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---
license: afl-3.0
base_model: Davlan/bert-base-multilingual-cased-ner-hrl
tags:
- generated_from_trainer
model-index:
- name: bert-base-multilingual-cased-ner-hrl
  results: []
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->

# bert-base-multilingual-cased-ner-hrl

This model is a fine-tuned version of [Davlan/bert-base-multilingual-cased-ner-hrl](https://huggingface.co/Davlan/bert-base-multilingual-cased-ner-hrl) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.2974
- Overall Strict Precision: 0.7624
- Overall Strict Recall: 0.7395
- Overall Strict F1: 0.7508
- Overall Ent Type Precision: 0.8431
- Overall Ent Type Recall: 0.8178
- Overall Ent Type F1: 0.8303
- Overall Partial Precision: 0.8147
- Overall Partial Recall: 0.7902
- Overall Partial F1: 0.8023
- Overall Exact Precision: 0.7720
- Overall Exact Recall: 0.7488
- Overall Exact F1: 0.7602
- Travellername Strict Precision: 0.1618
- Travellername Strict Recall: 0.5471
- Travellername Strict F1: 0.2497
- Travellername Ent Type Precision: 0.2233
- Travellername Ent Type Recall: 0.7551
- Travellername Ent Type F1: 0.3446
- Travellername Partial Precision: 0.1940
- Travellername Partial Recall: 0.6560
- Travellername Partial F1: 0.2994
- Travellername Exact Precision: 0.1625
- Travellername Exact Recall: 0.5497
- Travellername Exact F1: 0.2509
- Hotelphonenumber Strict Precision: 0.1606
- Hotelphonenumber Strict Recall: 0.7871
- Hotelphonenumber Strict F1: 0.2668
- Hotelphonenumber Ent Type Precision: 0.1855
- Hotelphonenumber Ent Type Recall: 0.9090
- Hotelphonenumber Ent Type F1: 0.3082
- Hotelphonenumber Partial Precision: 0.1732
- Hotelphonenumber Partial Recall: 0.8488
- Hotelphonenumber Partial F1: 0.2877
- Hotelphonenumber Exact Precision: 0.1608
- Hotelphonenumber Exact Recall: 0.7877
- Hotelphonenumber Exact F1: 0.2670
- Hotelzipcode Strict Precision: 0.1784
- Hotelzipcode Strict Recall: 0.7308
- Hotelzipcode Strict F1: 0.2868
- Hotelzipcode Ent Type Precision: 0.1884
- Hotelzipcode Ent Type Recall: 0.7714
- Hotelzipcode Ent Type F1: 0.3028
- Hotelzipcode Partial Precision: 0.1851
- Hotelzipcode Partial Recall: 0.7583
- Hotelzipcode Partial F1: 0.2976
- Hotelzipcode Exact Precision: 0.1798
- Hotelzipcode Exact Recall: 0.7364
- Hotelzipcode Exact F1: 0.2890
- Trafficdate Strict Precision: 0.0
- Trafficdate Strict Recall: 0.0
- Trafficdate Strict F1: 0
- Trafficdate Ent Type Precision: 0.0
- Trafficdate Ent Type Recall: 0.0
- Trafficdate Ent Type F1: 0
- Trafficdate Partial Precision: 0.0001
- Trafficdate Partial Recall: 0.3235
- Trafficdate Partial F1: 0.0002
- Trafficdate Exact Precision: 0.0000
- Trafficdate Exact Recall: 0.0588
- Trafficdate Exact F1: 0.0000
- 0 Strict Precision: 0.0
- 0 Strict Recall: 0
- 0 Strict F1: 0
- 0 Ent Type Precision: 0.0
- 0 Ent Type Recall: 0
- 0 Ent Type F1: 0
- 0 Partial Precision: 0.0
- 0 Partial Recall: 0
- 0 Partial F1: 0
- 0 Exact Precision: 0.0
- 0 Exact Recall: 0
- 0 Exact F1: 0
- Netamount Strict Precision: 0.0892
- Netamount Strict Recall: 0.7753
- Netamount Strict F1: 0.1599
- Netamount Ent Type Precision: 0.1002
- Netamount Ent Type Recall: 0.8714
- Netamount Ent Type F1: 0.1798
- Netamount Partial Precision: 0.0956
- Netamount Partial Recall: 0.8313
- Netamount Partial F1: 0.1715
- Netamount Exact Precision: 0.0899
- Netamount Exact Recall: 0.7815
- Netamount Exact F1: 0.1612
- Crewtype Strict Precision: 0.0
- Crewtype Strict Recall: 0.0
- Crewtype Strict F1: 0
- Crewtype Ent Type Precision: 0.0
- Crewtype Ent Type Recall: 0.0
- Crewtype Ent Type F1: 0
- Crewtype Partial Precision: 0.0
- Crewtype Partial Recall: 0.0
- Crewtype Partial F1: 0
- Crewtype Exact Precision: 0.0
- Crewtype Exact Recall: 0.0
- Crewtype Exact F1: 0
- Invoicenumber Strict Precision: 0.2078
- Invoicenumber Strict Recall: 0.8690
- Invoicenumber Strict F1: 0.3354
- Invoicenumber Ent Type Precision: 0.2196
- Invoicenumber Ent Type Recall: 0.9182
- Invoicenumber Ent Type F1: 0.3544
- Invoicenumber Partial Precision: 0.2151
- Invoicenumber Partial Recall: 0.8995
- Invoicenumber Partial F1: 0.3471
- Invoicenumber Exact Precision: 0.2091
- Invoicenumber Exact Recall: 0.8744
- Invoicenumber Exact F1: 0.3375
- Roomno Strict Precision: 0.2327
- Roomno Strict Recall: 0.8532
- Roomno Strict F1: 0.3657
- Roomno Ent Type Precision: 0.2341
- Roomno Ent Type Recall: 0.8581
- Roomno Ent Type F1: 0.3678
- Roomno Partial Precision: 0.2355
- Roomno Partial Recall: 0.8634
- Roomno Partial F1: 0.3701
- Roomno Exact Precision: 0.2347
- Roomno Exact Recall: 0.8606
- Roomno Exact F1: 0.3689
- Companycity Strict Precision: 0.2089
- Companycity Strict Recall: 0.8521
- Companycity Strict F1: 0.3355
- Companycity Ent Type Precision: 0.2202
- Companycity Ent Type Recall: 0.8982
- Companycity Ent Type F1: 0.3537
- Companycity Partial Precision: 0.2196
- Companycity Partial Recall: 0.8959
- Companycity Partial F1: 0.3528
- Companycity Exact Precision: 0.2130
- Companycity Exact Recall: 0.8688
- Companycity Exact F1: 0.3421
- Hotelcity Strict Precision: 0.1695
- Hotelcity Strict Recall: 0.6870
- Hotelcity Strict F1: 0.2720
- Hotelcity Ent Type Precision: 0.1824
- Hotelcity Ent Type Recall: 0.7391
- Hotelcity Ent Type F1: 0.2926
- Hotelcity Partial Precision: 0.1793
- Hotelcity Partial Recall: 0.7266
- Hotelcity Partial F1: 0.2876
- Hotelcity Exact Precision: 0.1718
- Hotelcity Exact Recall: 0.6963
- Hotelcity Exact F1: 0.2757
- Companyzipcode Strict Precision: 0.2218
- Companyzipcode Strict Recall: 0.9211
- Companyzipcode Strict F1: 0.3575
- Companyzipcode Ent Type Precision: 0.2274
- Companyzipcode Ent Type Recall: 0.9445
- Companyzipcode Ent Type F1: 0.3666
- Companyzipcode Partial Precision: 0.2267
- Companyzipcode Partial Recall: 0.9417
- Companyzipcode Partial F1: 0.3654
- Companyzipcode Exact Precision: 0.2234
- Companyzipcode Exact Recall: 0.9281
- Companyzipcode Exact F1: 0.3601
- Currencycode Strict Precision: 0.0889
- Currencycode Strict Recall: 0.5026
- Currencycode Strict F1: 0.1511
- Currencycode Ent Type Precision: 0.0892
- Currencycode Ent Type Recall: 0.5038
- Currencycode Ent Type F1: 0.1515
- Currencycode Partial Precision: 0.0892
- Currencycode Partial Recall: 0.5038
- Currencycode Partial F1: 0.1515
- Currencycode Exact Precision: 0.0890
- Currencycode Exact Recall: 0.5028
- Currencycode Exact F1: 0.1512
- 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
- Hotelcountry Strict Precision: 0.0505
- Hotelcountry Strict Recall: 0.7321
- Hotelcountry Strict F1: 0.0945
- Hotelcountry Ent Type Precision: 0.0514
- Hotelcountry Ent Type Recall: 0.7447
- Hotelcountry Ent Type F1: 0.0962
- Hotelcountry Partial Precision: 0.0535
- Hotelcountry Partial Recall: 0.7748
- Hotelcountry Partial F1: 0.1000
- Hotelcountry Exact Precision: 0.0528
- Hotelcountry Exact Recall: 0.7644
- Hotelcountry Exact F1: 0.0987
- Checkout Strict Precision: 0.2455
- Checkout Strict Recall: 0.9247
- Checkout Strict F1: 0.3880
- Checkout Ent Type Precision: 0.2482
- Checkout Ent Type Recall: 0.9345
- Checkout Ent Type F1: 0.3922
- Checkout Partial Precision: 0.2489
- Checkout Partial Recall: 0.9372
- Checkout Partial F1: 0.3933
- Checkout Exact Precision: 0.2474
- Checkout Exact Recall: 0.9318
- Checkout Exact F1: 0.3910
- Companyaddress Strict Precision: 0.1868
- Companyaddress Strict Recall: 0.7466
- Companyaddress Strict F1: 0.2988
- Companyaddress Ent Type Precision: 0.2264
- Companyaddress Ent Type Recall: 0.9048
- Companyaddress Ent Type F1: 0.3622
- Companyaddress Partial Precision: 0.2089
- Companyaddress Partial Recall: 0.8348
- Companyaddress Partial F1: 0.3341
- Companyaddress Exact Precision: 0.1878
- Companyaddress Exact Recall: 0.7506
- Companyaddress Exact F1: 0.3004
- Companyname Strict Precision: 0.1748
- Companyname Strict Recall: 0.6841
- Companyname Strict F1: 0.2785
- Companyname Ent Type Precision: 0.2210
- Companyname Ent Type Recall: 0.8648
- Companyname Ent Type F1: 0.3520
- Companyname Partial Precision: 0.1997
- Companyname Partial Recall: 0.7816
- Companyname Partial F1: 0.3182
- Companyname Exact Precision: 0.1755
- Companyname Exact Recall: 0.6868
- Companyname Exact F1: 0.2796
- Pageno Strict Precision: 0.1204
- Pageno Strict Recall: 0.8086
- Pageno Strict F1: 0.2096
- Pageno Ent Type Precision: 0.1222
- Pageno Ent Type Recall: 0.8209
- Pageno Ent Type F1: 0.2128
- Pageno Partial Precision: 0.1217
- Pageno Partial Recall: 0.8172
- Pageno Partial F1: 0.2118
- Pageno Exact Precision: 0.1208
- Pageno Exact Recall: 0.8110
- Pageno Exact F1: 0.2102
- Hotelvatnumber Strict Precision: 0.1202
- Hotelvatnumber Strict Recall: 0.6974
- Hotelvatnumber Strict F1: 0.2050
- Hotelvatnumber Ent Type Precision: 0.1287
- Hotelvatnumber Ent Type Recall: 0.7469
- Hotelvatnumber Ent Type F1: 0.2196
- Hotelvatnumber Partial Precision: 0.1317
- Hotelvatnumber Partial Recall: 0.7640
- Hotelvatnumber Partial F1: 0.2246
- Hotelvatnumber Exact Precision: 0.1270
- Hotelvatnumber Exact Recall: 0.7367
- Hotelvatnumber Exact F1: 0.2166
- Companycountry Strict Precision: 0.1413
- Companycountry Strict Recall: 0.8690
- Companycountry Strict F1: 0.2431
- Companycountry Ent Type Precision: 0.1426
- Companycountry Ent Type Recall: 0.8773
- Companycountry Ent Type F1: 0.2454
- Companycountry Partial Precision: 0.1457
- Companycountry Partial Recall: 0.8961
- Companycountry Partial F1: 0.2506
- Companycountry Exact Precision: 0.1448
- Companycountry Exact Recall: 0.8905
- Companycountry Exact F1: 0.2491
- Hoteladdress Strict Precision: 0.1212
- Hoteladdress Strict Recall: 0.4586
- Hoteladdress Strict F1: 0.1917
- Hoteladdress Ent Type Precision: 0.1835
- Hoteladdress Ent Type Recall: 0.6942
- Hoteladdress Ent Type F1: 0.2903
- Hoteladdress Partial Precision: 0.1549
- Hoteladdress Partial Recall: 0.5861
- Hoteladdress Partial F1: 0.2451
- Hoteladdress Exact Precision: 0.1223
- Hoteladdress Exact Recall: 0.4627
- Hoteladdress Exact F1: 0.1935
- Cardtype Strict Precision: 0.0401
- Cardtype Strict Recall: 0.5381
- Cardtype Strict F1: 0.0747
- Cardtype Ent Type Precision: 0.0455
- Cardtype Ent Type Recall: 0.6099
- Cardtype Ent Type F1: 0.0846
- Cardtype Partial Precision: 0.0429
- Cardtype Partial Recall: 0.5756
- Cardtype Partial F1: 0.0799
- Cardtype Exact Precision: 0.0402
- Cardtype Exact Recall: 0.5397
- Cardtype Exact F1: 0.0749
- Invoicedate Strict Precision: 0.2195
- Invoicedate Strict Recall: 0.9155
- Invoicedate Strict F1: 0.3541
- Invoicedate Ent Type Precision: 0.2243
- Invoicedate Ent Type Recall: 0.9357
- Invoicedate Ent Type F1: 0.3619
- Invoicedate Partial Precision: 0.2231
- Invoicedate Partial Recall: 0.9304
- Invoicedate Partial F1: 0.3598
- Invoicedate Exact Precision: 0.2206
- Invoicedate Exact Recall: 0.9201
- Invoicedate Exact F1: 0.3559
- Bookingnumber Strict Precision: 0.0198
- Bookingnumber Strict Recall: 0.5656
- Bookingnumber Strict F1: 0.0382
- Bookingnumber Ent Type Precision: 0.0218
- Bookingnumber Ent Type Recall: 0.6233
- Bookingnumber Ent Type F1: 0.0421
- Bookingnumber Partial Precision: 0.0233
- Bookingnumber Partial Recall: 0.6661
- Bookingnumber Partial F1: 0.0450
- Bookingnumber Exact Precision: 0.0221
- Bookingnumber Exact Recall: 0.6307
- Bookingnumber Exact F1: 0.0426
- Checkin Strict Precision: 0.2433
- Checkin Strict Recall: 0.9122
- Checkin Strict F1: 0.3841
- Checkin Ent Type Precision: 0.2486
- Checkin Ent Type Recall: 0.9322
- Checkin Ent Type F1: 0.3925
- Checkin Partial Precision: 0.2484
- Checkin Partial Recall: 0.9316
- Checkin Partial F1: 0.3923
- Checkin Exact Precision: 0.2454
- Checkin Exact Recall: 0.9201
- Checkin Exact F1: 0.3874
- Hoteltaxcode Strict Precision: 0.0225
- Hoteltaxcode Strict Recall: 0.4693
- Hoteltaxcode Strict F1: 0.0430
- Hoteltaxcode Ent Type Precision: 0.0246
- Hoteltaxcode Ent Type Recall: 0.5133
- Hoteltaxcode Ent Type F1: 0.0470
- Hoteltaxcode Partial Precision: 0.0263
- Hoteltaxcode Partial Recall: 0.5483
- Hoteltaxcode Partial F1: 0.0502
- Hoteltaxcode Exact Precision: 0.0250
- Hoteltaxcode Exact Recall: 0.5207
- Hoteltaxcode Exact F1: 0.0477
- Hotelfaxnumber Strict Precision: 0.1154
- Hotelfaxnumber Strict Recall: 0.8048
- Hotelfaxnumber Strict F1: 0.2018
- Hotelfaxnumber Ent Type Precision: 0.1297
- Hotelfaxnumber Ent Type Recall: 0.9052
- Hotelfaxnumber Ent Type F1: 0.2270
- Hotelfaxnumber Partial Precision: 0.1228
- Hotelfaxnumber Partial Recall: 0.8570
- Hotelfaxnumber Partial F1: 0.2149
- Hotelfaxnumber Exact Precision: 0.1155
- Hotelfaxnumber Exact Recall: 0.8060
- Hotelfaxnumber Exact F1: 0.2021
- Cardnumber Strict Precision: 0.0069
- Cardnumber Strict Recall: 0.3431
- Cardnumber Strict F1: 0.0135
- Cardnumber Ent Type Precision: 0.0092
- Cardnumber Ent Type Recall: 0.4581
- Cardnumber Ent Type F1: 0.0180
- Cardnumber Partial Precision: 0.0081
- Cardnumber Partial Recall: 0.4046
- Cardnumber Partial F1: 0.0159
- Cardnumber Exact Precision: 0.0070
- Cardnumber Exact Recall: 0.3461
- Cardnumber Exact F1: 0.0136
- Taxamount Strict Precision: 0.0794
- Taxamount Strict Recall: 0.7931
- Taxamount Strict F1: 0.1444
- Taxamount Ent Type Precision: 0.0890
- Taxamount Ent Type Recall: 0.8888
- Taxamount Ent Type F1: 0.1618
- Taxamount Partial Precision: 0.0844
- Taxamount Partial Recall: 0.8434
- Taxamount Partial F1: 0.1535
- Taxamount Exact Precision: 0.0796
- Taxamount Exact Recall: 0.7952
- Taxamount Exact F1: 0.1447
- Arrivaltrainno Strict Precision: 0.0000
- Arrivaltrainno Strict Recall: 0.1429
- Arrivaltrainno Strict F1: 0.0000
- Arrivaltrainno Ent Type Precision: 0.0000
- Arrivaltrainno Ent Type Recall: 0.1429
- Arrivaltrainno Ent Type F1: 0.0000
- Arrivaltrainno Partial Precision: 0.0000
- Arrivaltrainno Partial Recall: 0.2857
- Arrivaltrainno Partial F1: 0.0001
- Arrivaltrainno Exact Precision: 0.0000
- Arrivaltrainno Exact Recall: 0.2857
- Arrivaltrainno Exact F1: 0.0001
- Hotelname Strict Precision: 0.1015
- Hotelname Strict Recall: 0.3574
- Hotelname Strict F1: 0.1582
- Hotelname Ent Type Precision: 0.1588
- Hotelname Ent Type Recall: 0.5589
- Hotelname Ent Type F1: 0.2473
- Hotelname Partial Precision: 0.1315
- Hotelname Partial Recall: 0.4629
- Hotelname Partial F1: 0.2048
- Hotelname Exact Precision: 0.1018
- Hotelname Exact Recall: 0.3582
- Hotelname Exact F1: 0.1585
- Hotelemail Strict Precision: 0.1659
- Hotelemail Strict Recall: 0.8925
- Hotelemail Strict F1: 0.2798
- Hotelemail Ent Type Precision: 0.1722
- Hotelemail Ent Type Recall: 0.9262
- Hotelemail Ent Type F1: 0.2904
- Hotelemail Partial Precision: 0.1691
- Hotelemail Partial Recall: 0.9098
- Hotelemail Partial F1: 0.2852
- Hotelemail Exact Precision: 0.1660
- Hotelemail Exact Recall: 0.8929
- Hotelemail Exact F1: 0.2799
- Externalreservationnumber Strict Precision: 0.0049
- Externalreservationnumber Strict Recall: 0.3333
- Externalreservationnumber Strict F1: 0.0096
- Externalreservationnumber Ent Type Precision: 0.0051
- Externalreservationnumber Ent Type Recall: 0.3458
- Externalreservationnumber Ent Type F1: 0.0100
- Externalreservationnumber Partial Precision: 0.0086
- Externalreservationnumber Partial Recall: 0.5896
- Externalreservationnumber Partial F1: 0.0170
- Externalreservationnumber Exact Precision: 0.0081
- Externalreservationnumber Exact Recall: 0.5542
- Externalreservationnumber Exact F1: 0.0160
- Companyvatnumber Strict Precision: 0.0495
- Companyvatnumber Strict Recall: 0.6472
- Companyvatnumber Strict F1: 0.0920
- Companyvatnumber Ent Type Precision: 0.0524
- Companyvatnumber Ent Type Recall: 0.6850
- Companyvatnumber Ent Type F1: 0.0973
- Companyvatnumber Partial Precision: 0.0566
- Companyvatnumber Partial Recall: 0.7407
- Companyvatnumber Partial F1: 0.1052
- Companyvatnumber Exact Precision: 0.0549
- Companyvatnumber Exact Recall: 0.7177
- Companyvatnumber Exact F1: 0.1020
- Documenttype Strict Precision: 0.1868
- Documenttype Strict Recall: 0.7803
- Documenttype Strict F1: 0.3015
- Documenttype Ent Type Precision: 0.2032
- Documenttype Ent Type Recall: 0.8487
- Documenttype Ent Type F1: 0.3279
- Documenttype Partial Precision: 0.1953
