bert-base-multilingual-cased-iob2-20240817115157
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: 0.2180
- Overall Strict Precision: 0.7750
- Overall Strict Recall: 0.7163
- Overall Strict F1: 0.7445
- Overall Ent Type Precision: 0.8604
- Overall Ent Type Recall: 0.7953
- Overall Ent Type F1: 0.8266
- Overall Partial Precision: 0.8316
- Overall Partial Recall: 0.7687
- Overall Partial F1: 0.7989
- Overall Exact Precision: 0.7860
- Overall Exact Recall: 0.7266
- Overall Exact F1: 0.7551
- Travellername Strict Precision: 0.1848
- Travellername Strict Recall: 0.5323
- Travellername Strict F1: 0.2743
- Travellername Ent Type Precision: 0.2526
- Travellername Ent Type Recall: 0.7278
- Travellername Ent Type F1: 0.3751
- Travellername Partial Precision: 0.2206
- Travellername Partial Recall: 0.6354
- Travellername Partial F1: 0.3275
- Travellername Exact Precision: 0.1858
- Travellername Exact Recall: 0.5352
- Travellername Exact F1: 0.2758
- Hotelfaxnumber Strict Precision: 0.1303
- Hotelfaxnumber Strict Recall: 0.8042
- Hotelfaxnumber Strict F1: 0.2243
- Hotelfaxnumber Ent Type Precision: 0.1475
- Hotelfaxnumber Ent Type Recall: 0.9106
- Hotelfaxnumber Ent Type F1: 0.2539
- Hotelfaxnumber Partial Precision: 0.1391
- Hotelfaxnumber Partial Recall: 0.8582
- Hotelfaxnumber Partial F1: 0.2393
- Hotelfaxnumber Exact Precision: 0.1304
- Hotelfaxnumber Exact Recall: 0.8047
- Hotelfaxnumber Exact F1: 0.2244
- Reservationnumber Strict Precision: 0.0378
- Reservationnumber Strict Recall: 0.5212
- Reservationnumber Strict F1: 0.0704
- Reservationnumber Ent Type Precision: 0.0391
- Reservationnumber Ent Type Recall: 0.5403
- Reservationnumber Ent Type F1: 0.0730
- Reservationnumber Partial Precision: 0.0469
- Reservationnumber Partial Recall: 0.6467
- Reservationnumber Partial F1: 0.0874
- Reservationnumber Exact Precision: 0.0453
- Reservationnumber Exact Recall: 0.6256
- Reservationnumber Exact F1: 0.0845
- Checkin Strict Precision: 0.2700
- Checkin Strict Recall: 0.9011
- Checkin Strict F1: 0.4155
- Checkin Ent Type Precision: 0.2764
- Checkin Ent Type Recall: 0.9225
- Checkin Ent Type F1: 0.4254
- Checkin Partial Precision: 0.2755
- Checkin Partial Recall: 0.9194
- Checkin Partial F1: 0.4240
- Checkin Exact Precision: 0.2718
- Checkin Exact Recall: 0.9070
- Checkin Exact F1: 0.4182
- Hotelcountry Strict Precision: 0.0574
- Hotelcountry Strict Recall: 0.7585
- Hotelcountry Strict F1: 0.1067
- Hotelcountry Ent Type Precision: 0.0583
- Hotelcountry Ent Type Recall: 0.7715
- Hotelcountry Ent Type F1: 0.1085
- Hotelcountry Partial Precision: 0.0598
- Hotelcountry Partial Recall: 0.7910
- Hotelcountry Partial F1: 0.1112
- Hotelcountry Exact Precision: 0.0592
- Hotelcountry Exact Recall: 0.7830
- Hotelcountry Exact F1: 0.1101
- Grossamount Strict Precision: 0.1730
- Grossamount Strict Recall: 0.6264
- Grossamount Strict F1: 0.2711
- Grossamount Ent Type Precision: 0.1917
- Grossamount Ent Type Recall: 0.6941
- Grossamount Ent Type F1: 0.3004
- Grossamount Partial Precision: 0.1855
- Grossamount Partial Recall: 0.6718
- Grossamount Partial F1: 0.2907
- Grossamount Exact Precision: 0.1757
- Grossamount Exact Recall: 0.6361
- Grossamount Exact F1: 0.2753
- Cardtype Strict Precision: 0.0533
- Cardtype Strict Recall: 0.5270
- Cardtype Strict F1: 0.0968
- Cardtype Ent Type Precision: 0.0599
- Cardtype Ent Type Recall: 0.5924
- Cardtype Ent Type F1: 0.1088
- Cardtype Partial Precision: 0.0566
- Cardtype Partial Recall: 0.5602
- Cardtype Partial F1: 0.1029
- Cardtype Exact Precision: 0.0533
- Cardtype Exact Recall: 0.5274
- Cardtype Exact F1: 0.0969
- Invoicedate Strict Precision: 0.2460
- Invoicedate Strict Recall: 0.9007
- Invoicedate Strict F1: 0.3865
- Invoicedate Ent Type Precision: 0.2524
- Invoicedate Ent Type Recall: 0.9240
- Invoicedate Ent Type F1: 0.3964
- Invoicedate Partial Precision: 0.2514
- Invoicedate Partial Recall: 0.9206
- Invoicedate Partial F1: 0.3950
- Invoicedate Exact Precision: 0.2482
- Invoicedate Exact Recall: 0.9086
- Invoicedate Exact F1: 0.3898
- Companycountry Strict Precision: 0.1626
- Companycountry Strict Recall: 0.8583
- Companycountry Strict F1: 0.2735
- Companycountry Ent Type Precision: 0.1642
- Companycountry Ent Type Recall: 0.8664
- Companycountry Ent Type F1: 0.2761
- Companycountry Partial Precision: 0.1677
- Companycountry Partial Recall: 0.8850
- Companycountry Partial F1: 0.2820
- Companycountry Exact Precision: 0.1667
- Companycountry Exact Recall: 0.8799
- Companycountry Exact F1: 0.2804
- Pagenumber Strict Precision: 0.1410
- Pagenumber Strict Recall: 0.8348
- Pagenumber Strict F1: 0.2413
- Pagenumber Ent Type Precision: 0.1421
- Pagenumber Ent Type Recall: 0.8414
- Pagenumber Ent Type F1: 0.2432
- Pagenumber Partial Precision: 0.1418
- Pagenumber Partial Recall: 0.8394
- Pagenumber Partial F1: 0.2426
- Pagenumber Exact Precision: 0.1412
- Pagenumber Exact Recall: 0.8358
- Pagenumber Exact F1: 0.2416
- 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
- Taxamount Strict Precision: 0.0893
- Taxamount Strict Recall: 0.7111
- Taxamount Strict F1: 0.1587
- Taxamount Ent Type Precision: 0.1014
- Taxamount Ent Type Recall: 0.8077
- Taxamount Ent Type F1: 0.1802
- Taxamount Partial Precision: 0.0968
- Taxamount Partial Recall: 0.7708
- Taxamount Partial F1: 0.1720
- Taxamount Exact Precision: 0.0903
- Taxamount Exact Recall: 0.7187
- Taxamount Exact F1: 0.1604
- Companyname Strict Precision: 0.1979
- Companyname Strict Recall: 0.6918
- Companyname Strict F1: 0.3077
- Companyname Ent Type Precision: 0.2477
- Companyname Ent Type Recall: 0.8659
- Companyname Ent Type F1: 0.3852
- Companyname Partial Precision: 0.2257
