userReviewed-20250324133640
This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.2846
- Overall Strict Precision: 0.7516
- Overall Strict Recall: 0.5847
- Overall Strict F1: 0.6577
- Overall Ent Type Precision: 0.8492
- Overall Ent Type Recall: 0.6606
- Overall Ent Type F1: 0.7431
- Overall Partial Precision: 0.8132
- Overall Partial Recall: 0.6326
- Overall Partial F1: 0.7116
- Overall Exact Precision: 0.7619
- Overall Exact Recall: 0.5927
- Overall Exact F1: 0.6668
- Checkin Strict Precision: 0.2446
- Checkin Strict Recall: 0.8943
- Checkin Strict F1: 0.3841
- Checkin Ent Type Precision: 0.2500
- Checkin Ent Type Recall: 0.9143
- Checkin Ent Type F1: 0.3927
- Checkin Partial Precision: 0.2498
- Checkin Partial Recall: 0.9135
- Checkin Partial F1: 0.3923
- Checkin Exact Precision: 0.2465
- Checkin Exact Recall: 0.9016
- Checkin Exact F1: 0.3872
- Companyaddress Strict Precision: 0.1761
- Companyaddress Strict Recall: 0.6822
- Companyaddress Strict F1: 0.2799
- Companyaddress Ent Type Precision: 0.2325
- Companyaddress Ent Type Recall: 0.9009
- Companyaddress Ent Type F1: 0.3696
- Companyaddress Partial Precision: 0.2064
- Companyaddress Partial Recall: 0.7997
- Companyaddress Partial F1: 0.3281
- Companyaddress Exact Precision: 0.1773
- Companyaddress Exact Recall: 0.6868
- Companyaddress Exact F1: 0.2818
- Invoicenumber Strict Precision: 0.2176
- Invoicenumber Strict Recall: 0.8556
- Invoicenumber Strict F1: 0.3469
- Invoicenumber Ent Type Precision: 0.2313
- Invoicenumber Ent Type Recall: 0.9096
- Invoicenumber Ent Type F1: 0.3688
- Invoicenumber Partial Precision: 0.2257
- Invoicenumber Partial Recall: 0.8875
- Invoicenumber Partial F1: 0.3598
- Invoicenumber Exact Precision: 0.2187
- Invoicenumber Exact Recall: 0.8602
- Invoicenumber Exact F1: 0.3488
- Hotelfaxnumber Strict Precision: 0.1118
- Hotelfaxnumber Strict Recall: 0.7483
- Hotelfaxnumber Strict F1: 0.1945
- Hotelfaxnumber Ent Type Precision: 0.1356
- Hotelfaxnumber Ent Type Recall: 0.9079
- Hotelfaxnumber Ent Type F1: 0.2360
- Hotelfaxnumber Partial Precision: 0.1239
- Hotelfaxnumber Partial Recall: 0.8298
- Hotelfaxnumber Partial F1: 0.2157
- Hotelfaxnumber Exact Precision: 0.1119
- Hotelfaxnumber Exact Recall: 0.7493
- Hotelfaxnumber Exact F1: 0.1947
- Travellername Strict Precision: 0.1597
- Travellername Strict Recall: 0.4681
- Travellername Strict F1: 0.2381
- Travellername Ent Type Precision: 0.2353
- Travellername Ent Type Recall: 0.6899
- Travellername Ent Type F1: 0.3510
- Travellername Partial Precision: 0.1992
- Travellername Partial Recall: 0.5841
- Travellername Partial F1: 0.2971
- Travellername Exact Precision: 0.1608
- Travellername Exact Recall: 0.4713
- Travellername Exact F1: 0.2397
- Roomno Strict Precision: 0.2511
- Roomno Strict Recall: 0.7911
- Roomno Strict F1: 0.3812
- Roomno Ent Type Precision: 0.2527
- Roomno Ent Type Recall: 0.7964
- Roomno Ent Type F1: 0.3837
- Roomno Partial Precision: 0.2557
- Roomno Partial Recall: 0.8056
- Roomno Partial F1: 0.3881
- Roomno Exact Precision: 0.2546
- Roomno Exact Recall: 0.8023
- Roomno Exact F1: 0.3866
- Currencycode Strict Precision: 0.1331
- Currencycode Strict Recall: 0.0847
- Currencycode Strict F1: 0.1035
- Currencycode Ent Type Precision: 0.1341
- Currencycode Ent Type Recall: 0.0853
- Currencycode Ent Type F1: 0.1043
- Currencycode Partial Precision: 0.1345
- Currencycode Partial Recall: 0.0856
- Currencycode Partial F1: 0.1046
- Currencycode Exact Precision: 0.1336
- Currencycode Exact Recall: 0.0850
- Currencycode Exact F1: 0.1039
- Cardnumber Strict Precision: 0.0084
- Cardnumber Strict Recall: 0.2878
- Cardnumber Strict F1: 0.0164
- Cardnumber Ent Type Precision: 0.0120
- Cardnumber Ent Type Recall: 0.4118
- Cardnumber Ent Type F1: 0.0234
- Cardnumber Partial Precision: 0.0104
- Cardnumber Partial Recall: 0.3547
- Cardnumber Partial F1: 0.0202
- Cardnumber Exact Precision: 0.0085
- Cardnumber Exact Recall: 0.2913
- Cardnumber Exact F1: 0.0166
- Cardtype Strict Precision: 0.0480
- Cardtype Strict Recall: 0.4977
- Cardtype Strict F1: 0.0876
- Cardtype Ent Type Precision: 0.0545
- Cardtype Ent Type Recall: 0.5647
- Cardtype Ent Type F1: 0.0994
- Cardtype Partial Precision: 0.0515
- Cardtype Partial Recall: 0.5332
- Cardtype Partial F1: 0.0939
- Cardtype Exact Precision: 0.0482
- Cardtype Exact Recall: 0.4995
- Cardtype Exact F1: 0.0879
- Reservationnumber Strict Precision: 0.0324
- Reservationnumber Strict Recall: 0.4485
- Reservationnumber Strict F1: 0.0605
- Reservationnumber Ent Type Precision: 0.0340
- Reservationnumber Ent Type Recall: 0.4701
- Reservationnumber Ent Type F1: 0.0634
- Reservationnumber Partial Precision: 0.0450
- Reservationnumber Partial Recall: 0.6225
- Reservationnumber Partial F1: 0.0840
- Reservationnumber Exact Precision: 0.0430
- Reservationnumber Exact Recall: 0.5941
- Reservationnumber Exact F1: 0.0801
- Hotelemail Strict Precision: 0.1722
- Hotelemail Strict Recall: 0.8741
- Hotelemail Strict F1: 0.2878
- Hotelemail Ent Type Precision: 0.1797
- Hotelemail Ent Type Recall: 0.9120
- Hotelemail Ent Type F1: 0.3002
- Hotelemail Partial Precision: 0.1760
- Hotelemail Partial Recall: 0.8933
- Hotelemail Partial F1: 0.2941
- Hotelemail Exact Precision: 0.1723
- Hotelemail Exact Recall: 0.8744
- Hotelemail Exact F1: 0.2878
- Hotelvatnumber Strict Precision: 0.1242
- Hotelvatnumber Strict Recall: 0.6761
- Hotelvatnumber Strict F1: 0.2099
- Hotelvatnumber Ent Type Precision: 0.1330
- Hotelvatnumber Ent Type Recall: 0.7237
- Hotelvatnumber Ent Type F1: 0.2247
- Hotelvatnumber Partial Precision: 0.1376
- Hotelvatnumber Partial Recall: 0.7485
- Hotelvatnumber Partial F1: 0.2324
- Hotelvatnumber Exact Precision: 0.1324
- Hotelvatnumber Exact Recall: 0.7205
- Hotelvatnumber Exact F1: 0.2237