- Documenttype Partial Recall: 0.8156
- Documenttype Partial F1: 0.3151
- Documenttype Exact Precision: 0.1869
- Documenttype Exact Recall: 0.7808
- Documenttype Exact F1: 0.3017
- Reservationnumber Strict Precision: 0.0286
- Reservationnumber Strict Recall: 0.4934
- Reservationnumber Strict F1: 0.0540
- Reservationnumber Ent Type Precision: 0.0301
- Reservationnumber Ent Type Recall: 0.5202
- Reservationnumber Ent Type F1: 0.0569
- Reservationnumber Partial Precision: 0.0374
- Reservationnumber Partial Recall: 0.6453
- Reservationnumber Partial F1: 0.0706
- Reservationnumber Exact Precision: 0.0358
- Reservationnumber Exact Recall: 0.6181
- Reservationnumber Exact F1: 0.0676
- Grossamount Strict Precision: 0.1509
- Grossamount Strict Recall: 0.6846
- Grossamount Strict F1: 0.2473
- Grossamount Ent Type Precision: 0.1654
- Grossamount Ent Type Recall: 0.7504
- Grossamount Ent Type F1: 0.2711
- Grossamount Partial Precision: 0.1599
- Grossamount Partial Recall: 0.7254
- Grossamount Partial F1: 0.2620
- Grossamount Exact Precision: 0.1521
- Grossamount Exact Recall: 0.6902
- Grossamount Exact F1: 0.2493

## 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: 2e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.0625
- 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 | 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 | 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 | 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 | Trafficdate Strict Precision | Trafficdate Strict Recall | Trafficdate Strict F1 | Trafficdate Ent Type Precision | Trafficdate Ent Type Recall | Trafficdate Ent Type F1 | Trafficdate Partial Precision | Trafficdate Partial Recall | Trafficdate Partial F1 | Trafficdate Exact Precision | Trafficdate Exact Recall | Trafficdate Exact F1 | 0 Strict Precision | 0 Strict Recall | 0 Strict F1 | 0 Ent Type Precision | 0 Ent Type Recall | 0 Ent Type F1 | 0 Partial Precision | 0 Partial Recall | 0 Partial F1 | 0 Exact Precision | 0 Exact Recall | 0 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 | Crewtype Strict Precision | Crewtype Strict Recall | Crewtype Strict F1 | Crewtype Ent Type Precision | Crewtype Ent Type Recall | Crewtype Ent Type F1 | Crewtype Partial Precision | Crewtype Partial Recall | Crewtype Partial F1 | Crewtype Exact Precision | Crewtype Exact Recall | Crewtype 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | Checkout Strict Precision | Checkout Strict Recall | Checkout Strict F1 | Checkout Ent Type Precision | Checkout Ent Type Recall | Checkout Ent Type F1 | Checkout Partial Precision | Checkout Partial Recall | Checkout Partial F1 | Checkout Exact Precision | Checkout Exact Recall | Checkout Exact F1 | Companyaddress Strict Precision | Companyaddress Strict Recall | Companyaddress Strict F1 | Companyaddress Ent Type Precision | Companyaddress Ent Type Recall | Companyaddress Ent Type F1 | Companyaddress Partial Precision | Companyaddress Partial Recall | Companyaddress Partial F1 | Companyaddress Exact Precision | Companyaddress Exact Recall | Companyaddress Exact F1 | 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 | Pageno Strict Precision | Pageno Strict Recall | Pageno Strict F1 | Pageno Ent Type Precision | Pageno Ent Type Recall | Pageno Ent Type F1 | Pageno Partial Precision | Pageno Partial Recall | Pageno Partial F1 | Pageno Exact Precision | Pageno Exact Recall | Pageno 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | Arrivaltrainno Strict Precision | Arrivaltrainno Strict Recall | Arrivaltrainno Strict F1 | Arrivaltrainno Ent Type Precision | Arrivaltrainno Ent Type Recall | Arrivaltrainno Ent Type F1 | Arrivaltrainno Partial Precision | Arrivaltrainno Partial Recall | Arrivaltrainno Partial F1 | Arrivaltrainno Exact Precision | Arrivaltrainno Exact Recall | Arrivaltrainno 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 | 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 | 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 | 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 | 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 | 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 |
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| 0.1313        | 1.0   | 9043  | 0.2153          | 0.7768                   | 0.7203                | 0.7475            | 0.8593                     | 0.7968                  | 0.8269              | 0.8317                    | 0.7712                 | 0.8003             | 0.7876                  | 0.7303               | 0.7578           | 0.1827                         | 0.5565                      | 0.2751                  | 0.2464                           | 0.7502                        | 0.3709                    | 0.2163                          | 0.6586                       | 0.3256                   | 0.1837                        | 0.5595                     | 0.2766                 | 0.1854                            | 0.8053                         | 0.3014                     | 0.2094                              | 0.9096                           | 0.3404                       | 0.1976                             | 0.8583                          | 0.3213                      | 0.1855                           | 0.8059                        | 0.3016                    | 0.1985                        | 0.7035                     | 0.3096                 | 0.2102                          | 0.7449                       | 0.3279                   | 0.2065                         | 0.7318                      | 0.3221                  | 0.2002                       | 0.7096                    | 0.3123                | 0.0                          | 0                         | 0                     | 0.0                            | 0                           | 0                       | 0.0                           | 0                          | 0                      | 0.0                         | 0                        | 0                    | 0.0                | 0               | 0           | 0.0                  | 0                 | 0             | 0.0                 | 0                | 0            | 0.0               | 0              | 0          | 0.0971                     | 0.6771                  | 0.1698              | 0.1121                       | 0.7817                    | 0.1961                | 0.1070                      | 0.7464                   | 0.1872               | 0.0991                    | 0.6907                 | 0.1733             | 0.0                       | 0                      | 0                  | 0.0                         | 0                        | 0                    | 0.0                        | 0                       | 0                   | 0.0                      | 0                     | 0                 | 0.2319                         | 0.8528                      | 0.3647                  | 0.2471                           | 0.9087                        | 0.3886                    | 0.2410                          | 0.8861                       | 0.3789                   | 0.2332                        | 0.8574                     | 0.3666                 | 0.2582                  | 0.8249               | 0.3934           | 0.2596                    | 0.8293                 | 0.3954             | 0.2619                   | 0.8366                | 0.3989            | 0.2611                 | 0.8339              | 0.3977          | 0.2291                       | 0.8241                    | 0.3585                | 0.2447                         | 0.8801                      | 0.3829                  | 0.2435                        | 0.8758                     | 0.3810                 | 0.2344                      | 0.8431                   | 0.3668               | 0.1889                     | 0.6458                  | 0.2923              | 0.2052                       | 0.7016                    | 0.3175                | 0.2026                      | 0.6926                   | 0.3135               | 0.1929                    | 0.6594                 | 0.2985             | 0.2458                          | 0.9124                       | 0.3873                   | 0.2520                            | 0.9355                         | 0.3971                     | 0.2527                           | 0.9381                        | 0.3982                    | 0.2490                         | 0.9240                      | 0.3922                  | 0.1061                        | 0.4866                     | 0.1743                 | 0.1069                          | 0.4899                       | 0.1755                   | 0.1066                         | 0.4888                      | 0.1751                  | 0.1062                       | 0.4870                    | 0.1744                | 0.0                               | 0                              | 0                          | 0.0                                 | 0                                | 0                            | 0.0                                | 0                               | 0                           | 0.0                              | 0                             | 0                         | 0.0559                        | 0.7526                     | 0.1041                 | 0.0571                          | 0.7681                       | 0.1062                   | 0.0584                         | 0.7855                      | 0.1086                  | 0.0578                       | 0.7773                    | 0.1075                | 0.2736                    | 0.9022                 | 0.4199             | 0.2780                      | 0.9166                   | 0.4266               | 0.2777                     | 0.9158                  | 0.4262              | 0.2753                   | 0.9078                | 0.4225            | 0.2118                          | 0.7496                       | 0.3303                   | 0.2521                            | 0.8922                         | 0.3931                     | 0.2361                           | 0.8356                        | 0.3682                    | 0.2140                         | 0.7575                      | 0.3338                  | 0.1959                       | 0.6862                    | 0.3048                | 0.2468                         | 0.8645                      | 0.3840                  | 0.2245                        | 0.7864                     | 0.3493                 | 0.1975                      | 0.6915                   | 0.3072               | 0.1379                  | 0.8418               | 0.2369           | 0.1393                    | 0.8506                 | 0.2394             | 0.1387                   | 0.8470                | 0.2384            | 0.1380                 | 0.8427              | 0.2372          | 0.1417                          | 0.6711                       | 0.2340                   | 0.1514                            | 0.7170                         | 0.2500                     | 0.1552                           | 0.7351                        | 0.2563                    | 0.1493                         | 0.7071                      | 0.2465                  | 0.1611                          | 0.8562                       | 0.2712                   | 0.1623                            | 0.8626                         | 0.2732                     | 0.1660                           | 0.8821                        | 0.2794                    | 0.1651                         | 0.8776                      | 0.2780                  | 0.1431                        | 0.4729                     | 0.2197                 | 0.2081                          | 0.6877                       | 0.3195                   | 0.1776                         | 0.5870                      | 0.2727                  | 0.1435                       | 0.4743                    | 0.2204                | 0.0529                    | 0.4852                 | 0.0955             | 0.0605                      | 0.5546                   | 0.1091               | 0.0568                     | 0.5207                  | 0.1025              | 0.0530                   | 0.4860                | 0.0956            | 0.2416                       | 0.8942                    | 0.3805                | 0.2496                         | 0.9238                      | 0.3931                  | 0.2475                        | 0.9157                     | 0.3896                 | 0.2434                      | 0.9005                   | 0.3832               | 0.0265                         | 0.5646                      | 0.0507                  | 0.0293                           | 0.6232                        | 0.0559                    | 0.0307                          | 0.6540                       | 0.0587                   | 0.0290                        | 0.6174                     | 0.0554                 | 0.2745                   | 0.9019                | 0.4209            | 0.2808                     | 0.9226                  | 0.4306              | 0.2804                    | 0.9212                 | 0.4299             | 0.2768                  | 0.9095               | 0.4245           | 0.0417                        | 0.5270                     | 0.0773                 | 0.0446                          | 0.5638                       | 0.0826                   | 0.0468                         | 0.5920                      | 0.0868                  | 0.0451                       | 0.5700                    | 0.0836                | 0.1335                          | 0.8149                       | 0.2295                   | 0.1473                            | 0.8991                         | 0.2532                     | 0.1407                           | 0.8586                        | 0.2418                    | 0.1337                         | 0.8160                      | 0.2298                  | 0.0095                      | 0.3658                   | 0.0185               | 0.0126                        | 0.4857                     | 0.0246                 | 0.0111                       | 0.4275                    | 0.0216                | 0.0095                     | 0.3676                  | 0.0186              | 0.0912                     | 0.7012                  | 0.1615              | 0.1024                       | 0.7866                    | 0.1811                | 0.0982                      | 0.7547                   | 0.1738               | 0.0920                    | 0.7072                 | 0.1628             | 0.0                             | 0                            | 0                        | 0.0                               | 0                              | 0                          | 0.0                              | 0                             | 0                         | 0.0                            | 0                           | 0                       | 0.1145                     | 0.3407                  | 0.1715              | 0.1861                       | 0.5535                    | 0.2785                | 0.1519                      | 0.4518                   | 0.2273               | 0.1148                    | 0.3413                 | 0.1718             | 0.1865                      | 0.8654                   | 0.3069               | 0.1936                        | 0.8984                     | 0.3186                 | 0.1901                       | 0.8822                    | 0.3128                | 0.1865                     | 0.8657                  | 0.3070              | 0.0003                                     | 0.0531                                  | 0.0006                              | 0.0019                                       | 0.3540                                    | 0.0037                                | 0.0027                                      | 0.5111                                   | 0.0054                               | 0.0015                                    | 0.2876                                 | 0.0030                             | 0.0624                            | 0.6359                         | 0.1136                     | 0.0675                              | 0.6879                           | 0.1229                       | 0.0721                             | 0.7352                          | 0.1314                      | 0.0690                           | 0.7030                        | 0.1256                    | 0.2084                        | 0.7396                     | 0.3252                 | 0.2294                          | 0.8143                       | 0.3580                   | 0.2192                         | 0.7778                      | 0.3420                  | 0.2085                       | 0.7399                    | 0.3253                | 0.0384                             | 0.5054                          | 0.0714                      | 0.0395                               | 0.5198                            | 0.0734                        | 0.0502                              | 0.6604                           | 0.0933                       | 0.0482                            | 0.6344                         | 0.0896                     | 0.1747                       | 0.6239                    | 0.2729                | 0.1908                         | 0.6818                      | 0.2982                  | 0.1855                        | 0.6626                     | 0.2898                 | 0.1769                      | 0.6319                   | 0.2764               |