- Companyname Partial Recall: 0.7890
- Companyname Partial F1: 0.3510
- Companyname Exact Precision: 0.1993
- Companyname Exact Recall: 0.6968
- Companyname Exact F1: 0.3099
- Checkout Strict Precision: 0.2663
- Checkout Strict Recall: 0.8915
- Checkout Strict F1: 0.4102
- Checkout Ent Type Precision: 0.2714
- Checkout Ent Type Recall: 0.9084
- Checkout Ent Type F1: 0.4179
- Checkout Partial Precision: 0.2705
- Checkout Partial Recall: 0.9053
- Checkout Partial F1: 0.4165
- Checkout Exact Precision: 0.2678
- Checkout Exact Recall: 0.8965
- Checkout Exact F1: 0.4124
- Invoicenumber Strict Precision: 0.2367
- Invoicenumber Strict Recall: 0.8469
- Invoicenumber Strict F1: 0.3700
- Invoicenumber Ent Type Precision: 0.2518
- Invoicenumber Ent Type Recall: 0.9009
- Invoicenumber Ent Type F1: 0.3936
- Invoicenumber Partial Precision: 0.2467
- Invoicenumber Partial Recall: 0.8827
- Invoicenumber Partial F1: 0.3856
- Invoicenumber Exact Precision: 0.2390
- Invoicenumber Exact Recall: 0.8552
- Invoicenumber Exact F1: 0.3736
- Companyaddress Strict Precision: 0.2148
- Companyaddress Strict Recall: 0.7642
- Companyaddress Strict F1: 0.3354
- Companyaddress Ent Type Precision: 0.2539
- Companyaddress Ent Type Recall: 0.9032
- Companyaddress Ent Type F1: 0.3964
- Companyaddress Partial Precision: 0.2371
- Companyaddress Partial Recall: 0.8434
- Companyaddress Partial F1: 0.3701
- Companyaddress Exact Precision: 0.2161
- Companyaddress Exact Recall: 0.7689
- Companyaddress Exact F1: 0.3374
- Hoteltaxcode Strict Precision: 0.0414
- Hoteltaxcode Strict Recall: 0.4850
- Hoteltaxcode Strict F1: 0.0764
- Hoteltaxcode Ent Type Precision: 0.0449
- Hoteltaxcode Ent Type Recall: 0.5261
- Hoteltaxcode Ent Type F1: 0.0828
- Hoteltaxcode Partial Precision: 0.0472
- Hoteltaxcode Partial Recall: 0.5523
- Hoteltaxcode Partial F1: 0.0869
- Hoteltaxcode Exact Precision: 0.0451
- Hoteltaxcode Exact Recall: 0.5279
- Hoteltaxcode Exact F1: 0.0831
- Hotelname Strict Precision: 0.1157
- Hotelname Strict Recall: 0.3341
- Hotelname Strict F1: 0.1718
- Hotelname Ent Type Precision: 0.1838
- Hotelname Ent Type Recall: 0.5308
- Hotelname Ent Type F1: 0.2730
- Hotelname Partial Precision: 0.1515
- Hotelname Partial Recall: 0.4375
- Hotelname Partial F1: 0.2250
- Hotelname Exact Precision: 0.1161
- Hotelname Exact Recall: 0.3352
- Hotelname Exact F1: 0.1725
- Hotelphonenumber Strict Precision: 0.1778
- Hotelphonenumber Strict Recall: 0.7666
- Hotelphonenumber Strict F1: 0.2887
- Hotelphonenumber Ent Type Precision: 0.2107
- Hotelphonenumber Ent Type Recall: 0.9082
- Hotelphonenumber Ent Type F1: 0.3420
- Hotelphonenumber Partial Precision: 0.1946
- Hotelphonenumber Partial Recall: 0.8388
- Hotelphonenumber Partial F1: 0.3159
- Hotelphonenumber Exact Precision: 0.1781
- Hotelphonenumber Exact Recall: 0.7678
- Hotelphonenumber Exact F1: 0.2891
- Currencycode Strict Precision: 0.1032
- Currencycode Strict Recall: 0.4967
- Currencycode Strict F1: 0.1709
- Currencycode Ent Type Precision: 0.1037
- Currencycode Ent Type Recall: 0.4993
- Currencycode Ent Type F1: 0.1718
- Currencycode Partial Precision: 0.1036
- Currencycode Partial Recall: 0.4984
- Currencycode Partial F1: 0.1715
- Currencycode Exact Precision: 0.1033
- Currencycode Exact Recall: 0.4970
- Currencycode Exact F1: 0.1710
- Companyvatnumber Strict Precision: 0.0638
- Companyvatnumber Strict Recall: 0.6369
- Companyvatnumber Strict F1: 0.1160
- Companyvatnumber Ent Type Precision: 0.0685
- Companyvatnumber Ent Type Recall: 0.6843
- Companyvatnumber Ent Type F1: 0.1246
- Companyvatnumber Partial Precision: 0.0747
- Companyvatnumber Partial Recall: 0.7461
- Companyvatnumber Partial F1: 0.1358
- Companyvatnumber Exact Precision: 0.0718
- Companyvatnumber Exact Recall: 0.7165
- Companyvatnumber Exact F1: 0.1304
- Roomno Strict Precision: 0.2656
- Roomno Strict Recall: 0.8117
- Roomno Strict F1: 0.4002
- Roomno Ent Type Precision: 0.2671
- Roomno Ent Type Recall: 0.8165
- Roomno Ent Type F1: 0.4026
- Roomno Partial Precision: 0.2687
- Roomno Partial Recall: 0.8211
- Roomno Partial F1: 0.4049
- Roomno Exact Precision: 0.2678
- Roomno Exact Recall: 0.8184
- Roomno Exact F1: 0.4035
- Companycity Strict Precision: 0.2323
- Companycity Strict Recall: 0.8316
- Companycity Strict F1: 0.3632
- Companycity Ent Type Precision: 0.2477
- Companycity Ent Type Recall: 0.8867
- Companycity Ent Type F1: 0.3873
- Companycity Partial Precision: 0.2456
- Companycity Partial Recall: 0.8793
- Companycity Partial F1: 0.3840
- Companycity Exact Precision: 0.2369
- Companycity Exact Recall: 0.8479
- Companycity Exact F1: 0.3703
- Cardnumber Strict Precision: 0.0084
- Cardnumber Strict Recall: 0.3321
- Cardnumber Strict F1: 0.0164
- Cardnumber Ent Type Precision: 0.0116
- Cardnumber Ent Type Recall: 0.4605
- Cardnumber Ent Type F1: 0.0227
- Cardnumber Partial Precision: 0.0101
- Cardnumber Partial Recall: 0.3986
- Cardnumber Partial F1: 0.0197
- Cardnumber Exact Precision: 0.0084
- Cardnumber Exact Recall: 0.3340
- Cardnumber Exact F1: 0.0165
- Companyzipcode Strict Precision: 0.2479
- Companyzipcode Strict Recall: 0.9024
- Companyzipcode Strict F1: 0.3889
- Companyzipcode Ent Type Precision: 0.2547
- Companyzipcode Ent Type Recall: 0.9271
- Companyzipcode Ent Type F1: 0.3996
- Companyzipcode Partial Precision: 0.2544
- Companyzipcode Partial Recall: 0.9259
- Companyzipcode Partial F1: 0.3991
- Companyzipcode Exact Precision: 0.2499
- Companyzipcode Exact Recall: 0.9098
- Companyzipcode Exact F1: 0.3922
- Bookingnumber Strict Precision: 0.0370
- Bookingnumber Strict Recall: 0.4536
- Bookingnumber Strict F1: 0.0685
- Bookingnumber Ent Type Precision: 0.0450
