userReviewed-20250328171842
This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.2793
- Overall Strict Precision: 0.7300
- Overall Strict Recall: 0.5785
- Overall Strict F1: 0.6455
- Overall Ent Type Precision: 0.8309
- Overall Ent Type Recall: 0.6585
- Overall Ent Type F1: 0.7347
- Overall Partial Precision: 0.7923
- Overall Partial Recall: 0.6279
- Overall Partial F1: 0.7006
- Overall Exact Precision: 0.7395
- Overall Exact Recall: 0.5860
- Overall Exact F1: 0.6539
- Roomno Strict Precision: 0.2300
- Roomno Strict Recall: 0.7749
- Roomno Strict F1: 0.3547
- Roomno Ent Type Precision: 0.2316
- Roomno Ent Type Recall: 0.7802
- Roomno Ent Type F1: 0.3572
- Roomno Partial Precision: 0.2347
- Roomno Partial Recall: 0.7908
- Roomno Partial F1: 0.3620
- Roomno Exact Precision: 0.2337
- Roomno Exact Recall: 0.7872
- Roomno Exact F1: 0.3604
- Cardnumber Strict Precision: 0.0075
- Cardnumber Strict Recall: 0.2706
- Cardnumber Strict F1: 0.0146
- Cardnumber Ent Type Precision: 0.0108
- Cardnumber Ent Type Recall: 0.3883
- Cardnumber Ent Type F1: 0.0210
- Cardnumber Partial Precision: 0.0093
- Cardnumber Partial Recall: 0.3340
- Cardnumber Partial F1: 0.0180
- Cardnumber Exact Precision: 0.0076
- Cardnumber Exact Recall: 0.2738
- Cardnumber Exact F1: 0.0148
- Hotelcountry Strict Precision: 0.0429
- Hotelcountry Strict Recall: 0.7582
- Hotelcountry Strict F1: 0.0812
- Hotelcountry Ent Type Precision: 0.0437
- Hotelcountry Ent Type Recall: 0.7729
- Hotelcountry Ent Type F1: 0.0828
- Hotelcountry Partial Precision: 0.0449
- Hotelcountry Partial Recall: 0.7929
- Hotelcountry Partial F1: 0.0849
- Hotelcountry Exact Precision: 0.0443
- Hotelcountry Exact Recall: 0.7836
- Hotelcountry Exact F1: 0.0839
- Taxamount Strict Precision: 0.0742
- Taxamount Strict Recall: 0.7566
- Taxamount Strict F1: 0.1351
- Taxamount Ent Type Precision: 0.0827
- Taxamount Ent Type Recall: 0.8439
- Taxamount Ent Type F1: 0.1507
- Taxamount Partial Precision: 0.0789
- Taxamount Partial Recall: 0.8043
- Taxamount Partial F1: 0.1436
- Taxamount Exact Precision: 0.0745
- Taxamount Exact Recall: 0.7596
- Taxamount Exact F1: 0.1356
- Hotelzipcode Strict Precision: 0.1621
- Hotelzipcode Strict Recall: 0.6964
- Hotelzipcode Strict F1: 0.2629
- Hotelzipcode Ent Type Precision: 0.1719
- Hotelzipcode Ent Type Recall: 0.7388
- Hotelzipcode Ent Type F1: 0.2789
- Hotelzipcode Partial Precision: 0.1687
- Hotelzipcode Partial Recall: 0.7248
- Hotelzipcode Partial F1: 0.2737
- Hotelzipcode Exact Precision: 0.1634
- Hotelzipcode Exact Recall: 0.7022
- Hotelzipcode Exact F1: 0.2651
- Hoteltaxcode Strict Precision: 0.0351
- Hoteltaxcode Strict Recall: 0.5831
- Hoteltaxcode Strict F1: 0.0662
- Hoteltaxcode Ent Type Precision: 0.0373
- Hoteltaxcode Ent Type Recall: 0.6190
- Hoteltaxcode Ent Type F1: 0.0703
- Hoteltaxcode Partial Precision: 0.0379
- Hoteltaxcode Partial Recall: 0.6301
- Hoteltaxcode Partial F1: 0.0716
- Hoteltaxcode Exact Precision: 0.0367
- Hoteltaxcode Exact Recall: 0.6103
- Hoteltaxcode Exact F1: 0.0693
- Currencycode Strict Precision: 0.1127
- Currencycode Strict Recall: 0.0848
- Currencycode Strict F1: 0.0968
- Currencycode Ent Type Precision: 0.1137
- Currencycode Ent Type Recall: 0.0855
- Currencycode Ent Type F1: 0.0976
- Currencycode Partial Precision: 0.1139
- Currencycode Partial Recall: 0.0856
- Currencycode Partial F1: 0.0977
- Currencycode Exact Precision: 0.1131
- Currencycode Exact Recall: 0.0850
- Currencycode Exact F1: 0.0971
- Companycity Strict Precision: 0.1956
- Companycity Strict Recall: 0.8618
- Companycity Strict F1: 0.3188
- Companycity Ent Type Precision: 0.2057
- Companycity Ent Type Recall: 0.9061
- Companycity Ent Type F1: 0.3352
- Companycity Partial Precision: 0.2047
- Companycity Partial Recall: 0.9019
- Companycity Partial F1: 0.3337
- Companycity Exact Precision: 0.1991
- Companycity Exact Recall: 0.8772
- Companycity Exact F1: 0.3245
- Hotelbankaccount Strict Precision: 0.0
- Hotelbankaccount Strict Recall: 0.0
- Hotelbankaccount Strict F1: 0
- Hotelbankaccount Ent Type Precision: 0.0
- Hotelbankaccount Ent Type Recall: 0.0
- Hotelbankaccount Ent Type F1: 0
- Hotelbankaccount Partial Precision: 0.0000
- Hotelbankaccount Partial Recall: 0.0081
- Hotelbankaccount Partial F1: 0.0000
- Hotelbankaccount Exact Precision: 0.0
- Hotelbankaccount Exact Recall: 0.0
- Hotelbankaccount Exact F1: 0
- Invoicenumber Strict Precision: 0.1940
- Invoicenumber Strict Recall: 0.8514
- Invoicenumber Strict F1: 0.3160
- Invoicenumber Ent Type Precision: 0.2067
- Invoicenumber Ent Type Recall: 0.9073
- Invoicenumber Ent Type F1: 0.3368
- Invoicenumber Partial Precision: 0.2014
- Invoicenumber Partial Recall: 0.8838
- Invoicenumber Partial F1: 0.3280
- Invoicenumber Exact Precision: 0.1949
- Invoicenumber Exact Recall: 0.8554
- Invoicenumber Exact F1: 0.3175
- Hoteladdress Strict Precision: 0.1008
- Hoteladdress Strict Recall: 0.4005
- Hoteladdress Strict F1: 0.1610
- Hoteladdress Ent Type Precision: 0.1671
- Hoteladdress Ent Type Recall: 0.6642
- Hoteladdress Ent Type F1: 0.2670
- Hoteladdress Partial Precision: 0.1356
- Hoteladdress Partial Recall: 0.5390
- Hoteladdress Partial F1: 0.2167
- Hoteladdress Exact Precision: 0.1014
- Hoteladdress Exact Recall: 0.4030
- Hoteladdress Exact F1: 0.1620
- Invoicedate Strict Precision: 0.1910
- Invoicedate Strict Recall: 0.9016
- Invoicedate Strict F1: 0.3152
- Invoicedate Ent Type Precision: 0.1994
- Invoicedate Ent Type Recall: 0.9414
- Invoicedate Ent Type F1: 0.3291
- Invoicedate Partial Precision: 0.1958
- Invoicedate Partial Recall: 0.9240
- Invoicedate Partial F1: 0.3231
- Invoicedate Exact Precision: 0.1915
- Invoicedate Exact Recall: 0.9038
- Invoicedate Exact F1: 0.3160
- Reservationnumber Strict Precision: 0.0286
- Reservationnumber Strict Recall: 0.4212
- Reservationnumber Strict F1: 0.0535
- Reservationnumber Ent Type Precision: 0.0303
- Reservationnumber Ent Type Recall: 0.4463
