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bert-base-multilingual-cased-iob2-20240810154618
nttaii/bert-base-multilingual-cased-iob2-20240810154618
bert-base-multilingual-cased-iob2-20240810154618 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 10, 2024
- Updated
- Aug 10, 2024
- SHA
- 91114eb7
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-iob2-20240810154618
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: 0.2420
- Overall Strict Precision: 0.7745
- Overall Strict Recall: 0.7279
- Overall Strict F1: 0.7505
- Overall Ent Type Precision: 0.8569
- Overall Ent Type Recall: 0.8054
- Overall Ent Type F1: 0.8304
- Overall Partial Precision: 0.8287
- Overall Partial Recall: 0.7789
- Overall Partial F1: 0.8031
- Overall Exact Precision: 0.7852
- Overall Exact Recall: 0.7380
- Overall Exact F1: 0.7608
- Documenttype Strict Precision: 0.2097
- Documenttype Strict Recall: 0.7668
- Documenttype Strict F1: 0.3294
- Documenttype Ent Type Precision: 0.2289
- Documenttype Ent Type Recall: 0.8369
- Documenttype Ent Type F1: 0.3595
- Documenttype Partial Precision: 0.2199
- Documenttype Partial Recall: 0.8041
- Documenttype Partial F1: 0.3454
- Documenttype Exact Precision: 0.2101
- Documenttype Exact Recall: 0.7680
- Documenttype Exact F1: 0.3299
- 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
- Hotelcity Strict Precision: 0.1849
- Hotelcity Strict Recall: 0.6568
- Hotelcity Strict F1: 0.2886
- Hotelcity Ent Type Precision: 0.2013
- Hotelcity Ent Type Recall: 0.7152
- Hotelcity Ent Type F1: 0.3142
- Hotelcity Partial Precision: 0.1972
- Hotelcity Partial Recall: 0.7004
- Hotelcity Partial F1: 0.3077
- Hotelcity Exact Precision: 0.1879
- Hotelcity Exact Recall: 0.6676
- Hotelcity Exact F1: 0.2933
- Grossamount Strict Precision: 0.1695
- Grossamount Strict Recall: 0.6543
- Grossamount Strict F1: 0.2692
- Grossamount Ent Type Precision: 0.1865
- Grossamount Ent Type Recall: 0.7199
- Grossamount Ent Type F1: 0.2962
- Grossamount Partial Precision: 0.1798
- Grossamount Partial Recall: 0.6943
- Grossamount Partial F1: 0.2857
- Grossamount Exact Precision: 0.1711
- Grossamount Exact Recall: 0.6606
- Grossamount Exact F1: 0.2718
- Companycountry Strict Precision: 0.1575
- Companycountry Strict Recall: 0.8711
- Companycountry Strict F1: 0.2667
- Companycountry Ent Type Precision: 0.1586
- Companycountry Ent Type Recall: 0.8773
- Companycountry Ent Type F1: 0.2686
- Companycountry Partial Precision: 0.1616
- Companycountry Partial Recall: 0.8942
- Companycountry Partial F1: 0.2738
- Companycountry Exact Precision: 0.1608
- Companycountry Exact Recall: 0.8898
- Companycountry Exact F1: 0.2724
- Companyaddress Strict Precision: 0.2099
- Companyaddress Strict Recall: 0.7743
- Companyaddress Strict F1: 0.3302
- Companyaddress Ent Type Precision: 0.2471
- Companyaddress Ent Type Recall: 0.9117
- Companyaddress Ent Type F1: 0.3888
- Companyaddress Partial Precision: 0.2311
- Companyaddress Partial Recall: 0.8526
- Companyaddress Partial F1: 0.3637
- Companyaddress Exact Precision: 0.2113
- Companyaddress Exact Recall: 0.7796
- Companyaddress Exact F1: 0.3325
- Reservationnumber Strict Precision: 0.0322
- Reservationnumber Strict Recall: 0.5360
- Reservationnumber Strict F1: 0.0608
- Reservationnumber Ent Type Precision: 0.0338
- Reservationnumber Ent Type Recall: 0.5622
- Reservationnumber Ent Type F1: 0.0638
- Reservationnumber Partial Precision: 0.0392
- Reservationnumber Partial Recall: 0.6526
- Reservationnumber Partial F1: 0.0740
- Reservationnumber Exact Precision: 0.0376
- Reservationnumber Exact Recall: 0.6258
- Reservationnumber Exact F1: 0.0710
- Companyname Strict Precision: 0.1952
- Companyname Strict Recall: 0.7132
- Companyname Strict F1: 0.3065
- Companyname Ent Type Precision: 0.2413
- Companyname Ent Type Recall: 0.8818
- Companyname Ent Type F1: 0.3789
- Companyname Partial Precision: 0.2210
- Companyname Partial Recall: 0.8075
- Companyname Partial F1: 0.3470
- Companyname Exact Precision: 0.1968
- Companyname Exact Recall: 0.7191
- Companyname Exact F1: 0.3090
- Companycity Strict Precision: 0.2259
- Companycity Strict Recall: 0.8409
- Companycity Strict F1: 0.3561
- Companycity Ent Type Precision: 0.2412
- Companycity Ent Type Recall: 0.8979
- Companycity Ent Type F1: 0.3802
- Companycity Partial Precision: 0.2388
- Companycity Partial Recall: 0.8889
