userReviewed-20250417134543-review_master_v2_label_smoothing_05_1e-6
This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.3407
- Overall Strict Precision: 0.5158
- Overall Strict Recall: 0.2058
- Overall Strict F1: 0.2942
- Overall Ent Type Precision: 0.5921
- Overall Ent Type Recall: 0.2363
- Overall Ent Type F1: 0.3377
- Overall Partial Precision: 0.7371
- Overall Partial Recall: 0.2941
- Overall Partial F1: 0.4204
- Overall Exact Precision: 0.6697
- Overall Exact Recall: 0.2672
- Overall Exact F1: 0.3820
- Companyname Strict Precision: 0.0981
- Companyname Strict Recall: 0.5636
- Companyname Strict F1: 0.1671
- Companyname Ent Type Precision: 0.1344
- Companyname Ent Type Recall: 0.7720
- Companyname Ent Type F1: 0.2289
- Companyname Partial Precision: 0.1178
- Companyname Partial Recall: 0.6769
- Companyname Partial F1: 0.2007
- Companyname Exact Precision: 0.0988
- Companyname Exact Recall: 0.5678
- Companyname Exact F1: 0.1683
- Invoicenumber Strict Precision: 0.1336
- Invoicenumber Strict Recall: 0.8033
- Invoicenumber Strict F1: 0.2291
- Invoicenumber Ent Type Precision: 0.1436
- Invoicenumber Ent Type Recall: 0.8635
- Invoicenumber Ent Type F1: 0.2463
- Invoicenumber Partial Precision: 0.1395
- Invoicenumber Partial Recall: 0.8388
- Invoicenumber Partial F1: 0.2392
- Invoicenumber Exact Precision: 0.1344
- Invoicenumber Exact Recall: 0.8081
- Invoicenumber Exact F1: 0.2304
- Hotelzipcode Strict Precision: 0.0970
- Hotelzipcode Strict Recall: 0.6894
- Hotelzipcode Strict F1: 0.1701
- Hotelzipcode Ent Type Precision: 0.1041
- Hotelzipcode Ent Type Recall: 0.7393
- Hotelzipcode Ent Type F1: 0.1824
- Hotelzipcode Partial Precision: 0.1010
- Hotelzipcode Partial Recall: 0.7178
- Hotelzipcode Partial F1: 0.1771
- Hotelzipcode Exact Precision: 0.0974
- Hotelzipcode Exact Recall: 0.6917
- Hotelzipcode Exact F1: 0.1707
- Pagenumber Strict Precision: 0.0526
- Pagenumber Strict Recall: 0.1178
- Pagenumber Strict F1: 0.0727
- Pagenumber Ent Type Precision: 0.0545
- Pagenumber Ent Type Recall: 0.1221
- Pagenumber Ent Type F1: 0.0753
- Pagenumber Partial Precision: 0.0778
- Pagenumber Partial Recall: 0.1744
- Pagenumber Partial F1: 0.1076
- Pagenumber Exact Precision: 0.0736
- Pagenumber Exact Recall: 0.1649
- Pagenumber Exact F1: 0.1018
- Documenttype Strict Precision: 0.0818
- Documenttype Strict Recall: 0.0220
- Documenttype Strict F1: 0.0347
- Documenttype Ent Type Precision: 0.0927
- Documenttype Ent Type Recall: 0.0249
- Documenttype Ent Type F1: 0.0393
- Documenttype Partial Precision: 0.4731
- Documenttype Partial Recall: 0.1272
- Documenttype Partial F1: 0.2005
- Documenttype Exact Precision: 0.4044
- Documenttype Exact Recall: 0.1087
- Documenttype Exact F1: 0.1714
- Companycountry Strict Precision: 0.0811
- Companycountry Strict Recall: 0.8561
- Companycountry Strict F1: 0.1481
- Companycountry Ent Type Precision: 0.0817
- Companycountry Ent Type Recall: 0.8626
- Companycountry Ent Type F1: 0.1492
- Companycountry Partial Precision: 0.0833
- Companycountry Partial Recall: 0.8798
- Companycountry Partial F1: 0.1522
- Companycountry Exact Precision: 0.0829
- Companycountry Exact Recall: 0.8761
- Companycountry Exact F1: 0.1515
- Companycity Strict Precision: 0.1309
- Companycity Strict Recall: 0.8581
- Companycity Strict F1: 0.2271
- Companycity Ent Type Precision: 0.1380
- Companycity Ent Type Recall: 0.9051
- Companycity Ent Type F1: 0.2395
- Companycity Partial Precision: 0.1367
- Companycity Partial Recall: 0.8967
- Companycity Partial F1: 0.2373
- Companycity Exact Precision: 0.1328
- Companycity Exact Recall: 0.8705
- Companycity Exact F1: 0.2304
- Hotelvatnumber Strict Precision: 0.0413
- Hotelvatnumber Strict Recall: 0.6506
- Hotelvatnumber Strict F1: 0.0777
- Hotelvatnumber Ent Type Precision: 0.0467
- Hotelvatnumber Ent Type Recall: 0.7359
- Hotelvatnumber Ent Type F1: 0.0878
- Hotelvatnumber Partial Precision: 0.0455
- Hotelvatnumber Partial Recall: 0.7171
- Hotelvatnumber Partial F1: 0.0856
- Hotelvatnumber Exact Precision: 0.0425
- Hotelvatnumber Exact Recall: 0.6693
- Hotelvatnumber Exact F1: 0.0799
- Taxamount Strict Precision: 0.0242
- Taxamount Strict Recall: 0.3983
- Taxamount Strict F1: 0.0456
- Taxamount Ent Type Precision: 0.0282
- Taxamount Ent Type Recall: 0.4644
- Taxamount Ent Type F1: 0.0532
- Taxamount Partial Precision: 0.0262
- Taxamount Partial Recall: 0.4323
- Taxamount Partial F1: 0.0495
- Taxamount Exact Precision: 0.0242
- Taxamount Exact Recall: 0.3993
- Taxamount Exact F1: 0.0457
- Cardnumber Strict Precision: 0.0
- Cardnumber Strict Recall: 0
- Cardnumber Strict F1: 0
- Cardnumber Ent Type Precision: 0.0
- Cardnumber Ent Type Recall: 0
- Cardnumber Ent Type F1: 0
- Cardnumber Partial Precision: 0.0
- Cardnumber Partial Recall: 0
- Cardnumber Partial F1: 0
- Cardnumber Exact Precision: 0.0
- Cardnumber Exact Recall: 0
- Cardnumber Exact F1: 0
- Checkin Strict Precision: 0.1363
- Checkin Strict Recall: 0.8862
- Checkin Strict F1: 0.2363
- Checkin Ent Type Precision: 0.1412
- Checkin Ent Type Recall: 0.9178
- Checkin Ent Type F1: 0.2447
- Checkin Partial Precision: 0.1399
- Checkin Partial Recall: 0.9096
- Checkin Partial F1: 0.2425
- Checkin Exact Precision: 0.1372
- Checkin Exact Recall: 0.8920
- Checkin Exact F1: 0.2378
- Externalreservationnumber Strict Precision: 0.0
- Externalreservationnumber Strict Recall: 0
- Externalreservationnumber Strict F1: 0
- Externalreservationnumber Ent Type Precision: 0.0
- Externalreservationnumber Ent Type Recall: 0
- Externalreservationnumber Ent Type F1: 0
- Externalreservationnumber Partial Precision: 0.0
- Externalreservationnumber Partial Recall: 0
- Externalreservationnumber Partial F1: 0
- Externalreservationnumber Exact Precision: 0.0
- Externalreservationnumber Exact Recall: 0