- Bookingnumber Ent Type Recall: 0.5516
- Bookingnumber Ent Type F1: 0.0833
- Bookingnumber Partial Precision: 0.0478
- Bookingnumber Partial Recall: 0.5854
- Bookingnumber Partial F1: 0.0884
- Bookingnumber Exact Precision: 0.0428
- Bookingnumber Exact Recall: 0.5240
- Bookingnumber Exact F1: 0.0791
- Documenttype Strict Precision: 0.2160
- Documenttype Strict Recall: 0.7639
- Documenttype Strict F1: 0.3368
- Documenttype Ent Type Precision: 0.2356
- Documenttype Ent Type Recall: 0.8333
- Documenttype Ent Type F1: 0.3674
- Documenttype Partial Precision: 0.2265
- Documenttype Partial Recall: 0.8008
- Documenttype Partial F1: 0.3531
- Documenttype Exact Precision: 0.2163
- Documenttype Exact Recall: 0.7649
- Documenttype Exact F1: 0.3373
- Hotelcity Strict Precision: 0.1917
- Hotelcity Strict Recall: 0.6587
- Hotelcity Strict F1: 0.2970
- Hotelcity Ent Type Precision: 0.2083
- Hotelcity Ent Type Recall: 0.7158
- Hotelcity Ent Type F1: 0.3227
- Hotelcity Partial Precision: 0.2039
- Hotelcity Partial Recall: 0.7007
- Hotelcity Partial F1: 0.3159
- Hotelcity Exact Precision: 0.1947
- Hotelcity Exact Recall: 0.6688
- Hotelcity Exact F1: 0.3016
- Hotelvatnumber Strict Precision: 0.1425
- Hotelvatnumber Strict Recall: 0.6630
- Hotelvatnumber Strict F1: 0.2345
- Hotelvatnumber Ent Type Precision: 0.1533
- Hotelvatnumber Ent Type Recall: 0.7137
- Hotelvatnumber Ent Type F1: 0.2524
- Hotelvatnumber Partial Precision: 0.1579
- Hotelvatnumber Partial Recall: 0.7348
- Hotelvatnumber Partial F1: 0.2599
- Hotelvatnumber Exact Precision: 0.1517
- Hotelvatnumber Exact Recall: 0.7059
- Hotelvatnumber Exact F1: 0.2497
- Netamount Strict Precision: 0.0994
- Netamount Strict Recall: 0.6505
- Netamount Strict F1: 0.1725
- Netamount Ent Type Precision: 0.1134
- Netamount Ent Type Recall: 0.7419
- Netamount Ent Type F1: 0.1967
- Netamount Partial Precision: 0.1111
- Netamount Partial Recall: 0.7268
- Netamount Partial F1: 0.1927
- Netamount Exact Precision: 0.1036
- Netamount Exact Recall: 0.6778
- Netamount Exact F1: 0.1797
- Hotelemail Strict Precision: 0.1859
- Hotelemail Strict Recall: 0.8743
- Hotelemail Strict F1: 0.3066
- Hotelemail Ent Type Precision: 0.1939
- Hotelemail Ent Type Recall: 0.9120
- Hotelemail Ent Type F1: 0.3198
- Hotelemail Partial Precision: 0.1900
- Hotelemail Partial Recall: 0.8936
- Hotelemail Partial F1: 0.3134
- Hotelemail Exact Precision: 0.1860
- Hotelemail Exact Recall: 0.8747
- Hotelemail Exact F1: 0.3068
- Hoteladdress Strict Precision: 0.1410
- Hoteladdress Strict Recall: 0.4698
- Hoteladdress Strict F1: 0.2169
- Hoteladdress Ent Type Precision: 0.2095
- Hoteladdress Ent Type Recall: 0.6980
- Hoteladdress Ent Type F1: 0.3223
- Hoteladdress Partial Precision: 0.1780
- Hoteladdress Partial Recall: 0.5929
- Hoteladdress Partial F1: 0.2738
- Hoteladdress Exact Precision: 0.1420
- Hoteladdress Exact Recall: 0.4730
- Hoteladdress Exact F1: 0.2184
- Hotelzipcode Strict Precision: 0.2011
- Hotelzipcode Strict Recall: 0.7114
- Hotelzipcode Strict F1: 0.3136
- Hotelzipcode Ent Type Precision: 0.2124
- Hotelzipcode Ent Type Recall: 0.7515
- Hotelzipcode Ent Type F1: 0.3312
- Hotelzipcode Partial Precision: 0.2084
- Hotelzipcode Partial Recall: 0.7374
- Hotelzipcode Partial F1: 0.3250
- Hotelzipcode Exact Precision: 0.2023
- Hotelzipcode Exact Recall: 0.7155
- Hotelzipcode Exact F1: 0.3154
- Externalreservationnumber Strict Precision: 0.0011
- Externalreservationnumber Strict Recall: 0.0832
- Externalreservationnumber Strict F1: 0.0021
- Externalreservationnumber Ent Type Precision: 0.0059
- Externalreservationnumber Ent Type Recall: 0.4640
- Externalreservationnumber Ent Type F1: 0.0117
- Externalreservationnumber Partial Precision: 0.0057
- Externalreservationnumber Partial Recall: 0.4445
- Externalreservationnumber Partial F1: 0.0112
- Externalreservationnumber Exact Precision: 0.0020
- Externalreservationnumber Exact Recall: 0.1534
- Externalreservationnumber Exact F1: 0.0039
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: 0.25
- 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1.4357 | 0.9995 | 574 | 0.3865 | 0.4994 | 0.5082 | 0.5037 | 0.6709 | 0.6828 | 0.6768 | 0.6231 | 0.6341 | 0.6285 | 0.5146 | 0.5237 | 0.5191 | 0.0708 | 0.3698 | 0.1188 | 0.1228 | 0.6416 | 0.2061 | 0.1015 | 0.5303 | 0.1704 | 0.0720 | 0.3761 | 0.1208 | 0.0610 | 0.7174 | 0.1125 | 0.0732 | 0.8608 | 0.1349 | 0.0680 | 0.7991 | 0.1253 | 0.0613 | 0.7207 | 0.1130 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1263 | 0.6739 | 0.2127 | 0.1487 | 0.7938 | 0.2505 | 0.1421 | 0.7582 | 0.2393 | 0.1291 | 0.6888 | 0.2174 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0873 | 0.7630 | 0.1567 | 0.1000 | 0.8737 | 0.1794 | 0.0937 | 0.8190 | 0.1682 | 0.0874 | 0.7635 | 0.1568 | 0.0140 | 0.0787 | 0.0238 | 0.0652 | 0.3667 | 0.1108 | 0.0705 | 0.3962 | 0.1197 | 0.0153 | 0.0858 | 0.0259 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1228 | 0.7577 | 0.2113 | 0.1300 | 0.8021 | 0.2237 | 0.1303 | 0.8044 | 0.2243 | 0.1261 | 0.7783 | 0.2170 | 0.0608 | 0.7870 | 0.1128 | 0.0628 | 0.8133 | 0.1166 | 0.0619 | 0.8022 | 0.1150 | 0.0608 | 0.7874 | 0.1129 | 0.0339 | 0.8218 | 0.0652 | 0.0340 | 0.8244 | 0.0654 | 0.0354 | 0.8572 | 0.0680 | 0.0353 | 0.8559 | 0.0679 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0001 | 0.0148 | 0.0002 | 0.0001 | 0.0148 | 0.0002 | 0.0001 | 0.0169 | 0.0002 | 0.0001 | 0.0148 | 0.0002 | 0.0781 | 0.5059 | 0.1353 | 0.1245 | 0.8065 | 0.2158 | 0.1047 | 0.6780 | 0.1814 | 0.0787 | 0.5094 | 0.1363 | 0.1321 | 0.7341 | 0.2240 | 0.1445 | 0.8028 | 0.2449 | 0.1428 | 0.7933 | 0.2420 | 0.1353 | 0.7517 | 0.2293 | 0.1021 | 0.5810 | 0.1736 | 0.1239 | 0.7052 | 0.2107 | 0.1227 | 0.6984 | 0.2087 | 0.1084 | 0.6173 | 0.1845 | 0.0991 | 0.6162 | 0.1708 | 0.1288 | 0.8010 | 0.2220 | 0.1209 | 0.7516 | 0.2083 | 0.1016 | 0.6314 | 0.1750 | 0.0248 | 0.1499 | 0.0426 | 0.0738 | 0.4456 | 0.1266 | 0.0515 | 0.3112 | 0.0884 | 0.0251 | 0.1519 | 0.0432 | 0.0842 | 0.6361 | 0.1487 | 0.1084 | 0.8190 | 0.1914 | 0.0976 | 0.7375 | 0.1724 | 0.0850 | 0.6425 | 0.1502 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0094 | 0.3194 | 0.0183 | 0.0159 | 0.5368 | 0.0308 | 0.0148 | 0.5007 | 0.0287 | 0.0100 | 0.3371 | 0.0194 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0809 | 0.7018 | 0.1451 | 0.0809 | 0.7018 | 0.1451 | 0.0818 | 0.7089 | 0.1466 | 0.0818 | 0.7089 | 0.1466 | 0.0815 | 0.4926 | 0.1399 | 0.1167 | 0.7050 | 0.2002 | 0.1160 | 0.7012 | 0.1991 | 0.0907 | 0.5483 | 0.1557 | 0.0006 | 0.0984 | 0.0012 | 0.0033 | 0.5343 | 0.0066 | 0.0020 | 0.3207 | 0.0039 | 0.0006 | 0.0984 | 0.0012 | 0.1144 | 0.7176 | 0.1974 | 0.1271 | 0.7974 | 0.2193 | 0.1257 | 0.7885 | 0.2168 | 0.1182 | 0.7412 | 0.2038 | 0.0002 | 0.0743 | 0.0005 | 0.0010 | 0.3142 | 0.0020 | 0.0012 | 0.3598 | 0.0023 | 0.0004 | 0.1182 | 0.0008 | 0.0499 | 0.4218 | 0.0892 | 0.0686 | 0.5801 | 0.1226 | 0.0703 | 0.5945 | 0.1257 | 0.0565 | 0.4783 | 0.1011 | 0.0405 | 0.2971 | 0.0713 | 0.0720 | 0.5279 | 0.1267 | 0.0616 | 0.4518 | 0.1084 | 0.0430 | 0.3154 | 0.0757 | 0.0003 | 0.0218 | 0.0006 | 0.0017 | 0.1214 | 0.0033 | 0.0024 | 0.1724 | 0.0047 | 0.0006 | 0.0428 | 0.0012 | 0.0831 | 0.6344 | 0.1470 | 0.1040 | 0.7937 | 0.1839 | 0.0943 | 0.7194 | 0.1667 | 0.0833 | 0.6357 | 0.1473 | 0.0337 | 0.1996 | 0.0576 | 0.0972 | 0.5761 | 0.1663 | 0.0691 | 0.4098 | 0.1183 | 0.0341 | 0.2022 | 0.0584 | 0.0395 | 0.2348 | 0.0676 | 0.0657 | 0.3911 | 0.1126 | 0.0540 | 0.3212 | 0.0924 | 0.0403 | 0.2397 | 0.0690 | 0.0105 | 0.4972 | 0.0205 | 0.0144 | 0.6838 | 0.0282 | 0.0132 | 0.6281 | 0.0259 | 0.0109 | 0.5191 | 0.0214 |
| 0.3148 | 1.9989 | 1148 | 0.2216 | 0.7400 | 0.6374 | 0.6849 | 0.8464 | 0.7290 | 0.7833 | 0.8164 | 0.7032 | 0.7556 | 0.7566 | 0.6517 | 0.7002 | 0.1817 | 0.4730 | 0.2626 | 0.2587 | 0.6733 | 0.3738 | 0.2233 | 0.5811 | 0.3226 | 0.1835 | 0.4775 | 0.2651 | 0.1295 | 0.7825 | 0.2222 | 0.1470 | 0.8884 | 0.2523 | 0.1387 | 0.8382 | 0.2380 | 0.1298 | 0.7846 | 0.2228 | 0.0227 | 0.3749 | 0.0429 | 0.0315 | 0.5193 | 0.0594 | 0.0329 | 0.5430 | 0.0621 | 0.0261 | 0.4302 | 0.0492 | 0.2740 | 0.8739 | 0.4172 | 0.2812 | 0.8969 | 0.4282 | 0.2806 | 0.8950 | 0.4273 | 0.2762 | 0.8809 | 0.4206 | 0.0406 | 0.5840 | 0.0759 | 0.0407 | 0.5863 | 0.0762 | 0.0420 | 0.6047 | 0.0786 | 0.0419 | 0.6036 | 0.0784 | 0.1538 | 0.4625 | 0.2309 | 0.1785 | 0.5365 | 0.2678 | 0.1763 | 0.5301 | 0.2646 | 0.1624 | 0.4882 | 0.2437 | 0.0466 | 0.4982 | 0.0852 | 0.0533 | 0.5699 | 0.0975 | 0.0500 | 0.5343 | 0.0914 | 0.0466 | 0.4982 | 0.0852 | 0.2457 | 0.8481 | 0.3811 | 0.2540 | 0.8765 | 0.3938 | 0.2537 | 0.8754 | 0.3934 | 0.2492 | 0.8600 | 0.3864 | 0.1555 | 0.7885 | 0.2598 | 0.1581 | 0.8014 | 0.2640 | 0.1663 | 0.8430 | 0.2778 | 0.1641 | 0.8319 | 0.2741 | 0.1382 | 0.8101 | 0.2362 | 0.1395 | 0.8173 | 0.2383 | 0.1392 | 0.8157 | 0.2378 | 0.1385 | 0.8119 | 0.2367 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0547 | 0.3469 | 0.0945 | 0.0751 | 0.4763 | 0.1298 | 0.0769 | 0.4879 | 0.1329 | 0.0598 | 0.3789 | 0.1032 | 0.1920 | 0.6450 | 0.2959 | 0.2457 | 0.8256 | 0.3787 | 0.2219 | 0.7455 | 0.3420 | 0.1931 | 0.6490 | 0.2977 | 0.2678 | 0.8646 | 0.4090 | 0.2751 | 0.8880 | 0.4201 | 0.2732 | 0.8819 | 0.4172 | 0.2693 | 0.8694 | 0.4113 | 0.2259 | 0.7772 | 0.3500 | 0.2491 | 0.8570 | 0.3860 | 0.2408 | 0.8285 | 0.3731 | 0.2288 | 0.7872 | 0.3545 | 0.2090 | 0.7155 | 0.3235 | 0.2520 | 0.8628 | 0.3901 | 0.2345 | 0.8028 | 0.3630 | 0.2112 | 0.7229 | 0.3268 | 0.0998 | 0.2565 | 0.1437 | 0.1823 | 0.4684 | 0.2624 | 0.1433 | 0.3682 | 0.2063 | 0.1001 | 0.2573 | 0.1442 | 0.1742 | 0.7352 | 0.2816 | 0.2096 | 0.8846 | 0.3389 | 0.1927 | 0.8135 | 0.3117 | 0.1749 | 0.7384 | 0.2829 | 0.0924 | 0.4375 | 0.1525 | 0.0927 | 0.4390 | 0.1531 | 0.0926 | 0.4386 | 0.1529 | 0.0924 | 0.4378 | 0.1526 | 0.0555 | 0.6268 | 0.1019 | 0.0621 | 0.7020 | 0.1141 | 0.0639 | 0.7228 | 0.1175 | 0.0601 | 0.6794 | 0.1104 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.2496 | 0.7768 | 0.3778 | 0.2512 | 0.7817 | 0.3802 | 0.2528 | 0.7867 | 0.3827 | 0.2520 | 0.7841 | 0.3814 | 0.2291 | 0.8048 | 0.3567 | 0.2441 | 0.8573 | 0.3800 | 0.2441 | 0.8573 | 0.3799 | 0.2353 | 0.8265 | 0.3663 | 0.0071 | 0.3233 | 0.0138 | 0.0112 | 0.5139 | 0.0219 | 0.0092 | 0.4224 | 0.0180 | 0.0071 | 0.3255 | 0.0139 | 0.2436 | 0.8628 | 0.3800 | 0.2526 | 0.8945 | 0.3939 | 0.2531 | 0.8963 | 0.3947 | 0.2470 | 0.8749 | 0.3853 | 0.0305 | 0.2805 | 0.0550 | 0.0479 | 0.4414 | 0.0865 | 0.0546 | 0.5027 | 0.0985 | 0.0421 | 0.3877 | 0.0759 | 0.2118 | 0.7036 | 0.3256 | 0.2362 | 0.7846 | 0.3630 | 0.2246 | 0.7461 | 0.3452 | 0.2120 | 0.7044 | 0.3259 | 0.1431 | 0.5740 | 0.2291 | 0.1587 | 0.6365 | 0.2540 | 0.1661 | 0.6663 | 0.2659 | 0.1567 | 0.6285 | 0.2508 | 0.1863 | 0.5649 | 0.2802 | 0.2085 | 0.6320 | 0.3135 | 0.2038 | 0.6179 | 0.3065 | 0.1902 | 0.5764 | 0.2860 | 0.0583 | 0.2804 | 0.0965 | 0.0868 | 0.4178 | 0.1438 | 0.0958 | 0.4608 | 0.1586 | 0.0731 | 0.3519 | 0.1211 | 0.1835 | 0.8255 | 0.3002 | 0.1934 | 0.8704 | 0.3165 | 0.1886 | 0.8485 | 0.3086 | 0.1836 | 0.8261 | 0.3004 | 0.1193 | 0.3542 | 0.1785 | 0.2034 | 0.6039 | 0.3043 | 0.1650 | 0.4898 | 0.2468 | 0.1205 | 0.3577 | 0.1803 | 0.1973 | 0.6290 | 0.3004 | 0.2131 | 0.6792 | 0.3244 | 0.2081 | 0.6633 | 0.3168 | 0.1993 | 0.6353 | 0.3034 | 0.0403 | 0.5324 | 0.0749 | 0.0472 | 0.6237 | 0.0877 | 0.0476 | 0.6287 | 0.0884 | 0.0438 | 0.5793 | 0.0815 |
