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bert-base-multilingual-cased-iob2-20240816113908
nttaii/bert-base-multilingual-cased-iob2-20240816113908
bert-base-multilingual-cased-iob2-20240816113908 is a machine learning model from nttaii. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- Aug 16, 2024
- Updated
- Aug 16, 2024
- SHA
- 76a22d73
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-iob2-20240816113908
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: 0.2630
- Overall Strict Precision: 0.7737
- Overall Strict Recall: 0.7344
- Overall Strict F1: 0.7535
- Overall Ent Type Precision: 0.8561
- Overall Ent Type Recall: 0.8126
- Overall Ent Type F1: 0.8338
- Overall Partial Precision: 0.8275
- Overall Partial Recall: 0.7855
- Overall Partial F1: 0.8060
- Overall Exact Precision: 0.7840
- Overall Exact Recall: 0.7442
- Overall Exact F1: 0.7636
- Companycity Strict Precision: 0.2234
- Companycity Strict Recall: 0.8454
- Companycity Strict F1: 0.3534
- Companycity Ent Type Precision: 0.2390
- Companycity Ent Type Recall: 0.9041
- Companycity Ent Type F1: 0.3780
- Companycity Partial Precision: 0.2363
- Companycity Partial Recall: 0.8942
- Companycity Partial F1: 0.3739
- Companycity Exact Precision: 0.2277
- Companycity Exact Recall: 0.8614
- Companycity Exact F1: 0.3602
- Hotelfaxnumber Strict Precision: 0.1254
- Hotelfaxnumber Strict Recall: 0.7909
- Hotelfaxnumber Strict F1: 0.2165
- Hotelfaxnumber Ent Type Precision: 0.1423
- Hotelfaxnumber Ent Type Recall: 0.8975
- Hotelfaxnumber Ent Type F1: 0.2457
- Hotelfaxnumber Partial Precision: 0.1344
- Hotelfaxnumber Partial Recall: 0.8473
- Hotelfaxnumber Partial F1: 0.2320
- Hotelfaxnumber Exact Precision: 0.1257
- Hotelfaxnumber Exact Recall: 0.7925
- Hotelfaxnumber Exact F1: 0.2170
- Cardtype Strict Precision: 0.0509
- Cardtype Strict Recall: 0.5371
- Cardtype Strict F1: 0.0931
- Cardtype Ent Type Precision: 0.0575
- Cardtype Ent Type Recall: 0.6060
- Cardtype Ent Type F1: 0.1050
- Cardtype Partial Precision: 0.0543
- Cardtype Partial Recall: 0.5729
- Cardtype Partial F1: 0.0993
- Cardtype Exact Precision: 0.0511
- Cardtype Exact Recall: 0.5384
- Cardtype Exact F1: 0.0933
- Companyvatnumber Strict Precision: 0.0588
- Companyvatnumber Strict Recall: 0.6655
- Companyvatnumber Strict F1: 0.1080
- Companyvatnumber Ent Type Precision: 0.0623
- Companyvatnumber Ent Type Recall: 0.7054
- Companyvatnumber Ent Type F1: 0.1145
- Companyvatnumber Partial Precision: 0.0669
- Companyvatnumber Partial Recall: 0.7568
- Companyvatnumber Partial F1: 0.1229
- Companyvatnumber Exact Precision: 0.0647
- Companyvatnumber Exact Recall: 0.7319
- Companyvatnumber Exact F1: 0.1188
- Externalreservationnumber Strict Precision: 0.0065
- Externalreservationnumber Strict Recall: 0.3698
- Externalreservationnumber Strict F1: 0.0128
- Externalreservationnumber Ent Type Precision: 0.0072
- Externalreservationnumber Ent Type Recall: 0.4091
- Externalreservationnumber Ent Type F1: 0.0142
- Externalreservationnumber Partial Precision: 0.0105
- Externalreservationnumber Partial Recall: 0.5928
- Externalreservationnumber Partial F1: 0.0206
- Externalreservationnumber Exact Precision: 0.0096
- Externalreservationnumber Exact Recall: 0.5464
- Externalreservationnumber Exact F1: 0.0189
- Hoteltaxcode Strict Precision: 0.0370
- Hoteltaxcode Strict Recall: 0.5114
- Hoteltaxcode Strict F1: 0.0689
- Hoteltaxcode Ent Type Precision: 0.0396
- Hoteltaxcode Ent Type Recall: 0.5483
- Hoteltaxcode Ent Type F1: 0.0739
- Hoteltaxcode Partial Precision: 0.0421
- Hoteltaxcode Partial Recall: 0.5825
- Hoteltaxcode Partial F1: 0.0785
- Hoteltaxcode Exact Precision: 0.0404
- Hoteltaxcode Exact Recall: 0.5594
- Hoteltaxcode Exact F1: 0.0754
- Bookingnumber Strict Precision: 0.0362
- Bookingnumber Strict Recall: 0.5296
- Bookingnumber Strict F1: 0.0678
- Bookingnumber Ent Type Precision: 0.0401
- Bookingnumber Ent Type Recall: 0.5863
- Bookingnumber Ent Type F1: 0.0751
- Bookingnumber Partial Precision: 0.0466
- Bookingnumber Partial Recall: 0.6816
- Bookingnumber Partial F1: 0.0873
- Bookingnumber Exact Precision: 0.0440
- Bookingnumber Exact Recall: 0.6430
- Bookingnumber Exact F1: 0.0824
- Hotelcity Strict Precision: 0.1830
- Hotelcity Strict Recall: 0.6637
- Hotelcity Strict F1: 0.2869
- Hotelcity Ent Type Precision: 0.1985
- Hotelcity Ent Type Recall: 0.7197
- Hotelcity Ent Type F1: 0.3111