- Companyzipcode Strict Precision: 0.2289
- Companyzipcode Strict Recall: 0.9176
- Companyzipcode Strict F1: 0.3664
- Companyzipcode Ent Type Precision: 0.2357
- Companyzipcode Ent Type Recall: 0.9448
- Companyzipcode Ent Type F1: 0.3773
- Companyzipcode Partial Precision: 0.2345
- Companyzipcode Partial Recall: 0.9400
- Companyzipcode Partial F1: 0.3753
- Companyzipcode Exact Precision: 0.2304
- Companyzipcode Exact Recall: 0.9235
- Companyzipcode Exact F1: 0.3688
- Bookingnumber Strict Precision: 0.0251
- Bookingnumber Strict Recall: 0.4843
- Bookingnumber Strict F1: 0.0477
- Bookingnumber Ent Type Precision: 0.0294
- Bookingnumber Ent Type Recall: 0.5687
- Bookingnumber Ent Type F1: 0.0560
- Bookingnumber Partial Precision: 0.0309
- Bookingnumber Partial Recall: 0.5964
- Bookingnumber Partial F1: 0.0587
- Bookingnumber Exact Precision: 0.0285
- Bookingnumber Exact Recall: 0.5497
- Bookingnumber Exact F1: 0.0541
- Externalreservationnumber Strict Precision: 0.0057
- Externalreservationnumber Strict Recall: 0.4086
- Externalreservationnumber Strict F1: 0.0112
- Externalreservationnumber Ent Type Precision: 0.0060
- Externalreservationnumber Ent Type Recall: 0.4307
- Externalreservationnumber Ent Type F1: 0.0118
- Externalreservationnumber Partial Precision: 0.0092
- Externalreservationnumber Partial Recall: 0.6608
- Externalreservationnumber Partial F1: 0.0181
- Externalreservationnumber Exact Precision: 0.0087
- Externalreservationnumber Exact Recall: 0.6268
- Externalreservationnumber Exact F1: 0.0172
- Netamount Strict Precision: 0.0947
- Netamount Strict Recall: 0.7284
- Netamount Strict F1: 0.1675
- Netamount Ent Type Precision: 0.1064
- Netamount Ent Type Recall: 0.8187
- Netamount Ent Type F1: 0.1883
- Netamount Partial Precision: 0.1023
- Netamount Partial Recall: 0.7870
- Netamount Partial F1: 0.1810
- Netamount Exact Precision: 0.0962
- Netamount Exact Recall: 0.7399
- Netamount Exact F1: 0.1702
- Companyname Strict Precision: 0.1686
- Companyname Strict Recall: 0.6218
- Companyname Strict F1: 0.2653
- Companyname Ent Type Precision: 0.2239
- Companyname Ent Type Recall: 0.8258
- Companyname Ent Type F1: 0.3523
- Companyname Partial Precision: 0.1997
- Companyname Partial Recall: 0.7366
- Companyname Partial F1: 0.3143
- Companyname Exact Precision: 0.1700
- Companyname Exact Recall: 0.6271
- Companyname Exact F1: 0.2675
- Hotelcountry Strict Precision: 0.0497
- Hotelcountry Strict Recall: 0.7552
- Hotelcountry Strict F1: 0.0932
- Hotelcountry Ent Type Precision: 0.0506
- Hotelcountry Ent Type Recall: 0.7698
- Hotelcountry Ent Type F1: 0.0950
- Hotelcountry Partial Precision: 0.0521
- Hotelcountry Partial Recall: 0.7917
- Hotelcountry Partial F1: 0.0977
- Hotelcountry Exact Precision: 0.0515
- Hotelcountry Exact Recall: 0.7826
- Hotelcountry Exact F1: 0.0966
- Companycountry Strict Precision: 0.1451
- Companycountry Strict Recall: 0.8663
- Companycountry Strict F1: 0.2485
- Companycountry Ent Type Precision: 0.1464
- Companycountry Ent Type Recall: 0.8741
- Companycountry Ent Type F1: 0.2508
- Companycountry Partial Precision: 0.1489
- Companycountry Partial Recall: 0.8889
- Companycountry Partial F1: 0.2550
- Companycountry Exact Precision: 0.1481
- Companycountry Exact Recall: 0.8844
- Companycountry Exact F1: 0.2537
- Companyvatnumber Strict Precision: 0.0534
- Companyvatnumber Strict Recall: 0.6716
- Companyvatnumber Strict F1: 0.0990
- Companyvatnumber Ent Type Precision: 0.0572
- Companyvatnumber Ent Type Recall: 0.7193
- Companyvatnumber Ent Type F1: 0.1060
- Companyvatnumber Partial Precision: 0.0597
- Companyvatnumber Partial Recall: 0.7509
- Companyvatnumber Partial F1: 0.1106
- Companyvatnumber Exact Precision: 0.0575
- Companyvatnumber Exact Recall: 0.7230
- Companyvatnumber Exact F1: 0.1065
- Checkout Strict Precision: 0.2403
- Checkout Strict Recall: 0.8887
- Checkout Strict F1: 0.3783
- Checkout Ent Type Precision: 0.2440
- Checkout Ent Type Recall: 0.9022
- Checkout Ent Type F1: 0.3841
- Checkout Partial Precision: 0.2434
- Checkout Partial Recall: 0.9002
- Checkout Partial F1: 0.3832
- Checkout Exact Precision: 0.2415
- Checkout Exact Recall: 0.8930
- Checkout Exact F1: 0.3802
- 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: 0.0152
- Hotelbankaccount Partial F1: 0.0000
- Hotelbankaccount Exact Precision: 0.0
- Hotelbankaccount Exact Recall: 0.0
- Hotelbankaccount Exact F1: 0
- Hoteladdress Strict Precision: 0.1155
- Hoteladdress Strict Recall: 0.4105
- Hoteladdress Strict F1: 0.1803
- Hoteladdress Ent Type Precision: 0.1875
- Hoteladdress Ent Type Recall: 0.6661
- Hoteladdress Ent Type F1: 0.2926
- Hoteladdress Partial Precision: 0.1539
- Hoteladdress Partial Recall: 0.5468
- Hoteladdress Partial F1: 0.2402
- Hoteladdress Exact Precision: 0.1163
- Hoteladdress Exact Recall: 0.4132
- Hoteladdress Exact F1: 0.1815
- Hotelname Strict Precision: 0.0918
- Hotelname Strict Recall: 0.2925
- Hotelname Strict F1: 0.1398
- Hotelname Ent Type Precision: 0.1624
- Hotelname Ent Type Recall: 0.5175
- Hotelname Ent Type F1: 0.2473
- Hotelname Partial Precision: 0.1282
- Hotelname Partial Recall: 0.4085
- Hotelname Partial F1: 0.1952
- Hotelname Exact Precision: 0.0920
- Hotelname Exact Recall: 0.2931
- Hotelname Exact F1: 0.1400
- Companycity Strict Precision: 0.2160
- Companycity Strict Recall: 0.8505
- Companycity Strict F1: 0.3445
- Companycity Ent Type Precision: 0.2289
- Companycity Ent Type Recall: 0.9011
- Companycity Ent Type F1: 0.3651
- Companycity Partial Precision: 0.2271
- Companycity Partial Recall: 0.8942
- Companycity Partial F1: 0.3622
- Companycity Exact Precision: 0.2199
- Companycity Exact Recall: 0.8658
- Companycity Exact F1: 0.3508
- Pagenumber Strict Precision: 0.1138
