userReviewed-20250409225150

This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.2847
Overall Strict Precision: 0.7840
Overall Strict Recall: 0.5283
Overall Strict F1: 0.6313
Overall Ent Type Precision: 0.8912
Overall Ent Type Recall: 0.6005
Overall Ent Type F1: 0.7175
Overall Partial Precision: 0.8557
Overall Partial Recall: 0.5766
Overall Partial F1: 0.6889
Overall Exact Precision: 0.7982
Overall Exact Recall: 0.5379
Overall Exact F1: 0.6427
Companyzipcode Strict Precision: 0.3158
Companyzipcode Strict Recall: 0.9119
Companyzipcode Strict F1: 0.4692
Companyzipcode Ent Type Precision: 0.3245
Companyzipcode Ent Type Recall: 0.9368
Companyzipcode Ent Type F1: 0.4820
Companyzipcode Partial Precision: 0.3231
Companyzipcode Partial Recall: 0.9327
Companyzipcode Partial F1: 0.4799
Companyzipcode Exact Precision: 0.3178
Companyzipcode Exact Recall: 0.9175
Companyzipcode Exact F1: 0.4721
Hotelemail Strict Precision: 0.2461
Hotelemail Strict Recall: 0.8604
Hotelemail Strict F1: 0.3828
Hotelemail Ent Type Precision: 0.2563
Hotelemail Ent Type Recall: 0.8962
Hotelemail Ent Type F1: 0.3987
Hotelemail Partial Precision: 0.2513
Hotelemail Partial Recall: 0.8786
Hotelemail Partial F1: 0.3908
Hotelemail Exact Precision: 0.2462
Hotelemail Exact Recall: 0.8607
Hotelemail Exact F1: 0.3829
Checkout Strict Precision: 0.3373
Checkout Strict Recall: 0.8577
Checkout Strict F1: 0.4842
Checkout Ent Type Precision: 0.3422
Checkout Ent Type Recall: 0.8701
Checkout Ent Type F1: 0.4912
Checkout Partial Precision: 0.3417
Checkout Partial Recall: 0.8690
Checkout Partial F1: 0.4906
Checkout Exact Precision: 0.3391
Checkout Exact Recall: 0.8623
Checkout Exact F1: 0.4868
Hotelzipcode Strict Precision: 0.2713
Hotelzipcode Strict Recall: 0.6612
Hotelzipcode Strict F1: 0.3847
Hotelzipcode Ent Type Precision: 0.2868
Hotelzipcode Ent Type Recall: 0.6991
Hotelzipcode Ent Type F1: 0.4068
Hotelzipcode Partial Precision: 0.2824
Hotelzipcode Partial Recall: 0.6883
Hotelzipcode Partial F1: 0.4005
Hotelzipcode Exact Precision: 0.2742
Hotelzipcode Exact Recall: 0.6683
Hotelzipcode Exact F1: 0.3889
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: 0.0070
Hotelbankaccount Partial F1: 0.0001
Hotelbankaccount Exact Precision: 0.0000
Hotelbankaccount Exact Recall: 0.0047
Hotelbankaccount Exact F1: 0.0001
Pagenumber Strict Precision: 0.1732
Pagenumber Strict Recall: 0.6659
Pagenumber Strict F1: 0.2749
Pagenumber Ent Type Precision: 0.1786
Pagenumber Ent Type Recall: 0.6867
Pagenumber Ent Type F1: 0.2834
Pagenumber Partial Precision: 0.1761
Pagenumber Partial Recall: 0.6769
Pagenumber Partial F1: 0.2794
Pagenumber Exact Precision: 0.1733
Pagenumber Exact Recall: 0.6664
Pagenumber Exact F1: 0.2751
Grossamount Strict Precision: 0.2607
Grossamount Strict Recall: 0.4999
Grossamount Strict F1: 0.3427
Grossamount Ent Type Precision: 0.2821
Grossamount Ent Type Recall: 0.5410
Grossamount Ent Type F1: 0.3709
Grossamount Partial Precision: 0.2769
Grossamount Partial Recall: 0.5309
Grossamount Partial F1: 0.3639
Grossamount Exact Precision: 0.2652
Grossamount Exact Recall: 0.5085
Grossamount Exact F1: 0.3486
Travellername Strict Precision: 0.2247
Travellername Strict Recall: 0.3918
Travellername Strict F1: 0.2856
Travellername Ent Type Precision: 0.3365
Travellername Ent Type Recall: 0.5867
Travellername Ent Type F1: 0.4277
Travellername Partial Precision: 0.2840
Travellername Partial Recall: 0.4952
Travellername Partial F1: 0.3610
Travellername Exact Precision: 0.2268
Travellername Exact Recall: 0.3954
Travellername Exact F1: 0.2882
Cardnumber Strict Precision: 0.0149
Cardnumber Strict Recall: 0.2295
Cardnumber Strict F1: 0.0279
Cardnumber Ent Type Precision: 0.0203
Cardnumber Ent Type Recall: 0.3131
Cardnumber Ent Type F1: 0.0381
Cardnumber Partial Precision: 0.0178
Cardnumber Partial Recall: 0.2750
Cardnumber Partial F1: 0.0334
Cardnumber Exact Precision: 0.0150
Cardnumber Exact Recall: 0.2319
Cardnumber Exact F1: 0.0282
Cardtype Strict Precision: 0.0832
Cardtype Strict Recall: 0.3700
Cardtype Strict F1: 0.1359
Cardtype Ent Type Precision: 0.0988
Cardtype Ent Type Recall: 0.4392
Cardtype Ent Type F1: 0.1613
Cardtype Partial Precision: 0.0916
Cardtype Partial Recall: 0.4073
Cardtype Partial F1: 0.1496
Cardtype Exact Precision: 0.0837
Cardtype Exact Recall: 0.3722
Cardtype Exact F1: 0.1367
Hotelphonenumber Strict Precision: 0.2097
Hotelphonenumber Strict Recall: 0.6804
Hotelphonenumber Strict F1: 0.3206
Hotelphonenumber Ent Type Precision: 0.2743
Hotelphonenumber Ent Type Recall: 0.8898
Hotelphonenumber Ent Type F1: 0.4193
Hotelphonenumber Partial Precision: 0.2426
Hotelphonenumber Partial Recall: 0.7871
Hotelphonenumber Partial F1: 0.3709
Hotelphonenumber Exact Precision: 0.2103
Hotelphonenumber Exact Recall: 0.6823
Hotelphonenumber Exact F1: 0.3215
Invoicenumber Strict Precision: 0.3050
Invoicenumber Strict Recall: 0.8547
Invoicenumber Strict F1: 0.4496
Invoicenumber Ent Type Precision: 0.3222
Invoicenumber Ent Type Recall: 0.9030
Invoicenumber Ent Type F1: 0.4750
Invoicenumber Partial Precision: 0.3159
Invoicenumber Partial Recall: 0.8852
Invoicenumber Partial F1: 0.4656
Invoicenumber Exact Precision: 0.3071
Invoicenumber Exact Recall: 0.8606
Invoicenumber Exact F1: 0.4526
Checkin Strict Precision: 0.3406
Checkin Strict Recall: 0.8731