- Hotelcity Partial Precision: 0.1950
- Hotelcity Partial Recall: 0.7070
- Hotelcity Partial F1: 0.3056
- Hotelcity Exact Precision: 0.1862
- Hotelcity Exact Recall: 0.6754
- Hotelcity Exact F1: 0.2920
- Hotelemail Strict Precision: 0.1782
- Hotelemail Strict Recall: 0.8840
- Hotelemail Strict F1: 0.2966
- Hotelemail Ent Type Precision: 0.1869
- Hotelemail Ent Type Recall: 0.9272
- Hotelemail Ent Type F1: 0.3111
- Hotelemail Partial Precision: 0.1826
- Hotelemail Partial Recall: 0.9059
- Hotelemail Partial F1: 0.3040
- Hotelemail Exact Precision: 0.1783
- Hotelemail Exact Recall: 0.8842
- Hotelemail Exact F1: 0.2967
- Checkout Strict Precision: 0.2591
- Checkout Strict Recall: 0.9100
- Checkout Strict F1: 0.4033
- Checkout Ent Type Precision: 0.2622
- Checkout Ent Type Recall: 0.9209
- Checkout Ent Type F1: 0.4081
- Checkout Partial Precision: 0.2623
- Checkout Partial Recall: 0.9213
- Checkout Partial F1: 0.4083
- Checkout Exact Precision: 0.2606
- Checkout Exact Recall: 0.9153
- Checkout Exact F1: 0.4057
- Invoicedate Strict Precision: 0.2375
- Invoicedate Strict Recall: 0.9101
- Invoicedate Strict F1: 0.3767
- Invoicedate Ent Type Precision: 0.2428
- Invoicedate Ent Type Recall: 0.9303
- Invoicedate Ent Type F1: 0.3851
- Invoicedate Partial Precision: 0.2422
- Invoicedate Partial Recall: 0.9279
- Invoicedate Partial F1: 0.3841
- Invoicedate Exact Precision: 0.2394
- Invoicedate Exact Recall: 0.9172
- Invoicedate Exact F1: 0.3797
- Cardnumber Strict Precision: 0.0082
- Cardnumber Strict Recall: 0.3414
- Cardnumber Strict F1: 0.0161
- Cardnumber Ent Type Precision: 0.0109
- Cardnumber Ent Type Recall: 0.4502
- Cardnumber Ent Type F1: 0.0212
- Cardnumber Partial Precision: 0.0096
- Cardnumber Partial Recall: 0.3986
- Cardnumber Partial F1: 0.0188
- Cardnumber Exact Precision: 0.0083
- Cardnumber Exact Recall: 0.3442
- Cardnumber Exact F1: 0.0162
- Netamount Strict Precision: 0.0997
- Netamount Strict Recall: 0.7485
- Netamount Strict F1: 0.1760
- Netamount Ent Type Precision: 0.1120
- Netamount Ent Type Recall: 0.8402
- Netamount Ent Type F1: 0.1976
- Netamount Partial Precision: 0.1078
- Netamount Partial Recall: 0.8087
- Netamount Partial F1: 0.1902
- Netamount Exact Precision: 0.1013
- Netamount Exact Recall: 0.7599
- Netamount Exact F1: 0.1787
- Hotelphonenumber Strict Precision: 0.1690
- Hotelphonenumber Strict Recall: 0.7666
- Hotelphonenumber Strict F1: 0.2770
- Hotelphonenumber Ent Type Precision: 0.2025
- Hotelphonenumber Ent Type Recall: 0.9186
- Hotelphonenumber Ent Type F1: 0.3319
- Hotelphonenumber Partial Precision: 0.1860
- Hotelphonenumber Partial Recall: 0.8437
- Hotelphonenumber Partial F1: 0.3049
- Hotelphonenumber Exact Precision: 0.1692
- Hotelphonenumber Exact Recall: 0.7674
- Hotelphonenumber Exact F1: 0.2773
- Hotelname Strict Precision: 0.1090
- Hotelname Strict Recall: 0.3545
- Hotelname Strict F1: 0.1667
- Hotelname Ent Type Precision: 0.1722
- Hotelname Ent Type Recall: 0.5602
- Hotelname Ent Type F1: 0.2635
- Hotelname Partial Precision: 0.1421
- Hotelname Partial Recall: 0.4623
- Hotelname Partial F1: 0.2174
- Hotelname Exact Precision: 0.1091
- Hotelname Exact Recall: 0.3549
- Hotelname Exact F1: 0.1669
- Grossamount Strict Precision: 0.1683
- Grossamount Strict Recall: 0.6734
- Grossamount Strict F1: 0.2693
- Grossamount Ent Type Precision: 0.1838
- Grossamount Ent Type Recall: 0.7356
- Grossamount Ent Type F1: 0.2941
- Grossamount Partial Precision: 0.1778
- Grossamount Partial Recall: 0.7113
- Grossamount Partial F1: 0.2844
- Grossamount Exact Precision: 0.1696
- Grossamount Exact Recall: 0.6785
- Grossamount Exact F1: 0.2713
- Companyzipcode Strict Precision: 0.2403
- Companyzipcode Strict Recall: 0.9189
- Companyzipcode Strict F1: 0.3810
- Companyzipcode Ent Type Precision: 0.2461
- Companyzipcode Ent Type Recall: 0.9412
- Companyzipcode Ent Type F1: 0.3902
- Companyzipcode Partial Precision: 0.2457
- Companyzipcode Partial Recall: 0.9397
- Companyzipcode Partial F1: 0.3896
- Companyzipcode Exact Precision: 0.2422
- Companyzipcode Exact Recall: 0.9262
- Companyzipcode Exact F1: 0.3840
- Taxamount Strict Precision: 0.0871
- Taxamount Strict Recall: 0.7824
- Taxamount Strict F1: 0.1567
- Taxamount Ent Type Precision: 0.0973
- Taxamount Ent Type Recall: 0.8748
- Taxamount Ent Type F1: 0.1752
- Taxamount Partial Precision: 0.0927
- Taxamount Partial Recall: 0.8333
- Taxamount Partial F1: 0.1669
