userReviewed-20250317091926
This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 6.4809
- Overall Strict Precision: 0.4884
- Overall Strict Recall: 0.0639
- Overall Strict F1: 0.1131
- Overall Ent Type Precision: 0.6123
- Overall Ent Type Recall: 0.0801
- Overall Ent Type F1: 0.1417
- Overall Partial Precision: 0.8468
- Overall Partial Recall: 0.1109
- Overall Partial F1: 0.1960
- Overall Exact Precision: 0.7447
- Overall Exact Recall: 0.0975
- Overall Exact F1: 0.1724
- Grossamount Strict Precision: 0.2072
- Grossamount Strict Recall: 0.1159
- Grossamount Strict F1: 0.1486
- Grossamount Ent Type Precision: 0.2385
- Grossamount Ent Type Recall: 0.1333
- Grossamount Ent Type F1: 0.1710
- Grossamount Partial Precision: 0.2290
- Grossamount Partial Recall: 0.1280
- Grossamount Partial F1: 0.1642
- Grossamount Exact Precision: 0.2119
- Grossamount Exact Recall: 0.1185
- Grossamount Exact F1: 0.1520
- Hotelfaxnumber Strict Precision: 0.2150
- Hotelfaxnumber Strict Recall: 0.4709
- Hotelfaxnumber Strict F1: 0.2952
- Hotelfaxnumber Ent Type Precision: 0.2837
- Hotelfaxnumber Ent Type Recall: 0.6214
- Hotelfaxnumber Ent Type F1: 0.3896
- Hotelfaxnumber Partial Precision: 0.2508
- Hotelfaxnumber Partial Recall: 0.5492
- Hotelfaxnumber Partial F1: 0.3443
- Hotelfaxnumber Exact Precision: 0.2154
- Hotelfaxnumber Exact Recall: 0.4718
- Hotelfaxnumber Exact F1: 0.2958
- Companyname Strict Precision: 0.2751
- Companyname Strict Recall: 0.0745
- Companyname Strict F1: 0.1172
- Companyname Ent Type Precision: 0.3843
- Companyname Ent Type Recall: 0.1040
- Companyname Ent Type F1: 0.1637
- Companyname Partial Precision: 0.4312
- Companyname Partial Recall: 0.1167
- Companyname Partial F1: 0.1837
- Companyname Exact Precision: 0.3554
- Companyname Exact Recall: 0.0962
- Companyname Exact F1: 0.1514
- Netamount Strict Precision: 0.0783
- Netamount Strict Recall: 0.0151
- Netamount Strict F1: 0.0253
- Netamount Ent Type Precision: 0.0871
- Netamount Ent Type Recall: 0.0168
- Netamount Ent Type F1: 0.0282
- Netamount Partial Precision: 0.1461
- Netamount Partial Recall: 0.0282
- Netamount Partial F1: 0.0473
- Netamount Exact Precision: 0.1287
- Netamount Exact Recall: 0.0248
- Netamount Exact F1: 0.0417
- Invoicedate Strict Precision: 0.0317
- Invoicedate Strict Recall: 0.1409
- Invoicedate Strict F1: 0.0518
- Invoicedate Ent Type Precision: 0.0572
- Invoicedate Ent Type Recall: 0.2541
- Invoicedate Ent Type F1: 0.0934
- Invoicedate Partial Precision: 0.0460
- Invoicedate Partial Recall: 0.2045
- Invoicedate Partial F1: 0.0752
- Invoicedate Exact Precision: 0.0327
- Invoicedate Exact Recall: 0.1455
- Invoicedate Exact F1: 0.0535
- Pagenumber Strict Precision: 0.0749
- Pagenumber Strict Recall: 0.0059
- Pagenumber Strict F1: 0.0110
- Pagenumber Ent Type Precision: 0.0779
- Pagenumber Ent Type Recall: 0.0062
- Pagenumber Ent Type F1: 0.0114
- Pagenumber Partial Precision: 0.7271
- Pagenumber Partial Recall: 0.0576
- Pagenumber Partial F1: 0.1067
- Pagenumber Exact Precision: 0.6595
- Pagenumber Exact Recall: 0.0522
- Pagenumber Exact F1: 0.0968
- Companyaddress Strict Precision: 0.3382
- Companyaddress Strict Recall: 0.5915
- Companyaddress Strict F1: 0.4303
- Companyaddress Ent Type Precision: 0.4423
- Companyaddress Ent Type Recall: 0.7735
- Companyaddress Ent Type F1: 0.5627
- Companyaddress Partial Precision: 0.3992
- Companyaddress Partial Recall: 0.6982
- Companyaddress Partial F1: 0.5080
- Companyaddress Exact Precision: 0.3435
- Companyaddress Exact Recall: 0.6007
- Companyaddress Exact F1: 0.4370
- Companyvatnumber Strict Precision: 0.0806
- Companyvatnumber Strict Recall: 0.0053
- Companyvatnumber Strict F1: 0.0100
- Companyvatnumber Ent Type Precision: 0.0907
- Companyvatnumber Ent Type Recall: 0.0060
- Companyvatnumber Ent Type F1: 0.0112
- Companyvatnumber Partial Precision: 0.3250
- Companyvatnumber Partial Recall: 0.0214
- Companyvatnumber Partial F1: 0.0402
- Companyvatnumber Exact Precision: 0.2761
- Companyvatnumber Exact Recall: 0.0182
- Companyvatnumber Exact F1: 0.0342
- Hotelcountry Strict Precision: 0.0919
- Hotelcountry Strict Recall: 0.4415
- Hotelcountry Strict F1: 0.1521
- Hotelcountry Ent Type Precision: 0.0967
- Hotelcountry Ent Type Recall: 0.4648
- Hotelcountry Ent Type F1: 0.1601
- Hotelcountry Partial Precision: 0.1008
- Hotelcountry Partial Recall: 0.4841
- Hotelcountry Partial F1: 0.1668
- Hotelcountry Exact Precision: 0.0980
- Hotelcountry Exact Recall: 0.4707
- Hotelcountry Exact F1: 0.1622
- Externalreservationnumber Strict Precision: 0.0170
- Externalreservationnumber Strict Recall: 0.1894
- Externalreservationnumber Strict F1: 0.0312
- Externalreservationnumber Ent Type Precision: 0.0190
- Externalreservationnumber Ent Type Recall: 0.2112
- Externalreservationnumber Ent Type F1: 0.0348
- Externalreservationnumber Partial Precision: 0.0346
- Externalreservationnumber Partial Recall: 0.3847
- Externalreservationnumber Partial F1: 0.0634
- Externalreservationnumber Exact Precision: 0.0315
- Externalreservationnumber Exact Recall: 0.3510
- Externalreservationnumber Exact F1: 0.0579
- Reservationnumber Strict Precision: 0.0705
- Reservationnumber Strict Recall: 0.1116
- Reservationnumber Strict F1: 0.0864
- Reservationnumber Ent Type Precision: 0.0746
- Reservationnumber Ent Type Recall: 0.1179
- Reservationnumber Ent Type F1: 0.0914
- Reservationnumber Partial Precision: 0.1186
- Reservationnumber Partial Recall: 0.1876
- Reservationnumber Partial F1: 0.1453
- Reservationnumber Exact Precision: 0.1059
- Reservationnumber Exact Recall: 0.1676
- Reservationnumber Exact F1: 0.1298
- Cardnumber Strict Precision: 0.0
- Cardnumber Strict Recall: 0.0
- Cardnumber Strict F1: 0
- Cardnumber Ent Type Precision: 0.0001
- Cardnumber Ent Type Recall: 0.0769
- Cardnumber Ent Type F1: 0.0001
- Cardnumber Partial Precision: 0.0000