- Companycity Partial F1: 0.3764
- Companycity Exact Precision: 0.2301
- Companycity Exact Recall: 0.8566
- Companycity Exact F1: 0.3628
- Travellername Strict Precision: 0.1816
- Travellername Strict Recall: 0.5472
- Travellername Strict F1: 0.2727
- Travellername Ent Type Precision: 0.2468
- Travellername Ent Type Recall: 0.7437
- Travellername Ent Type F1: 0.3706
- Travellername Partial Precision: 0.2157
- Travellername Partial Recall: 0.6501
- Travellername Partial F1: 0.3240
- Travellername Exact Precision: 0.1826
- Travellername Exact Recall: 0.5502
- Travellername Exact F1: 0.2742
- Cardnumber Strict Precision: 0.0082
- Cardnumber Strict Recall: 0.3364
- Cardnumber Strict F1: 0.0159
- Cardnumber Ent Type Precision: 0.0106
- Cardnumber Ent Type Recall: 0.4364
- Cardnumber Ent Type F1: 0.0206
- Cardnumber Partial Precision: 0.0095
- Cardnumber Partial Recall: 0.3916
- Cardnumber Partial F1: 0.0185
- Cardnumber Exact Precision: 0.0082
- Cardnumber Exact Recall: 0.3402
- Cardnumber Exact F1: 0.0161
- Hotelname Strict Precision: 0.1120
- Hotelname Strict Recall: 0.3387
- Hotelname Strict F1: 0.1684
- Hotelname Ent Type Precision: 0.1762
- Hotelname Ent Type Recall: 0.5326
- Hotelname Ent Type F1: 0.2647
- Hotelname Partial Precision: 0.1462
- Hotelname Partial Recall: 0.4419
- Hotelname Partial F1: 0.2197
- Hotelname Exact Precision: 0.1124
- Hotelname Exact Recall: 0.3397
- Hotelname Exact F1: 0.1689
- Invoicenumber Strict Precision: 0.2272
- Invoicenumber Strict Recall: 0.8456
- Invoicenumber Strict F1: 0.3582
- Invoicenumber Ent Type Precision: 0.2414
- Invoicenumber Ent Type Recall: 0.8982
- Invoicenumber Ent Type F1: 0.3805
- Invoicenumber Partial Precision: 0.2371
- Invoicenumber Partial Recall: 0.8822
- Invoicenumber Partial F1: 0.3737
- Invoicenumber Exact Precision: 0.2297
- Invoicenumber Exact Recall: 0.8550
- Invoicenumber Exact F1: 0.3622
- Externalreservationnumber Strict Precision: 0.0072
- Externalreservationnumber Strict Recall: 0.3792
- Externalreservationnumber Strict F1: 0.0140
- Externalreservationnumber Ent Type Precision: 0.0083
- Externalreservationnumber Ent Type Recall: 0.4402
- Externalreservationnumber Ent Type F1: 0.0163
- Externalreservationnumber Partial Precision: 0.0131
- Externalreservationnumber Partial Recall: 0.6962
- Externalreservationnumber Partial F1: 0.0258
- Externalreservationnumber Exact Precision: 0.0122
- Externalreservationnumber Exact Recall: 0.6459
- Externalreservationnumber Exact F1: 0.0239
- Pagenumber Strict Precision: 0.1361
- Pagenumber Strict Recall: 0.8345
- Pagenumber Strict F1: 0.2340
- Pagenumber Ent Type Precision: 0.1371
- Pagenumber Ent Type Recall: 0.8404
- Pagenumber Ent Type F1: 0.2357
- Pagenumber Partial Precision: 0.1367
- Pagenumber Partial Recall: 0.8384
- Pagenumber Partial F1: 0.2351
- Pagenumber Exact Precision: 0.1363
- Pagenumber Exact Recall: 0.8355
- Pagenumber Exact F1: 0.2343
- Companyzipcode Strict Precision: 0.2412
- Companyzipcode Strict Recall: 0.9120
- Companyzipcode Strict F1: 0.3815
- Companyzipcode Ent Type Precision: 0.2478
- Companyzipcode Ent Type Recall: 0.9369
- Companyzipcode Ent Type F1: 0.3919
- Companyzipcode Partial Precision: 0.2472
- Companyzipcode Partial Recall: 0.9349
- Companyzipcode Partial F1: 0.3911
- Companyzipcode Exact Precision: 0.2431
- Companyzipcode Exact Recall: 0.9192
- Companyzipcode Exact F1: 0.3845
- Companyvatnumber Strict Precision: 0.0585
- Companyvatnumber Strict Recall: 0.6388
- Companyvatnumber Strict F1: 0.1072
- Companyvatnumber Ent Type Precision: 0.0629
- Companyvatnumber Ent Type Recall: 0.6869
- Companyvatnumber Ent Type F1: 0.1152
- Companyvatnumber Partial Precision: 0.0674
- Companyvatnumber Partial Recall: 0.7361
- Companyvatnumber Partial F1: 0.1235
- Companyvatnumber Exact Precision: 0.0648
- Companyvatnumber Exact Recall: 0.7076
- Companyvatnumber Exact F1: 0.1187
- Netamount Strict Precision: 0.0996
- Netamount Strict Recall: 0.7072
- Netamount Strict F1: 0.1746
- Netamount Ent Type Precision: 0.1127
- Netamount Ent Type Recall: 0.8005
- Netamount Ent Type F1: 0.1976
- Netamount Partial Precision: 0.1086
- Netamount Partial Recall: 0.7708
- Netamount Partial F1: 0.1903
- Netamount Exact Precision: 0.1017
- Netamount Exact Recall: 0.7220
- Netamount Exact F1: 0.1783
- Bookingnumber Strict Precision: 0.0290