- Taxamount Exact Precision: 0.0875
- Taxamount Exact Recall: 0.7862
- Taxamount Exact F1: 0.1575
- Hotelcountry Strict Precision: 0.0548
- Hotelcountry Strict Recall: 0.7670
- Hotelcountry Strict F1: 0.1024
- Hotelcountry Ent Type Precision: 0.0555
- Hotelcountry Ent Type Recall: 0.7765
- Hotelcountry Ent Type F1: 0.1036
- Hotelcountry Partial Precision: 0.0574
- Hotelcountry Partial Recall: 0.8025
- Hotelcountry Partial F1: 0.1071
- Hotelcountry Exact Precision: 0.0569
- Hotelcountry Exact Recall: 0.7953
- Hotelcountry Exact F1: 0.1062
- Currencycode Strict Precision: 0.1046
- Currencycode Strict Recall: 0.5158
- Currencycode Strict F1: 0.1739
- Currencycode Ent Type Precision: 0.1048
- Currencycode Ent Type Recall: 0.5167
- Currencycode Ent Type F1: 0.1742
- Currencycode Partial Precision: 0.1050
- Currencycode Partial Recall: 0.5180
- Currencycode Partial F1: 0.1747
- Currencycode Exact Precision: 0.1047
- Currencycode Exact Recall: 0.5163
- Currencycode Exact F1: 0.1741
- Hotelvatnumber Strict Precision: 0.1360
- Hotelvatnumber Strict Recall: 0.6883
- Hotelvatnumber Strict F1: 0.2271
- Hotelvatnumber Ent Type Precision: 0.1452
- Hotelvatnumber Ent Type Recall: 0.7350
- Hotelvatnumber Ent Type F1: 0.2425
- Hotelvatnumber Partial Precision: 0.1489
- Hotelvatnumber Partial Recall: 0.7539
- Hotelvatnumber Partial F1: 0.2487
- Hotelvatnumber Exact Precision: 0.1437
- Hotelvatnumber Exact Recall: 0.7278
- Hotelvatnumber Exact F1: 0.2401
- Companycountry Strict Precision: 0.1558
- Companycountry Strict Recall: 0.8796
- Companycountry Strict F1: 0.2648
- Companycountry Ent Type Precision: 0.1569
- Companycountry Ent Type Recall: 0.8857
- Companycountry Ent Type F1: 0.2666
- Companycountry Partial Precision: 0.1601
- Companycountry Partial Recall: 0.9034
- Companycountry Partial F1: 0.2719
- Companycountry Exact Precision: 0.1593
- Companycountry Exact Recall: 0.8990
- Companycountry Exact F1: 0.2706
- Checkin Strict Precision: 0.2611
- Checkin Strict Recall: 0.9122
- Checkin Strict F1: 0.4060
- Checkin Ent Type Precision: 0.2660
- Checkin Ent Type Recall: 0.9295
- Checkin Ent Type F1: 0.4137
- Checkin Partial Precision: 0.2659
- Checkin Partial Recall: 0.9290
- Checkin Partial F1: 0.4135
- Checkin Exact Precision: 0.2629
- Checkin Exact Recall: 0.9185
- Checkin Exact F1: 0.4088
- Hotelbankaccount Strict Precision: 0.0
- Hotelbankaccount Strict Recall: 0.0
- Hotelbankaccount Strict F1: 0
- Hotelbankaccount Ent Type Precision: 0.0
- Hotelbankaccount Ent Type Recall: 0.0
- Hotelbankaccount Ent Type F1: 0
- Hotelbankaccount Partial Precision: 0.0
- Hotelbankaccount Partial Recall: 0.0
- Hotelbankaccount Partial F1: 0
- Hotelbankaccount Exact Precision: 0.0
- Hotelbankaccount Exact Recall: 0.0
- Hotelbankaccount Exact F1: 0
- Hotelzipcode Strict Precision: 0.1920
- Hotelzipcode Strict Recall: 0.7123
- Hotelzipcode Strict F1: 0.3024
- Hotelzipcode Ent Type Precision: 0.2033
- Hotelzipcode Ent Type Recall: 0.7544
- Hotelzipcode Ent Type F1: 0.3203
- Hotelzipcode Partial Precision: 0.1992
- Hotelzipcode Partial Recall: 0.7390
- Hotelzipcode Partial F1: 0.3138
- Hotelzipcode Exact Precision: 0.1931
- Hotelzipcode Exact Recall: 0.7164
- Hotelzipcode Exact F1: 0.3042
- Hoteladdress Strict Precision: 0.1315
- Hoteladdress Strict Recall: 0.4556
- Hoteladdress Strict F1: 0.2041
- Hoteladdress Ent Type Precision: 0.1995
- Hoteladdress Ent Type Recall: 0.6914
- Hoteladdress Ent Type F1: 0.3096
- Hoteladdress Partial Precision: 0.1668
- Hoteladdress Partial Recall: 0.5782
- Hoteladdress Partial F1: 0.2589
- Hoteladdress Exact Precision: 0.1318
- Hoteladdress Exact Recall: 0.4570
- Hoteladdress Exact F1: 0.2046
- Companyaddress Strict Precision: 0.2070
- Companyaddress Strict Recall: 0.7681
- Companyaddress Strict F1: 0.3261
- Companyaddress Ent Type Precision: 0.2455
- Companyaddress Ent Type Recall: 0.9110
- Companyaddress Ent Type F1: 0.3867
- Companyaddress Partial Precision: 0.2289
- Companyaddress Partial Recall: 0.8493
- Companyaddress Partial F1: 0.3606
- Companyaddress Exact Precision: 0.2085
- Companyaddress Exact Recall: 0.7737
- Companyaddress Exact F1: 0.3284
- Companyname Strict Precision: 0.1935
- Companyname Strict Recall: 0.7038
- Companyname Strict F1: 0.3036
- Companyname Ent Type Precision: 0.2400
- Companyname Ent Type Recall: 0.8728
- Companyname Ent Type F1: 0.3765
- Companyname Partial Precision: 0.2190
- Companyname Partial Recall: 0.7965