| 0.0961        | 2.0   | 18086 | 0.2377          | 0.7800                   | 0.7337                | 0.7561            | 0.8584                     | 0.8074                  | 0.8321              | 0.8324                    | 0.7829                 | 0.8069             | 0.7907                  | 0.7437               | 0.7665           | 0.1858                         | 0.5652                      | 0.2797                  | 0.2499                           | 0.7601                        | 0.3761                    | 0.2197                          | 0.6681                       | 0.3306                   | 0.1869                        | 0.5686                     | 0.2814                 | 0.1823                            | 0.8051                         | 0.2973                     | 0.2068                              | 0.9135                           | 0.3373                       | 0.1948                             | 0.8603                          | 0.3177                      | 0.1824                           | 0.8058                        | 0.2975                    | 0.1957                        | 0.7056                     | 0.3065                 | 0.2073                          | 0.7473                       | 0.3246                   | 0.2035                         | 0.7335                      | 0.3186                  | 0.1973                       | 0.7113                    | 0.3089                | 0.0                          | 0                         | 0                     | 0.0                            | 0                           | 0                       | 0.0                           | 0                          | 0                      | 0.0                         | 0                        | 0                    | 0.0                | 0               | 0           | 0.0                  | 0                 | 0             | 0.0                 | 0                | 0            | 0.0               | 0              | 0          | 0.1006                     | 0.7177                  | 0.1765              | 0.1141                       | 0.8135                    | 0.2001                | 0.1088                      | 0.7758                   | 0.1908               | 0.1018                    | 0.7256                 | 0.1785             | 0.0                       | 0                      | 0                  | 0.0                         | 0                        | 0                    | 0.0                        | 0                       | 0                   | 0.0                      | 0                     | 0                 | 0.2313                         | 0.8602                      | 0.3646                  | 0.2447                           | 0.9101                        | 0.3857                    | 0.2397                          | 0.8916                       | 0.3779                   | 0.2329                        | 0.8661                     | 0.3671                 | 0.2621                  | 0.8176               | 0.3970           | 0.2638                    | 0.8228                 | 0.3995             | 0.2670                   | 0.8326                | 0.4043            | 0.2658                 | 0.8291              | 0.4026          | 0.2271                       | 0.8309                    | 0.3567                | 0.2428                         | 0.8883                      | 0.3814                  | 0.2406                        | 0.8802                     | 0.3779                 | 0.2317                      | 0.8476                   | 0.3639               | 0.1870                     | 0.6593                  | 0.2914              | 0.2011                       | 0.7087                    | 0.3132                | 0.1986                      | 0.7002                   | 0.3095               | 0.1907                    | 0.6723                 | 0.2971             | 0.2441                          | 0.8959                       | 0.3837                   | 0.2504                            | 0.9187                         | 0.3935                     | 0.2508                           | 0.9204                        | 0.3942                    | 0.2470                         | 0.9064                      | 0.3882                  | 0.1060                        | 0.5111                     | 0.1755                 | 0.1066                          | 0.5141                       | 0.1765                   | 0.1064                         | 0.5132                      | 0.1762                  | 0.1060                       | 0.5115                    | 0.1757                | 0.0                               | 0.0                            | 0                          | 0.0                                 | 0.0                              | 0                            | 0.0                                | 0.0                             | 0                           | 0.0                              | 0.0                           | 0                         | 0.0553                        | 0.7128                     | 0.1026                 | 0.0566                          | 0.7305                       | 0.1051                   | 0.0590                         | 0.7607                      | 0.1095                  | 0.0581                       | 0.7487                    | 0.1077                | 0.2699                    | 0.9184                 | 0.4172             | 0.2729                      | 0.9287                   | 0.4219               | 0.2730                     | 0.9291                  | 0.4221              | 0.2714                   | 0.9236                | 0.4196            | 0.2116                          | 0.7624                       | 0.3313                   | 0.2497                            | 0.8997                         | 0.3909                     | 0.2343                           | 0.8441                        | 0.3667                    | 0.2134                         | 0.7689                      | 0.3341                  | 0.2004                       | 0.7193                    | 0.3135                | 0.2448                         | 0.8787                      | 0.3829                  | 0.2256                        | 0.8097                     | 0.3529                 | 0.2019                      | 0.7245                   | 0.3158               | 0.1378                  | 0.8258               | 0.2361           | 0.1395                    | 0.8361                 | 0.2391             | 0.1387                   | 0.8315                | 0.2378            | 0.1379                 | 0.8264              | 0.2363          | 0.1355                          | 0.6892                       | 0.2264                   | 0.1470                            | 0.7478                         | 0.2457                     | 0.1502                           | 0.7644                        | 0.2511                    | 0.1436                         | 0.7308                      | 0.2401                  | 0.1591                          | 0.8633                       | 0.2686                   | 0.1603                            | 0.8703                         | 0.2708                     | 0.1642                           | 0.8911                        | 0.2773                    | 0.1633                         | 0.8863                      | 0.2758                  | 0.1448                        | 0.4917                     | 0.2237                 | 0.2055                          | 0.6977                       | 0.3175                   | 0.1771                         | 0.6013                      | 0.2736                  | 0.1453                       | 0.4933                    | 0.2245                | 0.0508                    | 0.5070                 | 0.0924             | 0.0574                      | 0.5728                   | 0.1044               | 0.0542                     | 0.5411                  | 0.0986              | 0.0509                   | 0.5081                | 0.0926            | 0.2419                       | 0.9120                    | 0.3824                | 0.2481                         | 0.9355                      | 0.3922                  | 0.2470                        | 0.9313                     | 0.3905                 | 0.2439                      | 0.9195                   | 0.3855               | 0.0281                         | 0.5998                      | 0.0536                  | 0.0301                           | 0.6429                        | 0.0575                    | 0.0323                          | 0.6912                       | 0.0618                   | 0.0311                        | 0.6644                     | 0.0594                 | 0.2703                   | 0.9090                | 0.4166            | 0.2752                     | 0.9255                  | 0.4242              | 0.2754                    | 0.9263                 | 0.4246             | 0.2726                  | 0.9169               | 0.4202           | 0.0285                        | 0.4977                     | 0.0539                 | 0.0317                          | 0.5532                       | 0.0599                   | 0.0319                         | 0.5575                      | 0.0604                  | 0.0300                       | 0.5242                    | 0.0568                | 0.1305                          | 0.8307                       | 0.2256                   | 0.1445                            | 0.9196                         | 0.2497                     | 0.1376                           | 0.8762                        | 0.2379                    | 0.1305                         | 0.8309                      | 0.2256                  | 0.0067                      | 0.3166                   | 0.0130               | 0.0089                        | 0.4236                     | 0.0175                 | 0.0079                       | 0.3739                    | 0.0154                | 0.0067                     | 0.3199                  | 0.0132              | 0.0892                     | 0.7765                  | 0.1600              | 0.0994                       | 0.8659                    | 0.1784                | 0.0946                      | 0.8239                   | 0.1697               | 0.0894                    | 0.7782                 | 0.1603             | 0.0                             | 0                            | 0                        | 0.0                               | 0                              | 0                          | 0.0                              | 0                             | 0                         | 0.0                            | 0                           | 0                       | 0.1194                     | 0.3455                  | 0.1775              | 0.1873                       | 0.5419                    | 0.2784                | 0.1550                      | 0.4484                   | 0.2304               | 0.1196                    | 0.3460                 | 0.1778             | 0.1839                      | 0.8883                   | 0.3048               | 0.1911                        | 0.9228                     | 0.3166                 | 0.1876                       | 0.9059                    | 0.3108                | 0.1840                     | 0.8886                  | 0.3049              | 0.0052                                     | 0.4028                                  | 0.0103                              | 0.0059                                       | 0.4541                                    | 0.0117                                | 0.0084                                      | 0.6422                                   | 0.0165                               | 0.0079                                    | 0.6060                                 | 0.0156                             | 0.0594                            | 0.6702                         | 0.1091                     | 0.0633                              | 0.7144                           | 0.1164                       | 0.0674                             | 0.7604                          | 0.1238                      | 0.0651                           | 0.7346                        | 0.1196                    | 0.2067                        | 0.7807                     | 0.3268                 | 0.2241                          | 0.8466                       | 0.3544                   | 0.2155                         | 0.8143                      | 0.3409                  | 0.2068                       | 0.7811                    | 0.3270                | 0.0361                             | 0.4830                          | 0.0671                      | 0.0374                               | 0.5010                            | 0.0696                        | 0.0481                              | 0.6445                           | 0.0895                       | 0.0459                            | 0.6155                         | 0.0855                     | 0.1719                       | 0.6660                    | 0.2733                | 0.1874                         | 0.7260                      | 0.2979                  | 0.1822                        | 0.7058                     | 0.2896                 | 0.1739                      | 0.6739                   | 0.2765               |
