Training complete

4c90e7d verified 3 months ago

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	---
	license: apache-2.0
	base_model: bert-base-multilingual-cased
	tags:
	- generated_from_trainer
	model-index:
	- name: bert-base-multilingual-cased-iob2-20240816182436
	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-iob2-20240816182436

	This model is a fine-tuned version of [bert-base-multilingual-cased](https://huggingface.co/bert-base-multilingual-cased) on an unknown dataset.
	It achieves the following results on the evaluation set:
	- Loss: 0.2066
	- Overall Strict Precision: 0.7659
	- Overall Strict Recall: 0.6945
	- Overall Strict F1: 0.7285
	- Overall Ent Type Precision: 0.8581
	- Overall Ent Type Recall: 0.7780
	- Overall Ent Type F1: 0.8161
	- Overall Partial Precision: 0.8275
	- Overall Partial Recall: 0.7503
	- Overall Partial F1: 0.7870
	- Overall Exact Precision: 0.7783
	- Overall Exact Recall: 0.7057
	- Overall Exact F1: 0.7403
	- Hoteladdress Strict Precision: 0.1365
	- Hoteladdress Strict Recall: 0.4461
	- Hoteladdress Strict F1: 0.2090
	- Hoteladdress Ent Type Precision: 0.2074
	- Hoteladdress Ent Type Recall: 0.6779
	- Hoteladdress Ent Type F1: 0.3177
	- Hoteladdress Partial Precision: 0.1744
	- Hoteladdress Partial Recall: 0.5700
	- Hoteladdress Partial F1: 0.2671
	- Hoteladdress Exact Precision: 0.1373
	- Hoteladdress Exact Recall: 0.4486
	- Hoteladdress Exact F1: 0.2102
	- Hotelcity Strict Precision: 0.1897
	- Hotelcity Strict Recall: 0.6333
	- Hotelcity Strict F1: 0.2919
	- Hotelcity Ent Type Precision: 0.2070
	- Hotelcity Ent Type Recall: 0.6913
	- Hotelcity Ent Type F1: 0.3187
	- Hotelcity Partial Precision: 0.2031
	- Hotelcity Partial Recall: 0.6780
	- Hotelcity Partial F1: 0.3126
	- Hotelcity Exact Precision: 0.1931
	- Hotelcity Exact Recall: 0.6449
	- Hotelcity Exact F1: 0.2973
	- Hotelname Strict Precision: 0.1090
	- Hotelname Strict Recall: 0.3073
	- Hotelname Strict F1: 0.1609
	- Hotelname Ent Type Precision: 0.1807
	- Hotelname Ent Type Recall: 0.5093
	- Hotelname Ent Type F1: 0.2667
	- Hotelname Partial Precision: 0.1464
	- Hotelname Partial Recall: 0.4127
	- Hotelname Partial F1: 0.2161
	- Hotelname Exact Precision: 0.1092
	- Hotelname Exact Recall: 0.3078
	- Hotelname Exact F1: 0.1612
	- Checkin Strict Precision: 0.2716
	- Checkin Strict Recall: 0.8953
	- Checkin Strict F1: 0.4168
	- Checkin Ent Type Precision: 0.2782
	- Checkin Ent Type Recall: 0.9170
	- Checkin Ent Type F1: 0.4269
	- Checkin Partial Precision: 0.2772
	- Checkin Partial Recall: 0.9137
	- Checkin Partial F1: 0.4254
	- Checkin Exact Precision: 0.2734
	- Checkin Exact Recall: 0.9011
	- Checkin Exact F1: 0.4195
	- Hotelemail Strict Precision: 0.1860
	- Hotelemail Strict Recall: 0.8584
	- Hotelemail Strict F1: 0.3057
	- Hotelemail Ent Type Precision: 0.1941
	- Hotelemail Ent Type Recall: 0.8959
	- Hotelemail Ent Type F1: 0.3191
	- Hotelemail Partial Precision: 0.1901
	- Hotelemail Partial Recall: 0.8775
	- Hotelemail Partial F1: 0.3125
	- Hotelemail Exact Precision: 0.1860
	- Hotelemail Exact Recall: 0.8587
	- Hotelemail Exact F1: 0.3058
	- Checkout Strict Precision: 0.2676
	- Checkout Strict Recall: 0.8767
	- Checkout Strict F1: 0.4100
	- Checkout Ent Type Precision: 0.2737
	- Checkout Ent Type Recall: 0.8967
	- Checkout Ent Type F1: 0.4194