| 0.198 | 2.9984 | 1722 | 0.2050 | 0.7694 | 0.6875 | 0.7261 | 0.8621 | 0.7702 | 0.8136 | 0.8328 | 0.7441 | 0.7859 | 0.7830 | 0.6996 | 0.7390 | 0.1908 | 0.5031 | 0.2767 | 0.2645 | 0.6974 | 0.3835 | 0.2297 | 0.6058 | 0.3331 | 0.1920 | 0.5064 | 0.2785 | 0.1347 | 0.7963 | 0.2304 | 0.1530 | 0.9050 | 0.2618 | 0.1439 | 0.8512 | 0.2463 | 0.1347 | 0.7967 | 0.2305 | 0.0389 | 0.4907 | 0.0721 | 0.0420 | 0.5292 | 0.0778 | 0.0519 | 0.6551 | 0.0962 | 0.0494 | 0.6230 | 0.0915 | 0.2828 | 0.8977 | 0.4302 | 0.2895 | 0.9187 | 0.4402 | 0.2885 | 0.9156 | 0.4388 | 0.2847 | 0.9035 | 0.4329 | 0.0560 | 0.6996 | 0.1038 | 0.0586 | 0.7315 | 0.1085 | 0.0594 | 0.7415 | 0.1100 | 0.0580 | 0.7245 | 0.1074 | 0.1742 | 0.5612 | 0.2659 | 0.1982 | 0.6383 | 0.3025 | 0.1929 | 0.6213 | 0.2944 | 0.1796 | 0.5784 | 0.2741 | 0.0525 | 0.5206 | 0.0954 | 0.0576 | 0.5710 | 0.1047 | 0.0551 | 0.5460 | 0.1001 | 0.0525 | 0.5206 | 0.0954 | 0.2526 | 0.8943 | 0.3940 | 0.2604 | 0.9217 | 0.4061 | 0.2592 | 0.9174 | 0.4042 | 0.2550 | 0.9028 | 0.3977 | 0.1675 | 0.8329 | 0.2790 | 0.1696 | 0.8431 | 0.2824 | 0.1752 | 0.8709 | 0.2917 | 0.1736 | 0.8631 | 0.2891 | 0.1460 | 0.8290 | 0.2483 | 0.1473 | 0.8361 | 0.2505 | 0.1469 | 0.8340 | 0.2498 | 0.1463 | 0.8303 | 0.2487 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0848 | 0.6164 | 0.1491 | 0.1004 | 0.7296 | 0.1764 | 0.0956 | 0.6949 | 0.1680 | 0.0863 | 0.6276 | 0.1518 | 0.2025 | 0.6791 | 0.3120 | 0.2556 | 0.8570 | 0.3937 | 0.2323 | 0.7791 | 0.3579 | 0.2041 | 0.6845 | 0.3145 | 0.2770 | 0.8809 | 0.4215 | 0.2837 | 0.9022 | 0.4317 | 0.2818 | 0.8960 | 0.4287 | 0.2782 | 0.8848 | 0.4233 | 0.2430 | 0.8362 | 0.3766 | 0.2599 | 0.8943 | 0.4027 | 0.2540 | 0.8741 | 0.3936 | 0.2454 | 0.8446 | 0.3803 | 0.2202 | 0.7459 | 0.3400 | 0.2623 | 0.8885 | 0.4050 | 0.2446 | 0.8287 | 0.3778 | 0.2222 | 0.7526 | 0.3431 | 0.1130 | 0.2871 | 0.1621 | 0.1901 | 0.4833 | 0.2729 | 0.1536 | 0.3905 | 0.2205 | 0.1132 | 0.2878 | 0.1625 | 0.1827 | 0.7556 | 0.2943 | 0.2181 | 0.9019 | 0.3512 | 0.2009 | 0.8307 | 0.3235 | 0.1831 | 0.7572 | 0.2949 | 0.1064 | 0.4451 | 0.1717 | 0.1073 | 0.4492 | 0.1733 | 0.1070 | 0.4479 | 0.1728 | 0.1065 | 0.4456 | 0.1719 | 0.0663 | 0.6215 | 0.1198 | 0.0723 | 0.6783 | 0.1307 | 0.0780 | 0.7314 | 0.1409 | 0.0741 | 0.6948 | 0.1339 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.2737 | 0.7839 | 0.4057 | 0.2759 | 0.7901 | 0.4089 | 0.2774 | 0.7944 | 0.4112 | 0.2761 | 0.7909 | 0.4093 | 0.2402 | 0.8262 | 0.3722 | 0.2549 | 0.8765 | 0.3949 | 0.2536 | 0.8719 | 0.3929 | 0.2450 | 0.8425 | 0.3796 | 0.0087 | 0.3505 | 0.0169 | 0.0126 | 0.5094 | 0.0246 | 0.0107 | 0.4320 | 0.0209 | 0.0087 | 0.3525 | 0.0170 | 0.2551 | 0.8907 | 0.3967 | 0.2630 | 0.9182 | 0.4089 | 0.2626 | 0.9169 | 0.4083 | 0.2576 | 0.8993 | 0.4005 | 0.0435 | 0.3998 | 0.0785 | 0.0561 | 0.5151 | 0.1011 | 0.0635 | 0.5834 | 0.1145 | 0.0553 | 0.5083 | 0.0998 | 0.2230 | 0.7373 | 0.3424 | 0.2464 | 0.8147 | 0.3784 | 0.2353 | 0.7781 | 0.3614 | 0.2233 | 0.7383 | 0.3429 | 0.1986 | 0.6181 | 0.3006 | 0.2174 | 0.6767 | 0.3291 | 0.2133 | 0.6639 | 0.3229 | 0.2024 | 0.6301 | 0.3064 | 0.1493 | 0.6341 | 0.2416 | 0.1629 | 0.6919 | 0.2637 | 0.1665 | 0.7072 | 0.2695 | 0.1591 | 0.6758 | 0.2576 | 0.0947 | 0.5788 | 0.1627 | 0.1106 | 0.6760 | 0.1900 | 0.1112 | 0.6799 | 0.1911 | 0.1017 | 0.6218 | 0.1748 | 0.1914 | 0.8542 | 0.3128 | 0.2011 | 0.8975 | 0.3286 | 0.1963 | 0.8762 | 0.3208 | 0.1915 | 0.8545 | 0.3129 | 0.1397 | 0.4248 | 0.2103 | 0.2167 | 0.6588 | 0.3261 | 0.1814 | 0.5516 | 0.2730 | 0.1411 | 0.4289 | 0.2123 | 0.2067 | 0.6753 | 0.3165 | 0.2202 | 0.7194 | 0.3372 | 0.2158 | 0.7050 | 0.3304 | 0.2085 | 0.6811 | 0.3192 | 0.0479 | 0.5488 | 0.0882 | 0.0518 | 0.5926 | 0.0952 | 0.0540 | 0.6179 | 0.0993 | 0.0517 | 0.5921 | 0.0951 |
| 0.161 | 3.9996 | 2297 | 0.2071 | 0.7634 | 0.7078 | 0.7346 | 0.8504 | 0.7884 | 0.8182 | 0.8219 | 0.7620 | 0.7908 | 0.7755 | 0.7190 | 0.7462 | 0.1767 | 0.5214 | 0.2639 | 0.2415 | 0.7125 | 0.3607 | 0.2109 | 0.6222 | 0.3150 | 0.1777 | 0.5243 | 0.2654 | 0.1220 | 0.8011 | 0.2118 | 0.1384 | 0.9090 | 0.2403 | 0.1303 | 0.8558 | 0.2262 | 0.1221 | 0.8016 | 0.2119 | 0.0363 | 0.5084 | 0.0678 | 0.0382 | 0.5353 | 0.0713 | 0.0476 | 0.6663 | 0.0888 | 0.0459 | 0.6428 | 0.0857 | 0.2626 | 0.8960 | 0.4061 | 0.2682 | 0.9151 | 0.4148 | 0.2678 | 0.9139 | 0.4142 | 0.2645 | 0.9027 | 0.4092 | 0.0506 | 0.7409 | 0.0948 | 0.0524 | 0.7670 | 0.0981 | 0.0533 | 0.7796 | 0.0997 | 0.0523 | 0.7654 | 0.0979 | 0.1567 | 0.5990 | 0.2484 | 0.1760 | 0.6727 | 0.2790 | 0.1703 | 0.6508 | 0.2699 | 0.1600 | 0.6114 | 0.2536 | 0.0492 | 0.5307 | 0.0900 | 0.0547 | 0.5902 | 0.1001 | 0.0520 | 0.5609 | 0.0951 | 0.0492 | 0.5311 | 0.0900 | 0.2331 | 0.8917 | 0.3696 | 0.2399 | 0.9175 | 0.3804 | 0.2391 | 0.9144 | 0.3790 | 0.2355 | 0.9007 | 0.3734 | 0.1519 | 0.8472 | 0.2576 | 0.1537 | 0.8571 | 0.2606 | 0.1578 | 0.8801 | 0.2676 | 0.1566 | 0.8732 | 0.2655 | 0.1329 | 0.8309 | 0.2291 | 0.1340 | 0.8379 | 0.2310 | 0.1337 | 0.8361 | 0.2305 | 0.1331 | 0.8325 | 0.2295 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0811 | 0.6615 | 0.1445 | 0.0938 | 0.7653 | 0.1672 | 0.0894 | 0.7292 | 0.1593 | 0.0823 | 0.6710 | 0.1466 | 0.1835 | 0.6761 | 0.2886 | 0.2344 | 0.8638 | 0.3688 | 0.2118 | 0.7804 | 0.3332 | 0.1849 | 0.6814 | 0.2909 | 0.2580 | 0.8865 | 0.3997 | 0.2630 | 0.9036 | 0.4074 | 0.2620 | 0.9003 | 0.4059 | 0.2593 | 0.8910 | 0.4018 | 0.2240 | 0.8415 | 0.3538 | 0.2390 | 0.8980 | 0.3775 | 0.2338 | 0.8784 | 0.3693 | 0.2261 | 0.8497 | 0.3572 | 0.2017 | 0.7557 | 0.3184 | 0.2402 | 0.8997 | 0.3791 | 0.2238 | 0.8383 | 0.3533 | 0.2034 | 0.7620 | 0.3211 | 0.0411 | 0.5133 | 0.0761 | 0.0448 | 0.5594 | 0.0829 | 0.0469 | 0.5863 | 0.0869 | 0.0446 | 0.5575 | 0.0827 | 0.0932 | 0.3088 | 0.1432 | 0.1551 | 0.5139 | 0.2382 | 0.1255 | 0.4159 | 0.1928 | 0.0934 | 0.3094 | 0.1434 | 0.1675 | 0.7661 | 0.2749 | 