| 0.0781        | 3.0   | 27129 | 0.2392          | 0.7800                   | 0.7368                | 0.7578            | 0.8586                     | 0.8111                  | 0.8342              | 0.8311                    | 0.7851                 | 0.8075             | 0.7895                  | 0.7458               | 0.7670           | 0.1842                         | 0.5561                      | 0.2767                  | 0.2481                           | 0.7490                        | 0.3727                    | 0.2177                          | 0.6572                       | 0.3270                   | 0.1851                        | 0.5589                     | 0.2781                 | 0.1820                            | 0.8088                         | 0.2972                     | 0.2052                              | 0.9118                           | 0.3350                       | 0.1938                             | 0.8610                          | 0.3163                      | 0.1822                           | 0.8094                        | 0.2974                    | 0.1960                        | 0.7363                     | 0.3096                 | 0.2068                          | 0.7768                       | 0.3266                   | 0.2030                         | 0.7626                      | 0.3207                  | 0.1973                       | 0.7410                    | 0.3116                | 0.0                          | 0                         | 0                     | 0.0                            | 0                           | 0                       | 0.0                           | 0                          | 0                      | 0.0                         | 0                        | 0                    | 0.0                | 0               | 0           | 0.0                  | 0                 | 0             | 0.0                 | 0                | 0            | 0.0               | 0              | 0          | 0.1018                     | 0.6957                  | 0.1776              | 0.1154                       | 0.7883                    | 0.2013                | 0.1103                      | 0.7536                   | 0.1924               | 0.1032                    | 0.7054                 | 0.1801             | 0.0                       | 0                      | 0                  | 0.0                         | 0                        | 0                    | 0.0                        | 0                       | 0                   | 0.0                      | 0                     | 0                 | 0.2269                         | 0.8586                      | 0.3589                  | 0.2410                           | 0.9121                        | 0.3812                    | 0.2356                          | 0.8916                       | 0.3727                   | 0.2284                        | 0.8645                     | 0.3614                 | 0.2611                  | 0.8153               | 0.3955           | 0.2635                    | 0.8228                 | 0.3991             | 0.2656                   | 0.8295                | 0.4024            | 0.2643                 | 0.8253              | 0.4004          | 0.2263                       | 0.8406                    | 0.3566                | 0.2403                         | 0.8926                      | 0.3787                  | 0.2391                        | 0.8881                     | 0.3768                 | 0.2312                      | 0.8586                   | 0.3642               | 0.1895                     | 0.6929                  | 0.2976              | 0.2020                       | 0.7385                    | 0.3172                | 0.1992                      | 0.7283                   | 0.3128               | 0.1919                    | 0.7015                 | 0.3013             | 0.2413                          | 0.9049                       | 0.3810                   | 0.2484                            | 0.9315                         | 0.3922                     | 0.2482                           | 0.9307                        | 0.3919                    | 0.2441                         | 0.9154                      | 0.3854                  | 0.1109                        | 0.4707                     | 0.1795                 | 0.1117                          | 0.4742                       | 0.1808                   | 0.1115                         | 0.4731                      | 0.1804                  | 0.1110                       | 0.4712                    | 0.1797                | 0.0                               | 0.0                            | 0                          | 0.0                                 | 0.0                              | 0                            | 0.0                                | 0.0                             | 0                           | 0.0                              | 0.0                           | 0                         | 0.0563                        | 0.7385                     | 0.1046                 | 0.0571                          | 0.7495                       | 0.1062                   | 0.0592                         | 0.7765                      | 0.1100                  | 0.0587                       | 0.7696                    | 0.1090                | 0.2650                    | 0.9247                 | 0.4120             | 0.2696                      | 0.9407                   | 0.4191               | 0.2687                     | 0.9373                  | 0.4176              | 0.2663                   | 0.9290                | 0.4139            | 0.2100                          | 0.7623                       | 0.3292                   | 0.2479                            | 0.9000                         | 0.3887                     | 0.2325                           | 0.8440                        | 0.3645                    | 0.2118                         | 0.7689                      | 0.3321                  | 0.1990                       | 0.7234                    | 0.3121                | 0.2431                         | 0.8838                      | 0.3813                  | 0.2234                        | 0.8124                     | 0.3505                 | 0.2000                      | 0.7271                   | 0.3137               | 0.1363                  | 0.8237               | 0.2338           | 0.1376                    | 0.8318                 | 0.2361             | 0.1370                   | 0.8282                | 0.2351            | 0.1363                 | 0.8241              | 0.2340          | 0.1329                          | 0.6982                       | 0.2233                   | 0.1418                            | 0.7453                         | 0.2383                     | 0.1457                           | 0.7655                        | 0.2448                    | 0.1406                         | 0.7390                      | 0.2363                  | 0.1575                          | 0.8687                       | 0.2667                   | 0.1589                            | 0.8764                         | 0.2691                     | 0.1623                           | 0.8951                        | 0.2748                    | 0.1613                         | 0.8898                      | 0.2731                  | 0.1423                        | 0.4972                     | 0.2212                 | 0.2052                          | 0.7173                       | 0.3192                   | 0.1758                         | 0.6144                      | 0.2734                  | 0.1426                       | 0.4985                    | 0.2218                | 0.0489                    | 0.5158                 | 0.0894             | 0.0555                      | 0.5845                   | 0.1013               | 0.0524                     | 0.5523                  | 0.0957              | 0.0491                   | 0.5178                | 0.0897            | 0.2397                       | 0.9208                    | 0.3804                | 0.2447                         | 0.9397                      | 0.3882                  | 0.2438                        | 0.9365                     | 0.3869                 | 0.2412                      | 0.9266                   | 0.3828               | 0.0220                         | 0.5691                      | 0.0424                  | 0.0248                           | 0.6394                        | 0.0477                    | 0.0263                          | 0.6794                       | 0.0507                   | 0.0245                        | 0.6325                     | 0.0472                 | 0.2657                   | 0.9160                | 0.4119            | 0.2712                     | 0.9352                  | 0.4205              | 0.2706                    | 0.9331                 | 0.4196             | 0.2675                  | 0.9224               | 0.4147           | 0.0289                        | 0.5012                     | 0.0547                 | 0.0328                          | 0.5687                       | 0.0621                   | 0.0329                         | 0.5702                      | 0.0622                  | 0.0307                       | 0.5315                    | 0.0580                | 0.1302                          | 0.8221                       | 0.2247                   | 0.1443                            | 0.9116                         | 0.2492                     | 0.1375                           | 0.8685                        | 0.2374                    | 0.1304                         | 0.8235                      | 0.2251                  | 0.0077                      | 0.3020                   | 0.0149               | 0.0105                        | 0.4149                     | 0.0205                 | 0.0092                       | 0.3611                    | 0.0178                | 0.0077                     | 0.3047                  | 0.0151              | 0.0897                     | 0.7205                  | 0.1596              | 0.1015                       | 0.8150                    | 0.1805                | 0.0960                      | 0.7712                   | 0.1708               | 0.0900                    | 0.7229                 | 0.1601             | 0.0                             | 0                            | 0                        | 0.0                               | 0                              | 0                          | 0.0                              | 0                             | 0                         | 0.0                            | 0                           | 0                       | 0.1162                     | 0.3565                  | 0.1752              | 0.1824                       | 0.5597                    | 0.2751                | 0.1510                      | 0.4635                   | 0.2278               | 0.1164                    | 0.3572                 | 0.1756             | 0.1816                      | 0.8908                   | 0.3017               | 0.1889                        | 0.9267                     | 0.3138                 | 0.1853                       | 0.9091                    | 0.3079                | 0.1817                     | 0.8911                  | 0.3018              | 0.0049                                     | 0.3530                                  | 0.0096                              | 0.0054                                       | 0.3875                                    | 0.0106                                | 0.0087                                      | 0.6297                                   | 0.0172                               | 0.0082                                    | 0.5911                                 | 0.0161                             | 0.0578                            | 0.6503                         | 0.1062                     | 0.0616                              | 0.6924                           | 0.1131                       | 0.0657                             | 0.7394                          | 0.1208                      | 0.0633                           | 0.7121                        | 0.1163                    | 0.2091                        | 0.7885                     | 0.3306                 | 0.2263                          | 0.8532                       | 0.3577                   | 0.2179                         | 0.8218                      | 0.3445                  | 0.2093                       | 0.7891                    | 0.3308                | 0.0323                             | 0.5237                          | 0.0608                      | 0.0333                               | 0.5402                            | 0.0627                        | 0.0398                              | 0.6453                           | 0.0749                       | 0.0385                            | 0.6241                         | 0.0725                     | 0.1739                       | 0.6708                    | 0.2762                | 0.1898                         | 0.7323                      | 0.3015                  | 0.1838                        | 0.7090                     | 0.2919                 | 0.1754                      | 0.6768                   | 0.2786               |
| 0.0687        | 4.0   | 36172 | 0.2464          | 0.7668                   | 0.7393                | 0.7528            | 0.8458                     | 0.8155                  | 0.8304              | 0.8182                    | 0.7889                 | 0.8033             | 0.7762                  | 0.7484               | 0.7621           | 0.1745                         | 0.5574                      | 0.2658                  | 0.2364                           | 0.7553                        | 0.3601                    | 0.2071                          | 0.6617                       | 0.3155                   | 0.1754                        | 0.5602                     | 0.2671                 | 0.1650                            | 0.7916                         | 0.2731                     | 0.1891                              | 0.9073                           | 0.3130                       | 0.1772                             | 0.8504                          | 0.2933                      | 0.1651                           | 0.7921                        | 0.2732                    | 0.1797                        | 0.7173                     | 0.2875                 | 0.1893                          | 0.7554                       | 0.3027                   | 0.1866                         | 0.7447                      | 0.2985                  | 0.1815                       | 0.7243                    | 0.2903                | 0.0                          | 0                         | 0                     | 0.0                            | 0                           | 0                       | 0.0                           | 0                          | 0                      | 0.0                         | 0                        | 0                    | 0.0                | 0               | 0           | 0.0                  | 0                 | 0             | 0.0                 | 0                | 0            | 0.0               | 0              | 0          | 0.0907                     | 0.7471                  | 0.1617              | 0.1017                       | 0.8380                    | 0.1814                | 0.0974                      | 0.8025                   | 0.1737               | 0.0917                    | 0.7557                 | 0.1636             | 0.0                       | 0                      | 0                  | 0.0                         | 0                        | 0                    | 0.0                        | 0                       | 0                   | 0.0                      | 0                     | 0                 | 0.2069                         | 0.8775                      | 0.3349                  | 0.2180                           | 0.9246                        | 0.3528                    | 0.2137                          | 0.9065                       | 0.3459                   | 0.2081                        | 0.8825                     | 0.3367                 | 0.2378                  | 0.8492               | 0.3716           | 0.2388                    | 0.8527                 | 0.3731             | 0.2408                   | 0.8597                | 0.3762            | 0.2402                 | 0.8576              | 0.3753          | 0.2104                       | 0.8507                    | 0.3373                | 0.2233                         | 0.9030                      | 0.3581                  | 0.2213                        | 0.8950                     | 0.3549                 | 0.2140                      | 0.8655                   | 0.3432               | 0.1705                     | 0.6680                  | 0.2716              | 0.1840                       | 0.7210                    | 0.2932                | 0.1819                      | 0.7126                   | 0.2898               | 0.1740                    | 0.6819                 | 0.2773             | 0.2250                          | 0.9222                       | 0.3617                   | 0.2308                            | 0.9460                         | 0.3710                     | 0.2300                           | 0.9427                        | 0.3698                    | 0.2266                         | 0.9287                      | 0.3643                  | 0.0866                        | 0.5126                     | 0.1481                 | 0.0867                          | 0.5132                       | 0.1483                   | 0.0870                         | 0.5150                      | 0.1488                  | 0.0866                       | 0.5129                    | 0.1482                | 0.0                               | 0.0                            | 0                          | 0.0                                 | 0.0                              | 0                            | 0.0                                | 0.0                             | 0                           | 0.0                              | 0.0                           | 0                         | 0.0509                        | 0.7439                     | 0.0952                 | 0.0517                          | 0.7566                       | 0.0969                   | 0.0539                         | 0.7879                      | 0.1009                  | 0.0533                       | 0.7791                    | 0.0997                | 0.2487                    | 0.9263                 | 0.3921             | 0.2515                      | 0.9368                   | 0.3965               | 0.2517                     | 0.9374                  | 0.3968              | 0.2501                   | 0.9317                | 0.3944            | 0.1895                          | 0.7439                       | 0.3021                   | 0.2293                            | 0.9002                         | 0.3655                     | 0.2113                           | 0.8293                        | 0.3368                    | 0.1904                         | 0.7473                      | 0.3035                  | 0.1844                       | 0.7138                    | 0.2931                | 0.2261                         | 0.8749                      | 0.3593                  | 0.2070                        | 0.8010                     | 0.3290                 | 0.1851                      | 0.7164                   | 0.2942               | 0.1255                  | 0.8306               | 0.2181           | 0.1268                    | 0.8392                 | 0.2204             | 0.1266                   | 0.8377                | 0.2200            | 0.1260                 | 0.8333              | 0.2188          | 0.1252                          | 0.6922                       | 0.2121                   | 0.1339                            | 0.7401                         | 0.2268                     | 0.1387                           | 0.7667                        | 0.2349                    | 0.1338                         | 0.7398                      | 0.2267                  | 0.1443                          | 0.8837                       | 0.2480                   | 0.1456                            | 0.8918                         | 0.2503                     | 0.1480                           | 0.9066                        | 0.2545                    | 0.1471                         | 0.9013                      | 0.2530                  | 0.1264                        | 0.4589                     | 0.1982                 | 0.1870                          | 0.6786                       | 0.2932                   | 0.1598                         | 0.5800                      | 0.2506                  | 0.1273                       | 0.4620                    | 0.1996                | 0.0425                    | 0.5221                 | 0.0786             | 0.0477                      | 0.5866                   | 0.0883               | 0.0452                     | 0.5557                  | 0.0837              | 0.0426                   | 0.5231                | 0.0787            | 0.2207                       | 0.9134                    | 0.3555                | 0.2275                         | 0.9419                      | 0.3665                  | 0.2253                        | 0.9327                     | 0.3629                 | 0.2218                      | 0.9179                   | 0.3572               | 0.0203                         | 0.6044                      | 0.0393                  | 0.0221                           | 0.6590                        | 0.0428                    | 0.0233                          | 0.6948                       | 0.0451                   | 0.0222                        | 0.6614                     | 0.0430                 | 0.2472                   | 0.9086                | 0.3887            | 0.2533                     | 0.9311                  | 0.3983              | 0.2528                    | 0.9292                 | 0.3975             | 0.2493                  | 0.9161               | 0.3919           | 0.0200                        | 0.4434                     | 0.0383                 | 0.0223                          | 0.4944                       | 0.0427                   | 0.0231                         | 0.5117                      | 0.0442                  | 0.0216                       | 0.4790                    | 0.0414                | 0.1198                          | 0.8193                       | 0.2090                   | 0.1328                            | 0.9082                         | 0.2316                     | 0.1265                           | 0.8657                        | 0.2208                    | 0.1200                         | 0.8208                      | 0.2093                  | 0.0069                      | 0.3246                   | 0.0135               | 0.0096                        | 0.4529                     | 0.0189                 | 0.0083                       | 0.3921                    | 0.0163                | 0.0070                     | 0.3275                  | 0.0136              | 0.0816                     | 0.8004                  | 0.1482              | 0.0899                       | 0.8812                    | 0.1631                | 0.0862                      | 0.8451                   | 0.1564               | 0.0819                    | 0.8028                 | 0.1486             | 0.0                             | 0                            | 0                        | 0.0                               | 0                              | 0                          | 0.0                              | 0                             | 0                         | 0.0                            | 0                           | 0                       | 0.1058                     | 0.3459                  | 0.1620              | 0.1656                       | 0.5417                    | 0.2537                | 0.1375                      | 0.4498                   | 0.2107               | 0.1059                    | 0.3463                 | 0.1622             | 0.1681                      | 0.8819                   | 0.2823               | 0.1756                        | 0.9215                     | 0.2950                 | 0.1719                       | 0.9020                    | 0.2888                | 0.1681                     | 0.8821                  | 0.2824              | 0.0073                                     | 0.3457                                  | 0.0143                              | 0.0079                                       | 0.375                                     | 0.0155                                | 0.0128                                      | 0.6060                                   | 0.0250                               | 0.0119                                    | 0.5625                                 | 0.0232                             | 0.0540                            | 0.6659                         | 0.0999                     | 0.0567                              | 0.7                              | 0.1050                       | 0.0607                             | 0.7488                          | 0.1123                      | 0.0588                           | 0.7251                        | 0.1087                    | 0.1918                        | 0.7904                     | 0.3086                 | 0.2071                          | 0.8537                       | 0.3334                   | 0.1997                         | 0.8230                      | 0.3214                  | 0.1919                       | 0.7908                    | 0.3088                | 0.0298                             | 0.5375                          | 0.0565                      | 0.0309                               | 0.5571                            | 0.0585                        | 0.0361                              | 0.6503                           | 0.0683                       | 0.0351                            | 0.6326                         | 0.0665                     | 0.1525                       | 0.6965                    | 0.2502                | 0.1656                         | 0.7561                      | 0.2717                  | 0.1607                        | 0.7338                     | 0.2636                 | 0.1539                      | 0.7028                   | 0.2525               |
| 0.0584        | 5.0   | 45215 | 0.2477          | 0.7646                   | 0.7338                | 0.7489            | 0.8477                     | 0.8136                  | 0.8303              | 0.8183                    | 0.7854                 | 0.8015             | 0.7745                  | 0.7433               | 0.7586           | 0.1680                         | 0.5462                      | 0.2569                  | 0.2303                           | 0.7490                        | 0.3523                    | 0.2004                          | 0.6515                       | 0.3065                   | 0.1686                        | 0.5482                     | 0.2579                 | 0.1590                            | 0.7600                         | 0.2630                     | 0.1899                              | 0.9078                           | 0.3141                       | 0.1746                             | 0.8346                          | 0.2888                      | 0.1591                           | 0.7605                        | 0.2632                    | 0.1847                        | 0.7309                     | 0.2949                 | 0.1946                          | 0.7701                       | 0.3107                   | 0.1915                         | 0.7581                      | 0.3058                  | 0.1862                       | 0.7370                    | 0.2973                | 0.0                          | 0.0                       | 0                     | 0.0                            | 0.0                         | 0                       | 0.0000                        | 0.125                      | 0.0000                 | 0.0                         | 0.0                      | 0                    | 0.0                | 0               | 0           | 0.0                  | 0                 | 0             | 0.0                 | 0                | 0            | 0.0               | 0              | 0          | 0.0912                     | 0.7548                  | 0.1628              | 0.1033                       | 0.8546                    | 0.1843                | 0.0980                      | 0.8104                   | 0.1748               | 0.0917                    | 0.7586                 | 0.1636             | 0.0                       | 0.0                    | 0                  | 0.0                         | 0.0                      | 0                    | 0.0                        | 0.0                     | 0                   | 0.0                      | 0.0                   | 0                 | 0.2117                         | 0.8651                      | 0.3402                  | 0.2238                           | 0.9147                        | 0.3596                    | 0.2195                          | 0.8968                       | 0.3526                   | 0.2133                        | 0.8715                     | 0.3427                 | 0.24                    | 0.8470               | 0.3740           | 0.2412                    | 0.8514                 | 0.3760             | 0.2432                   | 0.8583                | 0.3790            | 0.2424                 | 0.8556              | 0.3778          | 0.2149                       | 0.8492                    | 0.3431                | 0.2263                         | 0.8941                      | 0.3612                  | 0.2258                        | 0.8921                     | 0.3604                 | 0.2193                      | 0.8663                   | 0.3500               | 0.1745                     | 0.6961                  | 0.2790              | 0.1872                       | 0.7469                    | 0.2994                | 0.1845                      | 0.7360                   | 0.2950               | 0.1770                    | 0.7060                 | 0.2830             | 0.2280                          | 0.9161                       | 0.3652                   | 0.2338                            | 0.9393                         | 0.3744                     | 0.2333                           | 0.9371                        | 0.3736                    | 0.2299                         | 0.9235                      | 0.3681                  | 0.0895                        | 0.5110                     | 0.1524                 | 0.0899                          | 0.5129                       | 0.1529                   | 0.0898                         | 0.5126                      | 0.1529                  | 0.0896                       | 0.5112                    | 0.1524                | 0.0                               | 0.0                            | 0                          | 0.0                                 | 0.0                              | 0                            | 0.0                                | 0.0                             | 0                           | 0.0                              | 0.0                           | 0                         | 0.0521                        | 0.7613                     | 0.0975                 | 0.0528                          | 0.7707                       | 0.0987                   | 0.0550                         | 0.8034                      | 0.1029                  | 0.0545                       | 0.7961                    | 0.1020                | 0.2527                    | 0.9239                 | 0.3969             | 0.2553                      | 0.9332                   | 0.4009               | 0.2563                     | 0.9369                  | 0.4024              | 0.2548                   | 0.9316                | 0.4002            | 0.1902                          | 0.7329                       | 0.3020                   | 0.2319                            | 0.8938                         | 0.3683                     | 0.2136                           | 0.8233                        | 0.3392                    | 0.1917                         | 0.7388                      | 0.3044                  | 0.1800                       | 0.6839                    | 0.2849                | 0.2265                         | 0.8606                      | 0.3586                  | 0.2053                        | 0.7801                     | 0.3250                 | 0.1808                      | 0.6869                   | 0.2862               | 0.1243                  | 0.8030               | 0.2153           | 0.1263                    | 0.8159                 | 0.2188             | 0.1257                   | 0.8119                | 0.2177            | 0.1247                 | 0.8053              | 0.2159          | 0.1248                          | 0.6859                       | 0.2111                   | 0.1346                            | 0.7396                         | 0.2277                     | 0.1374                           | 0.7552                        | 0.2325                    | 0.1320                         | 0.7257                      | 0.2234                  | 0.1462                          | 0.8777                       | 0.2506                   | 0.1473                            | 0.8843                         | 0.2525                     | 0.1503                           | 0.9027                        | 0.2577                    | 0.1496                         | 0.8980                      | 0.2564                  | 0.1226                        | 0.4567                     | 0.1934                 | 0.1872                          | 0.6972                       | 0.2952                   | 0.1571                         | 0.5849                      | 0.2476                  | 0.1236                       | 0.4601                    | 0.1948                | 0.0445                    | 0.5228                 | 0.0820             | 0.0503                      | 0.5915                   | 0.0928               | 0.0475                     | 0.5586                  | 0.0876              | 0.0446                   | 0.5242                | 0.0822            | 0.2250                       | 0.9164                    | 0.3612                | 0.2298                         | 0.9361                      | 0.3690                  | 0.2285                        | 0.9306                     | 0.3668                 | 0.2260                      | 0.9206                   | 0.3629               | 0.0218                         | 0.5964                      | 0.0421                  | 0.0234                           | 0.6404                        | 0.0452                    | 0.0248                          | 0.6764                       | 0.0478                   | 0.0238                        | 0.6494                     | 0.0458                 | 0.2518                   | 0.9165                | 0.3950            | 0.2568                     | 0.9346                  | 0.4028              | 0.2571                    | 0.9358                 | 0.4034             | 0.2542                  | 0.9253               | 0.3988           | 0.0274                        | 0.4764                     | 0.0519                 | 0.0300                          | 0.5204                       | 0.0566                   | 0.0319                         | 0.5547                      | 0.0604                  | 0.0303                       | 0.5265                    | 0.0573                | 0.1161                          | 0.7715                       | 0.2018                   | 0.1336                            | 0.8875                         | 0.2322                     | 0.1253                           | 0.8325                        | 0.2178                    | 0.1164                         | 0.7732                      | 0.2023                  | 0.0069                      | 0.3251                   | 0.0136               | 0.0094                        | 0.4414                     | 0.0184                 | 0.0082                       | 0.3857                    | 0.0161                | 0.0070                     | 0.3271                  | 0.0136              | 0.0806                     | 0.7868                  | 0.1463              | 0.0904                       | 0.8820                    | 0.1640                | 0.0857                      | 0.8363                   | 0.1555               | 0.0808                    | 0.7883                 | 0.1466             | 0.0                             | 0.0                          | 0                        | 0.0                               | 0.0                            | 0                          | 0.0000                           | 1.0                           | 0.0000                    | 0.0000                         | 1.0                         | 0.0000                  | 0.1087                     | 0.3443                  | 0.1653              | 0.1727                       | 0.5470                    | 0.2625                | 0.1425                      | 0.4513                   | 0.2166               | 0.1090                    | 0.3451                 | 0.1657             | 0.1701                      | 0.8931                   | 0.2858               | 0.1770                        | 0.9290                     | 0.2973                 | 0.1736                       | 0.9114                    | 0.2917                | 0.1702                     | 0.8934                  | 0.2859              | 0.0059                                     | 0.3436                                  | 0.0115                              | 0.0063                                       | 0.3706                                    | 0.0124                                | 0.0105                                      | 0.6166                                   | 0.0207                               | 0.0099                                    | 0.5804                                 | 0.0195                             | 0.0532                            | 0.6427                         | 0.0983                     | 0.0565                              | 0.6825                           | 0.1043                       | 0.0610                             | 0.7376                          | 0.1128                      | 0.0589                           | 0.7112                        | 0.1087                    | 0.1935                        | 0.7734                     | 0.3096                 | 0.2110                          | 0.8434                       | 0.3376                   | 0.2026                         | 0.8099                      | 0.3242                  | 0.1937                       | 0.7742                    | 0.3099                | 0.0278                             | 0.4920                          | 0.0526                      | 0.0287                               | 0.5090                            | 0.0544                        | 0.0355                              | 0.6287                           | 0.0671                       | 0.0343                            | 0.6081                         | 0.0649                     | 0.1568                       | 0.6826                    | 0.2551                | 0.1715                         | 0.7463                      | 0.2789                  | 0.1660                        | 0.7225                     | 0.2700                 | 0.1583                      | 0.6889                   | 0.2574               |
| 0.0507        | 6.0   | 54258 | 0.2700          | 0.7709                   | 0.7377                | 0.7539            | 0.8511                     | 0.8146                  | 0.8325              | 0.8235                    | 0.7881                 | 0.8054             | 0.7808                  | 0.7472               | 0.7636           | 0.1750                         | 0.5656                      | 0.2673                  | 0.2363                           | 0.7636                        | 0.3610                    | 0.2068                          | 0.6681                       | 0.3158                   | 0.1756                        | 0.5675                     | 0.2683                 | 0.1706                            | 0.7887                         | 0.2805                     | 0.1965                              | 0.9083                           | 0.3230                       | 0.1837                             | 0.8495                          | 0.3021                      | 0.1707                           | 0.7892                        | 0.2807                    | 0.1903                        | 0.7242                     | 0.3014                 | 0.2000                          | 0.7609                       | 0.3167                   | 0.1970                         | 0.7495                      | 0.3120                  | 0.1918                       | 0.7298                    | 0.3037                | 0.0                          | 0.0                       | 0                     | 0.0                            | 0.0                         | 0                       | 0.0001                        | 0.1613                     | 0.0002                 | 0.0                         | 0.0                      | 0                    | 0.0                | 0               | 0           | 0.0                  | 0                 | 0             | 0.0                 | 0                | 0            | 0.0               | 0              | 0          | 0.0925                     | 0.7751                  | 0.1653              | 0.1049                       | 0.8790                    | 0.1874                | 0.0995                      | 0.8334                   | 0.1777               | 0.0931                    | 0.7802                 | 0.1664             | 0.0                       | 0.0                    | 0                  | 0.0                         | 0.0                      | 0                    | 0.0                        | 0.0                     | 0                   | 0.0                      | 0.0                   | 0                 | 0.2196                         | 0.8640                      | 0.3502                  | 0.2328                           | 0.9158                        | 0.3712                    | 0.2279                          | 0.8967                       | 0.3634                   | 0.2212                        | 0.8702                     | 0.3527                 | 0.2464                  | 0.8498               | 0.3820           | 0.2476                    | 0.8540                 | 0.3839             | 0.2492                   | 0.8596                | 0.3864            | 0.2485                 | 0.8572              | 0.3853          | 0.2196                       | 0.8481                    | 0.3488                | 0.2321                         | 0.8967                      | 0.3688                  | 0.2310                        | 0.8922                     | 0.3670                 | 0.2233                      | 0.8624                   | 0.3547               | 0.1805                     | 0.6816                  | 0.2854              | 0.1933                       | 0.7300                    | 0.3056                | 0.1907                      | 0.7204                   | 0.3016               | 0.1831                    | 0.6916                 | 0.2896             | 0.2333                          | 0.9202                       | 0.3723                   | 0.2389                            | 0.9424                         | 0.3812                     | 0.2386                           | 0.9409                        | 0.3806                    | 0.2353                         | 0.9279                      | 0.3754                  | 0.0927                        | 0.5040                     | 0.1566                 | 0.0930                          | 0.5055                       | 0.1571                   | 0.0932                         | 0.5066                      | 0.1574                  | 0.0928                       | 0.5045                    | 0.1568                | 0.0                               | 0.0                            | 0                          | 0.0                                 | 0.0                              | 0                            | 0.0                                | 0.0                             | 0                           | 0.0                              | 0.0                           | 0                         | 0.0536                        | 0.7300                     | 0.0998                 | 0.0541                          | 0.7379                       | 0.1009                   | 0.0570                         | 0.7768                      | 0.1062                  | 0.0565                       | 0.7696                    | 0.1052                | 0.2580                    | 0.9176                 | 0.4027             | 0.2617                      | 0.9307                   | 0.4085               | 0.2617                     | 0.9310                  | 0.4086              | 0.2598                   | 0.9240                | 0.4055            | 0.1981                          | 0.7542                       | 0.3138                   | 0.2380                            | 0.9061                         | 0.3770                     | 0.2202                           | 0.8381                        | 0.3487                    | 0.1991                         | 0.7579                      | 0.3154                  | 0.1891                       | 0.7014                    | 0.2978                | 0.2337                         | 0.8671                      | 0.3682                  | 0.2142                        | 0.7947                     | 0.3375                 | 0.1904                      | 0.7064                   | 0.2999               | 0.1298                  | 0.8229               | 0.2242           | 0.1314                    | 0.8329                 | 0.2269             | 0.1310                   | 0.8303                | 0.2262            | 0.1302                 | 0.8253              | 0.2249          | 0.1262                          | 0.6828                       | 0.2131                   | 0.1372                            | 0.7425                         | 0.2317                     | 0.1392                           | 0.7532                        | 0.2350                    | 0.1331                         | 0.7203                      | 0.2247                  | 0.1498                          | 0.8699                       | 0.2555                   | 0.1511                            | 0.8775                         | 0.2578                     | 0.1541                           | 0.8953                        | 0.2630                    | 0.1532                         | 0.8900                      | 0.2614                  | 0.1329                        | 0.4621                     | 0.2064                 | 0.1983                          | 0.6897                       | 0.3081                   | 0.1686                         | 0.5864                      | 0.2619                  | 0.1338                       | 0.4655                    | 0.2079                | 0.0439                    | 0.5063                 | 0.0808             | 0.0503                      | 0.5800                   | 0.0925               | 0.0472                     | 0.5446                  | 0.0869              | 0.0440                   | 0.5078                | 0.0810            | 0.2302                       | 0.9075                    | 0.3672                | 0.2367                         | 0.9332                      | 0.3776                  | 0.2347                        | 0.9256                     | 0.3745                 | 0.2314                      | 0.9125                   | 0.3692               | 0.0238                         | 0.5735                      | 