bert-base-multilingual-cased-iob2

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: 0.2974
Overall Strict Precision: 0.7641
Overall Strict Recall: 0.7337
Overall Strict F1: 0.7486
Overall Ent Type Precision: 0.8498
Overall Ent Type Recall: 0.8160
Overall Ent Type F1: 0.8325
Overall Partial Precision: 0.8185
Overall Partial Recall: 0.7860
Overall Partial F1: 0.8019
Overall Exact Precision: 0.7733
Overall Exact Recall: 0.7425
Overall Exact F1: 0.7576
Checkout Strict Precision: 0.2514
Checkout Strict Recall: 0.9163
Checkout Strict F1: 0.3945
Checkout Ent Type Precision: 0.2554
Checkout Ent Type Recall: 0.9308
Checkout Ent Type F1: 0.4008
Checkout Partial Precision: 0.2551
Checkout Partial Recall: 0.9296
Checkout Partial F1: 0.4003
Checkout Exact Precision: 0.2529
Checkout Exact Recall: 0.9218
Checkout Exact F1: 0.3969
Companyname Strict Precision: 0.1808
Companyname Strict Recall: 0.6805
Companyname Strict F1: 0.2857
Companyname Ent Type Precision: 0.2291
Companyname Ent Type Recall: 0.8626
Companyname Ent Type F1: 0.3621
Companyname Partial Precision: 0.2071
Companyname Partial Recall: 0.7798
Companyname Partial F1: 0.3273
Companyname Exact Precision: 0.1817
Companyname Exact Recall: 0.6839
Companyname Exact F1: 0.2871
Taxamount Strict Precision: 0.0821
Taxamount Strict Recall: 0.7972
Taxamount Strict F1: 0.1489
Taxamount Ent Type Precision: 0.0923
Taxamount Ent Type Recall: 0.8964
Taxamount Ent Type F1: 0.1674
Taxamount Partial Precision: 0.0874
Taxamount Partial Recall: 0.8488
Taxamount Partial F1: 0.1585
Taxamount Exact Precision: 0.0823
Taxamount Exact Recall: 0.7987
Taxamount Exact F1: 0.1492
Hotelcountry Strict Precision: 0.0535
Hotelcountry Strict Recall: 0.7571
Hotelcountry Strict F1: 0.0999
Hotelcountry Ent Type Precision: 0.0543
Hotelcountry Ent Type Recall: 0.7685
Hotelcountry Ent Type F1: 0.1014
Hotelcountry Partial Precision: 0.0558
Hotelcountry Partial Recall: 0.7895
Hotelcountry Partial F1: 0.1042
Hotelcountry Exact Precision: 0.0552
Hotelcountry Exact Recall: 0.7812
Hotelcountry Exact F1: 0.1031
Bookingnumber Strict Precision: 0.0240
Bookingnumber Strict Recall: 0.4847
Bookingnumber Strict F1: 0.0458
Bookingnumber Ent Type Precision: 0.0270
Bookingnumber Ent Type Recall: 0.5442
Bookingnumber Ent Type F1: 0.0514
Bookingnumber Partial Precision: 0.0312
Bookingnumber Partial Recall: 0.6287
Bookingnumber Partial F1: 0.0594
Bookingnumber Exact Precision: 0.0293
Bookingnumber Exact Recall: 0.5919
Bookingnumber Exact F1: 0.0559
Companycountry Strict Precision: 0.1474
Companycountry Strict Recall: 0.8856
Companycountry Strict F1: 0.2528
Companycountry Ent Type Precision: 0.1484
Companycountry Ent Type Recall: 0.8916
Companycountry Ent Type F1: 0.2545
Companycountry Partial Precision: 0.1511
Companycountry Partial Recall: 0.9075
Companycountry Partial F1: 0.2590
Companycountry Exact Precision: 0.1505
Companycountry Exact Recall: 0.9039
Companycountry Exact F1: 0.2580
Hoteladdress Strict Precision: 0.1252
Hoteladdress Strict Recall: 0.4625
Hoteladdress Strict F1: 0.1971
Hoteladdress Ent Type Precision: 0.1906
Hoteladdress Ent Type Recall: 0.7036
Hoteladdress Ent Type F1: 0.2999
Hoteladdress Partial Precision: 0.1598
Hoteladdress Partial Recall: 0.5900
Hoteladdress Partial F1: 0.2515
Hoteladdress Exact Precision: 0.1257
Hoteladdress Exact Recall: 0.4641
Hoteladdress Exact F1: 0.1978
Invoicedate Strict Precision: 0.2289
Invoicedate Strict Recall: 0.9155
Invoicedate Strict F1: 0.3663
Invoicedate Ent Type Precision: 0.2340
Invoicedate Ent Type Recall: 0.9358
Invoicedate Ent Type F1: 0.3744
Invoicedate Partial Precision: 0.2328
Invoicedate Partial Recall: 0.9310
Invoicedate Partial F1: 0.3725
Invoicedate Exact Precision: 0.2301
Invoicedate Exact Recall: 0.9201
Invoicedate Exact F1: 0.3681
Hotelfaxnumber Strict Precision: 0.1180
Hotelfaxnumber Strict Recall: 0.7929
Hotelfaxnumber Strict F1: 0.2054
Hotelfaxnumber Ent Type Precision: 0.1353
Hotelfaxnumber Ent Type Recall: 0.9095