- Pagenumber Strict Recall: 0.7455
- Pagenumber Strict F1: 0.1975
- Pagenumber Ent Type Precision: 0.1159
- Pagenumber Ent Type Recall: 0.7593
- Pagenumber Ent Type F1: 0.2011
- Pagenumber Partial Precision: 0.1149
- Pagenumber Partial Recall: 0.7528
- Pagenumber Partial F1: 0.1994
- Pagenumber Exact Precision: 0.1138
- Pagenumber Exact Recall: 0.7459
- Pagenumber Exact F1: 0.1975
- Grossamount Strict Precision: 0.1680
- Grossamount Strict Recall: 0.6393
- Grossamount Strict F1: 0.2661
- Grossamount Ent Type Precision: 0.1829
- Grossamount Ent Type Recall: 0.6959
- Grossamount Ent Type F1: 0.2896
- Grossamount Partial Precision: 0.1779
- Grossamount Partial Recall: 0.6769
- Grossamount Partial F1: 0.2817
- Grossamount Exact Precision: 0.1699
- Grossamount Exact Recall: 0.6467
- Grossamount Exact F1: 0.2691
- Invoicedate Strict Precision: 0.2237
- Invoicedate Strict Recall: 0.9118
- Invoicedate Strict F1: 0.3592
- Invoicedate Ent Type Precision: 0.2301
- Invoicedate Ent Type Recall: 0.9381
- Invoicedate Ent Type F1: 0.3696
- Invoicedate Partial Precision: 0.2281
- Invoicedate Partial Recall: 0.9299
- Invoicedate Partial F1: 0.3663
- Invoicedate Exact Precision: 0.2246
- Invoicedate Exact Recall: 0.9156
- Invoicedate Exact F1: 0.3607
- Documenttype Strict Precision: 0.1946
- Documenttype Strict Recall: 0.7536
- Documenttype Strict F1: 0.3093
- Documenttype Ent Type Precision: 0.2154
- Documenttype Ent Type Recall: 0.8341
- Documenttype Ent Type F1: 0.3424
- Documenttype Partial Precision: 0.2053
- Documenttype Partial Recall: 0.7948
- Documenttype Partial F1: 0.3263
- Documenttype Exact Precision: 0.1948
- Documenttype Exact Recall: 0.7544
- Documenttype Exact F1: 0.3096
- Hoteltaxcode Strict Precision: 0.0432
- Hoteltaxcode Strict Recall: 0.5595
- Hoteltaxcode Strict F1: 0.0802
- Hoteltaxcode Ent Type Precision: 0.0464
- Hoteltaxcode Ent Type Recall: 0.6006
- Hoteltaxcode Ent Type F1: 0.0861
- Hoteltaxcode Partial Precision: 0.0472
- Hoteltaxcode Partial Recall: 0.6108
- Hoteltaxcode Partial F1: 0.0876
- Hoteltaxcode Exact Precision: 0.0455
- Hoteltaxcode Exact Recall: 0.5891
- Hoteltaxcode Exact F1: 0.0845
- Hotelzipcode Strict Precision: 0.1815
- Hotelzipcode Strict Recall: 0.7008
- Hotelzipcode Strict F1: 0.2883
- Hotelzipcode Ent Type Precision: 0.1923
- Hotelzipcode Ent Type Recall: 0.7424
- Hotelzipcode Ent Type F1: 0.3055
- Hotelzipcode Partial Precision: 0.1890
- Hotelzipcode Partial Recall: 0.7295
- Hotelzipcode Partial F1: 0.3002
- Hotelzipcode Exact Precision: 0.1832
- Hotelzipcode Exact Recall: 0.7071
- Hotelzipcode Exact F1: 0.2910
- Hotelphonenumber Strict Precision: 0.1453
- Hotelphonenumber Strict Recall: 0.6818
- Hotelphonenumber Strict F1: 0.2396
- Hotelphonenumber Ent Type Precision: 0.1929
- Hotelphonenumber Ent Type Recall: 0.9051
- Hotelphonenumber Ent Type F1: 0.3180
- Hotelphonenumber Partial Precision: 0.1694
- Hotelphonenumber Partial Recall: 0.7948
- Hotelphonenumber Partial F1: 0.2792
- Hotelphonenumber Exact Precision: 0.1455
- Hotelphonenumber Exact Recall: 0.6828
- Hotelphonenumber Exact F1: 0.2399
- Taxamount Strict Precision: 0.0842
- Taxamount Strict Recall: 0.7625
- Taxamount Strict F1: 0.1516
- Taxamount Ent Type Precision: 0.0938
- Taxamount Ent Type Recall: 0.8497
- Taxamount Ent Type F1: 0.1689
- Taxamount Partial Precision: 0.0896
- Taxamount Partial Recall: 0.8118
- Taxamount Partial F1: 0.1614
- Taxamount Exact Precision: 0.0846
- Taxamount Exact Recall: 0.7667
- Taxamount Exact F1: 0.1524
- Hotelcity Strict Precision: 0.1743
- Hotelcity Strict Recall: 0.6548
- Hotelcity Strict F1: 0.2753
- Hotelcity Ent Type Precision: 0.1882
- Hotelcity Ent Type Recall: 0.7069
- Hotelcity Ent Type F1: 0.2972
- Hotelcity Partial Precision: 0.1852
- Hotelcity Partial Recall: 0.6957
- Hotelcity Partial F1: 0.2925
- Hotelcity Exact Precision: 0.1776
- Hotelcity Exact Recall: 0.6671
- Hotelcity Exact F1: 0.2805
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-09
- 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1.3184 | 0.9984 | 533 | 0.3053 | 0.7610 | 0.5811 | 0.6590 | 0.8580 | 0.6552 | 0.7430 | 0.8234 | 0.6287 | 0.7130 | 0.7722 | 0.5896 | 0.6687 | 0.2641 | 0.8951 | 0.4079 | 0.2700 | 0.9151 | 0.4170 | 0.2702 | 0.9159 | 0.4173 | 0.2667 | 0.9040 | 0.4119 | 0.1878 | 0.6865 | 0.2950 | 0.2467 | 0.9016 | 0.3874 | 0.2197 | 0.8030 | 0.3450 | 0.1890 | 0.6909 | 0.2968 | 0.2327 | 0.8593 | 0.3662 | 0.2463 | 0.9097 | 0.3877 | 0.2410 | 0.8902 | 0.3794 | 0.2341 | 0.8647 | 0.3685 | 0.1203 | 0.7382 | 0.2069 | 0.1459 | 0.8953 | 0.2510 | 0.1336 | 0.8196 | 0.2298 | 0.1206 | 0.7398 | 0.2074 | 0.1691 | 0.4790 | 0.2499 | 0.2472 | 0.7005 | 0.3655 | 0.2099 | 0.5946 | 0.3102 | 0.1701 | 0.4820 | 0.2515 | 0.2617 | 0.7956 | 0.3938 | 0.2637 | 0.8016 | 0.3968 | 0.2664 | 0.8099 | 0.4009 | 0.2652 | 0.8063 | 0.3991 | 0.1477 | 0.0836 | 0.1068 | 0.1487 | 0.0841 | 0.1075 | 0.1493 | 0.0845 | 0.1079 | 0.1483 | 0.0839 | 0.1072 | 0.0092 | 0.2995 | 0.0178 | 0.0129 | 0.4190 | 0.0250 | 0.0111 | 0.3632 | 0.0216 | 0.0093 | 0.3017 | 0.0180 | 0.0523 | 0.4933 | 0.0947 | 0.0594 | 0.5601 | 0.1075 | 0.0562 | 0.5294 | 0.1016 | 0.0526 | 0.4952 | 0.0950 | 0.0351 | 0.4585 | 0.0652 | 0.0366 | 0.4774 | 0.0679 | 0.0474 | 0.6195 | 0.0881 | 0.0455 | 0.5935 | 0.0844 | 0.1842 | 0.8776 | 0.3044 | 0.1921 | 0.9153 | 0.3175 | 0.1882 | 0.8968 | 0.3111 | 0.1842 | 0.8779 | 0.3045 | 0.1386 | 0.6669 | 0.2295 | 0.1480 | 0.7124 | 0.2452 | 0.1548 | 0.7449 | 0.2563 | 0.1494 | 0.7187 | 0.2473 | 0.2427 | 0.9142 | 0.3835 | 0.2502 | 0.9424 | 0.3954 | 0.2488 | 0.9374 | 0.3933 | 0.2444 | 0.9206 | 0.3862 | 0.0299 | 0.5031 | 0.0565 | 0.0344 | 0.5787 | 0.0649 | 0.0365 | 0.6144 | 0.0689 | 0.0340 | 0.5726 | 0.0643 | 0.0068 | 0.3648 | 0.0134 | 0.0073 | 0.3896 | 0.0143 | 0.0118 | 0.6293 | 