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bert-base-multilingual-cased-iob2-20240917211359
nttaii/bert-base-multilingual-cased-iob2-20240917211359
bert-base-multilingual-cased-iob2-20240917211359 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
- Sep 17, 2024
- Updated
- Sep 17, 2024
- SHA
- ed650cbe
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-iob2-20240917211359
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: 0.2336
- Overall Strict Precision: 0.7922
- Overall Strict Recall: 0.7288
- Overall Strict F1: 0.7592
- Overall Ent Type Precision: 0.8700
- Overall Ent Type Recall: 0.8003
- Overall Ent Type F1: 0.8337
- Overall Partial Precision: 0.8450
- Overall Partial Recall: 0.7773
- Overall Partial F1: 0.8097
- Overall Exact Precision: 0.8036
- Overall Exact Recall: 0.7392
- Overall Exact F1: 0.7700
- Companycity Strict Precision: 0.2536
- Companycity Strict Recall: 0.8638
- Companycity Strict F1: 0.3921
- Companycity Ent Type Precision: 0.2667
- Companycity Ent Type Recall: 0.9083
- Companycity Ent Type F1: 0.4123
- Companycity Partial Precision: 0.2658
- Companycity Partial Recall: 0.9054
- Companycity Partial F1: 0.4110
- Companycity Exact Precision: 0.2583
- Companycity Exact Recall: 0.8796
- Companycity Exact F1: 0.3993
- Externalreservationnumber Strict Precision: 0.0041
- Externalreservationnumber Strict Recall: 0.2146
- Externalreservationnumber Strict F1: 0.0080
- Externalreservationnumber Ent Type Precision: 0.0049
- Externalreservationnumber Ent Type Recall: 0.2593
- Externalreservationnumber Ent Type F1: 0.0097
- Externalreservationnumber Partial Precision: 0.0077
- Externalreservationnumber Partial Recall: 0.4036
- Externalreservationnumber Partial F1: 0.0150
- Externalreservationnumber Exact Precision: 0.0068
- Externalreservationnumber Exact Recall: 0.3576
- Externalreservationnumber Exact F1: 0.0133
- Hotelphonenumber Strict Precision: 0.1996
- Hotelphonenumber Strict Recall: 0.7802
- Hotelphonenumber Strict F1: 0.3178
- Hotelphonenumber Ent Type Precision: 0.2343
- Hotelphonenumber Ent Type Recall: 0.9159
- Hotelphonenumber Ent Type F1: 0.3731
- Hotelphonenumber Partial Precision: 0.2187
- Hotelphonenumber Partial Recall: 0.8552
- Hotelphonenumber Partial F1: 0.3484
- Hotelphonenumber Exact Precision: 0.2013
- Hotelphonenumber Exact Recall: 0.7871
- Hotelphonenumber Exact F1: 0.3206
- Hotelcity Strict Precision: 0.2088
- Hotelcity Strict Recall: 0.6683
- Hotelcity Strict F1: 0.3182
- Hotelcity Ent Type Precision: 0.2267
- Hotelcity Ent Type Recall: 0.7256
- Hotelcity Ent Type F1: 0.3455
- Hotelcity Partial Precision: 0.2225
- Hotelcity Partial Recall: 0.7122
- Hotelcity Partial F1: 0.3391
- Hotelcity Exact Precision: 0.2122
- Hotelcity Exact Recall: 0.6793
- Hotelcity Exact F1: 0.3234
- Pagenumber Strict Precision: 0.1523
- Pagenumber Strict Recall: 0.8471
- Pagenumber Strict F1: 0.2582
- Pagenumber Ent Type Precision: 0.1540
- Pagenumber Ent Type Recall: 0.8567
- Pagenumber Ent Type F1: 0.2611
- Pagenumber Partial Precision: 0.1534
- Pagenumber Partial Recall: 0.8532
- Pagenumber Partial F1: 0.2600
- Pagenumber Exact Precision: 0.1525
- Pagenumber Exact Recall: 0.8484
- Pagenumber Exact F1: 0.2586
- Hoteladdress Strict Precision: 0.1593
- Hoteladdress Strict Recall: 0.4958
- Hoteladdress Strict F1: 0.2411
- Hoteladdress Ent Type Precision: 0.2235
- Hoteladdress Ent Type Recall: 0.6957
- Hoteladdress Ent Type F1: 0.3383
- Hoteladdress Partial Precision: 0.1933
- Hoteladdress Partial Recall: 0.6018
- Hoteladdress Partial F1: 0.2926
- Hoteladdress Exact Precision: 0.1598
- Hoteladdress Exact Recall: 0.4975
- Hoteladdress Exact F1: 0.2419
- 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
- Travellername Strict Precision: 0.2006
- Travellername Strict Recall: 0.5530
- Travellername Strict F1: 0.2945
- Travellername Ent Type Precision: 0.2680
- Travellername Ent Type Recall: 0.7388
- Travellername Ent Type F1: 0.3934
- Travellername Partial Precision: 0.2369
- Travellername Partial Recall: 0.6530