	- Checkout Partial Precision: 0.2720
	- Checkout Partial Recall: 0.8912
	- Checkout Partial F1: 0.4168
	- Checkout Exact Precision: 0.2688
	- Checkout Exact Recall: 0.8806
	- Checkout Exact F1: 0.4119
	- Hoteltaxcode Strict Precision: 0.0454
	- Hoteltaxcode Strict Recall: 0.5398
	- Hoteltaxcode Strict F1: 0.0837
	- Hoteltaxcode Ent Type Precision: 0.0492
	- Hoteltaxcode Ent Type Recall: 0.5860
	- Hoteltaxcode Ent Type F1: 0.0908
	- Hoteltaxcode Partial Precision: 0.0517
	- Hoteltaxcode Partial Recall: 0.6158
	- Hoteltaxcode Partial F1: 0.0955
	- Hoteltaxcode Exact Precision: 0.0495
	- Hoteltaxcode Exact Recall: 0.5887
	- Hoteltaxcode Exact F1: 0.0912
	- Bookingnumber Strict Precision: 0.0338
	- Bookingnumber Strict Recall: 0.4452
	- Bookingnumber Strict F1: 0.0628
	- Bookingnumber Ent Type Precision: 0.0432
	- Bookingnumber Ent Type Recall: 0.5693
	- Bookingnumber Ent Type F1: 0.0802
	- Bookingnumber Partial Precision: 0.0457
	- Bookingnumber Partial Recall: 0.6026
	- Bookingnumber Partial F1: 0.0849
	- Bookingnumber Exact Precision: 0.0400
	- Bookingnumber Exact Recall: 0.5278
	- Bookingnumber Exact F1: 0.0744
	- Cardtype Strict Precision: 0.0520
	- Cardtype Strict Recall: 0.5247
	- Cardtype Strict F1: 0.0946
	- Cardtype Ent Type Precision: 0.0583
	- Cardtype Ent Type Recall: 0.5887
	- Cardtype Ent Type F1: 0.1062
	- Cardtype Partial Precision: 0.0553
	- Cardtype Partial Recall: 0.5576
	- Cardtype Partial F1: 0.1006
	- Cardtype Exact Precision: 0.0521
	- Cardtype Exact Recall: 0.5256
	- Cardtype Exact F1: 0.0948
	- Grossamount Strict Precision: 0.1661
	- Grossamount Strict Recall: 0.5646
	- Grossamount Strict F1: 0.2567
	- Grossamount Ent Type Precision: 0.1876
	- Grossamount Ent Type Recall: 0.6376
	- Grossamount Ent Type F1: 0.2899
	- Grossamount Partial Precision: 0.1831
	- Grossamount Partial Recall: 0.6222
	- Grossamount Partial F1: 0.2829
	- Grossamount Exact Precision: 0.1717
	- Grossamount Exact Recall: 0.5833
	- Grossamount Exact F1: 0.2653
	- Companyname Strict Precision: 0.1966
	- Companyname Strict Recall: 0.6788
	- Companyname Strict F1: 0.3049
	- Companyname Ent Type Precision: 0.2473
	- Companyname Ent Type Recall: 0.8540
	- Companyname Ent Type F1: 0.3836
	- Companyname Partial Precision: 0.2250
	- Companyname Partial Recall: 0.7769
	- Companyname Partial F1: 0.3489
	- Companyname Exact Precision: 0.1981
	- Companyname Exact Recall: 0.6839
	- Companyname Exact F1: 0.3072
	- Currencycode Strict Precision: 0.1007
	- Currencycode Strict Recall: 0.4672
	- Currencycode Strict F1: 0.1657
	- Currencycode Ent Type Precision: 0.1013
	- Currencycode Ent Type Recall: 0.4701
	- Currencycode Ent Type F1: 0.1667
	- Currencycode Partial Precision: 0.1011
	- Currencycode Partial Recall: 0.4689
	- Currencycode Partial F1: 0.1663
	- Currencycode Exact Precision: 0.1008
	- Currencycode Exact Recall: 0.4675
	- Currencycode Exact F1: 0.1658
	- Companyaddress Strict Precision: 0.2135
	- Companyaddress Strict Recall: 0.7593
	- Companyaddress Strict F1: 0.3332
	- Companyaddress Ent Type Precision: 0.2534
	- Companyaddress Ent Type Recall: 0.9015
	- Companyaddress Ent Type F1: 0.3957
	- Companyaddress Partial Precision: 0.2368
	- Companyaddress Partial Recall: 0.8422
	- Companyaddress Partial F1: 0.3696
	- Companyaddress Exact Precision: 0.2154
	- Companyaddress Exact Recall: 0.7661