0.0231 | 0.0111 | 0.5903 | 0.0217 | 0.1017 | 0.7257 | 0.1784 | 0.1142 | 0.8147 | 0.2003 | 0.1101 | 0.7856 | 0.1931 | 0.1036 | 0.7390 | 0.1817 | 0.1785 | 0.6236 | 0.2775 | 0.2373 | 0.8293 | 0.3691 | 0.2117 | 0.7396 | 0.3291 | 0.1800 | 0.6290 | 0.2799 | 0.0543 | 0.7464 | 0.1012 | 0.0553 | 0.7612 | 0.1032 | 0.0572 | 0.7866 | 0.1066 | 0.0565 | 0.7769 | 0.1053 | 0.1561 | 0.8617 | 0.2643 | 0.1570 | 0.8671 | 0.2659 | 0.1599 | 0.8828 | 0.2708 | 0.1593 | 0.8794 | 0.2697 | 0.0592 | 0.6705 | 0.1088 | 0.0632 | 0.7159 | 0.1161 | 0.0659 | 0.7470 | 0.1212 | 0.0637 | 0.7213 | 0.1170 | 0.2604 | 0.8836 | 0.4023 | 0.2647 | 0.8980 | 0.4089 | 0.2640 | 0.8956 | 0.4078 | 0.2618 | 0.8881 | 0.4043 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.1260 | 0.4204 | 0.1938 | 0.2021 | 0.6746 | 0.3111 | 0.1673 | 0.5585 | 0.2575 | 0.1268 | 0.4233 | 0.1952 | 0.0990 | 0.2964 | 0.1485 | 0.1746 | 0.5227 | 0.2618 | 0.1381 | 0.4134 | 0.2071 | 0.0993 | 0.2970 | 0.1488 | 0.2273 | 0.8373 | 0.3575 | 0.2431 | 0.8956 | 0.3824 | 0.2403 | 0.8853 | 0.3780 | 0.2314 | 0.8525 | 0.3640 | 0.1222 | 0.7450 | 0.2099 | 0.1245 | 0.7592 | 0.2139 | 0.1234 | 0.7524 | 0.2120 | 0.1222 | 0.7453 | 0.2100 | 0.1787 | 0.6440 | 0.2797 | 0.1940 | 0.6991 | 0.3037 | 0.1887 | 0.6801 | 0.2954 | 0.1806 | 0.6512 | 0.2828 | 0.2403 | 0.9012 | 0.3794 | 0.2470 | 0.9265 | 0.3900 | 0.2457 | 0.9216 | 0.3880 | 0.2421 | 0.9082 | 0.3823 | 0.2076 | 0.7499 | 0.3252 | 0.2301 | 0.8312 | 0.3605 | 0.2192 | 0.7917 | 0.3433 | 0.2079 | 0.7508 | 0.3256 | 0.0503 | 0.5624 | 0.0924 | 0.0529 | 0.5914 | 0.0972 | 0.0542 | 0.6056 | 0.0995 | 0.0528 | 0.5897 | 0.0969 | 0.1951 | 0.7037 | 0.3055 | 0.2066 | 0.7453 | 0.3236 | 0.2032 | 0.7329 | 0.3182 | 0.1970 | 0.7105 | 0.3085 | 0.1582 | 0.6921 | 0.2575 | 0.2067 | 0.9044 | 0.3365 | 0.1828 | 0.7999 | 0.2976 | 0.1585 | 0.6937 | 0.2581 | 0.0908 | 0.7615 | 0.1623 | 0.1011 | 0.8481 | 0.1807 | 0.0969 | 0.8125 | 0.1731 | 0.0915 | 0.7671 | 0.1634 | 0.1882 | 0.6600 | 0.2929 | 0.2022 | 0.7091 | 0.3147 | 0.1996 | 0.7001 | 0.3107 | 0.1918 | 0.6725 | 0.2984 |
| 1.3108 | 1.9987 | 1067 | 0.3029 | 0.7604 | 0.5817 | 0.6591 | 0.8574 | 0.6558 | 0.7432 | 0.8226 | 0.6292 | 0.7130 | 0.7715 | 0.5902 | 0.6688 | 0.2626 | 0.8957 | 0.4061 | 0.2685 | 0.9159 | 0.4153 | 0.2687 | 0.9165 | 0.4156 | 0.2652 | 0.9047 | 0.4102 | 0.1869 | 0.6869 | 0.2939 | 0.2454 | 0.9019 | 0.3859 | 0.2186 | 0.8033 | 0.3437 | 0.1881 | 0.6913 | 0.2957 | 0.2315 | 0.8588 | 0.3646 | 0.2451 | 0.9093 | 0.3861 | 0.2398 | 0.8896 | 0.3777 | 0.2329 | 0.8641 | 0.3669 | 0.1195 | 0.7392 | 0.2058 | 0.1451 | 0.8972 | 0.2497 | 0.1327 | 0.8210 | 0.2285 | 0.1198 | 0.7408 | 0.2062 | 0.1682 | 0.4780 | 0.2488 | 0.2460 | 0.6989 | 0.3639 | 0.2088 | 0.5933 | 0.3089 | 0.1692 | 0.4809 | 0.2504 | 0.2607 | 0.7954 | 0.3927 | 0.2627 | 0.8015 | 0.3957 | 0.2654 | 0.8097 | 0.3997 | 0.2642 | 0.8060 | 0.3980 | 0.1466 | 0.0838 | 0.1067 | 0.1476 | 0.0844 | 0.1074 | 0.1482 | 0.0847 | 0.1078 | 0.1472 | 0.0842 | 0.1071 | 0.0092 | 0.3 | 0.0178 | 0.0128 | 0.4180 | 0.0248 | 0.0111 | 0.3640 | 0.0216 | 0.0092 | 0.3029 | 0.0179 | 0.0519 | 0.4938 | 0.0939 | 0.0590 | 0.5617 | 0.1068 | 0.0557 | 0.5305 | 0.1009 | 0.0521 | 0.4958 | 0.0943 | 0.0348 | 0.4567 | 0.0647 | 0.0363 | 0.4762 | 0.0675 | 0.0472 | 0.6188 | 0.0877 | 0.0452 | 0.5929 | 0.0840 | 0.1832 | 0.8780 | 0.3031 | 0.1910 | 0.9158 | 0.3161 | 0.1872 | 0.8972 | 0.3097 | 0.1832 | 0.8782 | 0.3032 | 0.1372 | 0.6684 | 0.2277 | 0.1468 | 0.7153 | 0.2436 | 0.1533 | 0.7468 | 0.2544 | 0.1478 | 0.7200 | 0.2453 | 0.2414 | 0.9146 | 0.3820 | 0.2489 | 0.9430 | 0.3939 | 0.2476 | 0.9380 | 0.3918 | 0.2431 | 0.9211 | 0.3847 | 0.0295 | 0.5033 | 0.0558 | 0.0339 | 0.5773 | 0.0640 | 0.0360 | 0.6142 | 0.0681 | 0.0336 | 0.5729 | 0.0635 | 0.0067 | 0.3644 | 0.0132 | 0.0072 | 0.3895 | 0.0141 | 0.0115 | 0.6272 | 0.0227 | 0.0109 | 0.5902 | 0.0213 | 0.1010 | 0.7260 | 0.1773 | 0.1135 | 0.8162 | 0.1993 | 0.1093 | 0.7859 | 0.1919 | 0.1027 | 0.7387 | 0.1804 | 0.1778 | 0.6245 | 0.2767 | 0.2362 | 0.8300 | 0.3678 | 0.2107 | 0.7403 | 0.3280 | 0.1793 | 0.6299 | 0.2791 | 0.0539 | 0.7499 | 0.1006 | 0.0550 | 0.7642 | 0.1026 | 0.0567 | 0.7888 | 0.1059 | 0.0561 | 0.7794 | 0.1046 | 0.1551 | 0.8621 | 0.2629 | 0.1561 | 0.8677 | 0.2646 | 0.1589 | 0.8834 | 0.2694 | 0.1583 | 0.8799 | 0.2683 | 0.0585 | 0.6683 | 0.1075 | 0.0626 | 0.7160 | 0.1152 | 0.0653 | 0.7468 | 0.1201 | 0.0630 | 0.7200 | 0.1158 | 0.2589 | 0.8842 | 0.4005 | 0.2631 | 0.8985 | 0.4070 | 0.2624 | 0.8961 | 0.4059 | 0.2602 | 0.8887 | 0.4025 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.1249 | 0.4188 | 0.1925 | 0.2008 | 0.6732 | 0.3094 | 0.1659 | 0.5562 | 0.2556 | 0.1257 | 0.4215 | 0.1937 | 0.0985 | 0.2960 | 0.1479 | 0.1733 | 0.5205 | 0.2600 | 0.1372 | 0.4121 | 0.2059 | 0.0988 | 0.2966 | 0.1482 | 0.2264 | 0.8389 | 0.3566 | 0.2419 | 0.8965 | 0.3810 | 0.2393 | 0.8866 | 0.3768 | 0.2306 | 0.8544 | 0.3631 | 0.1215 | 0.7458 | 0.2089 | 0.1238 | 0.7599 | 0.2128 | 0.1227 | 0.7532 | 0.2110 | 0.1215 | 0.7461 | 0.2090 | 0.1779 | 0.6448 | 0.2788 | 0.1930 | 0.6995 | 0.3025 | 0.1878 | 0.6807 | 0.2944 | 0.1799 | 0.6519 | 0.2819 | 0.2388 | 0.9033 | 0.3778 | 0.2457 | 0.9292 | 0.3886 | 0.2443 | 0.9240 | 0.3865 | 0.2407 | 0.9103 | 0.3807 | 0.2066 | 0.7505 | 0.3240 | 0.2289 | 0.8316 | 0.3590 | 0.2181 | 0.7922 | 0.3420 | 0.2068 | 0.7514 | 0.3244 | 0.0499 | 0.5638 | 0.0916 | 0.0524 | 0.5918 | 0.0962 | 0.0537 | 0.6066 | 0.0986 | 0.0523 | 0.5914 | 0.0961 | 0.1938 | 0.7040 | 0.3040 | 0.2053 | 0.7458 | 0.3220 | 0.2018 | 0.7331 | 0.3165 | 0.1957 | 0.7108 | 0.3069 | 0.1571 | 0.6908 | 0.2559 | 0.2055 | 0.9039 | 0.3349 | 0.1817 | 0.7991 | 0.2961 | 0.1574 | 0.6925 | 0.2566 | 0.0903 | 0.7616 | 0.1614 | 0.1005 | 0.8479 | 0.1797 | 0.0963 | 0.8122 | 0.1721 | 0.0909 | 0.7670 | 0.1626 | 0.1869 | 0.6586 | 0.2912 | 0.2009 | 0.7078 | 0.3129 | 0.1983 | 0.6986 | 0.3089 | 0.1905 | 0.6712 | 0.2968 |
