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bert-base-multilingual-cased-iob2-20240817212230
nttaii/bert-base-multilingual-cased-iob2-20240817212230
bert-base-multilingual-cased-iob2-20240817212230 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 17, 2024
- Updated
- Aug 17, 2024
- SHA
- 846e44c9
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-iob2-20240817212230
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: 0.2170
- Overall Strict Precision: 0.7734
- Overall Strict Recall: 0.7134
- Overall Strict F1: 0.7422
- Overall Ent Type Precision: 0.8606
- Overall Ent Type Recall: 0.7938
- Overall Ent Type F1: 0.8258
- Overall Partial Precision: 0.8306
- Overall Partial Recall: 0.7662
- Overall Partial F1: 0.7971
- Overall Exact Precision: 0.7842
- Overall Exact Recall: 0.7234
- Overall Exact F1: 0.7525
- Hotelvatnumber Strict Precision: 0.1410
- Hotelvatnumber Strict Recall: 0.6508
- Hotelvatnumber Strict F1: 0.2318
- Hotelvatnumber Ent Type Precision: 0.1518
- Hotelvatnumber Ent Type Recall: 0.7003
- Hotelvatnumber Ent Type F1: 0.2495
- Hotelvatnumber Partial Precision: 0.1550
- Hotelvatnumber Partial Recall: 0.7154
- Hotelvatnumber Partial F1: 0.2549
- Hotelvatnumber Exact Precision: 0.1489
- Hotelvatnumber Exact Recall: 0.6870
- Hotelvatnumber Exact F1: 0.2447
- Hotelphonenumber Strict Precision: 0.1768
- Hotelphonenumber Strict Recall: 0.7636
- Hotelphonenumber Strict F1: 0.2871
- Hotelphonenumber Ent Type Precision: 0.2112
- Hotelphonenumber Ent Type Recall: 0.9120
- Hotelphonenumber Ent Type F1: 0.3429
- Hotelphonenumber Partial Precision: 0.1943
- Hotelphonenumber Partial Recall: 0.8391
- Hotelphonenumber Partial F1: 0.3155
- Hotelphonenumber Exact Precision: 0.1770
- Hotelphonenumber Exact Recall: 0.7646
- Hotelphonenumber Exact F1: 0.2875
- Hotelemail Strict Precision: 0.1865
- Hotelemail Strict Recall: 0.8702
- Hotelemail Strict F1: 0.3071
- Hotelemail Ent Type Precision: 0.1946
- Hotelemail Ent Type Recall: 0.9081
- Hotelemail Ent Type F1: 0.3205
- Hotelemail Partial Precision: 0.1906
- Hotelemail Partial Recall: 0.8894
- Hotelemail Partial F1: 0.3139
- Hotelemail Exact Precision: 0.1865
- Hotelemail Exact Recall: 0.8705
- Hotelemail Exact F1: 0.3072
- Companyaddress Strict Precision: 0.2145
- Companyaddress Strict Recall: 0.7651
- Companyaddress Strict F1: 0.3350
- Companyaddress Ent Type Precision: 0.2542
- Companyaddress Ent Type Recall: 0.9068
- Companyaddress Ent Type F1: 0.3971
- Companyaddress Partial Precision: 0.2370
- Companyaddress Partial Recall: 0.8455
- Companyaddress Partial F1: 0.3703
- Companyaddress Exact Precision: 0.2161
- Companyaddress Exact Recall: 0.7708
- Companyaddress Exact F1: 0.3375
- Taxamount Strict Precision: 0.0881
- Taxamount Strict Recall: 0.6936
- Taxamount Strict F1: 0.1564
- Taxamount Ent Type Precision: 0.1007
- Taxamount Ent Type Recall: 0.7923
- Taxamount Ent Type F1: 0.1786
- Taxamount Partial Precision: 0.0962
- Taxamount Partial Recall: 0.7568
- Taxamount Partial F1: 0.1706
- Taxamount Exact Precision: 0.0896
- Taxamount Exact Recall: 0.7049
- Taxamount Exact F1: 0.1589
- Hotelfaxnumber Strict Precision: 0.1304
- Hotelfaxnumber Strict Recall: 0.8039
- Hotelfaxnumber Strict F1: 0.2244
- Hotelfaxnumber Ent Type Precision: 0.1478
- Hotelfaxnumber Ent Type Recall: 0.9112
- Hotelfaxnumber Ent Type F1: 0.2543
- Hotelfaxnumber Partial Precision: 0.1393
- Hotelfaxnumber Partial Recall: 0.8593
- Hotelfaxnumber Partial F1: 0.2398
- Hotelfaxnumber Exact Precision: 0.1306
- Hotelfaxnumber Exact Recall: 0.8054
- Hotelfaxnumber Exact F1: 0.2248
- Invoicedate Strict Precision: 0.2452
- Invoicedate Strict Recall: 0.8999
- Invoicedate Strict F1: 0.3854
- Invoicedate Ent Type Precision: 0.2516
- Invoicedate Ent Type Recall: 0.9234
- Invoicedate Ent Type F1: 0.3955
- Invoicedate Partial Precision: 0.2509
- Invoicedate Partial Recall: 0.9205
- Invoicedate Partial F1: 0.3943
- Invoicedate Exact Precision: 0.2474
- Invoicedate Exact Recall: 0.9079
- Invoicedate Exact F1: 0.3889