- Externalreservationnumber Exact F1: 0
- Invoicedate Strict Precision: 0.1341
- Invoicedate Strict Recall: 0.8471
- Invoicedate Strict F1: 0.2315
- Invoicedate Ent Type Precision: 0.1403
- Invoicedate Ent Type Recall: 0.8863
- Invoicedate Ent Type F1: 0.2422
- Invoicedate Partial Precision: 0.1382
- Invoicedate Partial Recall: 0.8734
- Invoicedate Partial F1: 0.2387
- Invoicedate Exact Precision: 0.1349
- Invoicedate Exact Recall: 0.8525
- Invoicedate Exact F1: 0.2330
- Hotelname Strict Precision: 0.0558
- Hotelname Strict Recall: 0.2793
- Hotelname Strict F1: 0.0930
- Hotelname Ent Type Precision: 0.0950
- Hotelname Ent Type Recall: 0.4753
- Hotelname Ent Type F1: 0.1583
- Hotelname Partial Precision: 0.0763
- Hotelname Partial Recall: 0.3818
- Hotelname Partial F1: 0.1272
- Hotelname Exact Precision: 0.0560
- Hotelname Exact Recall: 0.2801
- Hotelname Exact F1: 0.0933
- Grossamount Strict Precision: 0.0981
- Grossamount Strict Recall: 0.2058
- Grossamount Strict F1: 0.1329
- Grossamount Ent Type Precision: 0.1060
- Grossamount Ent Type Recall: 0.2225
- Grossamount Ent Type F1: 0.1436
- Grossamount Partial Precision: 0.1029
- Grossamount Partial Recall: 0.2160
- Grossamount Partial F1: 0.1394
- Grossamount Exact Precision: 0.0989
- Grossamount Exact Recall: 0.2075
- Grossamount Exact F1: 0.1339
- Hotelcity Strict Precision: 0.0959
- Hotelcity Strict Recall: 0.6744
- Hotelcity Strict F1: 0.1679
- Hotelcity Ent Type Precision: 0.1025
- Hotelcity Ent Type Recall: 0.7209
- Hotelcity Ent Type F1: 0.1794
- Hotelcity Partial Precision: 0.1009
- Hotelcity Partial Recall: 0.7097
- Hotelcity Partial F1: 0.1766
- Hotelcity Exact Precision: 0.0974
- Hotelcity Exact Recall: 0.6849
- Hotelcity Exact F1: 0.1705
- Cardtype Strict Precision: 0.0
- Cardtype Strict Recall: 0
- Cardtype Strict F1: 0
- Cardtype Ent Type Precision: 0.0
- Cardtype Ent Type Recall: 0
- Cardtype Ent Type F1: 0
- Cardtype Partial Precision: 0.0
- Cardtype Partial Recall: 0
- Cardtype Partial F1: 0
- Cardtype Exact Precision: 0.0
- Cardtype Exact Recall: 0
- Cardtype Exact F1: 0
- Hotelfaxnumber Strict Precision: 0.0565
- Hotelfaxnumber Strict Recall: 0.5845
- Hotelfaxnumber Strict F1: 0.1031
- Hotelfaxnumber Ent Type Precision: 0.0752
- Hotelfaxnumber Ent Type Recall: 0.7782
- Hotelfaxnumber Ent Type F1: 0.1372
- Hotelfaxnumber Partial Precision: 0.0662
- Hotelfaxnumber Partial Recall: 0.6845
- Hotelfaxnumber Partial F1: 0.1207
- Hotelfaxnumber Exact Precision: 0.0567
- Hotelfaxnumber Exact Recall: 0.5867
- Hotelfaxnumber Exact F1: 0.1034
- Hotelphonenumber Strict Precision: 0.0767
- Hotelphonenumber Strict Recall: 0.5536
- Hotelphonenumber Strict F1: 0.1347
- Hotelphonenumber Ent Type Precision: 0.1082
- Hotelphonenumber Ent Type Recall: 0.7808
- Hotelphonenumber Ent Type F1: 0.1900
- Hotelphonenumber Partial Precision: 0.0927
- Hotelphonenumber Partial Recall: 0.6689
- Hotelphonenumber Partial F1: 0.1628
- Hotelphonenumber Exact Precision: 0.0769
- Hotelphonenumber Exact Recall: 0.5551
- Hotelphonenumber Exact F1: 0.1351
- Hotelemail Strict Precision: 0.1018
- Hotelemail Strict Recall: 0.8556
- Hotelemail Strict F1: 0.1820
- Hotelemail Ent Type Precision: 0.1074
- Hotelemail Ent Type Recall: 0.9027
- Hotelemail Ent Type F1: 0.1920
- Hotelemail Partial Precision: 0.1047
- Hotelemail Partial Recall: 0.8792
- Hotelemail Partial F1: 0.1870
- Hotelemail Exact Precision: 0.1018
- Hotelemail Exact Recall: 0.8556
- Hotelemail Exact F1: 0.1820
- Companyzipcode Strict Precision: 0.1331
- Companyzipcode Strict Recall: 0.8902
- Companyzipcode Strict F1: 0.2315
- Companyzipcode Ent Type Precision: 0.1386
- Companyzipcode Ent Type Recall: 0.9271
- Companyzipcode Ent Type F1: 0.2411
- Companyzipcode Partial Precision: 0.1370
- Companyzipcode Partial Recall: 0.9164
- Companyzipcode Partial F1: 0.2383
- Companyzipcode Exact Precision: 0.1339
- Companyzipcode Exact Recall: 0.8957
- Companyzipcode Exact F1: 0.2329
- Hotelcountry Strict Precision: 0.0285
- Hotelcountry Strict Recall: 0.7653
- Hotelcountry Strict F1: 0.0550
- Hotelcountry Ent Type Precision: 0.0294
- Hotelcountry Ent Type Recall: 0.7896
- Hotelcountry Ent Type F1: 0.0568
- Hotelcountry Partial Precision: 0.0300
- Hotelcountry Partial Recall: 0.8038
- Hotelcountry Partial F1: 0.0578
- Hotelcountry Exact Precision: 0.0294
- Hotelcountry Exact Recall: 0.7889
- Hotelcountry Exact F1: 0.0567
- Bookingnumber Strict Precision: 0.0394
- Bookingnumber Strict Recall: 0.3252
- Bookingnumber Strict F1: 0.0703
- Bookingnumber Ent Type Precision: 0.0425
- Bookingnumber Ent Type Recall: 0.3502
- Bookingnumber Ent Type F1: 0.0757
- Bookingnumber Partial Precision: 0.0777
- Bookingnumber Partial Recall: 0.6407
- Bookingnumber Partial F1: 0.1386
- Bookingnumber Exact Precision: 0.0747
- Bookingnumber Exact Recall: 0.6159
- Bookingnumber Exact F1: 0.1332
- Roomno Strict Precision: 0.0913
- Roomno Strict Recall: 0.9381
- Roomno Strict F1: 0.1663
- Roomno Ent Type Precision: 0.0915
- Roomno Ent Type Recall: 0.9409
- Roomno Ent Type F1: 0.1668
- Roomno Partial Precision: 0.0921
- Roomno Partial Recall: 0.9472
- Roomno Partial F1: 0.1680
- Roomno Exact Precision: 0.0920
- Roomno Exact Recall: 0.9457
- Roomno Exact F1: 0.1677
- Reservationnumber Strict Precision: 0.0
- Reservationnumber Strict Recall: 0
- Reservationnumber Strict F1: 0
- Reservationnumber Ent Type Precision: 0.0
- Reservationnumber Ent Type Recall: 0
- Reservationnumber Ent Type F1: 0
- Reservationnumber Partial Precision: 0.0
- Reservationnumber Partial Recall: 0
- Reservationnumber Partial F1: 0
- Reservationnumber Exact Precision: 0.0
- Reservationnumber Exact Recall: 0
- Reservationnumber Exact F1: 0
- Companyvatnumber Strict Precision: 0.0070
- Companyvatnumber Strict Recall: 0.3776