- Travellername Partial F1: 0.3477
- Travellername Exact Precision: 0.2023
- Travellername Exact Recall: 0.5575
- Travellername Exact F1: 0.2968
- Hotelemail Strict Precision: 0.2056
- Hotelemail Strict Recall: 0.8756
- Hotelemail Strict F1: 0.3330
- Hotelemail Ent Type Precision: 0.2168
- Hotelemail Ent Type Recall: 0.9233
- Hotelemail Ent Type F1: 0.3511
- Hotelemail Partial Precision: 0.2113
- Hotelemail Partial Recall: 0.8999
- Hotelemail Partial F1: 0.3422
- Hotelemail Exact Precision: 0.2057
- Hotelemail Exact Recall: 0.8759
- Hotelemail Exact F1: 0.3331
- Taxamount Strict Precision: 0.0994
- Taxamount Strict Recall: 0.7118
- Taxamount Strict F1: 0.1744
- Taxamount Ent Type Precision: 0.1135
- Taxamount Ent Type Recall: 0.8130
- Taxamount Ent Type F1: 0.1992
- Taxamount Partial Precision: 0.1070
- Taxamount Partial Recall: 0.7668
- Taxamount Partial F1: 0.1878
- Taxamount Exact Precision: 0.0998
- Taxamount Exact Recall: 0.7149
- Taxamount Exact F1: 0.1751
- Companycountry Strict Precision: 0.1600
- Companycountry Strict Recall: 0.8527
- Companycountry Strict F1: 0.2695
- Companycountry Ent Type Precision: 0.1611
- Companycountry Ent Type Recall: 0.8588
- Companycountry Ent Type F1: 0.2714
- Companycountry Partial Precision: 0.1640
- Companycountry Partial Recall: 0.8743
- Companycountry Partial F1: 0.2763
- Companycountry Exact Precision: 0.1633
- Companycountry Exact Recall: 0.8705
- Companycountry Exact F1: 0.2751
- Invoicenumber Strict Precision: 0.2584
- Invoicenumber Strict Recall: 0.8767
- Invoicenumber Strict F1: 0.3992
- Invoicenumber Ent Type Precision: 0.2723
- Invoicenumber Ent Type Recall: 0.9238
- Invoicenumber Ent Type F1: 0.4206
- Invoicenumber Partial Precision: 0.2678
- Invoicenumber Partial Recall: 0.9087
- Invoicenumber Partial F1: 0.4137
- Invoicenumber Exact Precision: 0.2608
- Invoicenumber Exact Recall: 0.8849
- Invoicenumber Exact F1: 0.4029
- Companyzipcode Strict Precision: 0.2659
- Companyzipcode Strict Recall: 0.9181
- Companyzipcode Strict F1: 0.4124
- Companyzipcode Ent Type Precision: 0.2722
- Companyzipcode Ent Type Recall: 0.9399
- Companyzipcode Ent Type F1: 0.4221
- Companyzipcode Partial Precision: 0.2720
- Companyzipcode Partial Recall: 0.9391
- Companyzipcode Partial F1: 0.4218
- Companyzipcode Exact Precision: 0.2678
- Companyzipcode Exact Recall: 0.9248
- Companyzipcode Exact F1: 0.4154
- Documenttype Strict Precision: 0.2327
- Documenttype Strict Recall: 0.7838
- Documenttype Strict F1: 0.3588
- Documenttype Ent Type Precision: 0.2512
- Documenttype Ent Type Recall: 0.8462
- Documenttype Ent Type F1: 0.3874
- Documenttype Partial Precision: 0.2425
- Documenttype Partial Recall: 0.8169
- Documenttype Partial F1: 0.3740
- Documenttype Exact Precision: 0.2332
- Documenttype Exact Recall: 0.7855
- Documenttype Exact F1: 0.3596
- Hoteltaxcode Strict Precision: 0.0573
- Hoteltaxcode Strict Recall: 0.4700
- Hoteltaxcode Strict F1: 0.1022
- Hoteltaxcode Ent Type Precision: 0.0618
- Hoteltaxcode Ent Type Recall: 0.5069
- Hoteltaxcode Ent Type F1: 0.1102
- Hoteltaxcode Partial Precision: 0.0670
- Hoteltaxcode Partial Recall: 0.5495
- Hoteltaxcode Partial F1: 0.1195
- Hoteltaxcode Exact Precision: 0.0641
- Hoteltaxcode Exact Recall: 0.5254
- Hoteltaxcode Exact F1: 0.1142
- Invoicedate Strict Precision: 0.2659
- Invoicedate Strict Recall: 0.9313
- Invoicedate Strict F1: 0.4137
- Invoicedate Ent Type Precision: 0.2707
- Invoicedate Ent Type Recall: 0.9478
- Invoicedate Ent Type F1: 0.4211
- Invoicedate Partial Precision: 0.2700
- Invoicedate Partial Recall: 0.9457
- Invoicedate Partial F1: 0.4201
- Invoicedate Exact Precision: 0.2674
- Invoicedate Exact Recall: 0.9365
- Invoicedate Exact F1: 0.4161
- Companyname Strict Precision: 0.2117
- Companyname Strict Recall: 0.6958
- Companyname Strict F1: 0.3247
- Companyname Ent Type Precision: 0.2642
- Companyname Ent Type Recall: 0.8683
- Companyname Ent Type F1: 0.4051
- Companyname Partial Precision: 0.2415
- Companyname Partial Recall: 0.7938