- Cardnumber Strict Precision: 0.0093
- Cardnumber Strict Recall: 0.3426
- Cardnumber Strict F1: 0.0181
- Cardnumber Ent Type Precision: 0.0127
- Cardnumber Ent Type Recall: 0.4697
- Cardnumber Ent Type F1: 0.0248
- Cardnumber Partial Precision: 0.0111
- Cardnumber Partial Recall: 0.4096
- Cardnumber Partial F1: 0.0216
- Cardnumber Exact Precision: 0.0094
- Cardnumber Exact Recall: 0.3452
- Cardnumber Exact F1: 0.0182
- Hoteladdress Strict Precision: 0.1427
- Hoteladdress Strict Recall: 0.4745
- Hoteladdress Strict F1: 0.2194
- Hoteladdress Ent Type Precision: 0.2111
- Hoteladdress Ent Type Recall: 0.7021
- Hoteladdress Ent Type F1: 0.3246
- Hoteladdress Partial Precision: 0.1794
- Hoteladdress Partial Recall: 0.5968
- Hoteladdress Partial F1: 0.2759
- Hoteladdress Exact Precision: 0.1433
- Hoteladdress Exact Recall: 0.4768
- Hoteladdress Exact F1: 0.2204
- Checkout Strict Precision: 0.2655
- Checkout Strict Recall: 0.8953
- Checkout Strict F1: 0.4095
- Checkout Ent Type Precision: 0.2708
- Checkout Ent Type Recall: 0.9133
- Checkout Ent Type F1: 0.4177
- Checkout Partial Precision: 0.2697
- Checkout Partial Recall: 0.9095
- Checkout Partial F1: 0.4160
- Checkout Exact Precision: 0.2668
- Checkout Exact Recall: 0.8998
- Checkout Exact F1: 0.4116
- Companyzipcode Strict Precision: 0.2477
- Companyzipcode Strict Recall: 0.9050
- Companyzipcode Strict F1: 0.3890
- Companyzipcode Ent Type Precision: 0.2547
- Companyzipcode Ent Type Recall: 0.9304
- Companyzipcode Ent Type F1: 0.3999
- Companyzipcode Partial Precision: 0.2545
- Companyzipcode Partial Recall: 0.9299
- Companyzipcode Partial F1: 0.3996
- Companyzipcode Exact Precision: 0.2500
- Companyzipcode Exact Recall: 0.9134
- Companyzipcode Exact F1: 0.3926
- Currencycode Strict Precision: 0.1021
- Currencycode Strict Recall: 0.4933
- Currencycode Strict F1: 0.1692
- Currencycode Ent Type Precision: 0.1027
- Currencycode Ent Type Recall: 0.4963
- Currencycode Ent Type F1: 0.1702
- Currencycode Partial Precision: 0.1025
- Currencycode Partial Recall: 0.4952
- Currencycode Partial F1: 0.1698
- Currencycode Exact Precision: 0.1022
- Currencycode Exact Recall: 0.4936
- Currencycode Exact F1: 0.1693
- Roomno Strict Precision: 0.2656
- Roomno Strict Recall: 0.8078
- Roomno Strict F1: 0.3998
- Roomno Ent Type Precision: 0.2674
- Roomno Ent Type Recall: 0.8131
- Roomno Ent Type F1: 0.4024
- Roomno Partial Precision: 0.2689
- Roomno Partial Recall: 0.8177
- Roomno Partial F1: 0.4047
- Roomno Exact Precision: 0.2679
- Roomno Exact Recall: 0.8148
- Roomno Exact F1: 0.4033
- Hotelcountry Strict Precision: 0.0569
- Hotelcountry Strict Recall: 0.7678
- Hotelcountry Strict F1: 0.1060
- Hotelcountry Ent Type Precision: 0.0577
- Hotelcountry Ent Type Recall: 0.7783
- Hotelcountry Ent Type F1: 0.1074
- Hotelcountry Partial Precision: 0.0591
- Hotelcountry Partial Recall: 0.7978
- Hotelcountry Partial F1: 0.1101
- Hotelcountry Exact Precision: 0.0585
- Hotelcountry Exact Recall: 0.7898
- Hotelcountry Exact F1: 0.1090
- Bookingnumber Strict Precision: 0.0365
- Bookingnumber Strict Recall: 0.4692
- Bookingnumber Strict F1: 0.0677
- Bookingnumber Ent Type Precision: 0.0440
- Bookingnumber Ent Type Recall: 0.5650
- Bookingnumber Ent Type F1: 0.0816
- Bookingnumber Partial Precision: 0.0476
- Bookingnumber Partial Recall: 0.6111
- Bookingnumber Partial F1: 0.0882
- Bookingnumber Exact Precision: 0.0432
- Bookingnumber Exact Recall: 0.5549
- Bookingnumber Exact F1: 0.0801
- Travellername Strict Precision: 0.1861
- Travellername Strict Recall: 0.5283
- Travellername Strict F1: 0.2752
- Travellername Ent Type Precision: 0.2543
- Travellername Ent Type Recall: 0.7220
- Travellername Ent Type F1: 0.3761
- Travellername Partial Precision: 0.2220
- Travellername Partial Recall: 0.6304
- Travellername Partial F1: 0.3284
- Travellername Exact Precision: 0.1871
- Travellername Exact Recall: 0.5313
- Travellername Exact F1: 0.2767
- Netamount Strict Precision: 0.0985
- Netamount Strict Recall: 0.6569
- Netamount Strict F1: 0.1713