	- Companyaddress Exact F1: 0.3362
	- Travellername Strict Precision: 0.1830
	- Travellername Strict Recall: 0.5188
	- Travellername Strict F1: 0.2706
	- Travellername Ent Type Precision: 0.2558
	- Travellername Ent Type Recall: 0.7250
	- Travellername Ent Type F1: 0.3781
	- Travellername Partial Precision: 0.2210
	- Travellername Partial Recall: 0.6264
	- Travellername Partial F1: 0.3267
	- Travellername Exact Precision: 0.1839
	- Travellername Exact Recall: 0.5214
	- Travellername Exact F1: 0.2720
	- Companycountry Strict Precision: 0.1611
	- Companycountry Strict Recall: 0.8393
	- Companycountry Strict F1: 0.2703
	- Companycountry Ent Type Precision: 0.1627
	- Companycountry Ent Type Recall: 0.8476
	- Companycountry Ent Type F1: 0.2730
	- Companycountry Partial Precision: 0.1667
	- Companycountry Partial Recall: 0.8687
	- Companycountry Partial F1: 0.2798
	- Companycountry Exact Precision: 0.1657
	- Companycountry Exact Recall: 0.8636
	- Companycountry Exact F1: 0.2781
	- Roomno Strict Precision: 0.2631
	- Roomno Strict Recall: 0.7972
	- Roomno Strict F1: 0.3956
	- Roomno Ent Type Precision: 0.2652
	- Roomno Ent Type Recall: 0.8034
	- Roomno Ent Type F1: 0.3987
	- Roomno Partial Precision: 0.2668
	- Roomno Partial Recall: 0.8083
	- Roomno Partial F1: 0.4012
	- Roomno Exact Precision: 0.2656
	- Roomno Exact Recall: 0.8047
	- Roomno Exact F1: 0.3994
	- Companycity Strict Precision: 0.2305
	- Companycity Strict Recall: 0.8192
	- Companycity Strict F1: 0.3598
	- Companycity Ent Type Precision: 0.2463
	- Companycity Ent Type Recall: 0.8753
	- Companycity Ent Type F1: 0.3845
	- Companycity Partial Precision: 0.2445
	- Companycity Partial Recall: 0.8689
	- Companycity Partial F1: 0.3816
	- Companycity Exact Precision: 0.2354
	- Companycity Exact Recall: 0.8367
	- Companycity Exact F1: 0.3675
	- Invoicenumber Strict Precision: 0.2292
	- Invoicenumber Strict Recall: 0.8091
	- Invoicenumber Strict F1: 0.3572
	- Invoicenumber Ent Type Precision: 0.2491
	- Invoicenumber Ent Type Recall: 0.8796
	- Invoicenumber Ent Type F1: 0.3883
	- Invoicenumber Partial Precision: 0.2413
	- Invoicenumber Partial Recall: 0.8518
	- Invoicenumber Partial F1: 0.3760
	- Invoicenumber Exact Precision: 0.2312
	- Invoicenumber Exact Recall: 0.8161
	- Invoicenumber Exact F1: 0.3603
	- Reservationnumber Strict Precision: 0.0370
	- Reservationnumber Strict Recall: 0.5256
	- Reservationnumber Strict F1: 0.0691
	- Reservationnumber Ent Type Precision: 0.0393
	- Reservationnumber Ent Type Recall: 0.5583
	- Reservationnumber Ent Type F1: 0.0734
	- Reservationnumber Partial Precision: 0.0473
	- Reservationnumber Partial Recall: 0.6726
	- Reservationnumber Partial F1: 0.0884
	- Reservationnumber Exact Precision: 0.0451
	- Reservationnumber Exact Recall: 0.6410
	- Reservationnumber Exact F1: 0.0843
	- Hotelvatnumber Strict Precision: 0.1440
	- Hotelvatnumber Strict Recall: 0.6356
	- Hotelvatnumber Strict F1: 0.2348
	- Hotelvatnumber Ent Type Precision: 0.1562
	- Hotelvatnumber Ent Type Recall: 0.6891
	- Hotelvatnumber Ent Type F1: 0.2546
	- Hotelvatnumber Partial Precision: 0.1608
	- Hotelvatnumber Partial Recall: 0.7094
	- Hotelvatnumber Partial F1: 0.2621
	- Hotelvatnumber Exact Precision: 0.1540
	- Hotelvatnumber Exact Recall: 0.6794
	- Hotelvatnumber Exact F1: 0.2510
	- Pagenumber Strict Precision: 0.1403
