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nttaii/
userReviewed-20250320180340

Name: userReviewed-20250320180340
Availability: InStock

tensorboard

safetensors

bert

generated_from_trainer

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userReviewed-20250320180340

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

Loss: 0.9225
Overall Strict Precision: 0.3845
Overall Strict Recall: 0.3819
Overall Strict F1: 0.3832
Overall Ent Type Precision: 0.4607
Overall Ent Type Recall: 0.4576
Overall Ent Type F1: 0.4592
Overall Partial Precision: 0.4679
Overall Partial Recall: 0.4647
Overall Partial F1: 0.4663
Overall Exact Precision: 0.4225
Overall Exact Recall: 0.4197
Overall Exact F1: 0.4211
Cardtype Strict Precision: 0.0
Cardtype Strict Recall: 0
Cardtype Strict F1: 0
Cardtype Ent Type Precision: 0.0
Cardtype Ent Type Recall: 0
Cardtype Ent Type F1: 0
Cardtype Partial Precision: 0.0
Cardtype Partial Recall: 0
Cardtype Partial F1: 0
Cardtype Exact Precision: 0.0
Cardtype Exact Recall: 0
Cardtype Exact F1: 0
Documenttype Strict Precision: 0.0
Documenttype Strict Recall: 0
Documenttype Strict F1: 0
Documenttype Ent Type Precision: 0.0
Documenttype Ent Type Recall: 0
Documenttype Ent Type F1: 0
Documenttype Partial Precision: 0.0
Documenttype Partial Recall: 0
Documenttype Partial F1: 0
Documenttype Exact Precision: 0.0
Documenttype Exact Recall: 0
Documenttype Exact F1: 0
Bookingnumber Strict Precision: 0.0134
Bookingnumber Strict Recall: 0.5023
Bookingnumber Strict F1: 0.0262
Bookingnumber Ent Type Precision: 0.0148
Bookingnumber Ent Type Recall: 0.5534
Bookingnumber Ent Type F1: 0.0288
Bookingnumber Partial Precision: 0.0171
Bookingnumber Partial Recall: 0.6408
Bookingnumber Partial F1: 0.0334
Bookingnumber Exact Precision: 0.0160
Bookingnumber Exact Recall: 0.5998
Bookingnumber Exact F1: 0.0313
Cardnumber Strict Precision: 0.0
Cardnumber Strict Recall: 0
Cardnumber Strict F1: 0
Cardnumber Ent Type Precision: 0.0
Cardnumber Ent Type Recall: 0
Cardnumber Ent Type F1: 0
Cardnumber Partial Precision: 0.0
Cardnumber Partial Recall: 0
Cardnumber Partial F1: 0
Cardnumber Exact Precision: 0.0
Cardnumber Exact Recall: 0
Cardnumber Exact F1: 0
Checkin Strict Precision: 0.0
Checkin Strict Recall: 0
Checkin Strict F1: 0
Checkin Ent Type Precision: 0.0
Checkin Ent Type Recall: 0
Checkin Ent Type F1: 0
Checkin Partial Precision: 0.0
Checkin Partial Recall: 0
Checkin Partial F1: 0
Checkin Exact Precision: 0.0
Checkin Exact Recall: 0
Checkin Exact F1: 0
Hotelzipcode Strict Precision: 0.0448
Hotelzipcode Strict Recall: 0.5018
Hotelzipcode Strict F1: 0.0823
Hotelzipcode Ent Type Precision: 0.0488
Hotelzipcode Ent Type Recall: 0.5459
Hotelzipcode Ent Type F1: 0.0895
Hotelzipcode Partial Precision: 0.0473
Hotelzipcode Partial Recall: 0.5301
Hotelzipcode Partial F1: 0.0869
Hotelzipcode Exact Precision: 0.0452
Hotelzipcode Exact Recall: 0.5062
Hotelzipcode Exact F1: 0.0830
Hotelcity Strict Precision: 0.0458
Hotelcity Strict Recall: 0.3551
Hotelcity Strict F1: 0.0811
Hotelcity Ent Type Precision: 0.0496
Hotelcity Ent Type Recall: 0.3844
Hotelcity Ent Type F1: 0.0878
Hotelcity Partial Precision: 0.0498
Hotelcity Partial Recall: 0.3858
Hotelcity Partial F1: 0.0881
Hotelcity Exact Precision: 0.0476
Hotelcity Exact Recall: 0.3693
Hotelcity Exact F1: 0.0844
Hotelname Strict Precision: 0.0327
Hotelname Strict Recall: 0.2255
Hotelname Strict F1: 0.0571
Hotelname Ent Type Precision: 0.0572
Hotelname Ent Type Recall: 0.3947
Hotelname Ent Type F1: 0.1000
Hotelname Partial Precision: 0.0455
Hotelname Partial Recall: 0.3141
Hotelname Partial F1: 0.0796
Hotelname Exact Precision: 0.0328
Hotelname Exact Recall: 0.2262
Hotelname Exact F1: 0.0573
Companyaddress Strict Precision: 0.0560
Companyaddress Strict Recall: 0.6530
Companyaddress Strict F1: 0.1032
Companyaddress Ent Type Precision: 0.0752
Companyaddress Ent Type Recall: 0.8766
Companyaddress Ent Type F1: 0.1386
Companyaddress Partial Precision: 0.0660
Companyaddress Partial Recall: 0.7696
Companyaddress Partial F1: 0.1216
Companyaddress Exact Precision: 0.0562
Companyaddress Exact Recall: 0.6551
Companyaddress Exact F1: 0.1035
Externalreservationnumber Strict Precision: 0.0016
Externalreservationnumber Strict Recall: 0.4279
Externalreservationnumber Strict F1: 0.0031
Externalreservationnumber Ent Type Precision: 0.0017
Externalreservationnumber Ent Type Recall: 0.4718
Externalreservationnumber Ent Type F1: 0.0035
Externalreservationnumber Partial Precision: 0.0022
Externalreservationnumber Partial Recall: 0.6027
Externalreservationnumber Partial F1: 0.0044
Externalreservationnumber Exact Precision: 0.0021
Externalreservationnumber Exact Recall: 0.5737