- Netamount Ent Type Precision: 0.1131
- Netamount Ent Type Recall: 0.7545
- Netamount Ent Type F1: 0.1968
- Netamount Partial Precision: 0.1105
- Netamount Partial Recall: 0.7367
- Netamount Partial F1: 0.1921
- Netamount Exact Precision: 0.1026
- Netamount Exact Recall: 0.6842
- Netamount Exact F1: 0.1784
- Companyname Strict Precision: 0.1981
- Companyname Strict Recall: 0.7006
- Companyname Strict F1: 0.3088
- Companyname Ent Type Precision: 0.2477
- Companyname Ent Type Recall: 0.8762
- Companyname Ent Type F1: 0.3862
- Companyname Partial Precision: 0.2255
- Companyname Partial Recall: 0.7976
- Companyname Partial F1: 0.3516
- Companyname Exact Precision: 0.1995
- Companyname Exact Recall: 0.7055
- Companyname Exact F1: 0.3110
- Documenttype Strict Precision: 0.2132
- Documenttype Strict Recall: 0.7457
- Documenttype Strict F1: 0.3316
- Documenttype Ent Type Precision: 0.2337
- Documenttype Ent Type Recall: 0.8175
- Documenttype Ent Type F1: 0.3635
- Documenttype Partial Precision: 0.2241
- Documenttype Partial Recall: 0.7837
- Documenttype Partial F1: 0.3485
- Documenttype Exact Precision: 0.2135
- Documenttype Exact Recall: 0.7467
- Documenttype Exact F1: 0.3320
- Pagenumber Strict Precision: 0.1409
- Pagenumber Strict Recall: 0.8340
- Pagenumber Strict F1: 0.2411
- Pagenumber Ent Type Precision: 0.1420
- Pagenumber Ent Type Recall: 0.8403
- Pagenumber Ent Type F1: 0.2429
- Pagenumber Partial Precision: 0.1417
- Pagenumber Partial Recall: 0.8384
- Pagenumber Partial F1: 0.2424
- Pagenumber Exact Precision: 0.1412
- Pagenumber Exact Recall: 0.8353
- Pagenumber Exact F1: 0.2415
- Companycity Strict Precision: 0.2328
- Companycity Strict Recall: 0.8333
- Companycity Strict F1: 0.3640
- Companycity Ent Type Precision: 0.2474
- Companycity Ent Type Recall: 0.8854
- Companycity Ent Type F1: 0.3867
- Companycity Partial Precision: 0.2457
- Companycity Partial Recall: 0.8794
- Companycity Partial F1: 0.3841
- Companycity Exact Precision: 0.2374
- Companycity Exact Recall: 0.8496
- Companycity Exact F1: 0.3711
- Reservationnumber Strict Precision: 0.0371
- Reservationnumber Strict Recall: 0.5028
- Reservationnumber Strict F1: 0.0691
- Reservationnumber Ent Type Precision: 0.0390
- Reservationnumber Ent Type Recall: 0.5288
- Reservationnumber Ent Type F1: 0.0726
- Reservationnumber Partial Precision: 0.0470
- Reservationnumber Partial Recall: 0.6380
- Reservationnumber Partial F1: 0.0876
- Reservationnumber Exact Precision: 0.0451
- Reservationnumber Exact Recall: 0.6122
- Reservationnumber Exact F1: 0.0841
- Hotelcity Strict Precision: 0.1914
- Hotelcity Strict Recall: 0.6465
- Hotelcity Strict F1: 0.2954
- Hotelcity Ent Type Precision: 0.2088
- Hotelcity Ent Type Recall: 0.7052
- Hotelcity Ent Type F1: 0.3222
- Hotelcity Partial Precision: 0.2050
- Hotelcity Partial Recall: 0.6923
- Hotelcity Partial F1: 0.3163
- Hotelcity Exact Precision: 0.1952
- Hotelcity Exact Recall: 0.6591
- Hotelcity Exact F1: 0.3012
- Companyvatnumber Strict Precision: 0.0620
- Companyvatnumber Strict Recall: 0.6566
- Companyvatnumber Strict F1: 0.1133
- Companyvatnumber Ent Type Precision: 0.0669
- Companyvatnumber Ent Type Recall: 0.7083
- Companyvatnumber Ent Type F1: 0.1223
- Companyvatnumber Partial Precision: 0.0707
- Companyvatnumber Partial Recall: 0.7480
- Companyvatnumber Partial F1: 0.1291
- Companyvatnumber Exact Precision: 0.0679
- Companyvatnumber Exact Recall: 0.7188
- Companyvatnumber Exact F1: 0.1241
- Hotelname Strict Precision: 0.1162
- Hotelname Strict Recall: 0.3375
- Hotelname Strict F1: 0.1728
- Hotelname Ent Type Precision: 0.1847
- Hotelname Ent Type Recall: 0.5365
- Hotelname Ent Type F1: 0.2748
- Hotelname Partial Precision: 0.1521
- Hotelname Partial Recall: 0.4419
- Hotelname Partial F1: 0.2263
- Hotelname Exact Precision: 0.1163
- Hotelname Exact Recall: 0.3380
- Hotelname Exact F1: 0.1731
- Hoteltaxcode Strict Precision: 0.0435
- Hoteltaxcode Strict Recall: 0.5060
- Hoteltaxcode Strict F1: 0.0800
- Hoteltaxcode Ent Type Precision: 0.0464