0.1990 | 0.9101 | 0.3265 | 0.1835 | 0.8395 | 0.3012 | 0.1677 | 0.7672 | 0.2753 | 0.0888 | 0.4845 | 0.1502 | 0.0897 | 0.4891 | 0.1516 | 0.0893 | 0.4871 | 0.1510 | 0.0889 | 0.4847 | 0.1502 | 0.0556 | 0.6315 | 0.1022 | 0.0609 | 0.6916 | 0.1119 | 0.0652 | 0.7413 | 0.1199 | 0.0621 | 0.7062 | 0.1142 | 0.2513 | 0.7948 | 0.3818 | 0.2527 | 0.7994 | 0.3840 | 0.2540 | 0.8035 | 0.3860 | 0.2532 | 0.8009 | 0.3847 | 0.2225 | 0.8365 | 0.3515 | 0.2339 | 0.8795 | 0.3695 | 0.2337 | 0.8785 | 0.3691 | 0.2270 | 0.8536 | 0.3587 | 0.0079 | 0.3943 | 0.0155 | 0.0103 | 0.5159 | 0.0203 | 0.0092 | 0.4573 | 0.0180 | 0.0079 | 0.3965 | 0.0156 | 0.2348 | 0.8959 | 0.3721 | 0.2417 | 0.9222 | 0.3830 | 0.2420 | 0.9234 | 0.3835 | 0.2375 | 0.9064 | 0.3764 | 0.0341 | 0.4274 | 0.0631 | 0.0440 | 0.5523 | 0.0816 | 0.0484 | 0.6073 | 0.0897 | 0.0421 | 0.5281 | 0.0780 | 0.2025 | 0.7500 | 0.3189 | 0.2231 | 0.8262 | 0.3513 | 0.2134 | 0.7903 | 0.3361 | 0.2028 | 0.7510 | 0.3194 | 0.1738 | 0.6359 | 0.2730 | 0.1901 | 0.6955 | 0.2986 | 0.1861 | 0.6808 | 0.2922 | 0.1770 | 0.6475 | 0.2780 | 0.1330 | 0.6593 | 0.2213 | 0.1449 | 0.7182 | 0.2411 | 0.1472 | 0.7299 | 0.2450 | 0.1405 | 0.6968 | 0.2339 | 0.0899 | 0.6171 | 0.1569 | 0.1039 | 0.7133 | 0.1814 | 0.1022 | 0.7020 | 0.1785 | 0.0942 | 0.6466 | 0.1644 | 0.1752 | 0.8623 | 0.2912 | 0.1831 | 0.9011 | 0.3043 | 0.1792 | 0.8822 | 0.2979 | 0.1753 | 0.8627 | 0.2914 | 0.1225 | 0.4386 | 0.1915 | 0.1867 | 0.6683 | 0.2918 | 0.1569 | 0.5618 | 0.2453 | 0.1233 | 0.4413 | 0.1927 | 0.1837 | 0.6871 | 0.2899 | 0.1953 | 0.7306 | 0.3082 | 0.1912 | 0.7153 | 0.3018 | 0.1849 | 0.6917 | 0.2918 | 0.0 | 0.0 | 0 | 0.0009 | 0.6349 | 0.0018 | 0.0006 | 0.4206 | 0.0012 | 0.0 | 0.0 | 0 |
| 0.1424 | 4.9990 | 2871 | 0.2123 | 0.7795 | 0.7084 | 0.7423 | 0.8662 | 0.7872 | 0.8248 | 0.8378 | 0.7613 | 0.7977 | 0.7915 | 0.7193 | 0.7537 | 0.1954 | 0.5221 | 0.2843 | 0.2661 | 0.7112 | 0.3873 | 0.2327 | 0.6220 | 0.3387 | 0.1964 | 0.5251 | 0.2859 | 0.1374 | 0.7951 | 0.2343 | 0.1552 | 0.8982 | 0.2647 | 0.1465 | 0.8478 | 0.2498 | 0.1375 | 0.7958 | 0.2345 | 0.0407 | 0.5004 | 0.0753 | 0.0425 | 0.5227 | 0.0787 | 0.0521 | 0.6405 | 0.0964 | 0.0502 | 0.6165 | 0.0928 | 0.2866 | 0.8997 | 0.4347 | 0.2933 | 0.9208 | 0.4449 | 0.2923 | 0.9179 | 0.4434 | 0.2884 | 0.9056 | 0.4375 | 0.0586 | 0.7471 | 0.1086 | 0.0607 | 0.7749 | 0.1127 | 0.0617 | 0.7868 | 0.1144 | 0.0604 | 0.7709 | 0.1121 | 0.1816 | 0.6018 | 0.2791 | 0.2017 | 0.6683 | 0.3099 | 0.1955 | 0.6477 | 0.3003 | 0.1849 | 0.6126 | 0.2841 | 0.0551 | 0.5151 | 0.0996 | 0.0620 | 0.5790 | 0.1120 | 0.0586 | 0.5475 | 0.1059 | 0.0552 | 0.5156 | 0.0997 | 0.2565 | 0.8962 | 0.3988 | 0.2637 | 0.9215 | 0.4101 | 0.2626 | 0.9176 | 0.4083 | 0.2588 | 0.9045 | 0.4025 | 0.1699 | 0.8606 | 0.2838 | 0.1714 | 0.8682 | 0.2863 | 0.1752 | 0.8872 | 0.2926 | 0.1742 | 0.8823 | 0.2910 | 0.1484 | 0.8334 | 0.2519 | 0.1496 | 0.8400 | 0.2539 | 0.1494 | 0.8388 | 0.2536 | 0.1487 | 0.8353 | 0.2525 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0926 | 0.6848 | 0.1631 | 0.1063 | 0.7859 | 0.1872 | 0.1011 | 0.7474 | 0.1780 | 0.0937 | 0.6929 | 0.1651 | 0.2067 | 0.6929 | 0.3184 | 0.2588 | 0.8678 | 0.3987 | 0.2359 | 0.7908 | 0.3634 | 0.2083 | 0.6983 | 0.3209 | 0.2817 | 0.8864 | 0.4275 | 0.2870 | 0.9032 | 0.4356 | 0.2859 | 0.8999 | 0.4340 | 0.2831 | 0.8909 | 0.4296 | 0.2479 | 0.8490 | 0.3838 | 0.2630 | 0.9006 | 0.4071 | 0.2579 | 0.8831 | 0.3992 | 0.2503 | 0.8571 | 0.3875 | 0.2231 | 0.7603 | 0.3449 | 0.2647 | 0.9024 | 0.4094 | 0.2467 | 0.8409 | 0.3815 | 0.2246 | 0.7656 | 0.3473 | 0.0497 | 0.5047 | 0.0906 | 0.0538 | 0.5453 | 0.0979 | 0.0568 | 0.5759 | 0.1033 | 0.0540 | 0.5482 | 0.0984 | 0.1245 | 0.3339 | 0.1814 | 0.1982 | 0.5316 | 0.2888 | 0.1632 | 0.4377 | 0.2378 | 0.1248 | 0.3348 | 0.1818 | 0.1866 | 0.7656 | 0.3001 | 0.2207 | 0.9055 | 0.3549 | 0.2040 | 0.8371 | 0.3281 | 0.1869 | 0.7669 | 0.3006 | 0.1122 | 0.4713 | 0.1812 | 0.1128 | 0.4741 | 0.1822 | 0.1126 | 0.4733 | 0.1819 | 0.1123 | 0.4718 | 0.1814 | 0.0659 | 0.6432 | 0.1195 | 0.0710 | 0.6935 | 0.1288 | 0.0768 | 0.7495 | 0.1393 | 0.0737 | 0.7200 | 0.1338 | 0.2760 | 0.7907 | 0.4092 | 0.2776 | 0.7952 | 0.4115 | 0.2792 | 0.7997 | 0.4139 | 0.2783 | 0.7972 | 0.4125 | 0.2425 | 0.8247 | 0.3748 | 0.2584 | 0.8787 | 0.3993 | 0.2569 | 0.8736 | 0.3970 | 0.2478 | 0.8429 | 0.3830 | 0.0097 | 0.3458 | 0.0188 | 0.0132 | 0.4702 | 0.0256 | 0.0115 | 0.4102 | 0.0223 | 0.0097 | 0.3476 | 0.0189 | 0.2587 | 0.8998 | 0.4018 | 0.2657 | 0.9244 | 0.4128 | 0.2655 | 0.9236 | 0.4124 | 0.2609 | 0.9076 | 0.4053 | 0.0394 | 0.4395 | 0.0723 | 0.0478 | 0.5338 | 0.0878 | 0.0530 | 0.5917 | 0.0973 | 0.0475 | 0.5306 | 0.0873 | 0.2266 | 0.7591 | 0.3490 | 0.2477 | 0.8296 | 0.3814 | 0.2378 | 0.7966 | 0.3662 | 0.2269 | 0.7601 | 0.3495 | 0.2003 | 0.6507 | 0.3063 | 0.2185 | 0.7100 | 0.3342 | 0.2141 | 0.6957 | 0.3275 | 0.2039 | 0.6623 | 0.3118 | 0.1527 | 0.6571 | 0.2478 | 0.1644 | 0.7074 | 0.2668 | 0.1689 | 0.7269 | 0.2741 | 0.1621 | 0.6977 | 0.2631 | 0.1042 | 0.6278 | 0.1787 | 0.1192 | 0.7184 | 0.2045 | 0.1184 | 0.7136 | 0.2031 | 0.1101 | 0.6636 | 0.1889 | 0.1952 | 0.8636 | 0.3185 | 0.2040 | 0.9026 | 0.3329 | 0.1998 | 0.8836 | 0.3258 | 0.1953 | 0.8640 | 0.3186 | 0.1475 | 0.4646 | 0.2239 | 0.2203 | 0.6943 | 0.3345 | 0.1874 | 0.5906 | 0.2845 | 0.1490 | 0.4694 | 0.2262 | 0.2106 | 0.7130 | 0.3252 | 0.2226 | 0.7535 | 0.3436 | 0.2185 | 0.7399 | 0.3374 | 0.2120 | 0.7176 | 0.3273 | 0.0 | 0.0 | 0 | 0.0026 | 0.4440 | 0.0051 | 0.0021 | 0.3578 | 0.0041 | 0.0 | 0.0 | 0 |