	- Pagenumber Strict Recall: 0.8180
	- Pagenumber Strict F1: 0.2395
	- Pagenumber Ent Type Precision: 0.1414
	- Pagenumber Ent Type Recall: 0.8247
	- Pagenumber Ent Type F1: 0.2415
	- Pagenumber Partial Precision: 0.1410
	- Pagenumber Partial Recall: 0.8223
	- Pagenumber Partial F1: 0.2407
	- Pagenumber Exact Precision: 0.1404
	- Pagenumber Exact Recall: 0.8187
	- Pagenumber Exact F1: 0.2397
	- Taxamount Strict Precision: 0.0848
	- Taxamount Strict Recall: 0.5957
	- Taxamount Strict F1: 0.1484
	- Taxamount Ent Type Precision: 0.0994
	- Taxamount Ent Type Recall: 0.6987
	- Taxamount Ent Type F1: 0.1741
	- Taxamount Partial Precision: 0.0965
	- Taxamount Partial Recall: 0.6783
	- Taxamount Partial F1: 0.1690
	- Taxamount Exact Precision: 0.0882
	- Taxamount Exact Recall: 0.6201
	- Taxamount Exact F1: 0.1545
	- Netamount Strict Precision: 0.0895
	- Netamount Strict Recall: 0.5567
	- Netamount Strict F1: 0.1542
	- Netamount Ent Type Precision: 0.1064
	- Netamount Ent Type Recall: 0.6616
	- Netamount Ent Type F1: 0.1833
	- Netamount Partial Precision: 0.1052
	- Netamount Partial Recall: 0.6542
	- Netamount Partial F1: 0.1812
	- Netamount Exact Precision: 0.0953
	- Netamount Exact Recall: 0.5930
	- Netamount Exact F1: 0.1643
	- Hotelphonenumber Strict Precision: 0.1750
	- Hotelphonenumber Strict Recall: 0.7519
	- Hotelphonenumber Strict F1: 0.2839
	- Hotelphonenumber Ent Type Precision: 0.2100
	- Hotelphonenumber Ent Type Recall: 0.9023
	- Hotelphonenumber Ent Type F1: 0.3407
	- Hotelphonenumber Partial Precision: 0.1930
	- Hotelphonenumber Partial Recall: 0.8293
	- Hotelphonenumber Partial F1: 0.3131
	- Hotelphonenumber Exact Precision: 0.1754
	- Hotelphonenumber Exact Recall: 0.7536
	- Hotelphonenumber Exact F1: 0.2845
	- Documenttype Strict Precision: 0.2101
	- Documenttype Strict Recall: 0.7221
	- Documenttype Strict F1: 0.3255
	- Documenttype Ent Type Precision: 0.2332
	- Documenttype Ent Type Recall: 0.8015
	- Documenttype Ent Type F1: 0.3613
	- Documenttype Partial Precision: 0.2223
	- Documenttype Partial Recall: 0.7641
	- Documenttype Partial F1: 0.3444
	- Documenttype Exact Precision: 0.2104
	- Documenttype Exact Recall: 0.7231
	- Documenttype Exact F1: 0.3259
	- Companyzipcode Strict Precision: 0.2460
	- Companyzipcode Strict Recall: 0.8948
	- Companyzipcode Strict F1: 0.3859
	- Companyzipcode Ent Type Precision: 0.2539
	- Companyzipcode Ent Type Recall: 0.9233
	- Companyzipcode Ent Type F1: 0.3982
	- Companyzipcode Partial Precision: 0.2539
	- Companyzipcode Partial Recall: 0.9233
	- Companyzipcode Partial F1: 0.3982
	- Companyzipcode Exact Precision: 0.2488
	- Companyzipcode Exact Recall: 0.9050
	- Companyzipcode Exact F1: 0.3903
	- Invoicedate Strict Precision: 0.2447
	- Invoicedate Strict Recall: 0.8869
	- Invoicedate Strict F1: 0.3836
	- Invoicedate Ent Type Precision: 0.2523
	- Invoicedate Ent Type Recall: 0.9141
	- Invoicedate Ent Type F1: 0.3954
	- Invoicedate Partial Precision: 0.2508
	- Invoicedate Partial Recall: 0.9086
	- Invoicedate Partial F1: 0.3930
	- Invoicedate Exact Precision: 0.2468
	- Invoicedate Exact Recall: 0.8942
	- Invoicedate Exact F1: 0.3868
	- Companyvatnumber Strict Precision: 0.0612
	- Companyvatnumber Strict Recall: 0.6299
	- Companyvatnumber Strict F1: 0.1116
	- Companyvatnumber Ent Type Precision: 0.0676