- Hoteltaxcode Ent Type Recall: 0.5405
- Hoteltaxcode Ent Type F1: 0.0855
- Hoteltaxcode Partial Precision: 0.0487
- Hoteltaxcode Partial Recall: 0.5674
- Hoteltaxcode Partial F1: 0.0897
- Hoteltaxcode Exact Precision: 0.0465
- Hoteltaxcode Exact Recall: 0.5420
- Hoteltaxcode Exact F1: 0.0857
- Cardtype Strict Precision: 0.0537
- Cardtype Strict Recall: 0.5081
- Cardtype Strict F1: 0.0972
- Cardtype Ent Type Precision: 0.0609
- Cardtype Ent Type Recall: 0.5763
- Cardtype Ent Type F1: 0.1102
- Cardtype Partial Precision: 0.0574
- Cardtype Partial Recall: 0.5426
- Cardtype Partial F1: 0.1038
- Cardtype Exact Precision: 0.0537
- Cardtype Exact Recall: 0.5083
- Cardtype Exact F1: 0.0972
- Checkin Strict Precision: 0.2689
- Checkin Strict Recall: 0.8985
- Checkin Strict F1: 0.4139
- Checkin Ent Type Precision: 0.2751
- Checkin Ent Type Recall: 0.9193
- Checkin Ent Type F1: 0.4234
- Checkin Partial Precision: 0.2740
- Checkin Partial Recall: 0.9159
- Checkin Partial F1: 0.4219
- Checkin Exact Precision: 0.2704
- Checkin Exact Recall: 0.9039
- Checkin Exact F1: 0.4163
- Companycountry Strict Precision: 0.1620
- Companycountry Strict Recall: 0.8526
- Companycountry Strict F1: 0.2723
- Companycountry Ent Type Precision: 0.1638
- Companycountry Ent Type Recall: 0.8619
- Companycountry Ent Type F1: 0.2753
- Companycountry Partial Precision: 0.1674
- Companycountry Partial Recall: 0.8808
- Companycountry Partial F1: 0.2814
- Companycountry Exact Precision: 0.1663
- Companycountry Exact Recall: 0.8750
- Companycountry Exact F1: 0.2795
- Grossamount Strict Precision: 0.1726
- Grossamount Strict Recall: 0.6147
- Grossamount Strict F1: 0.2695
- Grossamount Ent Type Precision: 0.1925
- Grossamount Ent Type Recall: 0.6856
- Grossamount Ent Type F1: 0.3006
- Grossamount Partial Precision: 0.1857
- Grossamount Partial Recall: 0.6617
- Grossamount Partial F1: 0.2901
- Grossamount Exact Precision: 0.1754
- Grossamount Exact Recall: 0.6246
- Grossamount Exact F1: 0.2738
- Hotelzipcode Strict Precision: 0.2014
- Hotelzipcode Strict Recall: 0.7080
- Hotelzipcode Strict F1: 0.3136
- Hotelzipcode Ent Type Precision: 0.2135
- Hotelzipcode Ent Type Recall: 0.7502
- Hotelzipcode Ent Type F1: 0.3323
- Hotelzipcode Partial Precision: 0.2096
- Hotelzipcode Partial Recall: 0.7368
- Hotelzipcode Partial F1: 0.3264
- Hotelzipcode Exact Precision: 0.2032
- Hotelzipcode Exact Recall: 0.7142
- Hotelzipcode Exact F1: 0.3164
- Externalreservationnumber Strict Precision: 0.0
- Externalreservationnumber Strict Recall: 0.0
- Externalreservationnumber Strict F1: 0
- Externalreservationnumber Ent Type Precision: 0.0059
- Externalreservationnumber Ent Type Recall: 0.4655
- Externalreservationnumber Ent Type F1: 0.0116
- Externalreservationnumber Partial Precision: 0.0047
- Externalreservationnumber Partial Recall: 0.3734
- Externalreservationnumber Partial F1: 0.0093
- Externalreservationnumber Exact Precision: 0.0
- Externalreservationnumber Exact Recall: 0.0
- Externalreservationnumber Exact F1: 0
- Invoicenumber Strict Precision: 0.2328
- Invoicenumber Strict Recall: 0.8354
- Invoicenumber Strict F1: 0.3641
- Invoicenumber Ent Type Precision: 0.2499
- Invoicenumber Ent Type Recall: 0.8968
- Invoicenumber Ent Type F1: 0.3909
- Invoicenumber Partial Precision: 0.2433
- Invoicenumber Partial Recall: 0.8729
- Invoicenumber Partial F1: 0.3805
- Invoicenumber Exact Precision: 0.2346
- Invoicenumber Exact Recall: 0.8416
- Invoicenumber Exact F1: 0.3669
- 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
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: 1e-05
- 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: 0.5
- num_epochs: 8
Training results