| 1.2963 | 2.9990 | 1601 | 0.2987 | 0.7591 | 0.5824 | 0.6591 | 0.8560 | 0.6568 | 0.7433 | 0.8211 | 0.6300 | 0.7130 | 0.7700 | 0.5908 | 0.6686 | 0.2597 | 0.8972 | 0.4028 | 0.2655 | 0.9174 | 0.4119 | 0.2657 | 0.9179 | 0.4121 | 0.2622 | 0.9060 | 0.4067 | 0.1850 | 0.6859 | 0.2914 | 0.2432 | 0.9017 | 0.3831 | 0.2165 | 0.8026 | 0.3410 | 0.1862 | 0.6903 | 0.2933 | 0.2291 | 0.8593 | 0.3617 | 0.2426 | 0.9102 | 0.3831 | 0.2373 | 0.8902 | 0.3747 | 0.2304 | 0.8644 | 0.3639 | 0.1181 | 0.7407 | 0.2038 | 0.1433 | 0.8987 | 0.2473 | 0.1312 | 0.8223 | 0.2262 | 0.1184 | 0.7422 | 0.2042 | 0.1666 | 0.4761 | 0.2468 | 0.2442 | 0.6979 | 0.3618 | 0.2071 | 0.5918 | 0.3068 | 0.1675 | 0.4787 | 0.2482 | 0.2591 | 0.7944 | 0.3907 | 0.2611 | 0.8006 | 0.3937 | 0.2638 | 0.8089 | 0.3978 | 0.2626 | 0.8052 | 0.3960 | 0.1442 | 0.0839 | 0.1061 | 0.1452 | 0.0845 | 0.1069 | 0.1457 | 0.0848 | 0.1072 | 0.1447 | 0.0843 | 0.1065 | 0.0090 | 0.2969 | 0.0175 | 0.0126 | 0.4156 | 0.0245 | 0.0109 | 0.3602 | 0.0212 | 0.0091 | 0.2990 | 0.0176 | 0.0512 | 0.4933 | 0.0927 | 0.0582 | 0.5607 | 0.1054 | 0.0550 | 0.5297 | 0.0996 | 0.0514 | 0.4953 | 0.0931 | 0.0344 | 0.4588 | 0.0640 | 0.0359 | 0.4786 | 0.0668 | 0.0468 | 0.6233 | 0.0870 | 0.0447 | 0.5964 | 0.0832 | 0.1812 | 0.8770 | 0.3003 | 0.1891 | 0.9152 | 0.3134 | 0.1852 | 0.8964 | 0.3070 | 0.1812 | 0.8772 | 0.3004 | 0.1348 | 0.6683 | 0.2244 | 0.1445 | 0.7160 | 0.2404 | 0.1505 | 0.7458 | 0.2504 | 0.1450 | 0.7184 | 0.2412 | 0.2393 | 0.9154 | 0.3794 | 0.2466 | 0.9436 | 0.3910 | 0.2453 | 0.9385 | 0.3889 | 0.2409 | 0.9217 | 0.3820 | 0.0288 | 0.5054 | 0.0545 | 0.0331 | 0.5804 | 0.0625 | 0.0351 | 0.6170 | 0.0665 | 0.0327 | 0.5748 | 0.0619 | 0.0065 | 0.3674 | 0.0127 | 0.0069 | 0.3909 | 0.0135 | 0.0109 | 0.6215 | 0.0215 | 0.0104 | 0.5882 | 0.0204 | 0.0998 | 0.7270 | 0.1755 | 0.1123 | 0.8182 | 0.1976 | 0.1081 | 0.7870 | 0.1900 | 0.1015 | 0.7393 | 0.1785 | 0.1761 | 0.6243 | 0.2747 | 0.2340 | 0.8296 | 0.3651 | 0.2087 | 0.7398 | 0.3256 | 0.1776 | 0.6294 | 0.2770 | 0.0533 | 0.7547 | 0.0996 | 0.0543 | 0.7682 | 0.1014 | 0.0560 | 0.7923 | 0.1045 | 0.0553 | 0.7832 | 0.1033 | 0.1534 | 0.8635 | 0.2605 | 0.1544 | 0.8693 | 0.2623 | 0.1572 | 0.8848 | 0.2670 | 0.1566 | 0.8814 | 0.2659 | 0.0575 | 0.6693 | 0.1059 | 0.0617 | 0.7182 | 0.1137 | 0.0643 | 0.7485 | 0.1185 | 0.0619 | 0.7204 | 0.1140 | 0.2557 | 0.8839 | 0.3967 | 0.2599 | 0.8983 | 0.4031 | 0.2592 | 0.8958 | 0.4020 | 0.2570 | 0.8884 | 0.3987 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.1236 | 0.4191 | 0.1909 | 0.1986 | 0.6736 | 0.3067 | 0.1640 | 0.5563 | 0.2533 | 0.1244 | 0.4220 | 0.1922 | 0.0977 | 0.2969 | 0.1470 | 0.1713 | 0.5206 | 0.2578 | 0.1357 | 0.4125 | 0.2043 | 0.0979 | 0.2975 | 0.1473 | 0.2246 | 0.8410 | 0.3545 | 0.2396 | 0.8973 | 0.3783 | 0.2371 | 0.8879 | 0.3743 | 0.2287 | 0.8564 | 0.3610 | 0.1201 | 0.7458 | 0.2069 | 0.1224 | 0.7597 | 0.2108 | 0.1213 | 0.7531 | 0.2090 | 0.1202 | 0.7462 | 0.2070 | 0.1761 | 0.6437 | 0.2765 | 0.1910 | 0.6985 | 0.3 | 0.1860 | 0.6799 | 0.2920 | 0.1780 | 0.6510 | 0.2796 | 0.2362 | 0.9045 | 0.3746 | 0.2429 | 0.9301 | 0.3852 | 0.2415 | 0.9248 | 0.3830 | 0.2380 | 0.9113 | 0.3774 | 0.2046 | 0.7501 | 0.3215 | 0.2265 | 0.8306 | 0.3559 | 0.2158 | 0.7914 | 0.3392 | 0.2048 | 0.7509 | 0.3218 | 0.0490 | 0.5702 | 0.0902 | 0.0512 | 0.5966 | 0.0944 | 0.0526 | 0.6125 | 0.0969 | 0.0514 | 0.5980 | 0.0946 | 0.1916 | 0.7037 | 0.3012 | 0.2029 | 0.7453 | 0.3190 | 0.1995 | 0.7328 | 0.3136 | 0.1934 | 0.7105 | 0.3041 | 0.1551 | 0.6899 | 0.2532 | 0.2033 | 0.9044 | 0.3319 | 0.1795 | 0.7988 | 0.2932 | 0.1554 | 0.6915 | 0.2538 | 0.0892 | 0.7606 | 0.1597 | 0.0992 | 0.8463 | 0.1776 | 0.0950 | 0.8104 | 0.1701 | 0.0898 | 0.7658 | 0.1608 | 0.1846 | 0.6574 | 0.2883 | 0.1986 | 0.7073 | 0.3102 | 0.1960 | 0.6978 | 0.3060 | 0.1882 | 0.6700 | 0.2938 |
| 1.2747 | 3.9993 | 2135 | 0.2935 | 0.7570 | 0.5835 | 0.6590 | 0.8540 | 0.6583 | 0.7435 | 0.8188 | 0.6312 | 0.7129 | 0.7677 | 0.5918 | 0.6684 | 0.2551 | 0.8960 | 0.3972 | 0.2611 | 0.9168 | 0.4064 | 0.2610 | 0.9167 | 0.4064 | 0.2576 | 0.9045 | 0.4009 | 0.1824 | 0.6851 | 0.2880 | 0.2400 | 0.9016 | 0.3791 | 0.2135 | 0.8021 | 0.3372 | 0.1836 | 0.6896 | 0.2900 | 0.2256 | 0.8589 | 0.3574 | 0.2391 | 0.9102 | 0.3787 | 0.2338 | 0.8899 | 0.3703 | 0.2269 | 0.8639 | 0.3594 | 0.1163 | 0.7431 | 0.2011 | 0.1409 | 0.9004 | 0.2437 | 0.1290 | 0.8239 | 0.2230 | 0.1164 | 0.7440 | 0.2014 | 0.1645 | 0.4734 | 0.2441 | 0.2416 | 0.6953 | 0.3586 | 0.2047 | 0.5891 | 0.3038 | 0.1654 | 0.4762 | 0.2455 | 0.2569 | 0.7945 | 0.3882 | 0.2587 | 0.8001 | 0.3910 | 0.2615 | 0.8087 | 0.3952 | 0.2604 | 0.8053 | 0.3935 | 0.1409 | 0.0843 | 0.1055 | 0.1419 | 0.0849 | 0.1063 | 0.1424 | 0.0852 | 0.1066 | 0.1414 | 0.0846 | 0.1058 | 0.0088 | 0.2928 | 0.0171 | 0.0124 | 0.4136 | 0.0241 | 0.0107 | 0.3579 | 0.0208 | 0.0089 | 0.2957 | 0.0172 | 0.0501 | 0.4937 | 0.0910 | 0.0570 | 0.5615 | 0.1035 | 0.0538 | 0.5301 | 0.0977 | 0.0503 | 0.4957 | 0.0914 | 0.0338 | 0.4585 | 0.0630 | 0.0353 | 0.4785 | 0.0657 | 0.0462 | 0.6263 | 0.0860 | 0.0442 | 0.5989 | 0.0823 | 0.1784 | 0.8745 | 0.2964 | 0.1863 | 0.9132 | 0.3095 | 0.1824 | 0.8941 | 0.3031 | 0.1785 | 0.8747 | 0.2965 | 0.1315 | 0.6703 | 0.2199 | 0.1408 | 0.7176 | 0.2354 | 0.1466 | 0.7470 | 0.2450 | 0.1411 | 0.7192 | 0.2359 | 0.2362 | 0.9169 | 0.3757 | 0.2434 | 0.9446 | 0.3870 | 0.2421 | 0.9397 | 0.3850 | 0.2378 | 0.9230 | 0.3782 | 0.0276 | 0.4989 | 0.0523 | 0.0320 | 0.5794 | 0.0607 | 0.0338 | 0.6111 | 0.0640 | 0.0313 | 0.5666 | 0.0594 | 0.0063 | 0.3771 | 0.0123 | 0.0066 | 0.4003 | 0.0131 | 0.0105 | 0.6306 | 0.0206 | 0.0100 | 0.6010 | 0.0196 | 0.0981 | 0.7267 | 0.1728 | 0.1106 | 0.8194 | 0.1948 | 0.1062 | 0.7873 | 0.1872 | 0.0997 | 0.7387 | 0.1757 | 0.1739 | 0.6241 | 0.2720 | 0.2310 | 0.8290 | 0.3614 | 0.2060 | 0.7392 | 0.3222 | 0.1754 | 0.6293 | 0.2743 | 0.0524 | 0.7573 | 0.0980 | 0.0534 | 0.7715 | 0.0998 | 0.0549 | 0.7933 | 0.1026 | 0.0542 | 0.7841 | 0.1014 | 0.1510 | 0.8654 | 0.2572 | 0.1520 | 0.8708 | 0.2588 | 0.1547 | 0.8866 | 0.2635 | 0.1542 | 0.8833 | 0.2625 | 0.0563 | 0.6726 | 0.1039 | 0.0601 | 0.7182 | 0.1110 | 0.0629 | 0.7508 | 0.1160 | 0.0606 | 0.7232 | 0.1118 | 0.2514 | 0.8869 | 0.3917 | 0.2551 | 0.9000 | 0.3975 | 0.2546 | 0.8982 | 0.3967 | 0.2527 | 0.8915 | 0.3938 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0000 | 0.0333 | 0.0000 | 0.0 | 0.0 | 0 | 0.1212 | 0.4163 | 0.1877 | 0.1952 | 0.6709 | 0.3025 | 0.1609 | 0.5530 | 0.2493 | 0.1219 | 0.4190 | 0.1889 | 0.0957 | 0.2950 | 0.1445 | 0.1685 | 0.5192 | 0.2544 | 0.1333 | 0.4108 | 0.2013 | 0.0959 | 0.2957 | 0.1449 | 0.2222 | 0.8454 | 0.3519 | 0.2365 | 0.8995 | 0.3745 | 0.2343 | 0.8912 | 0.3710 | 0.2263 | 0.8610 | 0.3584 | 0.1182 | 0.7461 | 0.2041 | 0.1204 | 0.7599 | 0.2079 | 0.1194 | 0.7533 | 0.2061 | 0.1183 | 0.7464 | 0.2042 | 0.1736 | 0.6434 | 0.2735 | 0.1886 | 0.6989 | 0.2971 | 0.1835 | 0.6800 | 0.2890 | 0.1756 | 0.6506 | 0.2765 | 0.2325 | 0.9072 | 0.3701 | 0.2392 | 0.9332 | 0.3807 | 0.2376 | 0.9271 | 0.3782 | 0.2340 | 0.9131 | 0.3725 | 0.2015 | 0.7509 | 0.3177 | 0.2233 | 0.8320 | 0.3520 | 0.2126 | 0.7925 | 0.3353 | 0.2017 | 0.7516 | 0.3180 | 0.0472 | 0.5657 | 0.0872 | 0.0497 | 0.5953 | 0.0918 | 0.0510 | 0.6103 | 0.0941 | 0.0496 | 0.5941 | 0.0916 | 0.1882 | 0.7023 | 0.2969 | 0.1996 | 0.7446 | 0.3148 | 0.1961 | 0.7316 | 0.3093 | 0.1900 | 0.7089 | 0.2997 | 0.1523 | 0.6888 | 0.2495 | 0.2001 | 0.9047 | 0.3277 | 0.1766 | 0.7983 | 0.2892 | 0.1526 | 0.6901 | 0.2500 | 0.0875 | 0.7619 | 0.1570 | 0.0976 | 0.8495 | 0.1751 | 0.0933 | 0.8124 | 0.1674 | 0.0881 | 0.7668 | 0.1580 | 0.1816 | 0.6580 | 0.2846 | 0.1953 | 0.7079 | 0.3062 | 0.1927 | 0.6983 | 0.3020 | 0.1850 | 0.6706 | 0.2901 |
| 1.259 | 4.9996 | 2669 | 0.2890 | 0.7546 | 0.5840 | 0.6584 | 0.8518 | 0.6592 | 0.7432 | 0.8163 | 0.6317 | 0.7123 | 0.7653 | 0.5922 | 0.6677 | 0.2504 | 0.8952 | 0.3914 | 0.2561 | 0.9155 | 0.4002 | 0.2560 | 0.9152 | 0.4001 | 0.2527 | 0.9034 | 0.3949 | 0.1795 | 0.6837 | 0.2843 | 0.2365 | 0.9009 | 0.3746 | 0.2103 | 0.8010 | 0.3331 | 0.1807 | 0.6885 | 0.2863 | 0.2222 | 0.8582 | 0.3530 | 0.2355 | 0.9098 | 0.3742 | 0.2302 | 0.8890 | 0.3657 | 0.2234 | 0.8630 | 0.3549 | 0.1142 | 0.7477 | 0.1982 | 0.1383 | 0.9055 | 0.2400 | 0.1266 | 0.8286 | 0.2196 | 0.1144 | 0.7486 | 0.1984 | 0.1623 | 0.4705 | 0.2413 | 0.2389 | 0.6926 | 0.3553 | 0.2023 | 0.5866 | 0.3009 | 0.1634 | 0.4737 | 0.2429 | 0.2543 | 0.7929 | 0.3851 | 0.2560 | 0.7983 | 0.3877 | 0.2589 | 0.8072 | 0.3920 | 0.2578 | 0.8039 | 0.3904 | 0.1372 | 0.0844 | 0.1045 | 0.1382 | 0.0851 | 0.1053 | 0.1386 | 0.0853 | 0.1056 | 0.1377 | 0.0847 | 0.1049 | 0.0086 | 0.2904 | 0.0167 | 0.0122 | 0.4122 | 0.0237 | 0.0105 | 0.3552 | 0.0204 | 0.0086 | 0.2925 | 0.0168 | 0.0491 | 0.4949 | 0.0894 | 0.0558 | 0.5619 | 0.1015 | 0.0527 | 0.5304 | 0.0958 | 0.0493 | 0.4967 | 0.0897 | 0.0332 | 0.4539 | 0.0619 | 0.0348 | 0.4752 | 0.0648 | 0.0457 | 0.6241 | 0.0851 | 0.0436 | 0.5962 | 0.0813 | 0.1756 | 0.8731 | 0.2924 | 0.1833 | 0.9114 | 0.3052 | 0.1795 | 0.8925 | 0.2989 | 0.1757 | 0.8733 | 0.2925 | 0.1282 | 0.6715 | 0.2153 | 0.1374 | 0.7200 | 0.2308 | 0.1425 | 0.7464 | 0.2392 | 0.1370 | 0.7178 | 0.2301 | 0.2328 | 0.9171 | 0.3714 | 0.2398 | 0.9445 | 0.3825 | 0.2386 | 0.9397 | 0.3805 | 0.2344 | 0.9231 | 0.3738 | 0.0264 | 0.4903 | 0.0501 | 0.0308 | 0.5716 | 0.0584 | 0.0323 | 0.6002 | 0.0613 | 0.0298 | 0.5545 | 0.0566 | 0.0060 | 0.3798 | 0.0118 | 0.0064 | 0.4064 | 0.0126 | 0.0100 | 0.6315 | 0.0196 | 0.0095 | 0.6003 | 0.0187 | 0.0966 | 0.7295 | 0.1707 | 0.1086 | 0.8202 | 0.1919 | 0.1045 | 0.7889 | 0.1845 | 0.0982 | 0.7415 | 0.1735 | 0.1715 | 0.6230 | 0.2690 | 0.2277 | 0.8270 | 0.3571 | 0.2032 | 0.7379 | 0.3186 | 0.1730 | 0.6283 | 0.2713 | 0.0511 | 0.7559 | 0.0958 | 0.0521 | 0.7701 | 0.0976 | 0.0536 | 0.7926 | 0.1004 | 0.0530 | 0.7837 | 0.0993 | 0.1482 | 0.8640 | 0.2531 | 0.1494 | 0.8709 | 0.2551 | 0.1520 | 0.8859 | 0.2595 | 0.1513 | 0.8817 | 0.2583 | 0.0550 | 0.6728 | 0.1016 | 0.0587 | 0.7187 | 0.1086 | 0.0614 | 0.7513 | 0.1135 | 0.0592 | 0.7248 | 0.1095 | 0.2464 | 0.8866 | 0.3857 | 0.2501 | 0.8997 | 0.3913 | 0.2496 | 0.8979 | 0.3906 | 0.2476 | 0.8910 | 0.3876 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0000 | 0.0238 | 0.0000 | 0.0 | 0.0 | 0 | 0.1182 | 0.4114 | 0.1836 | 0.1914 | 0.6664 | 0.2974 | 0.1573 | 0.5477 | 0.2445 | 0.1189 | 0.4140 | 0.1848 | 0.0939 | 0.2940 | 0.1423 | 0.1656 | 0.5187 | 0.2510 | 0.1309 | 0.4100 | 0.1984 | 0.0941 | 0.2947 | 0.1426 | 0.2193 | 0.8467 | 0.3484 | 0.2329 | 0.8990 | 0.3699 | 0.2309 | 0.8915 | 0.3668 | 0.2233 | 0.8621 | 0.3548 | 0.1161 | 0.7450 | 0.2009 | 0.1183 | 0.7589 | 0.2046 | 0.1172 | 0.7523 | 0.2029 | 0.1162 | 0.7454 | 0.2010 | 0.1710 | 0.6414 | 0.2700 | 0.1858 | 0.6969 | 0.2934 | 0.1808 | 0.6783 | 0.2856 | 0.1730 | 0.6487 | 0.2731 | 0.2286 | 0.9107 | 0.3654 | 0.2352 | 0.9369 | 0.3760 | 0.2334 | 0.9298 | 0.3731 | 0.2299 | 0.9158 | 0.3675 | 0.1984 | 0.7525 | 0.3140 | 0.2196 | 0.8330 | 0.3476 | 0.2093 | 0.7937 | 0.3312 | 0.1986 | 0.7532 | 0.3143 | 0.0454 | 0.5679 | 0.0841 | 0.0481 | 0.6017 | 0.0891 | 0.0492 | 0.6150 | 0.0911 | 0.0477 | 0.5971 | 0.0884 | 0.1848 | 0.7006 | 0.2925 | 0.1961 | 0.7433 | 0.3103 | 0.1926 | 0.7302 | 0.3049 | 0.1865 | 0.7071 | 0.2952 | 0.1494 | 0.6869 | 0.2454 | 0.1968 | 0.9048 | 0.3233 | 0.1734 | 0.7974 | 0.2849 | 0.1497 | 0.6882 | 0.2459 | 0.0859 | 0.7613 | 0.1544 | 0.0958 | 0.8487 | 0.1721 | 0.0916 | 0.8113 | 0.1645 | 0.0864 | 0.7659 | 0.1553 | 0.1782 | 0.6574 | 0.2804 | 0.1919 | 0.7079 | 0.3020 | 0.1892 | 0.6978 | 0.2976 | 0.1816 | 0.6698 | 0.2857 |