- Reservationnumber Ent Type F1: 0.0567
- Reservationnumber Partial Precision: 0.0411
- Reservationnumber Partial Recall: 0.6062
- Reservationnumber Partial F1: 0.0770
- Reservationnumber Exact Precision: 0.0388
- Reservationnumber Exact Recall: 0.5727
- Reservationnumber Exact F1: 0.0727
- Pagenumber Strict Precision: 0.1006
- Pagenumber Strict Recall: 0.7418
- Pagenumber Strict F1: 0.1772
- Pagenumber Ent Type Precision: 0.1026
- Pagenumber Ent Type Recall: 0.7563
- Pagenumber Ent Type F1: 0.1806
- Pagenumber Partial Precision: 0.1016
- Pagenumber Partial Recall: 0.7496
- Pagenumber Partial F1: 0.1790
- Pagenumber Exact Precision: 0.1006
- Pagenumber Exact Recall: 0.7421
- Pagenumber Exact F1: 0.1772
- Checkin Strict Precision: 0.1962
- Checkin Strict Recall: 0.8503
- Checkin Strict F1: 0.3189
- Checkin Ent Type Precision: 0.2030
- Checkin Ent Type Recall: 0.8796
- Checkin Ent Type F1: 0.3299
- Checkin Partial Precision: 0.2010
- Checkin Partial Recall: 0.8711
- Checkin Partial F1: 0.3267
- Checkin Exact Precision: 0.1972
- Checkin Exact Recall: 0.8546
- Checkin Exact F1: 0.3205
- Hotelname Strict Precision: 0.0817
- Hotelname Strict Recall: 0.2837
- Hotelname Strict F1: 0.1269
- Hotelname Ent Type Precision: 0.1455
- Hotelname Ent Type Recall: 0.5049
- Hotelname Ent Type F1: 0.2259
- Hotelname Partial Precision: 0.1146
- Hotelname Partial Recall: 0.3976
- Hotelname Partial F1: 0.1779
- Hotelname Exact Precision: 0.0819
- Hotelname Exact Recall: 0.2844
- Hotelname Exact F1: 0.1272
- Travellername Strict Precision: 0.1458
- Travellername Strict Recall: 0.4529
- Travellername Strict F1: 0.2206
- Travellername Ent Type Precision: 0.2149
- Travellername Ent Type Recall: 0.6678
- Travellername Ent Type F1: 0.3252
- Travellername Partial Precision: 0.1820
- Travellername Partial Recall: 0.5657
- Travellername Partial F1: 0.2754
- Travellername Exact Precision: 0.1469
- Travellername Exact Recall: 0.4566
- Travellername Exact F1: 0.2223
- Companycountry Strict Precision: 0.1281
- Companycountry Strict Recall: 0.8679
- Companycountry Strict F1: 0.2232
- Companycountry Ent Type Precision: 0.1294
- Companycountry Ent Type Recall: 0.8768
- Companycountry Ent Type F1: 0.2255
- Companycountry Partial Precision: 0.1315
- Companycountry Partial Recall: 0.8913
- Companycountry Partial F1: 0.2292
- Companycountry Exact Precision: 0.1308
- Companycountry Exact Recall: 0.8861
- Companycountry Exact F1: 0.2279
- Netamount Strict Precision: 0.0835
- Netamount Strict Recall: 0.7251
- Netamount Strict F1: 0.1497
- Netamount Ent Type Precision: 0.0943
- Netamount Ent Type Recall: 0.8192
- Netamount Ent Type F1: 0.1691
- Netamount Partial Precision: 0.0900
- Netamount Partial Recall: 0.7819
- Netamount Partial F1: 0.1614
- Netamount Exact Precision: 0.0843
- Netamount Exact Recall: 0.7324
- Netamount Exact F1: 0.1512
- Checkout Strict Precision: 0.1897
- Checkout Strict Recall: 0.8403
- Checkout Strict F1: 0.3095
- Checkout Ent Type Precision: 0.1963
- Checkout Ent Type Recall: 0.8697
- Checkout Ent Type F1: 0.3203
- Checkout Partial Precision: 0.1938
- Checkout Partial Recall: 0.8585
- Checkout Partial F1: 0.3162
- Checkout Exact Precision: 0.1903
- Checkout Exact Recall: 0.8433
- Checkout Exact F1: 0.3106
- Companyaddress Strict Precision: 0.1572
- Companyaddress Strict Recall: 0.6732
- Companyaddress Strict F1: 0.2549
- Companyaddress Ent Type Precision: 0.2094
- Companyaddress Ent Type Recall: 0.8968
- Companyaddress Ent Type F1: 0.3396
- Companyaddress Partial Precision: 0.1852
- Companyaddress Partial Recall: 0.7930
- Companyaddress Partial F1: 0.3003
- Companyaddress Exact Precision: 0.1584
- Companyaddress Exact Recall: 0.6782
- Companyaddress Exact F1: 0.2568
- Cardtype Strict Precision: 0.0416
- Cardtype Strict Recall: 0.4873
- Cardtype Strict F1: 0.0767
- Cardtype Ent Type Precision: 0.0474
- Cardtype Ent Type Recall: 0.5552
- Cardtype Ent Type F1: 0.0874
- Cardtype Partial Precision: 0.0446
- Cardtype Partial Recall: 0.5228
- Cardtype Partial F1: 0.0823
- Cardtype Exact Precision: 0.0417
- Cardtype Exact Recall: 0.4885
- Cardtype Exact F1: 0.0769
- Bookingnumber Strict Precision: 0.0199
- Bookingnumber Strict Recall: 0.4657
- Bookingnumber Strict F1: 0.0382
- Bookingnumber Ent Type Precision: 0.0241
- Bookingnumber Ent Type Recall: 0.5636
- Bookingnumber Ent Type F1: 0.0462
- Bookingnumber Partial Precision: 0.0247
- Bookingnumber Partial Recall: 0.5787
- Bookingnumber Partial F1: 0.0474
- Bookingnumber Exact Precision: 0.0223
- Bookingnumber Exact Recall: 0.5227
- Bookingnumber Exact F1: 0.0428
- Hotelemail Strict Precision: 0.1528
- Hotelemail Strict Recall: 0.8735
- Hotelemail Strict F1: 0.2601
- Hotelemail Ent Type Precision: 0.1599
- Hotelemail Ent Type Recall: 0.9143
- Hotelemail Ent Type F1: 0.2723
- Hotelemail Partial Precision: 0.1564
- Hotelemail Partial Recall: 0.8942
- Hotelemail Partial F1: 0.2663
- Hotelemail Exact Precision: 0.1529
- Hotelemail Exact Recall: 0.8738
- Hotelemail Exact F1: 0.2602
- Companyzipcode Strict Precision: 0.2054
- Companyzipcode Strict Recall: 0.9163
- Companyzipcode Strict F1: 0.3355
- Companyzipcode Ent Type Precision: 0.2120
- Companyzipcode Ent Type Recall: 0.9458
- Companyzipcode Ent Type F1: 0.3463
- Companyzipcode Partial Precision: 0.2106
- Companyzipcode Partial Recall: 0.9395
- Companyzipcode Partial F1: 0.3440
- Companyzipcode Exact Precision: 0.2068
- Companyzipcode Exact Recall: 0.9225
- Companyzipcode Exact F1: 0.3378
- Documenttype Strict Precision: 0.1733
- Documenttype Strict Recall: 0.7571
- Documenttype Strict F1: 0.2820
- Documenttype Ent Type Precision: 0.1917
- Documenttype Ent Type Recall: 0.8375
- Documenttype Ent Type F1: 0.3119
- Documenttype Partial Precision: 0.1827
- Documenttype Partial Recall: 0.7983
- Documenttype Partial F1: 0.2973
- Documenttype Exact Precision: 0.1734
- Documenttype Exact Recall: 0.7578
- Documenttype Exact F1: 0.2823
- Hotelvatnumber Strict Precision: 0.1057
