cardtype Strict Recall: 0.5521
- Cardtype Strict F1: 0.0865
- Cardtype Ent Type Precision: 0.0521
- Cardtype Ent Type Recall: 0.6128
- Cardtype Ent Type F1: 0.0960
- Cardtype Partial Precision: 0.0497
- Cardtype Partial Recall: 0.5851
- Cardtype Partial F1: 0.0916
- Cardtype Exact Precision: 0.0471
- Cardtype Exact Recall: 0.5548
- Cardtype Exact F1: 0.0869
- Hotelbankaccount Strict Precision: 0.0
- Hotelbankaccount Strict Recall: 0.0
- Hotelbankaccount Strict F1: 0
- Hotelbankaccount Ent Type Precision: 0.0000
- Hotelbankaccount Ent Type Recall: 0.05
- Hotelbankaccount Ent Type F1: 0.0001
- Hotelbankaccount Partial Precision: 0.0000
- Hotelbankaccount Partial Recall: 0.025
- Hotelbankaccount Partial F1: 0.0000
- Hotelbankaccount Exact Precision: 0.0
- Hotelbankaccount Exact Recall: 0.0
- Hotelbankaccount Exact F1: 0
- Currencycode Strict Precision: 0.0985
- Currencycode Strict Recall: 0.5204
- Currencycode Strict F1: 0.1657
- Currencycode Ent Type Precision: 0.0987
- Currencycode Ent Type Recall: 0.5213
- Currencycode Ent Type F1: 0.1660
- Currencycode Partial Precision: 0.0987
- Currencycode Partial Recall: 0.5213
- Currencycode Partial F1: 0.1660
- Currencycode Exact Precision: 0.0986
- Currencycode Exact Recall: 0.5207
- Currencycode Exact F1: 0.1658
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-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- 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 | 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 | Crewtype Strict Precision | Crewtype Strict Recall | Crewtype Strict F1 | Crewtype Ent Type Precision | Crewtype Ent Type Recall | Crewtype Ent Type F1 | Crewtype Partial Precision | Crewtype Partial Recall | Crewtype Partial F1 | Crewtype Exact Precision | Crewtype Exact Recall | Crewtype 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | Arrivaltrainno Strict Precision | Arrivaltrainno Strict Recall | Arrivaltrainno Strict F1 | Arrivaltrainno Ent Type Precision | Arrivaltrainno Ent Type Recall | Arrivaltrainno Ent Type F1 | Arrivaltrainno Partial Precision | Arrivaltrainno Partial Recall | Arrivaltrainno Partial F1 | Arrivaltrainno Exact Precision | Arrivaltrainno Exact Recall | Arrivaltrainno Exact F1 | Trafficdate Strict Precision | Trafficdate Strict Recall | Trafficdate Strict F1 | Trafficdate Ent Type Precision | Trafficdate