- Cardnumber Partial Recall: 0.0385
- Cardnumber Partial F1: 0.0001
- Cardnumber Exact Precision: 0.0
- Cardnumber Exact Recall: 0.0
- Cardnumber Exact F1: 0
- Hotelcity Strict Precision: 0.3469
- Hotelcity Strict Recall: 0.2390
- Hotelcity Strict F1: 0.2830
- Hotelcity Ent Type Precision: 0.3906
- Hotelcity Ent Type Recall: 0.2691
- Hotelcity Ent Type F1: 0.3187
- Hotelcity Partial Precision: 0.3806
- Hotelcity Partial Recall: 0.2622
- Hotelcity Partial F1: 0.3105
- Hotelcity Exact Precision: 0.3546
- Hotelcity Exact Recall: 0.2443
- Hotelcity Exact F1: 0.2893
- Currencycode Strict Precision: 0.2855
- Currencycode Strict Recall: 0.0727
- Currencycode Strict F1: 0.1159
- Currencycode Ent Type Precision: 0.2865
- Currencycode Ent Type Recall: 0.0729
- Currencycode Ent Type F1: 0.1163
- Currencycode Partial Precision: 0.2910
- Currencycode Partial Recall: 0.0741
- Currencycode Partial F1: 0.1181
- Currencycode Exact Precision: 0.2892
- Currencycode Exact Recall: 0.0736
- Currencycode Exact F1: 0.1174
- Hotelphonenumber Strict Precision: 0.2215
- Hotelphonenumber Strict Recall: 0.3572
- Hotelphonenumber Strict F1: 0.2734
- Hotelphonenumber Ent Type Precision: 0.3738
- Hotelphonenumber Ent Type Recall: 0.6027
- Hotelphonenumber Ent Type F1: 0.4614
- Hotelphonenumber Partial Precision: 0.3011
- Hotelphonenumber Partial Recall: 0.4855
- Hotelphonenumber Partial F1: 0.3717
- Hotelphonenumber Exact Precision: 0.2239
- Hotelphonenumber Exact Recall: 0.3611
- Hotelphonenumber Exact F1: 0.2764
- Documenttype Strict Precision: 0.0030
- Documenttype Strict Recall: 0.1017
- Documenttype Strict F1: 0.0057
- Documenttype Ent Type Precision: 0.0060
- Documenttype Ent Type Recall: 0.2072
- Documenttype Ent Type F1: 0.0117
- Documenttype Partial Precision: 0.0045
- Documenttype Partial Recall: 0.1544
- Documenttype Partial F1: 0.0087
- Documenttype Exact Precision: 0.0030
- Documenttype Exact Recall: 0.1017
- Documenttype Exact F1: 0.0057
- Hotelvatnumber Strict Precision: 0.2112
- Hotelvatnumber Strict Recall: 0.4550
- Hotelvatnumber Strict F1: 0.2885
- Hotelvatnumber Ent Type Precision: 0.2550
- Hotelvatnumber Ent Type Recall: 0.5492
- Hotelvatnumber Ent Type F1: 0.3483
- Hotelvatnumber Partial Precision: 0.2577
- Hotelvatnumber Partial Recall: 0.5550
- Hotelvatnumber Partial F1: 0.3520
- Hotelvatnumber Exact Precision: 0.2345
- Hotelvatnumber Exact Recall: 0.5051
- Hotelvatnumber Exact F1: 0.3203
- Companycountry Strict Precision: 0.3006
- Companycountry Strict Recall: 0.4954
- Companycountry Strict F1: 0.3742
- Companycountry Ent Type Precision: 0.3027
- Companycountry Ent Type Recall: 0.4989
- Companycountry Ent Type F1: 0.3768
- Companycountry Partial Precision: 0.3516
- Companycountry Partial Recall: 0.5795
- Companycountry Partial F1: 0.4377
- Companycountry Exact Precision: 0.3447
- Companycountry Exact Recall: 0.5680
- Companycountry Exact F1: 0.4290
- Roomno Strict Precision: 0.2478
- Roomno Strict Recall: 0.0572
- Roomno Strict F1: 0.0929
- Roomno Ent Type Precision: 0.2515
- Roomno Ent Type Recall: 0.0580
- Roomno Ent Type F1: 0.0943
- Roomno Partial Precision: 0.6279
- Roomno Partial Recall: 0.1449
- Roomno Partial F1: 0.2355
- Roomno Exact Precision: 0.5679
- Roomno Exact Recall: 0.1311
- Roomno Exact F1: 0.2130
- Hoteladdress Strict Precision: 0.1877
- Hoteladdress Strict Recall: 0.2284
- Hoteladdress Strict F1: 0.2061
- Hoteladdress Ent Type Precision: 0.3877
- Hoteladdress Ent Type Recall: 0.4718
- Hoteladdress Ent Type F1: 0.4256
- Hoteladdress Partial Precision: 0.2925
- Hoteladdress Partial Recall: 0.3560
- Hoteladdress Partial F1: 0.3212
- Hoteladdress Exact Precision: 0.1887
- Hoteladdress Exact Recall: 0.2296
- Hoteladdress Exact F1: 0.2072
- Cardtype Strict Precision: 0.0050
- Cardtype Strict Recall: 0.0936
- Cardtype Strict F1: 0.0095
- Cardtype Ent Type Precision: 0.0097
- Cardtype Ent Type Recall: 0.1801
- Cardtype Ent Type F1: 0.0183
- Cardtype Partial Precision: 0.0073
- Cardtype Partial Recall: 0.1368
- Cardtype Partial F1: 0.0139
- Cardtype Exact Precision: 0.0050
- Cardtype Exact Recall: 0.0936
- Cardtype Exact F1: 0.0095
- Hotelname Strict Precision: 0.1680
- Hotelname Strict Recall: 0.0727
- Hotelname Strict F1: 0.1015
- Hotelname Ent Type Precision: 0.4096
- Hotelname Ent Type Recall: 0.1772
- Hotelname Ent Type F1: 0.2474
- Hotelname Partial Precision: 0.2993
- Hotelname Partial Recall: 0.1295
- Hotelname Partial F1: 0.1808
- Hotelname Exact Precision: 0.1705
- Hotelname Exact Recall: 0.0738
- Hotelname Exact F1: 0.1030
- Hotelemail Strict Precision: 0.3284
- Hotelemail Strict Recall: 0.6170
- Hotelemail Strict F1: 0.4287
- Hotelemail Ent Type Precision: 0.3698
- Hotelemail Ent Type Recall: 0.6947
- Hotelemail Ent Type F1: 0.4827
- Hotelemail Partial Precision: 0.3492
- Hotelemail Partial Recall: 0.6561
- Hotelemail Partial F1: 0.4558
- Hotelemail Exact Precision: 0.3285
- Hotelemail Exact Recall: 0.6172
- Hotelemail Exact F1: 0.4288
- Companycity Strict Precision: 0.3904
- Companycity Strict Recall: 0.5884
- Companycity Strict F1: 0.4694
- Companycity Ent Type Precision: 0.4266
- Companycity Ent Type Recall: 0.6429
- Companycity Ent Type F1: 0.5129
- Companycity Partial Precision: 0.4406
- Companycity Partial Recall: 0.6642
- Companycity Partial F1: 0.5298
- Companycity Exact Precision: 0.4172
- Companycity Exact Recall: 0.6289
- Companycity Exact F1: 0.5017
- Checkin Strict Precision: 0.0237
- Checkin Strict Recall: 0.1409
- Checkin Strict F1: 0.0405
- Checkin Ent Type Precision: 0.0484
- Checkin Ent Type Recall: 0.2883
- Checkin Ent Type F1: 0.0829
- Checkin Partial Precision: 0.0381
- Checkin Partial Recall: 0.2271
- Checkin Partial F1: 0.0653
- Checkin Exact Precision: 0.0244
- Checkin Exact Recall: 0.1456
- Checkin Exact F1: 0.0419
- Hotelbankaccount Strict Precision: 0.0
- Hotelbankaccount Strict Recall: 0.0