Checkin Strict F1: 0.4901
Checkin Ent Type Precision: 0.3474
Checkin Ent Type Recall: 0.8905
Checkin Ent Type F1: 0.4998
Checkin Partial Precision: 0.3482
Checkin Partial Recall: 0.8924
Checkin Partial F1: 0.5009
Checkin Exact Precision: 0.3441
Checkin Exact Recall: 0.8819
Checkin Exact F1: 0.4950
Hotelcity Strict Precision: 0.2573
Hotelcity Strict Recall: 0.6076
Hotelcity Strict F1: 0.3615
Hotelcity Ent Type Precision: 0.2788
Hotelcity Ent Type Recall: 0.6584
Hotelcity Ent Type F1: 0.3917
Hotelcity Partial Precision: 0.2750
Hotelcity Partial Recall: 0.6494
Hotelcity Partial F1: 0.3863
Hotelcity Exact Precision: 0.2622
Hotelcity Exact Recall: 0.6193
Hotelcity Exact F1: 0.3685
Hotelfaxnumber Strict Precision: 0.1643
Hotelfaxnumber Strict Recall: 0.7195
Hotelfaxnumber Strict F1: 0.2676
Hotelfaxnumber Ent Type Precision: 0.1984
Hotelfaxnumber Ent Type Recall: 0.8688
Hotelfaxnumber Ent Type F1: 0.3231
Hotelfaxnumber Partial Precision: 0.1821
Hotelfaxnumber Partial Recall: 0.7973
Hotelfaxnumber Partial F1: 0.2965
Hotelfaxnumber Exact Precision: 0.1647
Hotelfaxnumber Exact Recall: 0.7213
Hotelfaxnumber Exact F1: 0.2682
Taxamount Strict Precision: 0.1299
Taxamount Strict Recall: 0.6504
Taxamount Strict F1: 0.2166
Taxamount Ent Type Precision: 0.1448
Taxamount Ent Type Recall: 0.7251
Taxamount Ent Type F1: 0.2414
Taxamount Partial Precision: 0.1393
Taxamount Partial Recall: 0.6975
Taxamount Partial F1: 0.2322
Taxamount Exact Precision: 0.1312
Taxamount Exact Recall: 0.6568
Taxamount Exact F1: 0.2187
Companycity Strict Precision: 0.2911
Companycity Strict Recall: 0.8107
Companycity Strict F1: 0.4283
Companycity Ent Type Precision: 0.3155
Companycity Ent Type Recall: 0.8787
Companycity Ent Type F1: 0.4642
Companycity Partial Precision: 0.3106
Companycity Partial Recall: 0.8651
Companycity Partial F1: 0.4570
Companycity Exact Precision: 0.2964
Companycity Exact Recall: 0.8255
Companycity Exact F1: 0.4362
Bookingnumber Strict Precision: 0.0696
Bookingnumber Strict Recall: 0.4577
Bookingnumber Strict F1: 0.1208
Bookingnumber Ent Type Precision: 0.0772
Bookingnumber Ent Type Recall: 0.5077
Bookingnumber Ent Type F1: 0.1340
Bookingnumber Partial Precision: 0.0902
Bookingnumber Partial Recall: 0.5935
Bookingnumber Partial F1: 0.1567
Bookingnumber Exact Precision: 0.0849
Bookingnumber Exact Recall: 0.5583
Bookingnumber Exact F1: 0.1474
Companyvatnumber Strict Precision: 0.0904
Companyvatnumber Strict Recall: 0.5919
Companyvatnumber Strict F1: 0.1569
Companyvatnumber Ent Type Precision: 0.0966
Companyvatnumber Ent Type Recall: 0.6321
Companyvatnumber Ent Type F1: 0.1675
Companyvatnumber Partial Precision: 0.1036
Companyvatnumber Partial Recall: 0.6783
Companyvatnumber Partial F1: 0.1798
Companyvatnumber Exact Precision: 0.0992
Companyvatnumber Exact Recall: 0.6495
Companyvatnumber Exact F1: 0.1721
Hoteltaxcode Strict Precision: 0.0747
Hoteltaxcode Strict Recall: 0.4965
Hoteltaxcode Strict F1: 0.1299
Hoteltaxcode Ent Type Precision: 0.0792
Hoteltaxcode Ent Type Recall: 0.5262
Hoteltaxcode Ent Type F1: 0.1377
Hoteltaxcode Partial Precision: 0.0819
Hoteltaxcode Partial Recall: 0.5441
Hoteltaxcode Partial F1: 0.1424
Hoteltaxcode Exact Precision: 0.0792
Hoteltaxcode Exact Recall: 0.5260
Hoteltaxcode Exact F1: 0.1376
Hotelname Strict Precision: 0.1494
Hotelname Strict Recall: 0.2565
Hotelname Strict F1: 0.1888
Hotelname Ent Type Precision: 0.2642
Hotelname Ent Type Recall: 0.4536
Hotelname Ent Type F1: 0.3339
Hotelname Partial Precision: 0.2099
Hotelname Partial Recall: 0.3603
Hotelname Partial F1: 0.2652
Hotelname Exact Precision: 0.1500
Hotelname Exact Recall: 0.2575
Hotelname Exact F1: 0.1896
Netamount Strict Precision: 0.1452
Netamount Strict Recall: 0.6545
Netamount Strict F1: 0.2376
Netamount Ent Type Precision: 0.1638
Netamount Ent Type Recall: 0.7384
Netamount Ent Type F1: 0.2681
Netamount Partial Precision: 0.1578
Netamount Partial Recall: 0.7115
Netamount Partial F1: 0.2583
Netamount Exact Precision: 0.1479
Netamount Exact Recall: 0.6670
Netamount Exact F1: 0.2422
Companyaddress Strict Precision: 0.2445
Companyaddress Strict Recall: 0.6770
Companyaddress Strict F1: 0.3592
Companyaddress Ent Type Precision: 0.3206
Companyaddress Ent Type Recall: 0.8878
Companyaddress Ent Type F1: 0.4710
Companyaddress Partial Precision: 0.2858
Companyaddress Partial Recall: 0.7915
Companyaddress Partial F1: 0.4199
Companyaddress Exact Precision: 0.2459
Companyaddress Exact Recall: 0.6810
Companyaddress Exact F1: 0.3614
Hotelcountry Strict Precision: 0.0779
Hotelcountry Strict Recall: 0.6599
Hotelcountry Strict F1: 0.1394
Hotelcountry Ent Type Precision: 0.0793
Hotelcountry Ent Type Recall: 0.6714
Hotelcountry Ent Type F1: 0.1418
Hotelcountry Partial Precision: 0.0827
Hotelcountry Partial Recall: 0.7006
Hotelcountry Partial F1: 0.1480
Hotelcountry Exact Precision: 0.0817
Hotelcountry Exact Recall: 0.6923
Hotelcountry Exact F1: 0.1462
Invoicedate Strict Precision: 0.3129
Invoicedate Strict Recall: 0.8859
Invoicedate Strict F1: 0.4625
Invoicedate Ent Type Precision: 0.3213
Invoicedate Ent Type Recall: 0.9095
Invoicedate Ent Type F1: 0.4748
Invoicedate Partial Precision: 0.3197
Invoicedate Partial Recall: 0.9050
Invoicedate Partial F1: 0.4725
Invoicedate Exact Precision: 0.3153
Invoicedate Exact Recall: 0.8926
Invoicedate Exact F1: 0.4660