	- Companyvatnumber Ent Type Recall: 0.6953
	- Companyvatnumber Ent Type F1: 0.1232
	- Companyvatnumber Partial Precision: 0.0713
	- Companyvatnumber Partial Recall: 0.7340
	- Companyvatnumber Partial F1: 0.1300
	- Companyvatnumber Exact Precision: 0.0673
	- Companyvatnumber Exact Recall: 0.6924
	- Companyvatnumber Exact F1: 0.1227
	- Hotelzipcode Strict Precision: 0.1992
	- Hotelzipcode Strict Recall: 0.6853
	- Hotelzipcode Strict F1: 0.3087
	- Hotelzipcode Ent Type Precision: 0.2120
	- Hotelzipcode Ent Type Recall: 0.7295
	- Hotelzipcode Ent Type F1: 0.3286
	- Hotelzipcode Partial Precision: 0.2076
	- Hotelzipcode Partial Recall: 0.7143
	- Hotelzipcode Partial F1: 0.3218
	- Hotelzipcode Exact Precision: 0.2006
	- Hotelzipcode Exact Recall: 0.6900
	- Hotelzipcode Exact F1: 0.3108
	- Hotelcountry Strict Precision: 0.0548
	- Hotelcountry Strict Recall: 0.7314
	- Hotelcountry Strict F1: 0.1020
	- Hotelcountry Ent Type Precision: 0.0570
	- Hotelcountry Ent Type Recall: 0.7609
	- Hotelcountry Ent Type F1: 0.1061
	- Hotelcountry Partial Precision: 0.0577
	- Hotelcountry Partial Recall: 0.7701
	- Hotelcountry Partial F1: 0.1074
	- Hotelcountry Exact Precision: 0.0563
	- Hotelcountry Exact Recall: 0.7516
	- Hotelcountry Exact F1: 0.1048
	- Hotelbankaccount Strict Precision: 0.0
	- Hotelbankaccount Strict Recall: 0
	- Hotelbankaccount Strict F1: 0
	- Hotelbankaccount Ent Type Precision: 0.0
	- Hotelbankaccount Ent Type Recall: 0
	- Hotelbankaccount Ent Type F1: 0
	- Hotelbankaccount Partial Precision: 0.0
	- Hotelbankaccount Partial Recall: 0
	- Hotelbankaccount Partial F1: 0
	- Hotelbankaccount Exact Precision: 0.0
	- Hotelbankaccount Exact Recall: 0
	- Hotelbankaccount Exact F1: 0
	- Cardnumber Strict Precision: 0.0089
	- Cardnumber Strict Recall: 0.3603
	- Cardnumber Strict F1: 0.0173
	- Cardnumber Ent Type Precision: 0.0124
	- Cardnumber Ent Type Recall: 0.5033
	- Cardnumber Ent Type F1: 0.0241
	- Cardnumber Partial Precision: 0.0107
	- Cardnumber Partial Recall: 0.4347
	- Cardnumber Partial F1: 0.0209
	- Cardnumber Exact Precision: 0.0089
	- Cardnumber Exact Recall: 0.3632
	- Cardnumber Exact F1: 0.0174
	- Externalreservationnumber Strict Precision: 0.0
	- Externalreservationnumber Strict Recall: 0.0
	- Externalreservationnumber Strict F1: 0
	- Externalreservationnumber Ent Type Precision: 0.0006
	- Externalreservationnumber Ent Type Recall: 0.2353
	- Externalreservationnumber Ent Type F1: 0.0011
	- Externalreservationnumber Partial Precision: 0.0009
	- Externalreservationnumber Partial Recall: 0.3725
	- Externalreservationnumber Partial F1: 0.0018
	- Externalreservationnumber Exact Precision: 0.0
	- Externalreservationnumber Exact Recall: 0.0
	- Externalreservationnumber Exact F1: 0
	- Hotelfaxnumber Strict Precision: 0.1295
	- Hotelfaxnumber Strict Recall: 0.7980
	- Hotelfaxnumber Strict F1: 0.2228
	- Hotelfaxnumber Ent Type Precision: 0.1472
	- Hotelfaxnumber Ent Type Recall: 0.9070
	- Hotelfaxnumber Ent Type F1: 0.2533
	- Hotelfaxnumber Partial Precision: 0.1386
	- Hotelfaxnumber Partial Recall: 0.8541
	- Hotelfaxnumber Partial F1: 0.2385
	- Hotelfaxnumber Exact Precision: 0.1298
	- Hotelfaxnumber Exact Recall: 0.7996
	- Hotelfaxnumber Exact F1: 0.2233

	## Model description

	More information needed

	## Intended uses & limitations

	More information needed