- Companyvatnumber Strict F1: 0.0138
- Companyvatnumber Ent Type Precision: 0.0089
- Companyvatnumber Ent Type Recall: 0.4790
- Companyvatnumber Ent Type F1: 0.0175
- Companyvatnumber Partial Precision: 0.0096
- Companyvatnumber Partial Recall: 0.5168
- Companyvatnumber Partial F1: 0.0189
- Companyvatnumber Exact Precision: 0.0085
- Companyvatnumber Exact Recall: 0.4584
- Companyvatnumber Exact F1: 0.0168
- Hoteltaxcode Strict Precision: 0.0322
- Hoteltaxcode Strict Recall: 0.5245
- Hoteltaxcode Strict F1: 0.0607
- Hoteltaxcode Ent Type Precision: 0.0345
- Hoteltaxcode Ent Type Recall: 0.5612
- Hoteltaxcode Ent Type F1: 0.0650
- Hoteltaxcode Partial Precision: 0.0357
- Hoteltaxcode Partial Recall: 0.5807
- Hoteltaxcode Partial F1: 0.0673
- Hoteltaxcode Exact Precision: 0.0342
- Hoteltaxcode Exact Recall: 0.5570
- Hoteltaxcode Exact F1: 0.0645
- Travellername Strict Precision: 0.0849
- Travellername Strict Recall: 0.4989
- Travellername Strict F1: 0.1451
- Travellername Ent Type Precision: 0.1210
- Travellername Ent Type Recall: 0.7110
- Travellername Ent Type F1: 0.2068
- Travellername Partial Precision: 0.1037
- Travellername Partial Recall: 0.6092
- Travellername Partial F1: 0.1772
- Travellername Exact Precision: 0.0853
- Travellername Exact Recall: 0.5010
- Travellername Exact F1: 0.1457
- Checkout Strict Precision: 0.1346
- Checkout Strict Recall: 0.8615
- Checkout Strict F1: 0.2328
- Checkout Ent Type Precision: 0.1388
- Checkout Ent Type Recall: 0.8884
- Checkout Ent Type F1: 0.2401
- Checkout Partial Precision: 0.1377
- Checkout Partial Recall: 0.8812
- Checkout Partial F1: 0.2381
- Checkout Exact Precision: 0.1354
- Checkout Exact Recall: 0.8667
- Checkout Exact F1: 0.2342
- Companyaddress Strict Precision: 0.1018
- Companyaddress Strict Recall: 0.5671
- Companyaddress Strict F1: 0.1726
- Companyaddress Ent Type Precision: 0.1389
- Companyaddress Ent Type Recall: 0.7738
- Companyaddress Ent Type F1: 0.2355
- Companyaddress Partial Precision: 0.1209
- Companyaddress Partial Recall: 0.6738
- Companyaddress Partial F1: 0.2051
- Companyaddress Exact Precision: 0.1022
- Companyaddress Exact Recall: 0.5696
- Companyaddress Exact F1: 0.1733
- Hoteladdress Strict Precision: 0.0426
- Hoteladdress Strict Recall: 0.3335
- Hoteladdress Strict F1: 0.0756
- Hoteladdress Ent Type Precision: 0.0794
- Hoteladdress Ent Type Recall: 0.6214
- Hoteladdress Ent Type F1: 0.1408
- Hoteladdress Partial Precision: 0.0614
- Hoteladdress Partial Recall: 0.4808
- Hoteladdress Partial F1: 0.1089
- Hoteladdress Exact Precision: 0.0427
- Hoteladdress Exact Recall: 0.3345
- Hoteladdress Exact F1: 0.0758
- 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
- Currencycode Strict Precision: 0.0276
- Currencycode Strict Recall: 0.1233
- Currencycode Strict F1: 0.0451
- Currencycode Ent Type Precision: 0.0277
- Currencycode Ent Type Recall: 0.1237
- Currencycode Ent Type F1: 0.0453
- Currencycode Partial Precision: 0.0280
- Currencycode Partial Recall: 0.1253
- Currencycode Partial F1: 0.0458
- Currencycode Exact Precision: 0.0278
- Currencycode Exact Recall: 0.1242
- Currencycode Exact F1: 0.0455
- Netamount Strict Precision: 0.0437
- Netamount Strict Recall: 0.4823
- Netamount Strict F1: 0.0801
- Netamount Ent Type Precision: 0.0488
- Netamount Ent Type Recall: 0.5386
- Netamount Ent Type F1: 0.0894
- Netamount Partial Precision: 0.0466
- Netamount Partial Recall: 0.5150
- Netamount Partial F1: 0.0855
- Netamount Exact Precision: 0.0440
- Netamount Exact Recall: 0.4862
- Netamount Exact F1: 0.0807
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: 5e-05
- train_batch_size: 32
- eval_batch_size: 32
- seed: 42
- gradient_accumulation_steps: 32
- total_train_batch_size: 1024
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.5
- num_epochs: 8
- label_smoothing_factor: 0.05
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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | Invoicedate Strict Precision | Invoicedate Strict Recall | Invoicedate Strict F1 | Invoicedate Ent Type Precision | Invoicedate Ent Type Recall | Invoicedate Ent Type F1 | Invoicedate Partial Precision | Invoicedate Partial Recall | Invoicedate Partial F1 | Invoicedate Exact Precision | Invoicedate Exact Recall | Invoicedate Exact F1 | Hotelname Strict Precision | Hotelname Strict Recall | Hotelname Strict F1 | Hotelname Ent Type Precision | Hotelname Ent Type Recall | Hotelname Ent Type F1 | Hotelname Partial Precision | Hotelname Partial Recall | Hotelname Partial F1 | Hotelname Exact Precision | Hotelname Exact Recall | Hotelname Exact F1 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | Hoteladdress Strict Precision | Hoteladdress Strict Recall | Hoteladdress Strict F1 | Hoteladdress Ent Type Precision | Hoteladdress Ent Type Recall | Hoteladdress Ent Type F1 | Hoteladdress Partial Precision | Hoteladdress Partial Recall | Hoteladdress Partial F1 | Hoteladdress Exact Precision | Hoteladdress Exact Recall | Hoteladdress Exact F1 | Currencycode Strict Precision | Currencycode Strict Recall | Currencycode Strict F1 | Currencycode Ent Type Precision | Currencycode Ent Type Recall | Currencycode Ent Type F1 | Currencycode Partial Precision | Currencycode Partial Recall | Currencycode Partial F1 | Currencycode Exact Precision | Currencycode Exact Recall | Currencycode Exact F1 | 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 | 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 | Companycountry Strict Precision | Companycountry Strict Recall | Companycountry Strict F1 | Companycountry Ent Type Precision | Companycountry Ent Type Recall | Companycountry Ent Type F1 | Companycountry Partial Precision | Companycountry Partial Recall | Companycountry Partial F1 | Companycountry