userReviewed-20250323031057

nttaii/userReviewed-20250323031057

userReviewed-20250323031057 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.

should probably proofread and complete it, then remove this comment. --

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At a glance

Model type: bert
Access: Public
Created: Mar 22, 2025
Updated: Mar 23, 2025
SHA: 1766e292

Model card

From the Hugging Face model README

userReviewed-20250323031057

This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.4873
Overall Strict Precision: 0.4768
Overall Strict Recall: 0.5275
Overall Strict F1: 0.5009
Overall Ent Type Precision: 0.5785
Overall Ent Type Recall: 0.6400
Overall Ent Type F1: 0.6077
Overall Partial Precision: 0.5377
Overall Partial Recall: 0.5949
Overall Partial F1: 0.5649
Overall Exact Precision: 0.4844
Overall Exact Recall: 0.5360
Overall Exact F1: 0.5089
Hotelemail Strict Precision: 0.0642
Hotelemail Strict Recall: 0.8271
Hotelemail Strict F1: 0.1191
Hotelemail Ent Type Precision: 0.0680
Hotelemail Ent Type Recall: 0.8758
Hotelemail Ent Type F1: 0.1262
Hotelemail Partial Precision: 0.0661
Hotelemail Partial Recall: 0.8518
Hotelemail Partial F1: 0.1227
Hotelemail Exact Precision: 0.0642
Hotelemail Exact Recall: 0.8273
Hotelemail Exact F1: 0.1192
Travellername Strict Precision: 0.0665
Travellername Strict Recall: 0.4336
Travellername Strict F1: 0.1153
Travellername Ent Type Precision: 0.0974
Travellername Ent Type Recall: 0.6351
Travellername Ent Type F1: 0.1690
Travellername Partial Precision: 0.0835
Travellername Partial Recall: 0.5441
Travellername Partial F1: 0.1447
Travellername Exact Precision: 0.0674
Travellername Exact Recall: 0.4394
Travellername Exact F1: 0.1169
Currencycode Strict Precision: 0.0179
Currencycode Strict Recall: 0.1092
Currencycode Strict F1: 0.0308
Currencycode Ent Type Precision: 0.0182
Currencycode Ent Type Recall: 0.1110
Currencycode Ent Type F1: 0.0313
Currencycode Partial Precision: 0.0182
Currencycode Partial Recall: 0.1109
Currencycode Partial F1: 0.0313
Currencycode Exact Precision: 0.0179
Currencycode Exact Recall: 0.1092
Currencycode Exact F1: 0.0308
Invoicenumber Strict Precision: 0.0859
Invoicenumber Strict Recall: 0.8379
Invoicenumber Strict F1: 0.1559
Invoicenumber Ent Type Precision: 0.0917
Invoicenumber Ent Type Recall: 0.8938
Invoicenumber Ent Type F1: 0.1663
Invoicenumber Partial Precision: 0.0895
Invoicenumber Partial Recall: 0.8729
Invoicenumber Partial F1: 0.1624
Invoicenumber Exact Precision: 0.0865
Invoicenumber Exact Recall: 0.8439
Invoicenumber Exact F1: 0.1570
Pagenumber Strict Precision: 0.0405
Pagenumber Strict Recall: 0.6589
Pagenumber Strict F1: 0.0763
Pagenumber Ent Type Precision: 0.0417
Pagenumber Ent Type Recall: 0.6786
Pagenumber Ent Type F1: 0.0786
Pagenumber Partial Precision: 0.0415
Pagenumber Partial Recall: 0.6756
Pagenumber Partial F1: 0.0782
Pagenumber Exact Precision: 0.0407
Pagenumber Exact Recall: 0.6620
Pagenumber Exact F1: 0.0767
Companycountry Strict Precision: 0.0539
Companycountry Strict Recall: 0.8553
Companycountry Strict F1: 0.1015
Companycountry Ent Type Precision: 0.0542
Companycountry Ent Type Recall: 0.8596
Companycountry Ent Type F1: 0.1020
Companycountry Partial Precision: 0.0553
Companycountry Partial Recall: 0.8768
Companycountry Partial F1: 0.1040
Companycountry Exact Precision: 0.0551
Companycountry Exact Recall: 0.8739
Companycountry Exact F1: 0.1037
Externalreservationnumber Strict Precision: 0.0015
Externalreservationnumber Strict Recall: 0.3555
Externalreservationnumber Strict F1: 0.0031
Externalreservationnumber Ent Type Precision: 0.0020
Externalreservationnumber Ent Type Recall: 0.4660
Externalreservationnumber Ent Type F1: 0.0040
Externalreservationnumber Partial Precision: 0.0027