0.0457                  | 0.0258                           | 0.6226                        | 0.0496                    | 0.0282                          | 0.6805                       | 0.0542                   | 0.0269                        | 0.6491                     | 0.0517                 | 0.2565                   | 0.9085                | 0.4001            | 0.2628                     | 0.9308                  | 0.4099              | 0.2623                    | 0.9289                 | 0.4091             | 0.2586                  | 0.9160               | 0.4034           | 0.0245                        | 0.4363                     | 0.0464                 | 0.0279                          | 0.4957                       | 0.0528                   | 0.0293                         | 0.5212                      | 0.0555                  | 0.0272                       | 0.4836                    | 0.0515                | 0.1232                          | 0.8043                       | 0.2137                   | 0.1377                            | 0.8990                         | 0.2388                     | 0.1306                           | 0.8529                        | 0.2266                    | 0.1233                         | 0.8050                      | 0.2138                  | 0.0076                      | 0.3418                   | 0.0148               | 0.0104                        | 0.4674                     | 0.0203                 | 0.0091                       | 0.4099                    | 0.0178                | 0.0077                     | 0.3466                  | 0.0150              | 0.0839                     | 0.8009                  | 0.1518              | 0.0938                       | 0.8963                    | 0.1699                | 0.0891                      | 0.8513                   | 0.1614               | 0.0841                    | 0.8030                 | 0.1522             | 0.0000                          | 0.2                          | 0.0000                   | 0.0000                            | 0.2                            | 0.0000                     | 0.0000                           | 0.4                           | 0.0001                    | 0.0000                         | 0.4                         | 0.0001                  | 0.1143                     | 0.3663                  | 0.1742              | 0.1745                       | 0.5594                    | 0.2661                | 0.1462                      | 0.4685                   | 0.2228               | 0.1146                    | 0.3674                 | 0.1747             | 0.1753                      | 0.8932                   | 0.2931               | 0.1821                        | 0.9275                     | 0.3044                 | 0.1788                       | 0.9107                    | 0.2989                | 0.1754                     | 0.8935                  | 0.2932              | 0.0060                                     | 0.2926                                  | 0.0118                              | 0.0066                                       | 0.3197                                    | 0.0129                                | 0.0115                                      | 0.5590                                   | 0.0226                               | 0.0105                                    | 0.5078                                 | 0.0205                             | 0.0551                            | 0.6418                         | 0.1015                     | 0.0582                              | 0.6774                           | 0.1071                       | 0.063                              | 0.7338                          | 0.1160                      | 0.0610                           | 0.7102                        | 0.1123                    | 0.1962                        | 0.7793                     | 0.3135                 | 0.2138                          | 0.8491                       | 0.3416                   | 0.2053                         | 0.8154                      | 0.3280                  | 0.1964                       | 0.7799                    | 0.3137                | 0.0316                             | 0.5045                          | 0.0595                      | 0.0333                               | 0.5318                            | 0.0628                        | 0.0406                              | 0.6479                           | 0.0764                       | 0.0390                            | 0.6225                         | 0.0735                     | 0.1585                       | 0.6808                    | 0.2571                | 0.1731                         | 0.7438                      | 0.2809                  | 0.1679                        | 0.7211                     | 0.2723                 | 0.1601                      | 0.6878                   | 0.2598               |
| 0.0461        | 7.0   | 63301 | 0.2899          | 0.7680                   | 0.7427                | 0.7551            | 0.8471                     | 0.8192                  | 0.8329              | 0.8195                    | 0.7925                 | 0.8058             | 0.7776                  | 0.7520               | 0.7646           | 0.1688                         | 0.5473                      | 0.2581                  | 0.2312                           | 0.7494                        | 0.3533                    | 0.2016                          | 0.6534                       | 0.3081                   | 0.1696                        | 0.5499                     | 0.2593                 | 0.1672                            | 0.8005                         | 0.2766                     | 0.1907                              | 0.9132                           | 0.3155                       | 0.1791                             | 0.8576                          | 0.2963                      | 0.1673                           | 0.8010                        | 0.2768                    | 0.1823                        | 0.7371                     | 0.2923                 | 0.1921                          | 0.7769                       | 0.3081                   | 0.1891                         | 0.7646                      | 0.3032                  | 0.1838                       | 0.7431                    | 0.2947                | 0.0                          | 0.0                       | 0                     | 0.0                            | 0.0                         | 0                       | 0.0001                        | 0.3235                     | 0.0002                 | 0.0000                      | 0.0588                   | 0.0000               | 0.0                | 0               | 0           | 0.0                  | 0                 | 0             | 0.0                 | 0                | 0            | 0.0               | 0              | 0          | 0.0912                     | 0.7631                  | 0.1629              | 0.1032                       | 0.8636                    | 0.1844                | 0.0981                      | 0.8210                   | 0.1753               | 0.0919                    | 0.7690                 | 0.1642             | 0.0                       | 0.0                    | 0                  | 0.0                         | 0.0                      | 0                    | 0.0                        | 0.0                     | 0                   | 0.0                      | 0.0                   | 0                 | 0.2130                         | 0.8699                      | 0.3423                  | 0.2247                           | 0.9174                        | 0.3610                    | 0.2205                          | 0.9002                       | 0.3542                   | 0.2145                        | 0.8758                     | 0.3446                 | 0.2391                  | 0.8500               | 0.3733           | 0.2403                    | 0.8542                 | 0.3751             | 0.2419                   | 0.8599                | 0.3776            | 0.2413                 | 0.8575              | 0.3766          | 0.2140                       | 0.8542                    | 0.3423                | 0.2253                         | 0.8992                      | 0.3603                  | 0.2246                        | 0.8963                     | 0.3591                 | 0.2180                      | 0.8699                   | 0.3486               | 0.1745                     | 0.6929                  | 0.2788              | 0.1870                       | 0.7424                    | 0.2988                | 0.1843                      | 0.7316                   | 0.2944               | 0.1770                    | 0.7028                 | 0.2828             | 0.2270                          | 0.9196                       | 0.3642                   | 0.2328                            | 0.9431                         | 0.3735                     | 0.2320                           | 0.9398                        | 0.3722                    | 0.2286                         | 0.9259                      | 0.3667                  | 0.0937                        | 0.5005                     | 0.1578                 | 0.0938                          | 0.5013                       | 0.1580                   | 0.0938                         | 0.5015                      | 0.1581                  | 0.0937                       | 0.5008                    | 0.1579                | 0.0                               | 0.0                            | 0                          | 0.0                                 | 0.0                              | 0                            | 0.0                                | 0.0                             | 0                           | 0.0                              | 0.0                           | 0                         | 0.0520                        | 0.7411                     | 0.0972                 | 0.0528                          | 0.7530                       | 0.0987                   | 0.0551                         | 0.7858                      | 0.1030                  | 0.0544                       | 0.7754                    | 0.1017                | 0.2503                    | 0.9298                 | 0.3944             | 0.2527                      | 0.9389                   | 0.3982               | 0.2534                     | 0.9414                  | 0.3993              | 0.2521                   | 0.9366                | 0.3972            | 0.1953                          | 0.7678                       | 0.3114                   | 0.2318                            | 0.9112                         | 0.3696                     | 0.2160                           | 0.8491                        | 0.3444                    | 0.1964                         | 0.7722                      | 0.3132                  | 0.1811                       | 0.6952                    | 0.2873                | 0.2265                         | 0.8694                      | 0.3593                  | 0.2057                        | 0.7897                     | 0.3264                 | 0.1819                      | 0.6982                   | 0.2886               | 0.1256                  | 0.8261               | 0.2180           | 0.1272                    | 0.8366                 | 0.2208             | 0.1267                   | 0.8338                | 0.2200            | 0.1259                 | 0.8285              | 0.2186          | 0.1234                          | 0.6967                       | 0.2097                   | 0.1323                            | 0.7467                         | 0.2248                     | 0.1353                           | 0.7634                        | 0.2298                    | 0.1303                         | 0.7357                      | 0.2214                  | 0.1448                          | 0.8746                       | 0.2484                   | 0.1462                            | 0.8829                         | 0.2508                     | 0.1490                           | 0.9000                        | 0.2556                    | 0.1481                         | 0.8946                      | 0.2541                  | 0.1266                        | 0.4727                     | 0.1997                 | 0.1902                          | 0.7102                       | 0.3001                   | 0.1611                         | 0.6015                      | 0.2541                  | 0.1277                       | 0.4767                    | 0.2014                | 0.0438                    | 0.5341                 | 0.0809             | 0.0493                      | 0.6018                   | 0.0912               | 0.0467                     | 0.5691                  | 0.0862              | 0.0439                   | 0.5353                | 0.0811            | 0.2253                       | 0.9183                    | 0.3619                | 0.2302                         | 0.9382                      | 0.3697                  | 0.2290                        | 0.9334                     | 0.3678                 | 0.2266                      | 0.9233                   | 0.3638               | 0.0201                         | 0.5756                      | 0.0388                  | 0.0223                           | 0.6398                        | 0.0431                    | 0.0238                          | 0.6810                       | 0.0459                   | 0.0225                        | 0.6433                     | 0.0434                 | 0.2480                   | 0.9197                | 0.3906            | 0.2533                     | 0.9394                  | 0.3990              | 0.2528                    | 0.9378                 | 0.3983             | 0.2498                  | 0.9267               | 0.3936           | 0.0275                        | 0.4640                     | 0.0520                 | 0.0302                          | 0.5086                       | 0.0569                   | 0.0335                         | 0.5648                      | 0.0632                  | 0.0317                       | 0.5346                    | 0.0599                | 0.1198                          | 0.8134                       | 0.2089                   | 0.1334                            | 0.9056                         | 0.2326                     | 0.1269                           | 0.8611                        | 0.2211                    | 0.1200                         | 0.8147                      | 0.2092                  | 0.0073                      | 0.3129                   | 0.0142               | 0.0102                        | 0.4379                     | 0.0198                 | 0.0089                       | 0.3831                    | 0.0174                | 0.0073                     | 0.3165                  | 0.0143              | 0.0810                     | 0.7803                  | 0.1467              | 0.0919                       | 0.8856                    | 0.1665                | 0.0867                      | 0.8359                   | 0.1572               | 0.0812                    | 0.7825                 | 0.1471             | 0.0                             | 0.0                          | 0                        | 0.0                               | 0.0                            | 0                          | 0.0000                           | 0.1667                        | 0.0000                    | 0.0000                         | 0.1667                      | 0.0000                  | 0.1058                     | 0.3631                  | 0.1639              | 0.1646                       | 0.5645                    | 0.2549                | 0.1366                      | 0.4686                   | 