Externalreservationnumber Exact F1: 0.0042
Taxamount Strict Precision: 0.0054
Taxamount Strict Recall: 0.4114
Taxamount Strict F1: 0.0107
Taxamount Ent Type Precision: 0.0058
Taxamount Ent Type Recall: 0.4419
Taxamount Ent Type F1: 0.0115
Taxamount Partial Precision: 0.0057
Taxamount Partial Recall: 0.4303
Taxamount Partial F1: 0.0112
Taxamount Exact Precision: 0.0054
Taxamount Exact Recall: 0.4144
Taxamount Exact F1: 0.0108
Companyzipcode Strict Precision: 0.0
Companyzipcode Strict Recall: 0
Companyzipcode Strict F1: 0
Companyzipcode Ent Type Precision: 0.0
Companyzipcode Ent Type Recall: 0
Companyzipcode Ent Type F1: 0
Companyzipcode Partial Precision: 0.0
Companyzipcode Partial Recall: 0
Companyzipcode Partial F1: 0
Companyzipcode Exact Precision: 0.0
Companyzipcode Exact Recall: 0
Companyzipcode Exact F1: 0
Hotelvatnumber Strict Precision: 0.0204
Hotelvatnumber Strict Recall: 0.6598
Hotelvatnumber Strict F1: 0.0396
Hotelvatnumber Ent Type Precision: 0.0220
Hotelvatnumber Ent Type Recall: 0.7097
Hotelvatnumber Ent Type F1: 0.0426
Hotelvatnumber Partial Precision: 0.0225
Hotelvatnumber Partial Recall: 0.7262
Hotelvatnumber Partial F1: 0.0436
Hotelvatnumber Exact Precision: 0.0216
Hotelvatnumber Exact Recall: 0.6979
Hotelvatnumber Exact F1: 0.0419
Companyvatnumber Strict Precision: 0.0035
Companyvatnumber Strict Recall: 0.4054
Companyvatnumber Strict F1: 0.0070
Companyvatnumber Ent Type Precision: 0.0045
Companyvatnumber Ent Type Recall: 0.5115
Companyvatnumber Ent Type F1: 0.0088
Companyvatnumber Partial Precision: 0.0044
Companyvatnumber Partial Recall: 0.4997
Companyvatnumber Partial F1: 0.0086
Companyvatnumber Exact Precision: 0.0038
Companyvatnumber Exact Recall: 0.4364
Companyvatnumber Exact F1: 0.0075
Companyname Strict Precision: 0.0555
Companyname Strict Recall: 0.4075
Companyname Strict F1: 0.0976
Companyname Ent Type Precision: 0.0739
Companyname Ent Type Recall: 0.5426
Companyname Ent Type F1: 0.1300
Companyname Partial Precision: 0.0678
Companyname Partial Recall: 0.4980
Companyname Partial F1: 0.1193
Companyname Exact Precision: 0.0576
Companyname Exact Recall: 0.4229
Companyname Exact F1: 0.1013
Reservationnumber Strict Precision: 0.0071
Reservationnumber Strict Recall: 0.6169
Reservationnumber Strict F1: 0.0141
Reservationnumber Ent Type Precision: 0.0074
Reservationnumber Ent Type Recall: 0.6452
Reservationnumber Ent Type F1: 0.0147
Reservationnumber Partial Precision: 0.0082
Reservationnumber Partial Recall: 0.7127
Reservationnumber Partial F1: 0.0163
Reservationnumber Exact Precision: 0.0080
Reservationnumber Exact Recall: 0.6903
Reservationnumber Exact F1: 0.0157
Checkout Strict Precision: 0.0
Checkout Strict Recall: 0
Checkout Strict F1: 0
Checkout Ent Type Precision: 0.0
Checkout Ent Type Recall: 0
Checkout Ent Type F1: 0
Checkout Partial Precision: 0.0
Checkout Partial Recall: 0
Checkout Partial F1: 0
Checkout Exact Precision: 0.0
Checkout Exact Recall: 0
Checkout Exact F1: 0
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
Travellername Strict Precision: 0.0520
Travellername Strict Recall: 0.3250
Travellername Strict F1: 0.0897
Travellername Ent Type Precision: 0.0757
Travellername Ent Type Recall: 0.4724
Travellername Ent Type F1: 0.1304
Travellername Partial Precision: 0.0693
Travellername Partial Recall: 0.4329
Travellername Partial F1: 0.1195
Travellername Exact Precision: 0.0557
Travellername Exact Recall: 0.3481
Travellername Exact F1: 0.0961
Hotelcountry Strict Precision: 0.0095
Hotelcountry Strict Recall: 0.5751
Hotelcountry Strict F1: 0.0186
Hotelcountry Ent Type Precision: 0.0098
Hotelcountry Ent Type Recall: 0.5953
Hotelcountry Ent Type F1: 0.0192
Hotelcountry Partial Precision: 0.0118
Hotelcountry Partial Recall: 0.7175
Hotelcountry Partial F1: 0.0232
Hotelcountry Exact Precision: 0.0116
Hotelcountry Exact Recall: 0.7039
Hotelcountry Exact F1: 0.0228
Hotelfaxnumber Strict Precision: 0.0107
Hotelfaxnumber Strict Recall: 0.4121
Hotelfaxnumber Strict F1: 0.0208
Hotelfaxnumber Ent Type Precision: 0.0175
Hotelfaxnumber Ent Type Recall: 0.6764
Hotelfaxnumber Ent Type F1: 0.0341
Hotelfaxnumber Partial Precision: 0.0141
Hotelfaxnumber Partial Recall: 0.5443
Hotelfaxnumber Partial F1: 0.0275
Hotelfaxnumber Exact Precision: 0.0107
Hotelfaxnumber Exact Recall: 0.4121
Hotelfaxnumber Exact F1: 0.0208
Roomno Strict Precision: 0.0694
Roomno Strict Recall: 0.5315
Roomno Strict F1: 0.1228
Roomno Ent Type Precision: 0.0703
Roomno Ent Type Recall: 0.5383
Roomno Ent Type F1: 0.1244
Roomno Partial Precision: 0.0758
Roomno Partial Recall: 0.5803
Roomno Partial F1: 0.1341
Roomno Exact Precision: 0.0741
Roomno Exact Recall: 0.5675
Roomno Exact F1: 0.1311