- Companyname Partial F1: 0.3436
- Companyname Exact Precision: 0.1944
- Companyname Exact Recall: 0.7069
- Companyname Exact F1: 0.3049
- Roomno Strict Precision: 0.2555
- Roomno Strict Recall: 0.8362
- Roomno Strict F1: 0.3914
- Roomno Ent Type Precision: 0.2569
- Roomno Ent Type Recall: 0.8410
- Roomno Ent Type F1: 0.3936
- Roomno Partial Precision: 0.2584
- Roomno Partial Recall: 0.8459
- Roomno Partial F1: 0.3959
- Roomno Exact Precision: 0.2576
- Roomno Exact Recall: 0.8431
- Roomno Exact F1: 0.3946
- Reservationnumber Strict Precision: 0.0323
- Reservationnumber Strict Recall: 0.4995
- Reservationnumber Strict F1: 0.0607
- Reservationnumber Ent Type Precision: 0.0335
- Reservationnumber Ent Type Recall: 0.5176
- Reservationnumber Ent Type F1: 0.0629
- Reservationnumber Partial Precision: 0.0403
- Reservationnumber Partial Recall: 0.6228
- Reservationnumber Partial F1: 0.0757
- Reservationnumber Exact Precision: 0.0391
- Reservationnumber Exact Recall: 0.6040
- Reservationnumber Exact F1: 0.0734
- Pagenumber Strict Precision: 0.1348
- Pagenumber Strict Recall: 0.8279
- Pagenumber Strict F1: 0.2318
- Pagenumber Ent Type Precision: 0.1358
- Pagenumber Ent Type Recall: 0.8345
- Pagenumber Ent Type F1: 0.2337
- Pagenumber Partial Precision: 0.1354
- Pagenumber Partial Recall: 0.8318
- Pagenumber Partial F1: 0.2329
- Pagenumber Exact Precision: 0.1349
- Pagenumber Exact Recall: 0.8285
- Pagenumber Exact F1: 0.2320
- Travellername Strict Precision: 0.1789
- Travellername Strict Recall: 0.5578
- Travellername Strict F1: 0.2709
- Travellername Ent Type Precision: 0.2446
- Travellername Ent Type Recall: 0.7624
- Travellername Ent Type F1: 0.3704
- Travellername Partial Precision: 0.2133
- Travellername Partial Recall: 0.6649
- Travellername Partial F1: 0.3230
- Travellername Exact Precision: 0.1800
- Travellername Exact Recall: 0.5609
- Travellername Exact F1: 0.2725
- Documenttype Strict Precision: 0.2061
- Documenttype Strict Recall: 0.7802
- Documenttype Strict F1: 0.3261
- Documenttype Ent Type Precision: 0.2242
- Documenttype Ent Type Recall: 0.8486
- Documenttype Ent Type F1: 0.3547
- Documenttype Partial Precision: 0.2157
- Documenttype Partial Recall: 0.8163
- Documenttype Partial F1: 0.3412
- Documenttype Exact Precision: 0.2064
- Documenttype Exact Recall: 0.7813
- Documenttype Exact F1: 0.3266
- Invoicenumber Strict Precision: 0.2265
- Invoicenumber Strict Recall: 0.8611
- Invoicenumber Strict F1: 0.3587
- Invoicenumber Ent Type Precision: 0.2407
- Invoicenumber Ent Type Recall: 0.9153
- Invoicenumber Ent Type F1: 0.3812
- Invoicenumber Partial Precision: 0.2358
- Invoicenumber Partial Recall: 0.8963
- Invoicenumber Partial F1: 0.3733
- Invoicenumber Exact Precision: 0.2285
- Invoicenumber Exact Recall: 0.8688
- Invoicenumber Exact F1: 0.3619
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-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: 0.25
- num_epochs: 8
Training results
| Training Loss | Epoch | Step | Validation Loss | Overall Strict Precision | Overall Strict Recall | Overall Strict F1 | Overall Ent Type Precision | Overall Ent Type Recall | Overall Ent Type F1 | Overall Partial Precision | Overall Partial Recall | Overall Partial F1 | Overall Exact Precision | Overall Exact Recall | Overall Exact F1 | 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 | 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 | 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 | 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 | Externalreservationnumber Strict Precision | Externalreservationnumber Strict Recall | Externalreservationnumber Strict F1 | Externalreservationnumber Ent Type Precision | Externalreservationnumber Ent Type Recall | Externalreservationnumber Ent Type F1 | Externalreservationnumber Partial Precision | Externalreservationnumber Partial Recall | Externalreservationnumber Partial F1 | Externalreservationnumber Exact Precision | Externalreservationnumber Exact Recall | Externalreservationnumber Exact F1 | Hoteltaxcode Strict Precision | Hoteltaxcode Strict Recall | Hoteltaxcode Strict F1 | Hoteltaxcode Ent Type Precision | Hoteltaxcode Ent Type Recall | Hoteltaxcode Ent Type F1 | Hoteltaxcode Partial Precision | Hoteltaxcode Partial Recall | Hoteltaxcode Partial F1 | Hoteltaxcode Exact Precision | Hoteltaxcode Exact Recall | Hoteltaxcode Exact F1 | 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 | 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 | Hotelemail Strict Precision | Hotelemail Strict Recall | Hotelemail Strict F1 | Hotelemail Ent Type Precision | Hotelemail Ent Type Recall | Hotelemail Ent Type F1 | Hotelemail Partial Precision | Hotelemail Partial Recall | Hotelemail Partial F1 | Hotelemail Exact Precision | Hotelemail Exact Recall | Hotelemail Exact F1 | Checkout Strict Precision | Checkout Strict Recall | Checkout Strict F1 | Checkout Ent Type Precision | Checkout Ent Type Recall | Checkout Ent Type F1 | Checkout Partial Precision | Checkout Partial Recall | Checkout Partial F1 | Checkout Exact Precision | Checkout Exact Recall | Checkout Exact F1 | 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 | Netamount Strict Precision | Netamount Strict Recall | Netamount Strict F1 | Netamount Ent Type Precision | Netamount Ent Type Recall | Netamount Ent Type F1 | Netamount Partial Precision | Netamount Partial Recall | Netamount Partial F1 | Netamount Exact Precision | Netamount Exact Recall | Netamount Exact F1 | Hotelphonenumber Strict Precision | Hotelphonenumber Strict Recall | Hotelphonenumber Strict F1 | Hotelphonenumber Ent Type Precision | Hotelphonenumber Ent Type Recall | Hotelphonenumber Ent Type F1 | Hotelphonenumber Partial Precision | Hotelphonenumber Partial Recall | Hotelphonenumber Partial F1 | Hotelphonenumber Exact Precision | Hotelphonenumber Exact Recall | Hotelphonenumber Exact F1 | 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 | 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 | 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 | 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 | 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 | Currencycode Strict Precision | Currencycode Strict Recall | Currencycode Strict F1 | Currencycode Ent Type Precision | Currencycode Ent Type Recall | Currencycode Ent Type F1 | Currencycode Partial Precision | Currencycode Partial Recall | Currencycode Partial F1 | Currencycode Exact Precision | Currencycode Exact Recall | Currencycode Exact F1 | Hotelvatnumber Strict Precision | Hotelvatnumber Strict Recall | Hotelvatnumber Strict F1 | Hotelvatnumber Ent Type Precision | Hotelvatnumber Ent Type Recall | Hotelvatnumber Ent Type F1 | Hotelvatnumber Partial Precision | Hotelvatnumber Partial Recall | Hotelvatnumber Partial F1 | Hotelvatnumber Exact Precision | Hotelvatnumber Exact Recall | Hotelvatnumber Exact F1 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0.8428 | 0.9995 | 574 | 0.2168 | 0.7263 | 0.6849 | 0.7050 | 0.8224 | 0.7756 | 0.7983 | 0.7933 | 0.7481 | 0.7700 | 0.7410 | 0.6987 | 0.7192 | 0.1922 | 0.8099 | 0.3106 | 0.2057 | 0.8669 | 0.3325 | 0.2046 | 0.8624 | 0.3308 | 0.1970 | 0.8303 | 0.3185 | 0.1074 | 0.7932 | 0.1891 | 0.1210 | 0.8937 | 0.2131 | 0.1147 | 0.8470 | 0.2020 | 0.1077 | 0.7954 | 0.1897 | 0.0300 | 0.5280 | 0.0567 | 0.0350 | 0.6166 | 0.0662 | 0.0325 | 0.5726 | 0.0615 | 0.0300 | 0.5280 | 0.0567 | 0.0445 | 0.6243 | 0.0830 | 0.0506 | 0.7102 | 0.0945 | 0.0517 | 0.7258 | 0.0965 | 0.0481 | 0.6758 | 0.0899 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0342 | 0.5722 | 0.0646 | 0.0374 | 0.6256 | 0.0706 | 0.0386 | 0.6451 | 0.0728 | 0.0369 | 0.6162 | 0.0696 | 0.0190 | 0.3218 | 0.0358 | 0.0310 | 0.5256 | 0.0585 | 0.0316 | 0.5368 | 0.0598 | 0.0228 | 0.3869 | 0.0431 | 0.1502 | 0.5814 | 0.2388 | 0.1679 | 0.6499 | 0.2669 | 0.1651 | 0.6388 | 0.2623 | 0.1539 | 0.5956 | 0.2446 | 0.1529 | 0.8282 | 0.2581 | 0.1611 | 0.8726 | 0.2720 | 0.1571 | 0.8511 | 0.2652 | 0.1530 | 0.8288 | 0.2583 | 0.2300 | 0.8688 | 0.3638 | 0.2358 | 0.8905 | 0.3729 | 0.2339 | 0.8835 | 0.3699 | 0.2310 | 0.8723 | 0.3652 | 0.2039 | 0.8453 | 0.3285 | 0.2133 | 0.8845 | 0.3437 | 0.2118 | 0.8781 | 0.3413 | 0.2068 | 0.8573 | 0.3332 | 0.0030 | 0.1876 | 0.0058 | 0.0083 | 0.5238 | 0.0163 | 0.0057 | 0.3575 | 0.0111 | 0.0030 | 0.1876 | 0.0058 | 0.0528 | 0.4766 | 0.0951 | 0.0676 | 0.6096 | 0.1216 | 0.0731 | 0.6594 | 0.1316 | 0.0638 | 0.5754 | 0.1148 | 0.1448 | 0.7428 | 0.2424 | 0.1746 | 0.8955 | 0.2923 | 0.1600 | 0.8203 | 0.2677 | 0.1450 | 0.7436 | 0.2427 | 0.0720 | 0.2923 | 0.1156 | 0.1284 | 0.5211 | 0.2060 | 0.1016 | 0.4122 | 0.1630 | 0.0722 | 0.2928 | 0.1158 | 0.1073 | 0.5900 | 0.1816 | 0.1252 | 0.6885 | 0.2119 | 0.1202 | 0.6607 | 0.2034 | 0.1106 | 0.6079 | 0.1871 | 0.2047 | 0.8787 | 0.3320 | 0.2125 | 0.9125 | 0.3448 | 0.2120 | 