Hotelfaxnumber Ent Type F1: 0.2356
Hotelfaxnumber Partial Precision: 0.1267
Hotelfaxnumber Partial Recall: 0.8518
Hotelfaxnumber Partial F1: 0.2206
Hotelfaxnumber Exact Precision: 0.1180
Hotelfaxnumber Exact Recall: 0.7929
Hotelfaxnumber Exact F1: 0.2054
Grossamount Strict Precision: 0.1594
Grossamount Strict Recall: 0.6848
Grossamount Strict F1: 0.2585
Grossamount Ent Type Precision: 0.1733
Grossamount Ent Type Recall: 0.7448
Grossamount Ent Type F1: 0.2812
Grossamount Partial Precision: 0.1678
Grossamount Partial Recall: 0.7211
Grossamount Partial F1: 0.2723
Grossamount Exact Precision: 0.1603
Grossamount Exact Recall: 0.6887
Grossamount Exact F1: 0.2600
Cardnumber Strict Precision: 0.0067
Cardnumber Strict Recall: 0.2984
Cardnumber Strict F1: 0.0130
Cardnumber Ent Type Precision: 0.0092
Cardnumber Ent Type Recall: 0.4137
Cardnumber Ent Type F1: 0.0180
Cardnumber Partial Precision: 0.0081
Cardnumber Partial Recall: 0.3613
Cardnumber Partial F1: 0.0158
Cardnumber Exact Precision: 0.0068
Cardnumber Exact Recall: 0.3031
Cardnumber Exact F1: 0.0132
Hotelvatnumber Strict Precision: 0.1250
Hotelvatnumber Strict Recall: 0.6952
Hotelvatnumber Strict F1: 0.2119
Hotelvatnumber Ent Type Precision: 0.1339
Hotelvatnumber Ent Type Recall: 0.7447
Hotelvatnumber Ent Type F1: 0.2270
Hotelvatnumber Partial Precision: 0.1362
Hotelvatnumber Partial Recall: 0.7578
Hotelvatnumber Partial F1: 0.2309
Hotelvatnumber Exact Precision: 0.1314
Hotelvatnumber Exact Recall: 0.7307
Hotelvatnumber Exact F1: 0.2227
Currencycode Strict Precision: 0.0972
Currencycode Strict Recall: 0.5224
Currencycode Strict F1: 0.1640
Currencycode Ent Type Precision: 0.0975
Currencycode Ent Type Recall: 0.5240
Currencycode Ent Type F1: 0.1645
Currencycode Partial Precision: 0.0975
Currencycode Partial Recall: 0.5237
Currencycode Partial F1: 0.1644
Currencycode Exact Precision: 0.0973
Currencycode Exact Recall: 0.5227
Currencycode Exact F1: 0.1641
Companyaddress Strict Precision: 0.1936
Companyaddress Strict Recall: 0.7439
Companyaddress Strict F1: 0.3073
Companyaddress Ent Type Precision: 0.2348
Companyaddress Ent Type Recall: 0.9019
Companyaddress Ent Type F1: 0.3726
Companyaddress Partial Precision: 0.2163
Companyaddress Partial Recall: 0.8311
Companyaddress Partial F1: 0.3433
Companyaddress Exact Precision: 0.1945
Companyaddress Exact Recall: 0.7470
Companyaddress Exact F1: 0.3086
Roomno Strict Precision: 0.2453
Roomno Strict Recall: 0.8533
Roomno Strict F1: 0.3810
Roomno Ent Type Precision: 0.2473
Roomno Ent Type Recall: 0.8603
Roomno Ent Type F1: 0.3842
Roomno Partial Precision: 0.2482
Roomno Partial Recall: 0.8634
Roomno Partial F1: 0.3856
Roomno Exact Precision: 0.2470
Roomno Exact Recall: 0.8594
Roomno Exact F1: 0.3838
Pagenumber Strict Precision: 0.1251
Pagenumber Strict Recall: 0.8043
Pagenumber Strict F1: 0.2165
Pagenumber Ent Type Precision: 0.1276
Pagenumber Ent Type Recall: 0.8202
Pagenumber Ent Type F1: 0.2208
Pagenumber Partial Precision: 0.1268
Pagenumber Partial Recall: 0.8150
Pagenumber Partial F1: 0.2194
Pagenumber Exact Precision: 0.1255
Pagenumber Exact Recall: 0.8071
Pagenumber Exact F1: 0.2173
Hoteltaxcode Strict Precision: 0.0349
Hoteltaxcode Strict Recall: 0.4864
Hoteltaxcode Strict F1: 0.0651
Hoteltaxcode Ent Type Precision: 0.0374
Hoteltaxcode Ent Type Recall: 0.5214
Hoteltaxcode Ent Type F1: 0.0697
Hoteltaxcode Partial Precision: 0.0406
Hoteltaxcode Partial Recall: 0.5662
Hoteltaxcode Partial F1: 0.0757
Hoteltaxcode Exact Precision: 0.0388
Hoteltaxcode Exact Recall: 0.5420
Hoteltaxcode Exact F1: 0.0725
Companycity Strict Precision: 0.2155
Companycity Strict Recall: 0.8504
Companycity Strict F1: 0.3439
Companycity Ent Type Precision: 0.2283
Companycity Ent Type Recall: 0.9007
Companycity Ent Type F1: 0.3642
Companycity Partial Precision: 0.2265
Companycity Partial Recall: 0.8937
Companycity Partial F1: 0.3614
Companycity Exact Precision: 0.2193
Companycity Exact Recall: 0.8652
Companycity Exact F1: 0.3499