Ent Type Recall | Trafficdate Ent Type F1 | Trafficdate Partial Precision | Trafficdate Partial Recall | Trafficdate Partial F1 | Trafficdate Exact Precision | Trafficdate Exact Recall | Trafficdate 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 0 Strict Precision | 0 Strict Recall | 0 Strict F1 | 0 Ent Type Precision | 0 Ent Type Recall | 0 Ent Type F1 | 0 Partial Precision | 0 Partial Recall | 0 Partial F1 | 0 Exact Precision | 0 Exact Recall | 0 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0.1218 | 1.0 | 9206 | 0.2104 | 0.7760 | 0.7359 | 0.7554 | 0.8558 | 0.8115 | 0.8330 | 0.8280 | 0.7851 | 0.8060 | 0.7856 | 0.7450 | 0.7648 | 0.0369 | 0.5236 | 0.0690 | 0.0400 | 0.5672 | 0.0747 | 0.0425 | 0.6025 | 0.0794 | 0.0406 | 0.5761 | 0.0759 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.2630 | 0.9058 | 0.4077 | 0.2678 | 0.9225 | 0.4151 | 0.2674 | 0.9209 | 0.4144 | 0.2648 | 0.9120 | 0.4104 | 0.0543 | 0.7684 | 0.1014 | 0.0552 | 0.7813 | 0.1031 | 0.0565 | 0.8004 | 0.1056 | 0.0561 | 0.7936 | 0.1047 | 0.1783 | 0.8008 | 0.2917 | 0.2020 | 0.9070 | 0.3304 | 0.1904 | 0.8550 | 0.3115 | 0.1784 | 0.8014 | 0.2919 | 0.0039 | 0.3021 | 0.0077 | 0.0055 | 0.4253 | 0.0108 | 0.0071 | 0.5486 | 0.0139 | 0.0061 | 0.4705 | 0.0119 | 0.0319 | 0.5630 | 0.0604 | 0.0333 | 0.5867 | 0.0630 | 0.0386 | 0.6813 | 0.0731 | 0.0373 | 0.6583 | 0.0707 | 0.1800 | 0.8555 | 0.2975 | 0.1872 | 0.8896 | 0.3093 | 0.1837 | 0.8728 | 0.3035 | 0.1801 | 0.8557 | 0.2975 | 0.2340 | 0.9132 | 0.3726 | 0.2411 | 0.9406 | 0.3838 | 0.2391 | 0.9329 | 0.3806 | 0.2354 | 0.9184 | 0.3747 | 0.1290 | 0.7994 | 0.2222 | 0.1422 | 0.8811 | 0.2449 | 0.1367 | 0.8468 | 0.2354 | 0.1298 | 0.8044 | 0.2236 | 0.1621 | 0.6663 | 0.2608 | 0.1787 | 0.7346 | 0.2875 | 0.1719 | 0.7064 | 0.2765 | 0.1633 | 0.6712 | 0.2627 | 0.2216 | 0.8467 | 0.3513 | 0.2371 | 0.9058 | 0.3758 | 0.2318 | 0.8855 | 0.3674 | 0.2239 | 0.8554 | 0.3549 | 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 | 0.1945 | 0.7131 | 0.3056 | 0.2047 | 0.7507 | 0.3217 | 0.2012 | 0.7379 | 0.3162 | 0.1957 | 0.7175 | 0.3075 | 0.2391 | 0.9152 | 0.3791 | 0.2449 | 0.9376 | 0.3884 | 0.2447 | 0.9369 | 0.3881 | 0.2412 | 0.9235 | 0.3825 | 0.2647 | 0.8991 | 0.4089 | 0.2711 | 0.9209 | 0.4189 | 0.2699 | 0.9168 | 0.4170 | 0.2664 | 0.9049 | 0.4116 | 0.1703 | 0.5837 | 0.2637 | 0.2260 | 0.7742 | 0.3498 | 0.1990 | 0.6820 | 0.3082 | 0.1709 | 0.5856 | 0.2646 | 0.2039 | 0.7450 | 0.3202 | 0.2251 | 0.8226 | 0.3535 | 0.2149 | 0.7852 | 0.3374 | 0.2040 | 0.7456 | 0.3204 | 0.0841 | 0.7899 | 0.1520 | 0.0939 | 0.8822 | 0.1698 | 0.0897 | 0.8425 | 0.1622 | 0.0846 | 0.7945 | 0.1529 | 0.1338 | 0.8377 | 0.2307 | 0.1354 | 0.8477 | 0.2335 | 0.1348 | 0.8441 | 0.2325 | 0.1340 | 0.8391 | 0.2311 | 0.0963 | 0.7295 | 0.1702 | 0.1086 | 0.8225 | 0.1919 | 0.1047 | 0.7929 | 0.1850 | 0.0982 | 0.7437 | 0.1735 | 0.0275 | 0.5218 | 0.0522 | 0.0321 | 0.6091 | 0.0610 | 0.0340 | 0.6449 | 0.0645 | 0.0312 | 0.5918 | 0.0592 | 0.1879 | 0.6954 | 0.2958 | 0.2389 | 0.8841 | 0.3761 | 0.2160 | 0.7994 | 0.3401 | 0.1892 | 0.7004 | 0.2979 | 0.2209 | 0.8292 | 0.3488 | 0.2374 | 0.8912 | 0.3749 | 0.2347 | 0.8811 | 0.3707 | 0.2252 | 0.8455 | 0.3557 | 0.1418 | 0.4879 | 0.2198 | 0.2028 | 0.6977 | 0.3143 | 0.1746 | 0.6008 | 0.2706 | 0.1422 | 0.4890 | 0.2203 | 0.1566 | 0.8670 | 0.2654 | 0.1577 | 0.8726 | 0.2671 | 0.1613 | 0.8926 | 0.2732 | 0.1606 | 0.8888 | 0.2720 | 0.2068 | 0.7650 | 0.3256 | 0.2444 | 0.9040 | 0.3848 | 0.2287 | 0.8460 | 0.3601 | 0.2081 | 0.7697 | 0.3276 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1157 | 0.3818 | 0.1776 | 0.1757 | 0.5797 | 0.2696 | 0.1471 | 0.4856 | 0.2259 | 0.1159 | 0.3823 | 0.1778 | 0.2512 | 0.8491 | 0.3877 | 0.2522 | 0.8525 | 0.3892 | 0.2540 | 0.8585 | 0.3920 | 0.2534 | 0.8564 | 0.3910 | 0.1407 | 0.6843 | 0.2333 | 0.1490 | 0.7250 | 0.2472 | 0.1543 | 0.7508 | 0.2560 | 0.1497 | 0.7285 | 0.2484 | 0.0080 | 0.3240 | 0.0156 | 0.0113 | 0.4567 | 0.0220 | 0.0097 | 0.3940 | 0.0190 | 0.0081 | 0.3276 | 0.0158 | 0.0577 | 0.6602 | 0.1061 | 0.0624 | 0.7137 | 0.1147 | 0.0647 | 0.7406 | 0.1190 | 0.0616 | 0.7056 | 0.1134 | 0.1850 | 0.6619 | 0.2891 | 0.1990 | 0.7122 | 0.3111 | 0.1958 | 0.7005 | 0.3060 | 0.1877 | 0.6717 | 0.2934 | 0.0530 | 0.4752 | 0.0954 | 0.0612 | 0.5484 | 0.1102 | 0.0573 | 0.5129 | 0.1030 | 0.0532 | 0.4762 | 0.0956 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.1033 | 0.5152 | 0.1721 | 0.1039 | 0.5181 | 0.1730 | 0.1036 | 0.5169 | 0.1726 | 0.1033 | 0.5154 | 0.1721 |