- Bookingnumber Strict Recall: 0.5071
- Bookingnumber Strict F1: 0.0548
- Bookingnumber Ent Type Precision: 0.0327
- Bookingnumber Ent Type Recall: 0.5723
- Bookingnumber Ent Type F1: 0.0619
- Bookingnumber Partial Precision: 0.0357
- Bookingnumber Partial Recall: 0.6249
- Bookingnumber Partial F1: 0.0676
- Bookingnumber Exact Precision: 0.0335
- Bookingnumber Exact Recall: 0.5861
- Bookingnumber Exact F1: 0.0634
- Hotelcountry Strict Precision: 0.0559
- Hotelcountry Strict Recall: 0.7665
- Hotelcountry Strict F1: 0.1042
- Hotelcountry Ent Type Precision: 0.0566
- Hotelcountry Ent Type Recall: 0.7768
- Hotelcountry Ent Type F1: 0.1056
- Hotelcountry Partial Precision: 0.0580
- Hotelcountry Partial Recall: 0.7949
- Hotelcountry Partial F1: 0.1080
- Hotelcountry Exact Precision: 0.0575
- Hotelcountry Exact Recall: 0.7886
- Hotelcountry Exact F1: 0.1072
- Hotelphonenumber Strict Precision: 0.1727
- Hotelphonenumber Strict Recall: 0.7689
- Hotelphonenumber Strict F1: 0.2820
- Hotelphonenumber Ent Type Precision: 0.2053
- Hotelphonenumber Ent Type Recall: 0.9142
- Hotelphonenumber Ent Type F1: 0.3353
- Hotelphonenumber Partial Precision: 0.1894
- Hotelphonenumber Partial Recall: 0.8433
- Hotelphonenumber Partial F1: 0.3093
- Hotelphonenumber Exact Precision: 0.1730
- Hotelphonenumber Exact Recall: 0.7704
- Hotelphonenumber Exact F1: 0.2826
- Hotelzipcode Strict Precision: 0.1949
- Hotelzipcode Strict Recall: 0.7128
- Hotelzipcode Strict F1: 0.3061
- Hotelzipcode Ent Type Precision: 0.2060
- Hotelzipcode Ent Type Recall: 0.7534
- Hotelzipcode Ent Type F1: 0.3235
- Hotelzipcode Partial Precision: 0.2024
- Hotelzipcode Partial Recall: 0.7404
- Hotelzipcode Partial F1: 0.3180
- Hotelzipcode Exact Precision: 0.1964
- Hotelzipcode Exact Recall: 0.7183
- Hotelzipcode Exact F1: 0.3085
- Invoicedate Strict Precision: 0.2393
- Invoicedate Strict Recall: 0.9082
- Invoicedate Strict F1: 0.3788
- Invoicedate Ent Type Precision: 0.2450
- Invoicedate Ent Type Recall: 0.9296
- Invoicedate Ent Type F1: 0.3878
- Invoicedate Partial Precision: 0.2441
- Invoicedate Partial Recall: 0.9262
- Invoicedate Partial F1: 0.3863
- Invoicedate Exact Precision: 0.2412
- Invoicedate Exact Recall: 0.9154
- Invoicedate Exact F1: 0.3818
- Hotelfaxnumber Strict Precision: 0.1269
- Hotelfaxnumber Strict Recall: 0.7926
- Hotelfaxnumber Strict F1: 0.2187
- Hotelfaxnumber Ent Type Precision: 0.1438
- Hotelfaxnumber Ent Type Recall: 0.8982
- Hotelfaxnumber Ent Type F1: 0.2478
- Hotelfaxnumber Partial Precision: 0.1355
- Hotelfaxnumber Partial Recall: 0.8464
- Hotelfaxnumber Partial F1: 0.2336
- Hotelfaxnumber Exact Precision: 0.1270
- Hotelfaxnumber Exact Recall: 0.7932
- Hotelfaxnumber Exact F1: 0.2189
- Taxamount Strict Precision: 0.0875
- Taxamount Strict Recall: 0.7603
- Taxamount Strict F1: 0.1570
- Taxamount Ent Type Precision: 0.0977
- Taxamount Ent Type Recall: 0.8485
- Taxamount Ent Type F1: 0.1752
- Taxamount Partial Precision: 0.0930
- Taxamount Partial Recall: 0.8081
- Taxamount Partial F1: 0.1668
- Taxamount Exact Precision: 0.0878
- Taxamount Exact Recall: 0.7626
- Taxamount Exact F1: 0.1574
- Hotelvatnumber Strict Precision: 0.1339
- Hotelvatnumber Strict Recall: 0.6758
- Hotelvatnumber Strict F1: 0.2235
- Hotelvatnumber Ent Type Precision: 0.1429
- Hotelvatnumber Ent Type Recall: 0.7212
- Hotelvatnumber Ent Type F1: 0.2385
- Hotelvatnumber Partial Precision: 0.1479
- Hotelvatnumber Partial Recall: 0.7465
- Hotelvatnumber Partial F1: 0.2469
- Hotelvatnumber Exact Precision: 0.1428
- Hotelvatnumber Exact Recall: 0.7206
- Hotelvatnumber Exact F1: 0.2383
- Roomno Strict Precision: 0.2560
- Roomno Strict Recall: 0.8330
- Roomno Strict F1: 0.3917
- Roomno Ent Type Precision: 0.2591
- Roomno Ent Type Recall: 0.8430
- Roomno Ent Type F1: 0.3964
- Roomno Partial Precision: 0.2601
- Roomno Partial Recall: 0.8463
- Roomno Partial F1: 0.3979
- Roomno Exact Precision: 0.2583
- Roomno Exact Recall: 0.8406
- Roomno Exact F1: 0.3952
- Hotelemail Strict Precision: 0.1803
- Hotelemail Strict Recall: 0.8767
- Hotelemail Strict F1: 0.2991
- Hotelemail Ent Type Precision: 0.1890
- Hotelemail Ent Type Recall: 0.9193
- Hotelemail Ent Type F1: 0.3136
- Hotelemail Partial Precision: 0.1847
- Hotelemail Partial Recall: 0.8983
- Hotelemail Partial F1: 0.3064
- Hotelemail Exact Precision: 0.1803
- Hotelemail Exact Recall: 0.8770