Invoicenumber Strict Precision: 0.2156
Invoicenumber Strict Recall: 0.8511
Invoicenumber Strict F1: 0.3441
Invoicenumber Ent Type Precision: 0.2291
Invoicenumber Ent Type Recall: 0.9044
Invoicenumber Ent Type F1: 0.3656
Invoicenumber Partial Precision: 0.2245
Invoicenumber Partial Recall: 0.8862
Invoicenumber Partial F1: 0.3583
Invoicenumber Exact Precision: 0.2176
Invoicenumber Exact Recall: 0.8587
Invoicenumber Exact F1: 0.3472
Travellername Strict Precision: 0.1623
Travellername Strict Recall: 0.5202
Travellername Strict F1: 0.2474
Travellername Ent Type Precision: 0.2302
Travellername Ent Type Recall: 0.7378
Travellername Ent Type F1: 0.3509
Travellername Partial Precision: 0.1976
Travellername Partial Recall: 0.6335
Travellername Partial F1: 0.3013
Travellername Exact Precision: 0.1631
Travellername Exact Recall: 0.5227
Travellername Exact F1: 0.2486
Reservationnumber Strict Precision: 0.0292
Reservationnumber Strict Recall: 0.5002
Reservationnumber Strict F1: 0.0551
Reservationnumber Ent Type Precision: 0.0306
Reservationnumber Ent Type Recall: 0.5242
Reservationnumber Ent Type F1: 0.0578
Reservationnumber Partial Precision: 0.0370
Reservationnumber Partial Recall: 0.6349
Reservationnumber Partial F1: 0.0700
Reservationnumber Exact Precision: 0.0356
Reservationnumber Exact Recall: 0.6112
Reservationnumber Exact F1: 0.0674
Externalreservationnumber Strict Precision: 0.0059
Externalreservationnumber Strict Recall: 0.3321
Externalreservationnumber Strict F1: 0.0116
Externalreservationnumber Ent Type Precision: 0.0064
Externalreservationnumber Ent Type Recall: 0.3596
Externalreservationnumber Ent Type F1: 0.0125
Externalreservationnumber Partial Precision: 0.0112
Externalreservationnumber Partial Recall: 0.6314
Externalreservationnumber Partial F1: 0.0220
Externalreservationnumber Exact Precision: 0.0107
Externalreservationnumber Exact Recall: 0.6010
Externalreservationnumber Exact F1: 0.0210
Hotelname Strict Precision: 0.1080
Hotelname Strict Recall: 0.3619
Hotelname Strict F1: 0.1663
Hotelname Ent Type Precision: 0.1695
Hotelname Ent Type Recall: 0.5680
Hotelname Ent Type F1: 0.2611
Hotelname Partial Precision: 0.1401
Hotelname Partial Recall: 0.4694
Hotelname Partial F1: 0.2158
Hotelname Exact Precision: 0.1081
Hotelname Exact Recall: 0.3624
Hotelname Exact F1: 0.1666
Companyzipcode Strict Precision: 0.2288
Companyzipcode Strict Recall: 0.9149
Companyzipcode Strict F1: 0.3660
Companyzipcode Ent Type Precision: 0.2354
Companyzipcode Ent Type Recall: 0.9413
Companyzipcode Ent Type F1: 0.3766
Companyzipcode Partial Precision: 0.2340
Companyzipcode Partial Recall: 0.9355
Companyzipcode Partial F1: 0.3743
Companyzipcode Exact Precision: 0.2300
Companyzipcode Exact Recall: 0.9199
Companyzipcode Exact F1: 0.3681
Hotelzipcode Strict Precision: 0.1837
Hotelzipcode Strict Recall: 0.7299
Hotelzipcode Strict F1: 0.2936
Hotelzipcode Ent Type Precision: 0.1943
Hotelzipcode Ent Type Recall: 0.7720
Hotelzipcode Ent Type F1: 0.3105
Hotelzipcode Partial Precision: 0.1904
Hotelzipcode Partial Recall: 0.7565
Hotelzipcode Partial F1: 0.3043
Hotelzipcode Exact Precision: 0.1847
Hotelzipcode Exact Recall: 0.7336
Hotelzipcode Exact F1: 0.2951
Hotelemail Strict Precision: 0.1714
Hotelemail Strict Recall: 0.8925
Hotelemail Strict F1: 0.2876
Hotelemail Ent Type Precision: 0.1789
Hotelemail Ent Type Recall: 0.9314
Hotelemail Ent Type F1: 0.3001
Hotelemail Partial Precision: 0.1752
Hotelemail Partial Recall: 0.9123
Hotelemail Partial F1: 0.2940
Hotelemail Exact Precision: 0.1715
Hotelemail Exact Recall: 0.8929
Hotelemail Exact F1: 0.2877
Checkin Strict Precision: 0.2498
Checkin Strict Recall: 0.9046
Checkin Strict F1: 0.3915
Checkin Ent Type Precision: 0.2562
Checkin Ent Type Recall: 0.9277
Checkin Ent Type F1: 0.4015
Checkin Partial Precision: 0.2554
Checkin Partial Recall: 0.9249
Checkin Partial F1: 0.4003
Checkin Exact Precision: 0.2517
Checkin Exact Recall: 0.9114
Checkin Exact F1: 0.3945
Hotelcity Strict Precision: 0.1757