- Companyname Partial F1: 0.3704
- Companyname Exact Precision: 0.2131
- Companyname Exact Recall: 0.7003
- Companyname Exact F1: 0.3268
- Companyaddress Strict Precision: 0.2340
- Companyaddress Strict Recall: 0.7920
- Companyaddress Strict F1: 0.3612
- Companyaddress Ent Type Precision: 0.2715
- Companyaddress Ent Type Recall: 0.9190
- Companyaddress Ent Type F1: 0.4191
- Companyaddress Partial Precision: 0.2551
- Companyaddress Partial Recall: 0.8635
- Companyaddress Partial F1: 0.3938
- Companyaddress Exact Precision: 0.2352
- Companyaddress Exact Recall: 0.7961
- Companyaddress Exact F1: 0.3631
- Companyvatnumber Strict Precision: 0.0587
- Companyvatnumber Strict Recall: 0.6269
- Companyvatnumber Strict F1: 0.1073
- Companyvatnumber Ent Type Precision: 0.0627
- Companyvatnumber Ent Type Recall: 0.6704
- Companyvatnumber Ent Type F1: 0.1147
- Companyvatnumber Partial Precision: 0.0674
- Companyvatnumber Partial Recall: 0.7200
- Companyvatnumber Partial F1: 0.1232
- Companyvatnumber Exact Precision: 0.0647
- Companyvatnumber Exact Recall: 0.6920
- Companyvatnumber Exact F1: 0.1184
- Grossamount Strict Precision: 0.1941
- Grossamount Strict Recall: 0.6779
- Grossamount Strict F1: 0.3018
- Grossamount Ent Type Precision: 0.2115
- Grossamount Ent Type Recall: 0.7388
- Grossamount Ent Type F1: 0.3289
- Grossamount Partial Precision: 0.2060
- Grossamount Partial Recall: 0.7197
- Grossamount Partial F1: 0.3204
- Grossamount Exact Precision: 0.1969
- Grossamount Exact Recall: 0.6878
- Grossamount Exact F1: 0.3062
- Hotelcountry Strict Precision: 0.0500
- Hotelcountry Strict Recall: 0.6633
- Hotelcountry Strict F1: 0.0931
- Hotelcountry Ent Type Precision: 0.0505
- Hotelcountry Ent Type Recall: 0.6697
- Hotelcountry Ent Type F1: 0.0940
- Hotelcountry Partial Precision: 0.0536
- Hotelcountry Partial Recall: 0.7105
- Hotelcountry Partial F1: 0.0997
- Hotelcountry Exact Precision: 0.0532
- Hotelcountry Exact Recall: 0.7050
- Hotelcountry Exact F1: 0.0989
- Netamount Strict Precision: 0.1096
- Netamount Strict Recall: 0.6900
- Netamount Strict F1: 0.1892
- Netamount Ent Type Precision: 0.1220
- Netamount Ent Type Recall: 0.7680
- Netamount Ent Type F1: 0.2106
- Netamount Partial Precision: 0.1186
- Netamount Partial Recall: 0.7466
- Netamount Partial F1: 0.2047
- Netamount Exact Precision: 0.1117
- Netamount Exact Recall: 0.7034
- Netamount Exact F1: 0.1928
- Hotelvatnumber Strict Precision: 0.1571
- Hotelvatnumber Strict Recall: 0.6763
- Hotelvatnumber Strict F1: 0.2549
- Hotelvatnumber Ent Type Precision: 0.1673
- Hotelvatnumber Ent Type Recall: 0.7205
- Hotelvatnumber Ent Type F1: 0.2716
- Hotelvatnumber Partial Precision: 0.1728
- Hotelvatnumber Partial Recall: 0.7440
- Hotelvatnumber Partial F1: 0.2804
- Hotelvatnumber Exact Precision: 0.1673
- Hotelvatnumber Exact Recall: 0.7201
- Hotelvatnumber Exact F1: 0.2715
- Cardtype Strict Precision: 0.0524
- Cardtype Strict Recall: 0.4462
- Cardtype Strict F1: 0.0938
- Cardtype Ent Type Precision: 0.0582
- Cardtype Ent Type Recall: 0.4956
- Cardtype Ent Type F1: 0.1042
- Cardtype Partial Precision: 0.0554
- Cardtype Partial Recall: 0.4712
- Cardtype Partial F1: 0.0991
- Cardtype Exact Precision: 0.0525
- Cardtype Exact Recall: 0.4464
- Cardtype Exact F1: 0.0939
- Roomno Strict Precision: 0.2750
- Roomno Strict Recall: 0.8222
- Roomno Strict F1: 0.4121
- Roomno Ent Type Precision: 0.2764
- Roomno Ent Type Recall: 0.8263
- Roomno Ent Type F1: 0.4142
- Roomno Partial Precision: 0.2778
- Roomno Partial Recall: 0.8307
- Roomno Partial F1: 0.4164
- Roomno Exact Precision: 0.2771
- Roomno Exact Recall: 0.8284
- Roomno Exact F1: 0.4153
- Reservationnumber Strict Precision: 0.0347
- Reservationnumber Strict Recall: 0.4087
- Reservationnumber Strict F1: 0.0640
- Reservationnumber Ent Type Precision: 0.0362
- Reservationnumber Ent Type Recall: 0.4266
- Reservationnumber Ent Type F1: 0.0668
- Reservationnumber Partial Precision: 0.0452
- Reservationnumber Partial Recall: 0.5327