- Hotelbankaccount Strict F1: 0
- Hotelbankaccount Ent Type Precision: 0.0
- Hotelbankaccount Ent Type Recall: 0.0
- Hotelbankaccount Ent Type F1: 0
- Hotelbankaccount Partial Precision: 0.0
- Hotelbankaccount Partial Recall: 0.0
- Hotelbankaccount Partial F1: 0
- Hotelbankaccount Exact Precision: 0.0
- Hotelbankaccount Exact Recall: 0.0
- Hotelbankaccount Exact F1: 0
- Hotelzipcode Strict Precision: 0.3528
- Hotelzipcode Strict Recall: 0.4141
- Hotelzipcode Strict F1: 0.3810
- Hotelzipcode Ent Type Precision: 0.3825
- Hotelzipcode Ent Type Recall: 0.4489
- Hotelzipcode Ent Type F1: 0.4130
- Hotelzipcode Partial Precision: 0.4535
- Hotelzipcode Partial Recall: 0.5322
- Hotelzipcode Partial F1: 0.4897
- Hotelzipcode Exact Precision: 0.4289
- Hotelzipcode Exact Recall: 0.5033
- Hotelzipcode Exact F1: 0.4631
- Taxamount Strict Precision: 0.0455
- Taxamount Strict Recall: 0.2352
- Taxamount Strict F1: 0.0762
- Taxamount Ent Type Precision: 0.0538
- Taxamount Ent Type Recall: 0.2783
- Taxamount Ent Type F1: 0.0901
- Taxamount Partial Precision: 0.0502
- Taxamount Partial Recall: 0.2600
- Taxamount Partial F1: 0.0842
- Taxamount Exact Precision: 0.0458
- Taxamount Exact Recall: 0.2368
- Taxamount Exact F1: 0.0767
- Companyzipcode Strict Precision: 0.0016
- Companyzipcode Strict Recall: 0.1389
- Companyzipcode Strict F1: 0.0033
- Companyzipcode Ent Type Precision: 0.0025
- Companyzipcode Ent Type Recall: 0.2083
- Companyzipcode Ent Type F1: 0.0049
- Companyzipcode Partial Precision: 0.0024
- Companyzipcode Partial Recall: 0.2014
- Companyzipcode Partial F1: 0.0047
- Companyzipcode Exact Precision: 0.0020
- Companyzipcode Exact Recall: 0.1667
- Companyzipcode Exact F1: 0.0039
- Hoteltaxcode Strict Precision: 0.0741
- Hoteltaxcode Strict Recall: 0.3534
- Hoteltaxcode Strict F1: 0.1225
- Hoteltaxcode Ent Type Precision: 0.0896
- Hoteltaxcode Ent Type Recall: 0.4271
- Hoteltaxcode Ent Type F1: 0.1481
- Hoteltaxcode Partial Precision: 0.0904
- Hoteltaxcode Partial Recall: 0.4309
- Hoteltaxcode Partial F1: 0.1494
- Hoteltaxcode Exact Precision: 0.0803
- Hoteltaxcode Exact Recall: 0.3829
- Hoteltaxcode Exact F1: 0.1328
- Invoicenumber Strict Precision: 0.4063
- Invoicenumber Strict Recall: 0.3194
- Invoicenumber Strict F1: 0.3576
- Invoicenumber Ent Type Precision: 0.4337
- Invoicenumber Ent Type Recall: 0.3410
- Invoicenumber Ent Type F1: 0.3818
- Invoicenumber Partial Precision: 0.4473
- Invoicenumber Partial Recall: 0.3517
- Invoicenumber Partial F1: 0.3938
- Invoicenumber Exact Precision: 0.4275
- Invoicenumber Exact Recall: 0.3361
- Invoicenumber Exact F1: 0.3763
- Bookingnumber Strict Precision: 0.0652
- Bookingnumber Strict Recall: 0.3014
- Bookingnumber Strict F1: 0.1073
- Bookingnumber Ent Type Precision: 0.0753
- Bookingnumber Ent Type Recall: 0.3478
- Bookingnumber Ent Type F1: 0.1238
- Bookingnumber Partial Precision: 0.0890
- Bookingnumber Partial Recall: 0.4113
- Bookingnumber Partial F1: 0.1464
- Bookingnumber Exact Precision: 0.0823
- Bookingnumber Exact Recall: 0.3800
- Bookingnumber Exact F1: 0.1353
- Checkout Strict Precision: 0.0327
- Checkout Strict Recall: 0.1190
- Checkout Strict F1: 0.0512
- Checkout Ent Type Precision: 0.0550
- Checkout Ent Type Recall: 0.2005
- Checkout Ent Type F1: 0.0863
- Checkout Partial Precision: 0.0523
- Checkout Partial Recall: 0.1908
- Checkout Partial F1: 0.0821
- Checkout Exact Precision: 0.0353
- Checkout Exact Recall: 0.1286
- Checkout Exact F1: 0.0553
- Travellername Strict Precision: 0.2602
- Travellername Strict Recall: 0.0685
- Travellername Strict F1: 0.1084
- Travellername Ent Type Precision: 0.4117
- Travellername Ent Type Recall: 0.1084
- Travellername Ent Type F1: 0.1716
- Travellername Partial Precision: 0.4196
- Travellername Partial Recall: 0.1104
- Travellername Partial F1: 0.1749
- Travellername Exact Precision: 0.3281
- Travellername Exact Recall: 0.0864
- Travellername Exact F1: 0.1367
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 1e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 16
- total_train_batch_size: 128
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.5
- 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | Hotelphonenumber Strict Precision | Hotelphonenumber Strict Recall | Hotelphonenumber Strict F1 | Hotelphonenumber Ent Type Precision | Hotelphonenumber Ent Type Recall | Hotelphonenumber Ent Type F1 | Hotelphonenumber Partial Precision | Hotelphonenumber Partial Recall | Hotelphonenumber Partial F1 | Hotelphonenumber Exact Precision | Hotelphonenumber Exact Recall | Hotelphonenumber Exact F1 | Documenttype Strict Precision | Documenttype Strict Recall | Documenttype Strict F1 | Documenttype Ent Type Precision | Documenttype Ent Type Recall | Documenttype Ent Type F1 | Documenttype Partial Precision | Documenttype Partial Recall | Documenttype Partial F1 | Documenttype Exact Precision | Documenttype Exact Recall | Documenttype Exact F1 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 |