Hotelcity Strict Recall: 0.6833
Hotelcity Strict F1: 0.2795
Hotelcity Ent Type Precision: 0.1903
Hotelcity Ent Type Recall: 0.7403
Hotelcity Ent Type F1: 0.3028
Hotelcity Partial Precision: 0.1866
Hotelcity Partial Recall: 0.7259
Hotelcity Partial F1: 0.2969
Hotelcity Exact Precision: 0.1782
Hotelcity Exact Recall: 0.6932
Hotelcity Exact F1: 0.2835
Cardtype Strict Precision: 0.0427
Cardtype Strict Recall: 0.5200
Cardtype Strict F1: 0.0789
Cardtype Ent Type Precision: 0.0483
Cardtype Ent Type Recall: 0.5881
Cardtype Ent Type F1: 0.0893
Cardtype Partial Precision: 0.0456
Cardtype Partial Recall: 0.5556
Cardtype Partial F1: 0.0843
Cardtype Exact Precision: 0.0428
Cardtype Exact Recall: 0.5215
Cardtype Exact F1: 0.0791
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
Companyvatnumber Strict Precision: 0.0521
Companyvatnumber Strict Recall: 0.6493
Companyvatnumber Strict F1: 0.0965
Companyvatnumber Ent Type Precision: 0.0557
Companyvatnumber Ent Type Recall: 0.6943
Companyvatnumber Ent Type F1: 0.1032
Companyvatnumber Partial Precision: 0.0584
Companyvatnumber Partial Recall: 0.7275
Companyvatnumber Partial F1: 0.1081
Companyvatnumber Exact Precision: 0.0562
Companyvatnumber Exact Recall: 0.6995
Companyvatnumber Exact F1: 0.1040
Netamount Strict Precision: 0.0936
Netamount Strict Recall: 0.7706
Netamount Strict F1: 0.1670
Netamount Ent Type Precision: 0.1055
Netamount Ent Type Recall: 0.8687
Netamount Ent Type F1: 0.1882
Netamount Partial Precision: 0.1005
Netamount Partial Recall: 0.8273
Netamount Partial F1: 0.1793
Netamount Exact Precision: 0.0942
Netamount Exact Recall: 0.7751
Netamount Exact F1: 0.1680
Hotelphonenumber Strict Precision: 0.1604
Hotelphonenumber Strict Recall: 0.7595
Hotelphonenumber Strict F1: 0.2649
Hotelphonenumber Ent Type Precision: 0.1935
Hotelphonenumber Ent Type Recall: 0.9159
Hotelphonenumber Ent Type F1: 0.3195
Hotelphonenumber Partial Precision: 0.1772
Hotelphonenumber Partial Recall: 0.8387
Hotelphonenumber Partial F1: 0.2926
Hotelphonenumber Exact Precision: 0.1606
Hotelphonenumber Exact Recall: 0.7601
Hotelphonenumber Exact F1: 0.2651
Documenttype Strict Precision: 0.1940
Documenttype Strict Recall: 0.7799
Documenttype Strict F1: 0.3107
Documenttype Ent Type Precision: 0.2124
Documenttype Ent Type Recall: 0.8539
Documenttype Ent Type F1: 0.3402
Documenttype Partial Precision: 0.2035
Documenttype Partial Recall: 0.8182
Documenttype Partial F1: 0.3260
Documenttype Exact Precision: 0.1941
Documenttype Exact Recall: 0.7805
Documenttype Exact F1: 0.3109

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
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
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	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	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	Taxamount Strict Precision	Taxamount Strict Recall	Taxamount Strict F1	Taxamount Ent Type Precision	Taxamount Ent Type Recall	Taxamount Ent Type F1	Taxamount Partial Precision	Taxamount Partial Recall	Taxamount Partial F1	Taxamount Exact Precision	Taxamount Exact Recall	Taxamount Exact F1	Hotelcountry Strict Precision	Hotelcountry Strict Recall	Hotelcountry Strict F1	Hotelcountry Ent Type Precision	Hotelcountry Ent Type Recall	Hotelcountry Ent Type F1	Hotelcountry Partial Precision	Hotelcountry Partial Recall	Hotelcountry Partial F1	Hotelcountry Exact Precision	Hotelcountry Exact Recall	Hotelcountry Exact F1	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	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	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	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	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	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	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	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	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	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	