- Hotelvatnumber Strict Recall: 0.6904
- Hotelvatnumber Strict F1: 0.1834
- Hotelvatnumber Ent Type Precision: 0.1139
- Hotelvatnumber Ent Type Recall: 0.7438
- Hotelvatnumber Ent Type F1: 0.1976
- Hotelvatnumber Partial Precision: 0.1161
- Hotelvatnumber Partial Recall: 0.7577
- Hotelvatnumber Partial F1: 0.2013
- Hotelvatnumber Exact Precision: 0.1114
- Hotelvatnumber Exact Recall: 0.7272
- Hotelvatnumber Exact F1: 0.1932
- Companyvatnumber Strict Precision: 0.0455
- Companyvatnumber Strict Recall: 0.6808
- Companyvatnumber Strict F1: 0.0854
- Companyvatnumber Ent Type Precision: 0.0490
- Companyvatnumber Ent Type Recall: 0.7319
- Companyvatnumber Ent Type F1: 0.0918
- Companyvatnumber Partial Precision: 0.0509
- Companyvatnumber Partial Recall: 0.7614
- Companyvatnumber Partial F1: 0.0955
- Companyvatnumber Exact Precision: 0.0490
- Companyvatnumber Exact Recall: 0.7324
- Companyvatnumber Exact F1: 0.0919
- Grossamount Strict Precision: 0.1517
- Grossamount Strict Recall: 0.6212
- Grossamount Strict F1: 0.2438
- Grossamount Ent Type Precision: 0.1662
- Grossamount Ent Type Recall: 0.6807
- Grossamount Ent Type F1: 0.2671
- Grossamount Partial Precision: 0.1614
- Grossamount Partial Recall: 0.6609
- Grossamount Partial F1: 0.2594
- Grossamount Exact Precision: 0.1535
- Grossamount Exact Recall: 0.6289
- Grossamount Exact F1: 0.2468
- Companyname Strict Precision: 0.1518
- Companyname Strict Recall: 0.6158
- Companyname Strict F1: 0.2436
- Companyname Ent Type Precision: 0.2018
- Companyname Ent Type Recall: 0.8184
- Companyname Ent Type F1: 0.3238
- Companyname Partial Precision: 0.1801
- Companyname Partial Recall: 0.7303
- Companyname Partial F1: 0.2889
- Companyname Exact Precision: 0.1531
- Companyname Exact Recall: 0.6209
- Companyname Exact F1: 0.2456
- Hotelphonenumber Strict Precision: 0.1258
- Hotelphonenumber Strict Recall: 0.6606
- Hotelphonenumber Strict F1: 0.2114
- Hotelphonenumber Ent Type Precision: 0.1710
- Hotelphonenumber Ent Type Recall: 0.8977
- Hotelphonenumber Ent Type F1: 0.2873
- Hotelphonenumber Partial Precision: 0.1486
- Hotelphonenumber Partial Recall: 0.7802
- Hotelphonenumber Partial F1: 0.2497
- Hotelphonenumber Exact Precision: 0.1260
- Hotelphonenumber Exact Recall: 0.6612
- Hotelphonenumber Exact F1: 0.2116
- Hotelfaxnumber Strict Precision: 0.0980
- Hotelfaxnumber Strict Recall: 0.7457
- Hotelfaxnumber Strict F1: 0.1732
- Hotelfaxnumber Ent Type Precision: 0.1197
- Hotelfaxnumber Ent Type Recall: 0.9115
- Hotelfaxnumber Ent Type F1: 0.2117
- Hotelfaxnumber Partial Precision: 0.1090
- Hotelfaxnumber Partial Recall: 0.8299
- Hotelfaxnumber Partial F1: 0.1927
- Hotelfaxnumber Exact Precision: 0.0980
- Hotelfaxnumber Exact Recall: 0.7461
- Hotelfaxnumber Exact F1: 0.1733
- Externalreservationnumber Strict Precision: 0.0043
- Externalreservationnumber Strict Recall: 0.4472
- Externalreservationnumber Strict F1: 0.0085
- Externalreservationnumber Ent Type Precision: 0.0045
- Externalreservationnumber Ent Type Recall: 0.4736
- Externalreservationnumber Ent Type F1: 0.0090
- Externalreservationnumber Partial Precision: 0.0064
- Externalreservationnumber Partial Recall: 0.6689
- Externalreservationnumber Partial F1: 0.0127
- Externalreservationnumber Exact Precision: 0.0061
- Externalreservationnumber Exact Recall: 0.6377
- Externalreservationnumber Exact F1: 0.0121
- Hotelcity Strict Precision: 0.1556
- Hotelcity Strict Recall: 0.6486
- Hotelcity Strict F1: 0.2509
- Hotelcity Ent Type Precision: 0.1680
- Hotelcity Ent Type Recall: 0.7004
- Hotelcity Ent Type F1: 0.2710
- Hotelcity Partial Precision: 0.1653
- Hotelcity Partial Recall: 0.6892
- Hotelcity Partial F1: 0.2667
- Hotelcity Exact Precision: 0.1585
- Hotelcity Exact Recall: 0.6610
- Hotelcity Exact F1: 0.2557
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-08
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 32
- total_train_batch_size: 256
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.5
- num_epochs: 8
Training results
| Training Loss | Epoch | Step | Validation Loss | Overall Strict Precision | Overall Strict Recall | Overall Strict F1 | Overall Ent Type Precision | Overall Ent Type Recall | Overall Ent Type F1 | Overall Partial Precision | Overall Partial Recall | Overall Partial F1 | Overall Exact Precision | Overall Exact Recall | Overall Exact F1 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | Invoicenumber Strict Precision | Invoicenumber Strict Recall | Invoicenumber Strict F1 | Invoicenumber Ent Type Precision | Invoicenumber Ent Type Recall | Invoicenumber Ent Type F1 | Invoicenumber Partial Precision | Invoicenumber Partial Recall | Invoicenumber Partial F1 | Invoicenumber Exact Precision | Invoicenumber Exact Recall | Invoicenumber Exact F1 | Hoteladdress Strict Precision | Hoteladdress Strict Recall | Hoteladdress Strict F1 | Hoteladdress Ent Type Precision | Hoteladdress Ent Type Recall | Hoteladdress Ent Type F1 | Hoteladdress Partial Precision | Hoteladdress Partial Recall | Hoteladdress Partial F1 | Hoteladdress Exact Precision | Hoteladdress Exact Recall | Hoteladdress Exact F1 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1.3174 | 0.9984 | 533 | 0.3044 | 0.7608 | 0.5814 | 0.6591 | 0.8579 | 0.6555 | 0.7432 | 0.8231 | 0.6289 | 0.7130 | 0.7720 | 0.5899 | 0.6688 | 0.2614 | 0.7957 | 0.3936 | 0.2634 | 0.8016 | 0.3965 | 0.2661 | 0.8099 | 0.4006 | 0.2649 | 0.8063 | 0.3988 | 0.0092 | 0.3004 | 0.0178 | 0.0128 | 0.4186 | 0.0249 | 0.0111 | 0.3638 | 0.0216 | 0.0093 | 0.3026 | 0.0180 | 0.0541 | 0.7483 | 0.1010 | 0.0552 | 0.7623 | 0.1029 | 0.0570 | 0.7882 | 0.1064 | 0.0563 | 0.7786 | 0.1051 | 0.0905 | 0.7611 | 0.1618 | 0.1009 | 0.8484 | 0.1804 | 0.0967 | 0.8124 | 0.1728 | 0.0912 | 0.7666 | 0.1630 | 0.0502 | 0.5616 | 0.0921 | 0.0527 | 0.5902 | 0.0968 | 0.0540 | 0.6045 | 0.0992 | 0.0526 | 0.5890 | 0.0966 | 0.1948 | 0.7047 | 0.3052 | 0.2062 | 0.7463 | 0.3232 | 0.2028 | 0.7338 | 0.3178 | 0.1967 | 