0.9101 | 0.3439 | 0.2070 | 0.8887 | 0.3358 | 0.0505 | 0.5823 | 0.0929 | 0.0600 | 0.6923 | 0.1104 | 0.0612 | 0.7060 | 0.1126 | 0.0543 | 0.6265 | 0.0999 | 0.0378 | 0.7243 | 0.0719 | 0.0384 | 0.7344 | 0.0729 | 0.0396 | 0.7579 | 0.0753 | 0.0393 | 0.7529 | 0.0748 | 0.0633 | 0.4955 | 0.1122 | 0.0633 | 0.4960 | 0.1123 | 0.0634 | 0.4962 | 0.1124 | 0.0633 | 0.4959 | 0.1123 | 0.1195 | 0.6115 | 0.2000 | 0.1304 | 0.6670 | 0.2181 | 0.1359 | 0.6950 | 0.2273 | 0.1296 | 0.6631 | 0.2169 | 0.1292 | 0.8173 | 0.2231 | 0.1309 | 0.8283 | 0.2261 | 0.1370 | 0.8671 | 0.2367 | 0.1356 | 0.8581 | 0.2342 | 0.2340 | 0.8740 | 0.3692 | 0.2401 | 0.8967 | 0.3788 | 0.2392 | 0.8933 | 0.3774 | 0.2357 | 0.8801 | 0.3718 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1582 | 0.6501 | 0.2544 | 0.1698 | 0.6981 | 0.2732 | 0.1671 | 0.6868 | 0.2688 | 0.1606 | 0.6601 | 0.2584 | 0.1048 | 0.4025 | 0.1662 | 0.1703 | 0.6545 | 0.2703 | 0.1408 | 0.5412 | 0.2235 | 0.1061 | 0.4077 | 0.1684 | 0.1769 | 0.7300 | 0.2848 | 0.2124 | 0.8763 | 0.3419 | 0.1979 | 0.8166 | 0.3186 | 0.1789 | 0.7383 | 0.2881 | 0.1575 | 0.6531 | 0.2538 | 0.2044 | 0.8475 | 0.3294 | 0.1830 | 0.7586 | 0.2949 | 0.1585 | 0.6570 | 0.2554 | 0.2097 | 0.7755 | 0.3301 | 0.2120 | 0.7840 | 0.3337 | 0.2136 | 0.7899 | 0.3363 | 0.2124 | 0.7853 | 0.3343 | 0.0247 | 0.5043 | 0.0472 | 0.0269 | 0.5483 | 0.0513 | 0.0325 | 0.6629 | 0.0620 | 0.0304 | 0.6195 | 0.0579 | 0.1135 | 0.8205 | 0.1994 | 0.1146 | 0.8280 | 0.2013 | 0.1142 | 0.8257 | 0.2007 | 0.1137 | 0.8217 | 0.1997 | 0.1488 | 0.5067 | 0.2300 | 0.2070 | 0.7049 | 0.3200 | 0.1797 | 0.6121 | 0.2779 | 0.1497 | 0.5098 | 0.2314 | 0.1747 | 0.7176 | 0.2810 | 0.1942 | 0.7976 | 0.3124 | 0.1849 | 0.7593 | 0.2974 | 0.1750 | 0.7185 | 0.2814 | 0.1928 | 0.8035 | 0.3110 | 0.2108 | 0.8787 | 0.3401 | 0.2046 | 0.8528 | 0.3300 | 0.1954 | 0.8146 | 0.3152 |
| 0.1737 | 1.9989 | 1148 | 0.2042 | 0.7662 | 0.7187 | 0.7416 | 0.8547 | 0.8017 | 0.8273 | 0.8242 | 0.7731 | 0.7979 | 0.7770 | 0.7288 | 0.7522 | 0.2235 | 0.8163 | 0.3509 | 0.2399 | 0.8762 | 0.3766 | 0.2392 | 0.8738 | 0.3756 | 0.2299 | 0.8397 | 0.3609 | 0.1266 | 0.8053 | 0.2188 | 0.1428 | 0.9083 | 0.2468 | 0.1348 | 0.8573 | 0.2330 | 0.1266 | 0.8054 | 0.2189 | 0.0514 | 0.5213 | 0.0935 | 0.0574 | 0.5822 | 0.1044 | 0.0544 | 0.5522 | 0.0990 | 0.0514 | 0.5215 | 0.0935 | 0.0595 | 0.6095 | 0.1084 | 0.0647 | 0.6627 | 0.1179 | 0.0717 | 0.7346 | 0.1306 | 0.0683 | 0.6996 | 0.1244 | 0.0 | 0.0 | 0 | 0.0041 | 0.4668 | 0.0082 | 0.0035 | 0.4005 | 0.0070 | 0.0 | 0.0 | 0 | 0.0420 | 0.5391 | 0.0779 | 0.0448 | 0.5752 | 0.0831 | 0.0478 | 0.6134 | 0.0887 | 0.0457 | 0.5865 | 0.0848 | 0.0341 | 0.4899 | 0.0637 | 0.0422 | 0.6072 | 0.0789 | 0.0437 | 0.6292 | 0.0818 | 0.0389 | 0.5599 | 0.0728 | 0.1834 | 0.6537 | 0.2865 | 0.1993 | 0.7102 | 0.3113 | 0.1949 | 0.6946 | 0.3044 | 0.1858 | 0.6621 | 0.2902 | 0.1783 | 0.8782 | 0.2965 | 0.1866 | 0.9188 | 0.3102 | 0.1825 | 0.8988 | 0.3034 | 0.1784 | 0.8785 | 0.2966 | 0.2635 | 0.8922 | 0.4068 | 0.2676 | 0.9060 | 0.4132 | 0.2668 | 0.9032 | 0.4119 | 0.2647 | 0.8961 | 0.4086 | 0.2352 | 0.9071 | 0.3736 | 0.2416 | 0.9316 | 0.3837 | 0.2400 | 0.9256 | 0.3812 | 0.2366 | 0.9124 | 0.3757 | 0.0088 | 0.3942 | 0.0172 | 0.0118 | 0.5302 | 0.0231 | 0.0104 | 0.4662 | 0.0203 | 0.0089 | 0.3982 | 0.0174 | 0.0879 | 0.6785 | 0.1556 | 0.1042 | 0.8044 | 0.1845 | 0.0999 | 0.7708 | 0.1768 | 0.0910 | 0.7024 | 0.1611 | 0.1707 | 0.7674 | 0.2793 | 0.2028 | 0.9116 | 0.3318 | 0.1871 | 0.8412 | 0.3061 | 0.1710 | 0.7686 | 0.2797 | 0.1020 | 0.3464 | 0.1576 | 0.1686 | 0.5728 | 0.2605 | 0.1368 | 0.4646 | 0.2113 | 0.1022 | 0.3472 | 0.1579 | 0.1526 | 0.6318 | 0.2459 | 0.1724 | 0.7136 | 0.2777 | 0.1649 | 0.6825 | 0.2656 | 0.1547 | 0.6405 | 0.2493 | 0.2390 | 0.8918 | 0.3770 | 0.2462 | 0.9187 | 0.3883 | 0.2477 | 0.9244 | 0.3907 | 0.2429 | 0.9063 | 0.3831 | 0.0799 | 0.6763 | 0.1429 | 0.0961 | 0.8135 | 0.1719 | 0.0900 | 0.7619 | 0.1610 | 0.0814 | 0.6888 | 0.1456 | 0.0534 | 0.7430 | 0.0996 | 0.0543 | 0.7562 | 0.1013 | 0.0549 | 0.7650 | 0.1025 | 0.0544 | 0.7580 | 0.1016 | 0.0949 | 0.5135 | 0.1602 | 0.0952 | 0.5149 | 0.1607 | 0.0951 | 0.5146 | 0.1606 | 0.0950 | 0.5138 | 0.1603 | 0.1357 | 0.6895 | 0.2268 | 0.1447 | 0.7353 | 0.2419 | 0.1470 | 0.7468 | 0.2457 | 0.1420 | 0.7213 | 0.2373 | 0.1566 | 0.8482 | 0.2644 | 0.1577 | 0.8538 | 0.2662 | 0.1631 | 0.8834 | 0.2754 | 0.1624 | 0.8793 | 0.2741 | 0.2672 | 0.8910 | 0.4111 | 0.2730 | 0.9105 | 0.4201 | 0.2728 | 0.9098 | 0.4198 | 0.2694 | 0.8985 | 0.4146 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1908 | 0.7073 | 0.3005 | 0.2025 | 0.7508 | 0.3190 | 0.1979 | 0.7337 | 0.3117 | 0.1916 | 0.7102 | 0.3018 | 0.1363 | 0.4793 | 0.2122 | 0.2002 | 0.7039 | 0.3117 | 0.1703 | 0.5989 | 0.2652 | 0.1370 | 0.4818 | 0.2133 | 0.2074 | 0.7524 | 0.3252 | 0.2457 | 0.8912 | 0.3852 | 0.2304 | 0.8356 | 0.3612 | 0.2096 | 0.7602 | 0.3286 | 0.1936 | 0.7020 | 0.3036 | 0.2397 | 0.8689 | 0.3757 | 0.2196 | 0.7961 | 0.3442 | 0.1949 | 0.7065 | 0.3055 | 0.2541 | 0.7978 | 0.3855 | 0.2567 | 0.8058 | 0.3893 | 0.2583 | 0.8110 | 0.3919 | 0.2569 | 0.8066 | 0.3897 | 0.0333 | 0.5420 | 0.0627 | 0.035 | 0.5701 | 0.0660 | 0.0384 | 0.6261 | 0.0724 | 0.0370 | 0.6021 | 0.0697 | 0.1353 | 0.8373 | 0.2330 | 0.1363 | 0.8437 | 0.2347 | 0.1360 | 0.8416 | 0.2342 | 0.1355 | 0.8384 | 0.2333 | 0.1757 | 0.4995 | 0.2600 | 0.2493 | 0.7086 | 0.3688 | 0.2143 | 0.6091 | 0.3170 | 0.1768 | 0.5025 | 0.2615 | 0.2059 | 0.7554 | 0.3236 | 0.2270 | 0.8326 | 0.3567 | 0.2170 | 0.7959 | 0.3410 | 0.2062 | 0.7563 | 0.3240 | 0.2250 | 0.8384 | 0.3548 | 0.2418 | 0.9008 | 0.3812 | 0.2357 | 0.8780 | 0.3716 | 0.2272 | 0.8465 | 0.3583 |
| 0.1242 | 2.9984 | 1722 | 0.2236 | 0.7916 | 0.7134 | 0.7505 | 0.8754 | 0.7889 | 0.8299 | 0.8480 | 0.7642 | 0.8039 | 0.8035 | 0.7241 | 0.7617 | 0.2556 | 0.8343 | 0.3913 | 0.2733 | 0.8922 | 0.4185 | 0.2708 | 0.8841 | 0.4147 | 0.2610 | 0.8520 | 0.3996 | 0.1470 | 0.7950 | 0.2481 | 0.1664 | 0.9001 | 0.2809 | 0.1570 | 0.8491 | 0.2650 | 0.1470 | 0.7953 | 0.2481 | 0.0626 | 0.5119 | 0.1116 | 0.0713 | 0.5828 | 0.1270 | 0.0670 | 0.5482 | 0.1195 | 0.0627 | 0.5127 | 0.1118 | 0.0735 | 0.5984 | 0.1308 | 0.0786 | 0.6407 | 0.1401 | 0.0882 | 0.7187 | 0.1572 | 0.0851 | 0.6929 | 0.1515 | 0.0077 | 0.3133 | 0.0150 | 0.0093 | 0.3788 | 0.0181 | 0.0143 | 0.5808 | 0.0278 | 0.0127 | 0.5175 | 0.0248 | 0.0473 | 0.5173 | 0.0867 | 0.0514 | 0.5619 | 0.0942 | 0.0532 | 0.5816 | 0.0975 | 0.0507 | 0.5535 | 0.0928 | 0.0535 | 0.5018 | 0.0967 | 0.0601 | 0.5638 | 0.1086 | 0.0680 | 0.6375 | 0.1228 | 0.0634 | 0.5948 | 0.1146 | 0.2158 | 0.6509 | 0.3242 | 0.2338 | 0.7051 | 0.3512 | 0.2303 | 0.6945 | 0.3459 | 0.2198 | 0.6628 | 0.3301 | 0.2067 | 0.8725 | 0.3342 | 0.2164 | 0.9134 | 0.3499 | 0.2116 | 0.8933 | 0.3422 | 0.2068 | 0.8728 | 0.3343 | 0.2981 | 0.8876 | 0.4463 | 0.3020 | 0.8990 | 0.4521 | 0.3017 | 0.8983 | 0.4517 | 0.2997 | 0.8923 | 0.4487 | 0.2707 | 0.9090 | 0.4172 | 0.2772 | 0.9308 | 0.4272 | 0.2762 | 0.9273 | 0.4256 | 0.2729 | 0.9161 | 0.4205 | 0.0101 | 0.3883 | 0.0197 | 0.0126 | 0.4820 | 0.0245 | 0.0116 | 0.4444 | 0.0226 | 0.0103 | 0.3965 | 0.0202 | 0.1169 | 0.6807 | 0.1996 | 0.1321 | 0.7692 | 0.2255 | 0.1278 | 0.7442 | 0.2182 | 0.1197 | 0.6969 | 0.2043 | 0.1964 | 0.7641 | 0.3125 | 0.2337 | 0.9091 | 0.3718 | 0.2154 | 0.8379 | 0.3427 | 0.1967 | 0.7651 | 0.3129 | 0.1359 | 0.3501 | 0.1958 | 0.2094 | 0.5396 | 0.3017 | 0.1749 | 0.4508 | 0.2520 | 0.1362 | 0.3511 | 0.1963 | 0.2042 | 0.6245 | 0.3078 | 0.2245 | 0.6867 | 0.3384 | 0.2172 | 0.6643 | 0.3274 | 0.2066 | 0.6320 | 0.3115 | 0.2742 | 0.9018 | 0.4205 | 0.2813 | 0.9253 | 0.4315 | 0.2819 | 0.9273 | 0.4324 | 0.2774 | 0.9123 | 0.4254 | 0.1014 | 0.7051 | 0.1772 | 0.1155 | 0.8035 | 0.2020 | 0.1090 | 0.7582 | 0.1906 | 0.1018 | 0.7083 | 0.1780 | 0.0650 | 0.7376 | 0.1195 | 0.0663 | 0.7517 | 0.1218 | 0.0676 | 0.7664 | 0.1242 | 0.0669 | 0.7589 | 0.1230 | 0.1366 | 0.4575 | 0.2103 | 0.1373 | 0.4600 | 0.2115 | 0.1371 | 0.4595 | 0.2112 | 0.1368 | 0.4582 | 0.2107 | 0.1582 | 0.6970 | 0.2579 | 0.1682 | 0.7409 | 0.2742 | 0.1720 | 0.7574 | 0.2803 | 0.1665 | 0.7335 | 0.2714 | 0.1827 | 0.8569 | 0.3012 | 0.1842 | 0.8640 | 0.3037 | 0.1887 | 0.8848 | 0.3110 | 0.1875 | 0.8794 | 0.3091 | 0.2985 | 0.9105 | 0.4496 | 0.3036 | 0.9260 | 0.4573 | 0.3038 | 0.9267 | 0.4576 | 0.3008 | 0.9173 | 0.4530 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.2228 | 0.7037 | 0.3385 | 0.2365 | 0.7470 | 0.3593 | 0.2318 | 0.7320 | 0.3521 | 0.2242 | 0.7080 | 0.3405 | 0.1573 | 0.4667 | 0.2353 | 0.2317 | 0.6875 | 0.3466 | 0.1965 | 0.5829 | 0.2939 | 0.1577 | 0.4678 | 0.2359 | 0.2388 | 0.7649 | 0.3640 | 0.2805 | 0.8985 | 0.4275 | 0.2636 | 0.8445 | 0.4018 | 0.2412 | 0.7727 | 0.3677 | 0.2252 | 0.7106 | 0.3420 | 0.2753 | 0.8684 | 0.4180 | 0.2535 | 0.7998 | 0.3850 | 0.2269 | 0.7159 | 0.3446 | 0.3002 | 0.8228 | 0.4399 | 0.3017 | 0.8269 | 0.4421 | 0.3039 | 0.8330 | 0.4454 | 0.3030 | 0.8305 | 0.4440 | 0.0414 | 0.5028 | 0.0764 | 0.0425 | 0.5173 | 0.0786 | 0.0503 | 0.6116 | 0.0930 | 0.0489 | 0.5951 | 0.0904 | 0.1586 | 0.8213 | 0.2658 | 0.1598 | 0.8278 | 0.2679 | 0.1594 | 0.8256 | 0.2672 | 0.1588 | 0.8224 | 0.2662 | 0.2107 | 0.5238 | 0.3005 | 0.2909 | 0.7232 | 0.4149 | 0.2528 | 0.6285 | 0.3605 | 0.2118 | 0.5266 | 0.3021 | 0.2426 | 0.7394 | 0.3654 | 0.2662 | 0.8112 | 0.4008 | 0.2551 | 0.7773 | 0.3841 | 0.2429 | 0.7404 | 0.3658 | 0.2638 | 0.8508 | 0.4027 | 0.2793 | 0.9010 | 0.4264 | 0.2746 | 0.8857 | 0.4192 | 0.2666 | 0.8600 | 0.4070 |