Companycountry Strict Precision: 0.2119
Companycountry Strict Recall: 0.8481
Companycountry Strict F1: 0.3391
Companycountry Ent Type Precision: 0.2132
Companycountry Ent Type Recall: 0.8536
Companycountry Ent Type F1: 0.3412
Companycountry Partial Precision: 0.2172
Companycountry Partial Recall: 0.8693
Companycountry Partial F1: 0.3475
Companycountry Exact Precision: 0.2163
Companycountry Exact Recall: 0.8657
Companycountry Exact F1: 0.3461
Hotelvatnumber Strict Precision: 0.1903
Hotelvatnumber Strict Recall: 0.6272
Hotelvatnumber Strict F1: 0.2920
Hotelvatnumber Ent Type Precision: 0.2038
Hotelvatnumber Ent Type Recall: 0.6719
Hotelvatnumber Ent Type F1: 0.3128
Hotelvatnumber Partial Precision: 0.2127
Hotelvatnumber Partial Recall: 0.7011
Hotelvatnumber Partial F1: 0.3264
Hotelvatnumber Exact Precision: 0.2050
Hotelvatnumber Exact Recall: 0.6759
Hotelvatnumber Exact F1: 0.3146
Roomno Strict Precision: 0.3485
Roomno Strict Recall: 0.6880
Roomno Strict F1: 0.4627
Roomno Ent Type Precision: 0.3511
Roomno Ent Type Recall: 0.6930
Roomno Ent Type F1: 0.4661
Roomno Partial Precision: 0.3560
Roomno Partial Recall: 0.7027
Roomno Partial F1: 0.4726
Roomno Exact Precision: 0.3542
Roomno Exact Recall: 0.6991
Roomno Exact F1: 0.4701
Reservationnumber Strict Precision: 0.0551
Reservationnumber Strict Recall: 0.3608
Reservationnumber Strict F1: 0.0957
Reservationnumber Ent Type Precision: 0.0568
Reservationnumber Ent Type Recall: 0.3719
Reservationnumber Ent Type F1: 0.0986
Reservationnumber Partial Precision: 0.0796
Reservationnumber Partial Recall: 0.5209
Reservationnumber Partial F1: 0.1381
Reservationnumber Exact Precision: 0.0765
Reservationnumber Exact Recall: 0.5009
Reservationnumber Exact F1: 0.1328
Currencycode Strict Precision: 0.2101
Currencycode Strict Recall: 0.0799
Currencycode Strict F1: 0.1157
Currencycode Ent Type Precision: 0.2113
Currencycode Ent Type Recall: 0.0803
Currencycode Ent Type F1: 0.1164
Currencycode Partial Precision: 0.2122
Currencycode Partial Recall: 0.0807
Currencycode Partial F1: 0.1169
Currencycode Exact Precision: 0.2112
Currencycode Exact Recall: 0.0803
Currencycode Exact F1: 0.1164
Externalreservationnumber Strict Precision: 0.0110
Externalreservationnumber Strict Recall: 0.3246
Externalreservationnumber Strict F1: 0.0212
Externalreservationnumber Ent Type Precision: 0.0118
Externalreservationnumber Ent Type Recall: 0.3508
Externalreservationnumber Ent Type F1: 0.0229
Externalreservationnumber Partial Precision: 0.0198
Externalreservationnumber Partial Recall: 0.5854
Externalreservationnumber Partial F1: 0.0382
Externalreservationnumber Exact Precision: 0.0186
Externalreservationnumber Exact Recall: 0.5516
Externalreservationnumber Exact F1: 0.0360
Hoteladdress Strict Precision: 0.1508
Hoteladdress Strict Recall: 0.3513
Hoteladdress Strict F1: 0.2111
Hoteladdress Ent Type Precision: 0.2764
Hoteladdress Ent Type Recall: 0.6436
Hoteladdress Ent Type F1: 0.3867
Hoteladdress Partial Precision: 0.2185
Hoteladdress Partial Recall: 0.5089
Hoteladdress Partial F1: 0.3058
Hoteladdress Exact Precision: 0.1519
Hoteladdress Exact Recall: 0.3537
Hoteladdress Exact F1: 0.2125
Companyname Strict Precision: 0.2256
Companyname Strict Recall: 0.5489
Companyname Strict F1: 0.3198
Companyname Ent Type Precision: 0.3096
Companyname Ent Type Recall: 0.7530
Companyname Ent Type F1: 0.4388
Companyname Partial Precision: 0.2753
Companyname Partial Recall: 0.6697
Companyname Partial F1: 0.3902
Companyname Exact Precision: 0.2281
Companyname Exact Recall: 0.5548
Companyname Exact F1: 0.3233
Documenttype Strict Precision: 0.2749
Documenttype Strict Recall: 0.7101
Documenttype Strict F1: 0.3963
Documenttype Ent Type Precision: 0.3054
Documenttype Ent Type Recall: 0.7888
Documenttype Ent Type F1: 0.4403
Documenttype Partial Precision: 0.2906
Documenttype Partial Recall: 0.7506
Documenttype Partial F1: 0.4189
Documenttype Exact Precision: 0.2752
Documenttype Exact Recall: 0.7109
Documenttype Exact F1: 0.3968

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-06
train_batch_size: 8
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 16
total_train_batch_size: 128
optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.5
num_epochs: 8

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	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	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	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	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	Hotelbankaccount Partial Precision	Hotelbankaccount Partial Recall	Hotelbankaccount Partial F1	Hotelbankaccount Exact Precision	Hotelbankaccount Exact Recall	Hotelbankaccount 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	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	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	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	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	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	Hotelcity Strict Precision	Hotelcity Strict Recall	Hotelcity Strict F1	Hotelcity Ent Type Precision	Hotelcity Ent Type Recall	Hotelcity Ent Type F1	Hotelcity Partial Precision	Hotelcity Partial Recall	Hotelcity Partial F1	Hotelcity Exact Precision	Hotelcity Exact Recall	Hotelcity Exact F1	Hotelfaxnumber Strict Precision	