- Hotelemail Exact F1: 0.2991
- Hoteltaxcode Strict Precision: 0.0357
- Hoteltaxcode Strict Recall: 0.4683
- Hoteltaxcode Strict F1: 0.0664
- Hoteltaxcode Ent Type Precision: 0.0379
- Hoteltaxcode Ent Type Recall: 0.4970
- Hoteltaxcode Ent Type F1: 0.0704
- Hoteltaxcode Partial Precision: 0.0416
- Hoteltaxcode Partial Recall: 0.5455
- Hoteltaxcode Partial F1: 0.0773
- Hoteltaxcode Exact Precision: 0.0399
- Hoteltaxcode Exact Recall: 0.5234
- Hoteltaxcode Exact F1: 0.0742
- Checkin Strict Precision: 0.2628
- Checkin Strict Recall: 0.9065
- Checkin Strict F1: 0.4075
- Checkin Ent Type Precision: 0.2678
- Checkin Ent Type Recall: 0.9237
- Checkin Ent Type F1: 0.4152
- Checkin Partial Precision: 0.2676
- Checkin Partial Recall: 0.9230
- Checkin Partial F1: 0.4149
- Checkin Exact Precision: 0.2646
- Checkin Exact Recall: 0.9128
- Checkin Exact F1: 0.4103
- Hoteladdress Strict Precision: 0.1384
- Hoteladdress Strict Recall: 0.4768
- Hoteladdress Strict F1: 0.2145
- Hoteladdress Ent Type Precision: 0.2033
- Hoteladdress Ent Type Recall: 0.7004
- Hoteladdress Ent Type F1: 0.3151
- Hoteladdress Partial Precision: 0.1733
- Hoteladdress Partial Recall: 0.5972
- Hoteladdress Partial F1: 0.2687
- Hoteladdress Exact Precision: 0.1396
- Hoteladdress Exact Recall: 0.4811
- Hoteladdress Exact F1: 0.2164
- Currencycode Strict Precision: 0.1020
- Currencycode Strict Recall: 0.4973
- Currencycode Strict F1: 0.1693
- Currencycode Ent Type Precision: 0.1027
- Currencycode Ent Type Recall: 0.5006
- Currencycode Ent Type F1: 0.1705
- Currencycode Partial Precision: 0.1024
- Currencycode Partial Recall: 0.4992
- Currencycode Partial F1: 0.1700
- Currencycode Exact Precision: 0.1021
- Currencycode Exact Recall: 0.4976
- Currencycode Exact F1: 0.1694
- Cardtype Strict Precision: 0.0497
- Cardtype Strict Recall: 0.5110
- Cardtype Strict F1: 0.0905
- Cardtype Ent Type Precision: 0.0562
- Cardtype Ent Type Recall: 0.5784
- Cardtype Ent Type F1: 0.1025
- Cardtype Partial Precision: 0.0530
- Cardtype Partial Recall: 0.5451
- Cardtype Partial F1: 0.0966
- Cardtype Exact Precision: 0.0497
- Cardtype Exact Recall: 0.5114
- Cardtype Exact F1: 0.0906
- Checkout Strict Precision: 0.2629
- Checkout Strict Recall: 0.9177
- Checkout Strict F1: 0.4087
- Checkout Ent Type Precision: 0.2671
- Checkout Ent Type Recall: 0.9322
- Checkout Ent Type F1: 0.4152
- Checkout Partial Precision: 0.2665
- Checkout Partial Recall: 0.9304
- Checkout Partial F1: 0.4144
- Checkout Exact Precision: 0.2643
- Checkout Exact Recall: 0.9227
- Checkout Exact F1: 0.4109
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: 0.0625
- 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 | 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 | 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 | 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 | 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 | Companycountry Strict Precision | Companycountry Strict Recall | Companycountry Strict F1 | Companycountry Ent Type Precision | Companycountry Ent Type Recall | Companycountry Ent Type F1 | Companycountry Partial Precision | Companycountry Partial Recall | Companycountry Partial F1 | Companycountry Exact Precision | Companycountry Exact Recall | Companycountry Exact F1 | Companyaddress Strict Precision | Companyaddress Strict Recall | Companyaddress Strict F1 | Companyaddress Ent Type Precision | Companyaddress Ent Type Recall | Companyaddress Ent Type F1 | Companyaddress Partial Precision | Companyaddress Partial Recall | Companyaddress Partial F1 | Companyaddress Exact Precision | Companyaddress Exact Recall | Companyaddress Exact F1 | 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 | Companyname Strict Precision | Companyname Strict Recall | Companyname Strict F1 | Companyname Ent Type Precision | Companyname Ent Type Recall | Companyname Ent Type F1 | Companyname Partial Precision | Companyname Partial Recall | Companyname Partial F1 | Companyname Exact Precision | Companyname Exact Recall | Companyname Exact F1 | Companycity Strict Precision | Companycity Strict Recall | Companycity Strict F1 | Companycity Ent Type Precision | Companycity Ent Type Recall | Companycity Ent Type F1 | Companycity Partial Precision | Companycity Partial Recall | Companycity Partial F1 | Companycity Exact Precision | Companycity Exact Recall | Companycity