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| No log | 1.0 | 228 | 3.7952 | 0.6734 | 0.0864 | 0.1532 | 0.8035 | 0.1031 | 0.1828 | 0.8518 | 0.1093 | 0.1938 | 0.7519 | 0.0965 | 0.1711 | 0.3836 | 0.1225 | 0.1857 | 0.4138 | 0.1322 | 0.2003 | 0.4224 | 0.1349 | 0.2045 | 0.4022 | 0.1285 | 0.1947 | 0.2515 | 0.4245 | 0.3158 | 0.3103 | 0.5239 | 0.3897 | 0.2817 | 0.4757 | 0.3539 | 0.2521 | 0.4255 | 0.3166 | 0.3174 | 0.0247 | 0.0458 | 0.4226 | 0.0329 | 0.0610 | 0.4121 | 0.0321 | 0.0595 | 0.3357 | 0.0261 | 0.0485 | 0.1910 | 0.3166 | 0.2383 | 0.2625 | 0.4351 | 0.3274 | 0.2271 | 0.3764 | 0.2832 | 0.1913 | 0.3171 | 0.2386 | 0.2229 | 0.1591 | 0.1857 | 0.2512 | 0.1793 | 0.2092 | 0.2408 | 0.1718 | 0.2005 | 0.2254 | 0.1609 | 0.1877 | 0.1455 | 0.0050 | 0.0097 | 0.1517 | 0.0052 | 0.0101 | 0.5175 | 0.0178 | 0.0344 | 0.4098 | 0.0141 | 0.0272 | 0.3490 | 0.5766 | 0.4348 | 0.4562 | 0.7536 | 0.5684 | 0.4112 | 0.6793 | 0.5123 | 0.3538 | 0.5844 | 0.4407 | 0.1446 | 0.2568 | 0.1850 | 0.1522 | 0.2703 | 0.1948 | 0.1705 | 0.3028 | 0.2181 | 0.1626 | 0.2888 | 0.2081 | 0.1016 | 0.2492 | 0.1443 | 0.1048 | 0.2571 | 0.1489 | 0.1093 | 0.2682 | 0.1553 | 0.1068 | 0.2621 | 0.1518 | 0.0227 | 0.3 | 0.0421 | 0.0248 | 0.3287 | 0.0461 | 0.0426 | 0.5640 | 0.0792 | 0.0396 | 0.525 | 0.0737 | 0.0858 | 0.2764 | 0.1309 | 0.0891 | 0.2871 | 0.1360 | 0.1131 | 0.3645 | 0.1727 | 0.1077 | 0.3469 | 0.1643 | 0.0204 | 0.1253 | 0.0351 | 0.0301 | 0.1846 | 0.0517 | 0.0257 | 0.1579 | 0.0442 | 0.0207 | 0.1274 | 0.0357 | 0.3736 | 0.2604 | 0.3069 | 0.4193 | 0.2923 | 0.3444 | 0.4108 | 0.2863 | 0.3375 | 0.3828 | 0.2668 | 0.3144 | 0.3231 | 0.0732 | 0.1193 | 0.3252 | 0.0736 | 0.1201 | 0.3259 | 0.0738 | 0.1203 | 0.3245 | 0.0735 | 0.1198 | 0.3079 | 0.4957 | 0.3799 | 0.4059 | 0.6534 | 0.5008 | 0.3588 | 0.5775 | 0.4426 | 0.3090 | 0.4974 | 0.3812 | 0.3331 | 0.5176 | 0.4054 | 0.3909 | 0.6074 | 0.4756 | 0.3627 | 0.5637 | 0.4414 | 0.3335 | 0.5183 | 0.4059 | 0.2936 | 0.5431 | 0.3812 | 0.3154 | 0.5833 | 0.4094 | 0.3322 | 0.6143 | 0.4312 | 0.3184 | 0.5889 | 0.4133 | 0.3192 | 0.4499 | 0.3734 | 0.3211 | 0.4526 | 0.3757 | 0.3534 | 0.4981 | 0.4134 | 0.3486 | 0.4913 | 0.4079 | 0.3292 | 0.0995 | 0.1529 | 0.3334 | 0.1008 | 0.1548 | 0.5766 | 0.1744 | 0.2678 | 0.4927 | 0.1490 | 0.2288 | 0.2178 | 0.2454 | 0.2308 | 0.4289 | 0.4833 | 0.4545 | 0.3278 | 0.3693 | 0.3473 | 0.2195 | 0.2473 | 0.2326 | 0.1408 | 0.2680 | 0.1846 | 0.1536 | 0.2924 | 0.2014 | 0.1481 | 0.2819 | 0.1942 | 0.1416 | 0.2694 | 0.1856 | 0.1940 | 0.0777 | 0.1110 | 0.4335 | 0.1737 | 0.2480 | 0.3228 | 0.1293 | 0.1847 | 0.1970 | 0.0789 | 0.1127 | 0.3686 | 0.6159 | 0.4612 | 0.3848 | 0.6429 | 0.4814 | 0.3768 | 0.6296 | 0.4714 | 0.3687 | 0.6160 | 0.4613 | 0.4123 | 0.6576 | 0.5068 | 0.4483 | 0.7150 | 0.5511 | 0.4457 | 0.7109 | 0.5479 | 0.4233 | 0.6752 | 0.5204 | 0.1700 | 0.3243 | 0.2231 | 0.2172 | 0.4143 | 0.2850 | 0.1959 | 0.3738 | 0.2571 | 0.1711 | 0.3265 | 0.2245 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0000 | 0.0003 | 0.0001 | 0.0 | 0.0 | 0 | 0.4130 | 0.4859 | 0.4465 | 0.4411 | 0.5190 | 0.4769 | 0.4323 | 0.5086 | 0.4674 | 0.4174 | 0.4911 | 0.4513 | 0.1764 | 0.3386 | 0.2320 | 0.2026 | 0.3888 | 0.2664 | 0.1914 | 0.3673 | 0.2516 | 0.1771 | 0.3399 | 0.2329 | 0.4250 | 0.8042 | 0.5561 | 0.4439 | 0.8400 | 0.5809 | 0.4387 | 0.8302 | 0.5741 | 0.4278 | 0.8096 | 0.5598 | 0.1197 | 0.4966 | 0.1929 | 0.1313 | 0.5448 | 0.2117 | 0.1315 | 0.5454 | 0.2119 | 0.1245 | 0.5165 | 0.2007 | 0.3955 | 0.4229 | 0.4087 | 0.4233 | 0.4527 | 0.4375 | 0.4727 | 0.5055 | 0.4885 | 0.4354 | 0.4656 | 0.4500 | 0.1205 | 0.2595 | 0.1646 | 0.1340 | 0.2885 | 0.1830 | 0.1621 | 0.3490 | 0.2213 | 0.1519 | 0.3271 | 0.2075 | 0.1334 | 0.3463 | 0.1926 | 0.1787 | 0.4640 | 0.2581 | 0.1568 | 0.4072 | 0.2265 | 0.1342 | 0.3483 | 0.1937 | 0.3061 | 0.0802 | 0.1271 | 0.4744 | 0.1243 | 0.1970 | 0.4037 | 0.1058 | 0.1676 | 0.3107 | 0.0814 | 0.1290 |
| No log | 2.0 | 456 | 4.7248 | 0.5826 | 0.0730 | 0.1297 | 0.7129 | 0.0893 | 0.1587 | 0.8331 | 0.1043 | 0.1854 | 0.7243 | 0.0907 | 0.1612 | 0.2948 | 0.1225 | 0.1731 | 0.3276 | 0.1361 | 0.1923 | 0.3243 | 0.1347 | 0.1904 | 0.3061 | 0.1272 | 0.1797 | 0.2177 | 0.4253 | 0.2880 | 0.2720 | 0.5314 | 0.3598 | 0.2459 | 0.4806 | 0.3254 | 0.2182 | 0.4263 | 0.2886 | 0.2744 | 0.0664 | 0.1069 | 0.3670 | 0.0888 | 0.1430 | 0.4013 | 0.0971 | 0.1564 | 0.3390 | 0.0820 | 0.1321 | 0.1174 | 0.0485 | 0.0686 | 0.1437 | 0.0593 | 0.0840 | 0.1343 | 0.0555 | 0.0785 | 0.1203 | 0.0497 | 0.0704 | 0.0731 | 0.1367 | 0.0953 | 0.1330 | 0.2487 | 0.1733 | 0.1034 | 0.1935 | 0.1348 | 0.0732 | 0.1370 | 0.0955 | 0.0955 | 0.0057 | 0.0107 | 0.0997 | 0.0059 | 0.0112 | 0.6012 | 0.0359 | 0.0677 | 0.4992 | 0.0298 | 0.0562 | 0.3139 | 0.6000 | 0.4122 | 0.4121 | 0.7876 | 0.5411 | 0.3696 | 0.7064 | 0.4853 | 0.3173 | 0.6064 | 0.4166 | 0.1067 | 0.0123 | 0.0220 | 0.1177 | 0.0135 | 0.0243 | 0.1358 | 0.0156 | 0.0280 | 0.1233 | 0.0142 | 0.0254 | 0.0875 | 0.4055 | 0.1439 | 0.0903 | 0.4189 | 0.1486 | 0.0935 | 0.4335 | 0.1538 | 0.0917 | 0.4250 | 0.1508 | 0.0206 | 0.2571 | 0.0382 | 0.0227 | 0.2830 | 0.0421 | 0.0397 | 0.4948 | 0.0735 | 0.0366 | 0.4553 | 0.0677 | 0.0735 | 0.2954 | 0.1177 | 0.0766 | 0.3079 | 0.1227 | 0.0970 | 0.3899 | 0.1554 | 0.0922 | 0.3706 | 0.1477 | 0.0026 | 0.0546 | 0.0050 | 0.0061 | 0.125 | 0.0115 | 0.0044 | 0.0908 | 0.0084 | 0.0026 | 0.0546 | 0.0050 | 0.3352 | 0.2369 | 0.2776 | 0.3746 | 0.2647 | 0.3102 | 0.3694 | 0.2610 | 0.3059 | 0.3449 | 0.2437 | 0.2856 | 0.2850 | 0.0737 | 0.1172 | 0.2857 | 0.0739 | 0.1175 | 0.2876 | 0.0744 | 0.1182 | 0.2868 | 0.0742 | 0.1179 | 0.2529 | 0.4317 | 0.3190 | 0.3616 | 0.6173 | 0.4561 | 0.3110 | 0.5308 | 0.3922 | 0.2559 | 0.4369 | 0.3227 | 0.1225 | 0.3813 | 0.1854 | 0.1483 | 0.4616 | 0.2245 | 0.1354 | 0.4215 | 0.2050 | 0.1225 | 0.3813 | 0.1854 | 0.2499 | 0.5056 | 0.3345 | 0.2709 | 0.5482 | 0.3626 | 0.2914 | 0.5895 | 0.3900 | 0.2780 | 0.5626 | 0.3722 | 0.2809 | 0.5030 | 0.3605 | 0.2821 | 0.5051 | 0.3620 | 0.3149 | 0.5638 | 0.4041 | 0.3093 | 0.5539 | 0.3969 | 0.2774 | 0.0811 | 0.1255 | 0.2801 | 0.0819 | 0.1268 | 0.5660 | 0.1655 | 0.2562 | 0.4758 | 0.1391 | 0.2153 | 0.1921 | 0.2452 | 0.2154 | 0.3836 | 0.4897 | 0.4302 | 0.2929 | 0.3739 | 0.3285 | 0.1939 | 0.2475 | 0.2174 | 0.1037 | 0.3389 | 0.1588 | 0.1150 | 0.3761 | 0.1762 | 0.1096 | 0.3584 | 0.1679 | 0.1039 | 0.3397 | 0.1592 | 0.1646 | 0.0737 | 0.1018 | 0.3884 | 0.1739 | 0.2403 | 0.2848 | 0.1276 | 0.1762 | 0.1672 | 0.0749 | 0.1034 | 0.3172 | 0.5822 | 0.4106 | 0.3425 | 0.6286 | 0.4434 | 0.3299 | 0.6056 | 0.4272 | 0.3173 | 0.5824 | 0.4108 | 0.3698 | 0.6142 | 0.4616 | 0.4023 | 0.6683 | 0.5022 | 0.4058 | 0.6740 | 0.5066 | 0.3844 | 0.6386 | 0.4799 | 0.0393 | 0.1411 | 0.0615 | 0.0725 | 0.2603 | 0.1134 | 0.0562 | 0.2018 | 0.0879 | 0.0395 | 0.1417 | 0.0618 