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
Hotelphonenumber Strict Precision: 0.0172
Hotelphonenumber Strict Recall: 0.4005
Hotelphonenumber Strict F1: 0.0329
Hotelphonenumber Ent Type Precision: 0.0293
Hotelphonenumber Ent Type Recall: 0.6826
Hotelphonenumber Ent Type F1: 0.0562
Hotelphonenumber Partial Precision: 0.0233
Hotelphonenumber Partial Recall: 0.5429
Hotelphonenumber Partial F1: 0.0447
Hotelphonenumber Exact Precision: 0.0172
Hotelphonenumber Exact Recall: 0.4015
Hotelphonenumber Exact F1: 0.0330
Currencycode Strict Precision: 0.0112
Currencycode Strict Recall: 0.1262
Currencycode Strict F1: 0.0205
Currencycode Ent Type Precision: 0.0113
Currencycode Ent Type Recall: 0.1276
Currencycode Ent Type F1: 0.0207
Currencycode Partial Precision: 0.0114
Currencycode Partial Recall: 0.1286
Currencycode Partial F1: 0.0209
Currencycode Exact Precision: 0.0113
Currencycode Exact Recall: 0.1274
Currencycode Exact F1: 0.0207
Hoteltaxcode Strict Precision: 0.0018
Hoteltaxcode Strict Recall: 0.3505
Hoteltaxcode Strict F1: 0.0035
Hoteltaxcode Ent Type Precision: 0.0021
Hoteltaxcode Ent Type Recall: 0.4212
Hoteltaxcode Ent Type F1: 0.0042
Hoteltaxcode Partial Precision: 0.0020
Hoteltaxcode Partial Recall: 0.3950
Hoteltaxcode Partial F1: 0.0040
Hoteltaxcode Exact Precision: 0.0018
Hoteltaxcode Exact Recall: 0.3550
Hoteltaxcode Exact F1: 0.0036
Pagenumber Strict Precision: 0.0242
Pagenumber Strict Recall: 0.0664
Pagenumber Strict F1: 0.0355
Pagenumber Ent Type Precision: 0.0248
Pagenumber Ent Type Recall: 0.0681
Pagenumber Ent Type F1: 0.0363
Pagenumber Partial Precision: 0.0787
Pagenumber Partial Recall: 0.2164
Pagenumber Partial F1: 0.1155
Pagenumber Exact Precision: 0.0713
Pagenumber Exact Recall: 0.1958
Pagenumber Exact F1: 0.1045
Grossamount Strict Precision: 0.0146
Grossamount Strict Recall: 0.1839
Grossamount Strict F1: 0.0270
Grossamount Ent Type Precision: 0.0151
Grossamount Ent Type Recall: 0.1911
Grossamount Ent Type F1: 0.0281
Grossamount Partial Precision: 0.0151
Grossamount Partial Recall: 0.1903
Grossamount Partial F1: 0.0280
Grossamount Exact Precision: 0.0148
Grossamount Exact Recall: 0.1865
Grossamount Exact F1: 0.0274
Companycountry Strict Precision: 0.0428
Companycountry Strict Recall: 0.8030
Companycountry Strict F1: 0.0813
Companycountry Ent Type Precision: 0.0434
Companycountry Ent Type Recall: 0.8135
Companycountry Ent Type F1: 0.0823
Companycountry Partial Precision: 0.0451
Companycountry Partial Recall: 0.8456
Companycountry Partial F1: 0.0856
Companycountry Exact Precision: 0.0447
Companycountry Exact Recall: 0.8396
Companycountry Exact F1: 0.0850
Invoicenumber Strict Precision: 0.0684
Invoicenumber Strict Recall: 0.7532
Invoicenumber Strict F1: 0.1253
Invoicenumber Ent Type Precision: 0.0732
Invoicenumber Ent Type Recall: 0.8063
Invoicenumber Ent Type F1: 0.1342
Invoicenumber Partial Precision: 0.0718
Invoicenumber Partial Recall: 0.7911
Invoicenumber Partial F1: 0.1316
Invoicenumber Exact Precision: 0.0692
Invoicenumber Exact Recall: 0.7630
Invoicenumber Exact F1: 0.1270
Hoteladdress Strict Precision: 0.0103
Hoteladdress Strict Recall: 0.2259
Hoteladdress Strict F1: 0.0196
Hoteladdress Ent Type Precision: 0.0234
Hoteladdress Ent Type Recall: 0.5152
Hoteladdress Ent Type F1: 0.0447
Hoteladdress Partial Precision: 0.0169
Hoteladdress Partial Recall: 0.3720
Hoteladdress Partial F1: 0.0323
Hoteladdress Exact Precision: 0.0103
Hoteladdress Exact Recall: 0.2261
Hoteladdress Exact F1: 0.0196
Hotelemail Strict Precision: 0.0510
Hotelemail Strict Recall: 0.7802
Hotelemail Strict F1: 0.0957
Hotelemail Ent Type Precision: 0.0550
Hotelemail Ent Type Recall: 0.8411
Hotelemail Ent Type F1: 0.1032
Hotelemail Partial Precision: 0.0530
Hotelemail Partial Recall: 0.8110
Hotelemail Partial F1: 0.0995
Hotelemail Exact Precision: 0.0510
Hotelemail Exact Recall: 0.7804
Hotelemail Exact F1: 0.0957
Netamount Strict Precision: 0.0059
Netamount Strict Recall: 0.4900
Netamount Strict F1: 0.0117
Netamount Ent Type Precision: 0.0063
Netamount Ent Type Recall: 0.5256
Netamount Ent Type F1: 0.0125
Netamount Partial Precision: 0.0062
Netamount Partial Recall: 0.5128
Netamount Partial F1: 0.0122
Netamount Exact Precision: 0.0060
Netamount Exact Recall: 0.4934
Netamount Exact F1: 0.0118
Companycity Strict Precision: 0.0677
Companycity Strict Recall: 0.8160
Companycity Strict F1: 0.1251
Companycity Ent Type Precision: 0.0723
Companycity Ent Type Recall: 0.8711
Companycity Ent Type F1: 0.1335
Companycity Partial Precision: 0.0716
Companycity Partial Recall: 0.8628
Companycity Partial F1: 0.1322
Companycity Exact Precision: 0.0690
Companycity Exact Recall: 0.8320
Companycity Exact F1: 0.1275