| Training Loss | Epoch | Step | Validation Loss | Overall Strict Precision | Overall Strict Recall | Overall Strict F1 | Overall Ent Type Precision | Overall Ent Type Recall | Overall Ent Type F1 | Overall Partial Precision | Overall Partial Recall | Overall Partial F1 | Overall Exact Precision | Overall Exact Recall | Overall Exact F1 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | Checkout Strict Precision | Checkout Strict Recall | Checkout Strict F1 | Checkout Ent Type Precision | Checkout Ent Type Recall | Checkout Ent Type F1 | Checkout Partial Precision | Checkout Partial Recall | Checkout Partial F1 | Checkout Exact Precision | Checkout Exact Recall | Checkout Exact F1 | Companyzipcode Strict Precision | Companyzipcode Strict Recall | Companyzipcode Strict F1 | Companyzipcode Ent Type Precision | Companyzipcode Ent Type Recall | Companyzipcode Ent Type F1 | Companyzipcode Partial Precision | Companyzipcode Partial Recall | Companyzipcode Partial F1 | Companyzipcode Exact Precision | Companyzipcode Exact Recall | Companyzipcode Exact F1 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | Hotelzipcode Strict Precision | Hotelzipcode Strict Recall | Hotelzipcode Strict F1 | Hotelzipcode Ent Type Precision | Hotelzipcode Ent Type Recall | Hotelzipcode Ent Type F1 | Hotelzipcode Partial Precision | Hotelzipcode Partial Recall | Hotelzipcode Partial F1 | Hotelzipcode Exact Precision | Hotelzipcode Exact Recall | Hotelzipcode Exact F1 | Externalreservationnumber Strict Precision | Externalreservationnumber Strict Recall | Externalreservationnumber Strict F1 | Externalreservationnumber Ent Type Precision | Externalreservationnumber Ent Type Recall | Externalreservationnumber Ent Type F1 | Externalreservationnumber Partial Precision | Externalreservationnumber Partial Recall | Externalreservationnumber Partial F1 | Externalreservationnumber Exact Precision | Externalreservationnumber Exact Recall | Externalreservationnumber Exact F1 | 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 | 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 |
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| 1.8224 | 0.9995 | 574 | 0.5795 | 0.2640 | 0.3403 | 0.2974 | 0.4339 | 0.5592 | 0.4886 | 0.4219 | 0.5438 | 0.4751 | 0.3046 | 0.3926 | 0.3430 | 0.0245 | 0.3259 | 0.0456 | 0.0337 | 0.4480 | 0.0626 | 0.0427 | 0.5685 | 0.0795 | 0.0335 | 0.4461 | 0.0624 | 0.0433 | 0.4937 | 0.0797 | 0.0641 | 0.7305 | 0.1179 | 0.0580 | 0.6609 | 0.1067 | 0.0455 | 0.5189 | 0.0837 | 0.0521 | 0.7314 | 0.0973 | 0.0610 | 0.8555 | 0.1139 | 0.0566 | 0.7945 | 0.1057 | 0.0522 | 0.7320 | 0.0974 | 0.0513 | 0.4253 | 0.0915 | 0.0759 | 0.6301 | 0.1355 | 0.0797 | 0.6611 | 0.1422 | 0.0581 | 0.4824 | 0.1038 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0281 | 0.5083 | 0.0533 | 0.0386 | 0.6970 | 0.0731 | 0.0344 | 0.6212 | 0.0651 | 0.0286 | 0.5163 | 0.0541 | 0.0630 | 0.6317 | 0.1146 | 0.0694 | 0.6957 | 0.1262 | 0.0746 | 0.7473 | 0.1356 | 0.0683 | 0.6843 | 0.1242 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0187 | 0.1829 | 0.0339 | 0.0530 | 0.5189 | 0.0961 | 0.0394 | 0.3860 | 0.0715 | 0.0196 | 0.1924 | 0.0356 | 0.0201 | 0.1421 | 0.0352 | 0.0640 | 0.4526 | 0.1121 | 0.0474 | 0.3356 | 0.0831 | 0.0220 | 0.1554 | 0.0385 | 0.0320 | 0.3028 | 0.0580 | 0.0714 | 0.6742 | 0.1291 | 0.0645 | 0.6092 | 0.1166 | 0.0401 | 0.3788 | 0.0725 | 0.0003 | 0.9259 | 0.0006 | 0.0003 | 0.9259 | 0.0006 | 0.0003 | 1.0 | 0.0007 | 0.0003 | 1.0 | 0.0007 | 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 | 0.0400 | 0.3274 | 0.0713 | 0.0660 | 0.5403 | 0.1177 | 0.0599 | 0.4897 | 0.1067 | 0.0433 | 0.3542 | 0.0772 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0399 | 0.3958 | 0.0725 | 0.0715 | 0.7094 | 0.1299 | 0.0619 | 0.6139 | 0.1124 | 0.0424 | 0.4204 | 0.0770 | 0.0001 | 0.0826 | 0.0003 | 0.0001 | 0.0826 | 0.0003 | 0.0001 | 0.0826 | 0.0003 | 0.0001 | 0.0826 | 0.0003 | 0.0003 | 0.1547 | 0.0005 | 0.0003 | 0.1623 | 0.0005 | 0.0003 | 0.1585 | 0.0005 | 0.0003 | 0.1547 | 0.0005 | 0.0153 | 0.2061 | 0.0284 | 0.0347 | 0.4684 | 0.0646 | 0.0463 | 0.6257 | 0.0863 | 0.0323 | 0.4360 | 0.0601 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0008 | 0.1274 | 0.0017 | 0.0027 | 0.4097 | 0.0054 | 0.0020 | 0.2999 | 0.0040 | 0.0009 | 0.1416 | 0.0019 | 0.0001 | 0.0316 | 0.0001 | 0.0010 | 0.4655 | 0.0020 | 0.0006 | 0.2701 | 