Exact F1 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | Netamount Strict Precision | Netamount Strict Recall | Netamount Strict F1 | Netamount Ent Type Precision | Netamount Ent Type Recall | Netamount Ent Type F1 | Netamount Partial Precision | Netamount Partial Recall | Netamount Partial F1 | Netamount Exact Precision | Netamount Exact Recall | Netamount Exact F1 | Bookingnumber Strict Precision | Bookingnumber Strict Recall | Bookingnumber Strict F1 | Bookingnumber Ent Type Precision | Bookingnumber Ent Type Recall | Bookingnumber Ent Type F1 | Bookingnumber Partial Precision | Bookingnumber Partial Recall | Bookingnumber Partial F1 | Bookingnumber Exact Precision | Bookingnumber Exact Recall | Bookingnumber Exact F1 | Hotelcountry Strict Precision | Hotelcountry Strict Recall | Hotelcountry Strict F1 | Hotelcountry Ent Type Precision | Hotelcountry Ent Type Recall | Hotelcountry Ent Type F1 | Hotelcountry Partial Precision | Hotelcountry Partial Recall | Hotelcountry Partial F1 | Hotelcountry Exact Precision | Hotelcountry Exact Recall | Hotelcountry Exact F1 | Hotelphonenumber Strict Precision | Hotelphonenumber Strict Recall | Hotelphonenumber Strict F1 | Hotelphonenumber Ent Type Precision | Hotelphonenumber Ent Type Recall | Hotelphonenumber Ent Type F1 | Hotelphonenumber Partial Precision | Hotelphonenumber Partial Recall | Hotelphonenumber Partial F1 | Hotelphonenumber Exact Precision | Hotelphonenumber Exact Recall | Hotelphonenumber Exact F1 | 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 | Invoicedate Strict Precision | Invoicedate Strict Recall | Invoicedate Strict F1 | Invoicedate Ent Type Precision | Invoicedate Ent Type Recall | Invoicedate Ent Type F1 | Invoicedate Partial Precision | Invoicedate Partial Recall | Invoicedate Partial F1 | Invoicedate Exact Precision | Invoicedate Exact Recall | Invoicedate Exact F1 | Hotelfaxnumber Strict Precision | Hotelfaxnumber Strict Recall | Hotelfaxnumber Strict F1 | Hotelfaxnumber Ent Type Precision | Hotelfaxnumber Ent Type Recall | Hotelfaxnumber Ent Type F1 | Hotelfaxnumber Partial Precision | Hotelfaxnumber Partial Recall | Hotelfaxnumber Partial F1 | Hotelfaxnumber Exact Precision | Hotelfaxnumber Exact Recall | Hotelfaxnumber Exact F1 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0.7246 | 0.9998 | 576 | 0.2102 | 0.7318 | 0.6818 | 0.7059 | 0.8287 | 0.7720 | 0.7993 | 0.7990 | 0.7443 | 0.7707 | 0.7463 | 0.6952 | 0.7199 | 0.1859 | 0.7187 | 0.2953 | 0.2061 | 0.7970 | 0.3275 | 0.1966 | 0.7602 | 0.3124 | 0.1861 | 0.7196 | 0.2957 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1496 | 0.6205 | 0.2411 | 0.1661 | 0.6889 | 0.2677 | 0.1619 | 0.6716 | 0.2609 | 0.1525 | 0.6323 | 0.2457 | 0.1318 | 0.5134 | 0.2098 | 0.1519 | 0.5914 | 0.2417 | 0.1509 | 0.5876 | 0.2401 | 0.1394 | 0.5427 | 0.2218 | 0.1358 | 0.7804 | 0.2313 | 0.1376 | 0.7907 | 0.2344 | 0.1462 | 0.8400 | 0.2490 | 0.1437 | 0.8261 | 0.2449 | 0.1839 | 0.7281 | 0.2936 | 0.2199 | 0.8705 | 0.3510 | 0.2067 | 0.8184 | 0.3301 | 0.1868 | 0.7394 | 0.2982 | 0.0265 | 0.4993 | 0.0503 | 0.0300 | 0.5653 | 0.0570 | 0.0357 | 0.6717 | 0.0677 | 0.0329 | 0.6191 | 0.0624 | 0.1676 | 0.6582 | 0.2672 | 0.2134 | 0.8383 | 0.3402 | 0.1932 | 0.7589 | 0.3080 | 0.1689 | 0.6635 | 0.2693 | 0.2009 | 0.7990 | 0.3210 | 0.2127 | 0.8461 | 0.3400 | 0.2147 | 0.8542 | 0.3432 | 0.2076 | 0.8259 | 0.3318 | 0.1564 | 0.4697 | 0.2347 | 0.2244 | 0.6736 | 0.3366 | 0.1925 | 0.5780 | 0.2889 | 0.1575 | 0.4728 | 0.2363 | 0.0017 | 0.1071 | 0.0034 | 0.0087 | 0.5438 | 0.0172 | 0.0053 | 0.3279 | 0.0104 | 0.0017 | 0.1083 | 0.0034 | 0.0747 | 0.2865 | 0.1185 | 0.1367 | 0.5243 | 0.2168 | 0.1071 | 0.4108 | 0.1699 | 0.0748 | 0.2871 | 0.1187 | 0.1983 | 0.8072 | 0.3184 | 0.2160 | 0.8792 | 0.3468 | 0.2095 | 0.8527 | 0.3363 | 0.2004 | 0.8159 | 0.3218 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1170 | 0.8255 | 0.2049 | 0.1180 | 0.8330 | 0.2068 | 0.1177 | 0.8309 | 0.2063 | 0.1172 | 0.8270 | 0.2053 | 0.2130 | 0.8697 | 0.3421 | 0.2199 | 0.8983 | 0.3534 | 0.2226 | 0.9091 | 0.3576 | 0.2178 | 0.8895 | 0.3499 | 0.0462 | 0.6299 | 0.0862 | 0.0522 | 0.7108 | 0.0972 | 0.0540 | 0.7361 | 0.1007 | 0.0504 | 0.6863 | 0.0939 | 0.0621 | 0.4732 | 0.1097 | 0.0787 | 0.5996 | 0.1391 | 0.0818 | 0.6232 | 0.1445 | 0.0711 | 0.5417 | 0.1256 | 0.0213 | 0.4021 | 0.0404 | 0.0296 | 0.5585 | 0.0562 | 0.0298 | 0.5626 | 