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 1e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 16
total_train_batch_size: 128
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.5
num_epochs: 8

Training results

Training Loss	Epoch	Step	Validation Loss	Overall Strict Precision	Overall Strict Recall	Overall Strict F1	Overall Ent Type Precision	Overall Ent Type Recall	Overall Ent Type F1	Overall Partial Precision	Overall Partial Recall	Overall Partial F1	Overall Exact Precision	Overall Exact Recall	Overall Exact F1	Cardtype Strict Recall	Cardtype Ent Type Precision	Cardtype Ent Type Recall	Cardtype Ent Type F1	Cardtype Partial Precision	Cardtype Partial Recall	Cardtype Partial F1	Cardtype Exact Recall	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	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	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	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	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	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	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	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	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	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	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	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	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	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	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	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	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	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	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	Checkout Strict Precision	Checkout Strict Recall	Checkout Strict F1	Checkout Ent Type Precision	Checkout Ent Type Recall	Checkout Ent Type F1	Checkout Partial Precision	Checkout Partial Recall	Checkout Partial F1	Checkout Exact Precision	Checkout Exact Recall	Checkout Exact F1	Invoicedate Strict Precision	Invoicedate Strict Recall	Invoicedate Strict F1	Invoicedate Ent Type Precision	Invoicedate Ent Type Recall	Invoicedate Ent Type F1	Invoicedate Partial Precision	Invoicedate Partial Recall	Invoicedate Partial F1	Invoicedate Exact Precision	Invoicedate Exact Recall	Invoicedate Exact F1	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	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	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	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	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	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	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
0.5176	0.9994	1067	0.6074	0.4559	0.4985	0.4763	0.5518	0.6034	0.5764	0.5147	0.5628	0.5377	0.4642	0.5076	0.4850	0.0	0.0000	0.2	0.0000	0.0000	0.1	0.0000	0.0	0.0158	0.4796	0.0305	0.0181	0.5507	0.0351	0.0209	0.6354	0.0404	0.0193	0.5876	0.0374	0.0	0.0	0	0.0	0.0	0	0.0	0.0	0	0.0	0.0	0	0.0669	0.5577	0.1195	0.0725	0.6040	0.1294	0.0701	0.5843	0.1252	0.0672	0.5603	0.1200	0.0373	0.2254	0.0640	0.0663	0.4007	0.1137	0.0526	0.3184	0.0904	0.0373	0.2259	0.0641	0.0072	0.6190	0.0143	0.0080	0.6804	0.0157	0.0078	0.6672	0.0154	0.0074	0.6327	0.0146	0.0000	1.0	0.0001	0.0000	1.0	0.0001	0.0000	1.0	0.0001	0.0000	1.0	0.0001	0.0031	0.1929	0.0062	0.0056	0.3458	0.0111	0.0046	0.2838	0.0091	0.0033	0.2028	0.0065	0.0093	0.6550	0.0184	0.0096	0.6752	0.0190	0.0106	0.7435	0.0209	0.0104	0.7272	0.0205	0.0597	0.4616	0.1058	0.0874	0.6756	0.1548	0.0747	0.5774	0.1323	0.0604	0.4667	0.1069	0.0152	0.6459	0.0298	0.0155	0.6581	0.0303	0.0165	0.7011	0.0323	0.0164	0.6939	0.0320	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0141	0.1231	0.0253	0.0142	0.1243	0.0256	0.0142	0.1242	0.0255	0.0141	0.1231	0.0253	0.0387	0.2410	0.0667	0.0401	0.2500	0.0692	0.0421	0.2623	0.0726	0.0404	0.2519	0.0697	0.0074	0.4277	0.0146	0.0091	0.5236	0.0179	0.0084	0.4816	0.0164	0.0075	0.4296	0.0147	0.0175	0.1848	0.0320	0.0191	0.2013	0.0349	0.0191	0.2017	0.0350	0.0182	0.1918	0.0332	0.0506	0.8466	0.0956	0.0510	0.8534	0.0963	0.0521	0.8707	0.0983	0.0518	0.8666	0.0978	0.0795	0.8427	0.1454	0.0839	0.8891	0.1534	0.0835	0.8841	0.1525	0.0809	0.8573	0.1479	0.0	