Exact Precision | Companycountry Exact Recall | Companycountry Exact F1 | Companycity Strict Precision | Companycity Strict Recall | Companycity Strict F1 | Companycity Ent Type Precision | Companycity Ent Type Recall | Companycity Ent Type F1 | Companycity Partial Precision | Companycity Partial Recall | Companycity Partial F1 | Companycity Exact Precision | Companycity Exact Recall | Companycity Exact F1 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| No log | 0.9982 | 422 | 1.0388 | 0.5620 | 0.2249 | 0.3212 | 0.6571 | 0.2629 | 0.3755 | 0.7579 | 0.3033 | 0.4332 | 0.6798 | 0.2720 | 0.3885 | 0.1668 | 0.8091 | 0.2765 | 0.1769 | 0.8584 | 0.2934 | 0.1729 | 0.8389 | 0.2867 | 0.1678 | 0.8140 | 0.2782 | 0.1181 | 0.6187 | 0.1984 | 0.1303 | 0.6823 | 0.2188 | 0.1252 | 0.6556 | 0.2102 | 0.1189 | 0.6228 | 0.1997 | 0.0684 | 0.5097 | 0.1206 | 0.0741 | 0.5520 | 0.1306 | 0.0723 | 0.5390 | 0.1276 | 0.0689 | 0.5134 | 0.1215 | 0.0641 | 0.5721 | 0.1153 | 0.0746 | 0.6653 | 0.1341 | 0.0715 | 0.6382 | 0.1286 | 0.0659 | 0.5882 | 0.1186 | 0.0369 | 0.6217 | 0.0696 | 0.0433 | 0.7304 | 0.0817 | 0.0403 | 0.6796 | 0.0761 | 0.0370 | 0.6239 | 0.0698 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1664 | 0.8244 | 0.2770 | 0.1764 | 0.8740 | 0.2936 | 0.1725 | 0.8547 | 0.2871 | 0.1673 | 0.8287 | 0.2784 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1599 | 0.8099 | 0.2671 | 0.1698 | 0.8601 | 0.2836 | 0.1658 | 0.8399 | 0.2770 | 0.1607 | 0.8139 | 0.2684 | 0.0644 | 0.2216 | 0.0998 | 0.1193 | 0.4106 | 0.1849 | 0.0930 | 0.3201 | 0.1442 | 0.0646 | 0.2224 | 0.1002 | 0.1240 | 0.2139 | 0.1569 | 0.1374 | 0.2371 | 0.1740 | 0.1324 | 0.2284 | 0.1676 | 0.1253 | 0.2162 | 0.1587 | 0.1194 | 0.6176 | 0.2001 | 0.1298 | 0.6715 | 0.2176 | 0.1273 | 0.6586 | 0.2134 | 0.1218 | 0.6300 | 0.2041 | 0.0744 | 0.5623 | 0.1314 | 0.0992 | 0.7502 | 0.1752 | 0.0869 | 0.6572 | 0.1535 | 0.0744 | 0.5627 | 0.1314 | 0.1234 | 0.7514 | 0.2121 | 0.1338 | 0.8142 | 0.2298 | 0.1286 | 0.7828 | 0.2209 | 0.1234 | 0.7514 | 0.2121 | 0.1723 | 0.8701 | 0.2876 | 0.1786 | 0.9021 | 0.2982 | 0.1776 | 0.8970 | 0.2965 | 0.1740 | 0.8785 | 0.2904 | 0.0464 | 0.3128 | 0.0808 | 0.0502 | 0.3389 | 0.0875 | 0.0935 | 0.6307 | 0.1628 | 0.0903 | 0.6094 | 0.1573 | 0.1225 | 0.8899 | 0.2153 | 0.1233 | 0.8958 | 0.2168 | 0.1239 | 0.9005 | 0.2179 | 0.1235 | 0.8972 | 0.2171 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0165 | 0.4349 | 0.0318 | 0.0210 | 0.5545 | 0.0405 | 0.0209 | 0.5501 | 0.0402 | 0.0182 | 0.4804 | 0.0351 | 0.0391 | 0.5402 | 0.0729 | 0.0420 | 0.5798 | 0.0782 | 0.0427 | 0.5897 | 0.0796 | 0.0411 | 0.5676 | 0.0766 | 0.0625 | 0.2892 | 0.1028 | 0.1174 | 0.5431 | 0.1931 | 0.0913 | 0.4225 | 0.1502 | 0.0628 | 0.2907 | 0.1033 | 0.0400 | 0.1218 | 0.0603 | 0.0407 | 0.1240 | 0.0613 | 0.0405 | 0.1234 | 0.0610 | 0.0401 | 0.1220 | 0.0604 | 0.1164 | 0.4883 | 0.1880 | 0.1661 | 0.6966 | 0.2682 | 0.1437 | 0.6027 | 0.2321 | 0.1176 | 0.4932 | 0.1899 | 0.0976 | 0.0234 | 0.0377 | 0.1097 | 0.0263 | 0.0424 | 0.4680 | 0.1122 | 0.1810 | 0.3835 | 0.0920 | 0.1483 | 0.1015 | 0.8202 | 0.1806 | 0.1065 | 0.8606 | 0.1895 | 0.1069 | 0.8637 | 0.1902 | 0.1042 | 0.8426 | 0.1855 | 0.1575 | 0.7917 | 0.2627 | 0.1684 | 0.8468 | 0.2810 | 0.1665 | 0.8369 | 0.2777 | 0.1604 | 0.8062 | 0.2675 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0993 | 0.5284 | 0.1672 | 0.1413 | 0.7516 | 0.2378 | 0.1205 | 0.6413 | 0.2029 | 0.0995 | 0.5294 | 0.1675 | 0.0347 | 0.7431 | 0.0663 | 0.0358 | 0.7671 | 0.0685 | 0.0365 | 0.7814 | 0.0697 | 0.0358 | 0.7668 | 0.0684 | 0.1098 | 0.4755 | 0.1784 | 0.1605 | 0.6949 | 0.2607 | 0.1362 | 0.5897 | 0.2213 | 0.1102 | 0.4774 | 0.1791 | 0.1681 | 0.8273 | 0.2794 | 0.1760 | 0.8662 | 0.2925 | 0.1727 | 0.8502 | 0.2871 | 0.1687 | 0.8304 | 0.2804 | 0.1302 | 0.5750 | 0.2123 | 0.1767 | 0.7803 | 0.2882 | 0.1548 | 0.6835 | 0.2524 | 0.1311 | 0.5789 | 0.2138 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0492 | 0.6139 | 0.0910 | 0.0580 | 0.7239 | 0.1073 | 0.0541 | 0.6757 | 0.1002 | 0.0496 | 0.6195 | 0.0919 |
| 1.0533 | 1.9982 | 844 | 1.1726 | 0.5307 | 0.1924 | 0.2824 | 0.6172 | 0.2237 | 0.3284 | 0.7546 | 0.2736 | 0.4016 | 0.6785 | 0.2460 | 0.3611 | 0.1087 | 0.5057 | 0.1789 | 0.1507 | 0.7011 | 0.2480 | 0.1312 | 0.6107 | 0.2160 | 0.1094 | 0.5091 | 0.1801 | 0.1538 | 0.7937 | 0.2577 | 0.1673 | 0.8632 | 0.2802 | 0.1613 | 0.8325 | 0.2703 | 0.1545 | 0.7973 | 0.2588 | 0.1056 | 0.6047 | 0.1799 | 0.1172 | 0.6710 | 0.1996 | 0.1122 | 0.6420 | 0.1909 | 0.1062 | 0.6078 | 0.1808 | 0.0635 | 0.1610 | 0.0911 | 0.0659 | 0.1670 | 0.0945 | 0.0745 | 0.1888 | 0.1068 | 0.0714 | 0.1810 | 0.1024 | 0.0874 | 0.0198 | 0.0323 | 0.0990 | 0.0225 | 0.0366 | 0.5009 | 0.1137 | 0.1853 | 0.4185 | 0.0950 | 0.1548 | 0.0905 | 0.8548 | 0.1638 | 0.0925 | 0.8728 | 0.1672 | 0.0938 | 0.8854 | 0.1696 | 0.0927 | 0.8755 | 0.1677 | 0.1482 | 0.8151 | 0.2508 | 0.1568 | 0.8620 | 0.2653 | 0.1550 | 0.8522 | 0.2623 | 0.1504 | 0.8268 | 0.2545 | 0.0546 | 0.5748 | 0.0998 | 0.0673 | 0.7084 | 0.1230 | 0.0629 | 0.6616 | 0.1149 | 0.0561 | 0.5899 | 0.1024 | 0.0466 | 0.5469 | 0.0859 | 0.0551 | 0.6462 | 0.1015 | 0.0510 | 0.5981 | 0.0940 | 0.0467 | 0.5480 | 0.0861 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1543 | 0.8550 | 0.2614 | 0.1621 | 0.8980 | 0.2746 | 0.1590 | 0.8812 | 0.2694 | 0.1550 | 0.8588 | 0.2626 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1472 | 0.7959 | 0.2485 | 0.1642 | 0.8879 | 0.2772 | 0.1568 | 0.8477 | 0.2646 | 0.1481 | 0.8005 | 0.2499 | 0.0588 | 0.2318 | 0.0938 | 0.1024 | 0.4037 | 0.1633 | 0.0814 | 0.3211 | 0.1299 | 0.0590 | 0.2328 | 0.0942 | 0.1208 | 0.2083 | 0.1529 | 0.1340 | 0.2310 | 0.1696 | 0.1286 | 0.2218 | 0.1628 | 0.1218 | 0.2101 | 0.1542 | 0.1024 | 0.6250 | 0.1759 | 0.1115 | 0.6807 | 0.1916 | 0.1086 | 0.6627 | 0.1866 | 0.1037 | 0.6333 | 0.1783 