0.0012 | 0.0001 | 0.0316 | 0.0001 | 0.0060 | 0.1381 | 0.0114 | 0.0195 | 0.4510 | 0.0373 | 0.0137 | 0.3166 | 0.0262 | 0.0063 | 0.1463 | 0.0121 | 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 | 0.0502 | 0.2513 | 0.0837 | 0.0797 | 0.3987 | 0.1328 | 0.0852 | 0.4265 | 0.1421 | 0.0567 | 0.2837 | 0.0945 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0002 | 0.0085 | 0.0004 | 0.0030 | 0.1230 | 0.0058 | 0.0079 | 0.3226 | 0.0153 | 0.0009 | 0.0375 | 0.0018 | 0.0066 | 0.2454 | 0.0129 | 0.0114 | 0.4209 | 0.0222 | 0.0097 | 0.3573 | 0.0188 | 0.0072 | 0.2672 | 0.0141 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0363 | 0.3852 | 0.0664 | 0.0494 | 0.5235 | 0.0903 | 0.0610 | 0.6465 | 0.1115 | 0.0520 | 0.5515 | 0.0951 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 |
| 0.4685 | 1.9989 | 1148 | 0.2694 | 0.6432 | 0.5540 | 0.5953 | 0.7792 | 0.6711 | 0.7211 | 0.7426 | 0.6396 | 0.6873 | 0.6614 | 0.5696 | 0.6121 | 0.0915 | 0.4623 | 0.1528 | 0.1081 | 0.5460 | 0.1804 | 0.1114 | 0.5627 | 0.1859 | 0.1010 | 0.5102 | 0.1686 | 0.1274 | 0.7032 | 0.2157 | 0.1572 | 0.8682 | 0.2663 | 0.1430 | 0.7894 | 0.2421 | 0.1279 | 0.7061 | 0.2166 | 0.1360 | 0.8005 | 0.2325 | 0.1448 | 0.8519 | 0.2475 | 0.1406 | 0.8272 | 0.2403 | 0.1361 | 0.8010 | 0.2327 | 0.1534 | 0.6746 | 0.2500 | 0.1897 | 0.8342 | 0.3092 | 0.1762 | 0.7747 | 0.2871 | 0.1557 | 0.6846 | 0.2537 | 0.0020 | 0.0296 | 0.0038 | 0.0052 | 0.0774 | 0.0098 | 0.0067 | 0.0988 | 0.0125 | 0.0030 | 0.0437 | 0.0055 | 0.0941 | 0.7667 | 0.1677 | 0.1079 | 0.8791 | 0.1923 | 0.1012 | 0.8242 | 0.1803 | 0.0942 | 0.7673 | 0.1678 | 0.1804 | 0.8239 | 0.2960 | 0.1884 | 0.8602 | 0.3091 | 0.1872 | 0.8550 | 0.3072 | 0.1829 | 0.8354 | 0.3002 | 0.0029 | 0.2196 | 0.0057 | 0.0070 | 0.5358 | 0.0139 | 0.0050 | 0.3795 | 0.0098 | 0.0029 | 0.2208 | 0.0057 | 0.0835 | 0.2991 | 0.1306 | 0.1605 | 0.5745 | 0.2509 | 0.1254 | 0.4489 | 0.1961 | 0.0844 | 0.3023 | 0.1320 | 0.2044 | 0.8213 | 0.3273 | 0.2119 | 0.8515 | 0.3393 | 0.2104 | 0.8454 | 0.3369 | 0.2063 | 0.8291 | 0.3304 | 0.1801 | 0.8201 | 0.2953 | 0.1900 | 0.8653 | 0.3116 | 0.1903 | 0.8664 | 0.3120 | 0.1839 | 0.8377 | 0.3017 | 0.1700 | 0.6446 | 0.2691 | 0.1700 | 0.6446 | 0.2691 | 0.1713 | 0.6494 | 0.2711 | 0.1713 | 0.6494 | 0.2711 | 0.0111 | 0.2689 | 0.0214 | 0.0111 | 0.2689 | 0.0214 | 0.0111 | 0.2689 | 0.0214 | 0.0111 | 0.2689 | 0.0214 | 0.0003 | 0.76 | 0.0006 | 0.0003 | 0.76 | 0.0006 | 0.0003 | 0.76 | 0.0006 | 0.0003 | 0.76 | 0.0006 | 0.0010 | 0.0314 | 0.0020 | 0.0143 | 0.4328 | 0.0277 | 0.0124 | 0.3741 | 0.0239 | 0.0011 | 0.0343 | 0.0022 | 0.1268 | 0.4327 | 0.1961 | 0.1875 | 0.6399 | 0.2900 | 0.1601 | 0.5463 | 0.2476 | 0.1283 | 0.4380 | 0.1985 | 0.0170 | 0.0985 | 0.0290 | 0.0541 | 0.3139 | 0.0922 | 0.0715 | 0.4151 | 0.1220 | 0.0235 | 0.1362 | 0.0400 | 0.1338 | 0.5571 | 0.2158 | 0.1822 | 0.7583 | 0.2938 | 0.1615 | 0.6721 | 0.2604 | 0.1355 | 0.5640 | 0.2185 | 0.1440 | 0.6452 | 0.2355 | 0.1654 | 0.7408 | 0.2704 | 0.1555 | 0.6966 | 0.2543 | 0.1443 | 0.6462 | 0.2359 | 0.0983 | 0.7986 | 0.1751 | 0.0997 | 0.8093 | 0.1775 | 0.0997 | 0.8093 | 0.1775 | 0.0985 | 0.7996 | 0.1753 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1666 | 0.7549 | 0.2730 | 0.1821 | 0.8253 | 0.2984 | 0.1822 | 0.8257 | 0.2985 | 0.1729 | 0.7834 | 0.2833 | 0.1298 | 0.4986 | 0.2060 | 0.1521 | 0.5839 | 0.2413 | 0.1517 | 0.5824 | 0.2407 | 0.1375 | 0.5279 | 0.2182 | 0.0069 | 0.1299 | 0.0131 | 0.0379 | 0.7110 | 0.0719 | 0.0245 | 0.46 | 0.0465 | 0.0071 | 0.1337 | 0.0135 | 0.0426 | 0.1537 | 0.0667 | 0.1244 | 0.4495 | 0.1949 | 0.0858 | 0.3099 | 0.1344 | 0.0431 | 0.1557 | 0.0675 | 0.0100 | 0.2371 | 0.0192 | 0.0273 | 0.6482 | 0.0524 | 0.0200 | 0.4757 | 0.0385 | 0.0105 | 0.2486 | 0.0201 | 0.0154 | 0.3274 | 0.0295 | 0.0228 | 0.4843 | 0.0436 | 0.0191 | 0.4059 | 0.0365 | 0.0154 | 0.3274 | 0.0295 | 0.2065 | 0.8385 | 0.3314 | 0.2148 | 0.8720 | 0.3446 | 0.2145 | 0.8708 | 0.3442 | 0.2094 | 0.8501 | 0.3360 | 0.1045 | 0.6728 | 0.1809 | 0.1091 | 0.7025 | 0.1889 | 0.1203 | 0.7745 | 0.2082 | 0.1173 | 0.7557 | 0.2031 | 0.0876 | 0.2216 | 0.1255 | 0.1070 | 0.2709 | 0.1535 | 0.1174 | 0.2970 | 0.1683 | 0.1045 | 0.2643 | 0.1497 | 0.1355 | 0.5436 | 0.2170 | 0.1538 | 0.6172 | 0.2463 | 0.1470 | 0.5896 | 0.2353 | 0.1373 | 0.5507 | 0.2198 | 0.0005 | 0.0231 | 0.0010 | 0.0113 | 0.5011 | 0.0222 | 0.0078 | 0.3449 | 0.0153 | 0.0011 | 0.0492 | 0.0022 | 0.1607 | 0.6920 | 0.2609 | 0.1846 | 0.7948 | 0.2996 | 0.1764 | 0.7596 | 0.2863 | 0.1641 | 0.7064 | 0.2663 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 |