0.0	0	0.0	0.0	0	0.0	0.0	0	0.0	0.0	0	0.0651	0.5098	0.1154	0.0711	0.5569	0.1261	0.0696	0.5453	0.1234	0.0663	0.5196	0.1176	0.0012	0.3614	0.0024	0.0015	0.4551	0.0031	0.0020	0.5937	0.0040	0.0018	0.5239	0.0035	0.0635	0.6712	0.1161	0.0846	0.8941	0.1547	0.0746	0.7877	0.1362	0.0639	0.6746	0.1167	0.0282	0.6786	0.0542	0.0310	0.7459	0.0596	0.0315	0.7571	0.0605	0.0298	0.7171	0.0573	0.0622	0.6001	0.1127	0.0826	0.7969	0.1497	0.0734	0.7083	0.1330	0.0626	0.6044	0.1135	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0.0	0	0.0	0.0	0	0.0	0.0	0	0.0	0.0	0	0.0241	0.4948	0.0459	0.0379	0.7806	0.0724	0.0310	0.6383	0.0592	0.0241	0.4948	0.0459	0.0957	0.7067	0.1685	0.0966	0.7134	0.1701	0.0974	0.7194	0.1715	0.0967	0.7147	0.1704	0.0353	0.4652	0.0656	0.0577	0.7600	0.1072	0.0465	0.6134	0.0865	0.0353	0.4655	0.0656	0.0820	0.8354	0.1493	0.0870	0.8869	0.1585	0.0853	0.8693	0.1554	0.0827	0.8426	0.1506	0.0268	0.2640	0.0486	0.0567	0.5589	0.1029	0.0419	0.4138	0.0762	0.0268	0.2647	0.0487	0.0608	0.8264	0.1133	0.0644	0.8756	0.1200	0.0626	0.8513	0.1167	0.0608	0.8266	0.1133	0.0087	0.6596	0.0173	0.0100	0.7536	0.0197	0.0094	0.7105	0.0186	0.0088	0.6620	0.0173
0.426	1.9996	2135	0.7337	0.4160	0.4450	0.4300	0.5000	0.5348	0.5169	0.4820	0.5156	0.4982	0.4349	0.4652	0.4495	0.0	0.0000	0.5	0.0000	0.0000	0.25	0.0000	0.0	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0147	0.5050	0.0286	0.0164	0.5647	0.0319	0.0189	0.6504	0.0368	0.0176	0.6051	0.0342	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0485	0.4991	0.0884	0.0551	0.5673	0.1004	0.0522	0.5370	0.0951	0.0487	0.5015	0.0888	0.0520	0.4315	0.0929	0.0573	0.4750	0.1022	0.0560	0.4643	0.0999	0.0531	0.4406	0.0948	0.0342	0.2325	0.0597	0.0591	0.4009	0.1029	0.0473	0.3211	0.0825	0.0343	0.2331	0.0599	0.0590	0.6710	0.1085	0.0782	0.8882	0.1437	0.0690	0.7846	0.1269	0.0594	0.6746	0.1091	0.0014	0.4254	0.0027	0.0016	0.5019	0.0032	0.0021	0.6446	0.0041	0.0019	0.5821	0.0037	0.0069	0.4590	0.0136	0.0077	0.5139	0.0153	0.0074	0.4918	0.0146	0.0070	0.4629	0.0138	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0250	0.6689	0.0482	0.0267	0.7145	0.0514	0.0276	0.7385	0.0532	0.0265	0.7093	0.0511	0.0012	0.3106	0.0023	0.0022	0.5864	0.0044	0.0017	0.4620	0.0035	0.0012	0.3201	0.0024	0.0580	0.5812	0.1054	0.0768	0.7705	0.1397	0.0684	0.6860	0.1244	0.0583	0.5852	0.1061	0.0086	0.6431	0.0170	0.0088	0.6612	0.0174	0.0099	0.7435	0.0196	0.0097	0.7298	0.0192	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0543	0.4525	0.0970	0.0791	0.6586	0.1412	0.0681	0.5670	0.1216	0.0552	0.4596	0.0985	0.0133	0.6873	0.0260	0.0136	0.7032	0.0266	0.0141	0.7325	0.0277	0.0139	0.7221	0.0273	0.0161	0.4621	0.0312	0.0259	0.7426	0.0501	0.0211	0.6035	0.0407	0.0161	0.4621	0.0312	0.0859	0.6902	0.1528	0.0866	0.6959	0.1541	0.0876	0.7035	0.1558	0.0870	0.6985	0.1547	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0232	0.4243	0.0440	0.0393	0.7189	0.0745	0.0313	0.5721	0.0593	0.0232	0.4248	0.0440	0.0098	0.1222	0.0181	0.0099	0.1237	0.0183	0.0099	0.1234	0.0183	0.0098	0.1222	0.0181	0.0029	0.2491	0.0057	0.0038	0.3234	0.0074	0.0033	0.2881	0.0066	0.0029	0.2496	0.0057	0.0271	0.0879	0.0414	0.0284	0.0920	0.0434	0.0572	0.1853	0.0874	0.0506	0.1638	0.0773	0.0161	0.1884	0.0296	0.0170	0.1986	0.0312	0.0169	0.1980	0.0312	0.0164	0.1918	0.0302	0.0467	0.8312	0.0884	0.0472	0.8408	0.0894	0.0484	0.8612	0.0916	0.0480	0.8552	0.0910	0.0736	0.8154	0.1351	0.0785	0.8696	0.1441	0.0767	0.8494	0.1407	0.0742	0.8214	0.1361	0.0138	0.2245	0.0261	0.0315	0.5110	0.0593	0.0228	0.3696	0.0429	0.0138	0.2245	0.0261	0.0552	0.8043	0.1032	0.0590	0.8600	0.1104	0.0571	0.8325	0.1069	0.0552	0.8046	0.1033	0.0086	0.5802	0.0169	0.0098	0.6647	0.0193	0.0093	0.6309	0.0184	0.0086	0.5854	0.0170	0.0723	0.8397	0.1331	0.0767	0.8916	0.1413	0.0761	0.8838	0.1401	0.0735	0.8541	0.1354