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0693 | 0.5544 | 0.1233 | 0.0922 | 0.7375 | 0.1640 | 0.0810 | 0.6473 | 0.1439 | 0.0694 | 0.5546 | 0.1233 | 0.0928 | 0.5353 | 0.1582 | 0.1336 | 0.7702 | 0.2277 | 0.1134 | 0.6540 | 0.1933 | 0.0930 | 0.5362 | 0.1585 | 0.1212 | 0.7994 | 0.2105 | 0.1301 | 0.8580 | 0.2259 | 0.1256 | 0.8288 | 0.2182 | 0.1212 | 0.7994 | 0.2105 | 0.1596 | 0.8759 | 0.2700 | 0.1659 | 0.9104 | 0.2807 | 0.1645 | 0.9027 | 0.2783 | 0.1608 | 0.8822 | 0.2720 | 0.0291 | 0.7669 | 0.0561 | 0.0296 | 0.7804 | 0.0571 | 0.0303 | 0.7976 | 0.0583 | 0.0298 | 0.7855 | 0.0574 | 0.0462 | 0.3208 | 0.0808 | 0.0502 | 0.3487 | 0.0878 | 0.0924 | 0.6414 | 0.1616 | 0.0894 | 0.6207 | 0.1563 | 0.1061 | 0.9295 | 0.1904 | 0.1065 | 0.9330 | 0.1911 | 0.1072 | 0.9393 | 0.1924 | 0.1070 | 0.9376 | 0.1921 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0081 | 0.4039 | 0.0159 | 0.0113 | 0.5634 | 0.0221 | 0.0105 | 0.5225 | 0.0205 | 0.0088 | 0.4399 | 0.0173 | 0.0388 | 0.5416 | 0.0724 | 0.0421 | 0.5872 | 0.0785 | 0.0427 | 0.5967 | 0.0798 | 0.0407 | 0.5675 | 0.0759 | 0.0952 | 0.4674 | 0.1581 | 0.1361 | 0.6684 | 0.2261 | 0.1164 | 0.5717 | 0.1934 | 0.0955 | 0.4691 | 0.1587 | 0.1531 | 0.8410 | 0.2590 | 0.1607 | 0.8832 | 0.2720 | 0.1574 | 0.8649 | 0.2664 | 0.1535 | 0.8435 | 0.2598 | 0.1225 | 0.5765 | 0.2021 | 0.1620 | 0.7625 | 0.2673 | 0.1431 | 0.6735 | 0.2361 | 0.1231 | 0.5795 | 0.2031 | 0.0469 | 0.2774 | 0.0802 | 0.0906 | 0.5362 | 0.1551 | 0.0694 | 0.4103 | 0.1187 | 0.0472 | 0.2793 | 0.0808 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0395 | 0.1174 | 0.0591 | 0.0399 | 0.1187 | 0.0597 | 0.0398 | 0.1183 | 0.0595 | 0.0395 | 0.1175 | 0.0591 | 0.0569 | 0.5863 | 0.1038 | 0.0645 | 0.6642 | 0.1176 | 0.0610 | 0.6280 | 0.1112 | 0.0572 | 0.5887 | 0.1042 |
| 0.7377 | 2.9982 | 1266 | 1.0882 | 0.5189 | 0.1890 | 0.2771 | 0.6074 | 0.2213 | 0.3244 | 0.7413 | 0.2701 | 0.3959 | 0.6652 | 0.2423 | 0.3553 | 0.1031 | 0.5013 | 0.1710 | 0.1465 | 0.7126 | 0.2430 | 0.1265 | 0.6153 | 0.2099 | 0.1038 | 0.5050 | 0.1722 | 0.1432 | 0.7773 | 0.2419 | 0.1581 | 0.8582 | 0.2670 | 0.1515 | 0.8222 | 0.2558 | 0.1439 | 0.7809 | 0.2430 | 0.0995 | 0.6146 | 0.1712 | 0.1104 | 0.6819 | 0.1900 | 0.1057 | 0.6528 | 0.1819 | 0.1000 | 0.6179 | 0.1722 | 0.0608 | 0.1263 | 0.0821 | 0.0622 | 0.1292 | 0.0840 | 0.0805 | 0.1671 | 0.1087 | 0.0771 | 0.1601 | 0.1041 | 0.0849 | 0.0198 | 0.0322 | 0.0965 | 0.0226 | 0.0366 | 0.4803 | 0.1123 | 0.1820 | 0.4025 | 0.0941 | 0.1525 | 0.0889 | 0.8624 | 0.1612 | 0.0910 | 0.8830 | 0.1651 | 0.0918 | 0.8905 | 0.1665 | 0.0907 | 0.8799 | 0.1645 | 0.1417 | 0.8363 | 0.2424 | 0.1520 | 0.8970 | 0.2600 | 0.1492 | 0.8806 | 0.2552 | 0.1439 | 0.8488 | 0.2460 | 0.0474 | 0.5852 | 0.0876 | 0.0564 | 0.6975 | 0.1044 | 0.0535 | 0.6607 | 0.0989 | 0.0485 | 0.5992 | 0.0897 | 0.0390 | 0.4544 | 0.0719 | 0.0439 | 0.5108 | 0.0808 | 0.0415 | 0.4836 | 0.0765 | 0.0391 | 0.4549 | 0.0719 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1383 | 0.8444 | 0.2377 | 0.1456 | 0.8890 | 0.2503 | 0.1431 | 0.8732 | 0.2458 | 0.1392 | 0.8496 | 0.2392 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1436 | 0.8080 | 0.2439 | 0.1537 | 0.8648 | 0.2611 | 0.1499 | 0.8432 | 0.2545 | 0.1447 | 0.8143 | 0.2458 | 0.0544 | 0.2298 | 0.0879 | 0.1001 | 0.4233 | 0.1619 | 0.0782 | 0.3305 | 0.1264 | 0.0546 | 0.2308 | 0.0883 | 0.1073 | 0.2017 | 0.1401 | 0.1168 | 0.2196 | 0.1525 | 0.1134 | 0.2131 | 0.1480 | 0.1085 | 0.2039 | 0.1416 | 0.1002 | 0.6127 | 0.1723 | 0.1113 | 0.6805 | 0.1913 | 0.1076 | 0.6576 | 0.1849 | 0.1018 | 0.6222 | 0.1750 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0545 | 0.4851 | 0.0979 | 0.0761 | 0.6775 | 0.1368 | 0.0654 | 0.5821 | 0.1175 | 0.0545 | 0.4855 | 0.0980 | 0.0794 | 0.4858 | 0.1365 | 0.1160 | 0.7096 | 0.1993 | 0.0979 | 0.5993 | 0.1684 | 0.0796 | 0.4871 | 0.1368 | 0.1062 | 0.7854 | 0.1871 | 0.1145 | 0.8469 | 0.2018 | 0.1104 | 0.8162 | 0.1945 | 0.1062 | 0.7854 | 0.1871 | 0.1433 | 0.8637 | 0.2458 | 0.1496 | 0.9017 | 0.2566 | 0.1475 | 0.8895 | 0.2531 | 0.1440 | 0.8682 | 0.2471 | 0.0318 | 0.7468 | 0.0611 | 0.0325 | 0.7635 | 0.0624 | 0.0335 | 0.7851 | 0.0642 | 0.0330 | 0.7733 | 0.0632 | 0.0424 | 0.3210 | 0.0749 | 0.0462 | 0.3493 | 0.0816 | 0.0847 | 0.6407 | 0.1496 | 0.0814 | 0.6161 | 0.1438 | 0.0914 | 0.9299 | 0.1664 | 0.0916 | 0.9323 | 0.1669 | 0.0921 | 0.9375 | 0.1678 | 0.0920 | 0.9363 | 0.1676 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0134 | 0.4920 | 0.0261 | 0.0157 | 0.5740 | 0.0305 | 0.0158 | 0.5804 | 0.0308 | 0.0145 | 0.5313 | 0.0282 | 0.0317 | 0.4767 | 0.0594 | 0.0353 | 0.5315 | 0.0662 | 0.0360 | 0.5420 | 0.0675 | 0.0335 | 0.5039 | 0.0627 | 0.0871 | 0.4677 | 0.1469 | 0.1279 | 0.6866 | 0.2156 | 0.1081 | 0.5805 | 0.1823 | 0.0873 | 0.4690 | 0.1473 | 0.1349 | 0.8221 | 0.2317 | 0.1416 | 0.8629 | 0.2433 | 0.1390 | 0.8470 | 0.2388 | 0.1355 | 0.8260 | 0.2329 | 0.1104 | 0.5472 | 0.1838 | 0.1524 | 0.7553 | 0.2537 | 0.1321 | 0.6544 | 0.2198 | 0.1109 | 0.5493 | 0.1845 | 0.0491 | 0.2905 | 0.0840 | 0.0910 | 0.5382 | 0.1556 | 0.0708 | 0.4188 | 0.1211 | 0.0493 | 0.2917 | 0.0843 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0315 | 0.1267 | 0.0504 | 0.0316 | 0.1275 | 0.0507 | 0.0320 | 0.1290 | 0.0513 | 0.0318 | 0.1279 | 0.0509 | 0.0543 | 0.5302 | 0.0985 | 0.0623 | 0.6076 | 0.1129 | 0.0587 | 0.5734 | 0.1066 | 0.0547 | 0.5339 | 0.0992 |