Externalreservationnumber Partial Recall: 0.6114
Externalreservationnumber Partial F1: 0.0053
Externalreservationnumber Exact Precision: 0.0023
Externalreservationnumber Exact Recall: 0.5340
Externalreservationnumber Exact F1: 0.0046
Companyaddress Strict Precision: 0.0681
Companyaddress Strict Recall: 0.6682
Companyaddress Strict F1: 0.1236
Companyaddress Ent Type Precision: 0.0905
Companyaddress Ent Type Recall: 0.8884
Companyaddress Ent Type F1: 0.1643
Companyaddress Partial Precision: 0.0799
Companyaddress Partial Recall: 0.7837
Companyaddress Partial F1: 0.1449
Companyaddress Exact Precision: 0.0684
Companyaddress Exact Recall: 0.6710
Companyaddress Exact F1: 0.1241
Hotelphonenumber Strict Precision: 0.0445
Hotelphonenumber Strict Recall: 0.5356
Hotelphonenumber Strict F1: 0.0821
Hotelphonenumber Ent Type Precision: 0.0670
Hotelphonenumber Ent Type Recall: 0.8065
Hotelphonenumber Ent Type F1: 0.1237
Hotelphonenumber Partial Precision: 0.0558
Hotelphonenumber Partial Recall: 0.6720
Hotelphonenumber Partial F1: 0.1031
Hotelphonenumber Exact Precision: 0.0445
Hotelphonenumber Exact Recall: 0.5360
Hotelphonenumber Exact F1: 0.0822
Companyzipcode Strict Precision: 0.0001
Companyzipcode Strict Recall: 0.1538
Companyzipcode Strict F1: 0.0001
Companyzipcode Ent Type Precision: 0.0001
Companyzipcode Ent Type Recall: 0.1538
Companyzipcode Ent Type F1: 0.0001
Companyzipcode Partial Precision: 0.0001
Companyzipcode Partial Recall: 0.1538
Companyzipcode Partial F1: 0.0001
Companyzipcode Exact Precision: 0.0001
Companyzipcode Exact Recall: 0.1538
Companyzipcode Exact F1: 0.0001
Taxamount Strict Precision: 0.0048
Taxamount Strict Recall: 0.6095
Taxamount Strict F1: 0.0096
Taxamount Ent Type Precision: 0.0057
Taxamount Ent Type Recall: 0.7147
Taxamount Ent Type F1: 0.0112
Taxamount Partial Precision: 0.0053
Taxamount Partial Recall: 0.6707
Taxamount Partial F1: 0.0105
Taxamount Exact Precision: 0.0049
Taxamount Exact Recall: 0.6138
Taxamount Exact F1: 0.0097
Bookingnumber Strict Precision: 0.0149
Bookingnumber Strict Recall: 0.4659
Bookingnumber Strict F1: 0.0289
Bookingnumber Ent Type Precision: 0.0176
Bookingnumber Ent Type Recall: 0.5521
Bookingnumber Ent Type F1: 0.0342
Bookingnumber Partial Precision: 0.0200
Bookingnumber Partial Recall: 0.6259
Bookingnumber Partial F1: 0.0388
Bookingnumber Exact Precision: 0.0182
Bookingnumber Exact Recall: 0.5704
Bookingnumber Exact F1: 0.0353
Cardnumber Strict Precision: 0.0
Cardnumber Strict Recall: 0.0
Cardnumber Strict F1: 0
Cardnumber Ent Type Precision: 0.0
Cardnumber Ent Type Recall: 0.0
Cardnumber Ent Type F1: 0
Cardnumber Partial Precision: 0.0
Cardnumber Partial Recall: 0.0
Cardnumber Partial F1: 0
Cardnumber Exact Precision: 0.0
Cardnumber Exact Recall: 0.0
Cardnumber Exact F1: 0
Netamount Strict Precision: 0.0093
Netamount Strict Recall: 0.5939
Netamount Strict F1: 0.0183
Netamount Ent Type Precision: 0.0114
Netamount Ent Type Recall: 0.7284
Netamount Ent Type F1: 0.0225
Netamount Partial Precision: 0.0104
Netamount Partial Recall: 0.6644
Netamount Partial F1: 0.0205
Netamount Exact Precision: 0.0093
Netamount Exact Recall: 0.5961
Netamount Exact F1: 0.0184
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
Grossamount Strict Precision: 0.0388
Grossamount Strict Recall: 0.3364
Grossamount Strict F1: 0.0696
Grossamount Ent Type Precision: 0.0426
Grossamount Ent Type Recall: 0.3693
Grossamount Ent Type F1: 0.0764
Grossamount Partial Precision: 0.0418
Grossamount Partial Recall: 0.3625
Grossamount Partial F1: 0.0750
Grossamount Exact Precision: 0.0397
Grossamount Exact Recall: 0.3443
Grossamount Exact F1: 0.0712
Hotelvatnumber Strict Precision: 0.0304
Hotelvatnumber Strict Recall: 0.6296
Hotelvatnumber Strict F1: 0.0579
Hotelvatnumber Ent Type Precision: 0.0356