0.3805	2.9999	3203	0.7696	0.4176	0.4475	0.4320	0.5030	0.5391	0.5204	0.4889	0.5240	0.5059	0.4411	0.4727	0.4563	0.0	0.0	0.0	0	0.0	0.0	0	0.0	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0146	0.4914	0.0283	0.0164	0.5524	0.0318	0.0188	0.6330	0.0364	0.0174	0.5883	0.0339	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0538	0.5285	0.0977	0.0591	0.5801	0.1072	0.0570	0.5597	0.1035	0.0542	0.5325	0.0984	0.0559	0.3887	0.0977	0.0608	0.4230	0.1063	0.0604	0.4204	0.1056	0.0577	0.4014	0.1009	0.0335	0.2329	0.0585	0.0592	0.4116	0.1034	0.0469	0.3266	0.0821	0.0336	0.2337	0.0587	0.0614	0.6805	0.1127	0.0805	0.8916	0.1476	0.0715	0.7917	0.1311	0.0617	0.6841	0.1133	0.0020	0.3906	0.0041	0.0022	0.4182	0.0044	0.0032	0.6031	0.0063	0.0031	0.5829	0.0061	0.0066	0.4709	0.0131	0.0073	0.5176	0.0143	0.0070	0.4968	0.0138	0.0067	0.4734	0.0131	0.0	0.0	0	0.0	0.0	0	0.0	0.0	0	0.0	0.0	0	0.0252	0.6548	0.0486	0.0270	0.7001	0.0519	0.0280	0.7281	0.0540	0.0270	0.7009	0.0520	0.0039	0.3869	0.0078	0.0066	0.6462	0.0130	0.0056	0.5499	0.0111	0.0042	0.4087	0.0083	0.0587	0.6001	0.1070	0.0778	0.7951	0.1418	0.0691	0.7060	0.1259	0.0591	0.6038	0.1076	0.0084	0.6352	0.0165	0.0086	0.6566	0.0170	0.0097	0.7411	0.0192	0.0096	0.7265	0.0189	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0550	0.4630	0.0982	0.0804	0.6774	0.1438	0.0688	0.5798	0.1230	0.0556	0.4682	0.0994	0.0130	0.6785	0.0254	0.0132	0.6919	0.0259	0.0141	0.7405	0.0277	0.0139	0.7304	0.0274	0.0173	0.4649	0.0333	0.0280	0.7544	0.0540	0.0226	0.6101	0.0437	0.0173	0.4649	0.0333	0.0798	0.6694	0.1426	0.0808	0.6779	0.1445	0.0817	0.6852	0.1460	0.0810	0.6791	0.1447	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0219	0.4320	0.0417	0.0373	0.7346	0.0710	0.0296	0.5838	0.0564	0.0220	0.4325	0.0418	0.0135	0.1275	0.0245	0.0136	0.1281	0.0246	0.0136	0.1285	0.0247	0.0135	0.1276	0.0245	0.0038	0.3305	0.0075	0.0047	0.4157	0.0094	0.0043	0.3792	0.0086	0.0038	0.3332	0.0075	0.0259	0.0976	0.0410	0.0265	0.0997	0.0419	0.0636	0.2392	0.1005	0.0569	0.2141	0.0899	0.0165	0.1845	0.0303	0.0172	0.1926	0.0316	0.0173	0.1931	0.0317	0.0168	0.1885	0.0309	0.0463	0.8187	0.0877	0.0470	0.8299	0.0889	0.0482	0.8518	0.0912	0.0478	0.8453	0.0905	0.0725	0.8091	0.1331	0.0779	0.8697	0.1430	0.0757	0.8449	0.1390	0.0729	0.8138	0.1339	0.0173	0.2360	0.0322	0.0385	0.5254	0.0718	0.0281	0.3829	0.0523	0.0173	0.2364	0.0323	0.0569	0.8136	0.1063	0.0606	0.8667	0.1133	0.0588	0.8405	0.1098	0.0569	0.8139	0.1064	0.0077	0.5533	0.0151	0.0089	0.6438	0.0176	0.0084	0.6027	0.0165	0.0077	0.5555	0.0152	0.0736	0.8396	0.1353	0.0783	0.8932	0.1439	0.0776	0.8852	0.1426	0.0749	0.8547	0.1377
0.3541	3.9993	4270	0.8397	0.4099	0.4211	0.4155	0.4919	0.5053	0.4985	0.4868	0.5001	0.4933	0.4390	0.4510	0.4449	0	0.0	0	0	0.0	0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0147	0.4875	0.0285	0.0162	0.5383	0.0315	0.0190	0.6310	0.0369	0.0178	0.5907	0.0346	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0533	0.5206	0.0966	0.0578	0.5647	0.1048	0.0561	0.5487	0.1018	0.0537	0.5254	0.0975	0.0539	0.3702	0.0941	0.0582	0.3996	0.1016	0.0584	0.4013	0.1020	0.0560	0.3845	0.0977	0.0350	0.2278	0.0607	0.0600	0.3899	0.1039	0.0481	0.3127	0.0834	0.0351	0.2282	0.0609	0.0598	0.6741	0.1098	0.0784	0.8841	0.1440	0.0694	0.7829	0.1275	0.0599	0.6756	0.1100	0.0022	0.4403	0.0044	0.0023	0.4582	0.0046	0.0032	0.6396	0.0064	0.0032	0.6253	0.0063	0.0057	0.4846	0.0112	0.0062	0.5349	0.0123	0.0060	0.5131	0.0118	0.0057	0.4866	0.0112	0.0	0.0	0	0.0	0.0	0	0.0	0.0	0	0.0	0.0	0	0.0237	0.6381	0.0457	0.0254	0.6844	0.0491	0.0263	0.7077	0.0507	0.0253	0.6813	0.0488	0.0043	0.4462	0.0084	0.0056	0.5840	0.0110	0.0051	0.5371	0.0101	0.0044	0.4657	0.0088	0.0580	0.5771	0.1054	0.0771	0.7667	0.1401	0.0683	0.6796	0.1241	0.0583	0.5800	0.1060	0.0087	0.6329	0.0172	0.0089	0.6494	0.0176	0.0102	0.7437	0.0202	0.0100	0.7263	0.0197	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0550	0.3609	0.0954	0.0824	0.5411	0.1430	0.0724	0.4751	0.1256	0.0572	0.3759	0.0994	0.0111	0.6480	0.0218	0.0114	0.6652	0.0223	0.0125	0.7320	0.0246	0.0123	0.7196	0.0242	0.0154	0.4344	0.0297	0.0254	0.7178	0.0491	0.0204	0.5764	0.0394	0.0154	0.4344	0.0297	0.0781	0.6563	0.1396	0.0789	0.6633	0.1411	0.0803	0.6748	0.1435	0.0794	0.6676	0.1420	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0228	0.4389	0.0433	0.0371	0.7157	0.0706	0.0300	0.5780	0.0570	0.0228	0.4396	0.0434	0.0125	0.1251	0.0227	0.0126	0.1261	0.0229	0.0127	0.1271	0.0230	0.0126	0.1261	0.0229	0.0036	0.3572	0.0071	0.0044	0.4335	0.0087	0.0041	0.4040	0.0081	0.0037	0.3631	0.0072	0.0260	0.0818	0.0394	0.0269	0.0846	0.0408	0.0738	0.2324	0.1120	0.0649	0.2043	0.0985	0.0157	0.1930	0.0291	0.0163	0.1999	0.0301	0.0162	0.1989	0.0300	0.0159	0.1952	0.0294	0.0455	0.8053	0.0861	0.0461	0.8158	0.0873	0.0478	0.8464	0.0905	0.0474	0.8391	0.0898	0.0718	0.7832	0.1316	0.0775	0.8449	0.1420	0.0753	0.8209	0.1379	0.0724	0.7896	0.1327	0.0150	0.2321	0.0283	0.0331	0.5103	0.0621	0.0242	0.3734	0.0454	0.0151	0.2323	0.0283	0.0562	0.8060	0.1051	0.0598	0.8568	0.1117	0.0580	0.8317	0.1085	0.0562	0.8062	0.1051	0.0068	0.5431	0.0134	0.0074	0.5916	0.0146	0.0071	0.5717	0.0141	0.0068	0.5470	0.0135	0.0709	0.8324	0.1307	0.0755	0.8865	0.1392	0.0746	0.8757	0.1375	0.0720	0.8455	0.1328