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	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	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	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	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	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	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	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	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	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	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	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	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	Hotelbankaccount Strict Recall	Hotelbankaccount Ent Type Recall	Hotelbankaccount Partial Recall	Hotelbankaccount Exact Recall	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	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	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
0.1189	1.0	9218	0.2215	0.7764	0.7214	0.7479	0.8577	0.7969	0.8262	0.8294	0.7707	0.7990	0.7862	0.7305	0.7573	0.2678	0.9068	0.4135	0.2716	0.9198	0.4194	0.2711	0.9179	0.4185	0.2689	0.9107	0.4152	0.1966	0.7090	0.3079	0.2424	0.8739	0.3795	0.2220	0.8003	0.3476	0.1978	0.7132	0.3097	0.0908	0.6901	0.1604	0.1019	0.7749	0.1802	0.0970	0.7377	0.1715	0.0912	0.6935	0.1612	0.0537	0.7681	0.1004	0.0552	0.7892	0.1032	0.0557	0.7964	0.1041	0.0548	0.7842	0.1025	0.0330	0.4784	0.0617	0.0389	0.5639	0.0727	0.0426	0.6182	0.0797	0.0391	0.5677	0.0732	0.1574	0.8577	0.2660	0.1594	0.8687	0.2694	0.1621	0.8832	0.2739	0.1610	0.8772	0.2721	0.1384	0.4766	0.2145	0.1985	0.6836	0.3077	0.1708	0.5881	0.2647	0.1390	0.4785	0.2154	0.2408	0.8971	0.3797	0.2477	0.9227	0.3905	0.2465	0.9181	0.3886	0.2428	0.9046	0.3829	0.1281	0.7936	0.2206	0.1439	0.8913	0.2478	0.1362	0.8435	0.2345	0.1282	0.7939	0.2207	0.1757	0.6300	0.2747	0.1929	0.6917	0.3016	0.1864	0.6687	0.2916	0.1775	0.6367	0.2776	0.0104	0.3446	0.0202	0.0139	0.4592	0.0269	0.0123	0.4060	0.0238	0.0105	0.3476	0.0204	0.1326	0.6564	0.2206	0.1432	0.7092	0.2383	0.1464	0.7252	0.2437	0.1404	0.6952	0.2336	0.1025	0.4867	0.1693	0.1030	0.4892	0.1702	0.1028	0.4882	0.1699	0.1025	0.4869	0.1694	0.2113	0.7810	0.3326	0.2475	0.9149	0.3896	0.2321	0.8579	0.3653	0.2130	0.7873	0.3353	0.2557	0.8102	0.3887	0.2578	0.8167	0.3919	0.2594	0.8219	0.3943	0.2581	0.8178	0.3924	0.1365	0.8389	0.2348	0.1378	0.8467	0.2370	0.1373	0.8438	0.2362	0.1367	0.8398	0.2351	0.0439	0.4721	0.0803	0.0476	0.5115	0.0870	0.0523	0.5619	0.0956	0.0493	0.5302	0.0902	0.2270	0.8299	0.3565	0.2420	0.8847	0.3800	0.2404	0.8789	0.3775	0.2318	0.8475	0.3640	0.2333	0.8502	0.3661	0.2461	0.8970	0.3863	0.2423	0.8831	0.3803	0.2356	0.8587	0.3698	0.1800	0.5478	0.2710	0.2449	0.7452	0.3686	0.2139	0.6510	0.3220	0.1806	0.5497	0.2719	0.0327	0.6199	0.0622	0.0339	0.6412	0.0643	0.0379	0.7176	0.0720	0.0369	0.6992	0.0701	0.0038	0.2779	0.0075	0.0046	0.3394	0.0092	0.0074	0.5424	0.0146	0.0068	0.4975	0.0134	0.1118	0.3693	0.1717	0.1707	0.5637	0.2621	0.1430	0.4722	0.2195	0.1119	0.3695	0.1718	0.2421	0.9020	0.3817	0.2483	0.9252	0.3915	0.2486	0.9262	0.3919	0.2445	0.9113	0.3856	0.1882	0.6862	0.2954	0.1995	0.7273	0.3131	0.1958	0.7136	0.3073	0.1898	0.6917	0.2978	0.1787	0.8661	0.2963	0.1878	0.9100	0.3113	0.1833	0.8883	0.3039	0.1788	0.8663	0.2964	0.2666	0.9037	0.4117	0.2732	0.9260	0.4219	0.2720	0.9219	0.4200	0.2683	0.9093	0.4143	0.1821	0.6431	0.2838	0.1961	0.6925	0.3057	0.1934	0.6830	0.3015	0.1853	0.6544	0.2888	0.0522	0.4805	0.0941	0.0587	0.5410	0.1059	0.0556	0.5123	0.1003	0.0523	0.4821	0.0944	0	0	0	0	0.0501	0.6255	0.0927	0.0559	0.6981	0.1035	0.0558	0.6975	0.1034	0.0527	0.6587	0.0976	0.0990	0.6830	0.1729	0.1130	0.7796	0.1974	0.1080	0.7452	0.1887	0.1004	0.6927	0.1754	0.1730	0.7719	0.2826	0.2050	0.9151	0.3350	0.1892	0.8444	0.3091	0.1731	0.7726	0.2828	0.2086	0.7479	0.3262	0.2286	0.8197	0.3576	0.2192	0.7860	0.3428	0.2088	0.7487	0.3266