Hotelfaxnumber Strict Recall	Hotelfaxnumber Strict F1	Hotelfaxnumber Ent Type Precision	Hotelfaxnumber Ent Type Recall	Hotelfaxnumber Ent Type F1	Hotelfaxnumber Partial Precision	Hotelfaxnumber Partial Recall	Hotelfaxnumber Partial F1	Hotelfaxnumber Exact Precision	Hotelfaxnumber Exact Recall	Hotelfaxnumber Exact F1	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	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	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	Companyvatnumber Strict Precision	Companyvatnumber Strict Recall	Companyvatnumber Strict F1	Companyvatnumber Ent Type Precision	Companyvatnumber Ent Type Recall	Companyvatnumber Ent Type F1	Companyvatnumber Partial Precision	Companyvatnumber Partial Recall	Companyvatnumber Partial F1	Companyvatnumber Exact Precision	Companyvatnumber Exact Recall	Companyvatnumber Exact F1	Hoteltaxcode Strict Precision	Hoteltaxcode Strict Recall	Hoteltaxcode Strict F1	Hoteltaxcode Ent Type Precision	Hoteltaxcode Ent Type Recall	Hoteltaxcode Ent Type F1	Hoteltaxcode Partial Precision	Hoteltaxcode Partial Recall	Hoteltaxcode Partial F1	Hoteltaxcode Exact Precision	Hoteltaxcode Exact Recall	Hoteltaxcode Exact F1	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	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	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	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	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	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	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	Roomno Strict Precision	Roomno Strict Recall	Roomno Strict F1	Roomno Ent Type Precision	Roomno Ent Type Recall	Roomno Ent Type F1	Roomno Partial Precision	Roomno Partial Recall	Roomno Partial F1	Roomno Exact Precision	Roomno Exact Recall	Roomno Exact F1	Reservationnumber Strict Precision	Reservationnumber Strict Recall	Reservationnumber Strict F1	Reservationnumber Ent Type Precision	Reservationnumber Ent Type Recall	Reservationnumber Ent Type F1	Reservationnumber Partial Precision	Reservationnumber Partial Recall	Reservationnumber Partial F1	Reservationnumber Exact Precision	Reservationnumber Exact Recall	Reservationnumber Exact F1	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	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	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	Companyname Strict Precision	Companyname Strict Recall	Companyname Strict F1	Companyname Ent Type Precision	Companyname Ent Type Recall	Companyname Ent Type F1	Companyname Partial Precision	Companyname Partial Recall	Companyname Partial F1	Companyname Exact Precision	Companyname Exact Recall	Companyname Exact F1	Documenttype Strict Precision	Documenttype Strict Recall	Documenttype Strict F1	Documenttype Ent Type Precision	Documenttype Ent Type Recall	Documenttype Ent Type F1	Documenttype Partial Precision	Documenttype Partial Recall	Documenttype Partial F1	Documenttype Exact Precision	Documenttype Exact Recall	Documenttype Exact F1
1.0951	1.0	1156	1.5675	0.7627	0.5797	0.6587	0.8598	0.6535	0.7426	0.8252	0.6272	0.7127	0.7740	0.5883	0.6685	0.2456	0.9142	0.3871	0.2531	0.9423	0.3990	0.2518	0.9373	0.3969	0.2473	0.9207	0.3899	0.1866	0.8778	0.3077	0.1945	0.9153	0.3209	0.1906	0.8968	0.3144	0.1866	0.8780	0.3078	0.2637	0.8833	0.4061	0.2678	0.8971	0.4125	0.2672	0.8950	0.4115	0.2650	0.8878	0.4082	0.1981	0.7025	0.3091	0.2098	0.7440	0.3273	0.2063	0.7315	0.3218	0.2000	0.7093	0.3121	0.0	0.0	0	0.0	0.0	0	0.1240	0.7451	0.2127	0.1264	0.7589	0.2166	0.1253	0.7524	0.2148	0.1241	0.7455	0.2128	0.1819	0.6410	0.2834	0.1973	0.6953	0.3074	0.1920	0.6767	0.2992	0.1839	0.6480	0.2865	0.1715	0.4773	0.2524	0.2509	0.6982	0.3692	0.2130	0.5927	0.3133	0.1726	0.4803	0.2540	0.0094	0.2975	0.0182	0.0131	0.4157	0.0254	0.0114	0.3609	0.0221	0.0094	0.2996	0.0183	0.0535	0.4889	0.0965	0.0608	0.5554	0.1096	0.0574	0.5248	0.1035	0.0537	0.4908	0.0968	0.1603	0.6925	0.2604	0.2093	0.9041	0.3399	0.1852	0.8000	0.3008	0.1607	0.6942	0.2610	0.2354	0.8589	0.3696	0.2494	0.9097	0.3914	0.2440	0.8900	0.3829	0.2369	0.8642	0.3719	0.2672	0.8944	0.4114	0.2732	0.9146	0.4207	0.2734	0.9154	0.4211	0.2698	0.9033	0.4155	0.1909	0.6591	0.2961	0.2052	0.7085	0.3183	0.2026	0.6993	0.3142	0.1946	0.6716	0.3017	0.1221	0.7391	0.2096	0.1479	0.8951	0.2539	0.1355	0.8200	0.2326	0.1224	0.7407	0.2101	0.0922	0.7607	0.1645	0.1027	0.8466	0.1831	0.0984	0.8113	0.1755	0.0929	0.7662	0.1657	0.2300	0.8369	0.3608	0.2460	0.8951	0.3859	0.2432	0.8848	0.3815	0.2342	0.8522	0.3674	0.0315	0.5042	0.0593	0.0366	0.5847	0.0688	0.0387	0.6185	0.0728	0.0359	0.5739	0.0675	0.0604	0.6698	0.1108	0.0643	0.7134	0.1180	0.0673	0.7463	0.1235	0.0651	0.7219	0.1194	0.0513	0.5585	0.0940	0.0541	0.5891	0.0991	0.0553	0.6024	0.1014	0.0538	0.5858	0.0986	0.1012	0.2954	0.1508	0.1778	0.5188	0.2648	0.1409	0.4110	0.2098	0.1015	0.2960	0.1511	0.1033	0.7235	0.1807	0.1160	0.8131	0.2031	0.1118	0.7836	0.1957	0.1051	0.7367	0.1840	0.1901	0.6868	0.2978	0.2496	0.9016	0.3910	0.2224	0.8032	0.3483	0.1913	0.6911	0.2997	0.0551	0.7419	0.1025	0.0562	0.7569	0.1046	0.0580	0.7818	0.1080	0.0573	0.7716	0.1066	0.2431	0.9005	0.3828	0.2499	0.9259	0.3936	0.2486	0.9211	0.3916	0.2450	0.9076	0.3858	0.1582	0.8603	0.2673	0.1592	0.8657	0.2689	0.1621	0.8814	0.2738	0.1615	0.8780	0.2728	0.1407	0.6642	0.2323	0.1503	0.7093	0.2480	0.1571	0.7415	0.2593	0.1516	0.7155	0.2502	0.2653	0.7927	0.3975	0.2673	0.7987	0.4005	0.2700	0.8069	0.4046	0.2688	0.8033	0.4028	0.0357	0.4538	0.0662	0.0373	0.4738	0.0691	0.0486	0.6174	0.0901	0.0465	0.5904	0.0861	0.1505	0.0837	0.1075	0.1515	0.0842	0.1082	0.1521	0.0845	0.1086	0.1511	0.0840	0.1080	0.0070	0.3636	0.0137	0.0075	0.3904	0.0148	0.0121	0.6294	0.0238	0.0114	0.5921	0.0224	0.1279	0.4202	0.1961	0.2051	0.6739	0.3145	0.1699	0.5581	0.2605	0.1288	0.4231	0.1975	0.1808	0.6225	0.2802	0.2403	0.8274	0.3724	0.2144	0.7383	0.3323	0.1823	0.6280	0.2826	0.2103	0.7496	0.3284	0.2332	0.8312	0.3642	0.2221	0.7916	0.3468	0.2105	0.7505	0.3288