| 0.0925 | 2.0 | 18412 | 0.2329 | 0.7788 | 0.7370 | 0.7574 | 0.8579 | 0.8119 | 0.8343 | 0.8302 | 0.7857 | 0.8074 | 0.7884 | 0.7461 | 0.7666 | 0.0351 | 0.5121 | 0.0657 | 0.0380 | 0.5539 | 0.0711 | 0.0399 | 0.5814 | 0.0746 | 0.0381 | 0.5555 | 0.0713 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.2576 | 0.9281 | 0.4033 | 0.2615 | 0.9421 | 0.4094 | 0.2608 | 0.9395 | 0.4083 | 0.2588 | 0.9322 | 0.4051 | 0.0552 | 0.7381 | 0.1027 | 0.0559 | 0.7476 | 0.1040 | 0.0580 | 0.7754 | 0.1079 | 0.0576 | 0.7700 | 0.1071 | 0.1805 | 0.8033 | 0.2947 | 0.2038 | 0.9070 | 0.3328 | 0.1924 | 0.8565 | 0.3142 | 0.1806 | 0.8039 | 0.2949 | 0.0049 | 0.3101 | 0.0097 | 0.0054 | 0.3428 | 0.0107 | 0.0097 | 0.6081 | 0.0190 | 0.0087 | 0.5477 | 0.0171 | 0.0266 | 0.568 | 0.0509 | 0.0284 | 0.6061 | 0.0543 | 0.0314 | 0.6704 | 0.0601 | 0.0299 | 0.6376 | 0.0571 | 0.1803 | 0.8866 | 0.2996 | 0.1877 | 0.9233 | 0.3120 | 0.1840 | 0.9052 | 0.3059 | 0.1803 | 0.8869 | 0.2997 | 0.2407 | 0.9011 | 0.3799 | 0.2465 | 0.9230 | 0.3891 | 0.2458 | 0.9203 | 0.3880 | 0.2429 | 0.9093 | 0.3833 | 0.1297 | 0.8163 | 0.2238 | 0.1433 | 0.9022 | 0.2474 | 0.1366 | 0.8598 | 0.2357 | 0.1297 | 0.8167 | 0.2239 | 0.1739 | 0.6513 | 0.2745 | 0.1905 | 0.7135 | 0.3008 | 0.1844 | 0.6904 | 0.2910 | 0.1756 | 0.6576 | 0.2772 | 0.2289 | 0.8459 | 0.3604 | 0.2446 | 0.9037 | 0.3850 | 0.2398 | 0.8859 | 0.3774 | 0.2316 | 0.8558 | 0.3646 | 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 | 0.1970 | 0.7068 | 0.3081 | 0.2075 | 0.7447 | 0.3246 | 0.2046 | 0.7342 | 0.3200 | 0.1987 | 0.7129 | 0.3107 | 0.2408 | 0.9130 | 0.3810 | 0.2473 | 0.9380 | 0.3914 | 0.2466 | 0.9351 | 0.3902 | 0.2428 | 0.9208 | 0.3843 | 0.2572 | 0.9154 | 0.4015 | 0.2627 | 0.9353 | 0.4102 | 0.2620 | 0.9324 | 0.4090 | 0.2589 | 0.9216 | 0.4042 | 0.1771 | 0.5767 | 0.2710 | 0.2420 | 0.7881 | 0.3703 | 0.2107 | 0.6861 | 0.3224 | 0.1778 | 0.5790 | 0.2721 | 0.2082 | 0.7655 | 0.3274 | 0.2274 | 0.8359 | 0.3575 | 0.2181 | 0.8018 | 0.3429 | 0.2084 | 0.7661 | 0.3277 | 0.0875 | 0.7817 | 0.1574 | 0.0991 | 0.8854 | 0.1783 | 0.0937 | 0.8367 | 0.1685 | 0.0878 | 0.7839 | 0.1578 | 0.1349 | 0.8228 | 0.2318 | 0.1368 | 0.8345 | 0.2351 | 0.1361 | 0.8300 | 0.2338 | 0.1351 | 0.8240 | 0.2321 | 0.1014 | 0.7307 | 0.1780 | 0.1141 | 0.8224 | 0.2004 | 0.1099 | 0.7923 | 0.1930 | 0.1033 | 0.7443 | 0.1814 | 0.0282 | 0.5319 | 0.0536 | 0.0317 | 0.5982 | 0.0603 | 0.0350 | 0.6593 | 0.0664 | 0.0327 | 0.6164 | 0.0621 | 0.1966 | 0.7171 | 0.3086 | 0.2416 | 0.8815 | 0.3793 | 0.2222 | 0.8106 | 0.3488 | 0.1982 | 0.7230 | 0.3111 | 0.2252 | 0.8403 | 0.3552 | 0.2401 | 0.8959 | 0.3787 | 0.2383 | 0.8892 | 0.3759 | 0.2296 | 0.8566 | 0.3621 | 0.1429 | 0.4840 | 0.2206 | 0.2063 | 0.6989 | 0.3186 | 0.1769 | 0.5993 | 0.2732 | 0.1437 | 0.4867 | 0.2218 | 0.1559 | 0.8809 | 0.2649 | 0.1570 | 0.8868 | 0.2667 | 0.1595 | 0.9008 | 0.2709 | 0.1589 | 0.8975 | 0.2700 | 0.2092 | 0.7819 | 0.3301 | 0.2464 | 0.9208 | 0.3887 | 0.2301 | 0.8598 | 0.3630 | 0.2106 | 0.7869 | 0.3322 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1206 | 0.3817 | 0.1833 | 0.1799 | 0.5694 | 0.2734 | 0.1518 | 0.4804 | 0.2307 | 0.1208 | 0.3822 | 0.1835 | 0.2567 | 0.8645 | 0.3958 | 0.2596 | 0.8742 | 0.4003 | 0.2604 | 0.8769 | 0.4015 | 0.2589 | 0.8718 | 0.3992 | 0.1368 | 0.6810 | 0.2279 | 0.1461 | 0.7272 | 0.2433 | 0.1493 | 0.7432 | 0.2487 | 0.1440 | 0.7167 | 0.2398 | 0.0064 | 0.2980 | 0.0126 | 0.0086 | 0.3966 | 0.0167 | 0.0076 | 0.3505 | 0.0148 | 0.0065 | 0.3012 | 0.0127 | 0.0537 | 0.6365 | 0.0991 | 0.0583 | 0.6904 | 0.1075 | 0.0610 | 0.7229 | 0.1125 | 0.0584 | 0.6919 | 0.1077 | 0.1896 | 0.6556 | 0.2941 | 0.2036 | 0.7044 | 0.3159 | 0.2013 | 0.6962 | 0.3123 | 0.1930 | 0.6674 | 0.2994 | 0.0509 | 0.5341 | 0.0930 | 0.0570 | 0.5977 | 0.1041 | 0.0542 | 0.5681 | 0.0989 | 0.0511 | 0.5361 | 0.0933 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.1155 | 0.4867 | 0.1867 | 0.1160 | 0.4889 | 0.1875 | 0.1159 | 0.4882 | 0.1873 | 0.1156 | 0.4870 | 0.1868 |
| 0.0768 | 3.0 | 27618 | 0.2452 | 0.7818 | 0.7346 | 0.7575 | 0.8606 | 0.8086 | 0.8337 | 0.8340 | 0.7836 | 0.8080 | 0.7920 | 0.7442 | 0.7674 | 0.0333 | 0.4956 | 0.0623 | 0.0354 | 0.5272 | 0.0663 | 0.0389 | 0.5795 | 0.0729 | 0.0375 | 0.5592 | 0.0703 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.2678 | 0.9160 | 0.4144 | 0.2709 | 0.9267 | 0.4193 | 0.2711 | 0.9272 | 0.4195 | 0.2692 | 0.9209 | 0.4167 | 0.0559 | 0.7488 | 0.1040 | 0.0570 | 0.7633 | 0.1060 | 0.0583 | 0.7819 | 0.1086 | 0.0577 | 0.7728 | 0.1073 | 0.1853 | 0.8112 | 0.3017 | 0.2092 | 0.9160 | 0.3406 | 0.1974 | 0.8643 | 0.3214 | 0.1854 | 0.8116 | 0.3018 | 0.0060 | 0.3516 | 0.0117 | 0.0062 | 0.3666 | 0.0123 | 0.0108 | 0.6361 | 0.0213 | 0.0102 | 0.6019 | 0.0201 | 0.0306 | 0.5571 | 0.0579 | 0.0317 | 0.5773 | 0.0600 | 0.0371 | 0.6763 | 0.0703 | 0.0361 | 0.6586 | 0.0685 | 0.1861 | 0.8907 | 0.3079 | 0.1933 | 0.9250 | 0.3198 | 0.1898 | 0.9081 | 0.3139 | 0.1862 | 0.8910 | 0.3080 | 0.2450 | 0.9029 | 0.3855 | 0.2515 | 0.9266 | 0.3956 | 0.2502 | 0.9219 | 0.3936 | 