| 0.6884 | 3.9982 | 1688 | 1.1330 | 0.4999 | 0.1963 | 0.2819 | 0.5786 | 0.2272 | 0.3263 | 0.7201 | 0.2827 | 0.4060 | 0.6485 | 0.2546 | 0.3656 | 0.0873 | 0.5155 | 0.1494 | 0.1237 | 0.7304 | 0.2116 | 0.1066 | 0.6294 | 0.1824 | 0.0878 | 0.5181 | 0.1501 | 0.1265 | 0.7797 | 0.2177 | 0.1382 | 0.8514 | 0.2377 | 0.1332 | 0.8207 | 0.2292 | 0.1273 | 0.7844 | 0.2190 | 0.0823 | 0.6516 | 0.1461 | 0.0909 | 0.7199 | 0.1614 | 0.0872 | 0.6906 | 0.1549 | 0.0826 | 0.6543 | 0.1467 | 0.0510 | 0.1138 | 0.0704 | 0.0527 | 0.1177 | 0.0728 | 0.0724 | 0.1616 | 0.1000 | 0.0674 | 0.1505 | 0.0931 | 0.0796 | 0.0214 | 0.0338 | 0.0907 | 0.0244 | 0.0385 | 0.4561 | 0.1228 | 0.1935 | 0.3828 | 0.1031 | 0.1624 | 0.0753 | 0.8604 | 0.1384 | 0.0765 | 0.8751 | 0.1408 | 0.0777 | 0.8883 | 0.1429 | 0.0770 | 0.8806 | 0.1417 | 0.1231 | 0.8413 | 0.2148 | 0.1317 | 0.9001 | 0.2298 | 0.1296 | 0.8858 | 0.2261 | 0.1250 | 0.8545 | 0.2181 | 0.0323 | 0.6382 | 0.0615 | 0.0376 | 0.7430 | 0.0716 | 0.0356 | 0.7025 | 0.0677 | 0.0327 | 0.6454 | 0.0622 | 0.0211 | 0.4673 | 0.0403 | 0.0248 | 0.5505 | 0.0475 | 0.0230 | 0.5104 | 0.0440 | 0.0211 | 0.4688 | 0.0404 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1302 | 0.8682 | 0.2264 | 0.1354 | 0.9029 | 0.2355 | 0.1340 | 0.8933 | 0.2330 | 0.1311 | 0.8740 | 0.2279 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1253 | 0.8160 | 0.2172 | 0.1324 | 0.8624 | 0.2296 | 0.1298 | 0.8453 | 0.2250 | 0.1261 | 0.8216 | 0.2187 | 0.0441 | 0.2598 | 0.0754 | 0.0790 | 0.4652 | 0.1350 | 0.0623 | 0.3667 | 0.1064 | 0.0443 | 0.2610 | 0.0758 | 0.0971 | 0.2102 | 0.1329 | 0.1049 | 0.2270 | 0.1435 | 0.1020 | 0.2208 | 0.1395 | 0.0980 | 0.2122 | 0.1341 | 0.0826 | 0.6687 | 0.1470 | 0.0893 | 0.7227 | 0.1589 | 0.0874 | 0.7075 | 0.1556 | 0.0839 | 0.6790 | 0.1493 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0552 | 0.5669 | 0.1005 | 0.0743 | 0.7639 | 0.1355 | 0.0648 | 0.6659 | 0.1181 | 0.0552 | 0.5670 | 0.1006 | 0.0679 | 0.4965 | 0.1194 | 0.0993 | 0.7268 | 0.1747 | 0.0837 | 0.6123 | 0.1472 | 0.0679 | 0.4971 | 0.1195 | 0.0967 | 0.8107 | 0.1728 | 0.1038 | 0.8701 | 0.1855 | 0.1003 | 0.8405 | 0.1792 | 0.0967 | 0.8107 | 0.1728 | 0.1194 | 0.8500 | 0.2093 | 0.1246 | 0.8872 | 0.2185 | 0.1229 | 0.8755 | 0.2156 | 0.1200 | 0.8548 | 0.2105 | 0.0248 | 0.7619 | 0.0481 | 0.0253 | 0.7772 | 0.0491 | 0.0261 | 0.8006 | 0.0505 | 0.0257 | 0.7893 | 0.0498 | 0.0347 | 0.3371 | 0.0629 | 0.0381 | 0.3706 | 0.0691 | 0.0686 | 0.6667 | 0.1243 | 0.0656 | 0.6381 | 0.1190 | 0.0876 | 0.9378 | 0.1603 | 0.0879 | 0.9403 | 0.1607 | 0.0883 | 0.9455 | 0.1616 | 0.0882 | 0.9442 | 0.1614 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0020 | 0.3503 | 0.0040 | 0.0025 | 0.4269 | 0.0049 | 0.0024 | 0.4060 | 0.0047 | 0.0021 | 0.3666 | 0.0042 | 0.0299 | 0.5340 | 0.0566 | 0.0328 | 0.5857 | 0.0621 | 0.0328 | 0.5862 | 0.0621 | 0.0313 | 0.5587 | 0.0592 | 0.0841 | 0.4709 | 0.1428 | 0.1215 | 0.6801 | 0.2062 | 0.1040 | 0.5819 | 0.1764 | 0.0846 | 0.4738 | 0.1436 | 0.1334 | 0.8557 | 0.2308 | 0.1377 | 0.8833 | 0.2382 | 0.1364 | 0.8748 | 0.2359 | 0.1341 | 0.8604 | 0.2321 | 0.0928 | 0.5336 | 0.1581 | 0.1254 | 0.7210 | 0.2136 | 0.1095 | 0.6299 | 0.1866 | 0.0931 | 0.5353 | 0.1586 | 0.0311 | 0.2641 | 0.0557 | 0.0600 | 0.5092 | 0.1074 | 0.0459 | 0.3895 | 0.0821 | 0.0312 | 0.2645 | 0.0558 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0171 | 0.1307 | 0.0302 | 0.0171 | 0.1309 | 0.0302 | 0.0174 | 0.1330 | 0.0307 | 0.0172 | 0.1317 | 0.0304 | 0.0360 | 0.5123 | 0.0673 | 0.0413 | 0.5877 | 0.0772 | 0.0390 | 0.5553 | 0.0729 | 0.0363 | 0.5171 | 0.0679 |
| 0.6509 | 4.9982 | 2110 | 1.0294 | 0.5717 | 0.2699 | 0.3667 | 0.6569 | 0.3101 | 0.4213 | 0.7437 | 0.3511 | 0.4770 | 0.6796 | 0.3209 | 0.4359 | 0.1080 | 0.5677 | 0.1815 | 0.1485 | 0.7804 | 0.2496 | 0.1302 | 0.6841 | 0.2188 | 0.1090 | 0.5727 | 0.1832 | 0.1448 | 0.8060 | 0.2455 | 0.1564 | 0.8710 | 0.2653 | 0.1515 | 0.8436 | 0.2569 | 0.1456 | 0.8108 | 0.2469 | 0.1085 | 0.6670 | 0.1867 | 0.1169 | 0.7183 | 0.2011 | 0.1135 | 0.6975 | 0.1952 | 0.1091 | 0.6705 | 0.1877 | 0.0577 | 0.1262 | 0.0792 | 0.0602 | 0.1319 | 0.0827 | 0.0813 | 0.1779 | 0.1116 | 0.0772 | 0.1691 | 0.1060 | 0.0958 | 0.0315 | 0.0474 | 0.1091 | 0.0359 | 0.0540 | 0.4082 | 0.1343 | 0.2021 | 0.3487 | 0.1147 | 0.1726 | 0.0898 | 0.8529 | 0.1625 | 0.0905 | 0.8599 | 0.1638 | 0.0924 | 0.8776 | 0.1672 | 0.0918 | 0.8722 | 0.1661 | 0.1435 | 0.8408 | 0.2452 | 0.1531 | 0.8967 | 0.2615 | 0.1509 | 0.8840 | 0.2578 | 0.1456 | 0.8531 | 0.2488 | 0.0595 | 0.6304 | 0.1088 | 0.0678 | 0.7180 | 0.1239 | 0.0674 | 0.7133 | 0.1231 | 0.0629 | 0.6657 | 0.1149 | 0.0323 | 0.4097 | 0.0598 | 0.0370 | 0.4699 | 0.0686 | 0.0347 | 0.4410 | 0.0644 | 0.0323 | 0.4106 | 0.0600 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1478 | 0.8782 | 0.2531 | 0.1543 | 0.9168 | 0.2642 | 0.1522 | 0.9040 | 0.2605 | 0.1486 | 0.8827 | 0.2544 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1446 | 0.8394 | 0.2467 | 0.1529 | 0.8878 | 0.2609 | 0.1499 | 0.8699 | 0.2557 | 0.1455 | 0.8445 | 0.2482 | 0.0608 | 0.2796 | 0.0998 | 0.1032 | 0.4748 | 0.1696 | 0.0830 | 0.3818 | 0.1363 | 0.0609 | 0.2803 | 0.1001 | 0.1108 | 0.2079 | 0.1446 | 0.1199 | 0.2249 | 0.1564 | 0.1164 | 0.2184 | 0.1519 | 0.1118 | 0.2097 | 0.1458 | 0.1104 | 0.6457 | 0.1886 | 0.1196 | 0.6994 | 0.2043 | 0.1170 | 0.6842 | 0.1998 | 0.1121 | 0.6557 | 0.1915 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0671 | 0.6227 | 0.1211 | 0.0865 | 0.8028 | 0.1561 | 0.0771 | 0.7157 | 0.1392 | 0.0673 | 0.6243 | 0.1214 | 0.0903 | 0.5826 | 0.1564 | 0.1232 | 0.7945 | 0.2133 | 0.1069 | 0.6895 | 0.1850 | 0.0904 | 0.5831 | 0.1565 | 0.1125 | 0.8285 | 0.1982 | 0.1183 | 0.8711 | 0.2084 | 0.1154 | 0.8499 | 0.2033 | 0.1125 | 0.8285 | 0.1982 | 0.1473 | 0.8850 | 0.2526 | 0.1527 | 0.9170 | 0.2618 | 0.1514 | 0.9093 | 0.2596 | 0.1484 | 0.8913 | 0.2544 | 0.0319 | 0.7606 | 0.0611 | 0.0325 | 0.7765 | 0.0624 | 0.0334 | 0.7975 | 0.0641 | 0.0330 | 0.7883 | 0.0634 | 0.0402 | 0.3309 | 0.0717 | 0.0437 | 0.3595 | 0.0779 | 0.0784 | 0.6454 | 0.1398 | 0.0751 | 0.6184 | 0.1339 | 0.0997 | 0.9318 | 0.1801 | 0.0999 | 0.9344 | 0.1806 | 0.1007 | 0.9411 | 0.1819 | 0.1005 | 0.9398 | 0.1816 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0111 | 0.4327 | 0.0217 | 0.0131 | 0.5090 | 0.0255 | 0.0139 | 0.5398 | 0.0270 | 0.0127 | 0.4950 | 0.0248 | 0.0363 | 0.5365 | 0.0681 | 0.0392 | 0.5780 | 0.0733 | 0.0401 | 0.5918 | 0.0751 | 0.0385 | 0.5681 | 0.0721 | 0.0918 | 0.5080 | 0.1555 | 0.1283 | 0.7101 | 0.2174 | 0.1109 | 0.6136 | 0.1878 | 0.0922 | 0.5103 | 0.1562 | 0.1446 | 0.8488 | 0.2470 | 0.1491 | 0.8757 | 0.2549 | 0.1480 | 0.8687 | 0.2528 | 0.1455 | 0.8544 | 0.2487 | 0.1155 | 0.6052 | 0.1939 | 0.1556 | 0.8157 | 0.2614 | 0.1363 | 0.7145 | 0.2289 | 0.1159 | 0.6075 | 0.1947 | 0.0524 | 0.3342 | 0.0906 | 0.0970 | 0.6187 | 0.1678 | 0.0754 | 0.4805 | 0.1303 | 0.0526 | 0.3352 | 0.0909 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0332 | 0.1236 | 0.0524 | 0.0334 | 0.1242 | 0.0527 | 0.0338 | 0.1256 | 0.0532 | 0.0335 | 0.1244 | 0.0527 | 0.0521 | 0.5036 | 0.0945 | 0.0582 | 0.5626 | 0.1055 | 0.0555 | 0.5366 | 0.1007 | 0.0524 | 0.5066 | 0.0950 |