0.0916	2.0	18436	0.2270	0.7627	0.7416	0.7520	0.8439	0.8205	0.8321	0.8137	0.7911	0.8022	0.7711	0.7498	0.7603	0.2380	0.9211	0.3783	0.2415	0.9345	0.3838	0.2409	0.9322	0.3829	0.2391	0.9252	0.3800	0.1747	0.7068	0.2801	0.2193	0.8873	0.3517	0.1984	0.8030	0.3182	0.1755	0.7101	0.2814	0.0794	0.7840	0.1441	0.0878	0.8676	0.1595	0.0839	0.8290	0.1524	0.0795	0.7852	0.1444	0.0479	0.7429	0.0900	0.0491	0.7614	0.0922	0.0499	0.7736	0.0937	0.0492	0.7629	0.0924	0.0214	0.4846	0.0410	0.0243	0.5498	0.0465	0.0277	0.6270	0.0530	0.0260	0.5883	0.0497	0.1403	0.8796	0.2420	0.1419	0.8896	0.2447	0.1441	0.9033	0.2485	0.1431	0.8975	0.2469	0.1253	0.4944	0.1999	0.1862	0.7347	0.2971	0.1570	0.6197	0.2506	0.1258	0.4963	0.2007	0.2207	0.9211	0.3560	0.2248	0.9386	0.3628	0.2241	0.9354	0.3615	0.2219	0.9261	0.3580	0.1137	0.8059	0.1992	0.1292	0.9163	0.2265	0.1215	0.8613	0.2129	0.1137	0.8059	0.1992	0.1530	0.6553	0.2480	0.1691	0.7246	0.2743	0.1630	0.6985	0.2644	0.1545	0.6621	0.2506	0.0085	0.2874	0.0164	0.0115	0.3898	0.0223	0.0101	0.3416	0.0195	0.0085	0.2894	0.0166	0.1176	0.6893	0.2008	0.1266	0.7425	0.2164	0.1294	0.7588	0.2211	0.1244	0.7294	0.2125	0.0952	0.4914	0.1595	0.0957	0.4938	0.1603	0.0955	0.4929	0.1600	0.0953	0.4917	0.1596	0.1917	0.7751	0.3074	0.2262	0.9144	0.3627	0.2110	0.8531	0.3383	0.1927	0.7792	0.3090	0.2246	0.8801	0.3578	0.2259	0.8853	0.3600	0.2271	0.8897	0.3618	0.2263	0.8869	0.3607	0.1221	0.8414	0.2132	0.1232	0.8490	0.2151	0.1228	0.8463	0.2144	0.1222	0.8423	0.2134	0.0251	0.4474	0.0475	0.0281	0.5012	0.0532	0.0287	0.5125	0.0544	0.0269	0.4794	0.0509	0.2080	0.8492	0.3342	0.2199	0.8975	0.3532	0.2187	0.8927	0.3513	0.2118	0.8646	0.3402	0.2042	0.8310	0.3278	0.2186	0.8895	0.3509	0.2135	0.8688	0.3428	0.2062	0.8389	0.3310	0.1595	0.5633	0.2486	0.2125	0.7505	0.3312	0.1873	0.6615	0.2919	0.1603	0.5660	0.2498	0.0273	0.5713	0.0521	0.0289	0.6041	0.0551	0.0328	0.6864	0.0626	0.0315	0.6595	0.0602	0.0027	0.3525	0.0054	0.0033	0.4282	0.0066	0.0050	0.6397	0.0098	0.0044	0.5640	0.0087	0.0983	0.3693	0.1553	0.1548	0.5812	0.2444	0.1279	0.4803	0.2020	0.0986	0.3701	0.1557	0.2214	0.9191	0.3568	0.2267	0.9411	0.3654	0.2262	0.9390	0.3646	0.2230	0.9256	0.3594	0.1776	0.7445	0.2868	0.1870	0.7840	0.3020	0.1838	0.7706	0.2969	0.1788	0.7495	0.2887	0.1632	0.8727	0.2750	0.1713	0.9159	0.2886	0.1673	0.8946	0.2819	0.1633	0.8729	0.2751	0.2377	0.9160	0.3775	0.2437	0.9390	0.3869	0.2426	0.9350	0.3853	0.2392	0.9219	0.3799	0.1662	0.6853	0.2676	0.1815	0.7484	0.2922	0.1773	0.7310	0.2854	0.1689	0.6962	0.2718	0.0461	0.4990	0.0845	0.0516	0.5575	0.0944	0.0491	0.5304	0.0898	0.0463	0.5010	0.0848	0.0	0.0	0.0	0.0	0.0489	0.6449	0.0909	0.0536	0.7067	0.0996	0.0554	0.7304	0.1029	0.0528	0.6959	0.0981	0.0898	0.7507	0.1605	0.1010	0.8442	0.1805	0.0961	0.8034	0.1717	0.0904	0.7553	0.1615	0.1566	0.7752	0.2605	0.1857	0.9193	0.3090	0.1714	0.8484	0.2851	0.1567	0.7757	0.2607	0.1885	0.7804	0.3037	0.2049	0.8481	0.3300	0.1971	0.8158	0.3174	0.1887	0.7813	0.3040
0.0764	3.0	27654	0.2364	0.7783	0.7346	0.7558	0.8609	0.8125	0.8360	0.8313	0.7846	0.8073	0.7874	0.7432	0.7646	0.2717	0.8869	0.4159	0.2756	0.8998	0.4219	0.2760	0.9010	0.4225	0.2738	0.8938	0.4192	0.2019	0.7207	0.3155	0.2465	0.8800	0.3852	0.2265	0.8083	0.3538	0.2031	0.7251	0.3174	0.0877	0.7672	0.1574	0.1002	0.8771	0.1799	0.0942	0.8241	0.1690	0.0879	0.7689	0.1577	0.0583	0.7362	0.1081	0.0595	0.7509	0.1103	0.0612	0.7717	0.1133	0.0603	0.7606	0.1117	0.0285	0.4776	0.0538	0.0330	0.5530	0.0622	0.0364	0.6111	0.0688	0.0338	0.5666	0.0638	0.1594	0.8731	0.2696	0.1608	0.8811	0.2720	0.1636	0.8964	0.2767	0.1627	0.8915	0.2752	0.1455	0.5032	0.2258	0.2091	0.7230	0.3244	0.1801	0.6226	0.2793	0.1461	0.5051	0.2266	0.2435	0.9162	0.3847	0.2493	0.9379	0.3938	0.2478	0.9323	0.3915	0.2446	0.9204	0.3865	0.1293	0.7933	0.2224	0.1463	0.8972	0.2515	0.1382	0.8479	0.2377	0.1297	0.7953	0.2230	0.1736	0.6521	0.2742	0.1909	0.7172	0.3016	0.1843	0.6922	0.2911	0.1751	0.6579	0.2766	0.0072	0.2982	0.0141	0.0099	0.4094	0.0193	0.0086	0.3557	0.0168	0.0073	0.3001	0.0142	0.1362	0.6883	0.2274	0.1445	0.7306	0.2413	0.1488	0.7520	0.2484	0.1441	0.7286	0.2407	0.1106	0.5231	