0.2469 | 0.9098 | 0.3884 | 0.1328 | 0.8149 | 0.2284 | 0.1474 | 0.9043 | 0.2535 | 0.1402 | 0.8603 | 0.2412 | 0.1329 | 0.8152 | 0.2285 | 0.1703 | 0.6894 | 0.2731 | 0.1865 | 0.7551 | 0.2992 | 0.1799 | 0.7284 | 0.2886 | 0.1714 | 0.6937 | 0.2748 | 0.2317 | 0.8479 | 0.3639 | 0.2469 | 0.9037 | 0.3879 | 0.2417 | 0.8843 | 0.3796 | 0.2337 | 0.8553 | 0.3671 | 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 | 0.1975 | 0.7074 | 0.3088 | 0.2087 | 0.7472 | 0.3262 | 0.2047 | 0.7331 | 0.3200 | 0.1985 | 0.7108 | 0.3103 | 0.2470 | 0.9050 | 0.3881 | 0.2535 | 0.9287 | 0.3983 | 0.2543 | 0.9316 | 0.3995 | 0.2504 | 0.9173 | 0.3934 | 0.2670 | 0.9163 | 0.4135 | 0.2731 | 0.9374 | 0.4230 | 0.2722 | 0.9343 | 0.4216 | 0.2688 | 0.9227 | 0.4164 | 0.1911 | 0.5246 | 0.2801 | 0.2652 | 0.7281 | 0.3888 | 0.2301 | 0.6316 | 0.3373 | 0.1922 | 0.5275 | 0.2817 | 0.2106 | 0.7775 | 0.3315 | 0.2296 | 0.8476 | 0.3614 | 0.2206 | 0.8142 | 0.3471 | 0.2109 | 0.7783 | 0.3318 | 0.0894 | 0.7851 | 0.1605 | 0.1001 | 0.8791 | 0.1797 | 0.0950 | 0.8344 | 0.1706 | 0.0896 | 0.7866 | 0.1608 | 0.1391 | 0.8418 | 0.2388 | 0.1407 | 0.8514 | 0.2415 | 0.1401 | 0.8474 | 0.2404 | 0.1392 | 0.8424 | 0.2390 | 0.1000 | 0.7445 | 0.1763 | 0.1136 | 0.8461 | 0.2004 | 0.1084 | 0.8071 | 0.1911 | 0.1014 | 0.7548 | 0.1788 | 0.0247 | 0.5137 | 0.0472 | 0.0271 | 0.5619 | 0.0516 | 0.0304 | 0.6311 | 0.0580 | 0.0289 | 0.5997 | 0.0551 | 0.2025 | 0.7120 | 0.3153 | 0.2482 | 0.8726 | 0.3864 | 0.2289 | 0.8049 | 0.3564 | 0.2042 | 0.7181 | 0.3180 | 0.2321 | 0.8383 | 0.3635 | 0.2459 | 0.8880 | 0.3851 | 0.2450 | 0.8848 | 0.3837 | 0.2370 | 0.8558 | 0.3711 | 0.1444 | 0.4862 | 0.2226 | 0.2068 | 0.6966 | 0.3189 | 0.1774 | 0.5974 | 0.2735 | 0.1448 | 0.4876 | 0.2233 | 0.1626 | 0.8693 | 0.2740 | 0.1641 | 0.8772 | 0.2765 | 0.1669 | 0.8923 | 0.2813 | 0.1660 | 0.8875 | 0.2797 | 0.2151 | 0.7711 | 0.3364 | 0.2522 | 0.9041 | 0.3944 | 0.2371 | 0.8499 | 0.3708 | 0.2172 | 0.7786 | 0.3397 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1251 | 0.3672 | 0.1866 | 0.1886 | 0.5538 | 0.2814 | 0.1592 | 0.4673 | 0.2375 | 0.1253 | 0.3679 | 0.1869 | 0.2724 | 0.8301 | 0.4101 | 0.2734 | 0.8334 | 0.4118 | 0.2755 | 0.8398 | 0.4149 | 0.2749 | 0.8379 | 0.4140 | 0.1356 | 0.7154 | 0.2280 | 0.1434 | 0.7566 | 0.2411 | 0.1467 | 0.7738 | 0.2466 | 0.1424 | 0.7514 | 0.2395 | 0.0072 | 0.3236 | 0.0142 | 0.0094 | 0.4214 | 0.0185 | 0.0085 | 0.3777 | 0.0165 | 0.0073 | 0.3267 | 0.0143 | 0.0628 | 0.6451 | 0.1145 | 0.0660 | 0.6784 | 0.1204 | 0.0724 | 0.7442 | 0.1320 | 0.0705 | 0.7241 | 0.1285 | 0.1918 | 0.6652 | 0.2978 | 0.2054 | 0.7121 | 0.3188 | 0.2029 | 0.7038 | 0.3150 | 0.1947 | 0.6750 | 0.3022 | 0.0581 | 0.4807 | 0.1037 | 0.0656 | 0.5433 | 0.1171 | 0.0622 | 0.5151 | 0.1111 | 0.0584 | 0.4836 | 0.1043 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.1101 | 0.5273 | 0.1821 | 0.1103 | 0.5285 | 0.1825 | 0.1105 | 0.5296 | 0.1829 | 0.1102 | 0.5279 | 0.1823 |
| 0.0673 | 4.0 | 36824 | 0.2677 | 0.7773 | 0.7467 | 0.7617 | 0.8545 | 0.8208 | 0.8373 | 0.8279 | 0.7953 | 0.8113 | 0.7870 | 0.7559 | 0.7711 | 0.0277 | 0.5245 | 0.0526 | 0.0297 | 0.5624 | 0.0564 | 0.0313 | 0.5939 | 0.0595 | 0.0301 | 0.5710 | 0.0572 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.2497 | 0.9211 | 0.3929 | 0.2543 | 0.9381 | 0.4002 | 0.2535 | 0.9351 | 0.3989 | 0.2512 | 0.9264 | 0.3952 | 0.0550 | 0.7606 | 0.1025 | 0.0559 | 0.7739 | 0.1043 | 0.0575 | 0.7957 | 0.1072 | 0.0569 | 0.7870 | 0.1061 | 0.1769 | 0.8153 | 0.2907 | 0.1995 | 0.9197 | 0.3279 | 0.1884 | 0.8683 | 0.3096 | 0.1770 | 0.8159 | 0.2909 | 0.0045 | 0.3905 | 0.0089 | 0.0050 | 0.4343 | 0.0100 | 0.0077 | 0.6657 | 0.0153 | 0.0072 | 0.6229 | 0.0143 | 0.0286 | 0.5264 | 0.0543 | 0.0298 | 0.5485 | 0.0565 | 0.0368 | 0.6769 | 0.0698 | 0.0356 | 0.6552 | 0.0676 | 0.1765 | 0.8961 | 0.2949 | 0.1836 | 0.9325 | 0.3069 | 0.1801 | 0.9146 | 0.3009 | 0.1765 | 0.8964 | 0.2949 | 0.2356 | 0.9072 | 0.3740 | 0.2410 | 0.9279 | 0.3826 | 0.2398 | 0.9233 | 0.3807 | 0.2370 | 0.9127 | 0.3763 | 0.1254 | 0.8217 | 0.2175 | 0.1394 | 0.9139 | 0.2419 | 0.1324 | 0.8681 | 0.2298 | 0.1254 | 0.8218 | 0.2176 | 0.1681 | 0.6753 | 0.2692 | 0.1835 | 0.7374 | 0.2939 | 0.1776 | 0.7135 | 0.2844 | 0.1695 | 0.6811 | 0.2715 | 0.2209 | 0.8602 | 0.3515 | 0.2343 | 0.9125 | 0.3729 | 0.2296 | 0.8940 | 0.3653 | 0.2226 | 0.8669 | 0.3543 | 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 | 0.0000 | 0.0385 | 0.0000 | 0.0 | 0.0 | 0 | 0.1954 | 0.7255 | 0.3078 | 0.2057 | 0.7638 | 0.3241 | 0.2022 | 0.7510 | 0.3187 | 0.1967 | 0.7303 | 0.3099 | 0.2368 | 0.9175 | 0.3765 | 0.2428 | 0.9406 | 0.3860 | 0.2426 | 0.9398 | 0.3856 | 0.2391 | 0.9263 | 0.3801 | 0.2527 | 0.9051 | 0.3951 | 0.2584 | 0.9255 | 0.4040 | 0.2583 | 0.9252 | 0.4038 | 0.2552 | 0.9140 | 0.3990 | 