- Reservationnumber Partial F1: 0.0834
- Reservationnumber Exact Precision: 0.0439
- Reservationnumber Exact Recall: 0.5174
- Reservationnumber Exact F1: 0.0810
- Checkout Strict Precision: 0.2829
- Checkout Strict Recall: 0.8902
- Checkout Strict F1: 0.4294
- Checkout Ent Type Precision: 0.2880
- Checkout Ent Type Recall: 0.9063
- Checkout Ent Type F1: 0.4371
- Checkout Partial Precision: 0.2875
- Checkout Partial Recall: 0.9047
- Checkout Partial F1: 0.4364
- Checkout Exact Precision: 0.2848
- Checkout Exact Recall: 0.8962
- Checkout Exact F1: 0.4323
- Currencycode Strict Precision: 0.1238
- Currencycode Strict Recall: 0.5246
- Currencycode Strict F1: 0.2003
- Currencycode Ent Type Precision: 0.1255
- Currencycode Ent Type Recall: 0.5317
- Currencycode Ent Type F1: 0.2030
- Currencycode Partial Precision: 0.1250
- Currencycode Partial Recall: 0.5296
- Currencycode Partial F1: 0.2022
- Currencycode Exact Precision: 0.1239
- Currencycode Exact Recall: 0.5252
- Currencycode Exact F1: 0.2005
- Cardnumber Strict Precision: 0.0081
- Cardnumber Strict Recall: 0.3071
- Cardnumber Strict F1: 0.0158
- Cardnumber Ent Type Precision: 0.0114
- Cardnumber Ent Type Recall: 0.4324
- Cardnumber Ent Type F1: 0.0223
- Cardnumber Partial Precision: 0.0099
- Cardnumber Partial Recall: 0.3725
- Cardnumber Partial F1: 0.0192
- Cardnumber Exact Precision: 0.0082
- Cardnumber Exact Recall: 0.3099
- Cardnumber Exact F1: 0.0160
- Hotelfaxnumber Strict Precision: 0.1483
- Hotelfaxnumber Strict Recall: 0.8124
- Hotelfaxnumber Strict F1: 0.2508
- Hotelfaxnumber Ent Type Precision: 0.1685
- Hotelfaxnumber Ent Type Recall: 0.9231
- Hotelfaxnumber Ent Type F1: 0.2850
- Hotelfaxnumber Partial Precision: 0.1585
- Hotelfaxnumber Partial Recall: 0.8687
- Hotelfaxnumber Partial F1: 0.2682
- Hotelfaxnumber Exact Precision: 0.1484
- Hotelfaxnumber Exact Recall: 0.8131
- Hotelfaxnumber Exact F1: 0.2510
- Checkin Strict Precision: 0.2837
- Checkin Strict Recall: 0.8860
- Checkin Strict F1: 0.4298
- Checkin Ent Type Precision: 0.2890
- Checkin Ent Type Recall: 0.9025
- Checkin Ent Type F1: 0.4378
- Checkin Partial Precision: 0.2891
- Checkin Partial Recall: 0.9030
- Checkin Partial F1: 0.4380
- Checkin Exact Precision: 0.2862
- Checkin Exact Recall: 0.8939
- Checkin Exact F1: 0.4336
- Hotelzipcode Strict Precision: 0.2211
- Hotelzipcode Strict Recall: 0.7279
- Hotelzipcode Strict F1: 0.3392
- Hotelzipcode Ent Type Precision: 0.2314
- Hotelzipcode Ent Type Recall: 0.7615
- Hotelzipcode Ent Type F1: 0.3549
- Hotelzipcode Partial Precision: 0.2282
- Hotelzipcode Partial Recall: 0.7513
- Hotelzipcode Partial F1: 0.3501
- Hotelzipcode Exact Precision: 0.2223
- Hotelzipcode Exact Recall: 0.7317
- Hotelzipcode Exact F1: 0.3410
- Bookingnumber Strict Precision: 0.0431
- Bookingnumber Strict Recall: 0.4747
- Bookingnumber Strict F1: 0.0790
- Bookingnumber Ent Type Precision: 0.0467
- Bookingnumber Ent Type Recall: 0.5139
- Bookingnumber Ent Type F1: 0.0856
- Bookingnumber Partial Precision: 0.0521
- Bookingnumber Partial Recall: 0.5740
- Bookingnumber Partial F1: 0.0956
- Bookingnumber Exact Precision: 0.0499
- Bookingnumber Exact Recall: 0.5498
- Bookingnumber Exact F1: 0.0915
- Hotelname Strict Precision: 0.1385
- Hotelname Strict Recall: 0.3828
- Hotelname Strict F1: 0.2034
- Hotelname Ent Type Precision: 0.1986
- Hotelname Ent Type Recall: 0.5491
- Hotelname Ent Type F1: 0.2917
- Hotelname Partial Precision: 0.1709
- Hotelname Partial Recall: 0.4724
- Hotelname Partial F1: 0.2510
- Hotelname Exact Precision: 0.1387
- Hotelname Exact Recall: 0.3834
- Hotelname Exact F1: 0.2037
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