1.074	2.0	2312	1.5335	0.7666	0.5756	0.6575	0.8643	0.6489	0.7413	0.8299	0.6231	0.7118	0.7782	0.5843	0.6674	0.2533	0.9144	0.3968	0.2611	0.9423	0.4089	0.2597	0.9375	0.4068	0.2552	0.9210	0.3996	0.1930	0.8749	0.3162	0.2012	0.9123	0.3297	0.1972	0.8939	0.3231	0.1930	0.8751	0.3163	0.2719	0.8806	0.4155	0.2762	0.8945	0.4220	0.2755	0.8924	0.4210	0.2733	0.8851	0.4176	0.2063	0.7015	0.3188	0.2184	0.7428	0.3376	0.2147	0.7301	0.3318	0.2083	0.7083	0.3219	0.0000	0.025	0.0000	0.0	0.0	0	0.1289	0.7409	0.2196	0.1313	0.7545	0.2237	0.1302	0.7480	0.2218	0.1290	0.7412	0.2197	0.1906	0.6298	0.2927	0.2065	0.6822	0.3170	0.2013	0.6649	0.3090	0.1929	0.6372	0.2961	0.1781	0.4712	0.2585	0.2611	0.6910	0.3790	0.2216	0.5863	0.3216	0.1794	0.4746	0.2604	0.0099	0.2884	0.0191	0.0138	0.4046	0.0268	0.0120	0.3510	0.0232	0.0100	0.2912	0.0193	0.0568	0.4765	0.1014	0.0646	0.5426	0.1155	0.0610	0.5121	0.1090	0.0570	0.4784	0.1018	0.1658	0.6916	0.2675	0.2164	0.9026	0.3491	0.1915	0.7988	0.3090	0.1662	0.6932	0.2681	0.2435	0.8604	0.3796	0.2574	0.9095	0.4012	0.2521	0.8906	0.3929	0.2450	0.8658	0.3819	0.2754	0.8929	0.4210	0.2815	0.9126	0.4303	0.2818	0.9135	0.4307	0.2782	0.9018	0.4252	0.1983	0.6559	0.3046	0.2131	0.7048	0.3273	0.2104	0.6959	0.3232	0.2021	0.6684	0.3104	0.1266	0.7379	0.2161	0.1533	0.8937	0.2618	0.1405	0.8186	0.2398	0.1269	0.7396	0.2166	0.0963	0.7551	0.1708	0.1071	0.8401	0.1900	0.1027	0.8054	0.1821	0.0970	0.7606	0.1720	0.2370	0.8355	0.3692	0.2538	0.8948	0.3954	0.2507	0.8841	0.3907	0.2413	0.8508	0.3760	0.0364	0.5148	0.0680	0.0419	0.5918	0.0782	0.0446	0.6305	0.0833	0.0414	0.5857	0.0774	0.0635	0.6671	0.1159	0.0677	0.7112	0.1236	0.0708	0.7443	0.1293	0.0685	0.7195	0.1250	0.0539	0.5538	0.0982	0.0569	0.5846	0.1037	0.0582	0.5980	0.1061	0.0565	0.5809	0.1030	0.1069	0.2935	0.1567	0.1867	0.5127	0.2737	0.1483	0.4071	0.2174	0.1071	0.2942	0.1571	0.1077	0.7173	0.1873	0.1212	0.8070	0.2107	0.1167	0.7775	0.2030	0.1097	0.7305	0.1907	0.1961	0.6856	0.3050	0.2575	0.9003	0.4005	0.2294	0.8020	0.3567	0.1973	0.6898	0.3068	0.0575	0.7365	0.1066	0.0586	0.7507	0.1087	0.0606	0.7764	0.1124	0.0598	0.7664	0.1110	0.2509	0.9007	0.3924	0.2579	0.9258	0.4034	0.2566	0.9211	0.4013	0.2529	0.9078	0.3955	0.1641	0.8598	0.2755	0.1651	0.8653	0.2773	0.1682	0.8812	0.2824	0.1675	0.8777	0.2813	0.1461	0.6610	0.2393	0.1562	0.7068	0.2559	0.1631	0.7381	0.2672	0.1574	0.7120	0.2578	0.2757	0.7871	0.4083	0.2778	0.7930	0.4114	0.2807	0.8014	0.4157	0.2794	0.7978	0.4139	0.0377	0.4410	0.0695	0.0394	0.4609	0.0726	0.0521	0.6093	0.0960	0.0497	0.5816	0.0916	0.1576	0.0834	0.1090	0.1585	0.0838	0.1097	0.1592	0.0842	0.1101	0.1583	0.0837	0.1095	0.0074	0.3557	0.0146	0.0080	0.3803	0.0156	0.0130	0.6202	0.0254	0.0122	0.5850	0.0240	0.1333	0.4211	0.2025	0.2132	0.6738	0.3240	0.1769	0.5590	0.2688	0.1342	0.4241	0.2039	0.1859	0.6129	0.2853	0.2480	0.8177	0.3806	0.2213	0.7296	0.3396	0.1876	0.6185	0.2879	0.2176	0.7477	0.3371	0.2411	0.8283	0.3735	0.2297	0.7892	0.3559	0.2179	0.7485	0.3375
1.0456	3.0	3468	1.4809	0.7720	0.5684	0.6548	0.8706	0.6410	0.7384	0.8365	0.6159	0.7094	0.7841	0.5773	0.6650	0.2655	0.9147	0.4115	0.2734	0.9420	0.4238	0.2720	0.9372	0.4217	0.2673	0.9210	0.4144	0.2030	0.8710	0.3293	0.2117	0.9084	0.3434	0.2074	0.8900	0.3365	0.2031	0.8713	0.3294	0.2847	0.8767	0.4298	0.2891	0.8901	0.4364	0.2885	0.8882	0.4355	0.2862	0.8812	0.4320	0.2184	0.6949	0.3324	0.2312	0.7356	0.3518	0.2273	0.7233	0.3459	0.2206	0.7018	0.3357	0.0000	0.0132	0.0000	0.0	0.0	0	0.1367	0.7311	0.2303	0.1392	0.7444	0.2345	0.1380	0.7381	0.2325	0.1367	0.7314	0.2304	0.2038	0.6068	0.3051	0.2205	0.6566	0.3301	0.2153	0.6410	0.3223	0.2064	0.6145	0.3090	0.1882	0.4604	0.2672	0.2762	0.6755	0.3921	0.2344	0.5732	0.3327	0.1897	0.4639	0.2693	0.0109	0.2808	0.0210	0.0151	0.3878	0.0290	0.0131	0.3385	0.0253	0.0110	0.2833	0.0212	0.0620	0.4529	0.1091	0.0710	0.5185	0.1249	0.0668	0.4881	0.1176	0.0623	0.4546	0.1095	0.1743	0.6905	0.2783	0.2275	0.9016	0.3634	0.2014	0.7978	0.3216	0.1747	0.6921	0.2790	0.2554	0.8594	0.3938	0.2699	0.9082	0.4162	0.2644	0.8897	0.4076	0.2570	0.8649	0.3963	0.2882	0.8899	0.4354	0.2945	0.9093	0.4449	0.2948	0.9104	0.4454	0.2911	0.8989	0.4398	0.2099	0.6492	0.3173	0.2256	0.6978	0.3410	0.2229	0.6893	0.3368	0.2139	0.6616	0.3233	0.1337	0.7374	0.2264	0.1619	0.8926	0.2740	0.1483	0.8176	0.2510	0.1340	0.7389	0.2268	0.1023	0.7396	0.1798	0.1139	0.8235	0.2002	0.1093	0.7899	0.1920	0.1031	0.7451	0.1812	0.2473	0.8300	0.3811	0.2658	0.8920	0.4095	0.2623	0.8802	0.4041	0.2519	0.8454	0.3881	0.0446	0.5340	0.0824	0.0499	0.5976	0.0922	0.0545	0.6518	0.1006	0.0511	0.6109	0.0943	0.0687	0.6611	0.1244	0.0732	0.7046	0.1326	0.0768	0.7396	0.1392	0.0741	0.7138	0.1343	0.0583	0.5530	0.1055	0.0612	0.5806	0.1108	0.0629	0.5963	0.1138	0.0612	0.5804	0.1107	0.1159	0.2887	0.1654	0.2009	0.5005	0.2868	0.1603	0.3992	