0.1826	0.1112	0.5259	0.1835	0.1109	0.5247	0.1831	0.1106	0.5232	0.1826	0.2132	0.7760	0.3345	0.2510	0.9138	0.3939	0.2343	0.8529	0.3676	0.2143	0.7800	0.3362	0.2645	0.8282	0.4009	0.2665	0.8345	0.4040	0.2676	0.8380	0.4057	0.2664	0.8343	0.4039	0.1391	0.8411	0.2387	0.1400	0.8471	0.2403	0.1398	0.8458	0.2400	0.1393	0.8428	0.2391	0.0393	0.4910	0.0728	0.0429	0.5352	0.0794	0.0463	0.5779	0.0857	0.0439	0.5485	0.0813	0.2284	0.8438	0.3595	0.2435	0.8996	0.3833	0.2408	0.8893	0.3789	0.2321	0.8576	0.3654	0.2303	0.8547	0.3629	0.2445	0.9071	0.3851	0.2389	0.8866	0.3764	0.2317	0.8599	0.3651	0.1919	0.5469	0.2841	0.2614	0.7451	0.3870	0.2287	0.652	0.3386	0.1929	0.5498	0.2856	0.0317	0.4954	0.0597	0.0340	0.5308	0.0639	0.0393	0.6128	0.0738	0.0372	0.5806	0.0699	0.0079	0.3537	0.0154	0.0089	0.4025	0.0175	0.0146	0.6561	0.0285	0.0134	0.6037	0.0262	0.1203	0.3705	0.1817	0.1861	0.5731	0.2810	0.1549	0.4770	0.2339	0.1205	0.3711	0.1820	0.2447	0.9212	0.3867	0.2509	0.9444	0.3965	0.2497	0.9400	0.3946	0.2461	0.9263	0.3889	0.1993	0.7365	0.3137	0.2105	0.7779	0.3313	0.2064	0.7628	0.3249	0.2003	0.7401	0.3152	0.1838	0.8827	0.3042	0.1924	0.9241	0.3184	0.1881	0.9037	0.3114	0.1838	0.8830	0.3043	0.2681	0.9037	0.4135	0.2746	0.9256	0.4236	0.2737	0.9224	0.4221	0.2701	0.9102	0.4165	0.1926	0.6818	0.3003	0.2071	0.7332	0.3230	0.2038	0.7215	0.3178	0.1953	0.6914	0.3045	0.0425	0.5074	0.0785	0.0481	0.5739	0.0887	0.0455	0.5434	0.0840	0.0427	0.5101	0.0789	0.0	0.0	0.0	0.0	0.0510	0.6340	0.0944	0.0569	0.7080	0.1054	0.0575	0.7157	0.1065	0.0541	0.6722	0.1001	0.0996	0.7579	0.1760	0.1125	0.8564	0.1989	0.1069	0.8136	0.1889	0.1000	0.7613	0.1768	0.1737	0.7681	0.2833	0.2069	0.9152	0.3375	0.1905	0.8424	0.3107	0.1737	0.7684	0.2834	0.2113	0.7679	0.3314	0.2311	0.8400	0.3625	0.2216	0.8053	0.3475	0.2114	0.7685	0.3316
0.0656	4.0	36872	0.2488	0.7752	0.7394	0.7569	0.8572	0.8176	0.8369	0.8281	0.7898	0.8085	0.7847	0.7484	0.7661	0.2619	0.9151	0.4072	0.2660	0.9295	0.4136	0.2657	0.9282	0.4131	0.2635	0.9207	0.4097	0.1955	0.7118	0.3067	0.2414	0.8788	0.3787	0.2211	0.8049	0.3469	0.1965	0.7156	0.3084	0.0845	0.7952	0.1527	0.0960	0.9040	0.1736	0.0904	0.8514	0.1635	0.0846	0.7966	0.1530	0.0572	0.7669	0.1065	0.0580	0.7766	0.1079	0.0598	0.8010	0.1113	0.0592	0.7932	0.1102	0.0262	0.4871	0.0497	0.0292	0.5439	0.0555	0.0337	0.6271	0.0640	0.0317	0.5896	0.0602	0.1559	0.8698	0.2644	0.1569	0.8756	0.2661	0.1601	0.8935	0.2716	0.1594	0.8892	0.2703	0.1355	0.4918	0.2124	0.2000	0.7260	0.3135	0.1697	0.6163	0.2662	0.1362	0.4945	0.2136	0.2403	0.9195	0.3810	0.2455	0.9394	0.3893	0.2443	0.9350	0.3874	0.2415	0.9242	0.3829	0.1257	0.7953	0.2171	0.1430	0.9047	0.2470	0.1346	0.8513	0.2324	0.1258	0.7961	0.2173	0.1685	0.6874	0.2706	0.1842	0.7517	0.2960	0.1780	0.7264	0.2860	0.1697	0.6924	0.2726	0.0073	0.3337	0.0142	0.0095	0.4383	0.0187	0.0085	0.3891	0.0166	0.0073	0.3358	0.0143	0.1373	0.6660	0.2277	0.1472	0.7138	0.2441	0.1519	0.7367	0.2519	0.1464	0.7100	0.2428	0.1080	0.5066	0.1781	0.1084	0.5085	0.1787	0.1085	0.5090	0.1789	0.1081	0.5070	0.1782	0.2082	0.7666	0.3275	0.2457	0.9044	0.3864	0.2295	0.8450	0.3610	0.2093	0.7704	0.3292	0.2570	0.8494	0.3947	0.2600	0.8593	0.3993	0.2611	0.8627	0.4009	0.2594	0.8572	0.3983	0.1355	0.8251	0.2328	0.1366	0.8319	0.2347	0.1364	0.8308	0.2344	0.1359	0.8274	0.2334	0.0354	0.5073	0.0662	0.0385	0.5523	0.0721	0.0401	0.5744	0.0749	0.0383	0.5489	0.0716	0.2248	0.8471	0.3554	0.2390	0.9003	0.3777	0.2366	0.8915	0.3740	0.2286	0.8612	0.3613	0.2271	0.8554	0.3589	0.2415	0.9099	0.3817	0.2361	0.8896	0.3732	0.2287	0.8616	0.3615	0.1808	0.5585	0.2731	0.2463	0.7610	0.3722	0.2146	0.6629	0.3242	0.1814	0.5605	0.2741	0.0303	0.5356	0.0573	0.0316	0.5596	0.0599	0.0375	0.6645	0.0711	0.0362	0.6413	0.0686	0.0076	0.3625	0.0149	0.0082	0.3923	0.0162	0.0143	0.6802	0.0280	0.0137	0.6514	0.0268	0.1152	0.3685	0.1755	0.1804	0.5768	0.2748	0.1496	0.4783	0.2279	0.1154	0.3691	0.1759	0.2397	0.9200	0.3803	0.2465	0.9463	0.3911	0.2450	0.9407	0.3888	0.2410	0.9251	0.3823	0.1934	0.7350	0.3062	0.2043	0.7764	0.3234	0.2003	0.7614	0.3172	0.1944	