Hotelvatnumber Ent Type Recall: 0.7381
Hotelvatnumber Ent Type F1: 0.0679
Hotelvatnumber Partial Precision: 0.0345
Hotelvatnumber Partial Recall: 0.7156
Hotelvatnumber Partial F1: 0.0658
Hotelvatnumber Exact Precision: 0.0314
Hotelvatnumber Exact Recall: 0.6504
Hotelvatnumber Exact F1: 0.0598
Roomno Strict Precision: 0.1010
Roomno Strict Recall: 0.7607
Roomno Strict F1: 0.1783
Roomno Ent Type Precision: 0.1023
Roomno Ent Type Recall: 0.7704
Roomno Ent Type F1: 0.1806
Roomno Partial Precision: 0.1032
Roomno Partial Recall: 0.7776
Roomno Partial F1: 0.1822
Roomno Exact Precision: 0.1024
Roomno Exact Recall: 0.7715
Roomno Exact F1: 0.1808
Hotelzipcode Strict Precision: 0.0710
Hotelzipcode Strict Recall: 0.5859
Hotelzipcode Strict F1: 0.1266
Hotelzipcode Ent Type Precision: 0.0769
Hotelzipcode Ent Type Recall: 0.6351
Hotelzipcode Ent Type F1: 0.1372
Hotelzipcode Partial Precision: 0.0744
Hotelzipcode Partial Recall: 0.6145
Hotelzipcode Partial F1: 0.1328
Hotelzipcode Exact Precision: 0.0713
Hotelzipcode Exact Recall: 0.5890
Hotelzipcode Exact F1: 0.1273
Companyname Strict Precision: 0.0658
Companyname Strict Recall: 0.5735
Companyname Strict F1: 0.1180
Companyname Ent Type Precision: 0.0874
Companyname Ent Type Recall: 0.7620
Companyname Ent Type F1: 0.1568
Companyname Partial Precision: 0.0776
Companyname Partial Recall: 0.6767
Companyname Partial F1: 0.1393
Companyname Exact Precision: 0.0662
Companyname Exact Recall: 0.5773
Companyname Exact F1: 0.1188
Hoteladdress Strict Precision: 0.0286
Hoteladdress Strict Recall: 0.2474
Hoteladdress Strict F1: 0.0512
Hoteladdress Ent Type Precision: 0.0659
Hoteladdress Ent Type Recall: 0.5707
Hoteladdress Ent Type F1: 0.1181
Hoteladdress Partial Precision: 0.0475
Hoteladdress Partial Recall: 0.4111
Hoteladdress Partial F1: 0.0851
Hoteladdress Exact Precision: 0.0287
Hoteladdress Exact Recall: 0.2483
Hoteladdress Exact F1: 0.0514
Cardtype Strict Precision: 0.0003
Cardtype Strict Recall: 0.2832
Cardtype Strict F1: 0.0007
Cardtype Ent Type Precision: 0.0004
Cardtype Ent Type Recall: 0.3642
Cardtype Ent Type F1: 0.0009
Cardtype Partial Precision: 0.0004
Cardtype Partial Recall: 0.3237
Cardtype Partial F1: 0.0008
Cardtype Exact Precision: 0.0003
Cardtype Exact Recall: 0.2832
Cardtype Exact F1: 0.0007
Checkin Strict Precision: 0.0001
Checkin Strict Recall: 0.2198
Checkin Strict F1: 0.0003
Checkin Ent Type Precision: 0.0002
Checkin Ent Type Recall: 0.3516
Checkin Ent Type F1: 0.0004
Checkin Partial Precision: 0.0002
Checkin Partial Recall: 0.2857
Checkin Partial F1: 0.0004
Checkin Exact Precision: 0.0001
Checkin Exact Recall: 0.2198
Checkin Exact F1: 0.0003
Hoteltaxcode Strict Precision: 0.0106
Hoteltaxcode Strict Recall: 0.5018
Hoteltaxcode Strict F1: 0.0208
Hoteltaxcode Ent Type Precision: 0.0136
Hoteltaxcode Ent Type Recall: 0.6417
Hoteltaxcode Ent Type F1: 0.0266
Hoteltaxcode Partial Precision: 0.0126
Hoteltaxcode Partial Recall: 0.5935
Hoteltaxcode Partial F1: 0.0246
Hoteltaxcode Exact Precision: 0.0108
Hoteltaxcode Exact Recall: 0.5117
Hoteltaxcode Exact F1: 0.0212
Hotelfaxnumber Strict Precision: 0.0304
Hotelfaxnumber Strict Recall: 0.5524
Hotelfaxnumber Strict F1: 0.0576
Hotelfaxnumber Ent Type Precision: 0.0449
Hotelfaxnumber Ent Type Recall: 0.8168
Hotelfaxnumber Ent Type F1: 0.0852
Hotelfaxnumber Partial Precision: 0.0377
Hotelfaxnumber Partial Recall: 0.6851
Hotelfaxnumber Partial F1: 0.0714
Hotelfaxnumber Exact Precision: 0.0304
Hotelfaxnumber Exact Recall: 0.5524
Hotelfaxnumber Exact F1: 0.0576
Invoicedate Strict Precision: 0.0
Invoicedate Strict Recall: 0.0
Invoicedate Strict F1: 0
Invoicedate Ent Type Precision: 0.0
Invoicedate Ent Type Recall: 0.0
Invoicedate Ent Type F1: 0
Invoicedate Partial Precision: 0.0
Invoicedate Partial Recall: 0.0
Invoicedate Partial F1: 0