0.7116 | 0.3082 | 0.1474 | 0.0837 | 0.1068 | 0.1484 | 0.0843 | 0.1075 | 0.1490 | 0.0846 | 0.1080 | 0.1480 | 0.0841 | 0.1072 | 0.2271 | 0.8380 | 0.3573 | 0.2428 | 0.8959 | 0.3820 | 0.2400 | 0.8858 | 0.3777 | 0.2312 | 0.8533 | 0.3639 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.2323 | 0.8593 | 0.3658 | 0.2459 | 0.9097 | 0.3872 | 0.2407 | 0.8901 | 0.3789 | 0.2338 | 0.8646 | 0.3680 | 0.1255 | 0.4194 | 0.1932 | 0.2018 | 0.6740 | 0.3105 | 0.1667 | 0.5570 | 0.2567 | 0.1264 | 0.4222 | 0.1946 | 0.2397 | 0.9019 | 0.3788 | 0.2466 | 0.9278 | 0.3897 | 0.2453 | 0.9226 | 0.3875 | 0.2416 | 0.9090 | 0.3818 | 0.0350 | 0.4578 | 0.0650 | 0.0365 | 0.4783 | 0.0679 | 0.0474 | 0.6199 | 0.0880 | 0.0453 | 0.5928 | 0.0842 | 0.1219 | 0.7454 | 0.2096 | 0.1242 | 0.7595 | 0.2136 | 0.1231 | 0.7528 | 0.2117 | 0.1220 | 0.7458 | 0.2097 | 0.2636 | 0.8954 | 0.4073 | 0.2695 | 0.9155 | 0.4165 | 0.2697 | 0.9162 | 0.4168 | 0.2663 | 0.9043 | 0.4114 | 0.0989 | 0.2958 | 0.1483 | 0.1741 | 0.5207 | 0.2610 | 0.1378 | 0.4120 | 0.2065 | 0.0991 | 0.2964 | 0.1486 | 0.1687 | 0.4782 | 0.2494 | 0.2468 | 0.6995 | 0.3648 | 0.2094 | 0.5936 | 0.3096 | 0.1697 | 0.4811 | 0.2509 | 0.1558 | 0.8625 | 0.2640 | 0.1568 | 0.8679 | 0.2656 | 0.1596 | 0.8836 | 0.2704 | 0.1590 | 0.8803 | 0.2694 | 0.1013 | 0.7241 | 0.1778 | 0.1139 | 0.8138 | 0.1998 | 0.1097 | 0.7841 | 0.1925 | 0.1032 | 0.7372 | 0.1810 | 0.2600 | 0.8846 | 0.4018 | 0.2642 | 0.8990 | 0.4083 | 0.2635 | 0.8965 | 0.4072 | 0.2613 | 0.8891 | 0.4039 | 0.1876 | 0.6870 | 0.2947 | 0.2463 | 0.9021 | 0.3869 | 0.2193 | 0.8034 | 0.3446 | 0.1888 | 0.6913 | 0.2965 | 0.0522 | 0.4935 | 0.0945 | 0.0593 | 0.5605 | 0.1073 | 0.0560 | 0.5297 | 0.1014 | 0.0524 | 0.4955 | 0.0948 | 0.0298 | 0.5016 | 0.0562 | 0.0342 | 0.5773 | 0.0647 | 0.0364 | 0.6135 | 0.0687 | 0.0339 | 0.5718 | 0.0640 | 0.1837 | 0.8769 | 0.3038 | 0.1917 | 0.9151 | 0.3170 | 0.1878 | 0.8963 | 0.3105 | 0.1838 | 0.8772 | 0.3039 | 0.2423 | 0.9147 | 0.3831 | 0.2498 | 0.9429 | 0.3949 | 0.2484 | 0.9380 | 0.3928 | 0.2440 | 0.9212 | 0.3858 | 0.2074 | 0.7513 | 0.3250 | 0.2298 | 0.8325 | 0.3602 | 0.2189 | 0.7930 | 0.3431 | 0.2076 | 0.7521 | 0.3254 | 0.1380 | 0.6676 | 0.2288 | 0.1476 | 0.7141 | 0.2447 | 0.1542 | 0.7460 | 0.2556 | 0.1487 | 0.7193 | 0.2465 | 0.0589 | 0.6704 | 0.1084 | 0.0630 | 0.7168 | 0.1159 | 0.0657 | 0.7477 | 0.1209 | 0.0635 | 0.7218 | 0.1167 | 0.1785 | 0.6449 | 0.2796 | 0.1938 | 0.7002 | 0.3036 | 0.1885 | 0.6810 | 0.2952 | 0.1804 | 0.6519 | 0.2826 | 0.1783 | 0.6239 | 0.2773 | 0.2370 | 0.8295 | 0.3687 | 0.2114 | 0.7396 | 0.3288 | 0.1798 | 0.6290 | 0.2796 | 0.1578 | 0.6917 | 0.2570 | 0.2063 | 0.9042 | 0.3359 | 0.1824 | 0.7996 | 0.2971 | 0.1582 | 0.6933 | 0.2576 | 0.1200 | 0.7378 | 0.2064 | 0.1457 | 0.8957 | 0.2506 | 0.1333 | 0.8196 | 0.2293 | 0.1203 | 0.7394 | 0.2069 | 0.0068 | 0.3633 | 0.0133 | 0.0072 | 0.3882 | 0.0142 | 0.0117 | 0.6254 | 0.0229 | 0.0110 | 0.5905 | 0.0216 | 0.1878 | 0.6599 | 0.2924 | 0.2017 | 0.7088 | 0.3141 | 0.1992 | 0.6999 | 0.3101 | 0.1914 | 0.6726 | 0.2980 |
| 1.3021 | 1.9987 | 1067 | 0.2992 | 0.7591 | 0.5824 | 0.6591 | 0.8561 | 0.6567 | 0.7433 | 0.8212 | 0.6300 | 0.7130 | 0.7701 | 0.5908 | 0.6686 | 0.2591 | 0.7947 | 0.3908 | 0.2611 | 0.8009 | 0.3938 | 0.2638 | 0.8091 | 0.3979 | 0.2626 | 0.8055 | 0.3961 | 0.0090 | 0.2995 | 0.0175 | 0.0126 | 0.4183 | 0.0245 | 0.0110 | 0.3636 | 0.0213 | 0.0091 | 0.3024 | 0.0177 | 0.0534 | 0.7539 | 0.0997 | 0.0543 | 0.7677 | 0.1015 | 0.0560 | 0.7917 | 0.1047 | 0.0554 | 0.7826 | 0.1035 | 0.0892 | 0.7599 | 0.1597 | 0.0993 | 0.8457 | 0.1777 | 0.0951 | 0.8098 | 0.1702 | 0.0898 | 0.7650 | 0.1608 | 0.0491 | 0.5689 | 0.0904 | 0.0514 | 0.5954 | 0.0946 | 0.0528 | 0.6112 | 0.0971 | 0.0515 | 0.5966 | 0.0948 | 0.1918 | 0.7052 | 0.3016 | 0.2031 | 0.7467 | 0.3194 | 0.1997 | 0.7342 | 0.3140 | 0.1937 | 0.7120 | 0.3045 | 0.1444 | 0.0840 | 0.1062 | 0.1454 | 0.0846 | 0.1069 | 0.1459 | 0.0848 | 0.1073 | 0.1450 | 0.0843 | 0.1066 | 0.2247 | 0.8411 | 0.3547 | 0.2398 | 0.8976 | 0.3785 | 0.2373 | 0.8883 | 0.3746 | 0.2289 | 0.8568 | 0.3613 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.2293 | 0.8594 | 0.3620 | 0.2427 | 0.9100 | 0.3832 | 0.2374 | 0.8901 | 0.3749 | 0.2306 | 0.8646 | 0.3641 | 0.1237 | 0.4194 | 0.1911 | 0.1987 | 0.6735 | 0.3068 | 0.1642 | 0.5565 | 0.2535 | 0.1246 | 0.4223 | 0.1924 | 0.2364 | 0.9039 | 0.3748 | 0.2431 | 0.9297 | 0.3854 | 0.2417 | 0.9243 | 0.3832 | 0.2381 | 0.9106 | 0.3775 | 0.0344 | 0.4586 | 0.0640 | 0.0360 | 0.4798 | 0.0670 | 0.0468 | 0.6240 | 0.0871 | 0.0448 | 0.5968 | 0.0833 | 0.1202 | 0.7461 | 0.2071 | 0.1225 | 0.76 | 0.2109 | 0.1214 | 0.7534 | 0.2091 | 0.1203 | 0.7465 | 0.2072 | 0.2598 | 0.8965 | 0.4029 | 0.2657 | 0.9168 | 0.4120 | 0.2658 | 0.9173 | 0.4122 | 0.2624 | 0.9054 | 0.4069 | 0.0977 | 0.2967 | 0.1470 | 0.1713 | 0.5205 | 0.2578 | 0.1358 | 0.4124 | 0.2043 | 0.0979 | 0.2974 | 0.1473 | 0.1666 | 0.4762 | 0.2469 | 0.2442 | 0.6979 | 0.3618 | 0.2071 | 0.5918 | 0.3068 | 0.1676 | 0.4790 | 0.2483 | 0.1534 | 0.8638 | 0.2606 | 0.1545 | 0.8696 | 0.2624 | 0.1572 | 0.8851 | 0.2670 | 0.1566 | 0.8816 | 0.2660 | 0.0999 | 0.7268 | 0.1757 | 0.1124 | 0.8173 | 0.1976 | 0.1081 | 0.7864 | 0.1901 | 0.1016 | 0.7391 | 0.1787 | 0.2560 | 0.8843 | 0.3971 | 0.2601 | 0.8984 | 0.4034 | 0.2594 | 0.8961 | 0.4024 | 0.2573 | 0.8888 | 0.3991 | 0.1851 | 0.6861 | 0.2916 | 0.2433 | 0.9016 | 0.3832 | 0.2166 | 0.8026 | 0.3411 | 0.1863 | 0.6905 | 0.2935 | 0.0512 | 0.4933 | 0.0928 | 0.0583 | 0.5609 | 0.1055 | 0.0550 | 0.5298 | 0.0997 | 0.0514 | 0.4953 | 0.0932 | 0.0287 | 0.4998 | 0.0543 | 0.0330 | 0.5746 | 0.0624 | 0.0351 | 0.6103 | 0.0663 | 0.0326 | 0.5680 | 0.0617 | 0.1813 | 0.8766 | 0.3005 | 0.1892 | 0.9146 | 0.3135 | 0.1853 | 0.8959 | 0.3071 | 0.1814 | 0.8769 | 0.3006 | 0.2394 | 0.9150 | 0.3795 | 0.2468 | 0.9431 | 0.3912 | 0.2454 | 0.9381 | 0.3891 | 0.2410 | 0.9213 | 0.3821 | 0.2045 | 0.7501 | 0.3214 | 0.2268 | 0.8316 | 0.3564 | 0.2160 | 0.7919 | 0.3394 | 0.2048 | 0.7509 | 0.3218 | 0.1352 | 0.6681 | 0.2248 | 0.1447 | 0.7154 | 0.2407 | 0.1508 | 0.7453 | 0.2508 | 0.1453 | 0.7182 | 0.2417 | 0.0576 | 0.6684 | 0.1060 | 0.0618 | 0.7175 | 0.1138 | 0.0644 | 0.7480 | 0.1186 | 0.0620 | 0.7194 | 0.1141 | 0.1762 | 0.6442 | 0.2768 | 0.1912 | 0.6990 | 0.3003 | 0.1861 | 0.6803 | 0.2923 | 0.1782 | 0.6513 | 0.2798 | 0.1761 | 0.6239 | 0.2747 | 0.2342 | 0.8297 | 0.3653 | 0.2089 | 0.7398 | 0.3257 | 0.1776 | 0.6291 | 0.2770 | 0.1552 | 0.6906 | 0.2534 | 0.2034 | 0.9053 | 0.3322 | 0.1797 | 0.7997 | 0.2934 | 0.1555 | 0.6923 | 0.2540 | 0.1182 | 0.7398 | 0.2039 | 0.1435 | 0.8979 | 0.2474 | 0.1313 | 0.8213 | 0.2263 | 0.1184 | 0.7409 | 0.2042 | 0.0065 | 0.3676 | 0.0128 | 0.0069 | 0.3909 | 0.0136 | 0.0111 | 0.625 | 0.0218 | 0.0105 | 0.5919 | 0.0206 | 0.1848 | 0.6576 | 0.2886 | 0.1989 | 0.7075 | 0.3105 | 0.1962 | 0.6980 | 0.3063 | 0.1884 | 0.6702 | 0.2941 |