| 0.6141 | 5.9982 | 2532 | 1.1666 | 0.5262 | 0.2151 | 0.3053 | 0.6035 | 0.2467 | 0.3502 | 0.7392 | 0.3021 | 0.4289 | 0.6711 | 0.2743 | 0.3894 | 0.1001 | 0.5581 | 0.1697 | 0.1377 | 0.7681 | 0.2335 | 0.1203 | 0.6713 | 0.2041 | 0.1008 | 0.5621 | 0.1709 | 0.1364 | 0.7907 | 0.2326 | 0.1480 | 0.8578 | 0.2524 | 0.1432 | 0.8305 | 0.2443 | 0.1373 | 0.7963 | 0.2343 | 0.1010 | 0.6759 | 0.1757 | 0.1084 | 0.7257 | 0.1886 | 0.1053 | 0.7050 | 0.1833 | 0.1014 | 0.6788 | 0.1765 | 0.0542 | 0.1232 | 0.0753 | 0.0565 | 0.1284 | 0.0785 | 0.0783 | 0.1778 | 0.1087 | 0.0739 | 0.1679 | 0.1026 | 0.0837 | 0.0230 | 0.0360 | 0.0953 | 0.0261 | 0.0410 | 0.4654 | 0.1277 | 0.2005 | 0.3941 | 0.1082 | 0.1698 | 0.0836 | 0.8601 | 0.1524 | 0.0843 | 0.8674 | 0.1537 | 0.0860 | 0.8848 | 0.1568 | 0.0856 | 0.8807 | 0.1561 | 0.1348 | 0.8613 | 0.2331 | 0.1419 | 0.9067 | 0.2454 | 0.1405 | 0.8978 | 0.2430 | 0.1366 | 0.8732 | 0.2363 | 0.0456 | 0.6456 | 0.0852 | 0.0518 | 0.7331 | 0.0967 | 0.0505 | 0.7144 | 0.0943 | 0.0470 | 0.6654 | 0.0878 | 0.0268 | 0.4138 | 0.0503 | 0.0310 | 0.4788 | 0.0582 | 0.0289 | 0.4474 | 0.0544 | 0.0268 | 0.4146 | 0.0504 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1372 | 0.8881 | 0.2377 | 0.1424 | 0.9214 | 0.2466 | 0.1408 | 0.9110 | 0.2439 | 0.1379 | 0.8927 | 0.2390 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1388 | 0.8430 | 0.2383 | 0.1469 | 0.8927 | 0.2524 | 0.1442 | 0.8759 | 0.2476 | 0.1400 | 0.8502 | 0.2403 | 0.0568 | 0.2839 | 0.0947 | 0.0959 | 0.4794 | 0.1599 | 0.0773 | 0.3865 | 0.1289 | 0.0570 | 0.2849 | 0.0950 | 0.1035 | 0.2083 | 0.1383 | 0.1117 | 0.2248 | 0.1493 | 0.1085 | 0.2184 | 0.1450 | 0.1044 | 0.2100 | 0.1394 | 0.1002 | 0.6753 | 0.1745 | 0.1077 | 0.7260 | 0.1876 | 0.1055 | 0.7114 | 0.1838 | 0.1015 | 0.6845 | 0.1768 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0609 | 0.6032 | 0.1107 | 0.0796 | 0.7882 | 0.1446 | 0.0705 | 0.6975 | 0.1280 | 0.0610 | 0.6043 | 0.1109 | 0.0827 | 0.5641 | 0.1443 | 0.1153 | 0.7860 | 0.2011 | 0.0993 | 0.6770 | 0.1732 | 0.0830 | 0.5656 | 0.1447 | 0.1056 | 0.8361 | 0.1876 | 0.1119 | 0.8854 | 0.1986 | 0.1088 | 0.8608 | 0.1931 | 0.1056 | 0.8361 | 0.1876 | 0.1379 | 0.8849 | 0.2386 | 0.1431 | 0.9185 | 0.2477 | 0.1417 | 0.9095 | 0.2452 | 0.1387 | 0.8904 | 0.2401 | 0.0296 | 0.7504 | 0.0569 | 0.0304 | 0.7715 | 0.0585 | 0.0312 | 0.7905 | 0.0599 | 0.0306 | 0.7772 | 0.0589 | 0.0390 | 0.3267 | 0.0696 | 0.0421 | 0.3532 | 0.0753 | 0.0773 | 0.6480 | 0.1381 | 0.0743 | 0.6226 | 0.1327 | 0.0937 | 0.9403 | 0.1704 | 0.0940 | 0.9434 | 0.1709 | 0.0946 | 0.9498 | 0.1721 | 0.0944 | 0.9481 | 0.1718 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0066 | 0.4051 | 0.0130 | 0.0085 | 0.5239 | 0.0168 | 0.0088 | 0.5403 | 0.0173 | 0.0077 | 0.4752 | 0.0152 | 0.0329 | 0.5181 | 0.0618 | 0.0359 | 0.5661 | 0.0675 | 0.0366 | 0.5772 | 0.0689 | 0.0348 | 0.5479 | 0.0654 | 0.0840 | 0.4993 | 0.1438 | 0.1188 | 0.7062 | 0.2034 | 0.1021 | 0.6068 | 0.1748 | 0.0843 | 0.5012 | 0.1444 | 0.1371 | 0.8665 | 0.2368 | 0.1409 | 0.8900 | 0.2432 | 0.1398 | 0.8832 | 0.2414 | 0.1378 | 0.8706 | 0.2379 | 0.1052 | 0.5777 | 0.1780 | 0.1415 | 0.7769 | 0.2394 | 0.1239 | 0.6805 | 0.2097 | 0.1056 | 0.5800 | 0.1787 | 0.0423 | 0.3310 | 0.0750 | 0.0784 | 0.6135 | 0.1390 | 0.0607 | 0.4751 | 0.1076 | 0.0424 | 0.3318 | 0.0752 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0290 | 0.1290 | 0.0474 | 0.0291 | 0.1294 | 0.0476 | 0.0294 | 0.1307 | 0.0480 | 0.0292 | 0.1298 | 0.0477 | 0.0466 | 0.5052 | 0.0854 | 0.0523 | 0.5663 | 0.0957 | 0.0499 | 0.5408 | 0.0914 | 0.0470 | 0.5092 | 0.0861 |
| 0.6141 | 6.9982 | 2954 | 1.2189 | 0.5162 | 0.2107 | 0.2992 | 0.5938 | 0.2424 | 0.3443 | 0.7307 | 0.2983 | 0.4236 | 0.6636 | 0.2709 | 0.3847 | 0.0943 | 0.5573 | 0.1613 | 0.1303 | 0.7698 | 0.2228 | 0.1135 | 0.6707 | 0.1942 | 0.0949 | 0.5606 | 0.1623 | 0.1310 | 0.8002 | 0.2252 | 0.1410 | 0.8616 | 0.2424 | 0.1369 | 0.8364 | 0.2353 | 0.1318 | 0.8053 | 0.2266 | 0.0929 | 0.6815 | 0.1636 | 0.1000 | 0.7334 | 0.1760 | 0.0970 | 0.7115 | 0.1708 | 0.0933 | 0.6840 | 0.1642 | 0.0519 | 0.1108 | 0.0707 | 0.0537 | 0.1147 | 0.0732 | 0.0793 | 0.1692 | 0.1080 | 0.0752 | 0.1606 | 0.1024 | 0.0813 | 0.0227 | 0.0355 | 0.0924 | 0.0258 | 0.0403 | 0.4564 | 0.1274 | 0.1992 | 0.3891 | 0.1087 | 0.1699 | 0.0799 | 0.8588 | 0.1462 | 0.0805 | 0.8658 | 0.1474 | 0.0820 | 0.8818 | 0.1501 | 0.0816 | 0.8772 | 0.1493 | 0.1276 | 0.8588 | 0.2222 | 0.1347 | 0.9067 | 0.2345 | 0.1333 | 0.8970 | 0.2320 | 0.1294 | 0.8711 | 0.2253 | 0.0385 | 0.6281 | 0.0726 | 0.0437 | 0.7126 | 0.0824 | 0.0426 | 0.6942 | 0.0802 | 0.0396 | 0.6454 | 0.0746 | 0.0257 | 0.4132 | 0.0484 | 0.0304 | 0.4887 | 0.0573 | 0.0282 | 0.4522 | 0.0530 | 0.0258 | 0.4143 | 0.0486 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1329 | 0.8810 | 0.2309 | 0.1384 | 0.9174 | 0.2405 | 0.1369 | 0.9077 | 0.2379 | 0.1339 | 0.8878 | 0.2327 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1316 | 0.8450 | 0.2278 | 0.1381 | 0.8866 | 0.2390 | 0.1357 | 0.8712 | 0.2349 | 0.1323 | 0.8493 | 0.2290 | 0.0505 | 