0.2287	0.1162	0.2893	0.1658	0.1150	0.7088	0.1978	0.1293	0.7975	0.2226	0.1246	0.7684	0.2145	0.1170	0.7216	0.2014	0.2057	0.6853	0.3164	0.2697	0.8985	0.4149	0.2403	0.8005	0.3697	0.2068	0.6889	0.3181	0.0615	0.7269	0.1133	0.0624	0.7381	0.1151	0.0649	0.7672	0.1196	0.0642	0.7587	0.1183	0.2629	0.8984	0.4068	0.2702	0.9231	0.4180	0.2688	0.9185	0.4159	0.2650	0.9055	0.4100	0.1730	0.8574	0.2879	0.1742	0.8632	0.2899	0.1774	0.8790	0.2952	0.1766	0.8751	0.2939	0.1547	0.6559	0.2503	0.1652	0.7008	0.2674	0.1726	0.7319	0.2793	0.1665	0.7062	0.2695	0.2914	0.7776	0.4240	0.2932	0.7824	0.4266	0.2966	0.7915	0.4315	0.2955	0.7884	0.4299	0.0411	0.4232	0.0748	0.0430	0.4432	0.0784	0.0578	0.5954	0.1053	0.0552	0.5685	0.1006	0.1683	0.0829	0.1111	0.1693	0.0834	0.1117	0.1700	0.0837	0.1122	0.1691	0.0833	0.1116	0.0082	0.3497	0.0160	0.0087	0.3742	0.0171	0.0144	0.6162	0.0281	0.0135	0.5768	0.0263	0.1402	0.4176	0.2100	0.2255	0.6716	0.3377	0.1866	0.5558	0.2795	0.1412	0.4205	0.2114	0.1941	0.6006	0.2934	0.2599	0.8044	0.3929	0.2322	0.7187	0.3510	0.1959	0.6064	0.2962	0.2288	0.7424	0.3498	0.2534	0.8224	0.3875	0.2415	0.7836	0.3692	0.2290	0.7432	0.3502
0.9816	4.0	4624	1.4137	0.7778	0.5576	0.6496	0.8781	0.6295	0.7333	0.8442	0.6052	0.7050	0.7907	0.5669	0.6603	0.2817	0.9138	0.4307	0.2901	0.9409	0.4434	0.2886	0.9362	0.4412	0.2836	0.9200	0.4336	0.2168	0.8699	0.3471	0.2259	0.9065	0.3617	0.2215	0.8885	0.3545	0.2169	0.8701	0.3472	0.3018	0.8710	0.4482	0.3063	0.8840	0.4549	0.3057	0.8823	0.4541	0.3033	0.8755	0.4505	0.2352	0.6852	0.3502	0.2484	0.7237	0.3699	0.2445	0.7123	0.3640	0.2376	0.6921	0.3537	0.0000	0.0123	0.0001	0.0	0.0	0	0.1478	0.7039	0.2443	0.1507	0.7177	0.2490	0.1493	0.7112	0.2468	0.1478	0.7043	0.2444	0.2224	0.5769	0.3211	0.2405	0.6237	0.3471	0.2353	0.6104	0.3397	0.2256	0.5852	0.3257	0.2017	0.4453	0.2776	0.2963	0.6543	0.4079	0.2515	0.5553	0.3462	0.2033	0.4489	0.2799	0.0120	0.2621	0.0229	0.0166	0.3630	0.0317	0.0145	0.3164	0.0277	0.0121	0.2645	0.0231	0.0695	0.4339	0.1199	0.0798	0.4982	0.1376	0.0751	0.4685	0.1294	0.0698	0.4358	0.1204	0.1857	0.6890	0.2926	0.2425	0.8997	0.3820	0.2146	0.7963	0.3381	0.1862	0.6908	0.2933	0.2715	0.8591	0.4126	0.2869	0.9079	0.4360	0.2810	0.8894	0.4271	0.2732	0.8648	0.4153	0.3051	0.8845	0.4537	0.3116	0.9033	0.4634	0.3121	0.9046	0.4640	0.3082	0.8934	0.4583	0.2255	0.6389	0.3334	0.2424	0.6868	0.3584	0.2396	0.6789	0.3542	0.2298	0.6509	0.3396	0.1435	0.7335	0.2401	0.1734	0.8865	0.2901	0.1590	0.8127	0.2660	0.1438	0.7352	0.2406	0.1108	0.7099	0.1916	0.1235	0.7917	0.2137	0.1186	0.7600	0.2052	0.1117	0.7156	0.1932	0.2612	0.8229	0.3966	0.2819	0.8879	0.4279	0.2777	0.8747	0.4215	0.2660	0.8379	0.4038	0.0534	0.5247	0.0969	0.0601	0.5906	0.1091	0.0668	0.6564	0.1212	0.0625	0.6149	0.1135	0.0756	0.6448	0.1354	0.0805	0.6866	0.1442	0.0851	0.7256	0.1524	0.0820	0.6992	0.1468	0.0639	0.5397	0.1142	0.0669	0.5655	0.1197	0.0690	0.5833	0.1234	0.0673	0.5685	0.1203	0.1273	0.2828	0.1755	0.2209	0.4907	0.3046	0.1762	0.3914	0.2430	0.1275	0.2834	0.1759	0.1249	0.6967	0.2119	0.1403	0.7821	0.2379	0.1354	0.7551	0.2297	0.1273	0.7101	0.2160	0.2182	0.6815	0.3306	0.2862	0.8940	0.4336	0.2551	0.7967	0.3865	0.2194	0.6852	0.3324	0.0665	0.7064	0.1215	0.0676	0.7180	0.1235	0.0703	0.7469	0.1285	0.0695	0.7384	0.1270	0.2791	0.8963	0.4257	0.2867	0.9205	0.4372	0.2853	0.9161	0.4351	0.2813	0.9034	0.4290	0.1856	0.8540	0.3049	0.1868	0.8594	0.3068	0.1902	0.8752	0.3125	0.1894	0.8716	0.3112	0.1657	0.6454	0.2637	0.1773	0.6904	0.2821	0.1851	0.7209	0.2946	0.1784	0.6949	0.2839	0.3113	0.7572	0.4412	0.3133	0.7620	0.4440	0.3171	0.7711	0.4494	0.3157	0.7678	0.4474	0.0455	0.3997	0.0817	0.0476	0.4181	0.0855	0.0656	0.5758	0.1177	0.0629	0.5527	0.1130	0.1825	0.0822	0.1133	0.1834	0.0826	0.1139	0.1843	0.0830	0.1144	0.1834	0.0826	0.1139	0.0091	0.3373	0.0177	0.0097	0.3614	0.0190	0.0161	0.5981	0.0314	0.0152	0.5626	0.0295	0.1482	0.4057	0.2171	0.2415	0.6610	0.3537	0.1991	0.5451	0.2917	0.1493	0.4087	0.2187	0.2049	0.5866	0.3037	0.2759	0.7900	0.4090	0.2466	0.7062	0.3656	0.2069	0.5925	0.3067	0.2438	0.7320	0.3658	0.2702	0.8112	0.4053	0.2574	0.7728	0.3862	0.2441	0.7329	0.3662
0.9184	5.0	5780	1.3533	0.7813	0.5457	0.6426	0.8842	0.6176	0.7272	0.8499	0.5937	0.6990	0.7949	0.5552	0.6538	0.2967	0.9128	0.4479	0.3052	0.9389	0.4607	0.3038	0.9345	0.4585	0.2987	0.9187	0.4508	0.2296	0.8647	0.3628	0.2393	0.9012	0.3782	0.2345	0.8832	0.3706	0.2297	0.8649	0.3629	0.3175	0.8649	0.4645	0.3221	0.8776	0.4713	0.3216	0.8761	0.4705	0.3191	0.8694	0.4669	0.2510	0.6758	0.3660	0.2651	0.7137	0.3866	0.2609	0.7026	0.3805	0.2535	0.6826	0.3697	0.0000	0.0081	0.0001	0.0	0.0	0	0.1578	0.6812	0.2562	0.1618	0.6988	0.2628	0.1599	0.6904	0.2597	0.1579	0.6817	0.2564	0.2396	0.5460	0.3331	0.2590	0.5902	0.3600	0.2540	0.5787	0.3530	0.2435	0.5548	0.3384	0.2132	0.4268	0.2843	0.3149	0.6305	0.4200	0.2669	0.5343	0.3559	0.2150	0.4304	0.2867	0.0133	0.2528	0.0253	0.0183	0.3469	0.0347	0.0160	0.3034	0.0304	0.0134	0.2550	0.0255	0.0758	0.4085	0.1279	0.0881	0.4748	0.1487	0.0824	0.4440	0.1390	0.0762	0.4104	0.1285	0.1962	0.6847	0.3050	0.2566	0.8954	0.3988	0.2270	0.7921	0.3528	0.1967	0.6866	0.3058	0.2863	0.8574	0.4292	0.3024	0.9057	0.4535	0.2964	0.8877	0.4444	0.2882	0.8632	0.4322	0.3210	0.8793	0.4703	0.3274	0.8969	0.4797	0.3281	0.8987	0.4807	0.3242	0.8881	0.4750	0.2389	0.6263	0.3459	0.2579	0.6760	0.3734	0.2547	0.6676	0.3687	0.2434	0.6382	0.3524	0.1526	0.7289	0.2523	0.1842	0.8802	0.3047	