Invoicedate Exact Precision: 0.0
Invoicedate Exact Recall: 0.0
Invoicedate Exact F1: 0
Hotelname Strict Precision: 0.0390
Hotelname Strict Recall: 0.2211
Hotelname Strict F1: 0.0664
Hotelname Ent Type Precision: 0.0694
Hotelname Ent Type Recall: 0.3930
Hotelname Ent Type F1: 0.1179
Hotelname Partial Precision: 0.0550
Hotelname Partial Recall: 0.3114
Hotelname Partial F1: 0.0935
Hotelname Exact Precision: 0.0391
Hotelname Exact Recall: 0.2216
Hotelname Exact F1: 0.0665
Hotelcity Strict Precision: 0.0713
Hotelcity Strict Recall: 0.5547
Hotelcity Strict F1: 0.1264
Hotelcity Ent Type Precision: 0.0779
Hotelcity Ent Type Recall: 0.6058
Hotelcity Ent Type F1: 0.1380
Hotelcity Partial Precision: 0.0764
Hotelcity Partial Recall: 0.5941
Hotelcity Partial F1: 0.1354
Hotelcity Exact Precision: 0.0727
Hotelcity Exact Recall: 0.5656
Hotelcity Exact F1: 0.1289
Companyvatnumber Strict Precision: 0.0090
Companyvatnumber Strict Recall: 0.4558
Companyvatnumber Strict F1: 0.0176
Companyvatnumber Ent Type Precision: 0.0113
Companyvatnumber Ent Type Recall: 0.5714
Companyvatnumber Ent Type F1: 0.0221
Companyvatnumber Partial Precision: 0.0106
Companyvatnumber Partial Recall: 0.5365
Companyvatnumber Partial F1: 0.0208
Companyvatnumber Exact Precision: 0.0094
Companyvatnumber Exact Recall: 0.4754
Companyvatnumber Exact F1: 0.0184
Checkout Strict Precision: 0.0001
Checkout Strict Recall: 0.1096
Checkout Strict F1: 0.0001
Checkout Ent Type Precision: 0.0001
Checkout Ent Type Recall: 0.1370
Checkout Ent Type F1: 0.0001
Checkout Partial Precision: 0.0001
Checkout Partial Recall: 0.1233
Checkout Partial F1: 0.0001
Checkout Exact Precision: 0.0001
Checkout Exact Recall: 0.1096
Checkout Exact F1: 0.0001
Hotelcountry Strict Precision: 0.0168
Hotelcountry Strict Recall: 0.6593
Hotelcountry Strict F1: 0.0328
Hotelcountry Ent Type Precision: 0.0171
Hotelcountry Ent Type Recall: 0.6713
Hotelcountry Ent Type F1: 0.0334
Hotelcountry Partial Precision: 0.0180
Hotelcountry Partial Recall: 0.7056
Hotelcountry Partial F1: 0.0351
Hotelcountry Exact Precision: 0.0178
Hotelcountry Exact Recall: 0.6974
Hotelcountry Exact F1: 0.0347
Reservationnumber Strict Precision: 0.0100
Reservationnumber Strict Recall: 0.5991
Reservationnumber Strict F1: 0.0198
Reservationnumber Ent Type Precision: 0.0105
Reservationnumber Ent Type Recall: 0.6258
Reservationnumber Ent Type F1: 0.0206
Reservationnumber Partial Precision: 0.0121
Reservationnumber Partial Recall: 0.7193
Reservationnumber Partial F1: 0.0237
Reservationnumber Exact Precision: 0.0115
Reservationnumber Exact Recall: 0.6881
Reservationnumber Exact F1: 0.0227
Companycity Strict Precision: 0.0850
Companycity Strict Recall: 0.8605
Companycity Strict F1: 0.1548
Companycity Ent Type Precision: 0.0892
Companycity Ent Type Recall: 0.9028
Companycity Ent Type F1: 0.1624
Companycity Partial Precision: 0.0888
Companycity Partial Recall: 0.8982
Companycity Partial F1: 0.1615
Companycity Exact Precision: 0.0864
Companycity Exact Recall: 0.8744
Companycity Exact F1: 0.1573
Documenttype Strict Precision: 0.0000
Documenttype Strict Recall: 0.125
Documenttype Strict F1: 0.0000
Documenttype Ent Type Precision: 0.0000
Documenttype Ent Type Recall: 0.3125
Documenttype Ent Type F1: 0.0001
Documenttype Partial Precision: 0.0000
Documenttype Partial Recall: 0.2188
Documenttype Partial F1: 0.0000
Documenttype Exact Precision: 0.0000
Documenttype Exact Recall: 0.125
Documenttype Exact F1: 0.0000

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 1e-07