| 1.2738 | 2.9990 | 1601 | 0.2917 | 0.7561 | 0.5839 | 0.6589 | 0.8533 | 0.6589 | 0.7436 | 0.8179 | 0.6316 | 0.7128 | 0.7668 | 0.5921 | 0.6683 | 0.2561 | 0.7949 | 0.3874 | 0.2578 | 0.8003 | 0.3900 | 0.2607 | 0.8091 | 0.3943 | 0.2596 | 0.8058 | 0.3927 | 0.0088 | 0.2947 | 0.0170 | 0.0123 | 0.4149 | 0.0240 | 0.0107 | 0.3587 | 0.0207 | 0.0088 | 0.2968 | 0.0172 | 0.0520 | 0.7576 | 0.0973 | 0.0529 | 0.7709 | 0.0991 | 0.0544 | 0.7930 | 0.1019 | 0.0539 | 0.7845 | 0.1008 | 0.0870 | 0.7620 | 0.1561 | 0.0970 | 0.8494 | 0.1740 | 0.0927 | 0.8121 | 0.1664 | 0.0875 | 0.7667 | 0.1571 | 0.0465 | 0.5674 | 0.0860 | 0.0490 | 0.5969 | 0.0905 | 0.0502 | 0.6120 | 0.0928 | 0.0489 | 0.5961 | 0.0904 | 0.1870 | 0.7020 | 0.2954 | 0.1983 | 0.7442 | 0.3131 | 0.1948 | 0.7313 | 0.3077 | 0.1888 | 0.7085 | 0.2981 | 0.1394 | 0.0843 | 0.1050 | 0.1404 | 0.0849 | 0.1058 | 0.1409 | 0.0851 | 0.1061 | 0.1399 | 0.0846 | 0.1054 | 0.2212 | 0.8457 | 0.3506 | 0.2352 | 0.8994 | 0.3729 | 0.2331 | 0.8912 | 0.3695 | 0.2252 | 0.8612 | 0.3571 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.2245 | 0.8587 | 0.3559 | 0.2379 | 0.9101 | 0.3772 | 0.2326 | 0.8895 | 0.3687 | 0.2258 | 0.8635 | 0.3579 | 0.1202 | 0.4149 | 0.1863 | 0.1939 | 0.6695 | 0.3007 | 0.1596 | 0.5512 | 0.2476 | 0.1209 | 0.4173 | 0.1874 | 0.2310 | 0.9087 | 0.3684 | 0.2378 | 0.9354 | 0.3792 | 0.2361 | 0.9287 | 0.3765 | 0.2325 | 0.9144 | 0.3707 | 0.0337 | 0.4578 | 0.0627 | 0.0351 | 0.4781 | 0.0655 | 0.0460 | 0.6262 | 0.0858 | 0.0441 | 0.5997 | 0.0821 | 0.1174 | 0.7459 | 0.2029 | 0.1196 | 0.7597 | 0.2067 | 0.1186 | 0.7531 | 0.2049 | 0.1175 | 0.7462 | 0.2030 | 0.2534 | 0.8952 | 0.3949 | 0.2593 | 0.9162 | 0.4042 | 0.2592 | 0.9157 | 0.4040 | 0.2557 | 0.9033 | 0.3985 | 0.0950 | 0.2945 | 0.1436 | 0.1675 | 0.5194 | 0.2533 | 0.1324 | 0.4107 | 0.2002 | 0.0952 | 0.2953 | 0.1440 | 0.1637 | 0.4721 | 0.2431 | 0.2407 | 0.6942 | 0.3574 | 0.2039 | 0.5880 | 0.3027 | 0.1647 | 0.4750 | 0.2446 | 0.1501 | 0.8648 | 0.2558 | 0.1511 | 0.8706 | 0.2575 | 0.1538 | 0.8864 | 0.2622 | 0.1532 | 0.8829 | 0.2611 | 0.0975 | 0.7276 | 0.1720 | 0.1099 | 0.8201 | 0.1939 | 0.1056 | 0.7879 | 0.1863 | 0.0991 | 0.7396 | 0.1748 | 0.2495 | 0.8872 | 0.3895 | 0.2534 | 0.9010 | 0.3955 | 0.2528 | 0.8990 | 0.3946 | 0.2508 | 0.8917 | 0.3915 | 0.1814 | 0.6853 | 0.2869 | 0.2387 | 0.9017 | 0.3775 | 0.2124 | 0.8021 | 0.3358 | 0.1826 | 0.6897 | 0.2888 | 0.0497 | 0.4925 | 0.0903 | 0.0565 | 0.5600 | 0.1027 | 0.0534 | 0.5287 | 0.0970 | 0.0499 | 0.4945 | 0.0907 | 0.0270 | 0.4956 | 0.0513 | 0.0315 | 0.5783 | 0.0598 | 0.0332 | 0.6083 | 0.0629 | 0.0307 | 0.5624 | 0.0582 | 0.1775 | 0.8751 | 0.2951 | 0.1853 | 0.9136 | 0.3081 | 0.1814 | 0.8946 | 0.3017 | 0.1775 | 0.8753 | 0.2952 | 0.2351 | 0.9172 | 0.3743 | 0.2421 | 0.9446 | 0.3854 | 0.2409 | 0.9399 | 0.3835 | 0.2367 | 0.9234 | 0.3768 | 0.2004 | 0.7520 | 0.3165 | 0.2219 | 0.8328 | 0.3504 | 0.2114 | 0.7934 | 0.3339 | 0.2006 | 0.7528 | 0.3168 | 0.1303 | 0.6734 | 0.2184 | 0.1396 | 0.7213 | 0.2339 | 0.1451 | 0.7498 | 0.2431 | 0.1396 | 0.7215 | 0.2340 | 0.0558 | 0.6745 | 0.1031 | 0.0596 | 0.7203 | 0.1102 | 0.0624 | 0.7534 | 0.1152 | 0.0602 | 0.7269 | 0.1112 | 0.1727 | 0.6427 | 0.2723 | 0.1876 | 0.6982 | 0.2958 | 0.1826 | 0.6795 | 0.2879 | 0.1747 | 0.6500 | 0.2754 | 0.1731 | 0.6239 | 0.2710 | 0.2299 | 0.8285 | 0.3599 | 0.2050 | 0.7389 | 0.3210 | 0.1746 | 0.6291 | 0.2733 | 0.1513 | 0.6883 | 0.2481 | 0.1989 | 0.9048 | 0.3261 | 0.1755 | 0.7981 | 0.2877 | 0.1516 | 0.6897 | 0.2486 | 0.1155 | 0.7444 | 0.1999 | 0.1399 | 0.9022 | 0.2423 | 0.1280 | 0.8254 | 0.2217 | 0.1156 | 0.7454 | 0.2002 | 0.0062 | 0.3786 | 0.0121 | 0.0065 | 0.4021 | 0.0129 | 0.0103 | 0.6345 | 0.0203 | 0.0098 | 0.6044 | 0.0193 | 0.1803 | 0.6573 | 0.2830 | 0.1941 | 0.7076 | 0.3046 | 0.1913 | 0.6975 | 0.3003 | 0.1837 | 0.6696 | 0.2883 |
| 1.2317 | 3.9993 | 2135 | 0.2840 | 0.7512 | 0.5847 | 0.6576 | 0.8488 | 0.6607 | 0.7431 | 0.8128 | 0.6327 | 0.7115 | 0.7616 | 0.5928 | 0.6667 | 0.2508 | 0.7911 | 0.3809 | 0.2524 | 0.7959 | 0.3832 | 0.2554 | 0.8055 | 0.3878 | 0.2544 | 0.8023 | 0.3863 | 0.0084 | 0.2868 | 0.0163 | 0.0120 | 0.4103 | 0.0233 | 0.0103 | 0.3535 | 0.0201 | 0.0085 | 0.2903 | 0.0165 | 0.0495 | 0.7573 | 0.0930 | 0.0505 | 0.7719 | 0.0948 | 0.0519 | 0.7939 | 0.0975 | 0.0513 | 0.7848 | 0.0964 | 0.0838 | 0.7614 | 0.1510 | 0.0935 | 0.8497 | 0.1685 | 0.0893 | 0.8112 | 0.1609 | 0.0843 | 0.7657 | 0.1519 | 0.0429 | 0.5600 | 0.0798 | 0.0459 | 0.5993 | 0.0853 | 0.0468 | 0.6104 | 0.0869 | 0.0452 | 0.5895 | 0.0840 | 0.1812 | 0.7014 | 0.2880 | 0.1919 | 0.7426 | 0.3050 | 0.1886 | 0.7299 | 0.2998 | 0.1829 | 0.7077 | 0.2907 | 0.1325 | 0.0847 | 0.1034 | 0.1335 | 0.0853 | 0.1041 | 0.1339 | 0.0856 | 0.1044 | 0.1330 | 0.0850 | 0.1038 | 0.2157 | 0.8521 | 0.3443 | 0.2283 | 0.9020 | 0.3644 | 0.2267 | 0.8956 | 0.3618 | 0.2196 | 0.8676 | 0.3505 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0000 | 0.0147 | 0.0000 | 0.0 | 0.0 | 0 | 0.2171 | 0.8561 | 0.3464 | 0.2307 | 0.9098 | 0.3681 | 0.2251 | 0.8877 | 0.3592 | 0.2183 | 0.8606 | 0.3482 | 0.1151 | 0.4102 | 0.1798 | 0.1869 | 0.6659 | 0.2919 | 0.1534 | 0.5465 | 0.2395 | 0.1159 | 0.4129 | 0.1810 | 0.2229 | 0.9110 | 0.3581 | 0.2295 | 0.9380 | 0.3687 | 0.2273 | 0.9292 | 0.3653 | 0.2238 | 0.9147 | 0.3596 | 0.0323 | 0.4470 | 0.0602 | 0.0338 | 0.4680 | 0.0630 | 0.0449 | 0.6218 | 0.0838 | 0.0429 | 0.5934 | 0.0799 | 0.1135 | 0.7452 | 0.1969 | 0.1155 | 0.7588 | 0.2005 | 0.1145 | 0.7524 | 0.1988 | 0.1135 | 0.7456 | 0.1970 | 0.2438 | 0.8940 | 0.3831 | 0.2490 | 0.9131 | 0.3913 | 0.2488 | 0.9125 | 0.3910 | 0.2457 | 0.9011 | 0.3861 | 0.0918 | 0.2925 | 0.1397 | 0.1620 | 0.5164 | 0.2467 | 0.1280 | 0.4079 | 0.1949 | 0.0920 | 0.2931 | 0.1400 | 0.1594 | 0.4671 | 0.2377 | 0.2349 | 0.6885 | 0.3503 | 0.1989 | 0.5830 | 0.2966 | 0.1605 | 0.4704 | 0.2393 | 0.1446 | 0.8657 | 0.2478 | 0.1459 | 0.8737 | 0.2501 | 0.1484 | 0.8884 | 0.2543 | 0.1476 | 0.8839 | 0.2530 | 0.0943 | 0.7280 | 0.1670 | 0.1061 | 0.8188 | 0.1879 | 0.1020 | 0.7868 | 0.1805 | 0.0958 | 0.7395 | 0.1697 | 0.2393 | 0.8884 | 0.3770 | 0.2431 | 0.9027 | 0.3831 | 0.2425 | 0.9002 | 0.3820 | 0.2404 | 0.8926 | 0.3788 | 0.1756 | 0.6822 | 0.2793 | 0.2320 | 0.9012 | 0.3690 | 0.2059 | 0.7998 | 0.3275 | 0.1768 | 0.6868 | 0.2812 | 0.0480 | 0.4978 | 0.0875 | 0.0545 | 0.5653 | 0.0994 | 0.0514 | 0.5336 | 0.0938 | 0.0481 | 0.4996 | 0.0878 | 0.0249 | 0.4860 | 0.0474 | 0.0293 | 0.5722 | 0.0558 | 0.0307 | 0.5985 | 0.0583 | 0.0282 | 0.5503 | 0.0536 | 0.1718 | 0.8751 | 0.2872 | 0.1792 | 0.9130 | 0.2996 | 0.1755 | 0.8943 | 0.2935 | 0.1718 | 0.8753 | 0.2873 | 0.2284 | 0.9176 | 0.3657 | 0.2352 | 0.9449 | 0.3766 | 0.2339 | 0.9400 | 0.3746 | 0.2299 | 0.9236 | 0.3681 | 0.1940 | 0.7544 | 0.3087 | 0.2149 | 0.8354 | 0.3418 | 0.2047 | 0.7959 | 0.3257 | 0.1942 | 0.7551 | 0.3090 | 0.1238 | 0.6767 | 0.2093 | 0.1326 | 0.7248 | 0.2242 | 0.1370 | 0.7491 | 0.2317 | 0.1319 | 0.7210 | 0.2230 | 0.0532 | 0.6713 | 0.0986 | 0.0570 | 0.7190 | 0.1056 | 0.0595 | 0.7504 | 0.1103 | 0.0573 | 0.7224 | 0.1061 | 0.1676 | 0.6381 | 0.2655 | 0.1825 | 0.6949 | 0.2891 | 0.1775 | 0.6757 | 0.2811 | 0.1695 | 0.6454 | 0.2685 | 0.1683 | 0.6214 | 0.2648 | 0.2233 | 0.8247 | 0.3515 | 0.1993 | 0.7360 | 0.3137 | 0.1697 | 0.6267 | 0.2671 | 0.1447 | 0.6812 | 0.2387 | 0.1924 | 0.9054 | 0.3173 | 0.1688 | 0.7946 | 0.2785 | 0.1449 | 0.6820 | 0.2390 | 0.1114 | 0.7473 | 0.1939 | 0.1353 | 0.9072 | 0.2354 | 0.1236 | 0.8289 | 0.2151 | 0.1115 | 0.7482 | 0.1941 | 0.0056 | 0.4062 | 0.0111 | 0.0060 | 0.4298 | 0.0118 | 0.0091 | 0.6536 | 0.0179 | 0.0086 | 0.6219 | 0.0170 | 0.1740 | 0.6551 | 0.2749 | 0.1878 | 0.7070 | 0.2967 | 0.1848 | 0.6959 | 0.2921 | 0.1772 | 0.6674 | 0.2801 |
| 1.1895 | 4.9996 | 2669 | 0.2795 | 0.7443 | 0.5837 | 0.6543 | 0.8431 | 0.6611 | 0.7411 | 0.8060 | 0.6321 | 0.7085 | 0.7543 | 0.5915 | 0.6630 | 0.2439 | 0.7862 | 0.3723 | 0.2454 | 0.7909 | 0.3745 | 0.2485 | 0.8009 | 0.3793 | 0.2475 | 0.7979 | 0.3779 | 0.0082 | 0.2830 | 0.0159 | 0.0116 | 0.4015 | 0.0225 | 0.0100 | 0.3470 | 0.0194 | 0.0083 | 0.2864 | 0.0160 | 0.0469 | 0.7551 | 0.0883 | 0.0479 | 0.7708 | 0.0902 | 0.0491 | 0.7910 | 0.0925 | 0.0485 | 0.7813 | 0.0914 | 0.0801 | 0.7594 | 0.1449 | 0.0895 | 0.8488 | 0.1620 | 0.0854 | 0.8090 | 0.1544 | 0.0805 | 0.7631 | 0.1457 | 0.1741 | 0.6988 | 0.2787 | 0.1845 | 0.7406 | 0.2954 | 0.1812 | 0.7273 | 0.2901 | 0.1756 | 0.7050 | 0.2812 | 0.0397 | 0.5720 | 0.0743 | 0.0426 | 0.6139 | 0.0797 | 0.0433 | 0.6232 | 0.0809 | 0.0416 | 0.6 | 0.0779 | 0.1252 | 0.0850 | 0.1012 | 0.1262 | 0.0857 | 0.1021 | 0.1265 | 0.0859 | 0.1023 | 0.1256 | 0.0853 | 0.1016 | 0.2086 | 0.8553 | 0.3354 | 0.2202 | 0.9028 | 0.3541 | 0.2188 | 0.8971 | 0.3519 | 0.2124 | 0.8706 | 0.3415 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0000 | 0.0109 | 0.0000 | 0.0 | 0.0 | 0 | 0.2085 | 0.8537 | 0.3351 | 0.2218 | 0.9083 | 0.3565 | 0.2163 | 0.8858 | 0.3477 | 0.2095 | 0.8581 | 0.3368 | 0.1096 | 0.4071 | 0.1727 | 0.1796 | 0.6670 | 0.2830 | 0.1467 | 0.5449 | 0.2312 | 0.1103 | 0.4098 | 0.1739 | 0.2121 | 0.9137 | 0.3443 | 0.2188 | 0.9428 | 0.3552 | 0.2162 | 0.9316 | 0.3510 | 0.2127 | 0.9164 | 0.3453 | 0.0308 | 0.4403 | 0.0576 | 0.0326 | 0.4653 | 0.0609 | 0.0434 | 0.6203 | 0.0812 | 0.0412 | 0.5883 | 0.0770 | 0.1088 | 0.7442 | 0.1898 | 0.1108 | 0.7580 | 0.1933 | 0.1099 | 0.7517 | 0.1917 | 0.1088 | 0.7446 | 0.1899 | 0.2290 | 0.8833 | 0.3637 | 0.2347 | 0.9054 | 0.3728 | 0.2337 | 0.9016 | 0.3712 | 0.2304 | 0.8889 | 0.3660 | 0.0878 | 0.2878 | 0.1346 | 0.1558 | 0.5107 | 0.2388 | 0.1228 | 0.4026 | 0.1883 | 0.0880 | 0.2884 | 0.1349 | 0.1544 | 0.4612 | 0.2314 | 0.2278 | 0.6805 | 0.3414 | 0.1929 | 0.5762 | 0.2890 | 0.1556 | 0.4648 | 0.2332 | 0.1384 | 0.8675 | 0.2388 | 0.1398 | 0.8761 | 0.2411 | 0.1421 | 0.8907 | 0.2451 | 0.1413 | 0.8858 | 0.2438 | 0.0901 | 0.7266 | 0.1603 | 0.1019 | 0.8220 | 0.1813 | 0.0975 | 0.7863 | 0.1735 | 0.0913 | 0.7366 | 0.1625 | 0.2243 | 0.8782 | 0.3573 | 0.2286 | 0.8951 | 0.3642 | 0.2276 | 0.8911 | 0.3626 | 0.2253 | 0.8823 | 0.3590 | 0.1690 | 0.6790 | 0.2706 | 0.2239 | 0.8996 | 0.3585 | 0.1985 | 0.7974 | 0.3178 | 0.1702 | 0.6839 | 0.2726 | 0.0456 | 0.4954 | 0.0835 | 0.0518 | 0.5630 | 0.0949 | 0.0489 | 0.5309 | 0.0895 | 0.0457 | 0.4968 | 0.0837 | 0.0226 | 0.4826 | 0.0432 | 0.0270 | 0.5749 | 0.0515 | 0.0280 | 0.5978 | 0.0535 | 0.0255 | 0.5447 | 0.0488 | 0.1648 | 0.8746 | 0.2774 | 0.1723 | 0.9141 | 0.2899 | 0.1686 | 0.8946 | 0.2838 | 0.1649 | 0.8749 | 0.2775 | 0.2204 | 0.9185 | 0.3555 | 0.2269 | 0.9455 | 0.3660 | 0.2257 | 0.9405 | 0.3641 | 0.2219 | 0.9246 | 0.3579 | 0.1863 | 0.7547 | 0.2989 | 0.2064 | 0.8359 | 0.3310 | 0.1966 | 0.7963 | 0.3154 | 0.1865 | 0.7555 | 0.2992 | 0.1168 | 0.6845 | 0.1995 | 0.1251 | 0.7334 | 0.2138 | 0.1286 | 0.7538 | 0.2197 | 0.1237 | 0.7253 | 0.2114 | 0.0502 | 0.6769 | 0.0935 | 0.0540 | 0.7273 | 0.1005 | 0.0562 | 0.7581 | 0.1047 | 0.0540 | 0.7281 | 0.1006 | 0.1618 | 0.6317 | 0.2576 | 0.1767 | 0.6899 | 0.2813 | 0.1716 | 0.6699 | 0.2732 | 0.1636 | 0.6388 | 0.2605 | 0.1624 | 0.6197 | 0.2573 | 0.2157 | 0.8232 | 0.3418 | 0.1924 | 0.7344 | 0.3049 | 0.1637 | 0.625 | 0.2595 | 0.1379 | 0.6749 | 0.2290 | 0.1847 | 0.9035 | 0.3067 | 0.1615 | 0.7903 | 0.2682 | 0.1381 | 0.6755 | 0.2293 | 0.1063 | 0.7464 | 0.1861 | 0.1295 | 0.9089 | 0.2267 | 0.1181 | 0.8291 | 0.2068 | 0.1064 | 0.7471 | 0.1863 | 0.0051 | 0.4226 | 0.0101 | 0.0055 | 0.45 | 0.0108 | 0.0080 | 0.6581 | 0.0158 | 0.0076 | 0.6226 | 0.0149 | 0.1671 | 0.6516 | 0.2660 | 0.1804 | 0.7033 | 0.2871 | 0.1776 | 0.6923 | 0.2826 | 0.1703 | 0.6640 | 0.2711 |