0.1690	0.8075	0.2795	0.1529	0.7306	0.2529	0.1192	0.6872	0.2032	0.1331	0.7672	0.2268	0.1277	0.7364	0.2177	0.1202	0.6933	0.2049	0.2743	0.8167	0.4106	0.2968	0.8836	0.4443	0.2922	0.8699	0.4374	0.2793	0.8316	0.4182	0.0613	0.5082	0.1094	0.0674	0.5586	0.1203	0.0776	0.6437	0.1386	0.0733	0.6081	0.1309	0.0823	0.6266	0.1456	0.0878	0.6678	0.1551	0.0933	0.7096	0.1649	0.0896	0.6820	0.1584	0.0687	0.5249	0.1215	0.0723	0.5526	0.1279	0.0747	0.5707	0.1321	0.0725	0.5541	0.1282	0.1377	0.2706	0.1825	0.2392	0.4700	0.3171	0.1909	0.3751	0.2530	0.1381	0.2714	0.1831	0.1337	0.6814	0.2235	0.1504	0.7668	0.2515	0.1450	0.7391	0.2424	0.1361	0.6940	0.2276	0.2298	0.6793	0.3435	0.3014	0.8910	0.4505	0.2687	0.7942	0.4016	0.2312	0.6832	0.3454	0.0715	0.6840	0.1294	0.0727	0.6963	0.1317	0.0757	0.7245	0.1371	0.0748	0.7161	0.1355	0.2940	0.8922	0.4423	0.3020	0.9162	0.4542	0.3005	0.9116	0.4520	0.2963	0.8990	0.4457	0.1972	0.8525	0.3203	0.1984	0.8578	0.3223	0.2021	0.8736	0.3283	0.2013	0.8702	0.3270	0.1764	0.6381	0.2765	0.1889	0.6833	0.2960	0.1972	0.7133	0.3090	0.1902	0.6878	0.2980	0.3287	0.7334	0.4539	0.3307	0.7377	0.4566	0.3350	0.7475	0.4627	0.3336	0.7443	0.4607	0.0501	0.3864	0.0886	0.0517	0.3989	0.0915	0.0724	0.5590	0.1282	0.0698	0.5385	0.1235	0.1947	0.0811	0.1145	0.1958	0.0816	0.1152	0.1967	0.0819	0.1157	0.1957	0.0815	0.1151	0.0098	0.3263	0.0191	0.0108	0.3600	0.0210	0.0178	0.5924	0.0346	0.0167	0.5553	0.0325	0.1506	0.3835	0.2162	0.2567	0.6538	0.3686	0.2084	0.5307	0.2992	0.1517	0.3864	0.2179	0.2142	0.5705	0.3115	0.2908	0.7743	0.4228	0.2593	0.6906	0.3770	0.2164	0.5763	0.3147	0.2574	0.7213	0.3794	0.2855	0.8002	0.4209	0.2719	0.7620	0.4007	0.2576	0.7221	0.3798
0.8738	6.0	6936	1.3139	0.7829	0.5362	0.6365	0.8882	0.6083	0.7221	0.8532	0.5843	0.6936	0.7968	0.5457	0.6478	0.3073	0.9113	0.4597	0.3160	0.9370	0.4726	0.3145	0.9325	0.4703	0.3092	0.9169	0.4625	0.2388	0.8627	0.3741	0.2488	0.8986	0.3897	0.2439	0.8809	0.3820	0.2389	0.8629	0.3742	0.3285	0.8610	0.4755	0.3333	0.8736	0.4825	0.3328	0.8723	0.4817	0.3302	0.8656	0.4780	0.2623	0.6688	0.3768	0.2773	0.7070	0.3984	0.2730	0.6959	0.3922	0.2651	0.6758	0.3808	0.0000	0.0054	0.0001	0.0	0.0	0	0.1660	0.6707	0.2661	0.1713	0.6920	0.2746	0.1687	0.6819	0.2705	0.1661	0.6712	0.2663	0.2514	0.5203	0.3390	0.2720	0.5629	0.3668	0.2667	0.5519	0.3596	0.2555	0.5287	0.3445	0.2197	0.4076	0.2855	0.3271	0.6068	0.4251	0.2765	0.5130	0.3593	0.2216	0.4111	0.2880	0.0142	0.2403	0.0268	0.0194	0.3297	0.0367	0.0170	0.2886	0.0321	0.0143	0.2429	0.0270	0.0801	0.3882	0.1328	0.0940	0.4554	0.1558	0.0875	0.4242	0.1451	0.0805	0.3901	0.1334	0.2037	0.6824	0.3137	0.2664	0.8924	0.4103	0.2357	0.7895	0.3630	0.2043	0.6843	0.3146	0.2966	0.8556	0.4405	0.3135	0.9043	0.4656	0.3072	0.8863	0.4563	0.2986	0.8615	0.4435	0.3319	0.8763	0.4815	0.3386	0.8939	0.4911	0.3393	0.8957	0.4921	0.3353	0.8851	0.4863	0.2489	0.6165	0.3547	0.2693	0.6670	0.3837	0.2657	0.6580	0.3785	0.2536	0.6281	0.3613	0.1591	0.7250	0.2609	0.1920	0.8754	0.3150	0.1762	0.8033	0.2891	0.1595	0.7268	0.2615	0.1252	0.6674	0.2109	0.1396	0.7439	0.2350	0.1342	0.7151	0.2259	0.1264	0.6737	0.2128	0.2836	0.8133	0.4206	0.3071	0.8807	0.4554	0.3024	0.8670	0.4484	0.2888	0.8281	0.4282	0.0654	0.4744	0.1149	0.0727	0.5274	0.1277	0.0841	0.6105	0.1478	0.0791	0.5741	0.1390	0.0869	0.6103	0.1521	0.0928	0.6516	0.1624	0.0990	0.6954	0.1733	0.0949	0.6665	0.1661	0.0720	0.5081	0.1261	0.0761	0.5369	0.1333	0.0786	0.5547	0.1377	0.0761	0.5371	0.1333	0.1446	0.2628	0.1865	0.2527	0.4592	0.3260	0.2014	0.3661	0.2599	0.1451	0.2637	0.1872	0.1399	0.6663	0.2313	0.1578	0.7515	0.2608	0.1520	0.7241	0.2513	0.1426	0.6790	0.2357	0.2379	0.6778	0.3522	0.3121	0.8892	0.4620	0.2782	0.7926	0.4119	0.2393	0.6819	0.3543	0.0750	0.6707	0.1349	0.0764	0.6829	0.1374	0.0797	0.7122	0.1433	0.0787	0.7039	0.1416	0.3045	0.8888	0.4536	0.3127	0.9128	0.4659	0.3111	0.9082	0.4635	0.3068	0.8955	0.4570	0.2053	0.8505	0.3308	0.2066	0.8559	0.3329	0.2104	0.8717	0.3390	0.2096	0.8682	0.3376	0.1841	0.6305	0.2850	0.1971	0.6750	0.3051	0.2058	0.7048	0.3186	0.1985	0.6797	0.3073	0.3399	0.7110	0.4600	0.3423	0.7159	0.4631	0.3469	0.7256	0.4694	0.3452	0.7220	0.4671	0.0529	0.3692	0.0925	0.0546	0.3811	0.0955	0.0765	0.5340	0.1338	0.0738	0.5148	0.1290	0.2033	0.0805	0.1153	0.2045	0.0810	0.1160	0.2054	0.0813	0.1165	0.2044	0.0809	0.1159	0.0105	0.3243	0.0204	0.0115	0.3524	0.0222	0.0190	0.5834	0.0367	0.0179	0.5520	0.0348	0.1504	0.3646	0.2130	0.2677	0.6488	0.3790	0.2138	0.5183	0.3028	0.1515	0.3671	0.2145	0.2209	0.5585	0.3165	0.3011	0.7614	0.4316	0.2684	0.6788	0.3847	0.2232	0.5644	0.3199	0.2673	0.7146	0.3891	0.2966	0.7929	0.4317	0.2824	0.7549	0.4110	0.2676	0.7154	0.3895