- 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | Travellername Strict Precision | Travellername Strict Recall | Travellername Strict F1 | Travellername Ent Type Precision | Travellername Ent Type Recall | Travellername Ent Type F1 | Travellername Partial Precision | Travellername Partial Recall | Travellername Partial F1 | Travellername Exact Precision | Travellername Exact Recall | Travellername Exact F1 | Hotelemail Strict Precision | Hotelemail Strict Recall | Hotelemail Strict F1 | Hotelemail Ent Type Precision | Hotelemail Ent Type Recall | Hotelemail Ent Type F1 | Hotelemail Partial Precision | Hotelemail Partial Recall | Hotelemail Partial F1 | Hotelemail Exact Precision | Hotelemail Exact Recall | Hotelemail Exact F1 | 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 | Companycountry Strict Precision | Companycountry Strict Recall | Companycountry Strict F1 | Companycountry Ent Type Precision | Companycountry Ent Type Recall | Companycountry Ent Type F1 | Companycountry Partial Precision | Companycountry Partial Recall | Companycountry Partial F1 | Companycountry Exact Precision | Companycountry Exact Recall | Companycountry Exact F1 | Invoicenumber Strict Precision | Invoicenumber Strict Recall | Invoicenumber Strict F1 | Invoicenumber Ent Type Precision | Invoicenumber Ent Type Recall | Invoicenumber Ent Type F1 | Invoicenumber Partial Precision | Invoicenumber Partial Recall | Invoicenumber Partial F1 | Invoicenumber Exact Precision | Invoicenumber Exact Recall | Invoicenumber Exact F1 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 |
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| 1.4078 | 0.9989 | 565 | 0.3681 | 0.5119 | 0.5226 | 0.5172 | 0.6685 | 0.6825 | 0.6754 | 0.6317 | 0.6449 | 0.6382 | 0.5344 | 0.5456 | 0.5400 | 0.0920 | 0.5478 | 0.1575 | 0.1181 | 0.7037 | 0.2023 | 0.1251 | 0.7452 | 0.2143 | 0.1060 | 0.6312 | 0.1815 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0875 | 0.6323 | 0.1537 | 0.1130 | 0.8168 | 0.1985 | 0.1023 | 0.7393 | 0.1797 | 0.0887 | 0.6412 | 0.1558 | 0.0367 | 0.3056 | 0.0655 | 0.0614 | 0.5109 | 0.1096 | 0.0558 | 0.4641 | 0.0995 | 0.0401 | 0.3338 | 0.0716 | 0.0565 | 0.8177 | 0.1058 | 0.0576 | 0.8329 | 0.1077 | 0.0572 | 0.8276 | 0.1070 | 0.0567 | 0.8194 | 0.1060 | 0.0391 | 0.2085 | 0.0658 | 0.1045 | 0.5578 | 0.1760 | 0.0768 | 0.4099 | 0.1294 | 0.0408 | 0.2176 | 0.0687 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0709 | 0.3689 | 0.1190 | 0.1167 | 0.6070 | 0.1958 | 0.0992 | 0.5158 | 0.1664 | 0.0726 | 0.3775 | 0.1218 | 0.0933 | 0.7776 | 0.1667 | 0.1046 | 0.8718 | 0.1868 | 0.0990 | 0.8251 | 0.1768 | 0.0934 | 0.7779 | 0.1667 | 0.0000 | 0.0207 | 0.0001 | 0.0001 | 0.0345 | 0.0001 | 0.0001 | 0.0862 | 0.0003 | 0.0001 | 0.0483 | 0.0001 | 0.0364 | 0.6765 | 0.0690 | 0.0371 | 0.6894 | 0.0703 | 0.0391 | 0.7269 | 0.0742 | 0.0386 | 0.7181 | 0.0733 | 0.1045 | 0.5763 | 0.1769 | 0.1246 | 0.6874 | 0.2109 | 0.1285 | 0.7090 | 0.2176 | 0.1161 | 0.6408 | 0.1966 | 0.1196 | 0.7759 | 0.2073 | 0.1278 | 0.8289 | 0.2214 | 0.1304 | 0.8462 | 0.2260 | 0.1251 | 0.8119 | 0.2169 | 0.0786 | 0.6352 | 0.1399 | 0.0948 | 0.7662 | 0.1688 | 0.0871 | 0.7037 | 0.1550 | 0.0788 | 0.6362 | 0.1402 | 0.0119 | 0.4777 | 0.0231 | 0.0157 | 0.6323 | 0.0306 | 0.0147 | 0.5944 | 0.0288 | 0.0126 | 0.5077 | 0.0246 | 0.1244 | 0.7818 | 0.2147 | 0.1310 | 0.8231 | 0.2261 | 0.1323 | 0.8309 | 0.2282 | 0.1282 | 0.8054 | 0.2212 | 0.0765 | 0.4808 | 0.1320 | 0.1232 | 0.7746 | 0.2126 | 0.1049 | 0.6596 | 0.1810 | 0.0773 | 0.4861 | 0.1334 | 0.1000 | 0.6383 | 0.1728 | 0.1274 | 0.8138 | 0.2204 | 0.1203 | 0.7685 | 0.2081 | 0.1029 | 0.6573 | 0.1780 | 0.0046 | 0.2332 | 0.0090 | 0.0101 | 0.5136 | 0.0199 | 0.0082 | 0.4154 | 0.0161 | 0.0048 | 0.2409 | 0.0093 | 0.0069 | 0.0419 | 0.0118 | 0.0541 | 0.3292 | 0.0930 | 0.0534 | 0.3249 | 0.0918 | 0.0151 | 0.0915 | 0.0258 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0008 | 0.0185 | 0.0016 | 0.0102 | 0.2239 | 0.0194 | 0.0127 | 0.2792 | 0.0242 | 0.0020 | 0.0445 | 0.0039 | 0.0507 | 0.4073 | 0.0902 | 0.0705 | 0.5658 | 0.1253 | 0.0723 | 0.5802 | 0.1285 | 0.0555 | 0.4460 | 0.0988 | 0.0778 | 0.7571 | 0.1410 | 0.0778 | 0.7571 | 0.1410 | 0.0786 | 0.7655 | 0.1426 | 0.0786 | 0.7655 | 0.1426 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0.0 | 0 | 0.0000 | 0.1905 | 0.0001 | 0.0000 | 0.0952 | 0.0000 | 0.0 | 0.0 | 0 | 0.1368 | 0.7689 | 0.2323 | 0.1447 | 