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	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	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	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	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	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	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	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	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	Hotelphonenumber Strict Precision	Hotelphonenumber Strict Recall	Hotelphonenumber Strict F1	Hotelphonenumber Ent Type Precision	Hotelphonenumber Ent Type Recall	Hotelphonenumber Ent Type F1	Hotelphonenumber Partial Precision	Hotelphonenumber Partial Recall	Hotelphonenumber Partial F1	Hotelphonenumber Exact Precision	Hotelphonenumber Exact Recall	Hotelphonenumber Exact F1	Externalreservationnumber Strict Precision	Externalreservationnumber Strict Recall	Externalreservationnumber Strict F1	Externalreservationnumber Ent Type Precision	Externalreservationnumber Ent Type Recall	Externalreservationnumber Ent Type F1	Externalreservationnumber Partial Precision	Externalreservationnumber Partial Recall	Externalreservationnumber Partial F1	Externalreservationnumber Exact Precision	Externalreservationnumber Exact Recall	Externalreservationnumber Exact F1	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	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	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	Hotelbankaccount Strict Recall	Hotelbankaccount Ent Type Recall	Hotelbankaccount Partial Precision	Hotelbankaccount Partial Recall	Hotelbankaccount Partial F1	Hotelbankaccount Exact Recall	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	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	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	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	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	Cardtype Strict Precision	Cardtype Strict Recall	Cardtype Strict F1	Cardtype Ent Type Precision	Cardtype Ent Type Recall	Cardtype Ent Type F1	Cardtype Partial Precision	Cardtype Partial Recall	Cardtype Partial F1	Cardtype Exact Precision	Cardtype Exact Recall	Cardtype Exact F1	Checkin Strict Precision	Checkin Strict Recall	Checkin Strict F1	Checkin Ent Type Precision	Checkin Ent Type Recall	Checkin Ent Type F1	Checkin Partial Precision	Checkin Partial Recall	Checkin Partial F1	Checkin Exact Precision	Checkin Exact Recall	Checkin Exact F1	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	Hotelfaxnumber Strict Precision	Hotelfaxnumber Strict Recall	Hotelfaxnumber Strict F1	Hotelfaxnumber Ent Type Precision	Hotelfaxnumber Ent Type Recall	Hotelfaxnumber Ent Type F1	Hotelfaxnumber Partial Precision	Hotelfaxnumber Partial Recall	Hotelfaxnumber Partial F1	Hotelfaxnumber Exact Precision	Hotelfaxnumber Exact Recall	Hotelfaxnumber Exact F1	Invoicedate Strict Precision	Invoicedate Strict Recall	Invoicedate Strict F1	Invoicedate Ent Type Precision	Invoicedate Ent Type Recall	Invoicedate Ent Type F1	Invoicedate Partial Precision	Invoicedate Partial Recall	Invoicedate Partial F1	Invoicedate Exact Precision	Invoicedate Exact Recall	Invoicedate Exact F1	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	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	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	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	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	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	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	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