0.0566 | 0.0242 | 0.4573 | 0.0460 | 0.0369 | 0.6593 | 0.0699 | 0.0383 | 0.6840 | 0.0725 | 0.0383 | 0.6837 | 0.0725 | 0.0375 | 0.6702 | 0.0711 | 0.1514 | 0.7605 | 0.2525 | 0.1806 | 0.9068 | 0.3012 | 0.1663 | 0.8351 | 0.2773 | 0.1516 | 0.7616 | 0.2529 | 0.1513 | 0.6792 | 0.2474 | 0.1638 | 0.7354 | 0.2679 | 0.1590 | 0.7138 | 0.2600 | 0.1522 | 0.6836 | 0.2490 | 0.2125 | 0.8857 | 0.3428 | 0.2196 | 0.9151 | 0.3542 | 0.2177 | 0.9074 | 0.3512 | 0.2140 | 0.8918 | 0.3452 | 0.1104 | 0.7862 | 0.1936 | 0.1257 | 0.8950 | 0.2204 | 0.1184 | 0.8427 | 0.2076 | 0.1106 | 0.7878 | 0.1940 | 0.0590 | 0.5162 | 0.1059 | 0.0736 | 0.6443 | 0.1322 | 0.0713 | 0.6239 | 0.1280 | 0.0617 | 0.5397 | 0.1107 | 0.1181 | 0.6299 | 0.1990 | 0.1303 | 0.6950 | 0.2195 | 0.1329 | 0.7088 | 0.2239 | 0.1261 | 0.6724 | 0.2124 | 0.2213 | 0.7904 | 0.3458 | 0.2246 | 0.8020 | 0.3509 | 0.2256 | 0.8057 | 0.3525 | 0.2240 | 0.7999 | 0.3500 | 0.1572 | 0.8492 | 0.2654 | 0.1656 | 0.8941 | 0.2794 | 0.1615 | 0.8720 | 0.2725 | 0.1573 | 0.8495 | 0.2655 | 0.0309 | 0.5474 | 0.0586 | 0.0353 | 0.6249 | 0.0668 | 0.0358 | 0.6334 | 0.0678 | 0.0336 | 0.5937 | 0.0635 | 0.2370 | 0.8889 | 0.3743 | 0.2426 | 0.9097 | 0.3831 | 0.2418 | 0.9068 | 0.3818 | 0.2387 | 0.8951 | 0.3769 | 0.0991 | 0.4146 | 0.1600 | 0.1627 | 0.6808 | 0.2627 | 0.1324 | 0.5541 | 0.2138 | 0.0996 | 0.4168 | 0.1608 | 0.0715 | 0.4535 | 0.1235 | 0.0721 | 0.4572 | 0.1245 | 0.0718 | 0.4557 | 0.1241 | 0.0715 | 0.4538 | 0.1236 | 0.0358 | 0.4986 | 0.0668 | 0.0409 | 0.5701 | 0.0764 | 0.0384 | 0.5345 | 0.0716 | 0.0358 | 0.4986 | 0.0668 | 0.2352 | 0.8884 | 0.3720 | 0.2406 | 0.9089 | 0.3805 | 0.2390 | 0.9025 | 0.3779 | 0.2361 | 0.8917 | 0.3734 |
| 0.1702 | 1.9996 | 1152 | 0.2122 | 0.7633 | 0.7157 | 0.7387 | 0.8488 | 0.7958 | 0.8215 | 0.8206 | 0.7694 | 0.7941 | 0.7749 | 0.7266 | 0.7500 | 0.2017 | 0.7482 | 0.3177 | 0.2210 | 0.8199 | 0.3482 | 0.2120 | 0.7863 | 0.3339 | 0.2020 | 0.7493 | 0.3182 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1786 | 0.6357 | 0.2789 | 0.1945 | 0.6923 | 0.3037 | 0.1912 | 0.6804 | 0.2985 | 0.1822 | 0.6485 | 0.2845 | 0.1581 | 0.6073 | 0.2509 | 0.1759 | 0.6757 | 0.2791 | 0.1710 | 0.6571 | 0.2714 | 0.1617 | 0.6212 | 0.2566 | 0.1505 | 0.8524 | 0.2558 | 0.1518 | 0.8598 | 0.2581 | 0.1551 | 0.8783 | 0.2636 | 0.1542 | 0.8731 | 0.2620 | 0.2010 | 0.7606 | 0.3180 | 0.2383 | 0.9019 | 0.3770 | 0.2222 | 0.8407 | 0.3515 | 0.2025 | 0.7661 | 0.3203 | 0.0340 | 0.5212 | 0.0638 | 0.0364 | 0.5589 | 0.0684 | 0.0457 | 0.7011 | 0.0858 | 0.0433 | 0.6648 | 0.0813 | 0.1846 | 0.6878 | 0.2910 | 0.2327 | 0.8670 | 0.3669 | 0.2114 | 0.7877 | 0.3333 | 0.1860 | 0.6933 | 0.2934 | 0.2206 | 0.8467 | 0.3500 | 0.2311 | 0.8873 | 0.3668 | 0.2304 | 0.8845 | 0.3656 | 0.2245 | 0.8617 | 0.3562 | 0.1630 | 0.5467 | 0.2512 | 0.2230 | 0.7479 | 0.3436 | 0.1942 | 0.6514 | 0.2993 | 0.1638 | 0.5493 | 0.2524 | 0.0077 | 0.3903 | 0.0150 | 0.0102 | 0.5226 | 0.0201 | 0.0090 | 0.4603 | 0.0177 | 0.0077 | 0.3936 | 0.0151 | 0.1026 | 0.3244 | 0.1558 | 0.1648 | 0.5215 | 0.2505 | 0.1356 | 0.4289 | 0.2060 | 0.1029 | 0.3256 | 0.1564 | 0.2137 | 0.8222 | 0.3392 | 0.2313 | 0.8899 | 0.3671 | 0.2251 | 0.8664 | 0.3574 | 0.2161 | 0.8318 | 0.3431 | 0.0 | 0.0 | 0 | 0.0004 | 0.2836 | 0.0008 | 0.0004 | 0.2985 | 0.0009 | 0.0 | 0.0 | 0 | 0.1303 | 0.8333 | 0.2253 | 0.1313 | 0.8398 | 0.2271 | 0.1309 | 0.8375 | 0.2265 | 0.1304 | 0.8343 | 0.2256 | 0.2320 | 0.9048 | 0.3693 | 0.2389 | 0.9317 | 0.3802 | 0.2381 | 0.9286 | 0.3790 | 0.2336 | 0.9111 | 0.3718 | 0.0569 | 0.6447 | 0.1046 | 0.0627 | 0.7108 | 0.1153 | 0.0660 | 0.7476 | 0.1213 | 0.0621 | 0.7039 | 0.1142 | 0.0891 | 0.5976 | 0.1550 | 0.1032 | 0.6926 | 0.1797 | 0.1035 | 0.6944 | 0.1802 | 0.0953 | 0.6396 | 0.1660 | 0.0271 | 0.5290 | 0.0515 | 0.0319 | 0.6244 | 0.0608 | 0.0331 | 0.6466 | 0.0629 | 0.0299 | 0.5849 | 0.0569 | 0.0531 | 0.7381 | 0.0991 | 0.0543 | 0.7539 | 0.1013 | 0.0558 | 0.7745 | 0.1040 | 0.0551 | 0.7653 | 0.1028 | 0.1674 | 0.7651 | 0.2748 | 0.1979 | 0.9044 | 0.3248 | 0.1832 | 0.8371 | 0.3006 | 0.1678 | 0.7669 | 0.2754 | 0.1894 | 0.6841 | 0.2967 | 0.2012 | 0.7265 | 0.3151 | 0.1976 | 0.7134 | 0.3094 | 0.1912 | 0.6905 | 0.2995 | 0.2302 | 0.9007 | 0.3667 | 0.2366 | 0.9258 | 0.3769 | 0.2355 | 0.9215 | 0.3751 | 0.2321 | 0.9084 | 0.3698 | 0.1216 | 0.7953 | 0.2110 | 0.1377 | 0.9005 | 0.2389 | 0.1298 | 0.8487 | 0.2251 | 0.1217 | 0.7960 | 0.2111 | 0.0798 | 0.6918 | 0.1431 | 0.0911 | 0.7897 | 0.1634 | 0.0876 | 0.7598 | 0.1572 | 0.0812 | 0.7042 | 0.1457 | 0.1356 | 0.6494 | 0.2244 | 0.1460 | 0.6992 | 0.2416 | 0.1503 | 0.7193 | 0.2486 | 0.1446 | 0.6923 | 0.2392 | 0.2344 | 0.8482 | 0.3673 | 0.2367 | 0.8565 | 0.3709 | 0.2375 | 0.8592 | 0.3721 | 0.2362 | 0.8547 | 0.3701 | 0.1736 | 0.8621 | 0.2890 | 0.1820 | 0.9037 | 0.3029 | 0.1779 | 0.8833 | 0.2961 | 0.1737 | 0.8625 | 0.2891 | 0.0425 | 0.5163 | 0.0785 | 0.0468 | 0.5684 | 0.0865 | 0.0493 | 0.5987 | 0.0911 | 0.0466 | 0.5664 | 0.0862 | 0.2544 | 0.9023 | 0.3969 | 0.2600 | 0.9223 | 0.4057 | 0.2594 | 0.9200 | 0.4047 | 0.2561 | 0.9084 | 0.3996 | 0.1318 | 0.4555 | 0.2044 | 0.1971 | 0.6811 | 0.3057 | 0.1678 | 0.5800 | 0.2603 | 0.1331 | 0.4600 | 0.2064 | 0.0845 | 0.5109 | 0.1451 | 0.0850 | 0.5136 | 0.1458 | 0.0848 | 0.5125 | 0.1455 | 0.0846 | 0.5112 | 0.1451 | 0.0447 | 0.5270 | 0.0824 | 0.0500 | 0.5889 | 0.0921 | 0.0474 | 0.5584 | 0.0873 | 0.0447 | 0.5275 | 0.0825 | 0.2534 | 0.9018 | 0.3957 | 0.2587 | 0.9207 | 0.4040 | 0.2573 | 0.9154 | 0.4016 | 0.2545 | 0.9055 | 0.3973 |
| 0.1355 | 2.9993 | 1728 | 0.2135 | 0.7766 | 0.7130 | 0.7435 | 0.8614 | 0.7908 | 0.8246 | 0.8336 | 0.7654 | 0.7980 | 0.7883 | 0.7237 | 0.7546 | 0.2189 | 0.7623 | 0.3401 | 0.2392 | 0.8332 | 0.3717 | 0.2297 | 0.8000 | 0.3569 | 0.2192 | 0.7634 | 0.3406 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1935 | 0.6467 | 0.2979 | 0.2111 | 0.7053 | 0.3249 | 0.2064 | 0.6898 | 0.3178 | 0.1966 | 0.6568 | 0.3026 | 0.1764 | 0.6265 | 0.2752 | 0.1946 | 0.6912 | 0.3036 | 0.1879 | 0.6675 | 0.2933 | 0.1785 | 0.6341 | 0.2786 | 0.1648 | 0.8603 | 0.2765 | 0.1657 | 0.8655 | 0.2782 | 0.1703 | 0.8894 | 0.2859 | 0.1696 | 0.8856 | 0.2847 | 0.2172 | 0.7607 | 0.3379 | 0.2566 | 0.8986 | 0.3992 | 0.2400 | 0.8406 | 0.3734 | 0.2191 | 0.7671 | 0.3408 | 0.0386 | 0.4357 | 0.0709 | 0.0411 | 0.4643 | 0.0756 | 0.0517 | 0.5834 | 0.0949 | 0.0483 | 0.5455 | 0.0888 | 0.2023 | 0.6986 | 0.3137 | 0.2513 | 0.8680 | 0.3898 | 0.2296 | 0.7929 | 0.3561 | 0.2037 | 0.7036 | 0.3160 | 0.2362 | 0.8321 | 0.3679 | 0.2507 | 0.8832 | 0.3905 | 0.2492 | 0.8780 | 0.3882 | 0.2410 | 0.8491 | 0.3755 | 0.1868 | 0.5112 | 0.2737 | 0.2578 | 0.7053 | 0.3775 | 0.2239 | 0.6127 | 0.3280 | 0.1878 | 0.5139 | 0.2751 | 0.0094 | 0.3308 | 0.0184 | 0.0128 | 0.4486 | 0.0249 | 0.0112 | 0.3939 | 0.0219 | 0.0095 | 0.3342 | 0.0185 | 0.1159 | 0.3344 | 0.1721 | 0.1817 | 0.5243 | 0.2699 | 0.1506 | 0.4346 | 0.2237 | 0.1161 | 0.3350 | 0.1724 | 0.2367 | 0.8346 | 0.3687 | 0.2532 | 0.8931 | 0.3946 | 0.2481 | 0.8750 | 0.3866 | 0.2397 | 0.8451 | 0.3734 | 0.0010 | 0.0698 | 0.0019 | 0.0055 | 0.3935 | 0.0109 | 0.0061 | 0.4353 | 0.0120 | 0.0019 | 0.1363 | 0.0038 | 0.1424 | 0.8225 | 0.2428 | 0.1435 | 0.8290 | 0.2447 | 0.1431 | 0.8268 | 0.2440 | 0.1426 | 0.8236 | 0.2431 | 0.2504 | 0.9044 | 0.3922 | 0.2576 | 0.9305 | 0.4035 | 0.2579 | 0.9315 | 0.4039 | 0.2531 | 0.9141 | 0.3964 | 0.1025 | 0.6558 | 0.1773 | 0.1161 | 0.7428 | 0.2009 | 0.1144 | 0.7318 | 0.1979 | 0.1068 | 0.6830 | 0.1847 | 0.0628 | 0.6178 | 0.1140 | 0.0676 | 0.6653 | 0.1228 | 0.0751 | 0.7385 | 0.1363 | 0.0717 | 0.7051 | 0.1301 | 0.0349 | 0.5037 | 0.0653 | 0.0400 | 0.5777 | 0.0749 | 0.0432 | 0.6226 | 0.0807 | 0.0400 | 0.5771 | 0.0748 | 0.0582 | 0.7557 | 0.1081 | 0.0588 | 0.7637 | 0.1092 | 0.0602 | 0.7824 | 0.1119 | 0.0598 | 0.7770 | 0.1111 | 0.1801 | 0.7682 | 0.2918 | 0.2135 | 0.9106 | 0.3459 | 0.1972 | 0.8410 | 0.3195 | 0.1805 | 0.7696 | 0.2924 | 0.2029 | 0.7082 | 0.3154 | 0.2144 | 0.7486 | 0.3334 | 0.2106 | 0.7350 | 0.3273 | 0.2043 | 0.7131 | 0.3176 | 0.2489 | 0.9002 | 0.3900 | 0.2547 | 0.9211 | 0.3991 | 0.2543 | 0.9198 | 0.3985 | 0.2514 | 0.9091 | 0.3939 | 0.1325 | 0.7911 | 0.2270 | 0.1503 | 0.8974 | 0.2575 | 0.1417 | 0.8460 | 0.2427 | 0.1327 | 0.7923 | 0.2273 | 0.0896 | 0.7056 | 0.1590 | 0.1020 | 0.8035 | 0.1811 | 0.0971 | 0.7644 | 0.1723 | 0.0905 | 0.7123 | 0.1605 | 0.1419 | 0.6841 | 0.2351 | 0.1515 | 0.7301 | 0.2509 | 0.1547 | 0.7459 | 0.2563 | 0.1496 | 0.7209 | 0.2477 | 0.2669 | 0.8138 | 0.4020 | 0.2713 | 0.8270 | 0.4085 | 0.2716 | 0.8280 | 0.4090 | 0.2691 | 0.8204 | 0.4053 | 0.1878 | 0.8711 | 0.3090 | 0.1969 | 0.9132 | 0.3240 | 0.1925 | 0.8925 | 0.3166 | 0.1879 | 0.8713 | 0.3091 | 0.0430 | 0.4920 | 0.0790 | 0.0467 | 0.5345 | 0.0858 | 0.0495 | 0.5664 | 0.0910 | 0.0471 | 0.5400 | 0.0867 | 0.2750 | 0.8925 | 0.4205 | 0.2805 | 0.9104 | 0.4289 | 0.2805 | 0.9102 | 0.4288 | 0.2771 | 0.8993 | 0.4237 | 0.1419 | 0.4662 | 0.2176 | 0.2111 | 0.6934 | 0.3237 | 0.1793 | 0.5888 | 0.2748 | 0.1433 | 0.4708 | 0.2197 | 0.1084 | 0.4946 | 0.1778 | 0.1089 | 0.4969 | 0.1786 | 0.1087 | 0.4961 | 0.1783 | 0.1085 | 0.4949 | 0.1779 | 0.0546 | 0.5024 | 0.0985 | 0.0607 | 0.5583 | 0.1095 | 0.0577 | 0.5308 | 0.1041 | 0.0547 | 0.5028 | 0.0986 | 0.2772 | 0.9012 | 0.4240 | 0.2814 | 0.9147 | 0.4303 | 0.2812 | 0.9140 | 0.4300 | 0.2789 | 0.9066 | 0.4265 |