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.3656 | 0.4599 | 0.4073 | 0.3901 | 0.4907 | 0.4346 | 0.3965 | 0.4988 | 0.4418 | 0.3792 | 0.4769 | 0.4225 | 0.0512 | 0.1864 | 0.0804 | 0.0597 | 0.2173 | 0.0937 | 0.0562 | 0.2043 | 0.0881 | 0.0517 | 0.1882 | 0.0811 | 0.1717 | 0.3979 | 0.2399 | 0.1995 | 0.4622 | 0.2787 | 0.1875 | 0.4344 | 0.2619 | 0.1732 | 0.4014 | 0.2420 | 0.1038 | 0.4539 | 0.1689 | 0.1129 | 0.4939 | 0.1838 | 0.1200 | 0.5248 | 0.1953 | 0.1118 | 0.4889 | 0.1819 | 0.3841 | 0.4978 | 0.4336 | 0.4113 | 0.5330 | 0.4643 | 0.4131 | 0.5353 | 0.4663 | 0.3973 | 0.5149 | 0.4485 | 0.0999 | 0.2634 | 0.1448 | 0.1117 | 0.2946 | 0.1619 | 0.1373 | 0.3623 | 0.1992 | 0.1287 | 0.3395 | 0.1867 | 0.0823 | 0.2214 | 0.1200 | 0.1271 | 0.3420 | 0.1854 | 0.1053 | 0.2833 | 0.1535 | 0.0829 | 0.2229 | 0.1208 | 0.2602 | 0.0239 | 0.0438 | 0.4090 | 0.0376 | 0.0689 | 0.3847 | 0.0354 | 0.0648 | 0.2918 | 0.0268 | 0.0491 |
| 1.5774 | 3.0 | 684 | 5.3255 | 0.5209 | 0.0659 | 0.1170 | 0.6467 | 0.0818 | 0.1453 | 0.8358 | 0.1058 | 0.1878 | 0.7274 | 0.0920 | 0.1634 | 0.1905 | 0.1059 | 0.1361 | 0.2176 | 0.1210 | 0.1555 | 0.2131 | 0.1185 | 0.1523 | 0.1979 | 0.1100 | 0.1414 | 0.2116 | 0.4333 | 0.2843 | 0.2784 | 0.5701 | 0.3741 | 0.2458 | 0.5034 | 0.3303 | 0.2119 | 0.4338 | 0.2847 | 0.2629 | 0.0649 | 0.1042 | 0.3601 | 0.0890 | 0.1427 | 0.4276 | 0.1057 | 0.1694 | 0.3589 | 0.0887 | 0.1422 | 0.0736 | 0.0232 | 0.0353 | 0.0841 | 0.0265 | 0.0403 | 0.0923 | 0.0291 | 0.0442 | 0.0845 | 0.0266 | 0.0405 | 0.0132 | 0.0517 | 0.0211 | 0.0311 | 0.1217 | 0.0496 | 0.0222 | 0.0867 | 0.0353 | 0.0132 | 0.0517 | 0.0211 | 0.0937 | 0.0074 | 0.0136 | 0.0979 | 0.0077 | 0.0143 | 0.6345 | 0.0498 | 0.0923 | 0.5517 | 0.0433 | 0.0803 | 0.3214 | 0.6022 | 0.4191 | 0.4217 | 0.7901 | 0.5499 | 0.3794 | 0.7108 | 0.4947 | 0.3258 | 0.6104 | 0.4248 | 0.0961 | 0.0054 | 0.0103 | 0.1073 | 0.0061 | 0.0115 | 0.2858 | 0.0162 | 0.0307 | 0.2342 | 0.0133 | 0.0251 | 0.0826 | 0.4180 | 0.1379 | 0.0867 | 0.4386 | 0.1447 | 0.0895 | 0.4529 | 0.1494 | 0.0871 | 0.4407 | 0.1454 | 0.0183 | 0.2017 | 0.0336 | 0.0199 | 0.2193 | 0.0365 | 0.0379 | 0.4175 | 0.0695 | 0.0351 | 0.3869 | 0.0644 | 0.0778 | 0.2182 | 0.1147 | 0.0824 | 0.2312 | 0.1215 | 0.1319 | 0.3702 | 0.1945 | 0.1209 | 0.3391 | 0.1782 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.3430 | 0.2426 | 0.2842 | 0.3820 | 0.2702 | 0.3165 | 0.3752 | 0.2654 | 0.3109 | 0.3511 | 0.2483 | 0.2909 | 0.2847 | 0.0756 | 0.1195 | 0.2853 | 0.0758 | 0.1198 | 0.2880 | 0.0765 | 0.1209 | 0.2867 | 0.0762 | 0.1204 | 0.2321 | 0.3907 | 0.2912 | 0.3704 | 0.6235 | 0.4647 | 0.3057 | 0.5145 | 0.3835 | 0.2357 | 0.3966 | 0.2957 | 0.0245 | 0.2220 | 0.0442 | 0.0340 | 0.3079 | 0.0613 | 0.0293 | 0.2652 | 0.0528 | 0.0245 | 0.2220 | 0.0442 | 0.2197 | 0.4887 | 0.3031 | 0.2490 | 0.5540 | 0.3436 | 0.2507 | 0.5577 | 0.3459 | 0.2347 | 0.5222 | 0.3239 | 0.2846 | 0.4758 | 0.3562 | 0.2865 | 0.4789 | 0.3585 | 0.3321 | 0.5551 | 0.4156 | 0.3247 | 0.5428 | 0.4064 | 0.2448 | 0.0656 | 0.1034 | 0.2476 | 0.0663 | 0.1046 | 0.6330 | 0.1696 | 0.2675 | 0.5569 | 0.1492 | 0.2353 | 0.1915 | 0.2430 | 0.2142 | 0.3878 | 0.4922 | 0.4338 | 0.2950 | 0.3743 | 0.3299 | 0.1930 | 0.2449 | 0.2159 | 0.0477 | 0.2601 | 0.0806 | 0.0617 | 0.3366 | 0.1043 | 0.0548 | 0.2988 | 0.0926 | 0.0478 | 0.2606 | 0.0808 | 0.1620 | 0.0826 | 0.1094 | 0.3939 | 0.2008 | 0.2660 | 0.2864 | 0.1460 | 0.1934 | 0.1643 | 0.0838 | 0.1110 | 0.3240 | 0.6327 | 0.4286 | 0.3508 | 0.6849 | 0.4640 | 0.3375 | 0.6590 | 0.4464 | 0.3241 | 0.6329 | 0.4287 | 0.3789 | 0.6092 | 0.4672 | 0.4122 | 0.6627 | 0.5083 | 0.4157 | 0.6683 | 0.5126 | 0.3951 | 0.6351 | 0.4871 | 0.0199 | 0.1286 | 0.0344 | 0.0401 | 0.2593 | 0.0694 | 0.0301 | 0.1947 | 0.0521 | 0.0199 | 0.1289 | 0.0345 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.3563 | 0.4276 | 0.3887 | 0.3825 | 0.4590 | 0.4173 | 0.4244 | 0.5093 | 0.4630 | 0.4028 | 0.4834 | 0.4394 | 0.0416 | 0.3043 | 0.0732 | 0.0481 | 0.3521 | 0.0846 | 0.0451 | 0.3301 | 0.0794 | 0.0418 | 0.3057 | 0.0735 | 0.0430 | 0.2870 | 0.0748 | 0.0538 | 0.3590 | 0.0936 | 0.0500 | 0.3337 | 0.0870 | 0.0446 | 0.2971 | 0.0775 | 0.0772 | 0.3763 | 0.1281 | 0.0951 | 0.4635 | 0.1578 | 0.0975 | 0.4753 | 0.1618 | 0.0845 | 0.4119 | 0.1402 | 0.3928 | 0.3567 | 0.3739 | 0.4188 | 0.3802 | 0.3986 | 0.4244 | 0.3853 | 0.4039 | 0.4076 | 0.3701 | 0.3879 | 0.0652 | 0.2687 | 0.1050 | 0.0748 | 0.3081 | 0.1204 | 0.0889 | 0.3661 | 0.1431 | 0.0824 | 0.3395 | 0.1326 | 0.0497 | 0.1761 | 0.0775 | 0.0931 | 0.3298 | 0.1452 | 0.0718 | 0.2544 | 0.1120 | 0.0500 | 0.1772 | 0.0780 | 0.2376 | 0.0271 | 0.0487 | 0.3719 | 0.0425 | 0.0762 | 0.4419 | 0.0504 | 0.0906 | 0.3447 | 0.0393 | 0.0706 |
| 1.5774 | 4.0 | 912 | 5.5346 | 0.5402 | 0.0701 | 0.1241 | 0.6744 | 0.0875 | 0.1549 | 0.8438 | 0.1095 | 0.1938 | 0.7401 | 0.0960 | 0.1700 | 0.2972 | 0.1368 | 0.1874 | 0.3309 | 0.1524 | 0.2087 | 0.3210 | 0.1478 | 0.2024 | 0.3028 | 0.1394 | 0.1909 | 0.2282 | 0.4673 | 0.3066 | 0.2919 | 0.5978 | 0.3923 | 0.2616 | 0.5357 | 0.3515 | 0.2292 | 0.4693 | 0.3080 | 0.2816 | 0.0796 | 0.1241 | 0.3910 | 0.1105 | 0.1723 | 0.4119 | 0.1164 | 0.1815 | 0.3422 | 0.0967 | 0.1508 | 0.1140 | 0.0196 | 0.0334 | 0.1358 | 0.0233 | 0.0398 | 0.1795 | 0.0309 | 0.0527 | 0.1580 | 0.0272 | 0.0464 | 0.0383 | 0.1130 | 0.0572 | 0.0709 | 0.2091 | 0.1059 | 0.0559 | 0.1647 | 0.0834 | 0.0393 | 0.1159 | 0.0587 | 0.0874 | 0.0059 | 0.0110 | 0.0910 | 0.0061 | 0.0115 | 0.6896 | 0.0464 | 0.0870 | 0.6260 | 0.0421 | 0.0789 | 0.3344 | 0.6425 | 0.4398 | 0.4377 | 0.8410 | 0.5757 | 0.3913 | 0.7519 | 0.5147 | 0.3369 | 0.6473 | 0.4431 | 0.1009 | 0.0057 | 0.0107 | 0.1133 | 0.0064 | 0.0121 | 0.2519 | 0.0141 | 0.0268 | 0.2217 | 0.0125 | 0.0236 | 0.0941 | 0.4510 | 0.1557 | 0.0989 | 0.4737 | 0.1636 | 0.1020 | 0.4886 | 0.1687 | 0.0993 | 0.4760 | 0.1644 | 0.0196 | 0.1930 | 0.0356 | 0.0213 | 0.2102 | 0.0387 | 0.0392 | 0.3861 | 0.0711 | 0.0371 | 0.3658 | 0.0674 | 0.0808 | 0.1993 | 0.1150 | 0.0861 | 0.2123 | 0.1225 | 0.1338 | 0.3298 | 0.1904 | 0.1204 | 0.2967 | 0.1713 | 0.0002 | 0.0207 | 0.0003 | 0.0010 | 0.1241 | 0.0019 | 0.0006 | 0.0724 | 0.0011 | 0.0002 | 0.0207 | 0.0003 | 0.3513 | 0.2157 | 0.2673 | 0.3956 | 0.2429 | 0.3010 | 0.3882 | 0.2384 | 0.2954 | 0.3607 | 0.2215 | 0.2745 | 0.3026 | 0.0734 | 0.1182 | 0.3041 | 0.0738 | 0.1188 | 0.3077 | 0.0747 | 0.1202 | 0.3058 | 0.0742 | 0.1194 | 0.2234 | 0.3469 | 0.2718 | 0.3823 | 0.5936 | 0.4651 | 0.3106 | 0.4822 | 0.3778 | 0.2293 | 0.3560 | 0.2789 | 0.0311 | 0.3047 | 0.0565 | 0.0386 | 0.3781 | 0.0701 | 0.0349 | 0.3414 | 0.0633 | 0.0311 | 0.3047 | 0.0565 | 0.2338 | 0.4746 | 0.3133 | 0.2647 | 0.5372 | 0.3546 | 0.2771 | 0.5624 | 0.3713 | 0.2605 | 0.5287 | 0.3490 | 0.3007 | 0.5862 | 0.3975 | 0.3024 | 0.5897 | 0.3998 | 0.3363 | 0.6556 | 0.4445 | 0.3319 | 0.6471 | 0.4388 | 0.2949 | 0.0932 | 0.1416 | 0.2993 | 0.0946 | 0.1437 | 0.5887 | 0.1860 | 0.2826 | 0.5132 | 0.1621 | 0.2464 | 0.1973 | 0.2382 | 0.2158 | 0.4036 | 0.4874 | 0.4415 | 0.3059 | 0.3694 | 0.3346 | 0.1986 | 0.2399 | 0.2173 | 0.0703 | 0.3937 | 0.1193 | 0.0816 | 0.4570 | 0.1385 | 0.0760 | 0.4256 | 0.1290 | 0.0704 | 0.3940 | 0.1194 | 0.1631 | 0.0780 | 0.1055 | 0.4070 | 0.1945 | 0.2632 | 0.2934 | 0.1402 | 0.1897 | 0.1647 | 0.0787 | 0.1065 | 0.3194 | 0.5832 | 0.4128 | 0.3649 | 0.6661 | 0.4715 | 0.3423 | 0.6248 | 0.4423 | 0.3196 | 0.5834 | 0.4129 | 0.3911 | 0.6622 | 0.4918 | 0.4264 | 0.7219 | 0.5361 | 0.4282 | 0.7250 | 0.5384 | 0.4064 | 0.6881 | 0.5110 | 0.0360 | 0.1425 | 0.0575 | 0.0777 | 0.3069 | 0.1240 | 0.0577 | 0.2281 | 0.0921 | 0.0365 | 0.1444 | 0.0583 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.3372 | 0.3726 | 0.3540 | 0.3624 | 0.4005 | 0.3805 | 0.4811 | 0.5316 | 0.5051 | 0.4537 | 0.5013 | 0.4763 | 0.0584 | 0.2470 | 0.0945 | 0.0670 | 0.2835 | 0.1084 | 0.0635 | 0.2684 | 0.1026 | 0.0589 | 0.2492 | 0.0953 | 0.0128 | 0.2961 | 0.0246 | 0.0174 | 0.4017 | 0.0333 | 0.0154 | 0.3550 | 0.0294 | 0.0131 | 0.3022 | 0.0251 | 0.1063 | 0.3620 | 0.1643 | 0.1216 | 0.4141 | 0.1880 | 0.1342 | 0.4569 | 0.2074 | 0.1202 | 0.4093 | 0.1858 | 0.4048 | 0.3850 | 0.3946 | 0.4328 | 0.4117 | 0.4220 | 0.4404 | 0.4189 | 0.4294 | 0.4213 | 0.4007 | 0.4107 | 0.0809 | 0.2826 | 0.1258 | 0.0896 | 0.3130 | 0.1393 | 0.1083 | 0.3782 | 0.1684 | 0.1021 | 0.3567 | 0.1588 | 0.1072 | 0.2514 | 0.1503 | 0.1713 | 0.4017 | 0.2402 | 0.1410 | 0.3307 | 0.1977 | 0.1085 | 0.2544 | 0.1521 | 0.2739 | 0.0698 | 0.1112 | 0.4282 | 0.1091 | 0.1739 | 0.4101 | 0.1045 | 0.1665 | 0.3171 | 0.0808 | 0.1287 |
| 0.5438 | 5.0 | 1140 | 6.1025 | 0.5090 | 0.0672 | 0.1187 | 0.6355 | 0.0839 | 0.1482 | 0.8500 | 0.1122 | 0.1982 | 0.7499 | 0.0990 | 0.1749 | 0.2376 | 0.1321 | 0.1698 | 0.2733 | 0.1519 | 0.1952 | 0.2634 | 0.1464 | 0.1882 | 0.2442 | 0.1357 | 0.1745 | 0.2307 | 0.5034 | 0.3164 | 0.2992 | 0.6531 | 0.4104 | 0.2666 | 0.5819 | 0.3657 | 0.2316 | 0.5055 | 0.3177 | 0.2798 | 0.0661 | 0.1069 | 0.3848 | 0.0909 | 0.1470 | 0.4449 | 0.1051 | 0.1700 | 0.3721 | 0.0879 | 0.1422 | 0.0339 | 0.1459 | 0.0551 | 0.0631 | 0.2712 | 0.1023 | 0.0496 | 0.2133 | 0.0805 | 0.0347 | 0.1493 | 0.0563 | 0.0834 | 0.0683 | 0.0751 | 0.0927 | 0.0759 | 0.0835 | 0.0956 | 0.0782 | 0.0860 | 0.0892 | 0.0730 | 0.0803 | 0.0809 | 0.0056 | 0.0104 | 0.0842 | 0.0058 | 0.0108 | 0.7198 | 0.0494 | 0.0925 | 0.6560 | 0.0450 | 0.0843 | 0.3433 | 0.6427 | 0.4475 | 0.4499 | 0.8424 | 0.5865 | 0.4021 | 0.7529 | 0.5243 | 0.3457 | 0.6472 | 0.4507 | 0.0857 | 0.0057 | 0.0107 | 0.0993 | 0.0066 | 0.0124 | 0.2717 | 0.0180 | 0.0338 | 0.2410 | 0.0160 | 0.0300 | 0.0994 | 0.4450 | 0.1625 | 0.1044 | 0.4677 | 0.1707 | 0.1087 | 0.4868 | 0.1777 | 0.1058 | 0.4740 | 0.1730 | 0.0216 | 0.2007 | 0.0391 | 0.0235 | 0.2181 | 0.0425 | 0.0450 | 0.4171 | 0.0812 | 0.0422 | 0.3914 | 0.0762 | 0.0757 | 0.2632 | 0.1176 | 0.0819 | 0.2846 | 0.1272 | 0.1167 | 0.4055 | 0.1812 | 0.1063 | 0.3695 | 0.1651 | 0.0 | 0.0 | 0 | 0.0001 | 0.0278 | 0.0001 | 0.0000 | 0.0139 | 0.0001 | 0.0 | 0.0 | 0 | 0.3598 | 0.2401 | 0.2880 | 0.4044 | 0.2698 | 0.3237 | 0.3943 | 0.2631 | 0.3157 | 0.3677 | 0.2454 | 0.2943 | 0.3039 | 0.0738 | 0.1187 | 0.3051 | 0.0740 | 0.1192 | 0.3100 | 0.0752 | 0.1211 | 0.3080 | 0.0747 | 0.1203 | 0.2421 | 0.4178 | 0.3066 | 0.3897 | 0.6725 | 0.4935 | 0.3197 | 0.5517 | 0.4048 | 0.2447 | 0.4223 | 0.3099 | 0.0048 | 0.1667 | 0.0093 | 0.0094 | 0.3275 | 0.0184 | 0.0071 | 0.2471 | 0.0138 | 0.0048 | 0.1667 | 0.0093 | 0.2273 | 0.4350 | 0.2986 | 0.2731 | 0.5227 | 0.3587 | 0.2870 | 0.5494 | 0.3771 | 0.2621 | 0.5017 | 0.3444 | 0.3082 | 0.5526 | 0.3957 | 0.3104 | 0.5566 | 0.3985 | 0.3527 | 0.6326 | 0.4529 | 0.3459 | 0.6203 | 0.4441 | 0.2602 | 0.0654 | 0.1046 | 0.2641 | 0.0664 | 0.1061 | 0.6394 | 0.1607 | 0.2569 | 0.5725 | 0.1439 | 0.2300 | 0.1960 | 0.2316 | 0.2123 | 0.4054 | 0.4792 | 0.4393 | 0.3065 | 0.3623 | 0.3321 | 0.1975 | 0.2334 | 0.2140 | 0.0230 | 0.2133 | 0.0415 | 0.0352 | 0.3271 | 0.0636 | 0.0291 | 0.2702 | 0.0525 | 0.0230 | 0.2133 | 0.0415 | 0.1707 | 0.0841 | 0.1127 | 0.4164 | 0.2050 | 0.2747 | 0.3036 | 0.1495 | 0.2003 | 0.1727 | 0.0850 | 0.1139 | 0.3352 | 0.6153 | 0.4340 | 0.3761 | 0.6902 | 0.4868 | 0.3558 | 0.6530 | 0.4606 | 0.3353 | 0.6155 | 0.4341 | 0.4001 | 0.6715 | 0.5015 | 0.4367 | 0.7328 | 0.5472 | 0.4413 | 0.7406 | 0.5530 | 0.4182 | 0.7018 | 0.5241 | 0.0232 | 0.1197 | 0.0388 | 0.0530 | 0.2737 | 0.0889 | 0.0393 | 0.2030 | 0.0659 | 0.0237 | 0.1224 | 0.0397 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.3524 | 0.3985 | 0.3740 | 0.3799 | 0.4296 | 0.4032 | 0.4844 | 0.5478 | 0.5142 | 0.4608 | 0.5211 | 0.4891 | 0.0489 | 0.2933 | 0.0838 | 0.0566 | 0.3392 | 0.0970 | 0.0533 | 0.3197 | 0.0914 | 0.0492 | 0.2952 | 0.0844 | 0.0033 | 0.2021 | 0.0065 | 0.0049 | 0.2979 | 0.0096 | 0.0044 | 0.2688 | 0.0087 | 0.0036 | 0.2192 | 0.0071 | 0.0821 | 0.3821 | 0.1351 | 0.0992 | 0.4619 | 0.1633 | 0.0984 | 0.4584 | 0.1621 | 0.0878 | 0.4088 | 0.1445 | 0.4166 | 0.3954 | 0.4057 | 0.4436 | 0.4211 | 0.4321 | 0.4534 | 0.4304 | 0.4416 | 0.4350 | 0.4128 | 0.4236 | 0.0778 | 0.2922 | 0.1228 | 0.0873 | 0.3279 | 0.1378 | 0.1060 | 0.3985 | 0.1675 | 0.0991 | 0.3725 | 0.1566 | 0.0430 | 0.1566 | 0.0675 | 0.0777 | 0.2826 | 0.1219 | 0.0628 | 0.2286 | 0.0986 | 0.0438 | 0.1592 | 0.0687 | 0.2688 | 0.0518 | 0.0869 | 0.4186 | 0.0807 | 0.1353 | 0.4363 | 0.0841 | 0.1411 | 0.3411 | 0.0658 | 0.1103 |