1.249	0.9994	1067	0.2815	0.7482	0.5849	0.6565	0.8462	0.6615	0.7425	0.8097	0.6330	0.7105	0.7583	0.5928	0.6654	0.1686	0.8749	0.2827	0.1760	0.9132	0.2951	0.1723	0.8943	0.2890	0.1686	0.8752	0.2828	0.1568	0.4653	0.2346	0.2312	0.6862	0.3459	0.1957	0.5809	0.2928	0.1579	0.4686	0.2362	0.1290	0.0848	0.1023	0.1300	0.0854	0.1031	0.1303	0.0856	0.1034	0.1295	0.0851	0.1027	0.2130	0.8551	0.3410	0.2265	0.9092	0.3626	0.2209	0.8868	0.3537	0.2141	0.8595	0.3428	0.1112	0.7450	0.1935	0.1132	0.7586	0.1970	0.1122	0.7521	0.1953	0.1112	0.7453	0.1936	0.1416	0.8660	0.2433	0.1431	0.8753	0.2460	0.1454	0.8892	0.2499	0.1445	0.8840	0.2484	0.2245	0.9178	0.3608	0.2311	0.9448	0.3714	0.2299	0.9400	0.3695	0.2260	0.9237	0.3631	0.1724	0.6800	0.2750	0.2281	0.8998	0.3639	0.2023	0.7980	0.3227	0.1736	0.6847	0.2769	0.1416	0.6797	0.2343	0.1888	0.9066	0.3125	0.1654	0.7942	0.2738	0.1417	0.6803	0.2345	0.0053	0.4067	0.0105	0.0057	0.4373	0.0113	0.0086	0.6529	0.0169	0.0082	0.6223	0.0161	0.0821	0.7626	0.1483	0.0916	0.8507	0.1654	0.0874	0.8119	0.1579	0.0826	0.7665	0.1491	0.0235	0.4769	0.0448	0.0280	0.5680	0.0533	0.0292	0.5923	0.0556	0.0267	0.5422	0.0509	0.0082	0.2823	0.0159	0.0118	0.4058	0.0228	0.0101	0.3489	0.0196	0.0083	0.2857	0.0161	0.0924	0.7291	0.1640	0.1040	0.8210	0.1846	0.0998	0.7877	0.1771	0.0937	0.7397	0.1663	0.0	0.0	0.0000	0.0143	0.0000	0.0	0.1645	0.6359	0.2614	0.1795	0.6938	0.2853	0.1744	0.6740	0.2771	0.1664	0.6431	0.2644	0.1205	0.6813	0.2047	0.1292	0.7305	0.2195	0.1332	0.7533	0.2264	0.1282	0.7249	0.2179	0.2472	0.7903	0.3766	0.2487	0.7950	0.3789	0.2518	0.8048	0.3836	0.2508	0.8018	0.3821	0.1776	0.7002	0.2833	0.1882	0.7420	0.3003	0.1849	0.7289	0.2950	0.1792	0.7064	0.2859	0.1654	0.6203	0.2612	0.2196	0.8237	0.3468	0.1959	0.7348	0.3094	0.1668	0.6255	0.2634	0.1126	0.4091	0.1766	0.1834	0.6659	0.2875	0.1503	0.5457	0.2357	0.1134	0.4117	0.1778	0.0468	0.4967	0.0855	0.0531	0.5639	0.0970	0.0501	0.5320	0.0915	0.0469	0.4982	0.0857	0.2380	0.8967	0.3761	0.2429	0.9153	0.3839	0.2426	0.9143	0.3835	0.2397	0.9033	0.3789	0.0413	0.5693	0.0771	0.0444	0.6110	0.0827	0.0451	0.6216	0.0842	0.0435	0.5993	0.0811	0.1089	0.7469	0.1902	0.1324	0.9078	0.2311	0.1209	0.8289	0.2110	0.1091	0.7477	0.1904	0.2175	0.9107	0.3512	0.2245	0.9399	0.3625	0.2220	0.9292	0.3583	0.2182	0.9136	0.3523	0.0900	0.2918	0.1376	0.1590	0.5157	0.2431	0.1256	0.4071	0.1919	0.0902	0.2924	0.1378	0.1706	0.6535	0.2705	0.1842	0.7057	0.2921	0.1812	0.6944	0.2874	0.1738	0.6659	0.2756	0.2332	0.8851	0.3692	0.2371	0.8999	0.3753	0.2364	0.8971	0.3741	0.2343	0.8893	0.3709	0.0517	0.6734	0.0960	0.0556	0.7239	0.1032	0.0579	0.7545	0.1076	0.0556	0.7249	0.1033	0.0484	0.7584	0.0910	0.0493	0.7726	0.0926	0.0507	0.7942	0.0952	0.0501	0.7852	0.0942	0.0315	0.4447	0.0588	0.0331	0.4673	0.0618	0.0439	0.6206	0.0821	0.0419	0.5916	0.0782	0.2124	0.8545	0.3403	0.2245	0.9030	0.3596	0.2230	0.8970	0.3572	0.2162	0.8698	0.3464	0.1904	0.7558	0.3042	0.2107	0.8363	0.3366	0.2008	0.7971	0.3208	0.1906	0.7566	0.3045
0.9455	1.9996	2135	0.3229	0.6524	0.5380	0.5897	0.7612	0.6277	0.6880	0.7189	0.5929	0.6498	0.6617	0.5457	0.5981	0.1091	0.8570	0.1935	0.1148	0.9018	0.2036	0.1120	0.8797	0.1986	0.1091	0.8573	0.1936	0.1102	0.4040	0.1731	0.1643	0.6027	0.2582	0.1388	0.5090	0.2181	0.1112	0.4077	0.1747	0.0648	0.0816	0.0723	0.0662	0.0833	0.0738	0.0657	0.0828	0.0732	0.0649	0.0818	0.0724	0.1421	0.8508	0.2435	0.1518	0.9090	0.2602	0.1477	0.8844	0.2531	0.1428	0.8548	0.2447	0.0733	0.6627	0.1320	0.0749	0.6771	0.1349	0.0742	0.6704	0.1336	0.0734	0.6631	0.1321	0.0917	0.8674	0.1658	0.0925	0.8754	0.1673	0.0941	0.8908	0.1703	0.0937	0.8863	0.1694	0.1468	0.8978	0.2523	0.1519	0.9294	0.2612	0.1506	0.9212	0.2589	0.1477	0.9037	0.2540	0.1150	0.6565	0.1957	0.1548	0.8838	0.2634	0.1364	0.7786	0.2321	0.1159	0.6621	0.1973	0.0847	0.6106	0.1488	0.1210	0.8721	0.2125	0.1030	0.7423	0.1809	0.0848	0.6111	0.1489	0.0010	0.3320	0.0020	0.0017	0.5587	0.0034	0.0019	0.6032	0.0037	0.0014	0.4656	0.0029	0.0491	0.7335	0.0921	0.0550	0.8202	0.1030	0.0522	0.7793	0.0979	0.0493	0.7354	0.0924	0.0151	0.4613	0.0292	0.0188	0.5744	0.0364	0.0190	0.5825	0.0369	0.0169	0.5158	0.0326	0.0046	0.2245	0.0090	0.0068	0.3315	0.0133	0.0058	0.2816	0.0113	0.0046	0.2269	0.0091	0.0564	0.6980	0.1043	0.0644	