0.8129 | 0.2456 | 0.1443 | 0.8109 | 0.2450 | 0.1398 | 0.7858 | 0.2374 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0007 | 0.1787 | 0.0015 | 0.0023 | 0.5682 | 0.0047 | 0.0015 | 0.3759 | 0.0031 | 0.0007 | 0.1811 | 0.0015 | 0.0621 | 0.7140 | 0.1143 | 0.0770 | 0.8850 | 0.1417 | 0.0703 | 0.8076 | 0.1293 | 0.0626 | 0.7194 | 0.1152 | 0.1269 | 0.6925 | 0.2144 | 0.1426 | 0.7786 | 0.2411 | 0.1390 | 0.7591 | 0.2350 | 0.1300 | 0.7098 | 0.2198 | 0.0452 | 0.3396 | 0.0798 | 0.0623 | 0.4677 | 0.1099 | 0.0556 | 0.4171 | 0.0980 | 0.0464 | 0.3484 | 0.0819 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0264 | 0.1644 | 0.0455 | 0.0730 | 0.4550 | 0.1258 | 0.0517 | 0.3225 | 0.0892 | 0.0266 | 0.1659 | 0.0459 |
| 0.3119 | 1.9996 | 1131 | 0.2104 | 0.7467 | 0.6618 | 0.7017 | 0.8414 | 0.7457 | 0.7907 | 0.8138 | 0.7212 | 0.7647 | 0.7612 | 0.6746 | 0.7153 | 0.2215 | 0.8326 | 0.3500 | 0.2342 | 0.8802 | 0.3700 | 0.2345 | 0.8811 | 0.3704 | 0.2270 | 0.8531 | 0.3586 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1744 | 0.7526 | 0.2832 | 0.2064 | 0.8907 | 0.3352 | 0.1918 | 0.8276 | 0.3114 | 0.1756 | 0.7575 | 0.2851 | 0.1755 | 0.5653 | 0.2678 | 0.1976 | 0.6365 | 0.3016 | 0.1932 | 0.6223 | 0.2948 | 0.1801 | 0.5802 | 0.2749 | 0.1301 | 0.8037 | 0.2240 | 0.1322 | 0.8163 | 0.2275 | 0.1316 | 0.8127 | 0.2265 | 0.1305 | 0.8063 | 0.2247 | 0.1280 | 0.4006 | 0.1940 | 0.1991 | 0.6230 | 0.3017 | 0.1661 | 0.5197 | 0.2517 | 0.1287 | 0.4029 | 0.1951 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1651 | 0.4795 | 0.2456 | 0.2302 | 0.6686 | 0.3425 | 0.2007 | 0.5828 | 0.2986 | 0.1669 | 0.4848 | 0.2483 | 0.1783 | 0.8492 | 0.2947 | 0.1905 | 0.9075 | 0.3149 | 0.1845 | 0.8788 | 0.3049 | 0.1783 | 0.8495 | 0.2948 | 0.0593 | 0.3785 | 0.1025 | 0.0717 | 0.4580 | 0.1240 | 0.0741 | 0.4731 | 0.1281 | 0.0649 | 0.4146 | 0.1123 | 0.1346 | 0.7847 | 0.2297 | 0.1362 | 0.7943 | 0.2325 | 0.1411 | 0.8229 | 0.2409 | 0.1398 | 0.8149 | 0.2386 | 0.2219 | 0.8322 | 0.3503 | 0.2399 | 0.9000 | 0.3788 | 0.2338 | 0.8770 | 0.3692 | 0.2246 | 0.8426 | 0.3547 | 0.2320 | 0.8710 | 0.3664 | 0.2399 | 0.9004 | 0.3788 | 0.2407 | 0.9036 | 0.3802 | 0.2354 | 0.8836 | 0.3717 | 0.1983 | 0.7103 | 0.3101 | 0.2198 | 0.7873 | 0.3437 | 0.2097 | 0.7512 | 0.3279 | 0.1989 | 0.7125 | 0.3110 | 0.0510 | 0.5416 | 0.0933 | 0.0560 | 0.5942 | 0.1023 | 0.0574 | 0.6092 | 0.1049 | 0.0547 | 0.5801 | 0.0999 | 0.2336 | 0.8873 | 0.3698 | 0.2398 | 0.9110 | 0.3797 | 0.2394 | 0.9092 | 0.3789 | 0.2358 | 0.8958 | 0.3734 | 0.1795 | 0.6282 | 0.2793 | 0.2310 | 0.8081 | 0.3593 | 0.2098 | 0.7340 | 0.3263 | 0.1814 | 0.6349 | 0.2822 | 0.2026 | 0.7410 | 0.3182 | 0.2392 | 0.8750 | 0.3757 | 0.2240 | 0.8194 | 0.3519 | 0.2045 | 0.7480 | 0.3212 | 0.0450 | 0.5973 | 0.0837 | 0.0514 | 0.6825 | 0.0956 | 0.0524 | 0.6960 | 0.0975 | 0.0481 | 0.6387 | 0.0895 | 0.1384 | 0.5189 | 0.2185 | 0.1585 | 0.5946 | 0.2503 | 0.1540 | 0.5776 | 0.2432 | 0.1430 | 0.5364 | 0.2258 | 0.0370 | 0.6093 | 0.0698 | 0.0374 | 0.6155 | 0.0705 | 0.0391 | 0.6439 | 0.0738 | 0.0389 | 0.6405 | 0.0734 | 0.0635 | 0.3877 | 0.1092 | 0.0817 | 0.4988 | 0.1405 | 0.0923 | 0.5631 | 0.1585 | 0.0765 | 0.4668 | 0.1314 | 0.1380 | 0.6249 | 0.2261 | 0.1518 | 0.6875 | 0.2488 | 0.1544 | 0.6990 | 0.2529 | 0.1466 | 0.6638 | 0.2402 | 0.0364 | 0.4032 | 0.0668 | 0.0423 | 0.4682 | 0.0776 | 0.0394 | 0.4359 | 0.0723 | 0.0365 | 0.4034 | 0.0669 | 0.2319 | 0.7730 | 0.3568 | 0.2329 | 0.7762 | 0.3583 | 0.2344 | 0.7810 | 0.3605 | 0.2337 | 0.7789 | 0.3595 | 0.0197 | 0.4120 | 0.0377 | 0.0228 | 0.4756 | 0.0435 | 0.0263 | 0.5492 | 0.0502 | 0.0235 | 0.4895 | 0.0448 | 0.2569 | 0.8477 | 0.3943 | 0.2605 | 0.8597 | 0.3999 | 0.2611 | 0.8614 | 0.4007 | 0.2591 | 0.8549 | 0.3976 | 0.0752 | 0.4858 | 0.1303 | 0.0754 | 0.4869 | 0.1306 | 0.0755 | 0.4873 | 0.1307 | 0.0753 | 0.4864 | 0.1305 | 0.0055 | 0.3099 | 0.0107 | 0.0093 | 0.5310 | 0.0184 | 0.0075 | 0.4240 | 0.0147 | 0.0055 | 0.3111 | 0.0108 | 0.1302 | 0.8097 | 0.2244 | 0.1475 | 0.9168 | 0.2541 | 0.1396 | 0.8680 | 0.2406 | 0.1309 | 0.8138 | 0.2255 | 0.2545 | 0.8439 | 0.3910 | 0.2598 | 0.8614 | 0.3992 | 0.2606 | 0.8642 | 0.4005 | 0.2576 | 0.8541 | 0.3958 | 0.1855 | 0.6201 | 0.2856 | 0.2003 | 0.6693 | 0.3083 | 0.1957 | 0.6539 | 0.3012 | 0.1875 | 0.6265 | 0.2886 | 0.0230 | 0.3048 | 0.0427 | 0.0368 | 0.4884 | 0.0685 | 0.0366 | 0.4850 | 0.0680 | 0.0273 | 0.3627 | 0.0509 | 0.1035 | 0.3129 | 0.1556 | 0.1672 | 0.5054 | 0.2513 | 0.1376 | 0.4159 | 0.2068 | 0.1038 | 0.3136 | 0.1559 |