0.8211	7.0	8092	1.2916	0.7838	0.5302	0.6326	0.8905	0.6025	0.7187	0.8551	0.5785	0.6901	0.7979	0.5398	0.6439	0.3138	0.9117	0.4669	0.3225	0.9368	0.4798	0.3210	0.9326	0.4777	0.3158	0.9173	0.4698	0.2444	0.8608	0.3807	0.2546	0.8966	0.3965	0.2496	0.8790	0.3888	0.2445	0.8611	0.3808	0.3353	0.8582	0.4822	0.3401	0.8706	0.4891	0.3396	0.8694	0.4884	0.3370	0.8627	0.4847	0.2692	0.6635	0.3830	0.2845	0.7011	0.4047	0.2802	0.6905	0.3986	0.2721	0.6705	0.3871	0.0000	0.0072	0.0001	0.0000	0.0048	0.0001	0.1713	0.6647	0.2724	0.1770	0.6866	0.2814	0.1743	0.6763	0.2772	0.1715	0.6652	0.2726	0.2584	0.5046	0.3418	0.2798	0.5462	0.3700	0.2744	0.5358	0.3629	0.2628	0.5131	0.3476	0.2234	0.3961	0.2857	0.3344	0.5928	0.4276	0.2822	0.5003	0.3608	0.2254	0.3996	0.2882	0.0147	0.2336	0.0277	0.0201	0.3187	0.0378	0.0176	0.2799	0.0332	0.0149	0.2361	0.0280	0.0824	0.3746	0.1351	0.0975	0.4431	0.1598	0.0906	0.4116	0.1485	0.0829	0.3769	0.1359	0.2084	0.6812	0.3191	0.2724	0.8906	0.4172	0.2410	0.7880	0.3691	0.2089	0.6831	0.3200	0.3031	0.8551	0.4476	0.3201	0.9032	0.4727	0.3139	0.8855	0.4635	0.3052	0.8610	0.4507	0.3386	0.8737	0.4881	0.3454	0.8911	0.4978	0.3461	0.8929	0.4988	0.3420	0.8824	0.4930	0.2553	0.6095	0.3598	0.2766	0.6604	0.3898	0.2727	0.6512	0.3844	0.2601	0.6211	0.3667	0.1631	0.7207	0.2660	0.1969	0.8703	0.3212	0.1807	0.7986	0.2947	0.1635	0.7225	0.2666	0.1288	0.6547	0.2153	0.1436	0.7300	0.2400	0.1381	0.7018	0.2308	0.1300	0.6608	0.2173	0.2893	0.8114	0.4265	0.3135	0.8793	0.4622	0.3086	0.8656	0.4550	0.2946	0.8262	0.4343	0.0684	0.4601	0.1191	0.0761	0.5120	0.1326	0.0887	0.5965	0.1545	0.0833	0.5600	0.1450	0.0897	0.5965	0.1559	0.0957	0.6365	0.1664	0.1025	0.6818	0.1782	0.0982	0.6529	0.1706	0.0738	0.4958	0.1285	0.0783	0.5261	0.1364	0.0809	0.5435	0.1409	0.0781	0.5247	0.1360	0.1487	0.2589	0.1889	0.2616	0.4554	0.3323	0.2082	0.3624	0.2644	0.1493	0.2599	0.1896	0.1439	0.6561	0.2360	0.1623	0.7402	0.2663	0.1564	0.7130	0.2565	0.1466	0.6685	0.2405	0.2429	0.6773	0.3576	0.3186	0.8881	0.4689	0.2840	0.7918	0.4181	0.2444	0.6814	0.3598	0.0772	0.6622	0.1383	0.0786	0.6746	0.1409	0.0820	0.7032	0.1468	0.0810	0.6945	0.1450	0.3109	0.8860	0.4603	0.3193	0.9098	0.4727	0.3177	0.9053	0.4703	0.3133	0.8928	0.4638	0.2104	0.8487	0.3372	0.2117	0.8541	0.3394	0.2157	0.8698	0.3456	0.2148	0.8663	0.3442	0.1890	0.6275	0.2905	0.2022	0.6716	0.3109	0.2111	0.7011	0.3245	0.2036	0.6762	0.3130	0.3465	0.6935	0.4621	0.3490	0.6985	0.4655	0.3539	0.7082	0.4719	0.3521	0.7047	0.4696	0.0546	0.3639	0.0949	0.0563	0.3753	0.0979	0.0789	0.5259	0.1371	0.0759	0.5064	0.1320	0.2086	0.0801	0.1157	0.2098	0.0805	0.1164	0.2107	0.0809	0.1169	0.2098	0.0805	0.1163	0.0109	0.3246	0.0211	0.0118	0.3508	0.0228	0.0196	0.5842	0.0379	0.0185	0.5500	0.0357	0.1507	0.3544	0.2115	0.2743	0.6450	0.3849	0.2174	0.5113	0.3051	0.1518	0.3569	0.2130	0.2246	0.5517	0.3192	0.3076	0.7555	0.4372	0.2738	0.6725	0.3891	0.2270	0.5577	0.3227	0.2732	0.7116	0.3948	0.3034	0.7903	0.4384	0.2887	0.7521	0.4172	0.2735	0.7124	0.3952
0.8163	7.9937	9240	1.2847	0.7840	0.5283	0.6313	0.8912	0.6005	0.7175	0.8557	0.5766	0.6889	0.7982	0.5379	0.6427	0.3158	0.9119	0.4692	0.3245	0.9368	0.4820	0.3231	0.9327	0.4799	0.3178	0.9175	0.4721	0.2461	0.8604	0.3828	0.2563	0.8962	0.3987	0.2513	0.8786	0.3908	0.2462	0.8607	0.3829	0.3373	0.8577	0.4842	0.3422	0.8701	0.4912	0.3417	0.8690	0.4906	0.3391	0.8623	0.4868	0.2713	0.6612	0.3847	0.2868	0.6991	0.4068	0.2824	0.6883	0.4005	0.2742	0.6683	0.3889	0.0000	0.0070	0.0001	0.0000	0.0047	0.0001	0.1732	0.6659	0.2749	0.1786	0.6867	0.2834	0.1761	0.6769	0.2794	0.1733	0.6664	0.2751	0.2607	0.4999	0.3427	0.2821	0.5410	0.3709	0.2769	0.5309	0.3639	0.2652	0.5085	0.3486	0.2247	0.3918	0.2856	0.3365	0.5867	0.4277	0.2840	0.4952	0.3610	0.2268	0.3954	0.2882	0.0149	0.2295	0.0279	0.0203	0.3131	0.0381	0.0178	0.2750	0.0334	0.0150	0.2319	0.0282	0.0832	0.3700	0.1359	0.0988	0.4392	0.1613	0.0916	0.4073	0.1496	0.0837	0.3722	0.1367	0.2097	0.6804	0.3206	0.2743	0.8898	0.4193	0.2426	0.7871	0.3709	0.2103	0.6823	0.3215	0.3050	0.8547	0.4496	0.3222	0.9030	0.4750	0.3159	0.8852	0.4656	0.3071	0.8606	0.4526	0.3406	0.8731	0.4901	0.3474	0.8905	0.4998	0.3482	0.8924	0.5009	0.3441	0.8819	0.4950	0.2573	0.6076	0.3615	0.2788	0.6584	0.3917	0.2750	0.6494	0.3863	0.2622	0.6193	0.3685	0.1643	0.7195	0.2676	0.1984	0.8688	0.3231	0.1821	0.7973	0.2965	0.1647	0.7213	0.2682	0.1299	0.6504	0.2166	0.1448	0.7251	0.2414	0.1393	0.6975	0.2322	0.1312	0.6568	0.2187	0.2911	0.8107	0.4283	0.3155	0.8787	0.4642	0.3106	0.8651	0.4570	0.2964	0.8255	0.4362	0.0696	0.4577	0.1208	0.0772	0.5077	0.1340	0.0902	0.5935	0.1567	0.0849	0.5583	0.1474	0.0904	0.5919	0.1569	0.0966	0.6321	0.1675	0.1036	0.6783	0.1798	0.0992	0.6495	0.1721	0.0747	0.4965	0.1299	0.0792	0.5262	0.1377	0.0819	0.5441	0.1424	0.0792	0.5260	0.1376	0.1494	0.2565	0.1888	0.2642	0.4536	0.3339	0.2099	0.3603	0.2652	0.1500	0.2575	0.1896	0.1452	0.6545	0.2376	0.1638	0.7384	0.2681	0.1578	0.7115	0.2583	0.1479	0.6670	0.2422	0.2445	0.6770	0.3592	0.3206	0.8878	0.4710	0.2858	0.7915	0.4199	0.2459	0.6810	0.3614	0.0779	0.6599	0.1394	0.0793	0.6714	0.1418	0.0827	0.7006	0.1480	0.0817	0.6923	0.1462	0.3129	0.8859	0.4625	0.3213	0.9095	0.4748	0.3197	0.9050	0.4725	0.3153	0.8926	0.4660	0.2119	0.8481	0.3391	0.2132	0.8536	0.3412	0.2172	0.8693	0.3475	0.2163	0.8657	0.3461	0.1903	0.6272	0.2920	0.2038	0.6719	0.3128	0.2127	0.7011	0.3264	0.2050	0.6759	0.3146	0.3485	0.6880	0.4627	0.3511	0.6930	0.4661	0.3560	0.7027	0.4726	0.3542	0.6991	0.4701	0.0551	0.3608	0.0957	0.0568	0.3719	0.0986	0.0796	0.5209	0.1381	0.0765	0.5009	0.1328	0.2101	0.0799	0.1157	0.2113	0.0803	0.1164	0.2122	0.0807	0.1169	0.2112	0.0803	0.1164	0.0110	0.3246	0.0212	0.0118	0.3508	0.0229	0.0198	0.5854	0.0382	0.0186	0.5516	0.0360	0.1508	0.3513	0.2111	0.2764	0.6436	0.3867	0.2185	0.5089	0.3058	0.1519	0.3537	0.2125	0.2256	0.5489	0.3198	0.3096	0.7530	0.4388	0.2753	0.6697	0.3902	0.2281	0.5548	0.3233	0.2749	0.7101	0.3963	0.3054	0.7888	0.4403	0.2906	0.7506	0.4189	0.2752	0.7109	0.3968

Framework versions

Transformers 4.51.1
Pytorch 2.3.1+cu121
Datasets 2.20.0
Tokenizers 0.21.1

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Safetensors

Model size

0.2B params

Tensor type

F32