0.7982	0.1193	0.0606	0.7510	0.1122	0.0565	0.6999	0.1046	0.0	0.0	0.0	0.0	0	0.0	0.1140	0.5041	0.1860	0.1295	0.5726	0.2113	0.1255	0.5546	0.2046	0.1168	0.5162	0.1905	0.0643	0.6836	0.1176	0.0706	0.7504	0.1291	0.0700	0.7436	0.1279	0.0664	0.7061	0.1215	0.1738	0.6482	0.2741	0.1751	0.6531	0.2762	0.1794	0.6690	0.2829	0.1782	0.6645	0.2810	0.1189	0.6748	0.2022	0.1260	0.7151	0.2143	0.1236	0.7013	0.2102	0.1198	0.6798	0.2037	0.1107	0.5697	0.1853	0.1492	0.7682	0.2499	0.1336	0.6876	0.2237	0.1118	0.5756	0.1872	0.0685	0.3531	0.1148	0.1205	0.6211	0.2019	0.0956	0.4923	0.1600	0.0690	0.3554	0.1155	0.0264	0.4553	0.0499	0.0305	0.5258	0.0576	0.0285	0.4908	0.0538	0.0264	0.4555	0.0499	0.0590	0.5776	0.1070	0.0641	0.6276	0.1163	0.0621	0.6076	0.1126	0.0594	0.5814	0.1077	0.0172	0.5328	0.0333	0.0199	0.6164	0.0385	0.0191	0.5945	0.0371	0.0178	0.5519	0.0344	0.0664	0.7098	0.1214	0.0843	0.9015	0.1542	0.0754	0.8061	0.1379	0.0664	0.7099	0.1214	0.1053	0.7701	0.1852	0.1149	0.8408	0.2022	0.1102	0.8061	0.1938	0.1053	0.7706	0.1853	0.0620	0.2623	0.1003	0.1100	0.4656	0.1780	0.0870	0.3683	0.1408	0.0621	0.2629	0.1005	0.1150	0.6247	0.1942	0.1245	0.6762	0.2102	0.1224	0.6647	0.2067	0.1172	0.6367	0.1980	0.0467	0.5861	0.0866	0.0524	0.6566	0.0970	0.0498	0.6246	0.0923	0.0470	0.5892	0.0870	0.0287	0.6744	0.0550	0.0314	0.7380	0.0602	0.0323	0.7588	0.0619	0.0307	0.7217	0.0589	0.0299	0.7443	0.0574	0.0305	0.7595	0.0586	0.0314	0.7826	0.0604	0.0310	0.7734	0.0597	0.0198	0.3838	0.0377	0.0217	0.4198	0.0412	0.0303	0.5871	0.0576	0.0278	0.5386	0.0529	0.1439	0.8707	0.2470	0.1508	0.9124	0.2588	0.1502	0.9086	0.2577	0.1464	0.8858	0.2513	0.1226	0.7449	0.2105	0.1365	0.8298	0.2345	0.1296	0.7879	0.2226	0.1226	0.7453	0.2106
0.6745	2.9999	3203	0.3879	0.5427	0.5309	0.5368	0.6518	0.6376	0.6446	0.6073	0.5940	0.6006	0.5501	0.5381	0.5441	0.0765	0.8448	0.1403	0.0804	0.8877	0.1474	0.0785	0.8667	0.1439	0.0765	0.8451	0.1403	0.0793	0.4153	0.1332	0.1176	0.6154	0.1974	0.0998	0.5223	0.1676	0.0802	0.4198	0.1347	0.0312	0.0909	0.0464	0.0320	0.0932	0.0476	0.0317	0.0924	0.0472	0.0312	0.0909	0.0464	0.1001	0.8355	0.1788	0.1079	0.9006	0.1927	0.1049	0.8753	0.1873	0.1007	0.8407	0.1799	0.0502	0.6423	0.0931	0.0520	0.6659	0.0965	0.0514	0.6578	0.0953	0.0503	0.6442	0.0934	0.0625	0.8662	0.1166	0.0632	0.8753	0.1179	0.0641	0.8875	0.1195	0.0637	0.8826	0.1188	0.0489	0.6106	0.0905	0.0534	0.6674	0.0989	0.0513	0.6414	0.0951	0.0490	0.6119	0.0907	0.0795	0.6502	0.1417	0.1081	0.8844	0.1927	0.0945	0.7730	0.1685	0.0799	0.6535	0.1424	0.0585	0.6024	0.1067	0.0834	0.8581	0.1520	0.0711	0.7315	0.1296	0.0586	0.6034	0.1069	0.0006	0.4033	0.0012	0.0009	0.5635	0.0017	0.0010	0.6878	0.0021	0.0009	0.5801	0.0018	0.0133	0.5087	0.0259	0.0164	0.6284	0.0319	0.0149	0.5695	0.0290	0.0133	0.5096	0.0259	0.0142	0.4057	0.0275	0.0192	0.5457	0.0370	0.0209	0.5964	0.0405	0.0174	0.4952	0.0336	0.0001	0.0185	0.0001	0.0002	0.0556	0.0003	0.0001	0.0370	0.0002	0.0001	0.0185	0.0001	0.0285	0.6847	0.0547	0.0342	0.8213	0.0656	0.0314	0.7541	0.0603	0.0285	0.6855	0.0548	0	0	0.0	0	0	0	0.0711	0.5307	0.1254	0.0816	0.6094	0.1440	0.0776	0.5790	0.1368	0.0721	0.5381	0.1272	0.0397	0.6278	0.0747	0.0468	0.7406	0.0881	0.0451	0.7122	0.0847	0.0411	0.6493	0.0773	0.1204	0.7724	0.2083	0.1219	0.7825	0.2110	0.1234	0.7921	0.2136	0.1224	0.7857	0.2119	0.0836	0.6366	0.1478	0.0896	0.6827	0.1585	0.0875	0.6661	0.1546	0.0843	0.6423	0.1491	0.0786	0.5577	0.1377	0.1050	0.7455	0.1841	0.0936	0.6642	0.1640	0.0793	0.5628	0.1390	0.0415	0.2945	0.0727	0.0825	0.5857	0.1446	0.0624	0.4429	0.1094	0.0416	0.2953	0.0729	0.0068	0.3402	0.0132	0.0090	0.4551	0.0177	0.0079	0.3976	0.0155	0.0068	0.3402	0.0132	0.0055	0.3447	0.0109	0.0068	0.4235	0.0134	0.0062	0.3854	0.0122	0.0055	0.3458	0.0109	0.0118	0.5511	0.0232	0.0145	0.6764	0.0284	0.0137	0.6376	0.0268	0.0122	0.5699	0.0239	0.0434	0.6781	0.0816	0.0568	0.8872	0.1067	