| 1.1336 | 5.9999 | 3203 | 0.2786 | 0.7371 | 0.5816 | 0.6501 | 0.8368 | 0.6602 | 0.7381 | 0.7989 | 0.6304 | 0.7047 | 0.7467 | 0.5892 | 0.6587 | 0.2366 | 0.7804 | 0.3631 | 0.2381 | 0.7854 | 0.3654 | 0.2412 | 0.7957 | 0.3702 | 0.2402 | 0.7924 | 0.3686 | 0.0078 | 0.2753 | 0.0151 | 0.0111 | 0.3931 | 0.0216 | 0.0096 | 0.3388 | 0.0186 | 0.0079 | 0.2786 | 0.0153 | 0.0447 | 0.7555 | 0.0844 | 0.0455 | 0.7701 | 0.0860 | 0.0467 | 0.7902 | 0.0882 | 0.0462 | 0.7808 | 0.0872 | 0.0769 | 0.7598 | 0.1397 | 0.0859 | 0.8484 | 0.1560 | 0.0819 | 0.8089 | 0.1487 | 0.0773 | 0.7634 | 0.1403 | 0.1675 | 0.6979 | 0.2702 | 0.1775 | 0.7397 | 0.2863 | 0.1743 | 0.7263 | 0.2812 | 0.1689 | 0.7039 | 0.2725 | 0.0371 | 0.5776 | 0.0697 | 0.0395 | 0.6157 | 0.0743 | 0.0402 | 0.6260 | 0.0755 | 0.0388 | 0.6044 | 0.0729 | 0.1183 | 0.0849 | 0.0988 | 0.1193 | 0.0856 | 0.0997 | 0.1195 | 0.0858 | 0.0998 | 0.1187 | 0.0852 | 0.0992 | 0.2017 | 0.8593 | 0.3266 | 0.2124 | 0.9050 | 0.3440 | 0.2112 | 0.9001 | 0.3422 | 0.2052 | 0.8746 | 0.3325 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0000 | 0.0098 | 0.0000 | 0.0 | 0.0 | 0 | 0.2007 | 0.8530 | 0.3249 | 0.2136 | 0.9082 | 0.3459 | 0.2082 | 0.8851 | 0.3371 | 0.2016 | 0.8571 | 0.3265 | 0.1045 | 0.4033 | 0.1660 | 0.1728 | 0.6669 | 0.2744 | 0.1404 | 0.5421 | 0.2231 | 0.1052 | 0.4059 | 0.1671 | 0.2009 | 0.9075 | 0.3290 | 0.2085 | 0.9419 | 0.3414 | 0.2053 | 0.9275 | 0.3362 | 0.2014 | 0.9099 | 0.3298 | 0.0296 | 0.4307 | 0.0554 | 0.0313 | 0.4549 | 0.0585 | 0.0422 | 0.6137 | 0.0790 | 0.0400 | 0.5818 | 0.0749 | 0.1043 | 0.7429 | 0.1829 | 0.1063 | 0.7571 | 0.1864 | 0.1054 | 0.7505 | 0.1848 | 0.1044 | 0.7432 | 0.1830 | 0.2124 | 0.8699 | 0.3415 | 0.2185 | 0.8948 | 0.3512 | 0.2171 | 0.8889 | 0.3489 | 0.2136 | 0.8746 | 0.3433 | 0.0845 | 0.2862 | 0.1305 | 0.1502 | 0.5087 | 0.2319 | 0.1184 | 0.4008 | 0.1828 | 0.0847 | 0.2869 | 0.1308 | 0.1497 | 0.4571 | 0.2255 | 0.2209 | 0.6747 | 0.3328 | 0.1870 | 0.5713 | 0.2818 | 0.1509 | 0.4607 | 0.2273 | 0.1327 | 0.8680 | 0.2302 | 0.1341 | 0.8770 | 0.2326 | 0.1363 | 0.8915 | 0.2365 | 0.1355 | 0.8863 | 0.2351 | 0.0865 | 0.7269 | 0.1546 | 0.0977 | 0.8212 | 0.1746 | 0.0933 | 0.7847 | 0.1668 | 0.0875 | 0.7352 | 0.1563 | 0.2063 | 0.8573 | 0.3325 | 0.2117 | 0.8801 | 0.3414 | 0.2099 | 0.8725 | 0.3384 | 0.2071 | 0.8607 | 0.3338 | 0.1628 | 0.6764 | 0.2624 | 0.2161 | 0.8981 | 0.3484 | 0.1914 | 0.7955 | 0.3086 | 0.1640 | 0.6815 | 0.2644 | 0.0434 | 0.4891 | 0.0796 | 0.0493 | 0.5567 | 0.0907 | 0.0465 | 0.5244 | 0.0854 | 0.0435 | 0.4903 | 0.0798 | 0.0210 | 0.4710 | 0.0403 | 0.0254 | 0.5688 | 0.0486 | 0.0262 | 0.5871 | 0.0502 | 0.0237 | 0.5314 | 0.0454 | 0.1584 | 0.8755 | 0.2682 | 0.1656 | 0.9153 | 0.2804 | 0.1620 | 0.8957 | 0.2744 | 0.1584 | 0.8758 | 0.2683 | 0.2122 | 0.9171 | 0.3446 | 0.2188 | 0.9459 | 0.3554 | 0.2175 | 0.9401 | 0.3532 | 0.2136 | 0.9233 | 0.3470 | 0.1792 | 0.7561 | 0.2897 | 0.1983 | 0.8371 | 0.3207 | 0.1890 | 0.7976 | 0.3056 | 0.1793 | 0.7569 | 0.2900 | 0.1108 | 0.6876 | 0.1909 | 0.1191 | 0.7389 | 0.2052 | 0.1217 | 0.7549 | 0.2096 | 0.1170 | 0.7257 | 0.2015 | 0.0478 | 0.6785 | 0.0893 | 0.0512 | 0.7271 | 0.0957 | 0.0534 | 0.7577 | 0.0997 | 0.0514 | 0.7301 | 0.0961 | 0.1563 | 0.6254 | 0.2501 | 0.1710 | 0.6840 | 0.2736 | 0.1660 | 0.6640 | 0.2656 | 0.1581 | 0.6325 | 0.2530 | 0.1567 | 0.6187 | 0.2501 | 0.2082 | 0.8221 | 0.3323 | 0.1858 | 0.7336 | 0.2965 | 0.1580 | 0.6240 | 0.2522 | 0.1315 | 0.6680 | 0.2197 | 0.1772 | 0.9001 | 0.2961 | 0.1545 | 0.7851 | 0.2583 | 0.1316 | 0.6686 | 0.2199 | 0.1018 | 0.7472 | 0.1792 | 0.1242 | 0.9110 | 0.2185 | 0.1132 | 0.8304 | 0.1992 | 0.1019 | 0.7478 | 0.1794 | 0.0046 | 0.4357 | 0.0090 | 0.0049 | 0.4696 | 0.0098 | 0.0070 | 0.6634 | 0.0138 | 0.0066 | 0.6286 | 0.0131 | 0.1609 | 0.6506 | 0.2580 | 0.1734 | 0.7012 | 0.2781 | 0.1708 | 0.6907 | 0.2739 | 0.1640 | 0.6630 | 0.2629 |
| 1.1065 | 6.9983 | 3736 | 0.2790 | 0.7317 | 0.5794 | 0.6467 | 0.8323 | 0.6591 | 0.7356 | 0.7938 | 0.6286 | 0.7016 | 0.7412 | 0.5870 | 0.6551 | 0.2314 | 0.7768 | 0.3566 | 0.2329 | 0.7820 | 0.3590 | 0.2361 | 0.7925 | 0.3638 | 0.2350 | 0.7890 | 0.3622 | 0.0075 | 0.2708 | 0.0146 | 0.0108 | 0.3887 | 0.0210 | 0.0093 | 0.3343 | 0.0181 | 0.0076 | 0.2741 | 0.0148 | 0.0433 | 0.7572 | 0.0820 | 0.0442 | 0.7718 | 0.0835 | 0.0453 | 0.7921 | 0.0857 | 0.0448 | 0.7828 | 0.0847 | 0.0747 | 0.7579 | 0.1360 | 0.0834 | 0.8466 | 0.1519 | 0.0795 | 0.8062 | 0.1447 | 0.0750 | 0.7608 | 0.1365 | 0.1631 | 0.6964 | 0.2643 | 0.1730 | 0.7385 | 0.2803 | 0.1697 | 0.7246 | 0.2751 | 0.1645 | 0.7021 | 0.2665 | 0.0356 | 0.5797 | 0.0670 | 0.0378 | 0.6155 | 0.0712 | 0.0384 | 0.6264 | 0.0724 | 0.0372 | 0.6069 | 0.0702 | 0.1138 | 0.0848 | 0.0972 | 0.1148 | 0.0856 | 0.0981 | 0.1150 | 0.0857 | 0.0982 | 0.1142 | 0.0851 | 0.0975 | 0.1969 | 0.8612 | 0.3205 | 0.2071 | 0.9059 | 0.3371 | 0.2061 | 0.9015 | 0.3355 | 0.2004 | 0.8765 | 0.3262 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0000 | 0.0079 | 0.0000 | 0.0 | 0.0 | 0 | 0.1954 | 0.8516 | 0.3179 | 0.2082 | 0.9075 | 0.3388 | 0.2028 | 0.8840 | 0.3300 | 0.1963 | 0.8556 | 0.3194 | 0.1017 | 0.4013 | 0.1622 | 0.1683 | 0.6644 | 0.2686 | 0.1367 | 0.5395 | 0.2181 | 0.1023 | 0.4038 | 0.1632 | 0.1931 | 0.9031 | 0.3182 | 0.2013 | 0.9415 | 0.3317 | 0.1978 | 0.9248 | 0.3258 | 0.1935 | 0.9050 | 0.3189 | 0.0289 | 0.4265 | 0.0540 | 0.0305 | 0.4509 | 0.0571 | 0.0414 | 0.6123 | 0.0776 | 0.0392 | 0.5794 | 0.0734 | 0.1014 | 0.7423 | 0.1784 | 0.1034 | 0.7569 | 0.1819 | 0.1024 | 0.7501 | 0.1803 | 0.1014 | 0.7426 | 0.1785 | 0.1999 | 0.8562 | 0.3241 | 0.2063 | 0.8837 | 0.3345 | 0.2045 | 0.8762 | 0.3317 | 0.2009 | 0.8606 | 0.3258 | 0.0823 | 0.2839 | 0.1276 | 0.1465 | 0.5052 | 0.2271 | 0.1154 | 0.3979 | 0.1789 | 0.0825 | 0.2846 | 0.1280 | 0.1466 | 0.4543 | 0.2217 | 0.2163 | 0.6701 | 0.3270 | 0.1831 | 0.5674 | 0.2769 | 0.1478 | 0.4579 | 0.2234 | 0.1291 | 0.8683 | 0.2248 | 0.1304 | 0.8772 | 0.2271 | 0.1326 | 0.8917 | 0.2308 | 0.1318 | 0.8865 | 0.2295 | 0.0841 | 0.7258 | 0.1507 | 0.0950 | 0.8202 | 0.1703 | 0.0907 | 0.7828 | 0.1625 | 0.0849 | 0.7333 | 0.1522 | 0.1937 | 0.8470 | 0.3153 | 0.1998 | 0.8736 | 0.3252 | 0.1976 | 0.8639 | 0.3216 | 0.1944 | 0.8502 | 0.3165 | 0.1584 | 0.6737 | 0.2564 | 0.2108 | 0.8970 | 0.3414 | 0.1865 | 0.7934 | 0.3020 | 0.1595 | 0.6787 | 0.2583 | 0.0419 | 0.4867 | 0.0771 | 0.0478 | 0.5552 | 0.0880 | 0.0449 | 0.5225 | 0.0828 | 0.0420 | 0.4880 | 0.0773 | 0.0204 | 0.4753 | 0.0391 | 0.0244 | 0.5690 | 0.0468 | 0.0252 | 0.5864 | 0.0483 | 0.0229 | 0.5325 | 0.0438 | 0.1540 | 0.8738 | 0.2619 | 0.1611 | 0.9142 | 0.2740 | 0.1576 | 0.8943 | 0.2680 | 0.1541 | 0.8740 | 0.2619 | 0.2068 | 0.9164 | 0.3375 | 0.2134 | 0.9456 | 0.3482 | 0.2120 | 0.9396 | 0.3460 | 0.2082 | 0.9226 | 0.3397 | 0.1745 | 0.7565 | 0.2836 | 0.1931 | 0.8370 | 0.3138 | 0.1840 | 0.7977 | 0.2991 | 0.1747 | 0.7572 | 0.2838 | 0.1067 | 0.6896 | 0.1849 | 0.1151 | 0.7434 | 0.1993 | 0.1172 | 0.7570 | 0.2029 | 0.1125 | 0.7266 | 0.1948 | 0.0460 | 0.6820 | 0.0861 | 0.0495 | 0.7341 | 0.0927 | 0.0515 | 0.7633 | 0.0964 | 0.0495 | 0.7339 | 0.0927 | 0.1526 | 0.6217 | 0.2450 | 0.1672 | 0.6814 | 0.2686 | 0.1623 | 0.6613 | 0.2607 | 0.1544 | 0.6291 | 0.2480 | 0.1529 | 0.6161 | 0.2450 | 0.2032 | 0.8186 | 0.3256 | 0.1813 | 0.7305 | 0.2906 | 0.1542 | 0.6213 | 0.2471 | 0.1271 | 0.6628 | 0.2133 | 0.1723 | 0.8985 | 0.2891 | 0.1499 | 0.7817 | 0.2515 | 0.1272 | 0.6635 | 0.2135 | 0.0988 | 0.7463 | 0.1745 | 0.1206 | 0.9112 | 0.2131 | 0.1099 | 0.8300 | 0.1941 | 0.0989 | 0.7468 | 0.1746 | 0.0043 | 0.4474 | 0.0086 | 0.0046 | 0.4756 | 0.0091 | 0.0065 | 0.6729 | 0.0129 | 0.0062 | 0.6429 | 0.0123 | 0.1566 | 0.6485 | 0.2523 | 0.1692 | 0.7004 | 0.2725 | 0.1664 | 0.6891 | 0.2681 | 0.1596 | 0.6608 | 0.2571 |
| 1.0805 | 7.9874 | 4264 | 0.2793 | 0.7300 | 0.5785 | 0.6455 | 0.8309 | 0.6585 | 0.7347 | 0.7923 | 0.6279 | 0.7006 | 0.7395 | 0.5860 | 0.6539 | 0.2300 | 0.7749 | 0.3547 | 0.2316 | 0.7802 | 0.3572 | 0.2347 | 0.7908 | 0.3620 | 0.2337 | 0.7872 | 0.3604 | 0.0075 | 0.2706 | 0.0146 | 0.0108 | 0.3883 | 0.0210 | 0.0093 | 0.3340 | 0.0180 | 0.0076 | 0.2738 | 0.0148 | 0.0429 | 0.7582 | 0.0812 | 0.0437 | 0.7729 | 0.0828 | 0.0449 | 0.7929 | 0.0849 | 0.0443 | 0.7836 | 0.0839 | 0.0742 | 0.7566 | 0.1351 | 0.0827 | 0.8439 | 0.1507 | 0.0789 | 0.8043 | 0.1436 | 0.0745 | 0.7596 | 0.1356 | 0.1621 | 0.6964 | 0.2629 | 0.1719 | 0.7388 | 0.2789 | 0.1687 | 0.7248 | 0.2737 | 0.1634 | 0.7022 | 0.2651 | 0.0351 | 0.5831 | 0.0662 | 0.0373 | 0.6190 | 0.0703 | 0.0379 | 0.6301 | 0.0716 | 0.0367 | 0.6103 | 0.0693 | 0.1127 | 0.0848 | 0.0968 | 0.1137 | 0.0855 | 0.0976 | 0.1139 | 0.0856 | 0.0977 | 0.1131 | 0.0850 | 0.0971 | 0.1956 | 0.8618 | 0.3188 | 0.2057 | 0.9061 | 0.3352 | 0.2047 | 0.9019 | 0.3337 | 0.1991 | 0.8772 | 0.3245 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0000 | 0.0081 | 0.0000 | 0.0 | 0.0 | 0 | 0.1940 | 0.8514 | 0.3160 | 0.2067 | 0.9073 | 0.3368 | 0.2014 | 0.8838 | 0.3280 | 0.1949 | 0.8554 | 0.3175 | 0.1008 | 0.4005 | 0.1610 | 0.1671 | 0.6642 | 0.2670 | 0.1356 | 0.5390 | 0.2167 | 0.1014 | 0.4030 | 0.1620 | 0.1910 | 0.9016 | 0.3152 | 0.1994 | 0.9414 | 0.3291 | 0.1958 | 0.9240 | 0.3231 | 0.1915 | 0.9038 | 0.3160 | 0.0286 | 0.4212 | 0.0535 | 0.0303 | 0.4463 | 0.0567 | 0.0411 | 0.6062 | 0.0770 | 0.0388 | 0.5727 | 0.0727 | 0.1006 | 0.7418 | 0.1772 | 0.1026 | 0.7563 | 0.1806 | 0.1016 | 0.7496 | 0.1790 | 0.1006 | 0.7421 | 0.1772 | 0.1962 | 0.8503 | 0.3189 | 0.2030 | 0.8796 | 0.3299 | 0.2010 | 0.8711 | 0.3267 | 0.1972 | 0.8546 | 0.3205 | 0.0817 | 0.2837 | 0.1269 | 0.1455 | 0.5049 | 0.2259 | 0.1146 | 0.3976 | 0.1779 | 0.0819 | 0.2844 | 0.1272 | 0.1458 | 0.4529 | 0.2206 | 0.2149 | 0.6678 | 0.3252 | 0.1820 | 0.5657 | 0.2754 | 0.1469 | 0.4566 | 0.2223 | 0.1281 | 0.8679 | 0.2232 | 0.1294 | 0.8768 | 0.2255 | 0.1315 | 0.8913 | 0.2292 | 0.1308 | 0.8861 | 0.2279 | 0.0835 | 0.7251 | 0.1497 | 0.0943 | 0.8192 | 0.1691 | 0.0900 | 0.7819 | 0.1614 | 0.0843 | 0.7324 | 0.1512 | 0.1897 | 0.8403 | 0.3095 | 0.1963 | 0.8697 | 0.3203 | 0.1938 | 0.8585 | 0.3162 | 0.1903 | 0.8433 | 0.3106 | 0.1572 | 0.6732 | 0.2549 | 0.2094 | 0.8968 | 0.3396 | 0.1852 | 0.7930 | 0.3003 | 0.1584 | 0.6782 | 0.2568 | 0.0416 | 0.4873 | 0.0767 | 0.0474 | 0.5552 | 0.0874 | 0.0446 | 0.5228 | 0.0823 | 0.0417 | 0.4885 | 0.0769 | 0.0199 | 0.4657 | 0.0382 | 0.0241 | 0.5636 | 0.0462 | 0.0247 | 0.5787 | 0.0474 | 0.0223 | 0.5227 | 0.0428 | 0.1528 | 0.8735 | 0.2601 | 0.1599 | 0.9143 | 0.2723 | 0.1564 | 0.8942 | 0.2663 | 0.1529 | 0.8738 | 0.2602 | 0.2054 | 0.9163 | 0.3355 | 0.2120 | 0.9458 | 0.3463 | 0.2106 | 0.9395 | 0.3440 | 0.2068 | 0.9225 | 0.3378 | 0.1733 | 0.7571 | 0.2820 | 0.1917 | 0.8375 | 0.3119 | 0.1827 | 0.7983 | 0.2973 | 0.1734 | 0.7578 | 0.2823 | 0.1057 | 0.6904 | 0.1834 | 0.1139 | 0.7438 | 0.1976 | 0.1161 | 0.7577 | 0.2013 | 0.1114 | 0.7272 | 0.1932 | 0.0455 | 0.6808 | 0.0854 | 0.0490 | 0.7319 | 0.0918 | 0.0509 | 0.7614 | 0.0955 | 0.0490 | 0.7324 | 0.0919 | 0.1517 | 0.6212 | 0.2438 | 0.1662 | 0.6807 | 0.2671 | 0.1614 | 0.6609 | 0.2594 | 0.1535 | 0.6289 | 0.2468 | 0.1518 | 0.6158 | 0.2436 | 0.2018 | 0.8184 | 0.3238 | 0.1801 | 0.7303 | 0.2889 | 0.1531 | 0.6209 | 0.2456 | 0.1258 | 0.6606 | 0.2114 | 0.1710 | 0.8977 | 0.2873 | 0.1486 | 0.7802 | 0.2497 | 0.1260 | 0.6612 | 0.2116 | 0.0980 | 0.7457 | 0.1732 | 0.1197 | 0.9115 | 0.2117 | 0.1090 | 0.8299 | 0.1927 | 0.0980 | 0.7461 | 0.1733 | 0.0043 | 0.4472 | 0.0085 | 0.0045 | 0.4736 | 0.0090 | 0.0064 | 0.6689 | 0.0127 | 0.0061 | 0.6377 | 0.0121 | 0.1556 | 0.6486 | 0.2509 | 0.1680 | 0.7004 | 0.2710 | 0.1653 | 0.6892 | 0.2667 | 0.1585 | 0.6610 | 0.2557 |
Framework versions
- Transformers 4.40.2
- Pytorch 2.3.1+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
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