0.3227	4.9996	5338	0.8953	0.3765	0.3660	0.3712	0.4528	0.4402	0.4464	0.4603	0.4474	0.4538	0.4146	0.4030	0.4087	0	0.0	0	0	0.0	0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0133	0.4841	0.0260	0.0148	0.5378	0.0288	0.0172	0.6234	0.0334	0.0161	0.5823	0.0312	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0420	0.4900	0.0773	0.0459	0.5361	0.0846	0.0444	0.5180	0.0818	0.0423	0.4934	0.0779	0.0452	0.3549	0.0802	0.0490	0.3846	0.0869	0.0489	0.3843	0.0868	0.0468	0.3676	0.0831	0.0328	0.2209	0.0572	0.0576	0.3880	0.1004	0.0458	0.3084	0.0798	0.0329	0.2214	0.0573	0.0554	0.6551	0.1021	0.0742	0.8778	0.1368	0.0653	0.7721	0.1204	0.0557	0.6583	0.1026	0.0013	0.4555	0.0025	0.0014	0.4960	0.0028	0.0017	0.6083	0.0034	0.0016	0.5749	0.0032	0.0045	0.4375	0.0088	0.0049	0.4831	0.0097	0.0047	0.4625	0.0093	0.0045	0.4392	0.0089	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0163	0.5944	0.0318	0.0178	0.6491	0.0347	0.0179	0.6508	0.0348	0.0171	0.6221	0.0333	0.0024	0.4014	0.0047	0.0030	0.5068	0.0059	0.0029	0.4956	0.0058	0.0025	0.4304	0.0050	0.0548	0.4212	0.0969	0.0728	0.5602	0.1289	0.0659	0.5072	0.1167	0.0561	0.4318	0.0993	0.0072	0.6369	0.0142	0.0075	0.6633	0.0148	0.0084	0.7438	0.0166	0.0082	0.7233	0.0161	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0512	0.2529	0.0851	0.0764	0.3775	0.1270	0.0713	0.3525	0.1186	0.0564	0.2788	0.0938	0.0088	0.6548	0.0174	0.0091	0.6715	0.0179	0.0101	0.7523	0.0200	0.0100	0.7421	0.0197	0.0096	0.3868	0.0186	0.0162	0.6562	0.0316	0.0129	0.5215	0.0251	0.0096	0.3868	0.0186	0.0668	0.6017	0.1202	0.0677	0.6100	0.1218	0.0701	0.6316	0.1261	0.0689	0.6211	0.1240	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0145	0.3851	0.0279	0.0251	0.6680	0.0484	0.0199	0.5277	0.0383	0.0145	0.3860	0.0280	0.0089	0.1321	0.0167	0.0090	0.1336	0.0169	0.0090	0.1338	0.0169	0.0089	0.1325	0.0167	0.0239	0.0582	0.0339	0.0245	0.0596	0.0347	0.0815	0.1983	0.1155	0.0732	0.1782	0.1038	0.0013	0.3241	0.0025	0.0016	0.4146	0.0032	0.0015	0.3759	0.0029	0.0013	0.3285	0.0025	0.0148	0.1833	0.0274	0.0153	0.1897	0.0284	0.0155	0.1915	0.0287	0.0152	0.1877	0.0281	0.0426	0.7984	0.0808	0.0430	0.8073	0.0817	0.0450	0.8433	0.0854	0.0447	0.8380	0.0848	0.0661	0.7832	0.1219	0.0712	0.8433	0.1312	0.0692	0.8201	0.1276	0.0666	0.7894	0.1229	0.0096	0.2184	0.0184	0.0219	0.4976	0.0419	0.0158	0.3601	0.0303	0.0096	0.2190	0.0185	0.0513	0.7872	0.0964	0.0549	0.8418	0.1031	0.0531	0.8149	0.0998	0.0513	0.7875	0.0964	0.0049	0.5539	0.0097	0.0053	0.5999	0.0105	0.0051	0.5785	0.0102	0.0049	0.5552	0.0098	0.0676	0.8228	0.1249	0.0720	0.8765	0.1331	0.0715	0.8698	0.1321	0.0690	0.8397	0.1275
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0.2767	6.9992	7473	0.9234	0.3935	0.3930	0.3932	0.4719	0.4714	0.4716	0.4770	0.4764	0.4767	0.4309	0.4304	0.4306	0	0.0	0	0	0.0	0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0136	0.5063	0.0266	0.0150	0.5561	0.0292	0.0174	0.6460	0.0339	0.0163	0.6055	0.0318	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0480	0.5042	0.0877	0.0520	0.5458	0.0949	0.0506	0.5313	0.0924	0.0485	0.5090	0.0885	0.0494	0.3579	0.0869	0.0538	0.3891	0.0945	0.0539	0.3899	0.0947	0.0514	0.3722	0.0904	0.0335	0.2271	0.0584	0.0584	0.3957	0.1018	0.0465	0.3153	0.0811	0.0336	0.2277	0.0586	0.0575	0.6606	0.1058	0.0772	0.8866	0.1421	0.0678	0.7783	0.1247	0.0577	0.6627	0.1062	0.0016	0.4353	0.0033	0.0018	0.4711	0.0035	0.0023	0.6092	0.0046	0.0022	0.5866	0.0044	0.0054	0.4212	0.0106	0.0059	0.4601	0.0116	0.0057	0.4445	0.0112	0.0054	0.4244	0.0107	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0225	0.6703	0.0436	0.0242	0.7193	0.0468	0.0249	0.7410	0.0482	0.0240	0.7128	0.0464	0.0041	0.4447	0.0082	0.0053	0.5686	0.0105	0.0051	0.5519	0.0102	0.0045	0.4818	0.0089	0.0568	0.4725	0.1013	0.0757	0.6298	0.1351	0.0682	0.5676	0.1218	0.0579	0.4819	0.1034	0.0075	0.6265	0.0149	0.0079	0.6526	0.0155	0.0087	0.7253	0.0173	0.0085	0.7059	