| 0.2594 | 2.9984 | 1722 | 0.2179 | 0.7436 | 0.6421 | 0.6891 | 0.8484 | 0.7326 | 0.7863 | 0.8173 | 0.7057 | 0.7574 | 0.7588 | 0.6552 | 0.7032 | 0.1425 | 0.6045 | 0.2306 | 0.1551 | 0.6579 | 0.2510 | 0.1598 | 0.6779 | 0.2586 | 0.1524 | 0.6465 | 0.2466 | 0.1741 | 0.7407 | 0.2819 | 0.2097 | 0.8922 | 0.3396 | 0.1925 | 0.8193 | 0.3118 | 0.1745 | 0.7423 | 0.2825 | 0.1837 | 0.8443 | 0.3018 | 0.1928 | 0.8859 | 0.3167 | 0.1884 | 0.8656 | 0.3094 | 0.1838 | 0.8448 | 0.3020 | 0.2096 | 0.7267 | 0.3253 | 0.2517 | 0.8728 | 0.3907 | 0.2350 | 0.8148 | 0.3648 | 0.2119 | 0.7348 | 0.3289 | 0.0520 | 0.3267 | 0.0898 | 0.0656 | 0.4119 | 0.1132 | 0.0660 | 0.4140 | 0.1138 | 0.0551 | 0.3458 | 0.0950 | 0.1297 | 0.7899 | 0.2227 | 0.1468 | 0.8946 | 0.2523 | 0.1385 | 0.8439 | 0.2380 | 0.1299 | 0.7915 | 0.2232 | 0.2378 | 0.8770 | 0.3741 | 0.2470 | 0.9109 | 0.3886 | 0.2443 | 0.9012 | 0.3844 | 0.2396 | 0.8838 | 0.3770 | 0.0053 | 0.2098 | 0.0103 | 0.0121 | 0.4802 | 0.0237 | 0.0088 | 0.3468 | 0.0171 | 0.0053 | 0.2107 | 0.0104 | 0.1261 | 0.3729 | 0.1884 | 0.2090 | 0.6181 | 0.3123 | 0.1709 | 0.5057 | 0.2555 | 0.1273 | 0.3765 | 0.1902 | 0.2679 | 0.8747 | 0.4101 | 0.2747 | 0.8969 | 0.4205 | 0.2728 | 0.8908 | 0.4177 | 0.2693 | 0.8793 | 0.4123 | 0.2434 | 0.8636 | 0.3797 | 0.2523 | 0.8952 | 0.3936 | 0.2530 | 0.8978 | 0.3948 | 0.2472 | 0.8773 | 0.3858 | 0.0901 | 0.4278 | 0.1488 | 0.0907 | 0.4310 | 0.1499 | 0.0905 | 0.4300 | 0.1495 | 0.0901 | 0.4282 | 0.1489 | 0.2559 | 0.7579 | 0.3826 | 0.2584 | 0.7655 | 0.3864 | 0.2598 | 0.7696 | 0.3885 | 0.2584 | 0.7655 | 0.3864 | 0.0433 | 0.5879 | 0.0806 | 0.0443 | 0.6016 | 0.0825 | 0.0449 | 0.6099 | 0.0836 | 0.0444 | 0.6029 | 0.0827 | 0.0278 | 0.2830 | 0.0507 | 0.0492 | 0.4994 | 0.0895 | 0.0495 | 0.5032 | 0.0902 | 0.0349 | 0.3550 | 0.0636 | 0.1806 | 0.4786 | 0.2623 | 0.2567 | 0.6803 | 0.3728 | 0.2211 | 0.5859 | 0.3210 | 0.1821 | 0.4824 | 0.2643 | 0.0587 | 0.3373 | 0.1000 | 0.0846 | 0.4860 | 0.1441 | 0.0900 | 0.5173 | 0.1534 | 0.0695 | 0.3991 | 0.1183 | 0.1907 | 0.6502 | 0.2949 | 0.2448 | 0.8345 | 0.3785 | 0.2210 | 0.7536 | 0.3418 | 0.1921 | 0.6550 | 0.2971 | 0.2072 | 0.6876 | 0.3185 | 0.2313 | 0.7675 | 0.3555 | 0.2199 | 0.7298 | 0.3380 | 0.2075 | 0.6886 | 0.3189 | 0.1380 | 0.8026 | 0.2355 | 0.1391 | 0.8095 | 0.2375 | 0.1388 | 0.8077 | 0.2370 | 0.1382 | 0.8040 | 0.2359 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.2272 | 0.7903 | 0.3530 | 0.2440 | 0.8487 | 0.3790 | 0.2421 | 0.8421 | 0.3761 | 0.2325 | 0.8086 | 0.3611 | 0.1866 | 0.5623 | 0.2802 | 0.2094 | 0.6308 | 0.3144 | 0.2042 | 0.6154 | 0.3067 | 0.1902 | 0.5730 | 0.2856 | 0.0582 | 0.5922 | 0.1060 | 0.0667 | 0.6791 | 0.1215 | 0.0699 | 0.7113 | 0.1273 | 0.0646 | 0.6569 | 0.1176 | 0.1030 | 0.2682 | 0.1489 | 0.1849 | 0.4813 | 0.2671 | 0.1464 | 0.3811 | 0.2115 | 0.1035 | 0.2694 | 0.1495 | 0.0436 | 0.5364 | 0.0806 | 0.0477 | 0.5875 | 0.0883 | 0.0495 | 0.6093 | 0.0916 | 0.0472 | 0.5812 | 0.0874 | 0.0446 | 0.4808 | 0.0816 | 0.0512 | 0.5524 | 0.0937 | 0.0479 | 0.5169 | 0.0877 | 0.0446 | 0.4808 | 0.0816 | 0.2717 | 0.8872 | 0.4160 | 0.2789 | 0.9107 | 0.4270 | 0.2774 | 0.9059 | 0.4248 | 0.2734 | 0.8926 | 0.4186 | 0.1550 | 0.7700 | 0.2580 | 0.1579 | 0.7842 | 0.2628 | 0.1656 | 0.8224 | 0.2756 | 0.1629 | 0.8093 | 0.2712 | 0.1620 | 0.4536 | 0.2387 | 0.1878 | 0.5257 | 0.2767 | 0.1896 | 0.5309 | 0.2794 | 0.1737 | 0.4864 | 0.2560 | 0.1967 | 0.6311 | 0.2999 | 0.2113 | 0.6779 | 0.3221 | 0.2061 | 0.6612 | 0.3142 | 0.1982 | 0.6360 | 0.3022 | 0.0322 | 0.4764 | 0.0602 | 0.0355 | 0.5262 | 0.0666 | 0.0440 | 0.6512 | 0.0823 | 0.0406 | 0.6010 | 0.0760 | 0.2269 | 0.7920 | 0.3527 | 0.2486 | 0.8678 | 0.3864 | 0.2402 | 0.8386 | 0.3734 | 0.2291 | 0.7998 | 0.3562 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 |