0.1829 | 0.5659 | 0.2765 | 0.2466 | 0.7629 | 0.3727 | 0.2165 | 0.6697 | 0.3272 | 0.1839 | 0.5690 | 0.2780 | 0.1974 | 0.7941 | 0.3162 | 0.2145 | 0.8628 | 0.3435 | 0.2063 | 0.8299 | 0.3304 | 0.1975 | 0.7947 | 0.3164 | 0.0859 | 0.7613 | 0.1544 | 0.0974 | 0.8632 | 0.1751 | 0.0924 | 0.8185 | 0.1660 | 0.0864 | 0.7657 | 0.1553 | 0.1319 | 0.8369 | 0.2278 | 0.1342 | 0.8516 | 0.2318 | 0.1335 | 0.8472 | 0.2307 | 0.1323 | 0.8399 | 0.2286 | 0.0985 | 0.7354 | 0.1737 | 0.1113 | 0.8308 | 0.1962 | 0.1067 | 0.7967 | 0.1882 | 0.1000 | 0.7471 | 0.1765 | 0.0227 | 0.5897 | 0.0437 | 0.0250 | 0.6481 | 0.0481 | 0.0263 | 0.6830 | 0.0506 | 0.0249 | 0.6464 | 0.0479 | 0.1934 | 0.7162 | 0.3045 | 0.2377 | 0.8803 | 0.3743 | 0.2181 | 0.8079 | 0.3435 | 0.1948 | 0.7213 | 0.3067 | 0.2223 | 0.8477 | 0.3523 | 0.2350 | 0.8962 | 0.3724 | 0.2339 | 0.8920 | 0.3707 | 0.2266 | 0.8639 | 0.3590 | 0.1430 | 0.5014 | 0.2226 | 0.2044 | 0.7165 | 0.3181 | 0.1763 | 0.6181 | 0.2744 | 0.1437 | 0.5039 | 0.2237 | 0.1536 | 0.8753 | 0.2614 | 0.1548 | 0.8818 | 0.2633 | 0.1579 | 0.8996 | 0.2687 | 0.1573 | 0.8960 | 0.2676 | 0.2063 | 0.7754 | 0.3259 | 0.2418 | 0.9088 | 0.3820 | 0.2271 | 0.8534 | 0.3587 | 0.2078 | 0.7809 | 0.3282 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1199 | 0.3957 | 0.1840 | 0.1762 | 0.5817 | 0.2705 | 0.1495 | 0.4935 | 0.2295 | 0.1200 | 0.3962 | 0.1842 | 0.2569 | 0.8485 | 0.3944 | 0.2587 | 0.8547 | 0.3972 | 0.2604 | 0.8600 | 0.3997 | 0.2593 | 0.8566 | 0.3981 | 0.1317 | 0.6963 | 0.2214 | 0.1409 | 0.7450 | 0.2369 | 0.1442 | 0.7629 | 0.2426 | 0.1391 | 0.7355 | 0.2339 | 0.0082 | 0.3710 | 0.0161 | 0.0106 | 0.4792 | 0.0208 | 0.0095 | 0.4281 | 0.0186 | 0.0083 | 0.3740 | 0.0162 | 0.0548 | 0.6668 | 0.1012 | 0.0585 | 0.7122 | 0.1081 | 0.0623 | 0.7585 | 0.1152 | 0.0602 | 0.7333 | 0.1113 | 0.1872 | 0.6779 | 0.2934 | 0.2002 | 0.7249 | 0.3138 | 0.1979 | 0.7164 | 0.3101 | 0.1899 | 0.6877 | 0.2977 | 0.0513 | 0.5223 | 0.0934 | 0.0578 | 0.5892 | 0.1054 | 0.0548 | 0.5581 | 0.0998 | 0.0515 | 0.5245 | 0.0938 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.1000 | 0.5334 | 0.1684 | 0.1002 | 0.5348 | 0.1688 | 0.1004 | 0.5358 | 0.1692 | 0.1000 | 0.5337 | 0.1685 |
The model card is truncated. Read the rest on Hugging Face.
- Task
- Token Classification
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Created
- Jul 25, 2024
- Updated
- Jul 25, 2024