| 0.1183 | 3.9991 | 2304 | 0.2222 | 0.7712 | 0.7242 | 0.7470 | 0.8549 | 0.8028 | 0.8280 | 0.8263 | 0.7760 | 0.8004 | 0.7818 | 0.7342 | 0.7573 | 0.2084 | 0.7666 | 0.3277 | 0.2273 | 0.8363 | 0.3575 | 0.2184 | 0.8036 | 0.3435 | 0.2087 | 0.7676 | 0.3281 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1828 | 0.6501 | 0.2853 | 0.1989 | 0.7072 | 0.3104 | 0.1951 | 0.6938 | 0.3045 | 0.1860 | 0.6614 | 0.2903 | 0.1667 | 0.6458 | 0.2650 | 0.1835 | 0.7108 | 0.2917 | 0.1774 | 0.6871 | 0.2819 | 0.1687 | 0.6535 | 0.2682 | 0.1561 | 0.8691 | 0.2647 | 0.1571 | 0.8749 | 0.2664 | 0.1601 | 0.8915 | 0.2715 | 0.1593 | 0.8872 | 0.2702 | 0.2075 | 0.7712 | 0.3270 | 0.2447 | 0.9094 | 0.3856 | 0.2285 | 0.8490 | 0.3600 | 0.2086 | 0.7754 | 0.3288 | 0.0316 | 0.5720 | 0.0599 | 0.0332 | 0.6007 | 0.0629 | 0.0370 | 0.6692 | 0.0701 | 0.0356 | 0.6432 | 0.0674 | 0.1938 | 0.7166 | 0.3051 | 0.2388 | 0.8828 | 0.3759 | 0.2188 | 0.8088 | 0.3444 | 0.1952 | 0.7215 | 0.3072 | 0.2244 | 0.8406 | 0.3542 | 0.2388 | 0.8945 | 0.3769 | 0.2367 | 0.8867 | 0.3736 | 0.2285 | 0.8561 | 0.3607 | 0.1768 | 0.5366 | 0.2659 | 0.2428 | 0.7373 | 0.3654 | 0.2114 | 0.6419 | 0.3181 | 0.1777 | 0.5396 | 0.2674 | 0.0079 | 0.3247 | 0.0154 | 0.0110 | 0.4526 | 0.0215 | 0.0096 | 0.3933 | 0.0187 | 0.0080 | 0.3284 | 0.0156 | 0.1052 | 0.3312 | 0.1597 | 0.1685 | 0.5303 | 0.2557 | 0.1385 | 0.4360 | 0.2102 | 0.1055 | 0.3320 | 0.1601 | 0.2218 | 0.8298 | 0.3501 | 0.2383 | 0.8914 | 0.3761 | 0.2329 | 0.8712 | 0.3676 | 0.2246 | 0.8399 | 0.3544 | 0.0036 | 0.2528 | 0.0071 | 0.0062 | 0.4376 | 0.0122 | 0.0085 | 0.5995 | 0.0167 | 0.0065 | 0.4613 | 0.0129 | 0.1343 | 0.8352 | 0.2314 | 0.1353 | 0.8411 | 0.2331 | 0.1349 | 0.8390 | 0.2325 | 0.1344 | 0.8360 | 0.2316 | 0.2383 | 0.9111 | 0.3778 | 0.2451 | 0.9370 | 0.3886 | 0.2446 | 0.9351 | 0.3878 | 0.2402 | 0.9185 | 0.3809 | 0.0617 | 0.6199 | 0.1122 | 0.0660 | 0.6630 | 0.1200 | 0.0728 | 0.7309 | 0.1323 | 0.0699 | 0.7024 | 0.1272 | 0.0990 | 0.6713 | 0.1725 | 0.1117 | 0.7581 | 0.1948 | 0.1087 | 0.7375 | 0.1895 | 0.1018 | 0.6907 | 0.1775 | 0.0333 | 0.5071 | 0.0625 | 0.0377 | 0.5742 | 0.0708 | 0.0417 | 0.6340 | 0.0782 | 0.0390 | 0.5936 | 0.0732 | 0.0545 | 0.7693 | 0.1018 | 0.0554 | 0.7820 | 0.1035 | 0.0569 | 0.8036 | 0.1063 | 0.0563 | 0.7946 | 0.1052 | 0.1692 | 0.7598 | 0.2768 | 0.2027 | 0.9103 | 0.3316 | 0.1863 | 0.8365 | 0.3047 | 0.1695 | 0.7610 | 0.2772 | 0.1920 | 0.7064 | 0.3019 | 0.2032 | 0.7477 | 0.3196 | 0.1997 | 0.7346 | 0.3140 | 0.1935 | 0.7121 | 0.3044 | 0.2372 | 0.9049 | 0.3759 | 0.2429 | 0.9267 | 0.3850 | 0.2423 | 0.9241 | 0.3839 | 0.2394 | 0.9130 | 0.3793 | 0.1252 | 0.7886 | 0.2161 | 0.1418 | 0.8931 | 0.2447 | 0.1338 | 0.8429 | 0.2309 | 0.1253 | 0.7895 | 0.2163 | 0.0859 | 0.7286 | 0.1537 | 0.0966 | 0.8187 | 0.1728 | 0.0921 | 0.7813 | 0.1649 | 0.0864 | 0.7324 | 0.1545 | 0.1332 | 0.6740 | 0.2224 | 0.1424 | 0.7205 | 0.2378 | 0.1470 | 0.7439 | 0.2455 | 0.1416 | 0.7164 | 0.2365 | 0.2536 | 0.8179 | 0.3872 | 0.2575 | 0.8304 | 0.3931 | 0.2578 | 0.8315 | 0.3936 | 0.2558 | 0.8250 | 0.3905 | 0.1787 | 0.8776 | 0.2970 | 0.1866 | 0.9164 | 0.3101 | 0.1828 | 0.8973 | 0.3037 | 0.1788 | 0.8778 | 0.2971 | 0.0343 | 0.4608 | 0.0638 | 0.0374 | 0.5028 | 0.0696 | 0.0402 | 0.5401 | 0.0747 | 0.0381 | 0.5121 | 0.0709 | 0.2606 | 0.9028 | 0.4045 | 0.2664 | 0.9229 | 0.4135 | 0.2658 | 0.9207 | 0.4125 | 0.2624 | 0.9090 | 0.4072 | 0.1370 | 0.4778 | 0.2129 | 0.2008 | 0.7003 | 0.3121 | 0.1715 | 0.5980 | 0.2665 | 0.1378 | 0.4807 | 0.2142 | 0.0960 | 0.5064 | 0.1614 | 0.0966 | 0.5093 | 0.1623 | 0.0963 | 0.5082 | 0.1620 | 0.0961 | 0.5067 | 0.1615 | 0.0488 | 0.5349 | 0.0895 | 0.0546 | 0.5979 | 0.1000 | 0.0517 | 0.5669 | 0.0948 | 0.0489 | 0.5354 | 0.0896 | 0.2599 | 0.9170 | 0.4050 | 0.2645 | 0.9333 | 0.4122 | 0.2635 | 0.9299 | 0.4107 | 0.2611 | 0.9213 | 0.4069 |
The model card is truncated. Read the rest on Hugging Face.
- Type
- bert
- License
- apache-2.0
- Created
- Aug 10, 2024
- Updated
- Aug 10, 2024