| 1.2275 | 5.9999 | 3203 | 0.2861 | 0.7527 | 0.5845 | 0.6580 | 0.8502 | 0.6602 | 0.7432 | 0.8144 | 0.6324 | 0.7119 | 0.7632 | 0.5926 | 0.6672 | 0.2467 | 0.8942 | 0.3867 | 0.2523 | 0.9146 | 0.3955 | 0.2521 | 0.9139 | 0.3952 | 0.2488 | 0.9018 | 0.3900 | 0.1773 | 0.6826 | 0.2815 | 0.2340 | 0.9008 | 0.3715 | 0.2078 | 0.8002 | 0.3300 | 0.1785 | 0.6874 | 0.2835 | 0.2193 | 0.8572 | 0.3493 | 0.2328 | 0.9098 | 0.3707 | 0.2274 | 0.8886 | 0.3621 | 0.2206 | 0.8620 | 0.3513 | 0.1126 | 0.7483 | 0.1958 | 0.1366 | 0.9075 | 0.2374 | 0.1249 | 0.8297 | 0.2171 | 0.1128 | 0.7493 | 0.1960 | 0.1605 | 0.4685 | 0.2391 | 0.2365 | 0.6904 | 0.3523 | 0.2003 | 0.5846 | 0.2983 | 0.1616 | 0.4718 | 0.2408 | 0.2522 | 0.7918 | 0.3825 | 0.2539 | 0.7972 | 0.3852 | 0.2568 | 0.8063 | 0.3895 | 0.2557 | 0.8029 | 0.3879 | 0.1348 | 0.0847 | 0.1040 | 0.1357 | 0.0853 | 0.1048 | 0.1361 | 0.0856 | 0.1051 | 0.1352 | 0.0850 | 0.1044 | 0.0085 | 0.2880 | 0.0165 | 0.0121 | 0.4114 | 0.0235 | 0.0104 | 0.3535 | 0.0202 | 0.0085 | 0.2901 | 0.0166 | 0.0485 | 0.4965 | 0.0883 | 0.0549 | 0.5628 | 0.1001 | 0.0519 | 0.5317 | 0.0946 | 0.0486 | 0.4983 | 0.0886 | 0.0327 | 0.4515 | 0.0610 | 0.0342 | 0.4716 | 0.0637 | 0.0452 | 0.6241 | 0.0843 | 0.0432 | 0.5966 | 0.0806 | 0.1735 | 0.8741 | 0.2895 | 0.1810 | 0.9120 | 0.3021 | 0.1773 | 0.8933 | 0.2959 | 0.1736 | 0.8744 | 0.2896 | 0.1257 | 0.6744 | 0.2119 | 0.1347 | 0.7227 | 0.2270 | 0.1393 | 0.7477 | 0.2349 | 0.1340 | 0.7192 | 0.2260 | 0.2303 | 0.9173 | 0.3682 | 0.2372 | 0.9446 | 0.3792 | 0.2360 | 0.9398 | 0.3772 | 0.2318 | 0.9233 | 0.3706 | 0.0255 | 0.4865 | 0.0485 | 0.0299 | 0.5704 | 0.0569 | 0.0314 | 0.5978 | 0.0596 | 0.0289 | 0.5516 | 0.0550 | 0.0058 | 0.3957 | 0.0114 | 0.0062 | 0.4241 | 0.0122 | 0.0095 | 0.6482 | 0.0186 | 0.0090 | 0.6142 | 0.0177 | 0.0954 | 0.7289 | 0.1687 | 0.1071 | 0.8185 | 0.1895 | 0.1030 | 0.7871 | 0.1822 | 0.0969 | 0.7404 | 0.1714 | 0.1696 | 0.6225 | 0.2666 | 0.2253 | 0.8271 | 0.3542 | 0.2010 | 0.7376 | 0.3159 | 0.1710 | 0.6277 | 0.2688 | 0.0502 | 0.7556 | 0.0942 | 0.0511 | 0.7696 | 0.0959 | 0.0526 | 0.7922 | 0.0987 | 0.0521 | 0.7833 | 0.0976 | 0.1463 | 0.8652 | 0.2503 | 0.1476 | 0.8726 | 0.2525 | 0.1501 | 0.8875 | 0.2568 | 0.1494 | 0.8831 | 0.2555 | 0.0541 | 0.6745 | 0.1001 | 0.0577 | 0.7202 | 0.1069 | 0.0603 | 0.7527 | 0.1117 | 0.0582 | 0.7256 | 0.1077 | 0.2427 | 0.8884 | 0.3812 | 0.2462 | 0.9013 | 0.3867 | 0.2457 | 0.8997 | 0.3860 | 0.2438 | 0.8928 | 0.3831 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0000 | 0.0185 | 0.0000 | 0.0 | 0.0 | 0 | 0.1165 | 0.4111 | 0.1816 | 0.1889 | 0.6661 | 0.2943 | 0.1552 | 0.5473 | 0.2418 | 0.1173 | 0.4138 | 0.1828 | 0.0924 | 0.2936 | 0.1405 | 0.1637 | 0.5203 | 0.2491 | 0.1292 | 0.4105 | 0.1965 | 0.0926 | 0.2942 | 0.1408 | 0.2171 | 0.8485 | 0.3457 | 0.2303 | 0.9002 | 0.3668 | 0.2284 | 0.8927 | 0.3638 | 0.2210 | 0.8639 | 0.3520 | 0.1147 | 0.7459 | 0.1989 | 0.1169 | 0.7599 | 0.2026 | 0.1158 | 0.7533 | 0.2008 | 0.1148 | 0.7463 | 0.1989 | 0.1692 | 0.6405 | 0.2677 | 0.1840 | 0.6966 | 0.2911 | 0.1790 | 0.6776 | 0.2832 | 0.1711 | 0.6477 | 0.2707 | 0.2255 | 0.9108 | 0.3615 | 0.2319 | 0.9366 | 0.3718 | 0.2300 | 0.9290 | 0.3688 | 0.2266 | 0.9150 | 0.3632 | 0.1960 | 0.7533 | 0.3111 | 0.2169 | 0.8336 | 0.3443 | 0.2068 | 0.7944 | 0.3281 | 0.1962 | 0.7540 | 0.3114 | 0.0440 | 0.5588 | 0.0815 | 0.0471 | 0.5990 | 0.0874 | 0.0479 | 0.6092 | 0.0888 | 0.0462 | 0.5879 | 0.0857 | 0.1828 | 0.7011 | 0.2900 | 0.1937 | 0.7431 | 0.3074 | 0.1904 | 0.7302 | 0.3020 | 0.1845 | 0.7075 | 0.2926 | 0.1469 | 0.6834 | 0.2418 | 0.1944 | 0.9047 | 0.3201 | 0.1709 | 0.7954 | 0.2814 | 0.1471 | 0.6845 | 0.2422 | 0.0848 | 0.7611 | 0.1527 | 0.0945 | 0.8475 | 0.1700 | 0.0903 | 0.8103 | 0.1626 | 0.0853 | 0.7655 | 0.1536 | 0.1757 | 0.6555 | 0.2772 | 0.1895 | 0.7070 | 0.2989 | 0.1867 | 0.6963 | 0.2944 | 0.1791 | 0.6679 | 0.2824 |
| 1.2183 | 6.9983 | 3736 | 0.2848 | 0.7519 | 0.5846 | 0.6578 | 0.8494 | 0.6605 | 0.7431 | 0.8135 | 0.6325 | 0.7117 | 0.7623 | 0.5927 | 0.6669 | 0.2450 | 0.8944 | 0.3847 | 0.2505 | 0.9143 | 0.3933 | 0.2503 | 0.9135 | 0.3929 | 0.2470 | 0.9016 | 0.3878 | 0.1764 | 0.6822 | 0.2803 | 0.2329 | 0.9008 | 0.3701 | 0.2068 | 0.7999 | 0.3286 | 0.1776 | 0.6871 | 0.2823 | 0.2181 | 0.8567 | 0.3477 | 0.2317 | 0.9101 | 0.3694 | 0.2262 | 0.8882 | 0.3605 | 0.2193 | 0.8612 | 0.3496 | 0.1120 | 0.7474 | 0.1948 | 0.1358 | 0.9067 | 0.2363 | 0.1242 | 0.8288 | 0.2160 | 0.1121 | 0.7483 | 0.1950 | 0.1600 | 0.4680 | 0.2384 | 0.2355 | 0.6890 | 0.3510 | 0.1995 | 0.5836 | 0.2974 | 0.1611 | 0.4712 | 0.2401 | 0.2514 | 0.7917 | 0.3816 | 0.2530 | 0.7970 | 0.3841 | 0.2560 | 0.8062 | 0.3886 | 0.2549 | 0.8029 | 0.3869 | 0.1335 | 0.0847 | 0.1036 | 0.1345 | 0.0854 | 0.1044 | 0.1349 | 0.0856 | 0.1047 | 0.1339 | 0.0850 | 0.1040 | 0.0084 | 0.2867 | 0.0163 | 0.0121 | 0.4112 | 0.0234 | 0.0104 | 0.3535 | 0.0201 | 0.0085 | 0.2895 | 0.0165 | 0.0481 | 0.4968 | 0.0877 | 0.0547 | 0.5645 | 0.0997 | 0.0516 | 0.5326 | 0.0941 | 0.0483 | 0.4986 | 0.0880 | 0.0325 | 0.4486 | 0.0605 | 0.0340 | 0.4702 | 0.0634 | 0.0450 | 0.6224 | 0.0840 | 0.0430 | 0.5938 | 0.0801 | 0.1725 | 0.8741 | 0.2882 | 0.1800 | 0.9119 | 0.3007 | 0.1763 | 0.8933 | 0.2945 | 0.1726 | 0.8744 | 0.2883 | 0.1247 | 0.6760 | 0.2105 | 0.1336 | 0.7244 | 0.2255 | 0.1381 | 0.7490 | 0.2332 | 0.1329 | 0.7205 | 0.2243 | 0.2293 | 0.9180 | 0.3669 | 0.2361 | 0.9452 | 0.3778 | 0.2349 | 0.9404 | 0.3759 | 0.2308 | 0.9239 | 0.3693 | 0.0251 | 0.4856 | 0.0478 | 0.0296 | 0.5722 | 0.0563 | 0.0310 | 0.5996 | 0.0590 | 0.0285 | 0.5516 | 0.0542 | 0.0057 | 0.4038 | 0.0112 | 0.0061 | 0.4300 | 0.0120 | 0.0093 | 0.6567 | 0.0183 | 0.0088 | 0.6210 | 0.0173 | 0.0948 | 0.7297 | 0.1678 | 0.1066 | 0.8206 | 0.1887 | 0.1024 | 0.7886 | 0.1813 | 0.0963 | 0.7411 | 0.1704 | 0.1689 | 0.6217 | 0.2656 | 0.2242 | 0.8255 | 0.3526 | 0.2000 | 0.7364 | 0.3146 | 0.1703 | 0.6269 | 0.2678 | 0.0498 | 0.7554 | 0.0935 | 0.0508 | 0.7698 | 0.0953 | 0.0522 | 0.7918 | 0.0980 | 0.0516 | 0.7829 | 0.0969 | 0.1454 | 0.8656 | 0.2489 | 0.1466 | 0.8731 | 0.2511 | 0.1491 | 0.8880 | 0.2554 | 0.1484 | 0.8836 | 0.2541 | 0.0535 | 0.6712 | 0.0992 | 0.0573 | 0.7189 | 0.1062 | 0.0598 | 0.7502 | 0.1108 | 0.0576 | 0.7225 | 0.1067 | 0.2407 | 0.8881 | 0.3788 | 0.2445 | 0.9020 | 0.3847 | 0.2439 | 0.8998 | 0.3838 | 0.2419 | 0.8925 | 0.3807 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0000 | 0.0152 | 0.0000 | 0.0 | 0.0 | 0 | 0.1157 | 0.4103 | 0.1805 | 0.1876 | 0.6652 | 0.2927 | 0.1541 | 0.5463 | 0.2403 | 0.1165 | 0.4130 | 0.1817 | 0.0920 | 0.2924 | 0.1400 | 0.1627 | 0.5169 | 0.2475 | 0.1285 | 0.4081 | 0.1954 | 0.0922 | 0.2930 | 0.1403 | 0.2163 | 0.8508 | 0.3449 | 0.2292 | 0.9015 | 0.3655 | 0.2274 | 0.8947 | 0.3627 | 0.2202 | 0.8662 | 0.3511 | 0.1140 | 0.7453 | 0.1977 | 0.1161 | 0.7592 | 0.2014 | 0.1151 | 0.7526 | 0.1996 | 0.1140 | 0.7456 | 0.1978 | 0.1684 | 0.6396 | 0.2666 | 0.1831 | 0.6956 | 0.2899 | 0.1781 | 0.6766 | 0.2820 | 0.1703 | 0.6467 | 0.2695 | 0.2241 | 0.9121 | 0.3598 | 0.2305 | 0.9381 | 0.3701 | 0.2285 | 0.9300 | 0.3669 | 0.2251 | 0.9161 | 0.3614 | 0.1948 | 0.7534 | 0.3096 | 0.2158 | 0.8343 | 0.3429 | 0.2056 | 0.7948 | 0.3266 | 0.1950 | 0.7541 | 0.3099 | 0.0434 | 0.5592 | 0.0805 | 0.0466 | 0.6002 | 0.0864 | 0.0473 | 0.6102 | 0.0879 | 0.0457 | 0.5884 | 0.0847 | 0.1819 | 0.7012 | 0.2889 | 0.1927 | 0.7425 | 0.3059 | 0.1894 | 0.7298 | 0.3007 | 0.1836 | 0.7075 | 0.2915 | 0.1457 | 0.6820 | 0.2402 | 0.1932 | 0.9042 | 0.3184 | 0.1698 | 0.7944 | 0.2797 | 0.1459 | 0.6829 | 0.2405 | 0.0844 | 0.7625 | 0.1519 | 0.0939 | 0.8490 | 0.1692 | 0.0898 | 0.8114 | 0.1617 | 0.0848 | 0.7667 | 0.1528 | 0.1746 | 0.6547 | 0.2757 | 0.1885 | 0.7066 | 0.2975 | 0.1855 | 0.6955 | 0.2929 | 0.1779 | 0.6669 | 0.2809 |
| 1.2035 | 7.9874 | 4264 | 0.2846 | 0.7516 | 0.5847 | 0.6577 | 0.8492 | 0.6606 | 0.7431 | 0.8132 | 0.6326 | 0.7116 | 0.7619 | 0.5927 | 0.6668 | 0.2446 | 0.8943 | 0.3841 | 0.2500 | 0.9143 | 0.3927 | 0.2498 | 0.9135 | 0.3923 | 0.2465 | 0.9016 | 0.3872 | 0.1761 | 0.6822 | 0.2799 | 0.2325 | 0.9009 | 0.3696 | 0.2064 | 0.7997 | 0.3281 | 0.1773 | 0.6868 | 0.2818 | 0.2176 | 0.8556 | 0.3469 | 0.2313 | 0.9096 | 0.3688 | 0.2257 | 0.8875 | 0.3598 | 0.2187 | 0.8602 | 0.3488 | 0.1118 | 0.7483 | 0.1945 | 0.1356 | 0.9079 | 0.2360 | 0.1239 | 0.8298 | 0.2157 | 0.1119 | 0.7493 | 0.1947 | 0.1597 | 0.4681 | 0.2381 | 0.2353 | 0.6899 | 0.3510 | 0.1992 | 0.5841 | 0.2971 | 0.1608 | 0.4713 | 0.2397 | 0.2511 | 0.7911 | 0.3812 | 0.2527 | 0.7964 | 0.3837 | 0.2557 | 0.8056 | 0.3881 | 0.2546 | 0.8023 | 0.3866 | 0.1331 | 0.0847 | 0.1035 | 0.1341 | 0.0853 | 0.1043 | 0.1345 | 0.0856 | 0.1046 | 0.1336 | 0.0850 | 0.1039 | 0.0084 | 0.2878 | 0.0164 | 0.0120 | 0.4118 | 0.0234 | 0.0104 | 0.3547 | 0.0202 | 0.0085 | 0.2913 | 0.0166 | 0.0480 | 0.4977 | 0.0876 | 0.0545 | 0.5647 | 0.0994 | 0.0515 | 0.5332 | 0.0939 | 0.0482 | 0.4995 | 0.0879 | 0.0324 | 0.4485 | 0.0605 | 0.0340 | 0.4701 | 0.0634 | 0.0450 | 0.6225 | 0.0840 | 0.0430 | 0.5941 | 0.0801 | 0.1722 | 0.8741 | 0.2878 | 0.1797 | 0.9120 | 0.3002 | 0.1760 | 0.8933 | 0.2941 | 0.1723 | 0.8744 | 0.2878 | 0.1242 | 0.6761 | 0.2099 | 0.1330 | 0.7237 | 0.2247 | 0.1376 | 0.7485 | 0.2324 | 0.1324 | 0.7205 | 0.2237 | 0.2289 | 0.9176 | 0.3664 | 0.2357 | 0.9448 | 0.3773 | 0.2345 | 0.9400 | 0.3753 | 0.2304 | 0.9235 | 0.3688 | 0.0251 | 0.4843 | 0.0477 | 0.0294 | 0.5687 | 0.0560 | 0.0309 | 0.5964 | 0.0587 | 0.0285 | 0.5497 | 0.0541 | 0.0057 | 0.4086 | 0.0112 | 0.0060 | 0.4307 | 0.0118 | 0.0092 | 0.6608 | 0.0181 | 0.0087 | 0.6268 | 0.0172 | 0.0947 | 0.7284 | 0.1675 | 0.1064 | 0.8187 | 0.1883 | 0.1023 | 0.7870 | 0.1810 | 0.0962 | 0.7399 | 0.1702 | 0.1686 | 0.6218 | 0.2653 | 0.2239 | 0.8258 | 0.3523 | 0.1997 | 0.7366 | 0.3143 | 0.1700 | 0.6271 | 0.2675 | 0.0497 | 0.7552 | 0.0932 | 0.0506 | 0.7698 | 0.0950 | 0.0521 | 0.7917 | 0.0977 | 0.0515 | 0.7826 | 0.0966 | 0.1451 | 0.8663 | 0.2485 | 0.1464 | 0.8741 | 0.2508 | 0.1489 | 0.8889 | 0.2550 | 0.1481 | 0.8844 | 0.2537 | 0.0534 | 0.6716 | 0.0990 | 0.0572 | 0.7193 | 0.1060 | 0.0597 | 0.7509 | 0.1106 | 0.0575 | 0.7230 | 0.1065 | 0.2403 | 0.8887 | 0.3783 | 0.2440 | 0.9022 | 0.3841 | 0.2434 | 0.9002 | 0.3832 | 0.2415 | 0.8930 | 0.3802 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0000 | 0.0152 | 0.0000 | 0.0 | 0.0 | 0 | 0.1155 | 0.4105 | 0.1803 | 0.1875 | 0.6661 | 0.2926 | 0.1539 | 0.5468 | 0.2402 | 0.1163 | 0.4132 | 0.1815 | 0.0918 | 0.2925 | 0.1398 | 0.1624 | 0.5175 | 0.2473 | 0.1282 | 0.4085 | 0.1952 | 0.0920 | 0.2931 | 0.1400 | 0.2160 | 0.8505 | 0.3445 | 0.2289 | 0.9011 | 0.3651 | 0.2271 | 0.8942 | 0.3622 | 0.2199 | 0.8658 | 0.3508 | 0.1138 | 0.7455 | 0.1975 | 0.1159 | 0.7593 | 0.2011 | 0.1149 | 0.7528 | 0.1994 | 0.1138 | 0.7459 | 0.1975 | 0.1680 | 0.6393 | 0.2661 | 0.1829 | 0.6959 | 0.2896 | 0.1779 | 0.6769 | 0.2817 | 0.1699 | 0.6467 | 0.2691 | 0.2237 | 0.9118 | 0.3592 | 0.2301 | 0.9381 | 0.3696 | 0.2281 | 0.9299 | 0.3663 | 0.2246 | 0.9156 | 0.3607 | 0.1946 | 0.7536 | 0.3093 | 0.2154 | 0.8341 | 0.3424 | 0.2053 | 0.7948 | 0.3263 | 0.1948 | 0.7544 | 0.3096 | 0.0432 | 0.5595 | 0.0802 | 0.0464 | 0.6006 | 0.0861 | 0.0472 | 0.6108 | 0.0876 | 0.0455 | 0.5891 | 0.0845 | 0.1815 | 0.7008 | 0.2883 | 0.1923 | 0.7424 | 0.3055 | 0.1890 | 0.7295 | 0.3002 | 0.1832 | 0.7071 | 0.2910 | 0.1453 | 0.6818 | 0.2396 | 0.1929 | 0.9051 | 0.3180 | 0.1694 | 0.7948 | 0.2792 | 0.1455 | 0.6828 | 0.2399 | 0.0842 | 0.7625 | 0.1516 | 0.0938 | 0.8497 | 0.1689 | 0.0896 | 0.8118 | 0.1614 | 0.0846 | 0.7667 | 0.1524 | 0.1743 | 0.6548 | 0.2753 | 0.1882 | 0.7069 | 0.2972 | 0.1852 | 0.6957 | 0.2925 | 0.1776 | 0.6671 | 0.2805 |
Framework versions
- Transformers 4.40.2
- Pytorch 2.3.1+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
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