0.2787 | 0.0856 | 0.0866 | 0.4777 | 0.1466 | 0.0693 | 0.3821 | 0.1173 | 0.0507 | 0.2799 | 0.0859 | 0.0955 | 0.2066 | 0.1307 | 0.1032 | 0.2232 | 0.1412 | 0.1004 | 0.2171 | 0.1373 | 0.0965 | 0.2087 | 0.1320 | 0.0899 | 0.6784 | 0.1587 | 0.0964 | 0.7279 | 0.1703 | 0.0949 | 0.7159 | 0.1675 | 0.0914 | 0.6901 | 0.1615 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0549 | 0.5686 | 0.1002 | 0.0744 | 0.7699 | 0.1356 | 0.0649 | 0.6716 | 0.1183 | 0.0551 | 0.5704 | 0.1005 | 0.0769 | 0.5408 | 0.1346 | 0.1098 | 0.7723 | 0.1922 | 0.0936 | 0.6587 | 0.1640 | 0.0771 | 0.5426 | 0.1351 | 0.1021 | 0.8529 | 0.1823 | 0.1080 | 0.9027 | 0.1930 | 0.1051 | 0.8779 | 0.1877 | 0.1021 | 0.8529 | 0.1823 | 0.1294 | 0.8850 | 0.2257 | 0.1350 | 0.9237 | 0.2356 | 0.1333 | 0.9118 | 0.2326 | 0.1301 | 0.8903 | 0.2271 | 0.0277 | 0.7684 | 0.0535 | 0.0287 | 0.7960 | 0.0555 | 0.0292 | 0.8099 | 0.0564 | 0.0287 | 0.7938 | 0.0553 | 0.0382 | 0.3278 | 0.0684 | 0.0411 | 0.3526 | 0.0736 | 0.0751 | 0.6443 | 0.1345 | 0.0722 | 0.6199 | 0.1294 | 0.0879 | 0.9413 | 0.1608 | 0.0881 | 0.9436 | 0.1612 | 0.0887 | 0.9498 | 0.1622 | 0.0886 | 0.9486 | 0.1620 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0064 | 0.3849 | 0.0126 | 0.0081 | 0.4876 | 0.0159 | 0.0086 | 0.5182 | 0.0169 | 0.0076 | 0.4578 | 0.0150 | 0.0313 | 0.5263 | 0.0591 | 0.0338 | 0.5671 | 0.0637 | 0.0346 | 0.5818 | 0.0654 | 0.0332 | 0.5576 | 0.0627 | 0.0825 | 0.4922 | 0.1413 | 0.1184 | 0.7061 | 0.2028 | 0.1012 | 0.6040 | 0.1734 | 0.0829 | 0.4944 | 0.1420 | 0.1304 | 0.8578 | 0.2264 | 0.1352 | 0.8894 | 0.2348 | 0.1337 | 0.8792 | 0.2321 | 0.1312 | 0.8626 | 0.2277 | 0.0987 | 0.5689 | 0.1682 | 0.1350 | 0.7780 | 0.2301 | 0.1174 | 0.6768 | 0.2001 | 0.0991 | 0.5713 | 0.1689 | 0.0376 | 0.3238 | 0.0674 | 0.0705 | 0.6068 | 0.1263 | 0.0543 | 0.4680 | 0.0974 | 0.0377 | 0.3243 | 0.0675 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0284 | 0.1247 | 0.0463 | 0.0285 | 0.1252 | 0.0465 | 0.0289 | 0.1269 | 0.0471 | 0.0287 | 0.1258 | 0.0467 | 0.0436 | 0.5044 | 0.0803 | 0.0490 | 0.5668 | 0.0902 | 0.0466 | 0.5389 | 0.0858 | 0.0438 | 0.5071 | 0.0807 |
| 0.5785 | 7.9982 | 3376 | 1.3407 | 0.5158 | 0.2058 | 0.2942 | 0.5921 | 0.2363 | 0.3377 | 0.7371 | 0.2941 | 0.4204 | 0.6697 | 0.2672 | 0.3820 | 0.0981 | 0.5636 | 0.1671 | 0.1344 | 0.7720 | 0.2289 | 0.1178 | 0.6769 | 0.2007 | 0.0988 | 0.5678 | 0.1683 | 0.1336 | 0.8033 | 0.2291 | 0.1436 | 0.8635 | 0.2463 | 0.1395 | 0.8388 | 0.2392 | 0.1344 | 0.8081 | 0.2304 | 0.0970 | 0.6894 | 0.1701 | 0.1041 | 0.7393 | 0.1824 | 0.1010 | 0.7178 | 0.1771 | 0.0974 | 0.6917 | 0.1707 | 0.0526 | 0.1178 | 0.0727 | 0.0545 | 0.1221 | 0.0753 | 0.0778 | 0.1744 | 0.1076 | 0.0736 | 0.1649 | 0.1018 | 0.0818 | 0.0220 | 0.0347 | 0.0927 | 0.0249 | 0.0393 | 0.4731 | 0.1272 | 0.2005 | 0.4044 | 0.1087 | 0.1714 | 0.0811 | 0.8561 | 0.1481 | 0.0817 | 0.8626 | 0.1492 | 0.0833 | 0.8798 | 0.1522 | 0.0829 | 0.8761 | 0.1515 | 0.1309 | 0.8581 | 0.2271 | 0.1380 | 0.9051 | 0.2395 | 0.1367 | 0.8967 | 0.2373 | 0.1328 | 0.8705 | 0.2304 | 0.0413 | 0.6506 | 0.0777 | 0.0467 | 0.7359 | 0.0878 | 0.0455 | 0.7171 | 0.0856 | 0.0425 | 0.6693 | 0.0799 | 0.0242 | 0.3983 | 0.0456 | 0.0282 | 0.4644 | 0.0532 | 0.0262 | 0.4323 | 0.0495 | 0.0242 | 0.3993 | 0.0457 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1363 | 0.8862 | 0.2363 | 0.1412 | 0.9178 | 0.2447 | 0.1399 | 0.9096 | 0.2425 | 0.1372 | 0.8920 | 0.2378 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1341 | 0.8471 | 0.2315 | 0.1403 | 0.8863 | 0.2422 | 0.1382 | 0.8734 | 0.2387 | 0.1349 | 0.8525 | 0.2330 | 0.0558 | 0.2793 | 0.0930 | 0.0950 | 0.4753 | 0.1583 | 0.0763 | 0.3818 | 0.1272 | 0.0560 | 0.2801 | 0.0933 | 0.0981 | 0.2058 | 0.1329 | 0.1060 | 0.2225 | 0.1436 | 0.1029 | 0.2160 | 0.1394 | 0.0989 | 0.2075 | 0.1339 | 0.0959 | 0.6744 | 0.1679 | 0.1025 | 0.7209 | 0.1794 | 0.1009 | 0.7097 | 0.1766 | 0.0974 | 0.6849 | 0.1705 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0565 | 0.5845 | 0.1031 | 0.0752 | 0.7782 | 0.1372 | 0.0662 | 0.6845 | 0.1207 | 0.0567 | 0.5867 | 0.1034 | 0.0767 | 0.5536 | 0.1347 | 0.1082 | 0.7808 | 0.1900 | 0.0927 | 0.6689 | 0.1628 | 0.0769 | 0.5551 | 0.1351 | 0.1018 | 0.8556 | 0.1820 | 0.1074 | 0.9027 | 0.1920 | 0.1047 | 0.8792 | 0.1870 | 0.1018 | 0.8556 | 0.1820 | 0.1331 | 0.8902 | 0.2315 | 0.1386 | 0.9271 | 0.2411 | 0.1370 | 0.9164 | 0.2383 | 0.1339 | 0.8957 | 0.2329 | 0.0285 | 0.7653 | 0.0550 | 0.0294 | 0.7896 | 0.0568 | 0.0300 | 0.8038 | 0.0578 | 0.0294 | 0.7889 | 0.0567 | 0.0394 | 0.3252 | 0.0703 | 0.0425 | 0.3502 | 0.0757 | 0.0777 | 0.6407 | 0.1386 | 0.0747 | 0.6159 | 0.1332 | 0.0913 | 0.9381 | 0.1663 | 0.0915 | 0.9409 | 0.1668 | 0.0921 | 0.9472 | 0.1680 | 0.0920 | 0.9457 | 0.1677 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0070 | 0.3776 | 0.0138 | 0.0089 | 0.4790 | 0.0175 | 0.0096 | 0.5168 | 0.0189 | 0.0085 | 0.4584 | 0.0168 | 0.0322 | 0.5245 | 0.0607 | 0.0345 | 0.5612 | 0.0650 | 0.0357 | 0.5807 | 0.0673 | 0.0342 | 0.5570 | 0.0645 | 0.0849 | 0.4989 | 0.1451 | 0.1210 | 0.7110 | 0.2068 | 0.1037 | 0.6092 | 0.1772 | 0.0853 | 0.5010 | 0.1457 | 0.1346 | 0.8615 | 0.2328 | 0.1388 | 0.8884 | 0.2401 | 0.1377 | 0.8812 | 0.2381 | 0.1354 | 0.8667 | 0.2342 | 0.1018 | 0.5671 | 0.1726 | 0.1389 | 0.7738 | 0.2355 | 0.1209 | 0.6738 | 0.2051 | 0.1022 | 0.5696 | 0.1733 | 0.0426 | 0.3335 | 0.0756 | 0.0794 | 0.6214 | 0.1408 | 0.0614 | 0.4808 | 0.1089 | 0.0427 | 0.3345 | 0.0758 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0276 | 0.1233 | 0.0451 | 0.0277 | 0.1237 | 0.0453 | 0.0280 | 0.1253 | 0.0458 | 0.0278 | 0.1242 | 0.0455 | 0.0437 | 0.4823 | 0.0801 | 0.0488 | 0.5386 | 0.0894 | 0.0466 | 0.5150 | 0.0855 | 0.0440 | 0.4862 | 0.0807 |
Framework versions
- Transformers 4.51.1
- Pytorch 2.3.1+cu121
- Datasets 2.20.0
- Tokenizers 0.21.1
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