| 0.0993 | 3.9996 | 2297 | 0.2257 | 0.7813 | 0.7312 | 0.7554 | 0.8626 | 0.8073 | 0.8341 | 0.8348 | 0.7813 | 0.8072 | 0.7918 | 0.7411 | 0.7656 | 0.2344 | 0.8530 | 0.3678 | 0.2485 | 0.9041 | 0.3898 | 0.2465 | 0.8968 | 0.3867 | 0.2387 | 0.8686 | 0.3745 | 0.1321 | 0.8019 | 0.2268 | 0.1489 | 0.9039 | 0.2557 | 0.1409 | 0.8554 | 0.2419 | 0.1322 | 0.8028 | 0.2271 | 0.0531 | 0.5128 | 0.0963 | 0.0608 | 0.5865 | 0.1101 | 0.0571 | 0.5516 | 0.1036 | 0.0533 | 0.5147 | 0.0966 | 0.0619 | 0.6637 | 0.1133 | 0.0661 | 0.7087 | 0.1209 | 0.0699 | 0.7491 | 0.1278 | 0.0672 | 0.7208 | 0.1230 | 0.0058 | 0.3399 | 0.0113 | 0.0064 | 0.3776 | 0.0126 | 0.0094 | 0.5531 | 0.0184 | 0.0086 | 0.5077 | 0.0169 | 0.0410 | 0.5187 | 0.0760 | 0.0437 | 0.5536 | 0.0811 | 0.0462 | 0.5842 | 0.0855 | 0.0446 | 0.5649 | 0.0827 | 0.0425 | 0.5169 | 0.0785 | 0.0470 | 0.5717 | 0.0869 | 0.0540 | 0.6572 | 0.0999 | 0.0510 | 0.6203 | 0.0942 | 0.1911 | 0.6641 | 0.2968 | 0.2085 | 0.7245 | 0.3238 | 0.2040 | 0.7091 | 0.3169 | 0.1943 | 0.6752 | 0.3017 | 0.1877 | 0.8806 | 0.3095 | 0.1956 | 0.9173 | 0.3224 | 0.1917 | 0.8993 | 0.3160 | 0.1878 | 0.8809 | 0.3096 | 0.2729 | 0.8998 | 0.4188 | 0.2762 | 0.9106 | 0.4239 | 0.2761 | 0.9101 | 0.4236 | 0.2742 | 0.9041 | 0.4208 | 0.2484 | 0.9017 | 0.3894 | 0.2548 | 0.9252 | 0.3996 | 0.2544 | 0.9236 | 0.3989 | 0.2511 | 0.9115 | 0.3937 | 0.0115 | 0.3594 | 0.0223 | 0.0147 | 0.4580 | 0.0284 | 0.0132 | 0.4127 | 0.0256 | 0.0116 | 0.3630 | 0.0225 | 0.1022 | 0.7253 | 0.1791 | 0.1155 | 0.8201 | 0.2025 | 0.1107 | 0.7857 | 0.1940 | 0.1035 | 0.7350 | 0.1815 | 0.1790 | 0.7686 | 0.2904 | 0.2119 | 0.9098 | 0.3437 | 0.1959 | 0.8410 | 0.3177 | 0.1793 | 0.7699 | 0.2908 | 0.1080 | 0.3555 | 0.1657 | 0.1706 | 0.5615 | 0.2617 | 0.1411 | 0.4644 | 0.2164 | 0.1082 | 0.3560 | 0.1659 | 0.1772 | 0.6625 | 0.2797 | 0.1948 | 0.7282 | 0.3074 | 0.1883 | 0.7038 | 0.2971 | 0.1791 | 0.6695 | 0.2826 | 0.2497 | 0.9136 | 0.3922 | 0.2561 | 0.9370 | 0.4023 | 0.2552 | 0.9335 | 0.4008 | 0.2513 | 0.9193 | 0.3947 | 0.0902 | 0.7890 | 0.1619 | 0.1001 | 0.8752 | 0.1796 | 0.0954 | 0.8344 | 0.1712 | 0.0904 | 0.7909 | 0.1623 | 0.0572 | 0.7174 | 0.1060 | 0.0581 | 0.7284 | 0.1076 | 0.0599 | 0.7516 | 0.1110 | 0.0593 | 0.7442 | 0.1099 | 0.1087 | 0.5058 | 0.1789 | 0.1089 | 0.5070 | 0.1793 | 0.1089 | 0.5069 | 0.1793 | 0.1088 | 0.5062 | 0.1790 | 0.1461 | 0.6895 | 0.2411 | 0.1560 | 0.7362 | 0.2575 | 0.1606 | 0.7580 | 0.2651 | 0.1550 | 0.7313 | 0.2558 | 0.1618 | 0.8731 | 0.2730 | 0.1632 | 0.8806 | 0.2754 | 0.1665 | 0.8982 | 0.2809 | 0.1655 | 0.8932 | 0.2793 | 0.2757 | 0.8940 | 0.4214 | 0.2812 | 0.9121 | 0.4299 | 0.2805 | 0.9098 | 0.4288 | 0.2772 | 0.8990 | 0.4238 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.2033 | 0.7160 | 0.3167 | 0.2142 | 0.7544 | 0.3337 | 0.2105 | 0.7413 | 0.3279 | 0.2047 | 0.7208 | 0.3188 | 0.1462 | 0.4819 | 0.2244 | 0.2115 | 0.6970 | 0.3245 | 0.1805 | 0.5949 | 0.2770 | 0.1465 | 0.4829 | 0.2248 | 0.2159 | 0.7735 | 0.3376 | 0.2549 | 0.9130 | 0.3985 | 0.2379 | 0.8523 | 0.3720 | 0.2172 | 0.7782 | 0.3397 | 0.1970 | 0.6873 | 0.3063 | 0.2486 | 0.8671 | 0.3864 | 0.2250 | 0.7848 | 0.3497 | 0.1980 | 0.6906 | 0.3078 | 0.2652 | 0.8277 | 0.4017 | 0.2673 | 0.8341 | 0.4048 | 0.2693 | 0.8403 | 0.4078 | 0.2681 | 0.8367 | 0.4061 | 0.0381 | 0.5262 | 0.0710 | 0.0395 | 0.5467 | 0.0738 | 0.0482 | 0.6657 | 0.0898 | 0.0465 | 0.6428 | 0.0867 | 0.1413 | 0.8210 | 0.2410 | 0.1425 | 0.8282 | 0.2432 | 0.1420 | 0.8252 | 0.2423 | 0.1414 | 0.8216 | 0.2412 | 0.1943 | 0.5495 | 0.2871 | 0.2627 | 0.7429 | 0.3882 | 0.2298 | 0.6498 | 0.3395 | 0.1951 | 0.5516 | 0.2882 | 0.2147 | 0.7838 | 0.3371 | 0.2334 | 0.8521 | 0.3664 | 0.2245 | 0.8197 | 0.3525 | 0.2150 | 0.7850 | 0.3376 | 0.2394 | 0.8549 | 0.3740 | 0.2535 | 0.9054 | 0.3961 | 0.2488 | 0.8885 | 0.3887 | 0.2416 | 0.8629 | 0.3775 |
The model card is truncated. Read the rest on Hugging Face.
- Type
- bert
- License
- apache-2.0
- Created
- Aug 16, 2024
- Updated
- Aug 16, 2024