| 0.1943 | 2.9985 | 1696 | 0.2045 | 0.7879 | 0.6921 | 0.7369 | 0.8714 | 0.7654 | 0.8150 | 0.8458 | 0.7430 | 0.7911 | 0.8008 | 0.7034 | 0.7490 | 0.2605 | 0.8579 | 0.3997 | 0.2735 | 0.9007 | 0.4196 | 0.2729 | 0.8986 | 0.4186 | 0.2655 | 0.8743 | 0.4073 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.2062 | 0.7702 | 0.3253 | 0.2420 | 0.9039 | 0.3818 | 0.2252 | 0.8413 | 0.3553 | 0.2072 | 0.7739 | 0.3269 | 0.2151 | 0.6302 | 0.3207 | 0.2344 | 0.6867 | 0.3495 | 0.2313 | 0.6777 | 0.3449 | 0.2200 | 0.6446 | 0.3280 | 0.1574 | 0.8123 | 0.2637 | 0.1593 | 0.8224 | 0.2670 | 0.1590 | 0.8209 | 0.2665 | 0.1581 | 0.8158 | 0.2648 | 0.1647 | 0.4779 | 0.2450 | 0.2339 | 0.6786 | 0.3478 | 0.2014 | 0.5845 | 0.2996 | 0.1653 | 0.4796 | 0.2458 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.2062 | 0.5061 | 0.2930 | 0.2797 | 0.6866 | 0.3975 | 0.2461 | 0.6040 | 0.3497 | 0.2080 | 0.5106 | 0.2956 | 0.2103 | 0.8565 | 0.3377 | 0.2234 | 0.9100 | 0.3588 | 0.2170 | 0.8837 | 0.3484 | 0.2104 | 0.8568 | 0.3378 | 0.0964 | 0.5959 | 0.1660 | 0.1127 | 0.6966 | 0.1940 | 0.1070 | 0.6611 | 0.1841 | 0.0979 | 0.6054 | 0.1686 | 0.1648 | 0.8167 | 0.2743 | 0.1662 | 0.8237 | 0.2766 | 0.1705 | 0.8446 | 0.2837 | 0.1695 | 0.8400 | 0.2821 | 0.2618 | 0.8565 | 0.4010 | 0.2798 | 0.9152 | 0.4285 | 0.2740 | 0.8964 | 0.4197 | 0.2650 | 0.8668 | 0.4059 | 0.2716 | 0.8951 | 0.4167 | 0.2798 | 0.9222 | 0.4293 | 0.2796 | 0.9215 | 0.4290 | 0.2742 | 0.9038 | 0.4208 | 0.2379 | 0.7433 | 0.3604 | 0.2594 | 0.8106 | 0.3930 | 0.2493 | 0.7790 | 0.3777 | 0.2384 | 0.7450 | 0.3612 | 0.0666 | 0.5126 | 0.1179 | 0.0713 | 0.5490 | 0.1262 | 0.0750 | 0.5771 | 0.1327 | 0.0722 | 0.5557 | 0.1278 | 0.2745 | 0.9131 | 0.4221 | 0.2799 | 0.9310 | 0.4304 | 0.2796 | 0.9301 | 0.4299 | 0.2764 | 0.9196 | 0.4251 | 0.2144 | 0.6581 | 0.3234 | 0.2710 | 0.8316 | 0.4087 | 0.2473 | 0.7591 | 0.3731 | 0.2166 | 0.6648 | 0.3267 | 0.2380 | 0.7679 | 0.3634 | 0.2785 | 0.8985 | 0.4252 | 0.2613 | 0.8432 | 0.3990 | 0.2396 | 0.7732 | 0.3659 | 0.0600 | 0.6286 | 0.1095 | 0.0655 | 0.6865 | 0.1196 | 0.0688 | 0.7211 | 0.1256 | 0.0655 | 0.6868 | 0.1196 | 0.1970 | 0.5640 | 0.2920 | 0.2170 | 0.6213 | 0.3216 | 0.2143 | 0.6137 | 0.3177 | 0.2035 | 0.5826 | 0.3016 | 0.0531 | 0.6442 | 0.0982 | 0.0537 | 0.6509 | 0.0992 | 0.0569 | 0.6900 | 0.1052 | 0.0565 | 0.6852 | 0.1044 | 0.1028 | 0.5492 | 0.1732 | 0.1189 | 0.6352 | 0.2003 | 0.1203 | 0.6429 | 0.2027 | 0.1099 | 0.5870 | 0.1851 | 0.1660 | 0.6530 | 0.2647 | 0.1793 | 0.7053 | 0.2859 | 0.1828 | 0.7191 | 0.2915 | 0.1755 | 0.6906 | 0.2799 | 0.0542 | 0.3948 | 0.0953 | 0.0596 | 0.4346 | 0.1048 | 0.0569 | 0.4149 | 0.1001 | 0.0542 | 0.3950 | 0.0953 | 0.2809 | 0.7850 | 0.4137 | 0.2821 | 0.7884 | 0.4155 | 0.2839 | 0.7934 | 0.4181 | 0.2832 | 0.7915 | 0.4171 | 0.0322 | 0.3607 | 0.0592 | 0.0352 | 0.3938 | 0.0646 | 0.0431 | 0.4817 | 0.0791 | 0.0407 | 0.4549 | 0.0747 | 0.2955 | 0.8732 | 0.4416 | 0.2998 | 0.8859 | 0.4480 | 0.3001 | 0.8867 | 0.4484 | 0.2978 | 0.8799 | 0.4450 | 0.1198 | 0.4718 | 0.1911 | 0.1210 | 0.4763 | 0.1929 | 0.1207 | 0.4754 | 0.1926 | 0.1200 | 0.4725 | 0.1914 | 0.0104 | 0.3222 | 0.0201 | 0.0151 | 0.4674 | 0.0292 | 0.0128 | 0.3979 | 0.0249 | 0.0105 | 0.3245 | 0.0203 | 0.1541 | 0.8059 | 0.2587 | 0.1747 | 0.9136 | 0.2933 | 0.1652 | 0.8637 | 0.2773 | 0.1546 | 0.8085 | 0.2596 | 0.2951 | 0.8645 | 0.4400 | 0.2998 | 0.8783 | 0.4470 | 0.3005 | 0.8804 | 0.4481 | 0.2979 | 0.8727 | 0.4442 | 0.2330 | 0.6834 | 0.3475 | 0.2443 | 0.7166 | 0.3644 | 0.2410 | 0.7070 | 0.3595 | 0.2343 | 0.6873 | 0.3495 | 0.0433 | 0.4337 | 0.0787 | 0.0504 | 0.5055 | 0.0917 | 0.0562 | 0.5630 | 0.1021 | 0.0513 | 0.5141 | 0.0933 | 0.1293 | 0.3328 | 0.1862 | 0.1961 | 0.5049 | 0.2825 | 0.1649 | 0.4244 | 0.2375 | 0.1294 | 0.3330 | 0.1863 |