| 0.1318 | 5.9985 | 3445 | 0.2130 | 0.7703 | 0.7195 | 0.7440 | 0.8561 | 0.7997 | 0.8269 | 0.8268 | 0.7723 | 0.7986 | 0.7810 | 0.7296 | 0.7544 | 0.1815 | 0.5341 | 0.2709 | 0.2480 | 0.7299 | 0.3702 | 0.2167 | 0.6377 | 0.3235 | 0.1825 | 0.5371 | 0.2724 | 0.1256 | 0.8084 | 0.2174 | 0.1425 | 0.9169 | 0.2466 | 0.1342 | 0.8634 | 0.2322 | 0.1257 | 0.8090 | 0.2176 | 0.0349 | 0.5206 | 0.0654 | 0.0366 | 0.5461 | 0.0686 | 0.0439 | 0.6558 | 0.0824 | 0.0424 | 0.6334 | 0.0795 | 0.2647 | 0.8985 | 0.4090 | 0.2711 | 0.9201 | 0.4188 | 0.2702 | 0.9172 | 0.4175 | 0.2665 | 0.9046 | 0.4117 | 0.0539 | 0.7605 | 0.1006 | 0.0553 | 0.7813 | 0.1034 | 0.0564 | 0.7961 | 0.1053 | 0.0555 | 0.7834 | 0.1037 | 0.1651 | 0.6219 | 0.2610 | 0.1835 | 0.6911 | 0.2900 | 0.1773 | 0.6675 | 0.2801 | 0.1676 | 0.6313 | 0.2649 | 0.0487 | 0.5434 | 0.0894 | 0.0549 | 0.6119 | 0.1007 | 0.0518 | 0.5782 | 0.0951 | 0.0488 | 0.5439 | 0.0895 | 0.2386 | 0.8989 | 0.3771 | 0.2455 | 0.9249 | 0.3880 | 0.2442 | 0.9199 | 0.3859 | 0.2406 | 0.9063 | 0.3802 | 0.1575 | 0.8576 | 0.2661 | 0.1590 | 0.8660 | 0.2687 | 0.1625 | 0.8850 | 0.2746 | 0.1616 | 0.8798 | 0.2730 | 0.1367 | 0.8348 | 0.2350 | 0.1378 | 0.8415 | 0.2369 | 0.1375 | 0.8394 | 0.2363 | 0.1369 | 0.8359 | 0.2353 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0861 | 0.7208 | 0.1539 | 0.0971 | 0.8126 | 0.1735 | 0.0931 | 0.7793 | 0.1664 | 0.0872 | 0.7294 | 0.1557 | 0.1923 | 0.6919 | 0.3010 | 0.2411 | 0.8675 | 0.3773 | 0.2196 | 0.7901 | 0.3437 | 0.1937 | 0.6969 | 0.3032 | 0.2613 | 0.8909 | 0.4041 | 0.2664 | 0.9082 | 0.4119 | 0.2653 | 0.9044 | 0.4102 | 0.2626 | 0.8954 | 0.4061 | 0.2308 | 0.8534 | 0.3634 | 0.2451 | 0.9060 | 0.3858 | 0.2401 | 0.8878 | 0.3780 | 0.2329 | 0.8612 | 0.3667 | 0.2093 | 0.7638 | 0.3285 | 0.2472 | 0.9021 | 0.3880 | 0.2309 | 0.8426 | 0.3624 | 0.2106 | 0.7687 | 0.3306 | 0.0405 | 0.4924 | 0.0749 | 0.0441 | 0.5360 | 0.0815 | 0.0467 | 0.5671 | 0.0862 | 0.0443 | 0.5386 | 0.0819 | 0.1108 | 0.3317 | 0.1662 | 0.1773 | 0.5304 | 0.2657 | 0.1455 | 0.4355 | 0.2182 | 0.1110 | 0.3322 | 0.1664 | 0.1724 | 0.7711 | 0.2818 | 0.2041 | 0.9125 | 0.3335 | 0.1886 | 0.8433 | 0.3082 | 0.1727 | 0.7723 | 0.2823 | 0.0954 | 0.5035 | 0.1604 | 0.0960 | 0.5068 | 0.1615 | 0.0958 | 0.5056 | 0.1611 | 0.0955 | 0.5038 | 0.1605 | 0.0604 | 0.6345 | 0.1103 | 0.0653 | 0.6856 | 0.1192 | 0.0711 | 0.7460 | 0.1297 | 0.0681 | 0.7155 | 0.1244 | 0.2583 | 0.8180 | 0.3926 | 0.2601 | 0.8238 | 0.3954 | 0.2615 | 0.8282 | 0.3975 | 0.2604 | 0.8248 | 0.3958 | 0.2264 | 0.8299 | 0.3557 | 0.2410 | 0.8833 | 0.3786 | 0.2393 | 0.8771 | 0.3760 | 0.2310 | 0.8469 | 0.3630 | 0.0080 | 0.3560 | 0.0156 | 0.0109 | 0.4858 | 0.0213 | 0.0095 | 0.4234 | 0.0185 | 0.0080 | 0.3580 | 0.0157 | 0.2414 | 0.9014 | 0.3808 | 0.2477 | 0.9251 | 0.3908 | 0.2475 | 0.9244 | 0.3905 | 0.2434 | 0.9088 | 0.3839 | 0.0347 | 0.4674 | 0.0647 | 0.0429 | 0.5769 | 0.0798 | 0.0449 | 0.6040 | 0.0836 | 0.0397 | 0.5346 | 0.0740 | 0.2103 | 0.7659 | 0.3300 | 0.2295 | 0.8355 | 0.3600 | 0.2205 | 0.8028 | 0.3459 | 0.2106 | 0.7669 | 0.3305 | 0.1839 | 0.6536 | 0.2871 | 0.2005 | 0.7124 | 0.3129 | 0.1964 | 0.6979 | 0.3065 | 0.1870 | 0.6646 | 0.2919 | 0.1334 | 0.6780 | 0.2230 | 0.1445 | 0.7340 | 0.2414 | 0.1466 | 0.7448 | 0.2450 | 0.1402 | 0.7122 | 0.2342 | 0.0960 | 0.6586 | 0.1675 | 0.1093 | 0.7498 | 0.1907 | 0.1078 | 0.7396 | 0.1881 | 0.1005 | 0.6896 | 0.1754 | 0.1803 | 0.8734 | 0.2989 | 0.1883 | 0.9122 | 0.3122 | 0.1844 | 0.8933 | 0.3057 | 0.1804 | 0.8738 | 0.2990 | 0.1340 | 0.4679 | 0.2084 | 0.2011 | 0.7019 | 0.3126 | 0.1705 | 0.5953 | 0.2651 | 0.1352 | 0.4721 | 0.2103 | 0.1921 | 0.7144 | 0.3027 | 0.2033 | 0.7562 | 0.3205 | 0.1994 | 0.7416 | 0.3143 | 0.1933 | 0.7188 | 0.3046 | 0.0000 | 0.0056 | 0.0001 | 0.0040 | 0.4833 | 0.0079 | 0.0033 | 0.4 | 0.0065 | 0.0003 | 0.0306 | 0.0005 |
| 0.1192 | 6.9997 | 4020 | 0.2185 | 0.7783 | 0.7141 | 0.7448 | 0.8641 | 0.7929 | 0.8270 | 0.8350 | 0.7662 | 0.7991 | 0.7892 | 0.7242 | 0.7553 | 0.1896 | 0.5297 | 0.2792 | 0.2586 | 0.7224 | 0.3808 | 0.2260 | 0.6315 | 0.3329 | 0.1906 | 0.5326 | 0.2808 | 0.1340 | 0.8003 | 0.2295 | 0.1515 | 0.9047 | 0.2595 | 0.1429 | 0.8535 | 0.2448 | 0.1341 | 0.8009 | 0.2297 | 0.0384 | 0.5044 | 0.0713 | 0.0401 | 0.5268 | 0.0745 | 0.0481 | 0.6325 | 0.0894 | 0.0463 | 0.6092 | 0.0861 | 0.2786 | 0.8993 | 0.4254 | 0.2851 | 0.9203 | 0.4354 | 0.2843 | 0.9176 | 0.4341 | 0.2805 | 0.9053 | 0.4283 | 0.0592 | 0.7517 | 0.1098 | 0.0603 | 0.7648 | 0.1117 | 0.0618 | 0.7849 | 0.1147 | 0.0612 | 0.7765 | 0.1134 | 0.1762 | 0.625 | 0.2748 | 0.1954 | 0.6931 | 0.3048 | 0.1891 | 0.6709 | 0.2950 | 0.1789 | 0.6349 | 0.2792 | 0.0549 | 0.5149 | 0.0993 | 0.0621 | 0.5821 | 0.1123 | 0.0586 | 0.5489 | 0.1059 | 0.0550 | 0.5153 | 0.0994 | 0.2510 | 0.8996 | 0.3924 | 0.2579 | 0.9244 | 0.4033 | 0.2568 | 0.9205 | 0.4016 | 0.2532 | 0.9077 | 0.3960 | 0.1668 | 0.8571 | 0.2792 | 0.1684 | 0.8651 | 0.2819 | 0.1719 | 0.8834 | 0.2878 | 0.1709 | 0.8783 | 0.2861 | 0.1448 | 0.8324 | 0.2467 | 0.1459 | 0.8389 | 0.2486 | 0.1456 | 0.8369 | 0.2480 | 0.1450 | 0.8335 | 0.2470 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0919 | 0.7088 | 0.1627 | 0.1044 | 0.8056 | 0.1849 | 0.0997 | 0.7693 | 0.1765 | 0.0929 | 0.7164 | 0.1644 | 0.2020 | 0.6944 | 0.3130 | 0.2533 | 0.8707 | 0.3924 | 0.2304 | 0.7920 | 0.3569 | 0.2034 | 0.6991 | 0.3151 | 0.2746 | 0.8896 | 0.4196 | 0.2795 | 0.9057 | 0.4272 | 0.2786 | 0.9026 | 0.4258 | 0.2760 | 0.8943 | 0.4218 | 0.2435 | 0.8537 | 0.3790 | 0.2580 | 0.9043 | 0.4015 | 0.2533 | 0.8877 | 0.3941 | 0.2459 | 0.8619 | 0.3826 | 0.2201 | 0.7641 | 0.3418 | 0.2599 | 0.9021 | 0.4036 | 0.2430 | 0.8432 | 0.3772 | 0.2216 | 0.7693 | 0.3441 | 0.0442 | 0.4939 | 0.0811 | 0.0477 | 0.5331 | 0.0875 | 0.0504 | 0.5631 | 0.0925 | 0.0481 | 0.5383 | 0.0884 | 0.1214 | 0.3340 | 0.1781 | 0.1931 | 0.5312 | 0.2832 | 0.1590 | 0.4375 | 0.2333 | 0.1216 | 0.3346 | 0.1784 | 0.1824 | 0.7661 | 0.2947 | 0.2164 | 0.9089 | 0.3496 | 0.1998 | 0.8389 | 0.3227 | 0.1827 | 0.7673 | 0.2951 | 0.1077 | 0.4860 | 0.1763 | 0.1081 | 0.4880 | 0.1770 | 0.1080 | 0.4875 | 0.1769 | 0.1078 | 0.4863 | 0.1764 | 0.0640 | 0.6366 | 0.1164 | 0.0693 | 0.6888 | 0.1259 | 0.0745 | 0.7405 | 0.1354 | 0.0714 | 0.7097 | 0.1297 | 0.2714 | 0.8133 | 0.4070 | 0.2728 | 0.8174 | 0.4090 | 0.2744 | 0.8223 | 0.4115 | 0.2737 | 0.8200 | 0.4104 | 0.2372 | 0.8292 | 0.3689 | 0.2534 | 0.8857 | 0.3940 | 0.2509 | 0.8772 | 0.3902 | 0.2419 | 0.8455 | 0.3761 | 0.0088 | 0.3457 | 0.0171 | 0.0121 | 0.4756 | 0.0235 | 0.0105 | 0.4131 | 0.0204 | 0.0088 | 0.3477 | 0.0172 | 0.2536 | 0.9025 | 0.3959 | 0.2604 | 0.9267 | 0.4066 | 0.2600 | 0.9253 | 0.4059 | 0.2556 | 0.9095 | 0.3990 | 0.0374 | 0.4659 | 0.0693 | 0.0456 | 0.5671 | 0.0843 | 0.0476 | 0.5931 | 0.0882 | 0.0426 | 0.5301 | 0.0788 | 0.2225 | 0.7625 | 0.3445 | 0.2431 | 0.8330 | 0.3764 | 0.2335 | 0.8000 | 0.3615 | 0.2228 | 0.7635 | 0.3450 | 0.1977 | 0.6492 | 0.3031 | 0.2147 | 0.7051 | 0.3292 | 0.2104 | 0.6910 | 0.3226 | 0.2008 | 0.6595 | 0.3079 | 0.1463 | 0.6590 | 0.2395 | 0.1578 | 0.7109 | 0.2583 | 0.1623 | 0.7309 | 0.2656 | 0.1556 | 0.7009 | 0.2547 | 0.1024 | 0.6551 | 0.1771 | 0.1168 | 0.7473 | 0.2020 | 0.1143 | 0.7313 | 0.1977 | 0.1065 | 0.6813 | 0.1842 | 0.1913 | 0.8704 | 0.3136 | 0.1995 | 0.9080 | 0.3272 | 0.1955 | 0.8897 | 0.3206 | 0.1914 | 0.8708 | 0.3138 | 0.1463 | 0.4691 | 0.2231 | 0.2160 | 0.6923 | 0.3292 | 0.1841 | 0.5900 | 0.2806 | 0.1475 | 0.4727 | 0.2248 | 0.2079 | 0.7097 | 0.3215 | 0.2191 | 0.7480 | 0.3389 | 0.2153 | 0.7351 | 0.3331 | 0.2091 | 0.7141 | 0.3235 | 0.0005 | 0.0401 | 0.0011 | 0.0060 | 0.4517 | 0.0119 | 0.0056 | 0.4208 | 0.0111 | 0.0014 | 0.1075 | 0.0028 |
| 0.1161 | 7.9956 | 4592 | 0.2180 | 0.7750 | 0.7163 | 0.7445 | 0.8604 | 0.7953 | 0.8266 | 0.8316 | 0.7687 | 0.7989 | 0.7860 | 0.7266 | 0.7551 | 0.1848 | 0.5323 | 0.2743 | 0.2526 | 0.7278 | 0.3751 | 0.2206 | 0.6354 | 0.3275 | 0.1858 | 0.5352 | 0.2758 | 0.1303 | 0.8042 | 0.2243 | 0.1475 | 0.9106 | 0.2539 | 0.1391 | 0.8582 | 0.2393 | 0.1304 | 0.8047 | 0.2244 | 0.0378 | 0.5212 | 0.0704 | 0.0391 | 0.5403 | 0.0730 | 0.0469 | 0.6467 | 0.0874 | 0.0453 | 0.6256 | 0.0845 | 0.2700 | 0.9011 | 0.4155 | 0.2764 | 0.9225 | 0.4254 | 0.2755 | 0.9194 | 0.4240 | 0.2718 | 0.9070 | 0.4182 | 0.0574 | 0.7585 | 0.1067 | 0.0583 | 0.7715 | 0.1085 | 0.0598 | 0.7910 | 0.1112 | 0.0592 | 0.7830 | 0.1101 | 0.1730 | 0.6264 | 0.2711 | 0.1917 | 0.6941 | 0.3004 | 0.1855 | 0.6718 | 0.2907 | 0.1757 | 0.6361 | 0.2753 | 0.0533 | 0.5270 | 0.0968 | 0.0599 | 0.5924 | 0.1088 | 0.0566 | 0.5602 | 0.1029 | 0.0533 | 0.5274 | 0.0969 | 0.2460 | 0.9007 | 0.3865 | 0.2524 | 0.9240 | 0.3964 | 0.2514 | 0.9206 | 0.3950 | 0.2482 | 0.9086 | 0.3898 | 0.1626 | 0.8583 | 0.2735 | 0.1642 | 0.8664 | 0.2761 | 0.1677 | 0.8850 | 0.2820 | 0.1667 | 0.8799 | 0.2804 | 0.1410 | 0.8348 | 0.2413 | 0.1421 | 0.8414 | 0.2432 | 0.1418 | 0.8394 | 0.2426 | 0.1412 | 0.8358 | 0.2416 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0893 | 0.7111 | 0.1587 | 0.1014 | 0.8077 | 0.1802 | 0.0968 | 0.7708 | 0.1720 | 0.0903 | 0.7187 | 0.1604 | 0.1979 | 0.6918 | 0.3077 | 0.2477 | 0.8659 | 0.3852 | 0.2257 | 0.7890 | 0.3510 | 0.1993 | 0.6968 | 0.3099 | 0.2663 | 0.8915 | 0.4102 | 0.2714 | 0.9084 | 0.4179 | 0.2705 | 0.9053 | 0.4165 | 0.2678 | 0.8965 | 0.4124 | 0.2367 | 0.8469 | 0.3700 | 0.2518 | 0.9009 | 0.3936 | 0.2467 | 0.8827 | 0.3856 | 0.2390 | 0.8552 | 0.3736 | 0.2148 | 0.7642 | 0.3354 | 0.2539 | 0.9032 | 0.3964 | 0.2371 | 0.8434 | 0.3701 | 0.2161 | 0.7689 | 0.3374 | 0.0414 | 0.4850 | 0.0764 | 0.0449 | 0.5261 | 0.0828 | 0.0472 | 0.5523 | 0.0869 | 0.0451 | 0.5279 | 0.0831 | 0.1157 | 0.3341 | 0.1718 | 0.1838 | 0.5308 | 0.2730 | 0.1515 | 0.4375 | 0.2250 | 0.1161 | 0.3352 | 0.1725 | 0.1778 | 0.7666 | 0.2887 | 0.2107 | 0.9082 | 0.3420 | 0.1946 | 0.8388 | 0.3159 | 0.1781 | 0.7678 | 0.2891 | 0.1032 | 0.4967 | 0.1709 | 0.1037 | 0.4993 | 0.1718 | 0.1036 | 0.4984 | 0.1715 | 0.1033 | 0.4970 | 0.1710 | 0.0638 | 0.6369 | 0.1160 | 0.0685 | 0.6843 | 0.1246 | 0.0747 | 0.7461 | 0.1358 | 0.0718 | 0.7165 | 0.1304 | 0.2656 | 0.8117 | 0.4002 | 0.2671 | 0.8165 | 0.4026 | 0.2687 | 0.8211 | 0.4049 | 0.2678 | 0.8184 | 0.4035 | 0.2323 | 0.8316 | 0.3632 | 0.2477 | 0.8867 | 0.3873 | 0.2456 | 0.8793 | 0.3840 | 0.2369 | 0.8479 | 0.3703 | 0.0084 | 0.3321 | 0.0164 | 0.0116 | 0.4605 | 0.0227 | 0.0101 | 0.3986 | 0.0197 | 0.0084 | 0.3340 | 0.0165 | 0.2479 | 0.9024 | 0.3889 | 0.2547 | 0.9271 | 0.3996 | 0.2544 | 0.9259 | 0.3991 | 0.2499 | 0.9098 | 0.3922 | 0.0370 | 0.4536 | 0.0685 | 0.0450 | 0.5516 | 0.0833 | 0.0478 | 0.5854 | 0.0884 | 0.0428 | 0.5240 | 0.0791 | 0.2160 | 0.7639 | 0.3368 | 0.2356 | 0.8333 | 0.3674 | 0.2265 | 0.8008 | 0.3531 | 0.2163 | 0.7649 | 0.3373 | 0.1917 | 0.6587 | 0.2970 | 0.2083 | 0.7158 | 0.3227 | 0.2039 | 0.7007 | 0.3159 | 0.1947 | 0.6688 | 0.3016 | 0.1425 | 0.6630 | 0.2345 | 0.1533 | 0.7137 | 0.2524 | 0.1579 | 0.7348 | 0.2599 | 0.1517 | 0.7059 | 0.2497 | 0.0994 | 0.6505 | 0.1725 | 0.1134 | 0.7419 | 0.1967 | 0.1111 | 0.7268 | 0.1927 | 0.1036 | 0.6778 | 0.1797 | 0.1859 | 0.8743 | 0.3066 | 0.1939 | 0.9120 | 0.3198 | 0.1900 | 0.8936 | 0.3134 | 0.1860 | 0.8747 | 0.3068 | 0.1410 | 0.4698 | 0.2169 | 0.2095 | 0.6980 | 0.3223 | 0.1780 | 0.5929 | 0.2738 | 0.1420 | 0.4730 | 0.2184 | 0.2011 | 0.7114 | 0.3136 | 0.2124 | 0.7515 | 0.3312 | 0.2084 | 0.7374 | 0.3250 | 0.2023 | 0.7155 | 0.3154 | 0.0011 | 0.0832 | 0.0021 | 0.0059 | 0.4640 | 0.0117 | 0.0057 | 0.4445 | 0.0112 | 0.0020 | 0.1534 | 0.0039 |
Framework versions
- Transformers 4.40.2
- Pytorch 2.3.1+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
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Model tree for nttaii/bert-base-multilingual-cased-iob2-20240817115157
Base model
google-bert/bert-base-multilingual-cased