0.7391	0.3079	0.1797	0.8836	0.2987	0.1882	0.9253	0.3127	0.1840	0.9047	0.3058	0.1798	0.8839	0.2988	0.2598	0.9054	0.4037	0.2663	0.9283	0.4139	0.2655	0.9255	0.4126	0.2617	0.9123	0.4067	0.1844	0.6909	0.2911	0.1984	0.7432	0.3132	0.1949	0.7300	0.3076	0.1869	0.7001	0.2950	0.0468	0.4658	0.0850	0.0533	0.5305	0.0969	0.0502	0.5001	0.0913	0.0470	0.4675	0.0854	0.0	0.0	0.0	0.0	0.0593	0.6635	0.1089	0.0626	0.7000	0.1149	0.0654	0.7311	0.1200	0.0634	0.7093	0.1164	0.0988	0.7803	0.1754	0.1100	0.8686	0.1952	0.1054	0.8323	0.1871	0.0994	0.7852	0.1765	0.1710	0.7672	0.2797	0.2036	0.9133	0.3330	0.1875	0.8413	0.3067	0.1711	0.7675	0.2798	0.2075	0.7774	0.3275	0.2254	0.8444	0.3558	0.2167	0.8120	0.3421	0.2076	0.7780	0.3278
0.0553	5.0	46090	0.2570	0.7719	0.7348	0.7529	0.8539	0.8128	0.8329	0.8255	0.7858	0.8051	0.7820	0.7443	0.7627	0.2594	0.9081	0.4036	0.2632	0.9213	0.4094	0.2628	0.9198	0.4088	0.2608	0.9130	0.4057	0.1920	0.7052	0.3019	0.2372	0.8711	0.3729	0.2171	0.7971	0.3412	0.1932	0.7094	0.3037	0.0859	0.7774	0.1547	0.0967	0.8749	0.1741	0.0915	0.8284	0.1648	0.0861	0.7792	0.1551	0.0539	0.7583	0.1007	0.0547	0.7686	0.1021	0.0560	0.7870	0.1045	0.0555	0.7802	0.1036	0.0272	0.4627	0.0513	0.0304	0.5176	0.0574	0.0354	0.6037	0.0669	0.0333	0.5666	0.0628	0.1532	0.8745	0.2608	0.1544	0.8811	0.2627	0.1575	0.8989	0.2681	0.1568	0.8947	0.2668	0.1331	0.4771	0.2081	0.1980	0.7097	0.3096	0.1673	0.5997	0.2616	0.1334	0.4782	0.2086	0.2358	0.9127	0.3748	0.2411	0.9331	0.3832	0.2400	0.9288	0.3814	0.2371	0.9178	0.3769	0.1219	0.7836	0.2109	0.1404	0.9025	0.2430	0.1313	0.8441	0.2272	0.1219	0.7841	0.2111	0.1658	0.6822	0.2667	0.1809	0.7446	0.2911	0.1751	0.7206	0.2817	0.1670	0.6871	0.2686	0.0074	0.2962	0.0144	0.0106	0.4235	0.0206	0.0090	0.3616	0.0176	0.0074	0.2980	0.0145	0.1316	0.6751	0.2203	0.1404	0.7205	0.2351	0.1446	0.7419	0.2420	0.1396	0.7160	0.2336	0.1013	0.5223	0.1697	0.1014	0.5230	0.1699	0.1014	0.5230	0.1699	0.1013	0.5226	0.1698	0.2054	0.7699	0.3243	0.2424	0.9084	0.3826	0.2264	0.8486	0.3575	0.2067	0.7748	0.3264	0.2580	0.8381	0.3945	0.2596	0.8434	0.3970	0.2612	0.8486	0.3995	0.2602	0.8453	0.3979	0.1303	0.8062	0.2244	0.1324	0.8190	0.2279	0.1318	0.8151	0.2269	0.1307	0.8087	0.2251	0.0332	0.4429	0.0618	0.0365	0.4862	0.0679	0.0401	0.5343	0.0746	0.0379	0.5044	0.0704	0.2235	0.8529	0.3542	0.2362	0.9015	0.3743	0.2346	0.8955	0.3718	0.2275	0.8684	0.3606	0.2240	0.8550	0.3550	0.2381	0.9087	0.3774	0.2332	0.8899	0.3695	0.2260	0.8623	0.3581	0.1779	0.5496	0.2688	0.2445	0.7554	0.3695	0.2127	0.6572	0.3214	0.1786	0.5517	0.2698	0.0311	0.4816	0.0585	0.0328	0.5071	0.0615	0.0403	0.6245	0.0758	0.0386	0.5978	0.0725	0.0064	0.3645	0.0127	0.0069	0.3933	0.0136	0.0110	0.6217	0.0216	0.0103	0.5843	0.0203	0.1075	0.3683	0.1664	0.1631	0.5586	0.2524	0.1367	0.4682	0.2116	0.1077	0.3690	0.1668	0.2349	0.9109	0.3735	0.2431	0.9425	0.3865	0.2413	0.9356	0.3837	0.2365	0.9171	0.3761	0.1894	0.7288	0.3007	0.1997	0.7684	0.3170	0.1961	0.7546	0.3113	0.1904	0.7327	0.3023	0.1775	0.8921	0.2960	0.1850	0.9297	0.3085	0.1813	0.9112	0.3024	0.1775	0.8923	0.2961	0.2571	0.9080	0.4007	0.2626	0.9276	0.4093	0.2621	0.9257	0.4085	0.2588	0.9142	0.4034	0.1837	0.6876	0.2900	0.1971	0.7376	0.3111	0.1943	0.7270	0.3066	0.1864	0.6976	0.2942	0.0448	0.5292	0.0827	0.0508	0.5997	0.0937	0.0480	0.5662	0.0885	0.0450	0.5307	0.0829	0.0	0.0	0.0	0.0	0.0583	0.6244	0.1067	0.0624	0.6681	0.1142	0.0666	0.7126	0.1218	0.0639	0.6844	0.1169	0.0978	0.7473	0.1730	0.1104	0.8434	0.1953	0.1054	0.8049	0.1863	0.0987	0.7537	0.1745	0.1638	0.7409	0.2683	0.2000	0.9049	0.3276	0.1822	0.8243	0.2985	0.1639	0.7416	0.2685	0.1986	0.7728	0.3160	0.2179	0.8482	0.3468	0.2087	0.8121	0.3320	0.1988	0.7738	0.3164
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Framework versions

Transformers 4.40.2
Pytorch 2.3.1+cu121
Datasets 2.20.0
Tokenizers 0.19.1

nttaii
/

bert-base-multilingual-cased-iob2

bert-base-multilingual-cased-iob2

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

Model tree for nttaii/bert-base-multilingual-cased-iob2

Evaluation results