0.0501	0.7831	0.0942	0.0434	0.6781	0.0816	0.0085	0.3044	0.0165	0.0115	0.4126	0.0223	0.0100	0.3587	0.0194	0.0085	0.3044	0.0165	0.0459	0.2393	0.0770	0.0808	0.4215	0.1355	0.0642	0.3353	0.1078	0.0460	0.2400	0.0772	0.0833	0.5960	0.1462	0.0905	0.6469	0.1587	0.0890	0.6365	0.1562	0.0851	0.6084	0.1493	0.0188	0.6724	0.0366	0.0215	0.7678	0.0418	0.0212	0.7572	0.0412	0.0197	0.7052	0.0384	0.0024	0.2980	0.0048	0.0034	0.4102	0.0067	0.0029	0.3597	0.0058	0.0025	0.3020	0.0049	0.0205	0.7108	0.0399	0.0208	0.7216	0.0405	0.0217	0.7515	0.0422	0.0215	0.7443	0.0418	0.0111	0.5242	0.0217	0.0123	0.5847	0.0242	0.0143	0.6760	0.0280	0.0129	0.6124	0.0253	0.0992	0.8704	0.1781	0.1043	0.9155	0.1873	0.1034	0.9078	0.1857	0.1006	0.8831	0.1807	0.0467	0.7395	0.0878	0.0508	0.8048	0.0956	0.0488	0.7724	0.0917	0.0467	0.7396	0.0878
0.6082	3.9993	4270	0.4277	0.4977	0.5253	0.5111	0.6032	0.6367	0.6195	0.5610	0.5922	0.5762	0.5057	0.5337	0.5193	0.0679	0.8349	0.1257	0.0717	0.8810	0.1326	0.0698	0.8584	0.1292	0.0680	0.8352	0.1257	0.0715	0.4247	0.1224	0.1047	0.6219	0.1793	0.0896	0.5323	0.1534	0.0725	0.4303	0.1240	0.0235	0.1040	0.0383	0.0239	0.1059	0.0390	0.0239	0.1058	0.0390	0.0235	0.1040	0.0383	0.0901	0.8388	0.1627	0.0963	0.8968	0.1739	0.0940	0.8757	0.1698	0.0907	0.8448	0.1638	0.0434	0.6775	0.0816	0.0445	0.6946	0.0837	0.0443	0.6912	0.0833	0.0436	0.6795	0.0819	0.0565	0.8664	0.1061	0.0569	0.8718	0.1067	0.0579	0.8877	0.1087	0.0577	0.8844	0.1083	0.0048	0.2024	0.0093	0.0060	0.2553	0.0117	0.0054	0.2315	0.0106	0.0048	0.2049	0.0094	0.0718	0.6599	0.1295	0.0962	0.8842	0.1735	0.0846	0.7781	0.1526	0.0721	0.6632	0.1301	0.0494	0.5675	0.0909	0.0726	0.8345	0.1336	0.0611	0.7020	0.1124	0.0494	0.5680	0.0909	0.0009	0.3526	0.0019	0.0013	0.5014	0.0027	0.0016	0.6198	0.0033	0.0014	0.5234	0.0028	0.0046	0.3825	0.0092	0.0062	0.5096	0.0122	0.0054	0.4472	0.0107	0.0047	0.3837	0.0092	0.0146	0.4247	0.0282	0.0184	0.5351	0.0355	0.0209	0.6094	0.0404	0.0184	0.5347	0.0355	0.0	0.0	0	0.0	0.0	0	0.0	0.0	0	0.0	0.0	0	0.0189	0.6067	0.0367	0.0237	0.7593	0.0460	0.0214	0.6853	0.0415	0.0190	0.6083	0.0368	0	0	0.0	0	0	0	0.0580	0.4559	0.1029	0.0649	0.5104	0.1152	0.0624	0.4905	0.1107	0.0588	0.4621	0.1043	0.0333	0.6088	0.0631	0.0396	0.7255	0.0752	0.0383	0.7011	0.0726	0.0346	0.6332	0.0656	0.1067	0.7670	0.1873	0.1082	0.7776	0.1899	0.1093	0.7859	0.1919	0.1084	0.7794	0.1904	0.0745	0.6106	0.1328	0.0806	0.6606	0.1437	0.0782	0.6403	0.1393	0.0750	0.6144	0.1337	0.0696	0.5674	0.1240	0.0927	0.7553	0.1651	0.0823	0.6708	0.1466	0.0701	0.5717	0.1249	0.0336	0.2679	0.0597	0.0730	0.5821	0.1298	0.0536	0.4277	0.0953	0.0337	0.2688	0.0599	0.0020	0.2575	0.0040	0.0031	0.3938	0.0061	0.0025	0.3257	0.0050	0.0020	0.2575	0.0040	0.0012	0.2867	0.0024	0.0015	0.3717	0.0031	0.0014	0.3292	0.0027	0.0012	0.2867	0.0024	0.0114	0.5335	0.0224	0.0144	0.6732	0.0282	0.0135	0.6301	0.0264	0.0118	0.5486	0.0230	0.0359	0.6270	0.0679	0.0491	0.8588	0.0930	0.0425	0.7433	0.0805	0.0359	0.6270	0.0679	0.0001	0.0472	0.0003	0.0003	0.1076	0.0006	0.0002	0.0774	0.0004	0.0001	0.0472	0.0003	0.0411	0.2238	0.0695	0.0731	0.3976	0.1235	0.0580	0.3154	0.0980	0.0413	0.2243	0.0697	0.0757	0.5787	0.1339	0.0824	0.6295	0.1457	0.0810	0.6192	0.1433	0.0773	0.5910	0.1367	0.0151	0.6326	0.0295	0.0178	0.7441	0.0347	0.0172	0.7202	0.0336	0.0158	0.6615	0.0309	0.0005	0.2172	0.0009	0.0006	0.2724	0.0012	0.0005	0.2517	0.0011	0.0005	0.2241	0.0009	0.0181	0.6788	0.0353	0.0184	0.6890	0.0358	0.0194	0.7246	0.0377	0.0192	0.7175	0.0373	0.0105	0.5537	0.0207	0.0113	0.5946	0.0222	0.0132	0.6938	0.0259	0.0124	0.6511	0.0243	0.0892	0.8655	0.1617	0.0938	0.9108	0.1701	0.0931	0.9039	0.1688	0.0905	0.8786	0.1641	0.0027	0.3544	0.0053	0.0037	0.4878	0.0073	0.0032	0.4211	0.0063	0.0027	0.3544	0.0053

The model card is truncated. Read the rest on Hugging Face.

Type: bert
Created: Mar 22, 2025
Updated: Mar 23, 2025