0.0168	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0529	0.4015	0.0934	0.0768	0.5830	0.1356	0.0673	0.5111	0.1189	0.0543	0.4124	0.0960	0.0103	0.5646	0.0203	0.0106	0.5805	0.0208	0.0130	0.7142	0.0256	0.0128	0.7024	0.0252	0.0119	0.4089	0.0232	0.0198	0.6801	0.0385	0.0159	0.5448	0.0309	0.0119	0.4089	0.0232	0.0729	0.5397	0.1285	0.0740	0.5476	0.1304	0.0792	0.5856	0.1395	0.0774	0.5724	0.1363	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0185	0.4082	0.0354	0.0312	0.6879	0.0597	0.0249	0.5497	0.0477	0.0186	0.4092	0.0355	0.0118	0.1274	0.0216	0.0119	0.1289	0.0218	0.0120	0.1299	0.0220	0.0119	0.1285	0.0218	0.0020	0.3163	0.0041	0.0026	0.3974	0.0051	0.0024	0.3756	0.0048	0.0021	0.3273	0.0042	0.0246	0.0645	0.0356	0.0252	0.0661	0.0365	0.0822	0.2155	0.1190	0.0744	0.1951	0.1077	0.0149	0.1853	0.0277	0.0155	0.1927	0.0288	0.0155	0.1917	0.0286	0.0151	0.1877	0.0280	0.0436	0.8117	0.0827	0.0441	0.8220	0.0837	0.0457	0.8516	0.0867	0.0454	0.8456	0.0861	0.0691	0.7752	0.1269	0.0742	0.8321	0.1362	0.0724	0.8126	0.1330	0.0698	0.7830	0.1282	0.0134	0.2383	0.0253	0.0292	0.5201	0.0552	0.0213	0.3807	0.0404	0.0134	0.2385	0.0253	0.0530	0.7966	0.0993	0.0567	0.8522	0.1063	0.0548	0.8248	0.1028	0.0530	0.7968	0.0993	0.0056	0.5117	0.0112	0.0061	0.5530	0.0121	0.0059	0.5361	0.0117	0.0057	0.5154	0.0113	0.0699	0.8210	0.1289	0.0746	0.8756	0.1375	0.0739	0.8676	0.1362	0.0713	0.8369	0.1314
0.2571	7.9948	8536	0.9225	0.3845	0.3819	0.3832	0.4607	0.4576	0.4592	0.4679	0.4647	0.4663	0.4225	0.4197	0.4211	0	0.0	0	0	0.0	0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0134	0.5023	0.0262	0.0148	0.5534	0.0288	0.0171	0.6408	0.0334	0.0160	0.5998	0.0313	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0448	0.5018	0.0823	0.0488	0.5459	0.0895	0.0473	0.5301	0.0869	0.0452	0.5062	0.0830	0.0458	0.3551	0.0811	0.0496	0.3844	0.0878	0.0498	0.3858	0.0881	0.0476	0.3693	0.0844	0.0327	0.2255	0.0571	0.0572	0.3947	0.1000	0.0455	0.3141	0.0796	0.0328	0.2262	0.0573	0.0560	0.6530	0.1032	0.0752	0.8766	0.1386	0.0660	0.7696	0.1216	0.0562	0.6551	0.1035	0.0016	0.4279	0.0031	0.0017	0.4718	0.0035	0.0022	0.6027	0.0044	0.0021	0.5737	0.0042	0.0054	0.4114	0.0107	0.0058	0.4419	0.0115	0.0057	0.4303	0.0112	0.0054	0.4144	0.0108	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0204	0.6598	0.0396	0.0220	0.7097	0.0426	0.0225	0.7262	0.0436	0.0216	0.6979	0.0419	0.0035	0.4054	0.0070	0.0045	0.5115	0.0088	0.0044	0.4997	0.0086	0.0038	0.4364	0.0075	0.0555	0.4075	0.0976	0.0739	0.5426	0.1300	0.0678	0.4980	0.1193	0.0576	0.4229	0.1013	0.0071	0.6169	0.0141	0.0074	0.6452	0.0147	0.0082	0.7127	0.0163	0.0080	0.6903	0.0157	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0.0	0	0.0	0.0	0	0.0	0.0	0	0.0	0.0	0	0.0520	0.3250	0.0897	0.0757	0.4724	0.1304	0.0693	0.4329	0.1195	0.0557	0.3481	0.0961	0.0095	0.5751	0.0186	0.0098	0.5953	0.0192	0.0118	0.7175	0.0232	0.0116	0.7039	0.0228	0.0107	0.4121	0.0208	0.0175	0.6764	0.0341	0.0141	0.5443	0.0275	0.0107	0.4121	0.0208	0.0694	0.5315	0.1228	0.0703	0.5383	0.1244	0.0758	0.5803	0.1341	0.0741	0.5675	0.1311	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0172	0.4005	0.0329	0.0293	0.6826	0.0562	0.0233	0.5429	0.0447	0.0172	0.4015	0.0330	0.0112	0.1262	0.0205	0.0113	0.1276	0.0207	0.0114	0.1286	0.0209	0.0113	0.1274	0.0207	0.0018	0.3505	0.0035	0.0021	0.4212	0.0042	0.0020	0.3950	0.0040	0.0018	0.3550	0.0036	0.0242	0.0664	0.0355	0.0248	0.0681	0.0363	0.0787	0.2164	0.1155	0.0713	0.1958	0.1045	0.0146	0.1839	0.0270	0.0151	0.1911	0.0281	0.0151	0.1903	0.0280	0.0148	0.1865	0.0274	0.0428	0.8030	0.0813	0.0434	0.8135	0.0823	0.0451	0.8456	0.0856	0.0447	0.8396	0.0850	0.0684	0.7532	0.1253	0.0732	0.8063	0.1342	0.0718	0.7911	0.1316	0.0692	0.7630	0.1270	0.0103	0.2259	0.0196	0.0234	0.5152	0.0447	0.0169	0.3720	0.0323	0.0103	0.2261	0.0196	0.0510	0.7802	0.0957	0.0550	0.8411	0.1032	0.0530	0.8110	0.0995	0.0510	0.7804	0.0957	0.0059	0.4900	0.0117	0.0063	0.5256	0.0125	0.0062	0.5128	0.0122	0.0060	0.4934	0.0118	0.0677	0.8160	0.1251	0.0723	0.8711	0.1335	0.0716	0.8628	0.1322	0.0690	0.8320	0.1275

Framework versions

Transformers 4.40.2
Pytorch 2.3.1+cu121
Datasets 2.20.0
Tokenizers 0.19.1

nttaii/userReviewed-20250320180340

userReviewed-20250320180340

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

nttaii/
userReviewed-20250320180340