| 0.1521 | 3.9991 | 2262 | 0.2081 | 0.7814 | 0.7206 | 0.7497 | 0.8620 | 0.7949 | 0.8271 | 0.8354 | 0.7703 | 0.8015 | 0.7922 | 0.7305 | 0.7601 | 0.2419 | 0.8560 | 0.3773 | 0.2542 | 0.8992 | 0.3963 | 0.2536 | 0.8974 | 0.3955 | 0.2467 | 0.8729 | 0.3847 | 0.0003 | 0.0321 | 0.0007 | 0.0029 | 0.2756 | 0.0058 | 0.0028 | 0.2618 | 0.0055 | 0.0007 | 0.0641 | 0.0014 | 0.1895 | 0.7822 | 0.3051 | 0.2224 | 0.9178 | 0.3580 | 0.2074 | 0.8559 | 0.3339 | 0.1909 | 0.7878 | 0.3073 | 0.1966 | 0.6447 | 0.3013 | 0.2136 | 0.7005 | 0.3273 | 0.2102 | 0.6894 | 0.3222 | 0.2004 | 0.6574 | 0.3072 | 0.1431 | 0.8606 | 0.2453 | 0.1447 | 0.8702 | 0.2481 | 0.1443 | 0.8679 | 0.2474 | 0.1435 | 0.8630 | 0.2460 | 0.1492 | 0.4871 | 0.2284 | 0.2116 | 0.6912 | 0.3241 | 0.1821 | 0.5947 | 0.2788 | 0.1495 | 0.4884 | 0.2290 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1906 | 0.5377 | 0.2814 | 0.2563 | 0.7229 | 0.3784 | 0.2263 | 0.6382 | 0.3341 | 0.1923 | 0.5423 | 0.2839 | 0.1947 | 0.8714 | 0.3183 | 0.2056 | 0.9201 | 0.3361 | 0.2003 | 0.8962 | 0.3274 | 0.1948 | 0.8717 | 0.3184 | 0.0891 | 0.7019 | 0.1581 | 0.1022 | 0.8051 | 0.1814 | 0.0965 | 0.7598 | 0.1712 | 0.0896 | 0.7060 | 0.1591 | 0.1528 | 0.8304 | 0.2582 | 0.1538 | 0.8356 | 0.2598 | 0.1575 | 0.8557 | 0.2660 | 0.1569 | 0.8527 | 0.2651 | 0.2445 | 0.8707 | 0.3818 | 0.2588 | 0.9215 | 0.4041 | 0.2540 | 0.9045 | 0.3967 | 0.2468 | 0.8788 | 0.3854 | 0.2522 | 0.9073 | 0.3947 | 0.2593 | 0.9328 | 0.4058 | 0.2590 | 0.9318 | 0.4054 | 0.2544 | 0.9153 | 0.3982 | 0.2226 | 0.7495 | 0.3433 | 0.2427 | 0.8169 | 0.3742 | 0.2332 | 0.7850 | 0.3596 | 0.2231 | 0.7512 | 0.3441 | 0.0535 | 0.5132 | 0.0968 | 0.0582 | 0.5584 | 0.1054 | 0.0598 | 0.5738 | 0.1083 | 0.0571 | 0.5477 | 0.1033 | 0.2515 | 0.9314 | 0.3960 | 0.2565 | 0.9500 | 0.4039 | 0.2557 | 0.9469 | 0.4026 | 0.2529 | 0.9366 | 0.3982 | 0.2009 | 0.6826 | 0.3104 | 0.2513 | 0.8539 | 0.3883 | 0.2304 | 0.7829 | 0.3560 | 0.2029 | 0.6895 | 0.3136 | 0.2216 | 0.7772 | 0.3449 | 0.2583 | 0.9056 | 0.4019 | 0.2425 | 0.8505 | 0.3774 | 0.2230 | 0.7820 | 0.3471 | 0.0542 | 0.6365 | 0.0999 | 0.0589 | 0.6913 | 0.1085 | 0.0621 | 0.7293 | 0.1145 | 0.0596 | 0.6995 | 0.1098 | 0.1664 | 0.6561 | 0.2655 | 0.1851 | 0.7297 | 0.2952 | 0.1792 | 0.7067 | 0.2859 | 0.1694 | 0.6680 | 0.2703 | 0.0462 | 0.6637 | 0.0865 | 0.0467 | 0.6696 | 0.0872 | 0.0496 | 0.7118 | 0.0927 | 0.0493 | 0.7070 | 0.0921 | 0.0971 | 0.6633 | 0.1693 | 0.1106 | 0.7561 | 0.1930 | 0.1071 | 0.7318 | 0.1868 | 0.0994 | 0.6790 | 0.1734 | 0.1475 | 0.6871 | 0.2429 | 0.1583 | 0.7375 | 0.2607 | 0.1607 | 0.7486 | 0.2646 | 0.1546 | 0.7203 | 0.2546 | 0.0448 | 0.4225 | 0.0810 | 0.0505 | 0.4761 | 0.0913 | 0.0477 | 0.4495 | 0.0862 | 0.0448 | 0.4227 | 0.0811 | 0.2587 | 0.8216 | 0.3935 | 0.2597 | 0.8250 | 0.3951 | 0.2611 | 0.8292 | 0.3971 | 0.2605 | 0.8273 | 0.3962 | 0.0317 | 0.3795 | 0.0585 | 0.0348 | 0.4169 | 0.0642 | 0.0429 | 0.5141 | 0.0792 | 0.0404 | 0.4841 | 0.0746 | 0.2705 | 0.8813 | 0.4139 | 0.2757 | 0.8982 | 0.4219 | 0.2754 | 0.8972 | 0.4214 | 0.2726 | 0.8882 | 0.4172 | 0.1057 | 0.5026 | 0.1746 | 0.1061 | 0.5047 | 0.1753 | 0.1062 | 0.5051 | 0.1755 | 0.1058 | 0.5032 | 0.1748 | 0.0066 | 0.3177 | 0.0130 | 0.0096 | 0.4625 | 0.0189 | 0.0082 | 0.3934 | 0.0160 | 0.0067 | 0.3199 | 0.0130 | 0.1395 | 0.8151 | 0.2383 | 0.1581 | 0.9238 | 0.2701 | 0.1493 | 0.8721 | 0.2549 | 0.1398 | 0.8169 | 0.2388 | 0.2713 | 0.8815 | 0.4149 | 0.2760 | 0.8966 | 0.4221 | 0.2762 | 0.8975 | 0.4224 | 0.2737 | 0.8891 | 0.4185 | 0.2069 | 0.7083 | 0.3202 | 0.2166 | 0.7418 | 0.3353 | 0.2137 | 0.7316 | 0.3308 | 0.2080 | 0.7122 | 0.3220 | 0.0383 | 0.4512 | 0.0706 | 0.0442 | 0.5202 | 0.0814 | 0.0476 | 0.5607 | 0.0877 | 0.0440 | 0.5181 | 0.0811 | 0.1281 | 0.3775 | 0.1913 | 0.1852 | 0.5458 | 0.2765 | 0.1590 | 0.4687 | 0.2374 | 0.1282 | 0.3780 | 0.1915 |
The model card is truncated. Read the rest on Hugging Face.
- Type
- bert
- License
- apache-2.0
- Created
- Sep 17, 2024
- Updated
- Sep 17, 2024