| 0.5438 | 6.0 | 1368 | 6.3971 | 0.4908 | 0.0643 | 0.1137 | 0.6145 | 0.0805 | 0.1424 | 0.8467 | 0.1110 | 0.1962 | 0.7452 | 0.0976 | 0.1727 | 0.1842 | 0.1228 | 0.1473 | 0.2095 | 0.1396 | 0.1676 | 0.2025 | 0.1349 | 0.1619 | 0.1885 | 0.1256 | 0.1508 | 0.2153 | 0.4799 | 0.2972 | 0.2836 | 0.6321 | 0.3915 | 0.2506 | 0.5587 | 0.3460 | 0.2157 | 0.4808 | 0.2977 | 0.2682 | 0.0641 | 0.1034 | 0.3735 | 0.0892 | 0.1440 | 0.4382 | 0.1047 | 0.1690 | 0.3616 | 0.0864 | 0.1394 | 0.0770 | 0.0136 | 0.0231 | 0.0873 | 0.0154 | 0.0262 | 0.1540 | 0.0272 | 0.0463 | 0.1319 | 0.0233 | 0.0396 | 0.0137 | 0.0987 | 0.0240 | 0.0273 | 0.1974 | 0.0480 | 0.0210 | 0.1519 | 0.0369 | 0.0138 | 0.0995 | 0.0242 | 0.0807 | 0.0063 | 0.0117 | 0.0840 | 0.0065 | 0.0121 | 0.7095 | 0.0552 | 0.1025 | 0.6450 | 0.0502 | 0.0932 | 0.3350 | 0.6138 | 0.4334 | 0.4385 | 0.8035 | 0.5674 | 0.3976 | 0.7286 | 0.5145 | 0.3418 | 0.6262 | 0.4422 | 0.0874 | 0.0054 | 0.0101 | 0.0966 | 0.0060 | 0.0112 | 0.3462 | 0.0213 | 0.0402 | 0.2934 | 0.0181 | 0.0341 | 0.0923 | 0.4021 | 0.1502 | 0.0970 | 0.4224 | 0.1578 | 0.1021 | 0.4447 | 0.1661 | 0.0991 | 0.4317 | 0.1613 | 0.0162 | 0.1868 | 0.0297 | 0.0183 | 0.2116 | 0.0337 | 0.0342 | 0.3960 | 0.0630 | 0.0312 | 0.3609 | 0.0575 | 0.0750 | 0.1990 | 0.1089 | 0.0798 | 0.2117 | 0.1159 | 0.1261 | 0.3346 | 0.1832 | 0.1157 | 0.3072 | 0.1681 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.3465 | 0.2408 | 0.2841 | 0.3892 | 0.2705 | 0.3191 | 0.3797 | 0.2639 | 0.3114 | 0.3543 | 0.2462 | 0.2905 | 0.2873 | 0.0764 | 0.1207 | 0.2889 | 0.0768 | 0.1214 | 0.2922 | 0.0777 | 0.1228 | 0.2905 | 0.0773 | 0.1221 | 0.2177 | 0.3548 | 0.2698 | 0.3734 | 0.6085 | 0.4628 | 0.2984 | 0.4864 | 0.3699 | 0.2196 | 0.3579 | 0.2722 | 0.0023 | 0.1097 | 0.0044 | 0.0048 | 0.2324 | 0.0094 | 0.0035 | 0.1710 | 0.0069 | 0.0023 | 0.1097 | 0.0044 | 0.2082 | 0.4616 | 0.2869 | 0.2530 | 0.5611 | 0.3488 | 0.2532 | 0.5614 | 0.3490 | 0.2298 | 0.5096 | 0.3168 | 0.2991 | 0.4936 | 0.3725 | 0.3010 | 0.4968 | 0.3749 | 0.3491 | 0.5762 | 0.4348 | 0.3424 | 0.5651 | 0.4265 | 0.2326 | 0.0506 | 0.0831 | 0.2359 | 0.0513 | 0.0842 | 0.6650 | 0.1445 | 0.2375 | 0.6050 | 0.1315 | 0.2160 | 0.1885 | 0.2314 | 0.2077 | 0.3889 | 0.4775 | 0.4287 | 0.2934 | 0.3603 | 0.3234 | 0.1894 | 0.2325 | 0.2088 | 0.0054 | 0.1068 | 0.0102 | 0.0096 | 0.1902 | 0.0182 | 0.0075 | 0.1485 | 0.0142 | 0.0054 | 0.1068 | 0.0102 | 0.1660 | 0.0733 | 0.1017 | 0.4063 | 0.1795 | 0.2490 | 0.2965 | 0.1310 | 0.1817 | 0.1684 | 0.0744 | 0.1032 | 0.3189 | 0.5974 | 0.4159 | 0.3672 | 0.6879 | 0.4788 | 0.3432 | 0.6429 | 0.4475 | 0.3191 | 0.5976 | 0.4160 | 0.3898 | 0.6173 | 0.4779 | 0.4241 | 0.6716 | 0.5199 | 0.4390 | 0.6953 | 0.5382 | 0.4169 | 0.6602 | 0.5111 | 0.0114 | 0.0974 | 0.0204 | 0.0296 | 0.2535 | 0.0530 | 0.0213 | 0.1829 | 0.0382 | 0.0117 | 0.1001 | 0.0209 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.3640 | 0.4269 | 0.3929 | 0.3950 | 0.4634 | 0.4265 | 0.4333 | 0.5082 | 0.4678 | 0.4080 | 0.4786 | 0.4405 | 0.0447 | 0.2821 | 0.0771 | 0.0525 | 0.3314 | 0.0906 | 0.0491 | 0.3101 | 0.0848 | 0.0449 | 0.2837 | 0.0776 | 0.0025 | 0.184 | 0.0049 | 0.0034 | 0.248 | 0.0066 | 0.0030 | 0.224 | 0.0060 | 0.0026 | 0.192 | 0.0051 | 0.0712 | 0.3226 | 0.1167 | 0.0929 | 0.4207 | 0.1522 | 0.0936 | 0.4238 | 0.1533 | 0.0800 | 0.3623 | 0.1311 | 0.4093 | 0.5055 | 0.4523 | 0.4364 | 0.5390 | 0.4823 | 0.4416 | 0.5455 | 0.4881 | 0.4245 | 0.5244 | 0.4692 | 0.0638 | 0.3302 | 0.1069 | 0.0724 | 0.3749 | 0.1214 | 0.0847 | 0.4384 | 0.1419 | 0.0787 | 0.4074 | 0.1319 | 0.0220 | 0.1111 | 0.0367 | 0.0405 | 0.2044 | 0.0676 | 0.0350 | 0.1767 | 0.0584 | 0.0230 | 0.1163 | 0.0385 | 0.2742 | 0.1005 | 0.1471 | 0.4298 | 0.1576 | 0.2306 | 0.3958 | 0.1451 | 0.2124 | 0.3075 | 0.1127 | 0.1650 |
| 0.3961 | 7.0 | 1596 | 6.5839 | 0.4879 | 0.0638 | 0.1129 | 0.6114 | 0.0799 | 0.1414 | 0.8487 | 0.1110 | 0.1963 | 0.7480 | 0.0978 | 0.1730 | 0.2099 | 0.1142 | 0.1479 | 0.2393 | 0.1302 | 0.1686 | 0.2301 | 0.1252 | 0.1621 | 0.2139 | 0.1164 | 0.1508 | 0.2170 | 0.4703 | 0.2970 | 0.2868 | 0.6216 | 0.3925 | 0.2532 | 0.5488 | 0.3465 | 0.2175 | 0.4714 | 0.2977 | 0.2789 | 0.0763 | 0.1198 | 0.3876 | 0.1060 | 0.1665 | 0.4315 | 0.1180 | 0.1853 | 0.3572 | 0.0977 | 0.1534 | 0.0765 | 0.0127 | 0.0218 | 0.0856 | 0.0142 | 0.0244 | 0.1594 | 0.0265 | 0.0455 | 0.1404 | 0.0234 | 0.0401 | 0.0251 | 0.1282 | 0.0419 | 0.0451 | 0.2310 | 0.0755 | 0.0363 | 0.1860 | 0.0608 | 0.0259 | 0.1323 | 0.0432 | 0.0740 | 0.0056 | 0.0103 | 0.0769 | 0.0058 | 0.0108 | 0.7307 | 0.0549 | 0.1022 | 0.6627 | 0.0498 | 0.0927 | 0.3395 | 0.5626 | 0.4235 | 0.4441 | 0.7359 | 0.5540 | 0.4001 | 0.6630 | 0.4990 | 0.3438 | 0.5697 | 0.4289 | 0.0917 | 0.0074 | 0.0137 | 0.1046 | 0.0085 | 0.0157 | 0.2829 | 0.0229 | 0.0424 | 0.2421 | 0.0196 | 0.0363 | 0.0896 | 0.4550 | 0.1497 | 0.0949 | 0.4818 | 0.1585 | 0.0986 | 0.5005 | 0.1647 | 0.0956 | 0.4856 | 0.1598 | 0.0157 | 0.1839 | 0.0289 | 0.0177 | 0.2072 | 0.0326 | 0.0316 | 0.3704 | 0.0582 | 0.0288 | 0.3371 | 0.0530 | 0.0734 | 0.1352 | 0.0951 | 0.0779 | 0.1435 | 0.1010 | 0.1202 | 0.2216 | 0.1559 | 0.1099 | 0.2025 | 0.1425 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.3483 | 0.2421 | 0.2857 | 0.3916 | 0.2722 | 0.3211 | 0.3811 | 0.2649 | 0.3125 | 0.3555 | 0.2471 | 0.2915 | 0.2904 | 0.0726 | 0.1161 | 0.2919 | 0.0729 | 0.1167 | 0.2965 | 0.0741 | 0.1185 | 0.2942 | 0.0735 | 0.1176 | 0.2224 | 0.3565 | 0.2739 | 0.3763 | 0.6032 | 0.4635 | 0.3028 | 0.4854 | 0.3729 | 0.2249 | 0.3606 | 0.2770 | 0.0031 | 0.0998 | 0.0061 | 0.0072 | 0.2294 | 0.0140 | 0.0052 | 0.1646 | 0.0100 | 0.0031 | 0.0998 | 0.0061 | 0.2101 | 0.4536 | 0.2872 | 0.2568 | 0.5544 | 0.3510 | 0.2580 | 0.5569 | 0.3526 | 0.2332 | 0.5033 | 0.3187 | 0.3021 | 0.4921 | 0.3744 | 0.3041 | 0.4955 | 0.3769 | 0.3539 | 0.5766 | 0.4386 | 0.3474 | 0.5661 | 0.4306 | 0.2384 | 0.0505 | 0.0833 | 0.2419 | 0.0512 | 0.0845 | 0.6445 | 0.1364 | 0.2252 | 0.5862 | 0.1241 | 0.2048 | 0.1874 | 0.2244 | 0.2043 | 0.3904 | 0.4675 | 0.4255 | 0.2943 | 0.3525 | 0.3208 | 0.1888 | 0.2261 | 0.2058 | 0.0087 | 0.1255 | 0.0162 | 0.0153 | 0.2210 | 0.0286 | 0.0120 | 0.1732 | 0.0224 | 0.0087 | 0.1255 | 0.0162 | 0.1710 | 0.0807 | 0.1097 | 0.4103 | 0.1936 | 0.2631 | 0.3005 | 0.1418 | 0.1927 | 0.1736 | 0.0819 | 0.1113 | 0.3265 | 0.6013 | 0.4232 | 0.3719 | 0.6848 | 0.4820 | 0.3493 | 0.6433 | 0.4528 | 0.3266 | 0.6015 | 0.4234 | 0.3924 | 0.5694 | 0.4646 | 0.4276 | 0.6205 | 0.5063 | 0.4431 | 0.6430 | 0.5247 | 0.4202 | 0.6097 | 0.4975 | 0.0144 | 0.1078 | 0.0254 | 0.0333 | 0.2497 | 0.0588 | 0.0252 | 0.1886 | 0.0444 | 0.0148 | 0.1106 | 0.0261 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.3582 | 0.4210 | 0.3871 | 0.3878 | 0.4558 | 0.4190 | 0.4526 | 0.5319 | 0.4890 | 0.4296 | 0.5049 | 0.4642 | 0.0425 | 0.2266 | 0.0716 | 0.0510 | 0.2717 | 0.0859 | 0.0473 | 0.2518 | 0.0796 | 0.0428 | 0.2280 | 0.0721 | 0.0015 | 0.1525 | 0.0030 | 0.0024 | 0.2429 | 0.0047 | 0.0022 | 0.2203 | 0.0043 | 0.0017 | 0.1751 | 0.0034 | 0.0728 | 0.3435 | 0.1201 | 0.0877 | 0.4135 | 0.1447 | 0.0887 | 0.4183 | 0.1463 | 0.0789 | 0.3723 | 0.1302 | 0.4115 | 0.4277 | 0.4195 | 0.4388 | 0.4561 | 0.4473 | 0.4454 | 0.4629 | 0.4540 | 0.4274 | 0.4442 | 0.4357 | 0.0691 | 0.3133 | 0.1132 | 0.0798 | 0.3619 | 0.1308 | 0.0935 | 0.4239 | 0.1532 | 0.0862 | 0.3906 | 0.1412 | 0.0224 | 0.0967 | 0.0363 | 0.0417 | 0.1803 | 0.0677 | 0.0389 | 0.1684 | 0.0632 | 0.0239 | 0.1035 | 0.0389 | 0.2638 | 0.0662 | 0.1059 | 0.4175 | 0.1048 | 0.1675 | 0.4185 | 0.1050 | 0.1679 | 0.3261 | 0.0819 | 0.1309 |
| 0.3961 | 8.0 | 1824 | 6.4809 | 0.4884 | 0.0639 | 0.1131 | 0.6123 | 0.0801 | 0.1417 | 0.8468 | 0.1109 | 0.1960 | 0.7447 | 0.0975 | 0.1724 | 0.2072 | 0.1159 | 0.1486 | 0.2385 | 0.1333 | 0.1710 | 0.2290 | 0.1280 | 0.1642 | 0.2119 | 0.1185 | 0.1520 | 0.2150 | 0.4709 | 0.2952 | 0.2837 | 0.6214 | 0.3896 | 0.2508 | 0.5492 | 0.3443 | 0.2154 | 0.4718 | 0.2958 | 0.2751 | 0.0745 | 0.1172 | 0.3843 | 0.1040 | 0.1637 | 0.4312 | 0.1167 | 0.1837 | 0.3554 | 0.0962 | 0.1514 | 0.0783 | 0.0151 | 0.0253 | 0.0871 | 0.0168 | 0.0282 | 0.1461 | 0.0282 | 0.0473 | 0.1287 | 0.0248 | 0.0417 | 0.0317 | 0.1409 | 0.0518 | 0.0572 | 0.2541 | 0.0934 | 0.0460 | 0.2045 | 0.0752 | 0.0327 | 0.1455 | 0.0535 | 0.0749 | 0.0059 | 0.0110 | 0.0779 | 0.0062 | 0.0114 | 0.7271 | 0.0576 | 0.1067 | 0.6595 | 0.0522 | 0.0968 | 0.3382 | 0.5915 | 0.4303 | 0.4423 | 0.7735 | 0.5627 | 0.3992 | 0.6982 | 0.5080 | 0.3435 | 0.6007 | 0.4370 | 0.0806 | 0.0053 | 0.0100 | 0.0907 | 0.0060 | 0.0112 | 0.3250 | 0.0214 | 0.0402 | 0.2761 | 0.0182 | 0.0342 | 0.0919 | 0.4415 | 0.1521 | 0.0967 | 0.4648 | 0.1601 | 0.1008 | 0.4841 | 0.1668 | 0.0980 | 0.4707 | 0.1622 | 0.0170 | 0.1894 | 0.0312 | 0.0190 | 0.2112 | 0.0348 | 0.0346 | 0.3847 | 0.0634 | 0.0315 | 0.3510 | 0.0579 | 0.0705 | 0.1116 | 0.0864 | 0.0746 | 0.1179 | 0.0914 | 0.1186 | 0.1876 | 0.1453 | 0.1059 | 0.1676 | 0.1298 | 0.0 | 0.0 | 0 | 0.0001 | 0.0769 | 0.0001 | 0.0000 | 0.0385 | 0.0001 | 0.0 | 0.0 | 0 | 0.3469 | 0.2390 | 0.2830 | 0.3906 | 0.2691 | 0.3187 | 0.3806 | 0.2622 | 0.3105 | 0.3546 | 0.2443 | 0.2893 | 0.2855 | 0.0727 | 0.1159 | 0.2865 | 0.0729 | 0.1163 | 0.2910 | 0.0741 | 0.1181 | 0.2892 | 0.0736 | 0.1174 | 0.2215 | 0.3572 | 0.2734 | 0.3738 | 0.6027 | 0.4614 | 0.3011 | 0.4855 | 0.3717 | 0.2239 | 0.3611 | 0.2764 | 0.0030 | 0.1017 | 0.0057 | 0.0060 | 0.2072 | 0.0117 | 0.0045 | 0.1544 | 0.0087 | 0.0030 | 0.1017 | 0.0057 | 0.2112 | 0.4550 | 0.2885 | 0.2550 | 0.5492 | 0.3483 | 0.2577 | 0.5550 | 0.3520 | 0.2345 | 0.5051 | 0.3203 | 0.3006 | 0.4954 | 0.3742 | 0.3027 | 0.4989 | 0.3768 | 0.3516 | 0.5795 | 0.4377 | 0.3447 | 0.5680 | 0.4290 | 0.2478 | 0.0572 | 0.0929 | 0.2515 | 0.0580 | 0.0943 | 0.6279 | 0.1449 | 0.2355 | 0.5679 | 0.1311 | 0.2130 | 0.1877 | 0.2284 | 0.2061 | 0.3877 | 0.4718 | 0.4256 | 0.2925 | 0.3560 | 0.3212 | 0.1887 | 0.2296 | 0.2072 | 0.0050 | 0.0936 | 0.0095 | 0.0097 | 0.1801 | 0.0183 | 0.0073 | 0.1368 | 0.0139 | 0.0050 | 0.0936 | 0.0095 | 0.1680 | 0.0727 | 0.1015 | 0.4096 | 0.1772 | 0.2474 | 0.2993 | 0.1295 | 0.1808 | 0.1705 | 0.0738 | 0.1030 | 0.3284 | 0.6170 | 0.4287 | 0.3698 | 0.6947 | 0.4827 | 0.3492 | 0.6561 | 0.4558 | 0.3285 | 0.6172 | 0.4288 | 0.3904 | 0.5884 | 0.4694 | 0.4266 | 0.6429 | 0.5129 | 0.4406 | 0.6642 | 0.5298 | 0.4172 | 0.6289 | 0.5017 | 0.0237 | 0.1409 | 0.0405 | 0.0484 | 0.2883 | 0.0829 | 0.0381 | 0.2271 | 0.0653 | 0.0244 | 0.1456 | 0.0419 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.3528 | 0.4141 | 0.3810 | 0.3825 | 0.4489 | 0.4130 | 0.4535 | 0.5322 | 0.4897 | 0.4289 | 0.5033 | 0.4631 | 0.0455 | 0.2352 | 0.0762 | 0.0538 | 0.2783 | 0.0901 | 0.0502 | 0.2600 | 0.0842 | 0.0458 | 0.2368 | 0.0767 | 0.0016 | 0.1389 | 0.0033 | 0.0025 | 0.2083 | 0.0049 | 0.0024 | 0.2014 | 0.0047 | 0.0020 | 0.1667 | 0.0039 | 0.0741 | 0.3534 | 0.1225 | 0.0896 | 0.4271 | 0.1481 | 0.0904 | 0.4309 | 0.1494 | 0.0803 | 0.3829 | 0.1328 | 0.4063 | 0.3194 | 0.3576 | 0.4337 | 0.3410 | 0.3818 | 0.4473 | 0.3517 | 0.3938 | 0.4275 | 0.3361 | 0.3763 | 0.0652 | 0.3014 | 0.1073 | 0.0753 | 0.3478 | 0.1238 | 0.0890 | 0.4113 | 0.1464 | 0.0823 | 0.3800 | 0.1353 | 0.0327 | 0.1190 | 0.0512 | 0.0550 | 0.2005 | 0.0863 | 0.0523 | 0.1908 | 0.0821 | 0.0353 | 0.1286 | 0.0553 | 0.2602 | 0.0685 | 0.1084 | 0.4117 | 0.1084 | 0.1716 | 0.4196 | 0.1104 | 0.1749 | 0.3281 | 0.0864 | 0.1367 |
Framework versions
- Transformers 4.40.2
- Pytorch 2.3.1+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
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