0.2115               | 0.1061                    | 0.3638                 | 0.1643             | 0.1701                      | 0.8954                   | 0.2859               | 0.1764                        | 0.9288                     | 0.2965                 | 0.1733                       | 0.9124                    | 0.2913                | 0.1701                     | 0.8957                  | 0.2860              | 0.0044                                     | 0.3333                                  | 0.0086                              | 0.0047                                       | 0.3604                                    | 0.0093                                | 0.0079                                      | 0.6005                                   | 0.0155                               | 0.0074                                    | 0.5646                                 | 0.0146                             | 0.0491                            | 0.6629                         | 0.0914                     | 0.0522                              | 0.7053                           | 0.0972                       | 0.0553                             | 0.7465                          | 0.1029                      | 0.0533                           | 0.7203                        | 0.0993                    | 0.1910                        | 0.7866                     | 0.3074                 | 0.2072                          | 0.8531                       | 0.3334                   | 0.1993                         | 0.8206                      | 0.3207                  | 0.1912                       | 0.7872                    | 0.3076                | 0.0289                             | 0.4803                          | 0.0545                      | 0.0300                               | 0.4995                            | 0.0567                        | 0.0382                              | 0.6349                           | 0.0720                       | 0.0368                            | 0.6112                         | 0.0694                     | 0.1558                       | 0.6755                    | 0.2533                | 0.1714                         | 0.7432                      | 0.2786                  | 0.1656                        | 0.7180                     | 0.2692                 | 0.1573                      | 0.6818                   | 0.2556               |
| 0.0401        | 8.0   | 72344 | 0.2974          | 0.7624                   | 0.7395                | 0.7508            | 0.8431                     | 0.8178                  | 0.8303              | 0.8147                    | 0.7902                 | 0.8023             | 0.7720                  | 0.7488               | 0.7602           | 0.1618                         | 0.5471                      | 0.2497                  | 0.2233                           | 0.7551                        | 0.3446                    | 0.1940                          | 0.6560                       | 0.2994                   | 0.1625                        | 0.5497                     | 0.2509                 | 0.1606                            | 0.7871                         | 0.2668                     | 0.1855                              | 0.9090                           | 0.3082                       | 0.1732                             | 0.8488                          | 0.2877                      | 0.1608                           | 0.7877                        | 0.2670                    | 0.1784                        | 0.7308                     | 0.2868                 | 0.1884                          | 0.7714                       | 0.3028                   | 0.1851                         | 0.7583                      | 0.2976                  | 0.1798                       | 0.7364                    | 0.2890                | 0.0                          | 0.0                       | 0                     | 0.0                            | 0.0                         | 0                       | 0.0001                        | 0.3235                     | 0.0002                 | 0.0000                      | 0.0588                   | 0.0000               | 0.0                | 0               | 0           | 0.0                  | 0                 | 0             | 0.0                 | 0                | 0            | 0.0               | 0              | 0          | 0.0892                     | 0.7753                  | 0.1599              | 0.1002                       | 0.8714                    | 0.1798                | 0.0956                      | 0.8313                   | 0.1715               | 0.0899                    | 0.7815                 | 0.1612             | 0.0                       | 0.0                    | 0                  | 0.0                         | 0.0                      | 0                    | 0.0                        | 0.0                     | 0                   | 0.0                      | 0.0                   | 0                 | 0.2078                         | 0.8690                      | 0.3354                  | 0.2196                           | 0.9182                        | 0.3544                    | 0.2151                          | 0.8995                       | 0.3471                   | 0.2091                        | 0.8744                     | 0.3375                 | 0.2327                  | 0.8532               | 0.3657           | 0.2341                    | 0.8581                 | 0.3678             | 0.2355                   | 0.8634                | 0.3701            | 0.2347                 | 0.8606              | 0.3689          | 0.2089                       | 0.8521                    | 0.3355                | 0.2202                         | 0.8982                      | 0.3537                  | 0.2196                        | 0.8959                     | 0.3528                 | 0.2130                      | 0.8688                   | 0.3421               | 0.1695                     | 0.6870                  | 0.2720              | 0.1824                       | 0.7391                    | 0.2926                | 0.1793                      | 0.7266                   | 0.2876               | 0.1718                    | 0.6963                 | 0.2757             | 0.2218                          | 0.9211                       | 0.3575                   | 0.2274                            | 0.9445                         | 0.3666                     | 0.2267                           | 0.9417                        | 0.3654                    | 0.2234                         | 0.9281                      | 0.3601                  | 0.0889                        | 0.5026                     | 0.1511                 | 0.0892                          | 0.5038                       | 0.1515                   | 0.0892                         | 0.5038                      | 0.1515                  | 0.0890                       | 0.5028                    | 0.1512                | 0.0                               | 0.0                            | 0                          | 0.0                                 | 0.0                              | 0                            | 0.0                                | 0.0                             | 0                           | 0.0                              | 0.0                           | 0                         | 0.0505                        | 0.7321                     | 0.0945                 | 0.0514                          | 0.7447                       | 0.0962                   | 0.0535                         | 0.7748                      | 0.1000                  | 0.0528                       | 0.7644                    | 0.0987                | 0.2455                    | 0.9247                 | 0.3880             | 0.2482                      | 0.9345                   | 0.3922               | 0.2489                     | 0.9372                  | 0.3933              | 0.2474                   | 0.9318                | 0.3910            | 0.1868                          | 0.7466                       | 0.2988                   | 0.2264                            | 0.9048                         | 0.3622                     | 0.2089                           | 0.8348                        | 0.3341                    | 0.1878                         | 0.7506                      | 0.3004                  | 0.1748                       | 0.6841                    | 0.2785                | 0.2210                         | 0.8648                      | 0.3520                  | 0.1997                        | 0.7816                     | 0.3182                 | 0.1755                      | 0.6868                   | 0.2796               | 0.1204                  | 0.8086               | 0.2096           | 0.1222                    | 0.8209                 | 0.2128             | 0.1217                   | 0.8172                | 0.2118            | 0.1208                 | 0.8110              | 0.2102          | 0.1202                          | 0.6974                       | 0.2050                   | 0.1287                            | 0.7469                         | 0.2196                     | 0.1317                           | 0.7640                        | 0.2246                    | 0.1270                         | 0.7367                      | 0.2166                  | 0.1413                          | 0.8690                       | 0.2431                   | 0.1426                            | 0.8773                         | 0.2454                     | 0.1457                           | 0.8961                        | 0.2506                    | 0.1448                         | 0.8905                      | 0.2491                  | 0.1212                        | 0.4586                     | 0.1917                 | 0.1835                          | 0.6942                       | 0.2903                   | 0.1549                         | 0.5861                      | 0.2451                  | 0.1223                       | 0.4627                    | 0.1935                | 0.0401                    | 0.5381                 | 0.0747             | 0.0455                      | 0.6099                   | 0.0846               | 0.0429                     | 0.5756                  | 0.0799              | 0.0402                   | 0.5397                | 0.0749            | 0.2195                       | 0.9155                    | 0.3541                | 0.2243                         | 0.9357                      | 0.3619                  | 0.2231                        | 0.9304                     | 0.3598                 | 0.2206                      | 0.9201                   | 0.3559               | 0.0198                         | 0.5656                      | 0.0382                  | 0.0218                           | 0.6233                        | 0.0421                    | 0.0233                          | 0.6661                       | 0.0450                   | 0.0221                        | 0.6307                     | 0.0426                 | 0.2433                   | 0.9122                | 0.3841            | 0.2486                     | 0.9322                  | 0.3925              | 0.2484                    | 0.9316                 | 0.3923             | 0.2454                  | 0.9201               | 0.3874           | 0.0225                        | 0.4693                     | 0.0430                 | 0.0246                          | 0.5133                       | 0.0470                   | 0.0263                         | 0.5483                      | 0.0502                  | 0.0250                       | 0.5207                    | 0.0477                | 0.1154                          | 0.8048                       | 0.2018                   | 0.1297                            | 0.9052                         | 0.2270                     | 0.1228                           | 0.8570                        | 0.2149                    | 0.1155                         | 0.8060                      | 0.2021                  | 0.0069                      | 0.3431                   | 0.0135               | 0.0092                        | 0.4581                     | 0.0180                 | 0.0081                       | 0.4046                    | 0.0159                | 0.0070                     | 0.3461                  | 0.0136              | 0.0794                     | 0.7931                  | 0.1444              | 0.0890                       | 0.8888                    | 0.1618                | 0.0844                      | 0.8434                   | 0.1535               | 0.0796                    | 0.7952                 | 0.1447             | 0.0000                          | 0.1429                       | 0.0000                   | 0.0000                            | 0.1429                         | 0.0000                     | 0.0000                           | 0.2857                        | 0.0001                    | 0.0000                         | 0.2857                      | 0.0001                  | 0.1015                     | 0.3574                  | 0.1582              | 0.1588                       | 0.5589                    | 0.2473                | 0.1315                      | 0.4629                   | 0.2048               | 0.1018                    | 0.3582                 | 0.1585             | 0.1659                      | 0.8925                   | 0.2798               | 0.1722                        | 0.9262                     | 0.2904                 | 0.1691                       | 0.9098                    | 0.2852                | 0.1660                     | 0.8929                  | 0.2799              | 0.0049                                     | 0.3333                                  | 0.0096                              | 0.0051                                       | 0.3458                                    | 0.0100                                | 0.0086                                      | 0.5896                                   | 0.0170                               | 0.0081                                    | 0.5542                                 | 0.0160                             | 0.0495                            | 0.6472                         | 0.0920                     | 0.0524                              | 0.6850                           | 0.0973                       | 0.0566                             | 0.7407                          | 0.1052                      | 0.0549                           | 0.7177                        | 0.1020                    | 0.1868                        | 0.7803                     | 0.3015                 | 0.2032                          | 0.8487                       | 0.3279                   | 0.1953                         | 0.8156                      | 0.3151                  | 0.1869                       | 0.7808                    | 0.3017                | 0.0286                             | 0.4934                          | 0.0540                      | 0.0301                               | 0.5202                            | 0.0569                        | 0.0374                              | 0.6453                           | 0.0706                       | 0.0358                            | 0.6181                         | 0.0676                     | 0.1509                       | 0.6846                    | 0.2473                | 0.1654                         | 0.7504                      | 0.2711                  | 0.1599                        | 0.7254                     | 0.2620                 | 0.1521                      | 0.6902                   | 0.2493               |


### Framework versions

- Transformers 4.40.2
- Pytorch 2.3.1+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1