| 0.1968 | 3.9996 | 2297 | 0.2076 | 0.7587 | 0.6885 | 0.7219 | 0.8522 | 0.7733 | 0.8108 | 0.8215 | 0.7454 | 0.7816 | 0.7716 | 0.7002 | 0.7341 | 0.1384 | 0.6325 | 0.2271 | 0.1495 | 0.6835 | 0.2454 | 0.1535 | 0.7019 | 0.2520 | 0.1469 | 0.6716 | 0.2411 | 0.1697 | 0.7498 | 0.2768 | 0.2043 | 0.9026 | 0.3332 | 0.1874 | 0.8277 | 0.3056 | 0.1700 | 0.7510 | 0.2773 | 0.1803 | 0.8473 | 0.2974 | 0.1885 | 0.8858 | 0.3109 | 0.1845 | 0.8670 | 0.3043 | 0.1804 | 0.8477 | 0.2975 | 0.2050 | 0.7550 | 0.3225 | 0.2450 | 0.9022 | 0.3853 | 0.2276 | 0.8384 | 0.3580 | 0.2067 | 0.7615 | 0.3252 | 0.0757 | 0.6119 | 0.1347 | 0.0888 | 0.7175 | 0.1580 | 0.0847 | 0.6850 | 0.1508 | 0.0773 | 0.6252 | 0.1377 | 0.1256 | 0.7942 | 0.2169 | 0.1424 | 0.9008 | 0.2460 | 0.1343 | 0.8492 | 0.2319 | 0.1258 | 0.7958 | 0.2173 | 0.2377 | 0.8811 | 0.3744 | 0.2451 | 0.9085 | 0.3860 | 0.2438 | 0.9039 | 0.3841 | 0.2400 | 0.8896 | 0.3780 | 0.0085 | 0.3471 | 0.0165 | 0.0119 | 0.4890 | 0.0233 | 0.0103 | 0.4208 | 0.0200 | 0.0085 | 0.3499 | 0.0167 | 0.1271 | 0.4170 | 0.1948 | 0.1992 | 0.6535 | 0.3053 | 0.1660 | 0.5446 | 0.2544 | 0.1281 | 0.4202 | 0.1963 | 0.2650 | 0.8775 | 0.4071 | 0.2702 | 0.8948 | 0.4151 | 0.2693 | 0.8918 | 0.4137 | 0.2665 | 0.8825 | 0.4094 | 0.2384 | 0.8946 | 0.3765 | 0.2461 | 0.9233 | 0.3886 | 0.2455 | 0.9212 | 0.3877 | 0.2407 | 0.9030 | 0.3800 | 0.2541 | 0.7658 | 0.3816 | 0.2572 | 0.7752 | 0.3862 | 0.2580 | 0.7776 | 0.3875 | 0.2564 | 0.7727 | 0.3850 | 0.0839 | 0.5053 | 0.1439 | 0.0845 | 0.5086 | 0.1448 | 0.0843 | 0.5077 | 0.1446 | 0.0840 | 0.5057 | 0.1440 | 0.0506 | 0.7284 | 0.0946 | 0.0530 | 0.7634 | 0.0992 | 0.0536 | 0.7713 | 0.1002 | 0.0521 | 0.7507 | 0.0975 | 0.0333 | 0.4083 | 0.0616 | 0.0438 | 0.5358 | 0.0809 | 0.0465 | 0.5696 | 0.0860 | 0.0398 | 0.4868 | 0.0735 | 0.1811 | 0.4974 | 0.2655 | 0.2537 | 0.6969 | 0.3720 | 0.2196 | 0.6032 | 0.3220 | 0.1823 | 0.5006 | 0.2672 | 0.0851 | 0.5642 | 0.1479 | 0.1020 | 0.6763 | 0.1772 | 0.1022 | 0.6778 | 0.1776 | 0.0916 | 0.6075 | 0.1592 | 0.1818 | 0.6664 | 0.2857 | 0.2370 | 0.8687 | 0.3724 | 0.2115 | 0.7752 | 0.3324 | 0.1828 | 0.6701 | 0.2873 | 0.2028 | 0.7275 | 0.3172 | 0.2250 | 0.8071 | 0.3519 | 0.2145 | 0.7692 | 0.3354 | 0.2032 | 0.7286 | 0.3177 | 0.1349 | 0.8111 | 0.2314 | 0.1361 | 0.8183 | 0.2334 | 0.1358 | 0.8163 | 0.2328 | 0.1352 | 0.8127 | 0.2318 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.2249 | 0.8334 | 0.3542 | 0.2377 | 0.8807 | 0.3743 | 0.2367 | 0.8771 | 0.3728 | 0.2295 | 0.8504 | 0.3614 | 0.1792 | 0.6001 | 0.2760 | 0.1972 | 0.6604 | 0.3037 | 0.1933 | 0.6472 | 0.2977 | 0.1828 | 0.612 | 0.2815 | 0.0569 | 0.6332 | 0.1044 | 0.0635 | 0.7064 | 0.1164 | 0.0660 | 0.7349 | 0.1211 | 0.0623 | 0.6939 | 0.1144 | 0.0902 | 0.2856 | 0.1371 | 0.1578 | 0.4997 | 0.2399 | 0.1255 | 0.3974 | 0.1908 | 0.0903 | 0.2860 | 0.1373 | 0.0437 | 0.5389 | 0.0808 | 0.0464 | 0.5724 | 0.0858 | 0.0490 | 0.6041 | 0.0906 | 0.0472 | 0.5828 | 0.0874 | 0.0493 | 0.5111 | 0.0899 | 0.0546 | 0.5662 | 0.0996 | 0.0520 | 0.5389 | 0.0948 | 0.0493 | 0.5111 | 0.0899 | 0.2678 | 0.8806 | 0.4107 | 0.2738 | 0.9003 | 0.4199 | 0.2734 | 0.8990 | 0.4193 | 0.2699 | 0.8875 | 0.4139 | 0.1534 | 0.8372 | 0.2593 | 0.1558 | 0.8502 | 0.2633 | 0.1595 | 0.8704 | 0.2696 | 0.1581 | 0.8628 | 0.2672 | 0.1555 | 0.5527 | 0.2428 | 0.1755 | 0.6237 | 0.2739 | 0.1712 | 0.6084 | 0.2672 | 0.1605 | 0.5705 | 0.2506 | 0.1921 | 0.6680 | 0.2984 | 0.2035 | 0.7078 | 0.3162 | 0.1999 | 0.6952 | 0.3105 | 0.1937 | 0.6736 | 0.3008 | 0.0368 | 0.4709 | 0.0683 | 0.0399 | 0.5096 | 0.0739 | 0.0527 | 0.6738 | 0.0977 | 0.0499 | 0.6381 | 0.0926 | 0.2235 | 0.8176 | 0.3511 | 0.2421 | 0.8856 | 0.3803 | 0.2348 | 0.8589 | 0.3688 | 0.2253 | 0.8242 | 0.3539 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 |
The model card is truncated. Read the rest on Hugging Face.
- Type
- bert
- License
- apache-2.0
- Created
- Aug 17, 2024
- Updated
- Aug 17, 2024