	## Training and evaluation data

	More information needed

	## Training procedure

	### Training hyperparameters

	The following hyperparameters were used during training:
	- learning_rate: 5e-06
	- train_batch_size: 8
	- eval_batch_size: 8
	- seed: 42
	- gradient_accumulation_steps: 16
	- total_train_batch_size: 128
	- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
	- lr_scheduler_type: linear
	- lr_scheduler_warmup_ratio: 0.25
	- 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 \| 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 \| 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 \| Checkin Strict Precision \| Checkin Strict Recall \| Checkin Strict F1 \| Checkin Ent Type Precision \| Checkin Ent Type Recall \| Checkin Ent Type F1 \| Checkin Partial Precision \| Checkin Partial Recall \| Checkin Partial F1 \| Checkin Exact Precision \| Checkin Exact Recall \| Checkin Exact F1 \| Hotelname Strict Precision \| Hotelname Strict Recall \| Hotelname Strict F1 \| Hotelname Ent Type Precision \| Hotelname Ent Type Recall \| Hotelname Ent Type F1 \| Hotelname Partial Precision \| Hotelname Partial Recall \| Hotelname Partial F1 \| Hotelname Exact Precision \| Hotelname Exact Recall \| Hotelname Exact F1 \| Hotelemail Strict Precision \| Hotelemail Strict Recall \| Hotelemail Strict F1 \| Hotelemail Ent Type Precision \| Hotelemail Ent Type Recall \| Hotelemail Ent Type F1 \| Hotelemail Partial Precision \| Hotelemail Partial Recall \| Hotelemail Partial F1 \| Hotelemail Exact Precision \| Hotelemail Exact Recall \| Hotelemail Exact F1 \| Checkout Strict Precision \| Checkout Strict Recall \| Checkout Strict F1 \| Checkout Ent Type Precision \| Checkout Ent Type Recall \| Checkout Ent Type F1 \| Checkout Partial Precision \| Checkout Partial Recall \| Checkout Partial F1 \| Checkout Exact Precision \| Checkout Exact Recall \| Checkout Exact F1 \| 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 \| 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 \| 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 \| Grossamount Strict Precision \| Grossamount Strict Recall \| Grossamount Strict F1 \| Grossamount Ent Type Precision \| Grossamount Ent Type Recall \| Grossamount Ent Type F1 \| Grossamount Partial Precision \| Grossamount Partial Recall \| Grossamount Partial F1 \| Grossamount Exact Precision \| Grossamount Exact Recall \| Grossamount Exact F1 \| Companyname Strict Precision \| Companyname Strict Recall \| Companyname Strict F1 \| Companyname Ent Type Precision \| Companyname Ent Type Recall \| Companyname Ent Type F1 \| Companyname Partial Precision \| Companyname Partial Recall \| Companyname Partial F1 \| Companyname Exact Precision \| Companyname Exact Recall \| Companyname Exact F1 \| 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 \| 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 \| Travellername Strict Precision \| Travellername Strict Recall \| Travellername Strict F1 \| Travellername Ent Type Precision \| Travellername Ent Type Recall \| Travellername Ent Type F1 \| Travellername Partial Precision \| Travellername Partial Recall \| Travellername Partial F1 \| Travellername Exact Precision \| Travellername Exact Recall \| Travellername Exact F1 \| Roomno Strict Precision \| Roomno Strict Recall \| Roomno Strict F1 \| Roomno Ent Type Precision \| Roomno Ent Type Recall \| Roomno Ent Type F1 \| Roomno Partial Precision \| Roomno Partial Recall \| Roomno Partial F1 \| Roomno Exact Precision \| Roomno Exact Recall \| Roomno Exact F1 \| 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 \| 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 \| 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 \| 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 \| 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 \| Pagenumber Strict Precision \| Pagenumber Strict Recall \| Pagenumber Strict F1 \| Pagenumber Ent Type Precision \| Pagenumber Ent Type Recall \| Pagenumber Ent Type F1 \| Pagenumber Partial Precision \| Pagenumber Partial Recall \| Pagenumber Partial F1 \| Pagenumber Exact Precision \| Pagenumber Exact Recall \| Pagenumber Exact F1 \| 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 \| 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 \| Hotelphonenumber Strict Precision \| Hotelphonenumber Strict Recall \| Hotelphonenumber Strict F1 \| Hotelphonenumber Ent Type Precision \| Hotelphonenumber Ent Type Recall \| Hotelphonenumber Ent Type F1 \| Hotelphonenumber Partial Precision \| Hotelphonenumber Partial Recall \| Hotelphonenumber Partial F1 \| Hotelphonenumber Exact Precision \| Hotelphonenumber Exact Recall \| Hotelphonenumber Exact F1 \| Documenttype Strict Precision \| Documenttype Strict Recall \| Documenttype Strict F1 \| Documenttype Ent Type Precision \| Documenttype Ent Type Recall \| Documenttype Ent Type F1 \| Documenttype Partial Precision \| Documenttype Partial Recall \| Documenttype Partial F1 \| Documenttype Exact Precision \| Documenttype Exact Recall \| Documenttype Exact F1 \| 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 \| 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 \| 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 \| 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 \| 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 \| 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 \| 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 \| 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 \| 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 \|
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	\| 1.78 \| 0.9995 \| 574 \| 0.5781 \| 0.2381 \| 0.2971 \| 0.2643 \| 0.4067 \| 0.5074 \| 0.4515 \| 0.3901 \| 0.4868 \| 0.4331 \| 0.2673 \| 0.3336 \| 0.2968 \| 0.0106 \| 0.1290 \| 0.0197 \| 0.0388 \| 0.4705 \| 0.0717 \| 0.0287 \| 0.3481 \| 0.0530 \| 0.0117 \| 0.1423 \| 0.0217 \| 0.0018 \| 0.1697 \| 0.0035 \| 0.0042 \| 0.4005 \| 0.0082 \| 0.0041 \| 0.3927 \| 0.0081 \| 0.0025 \| 0.2399 \| 0.0049 \| 0.0292 \| 0.1494 \| 0.0489 \| 0.0743 \| 0.3798 \| 0.1242 \| 0.0723 \| 0.3699 \| 0.1210 \| 0.0338 \| 0.1728 \| 0.0565 \| 0.0023 \| 0.0905 \| 0.0045 \| 0.0097 \| 0.3758 \| 0.0189 \| 0.0069 \| 0.2668 \| 0.0134 \| 0.0025 \| 0.0972 \| 0.0049 \| 0.0494 \| 0.7269 \| 0.0926 \| 0.0579 \| 0.8518 \| 0.1085 \| 0.0538 \| 0.7906 \| 0.1007 \| 0.0495 \| 0.7275 \| 0.0926 \| 0.0278 \| 0.1429 \| 0.0465 \| 0.0562 \| 0.2894 \| 0.0942 \| 0.0458 \| 0.2361 \| 0.0768 \| 0.0286 \| 0.1473 \| 0.0479 \| 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 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.0013 \| 0.0380 \| 0.0025 \| 0.0078 \| 0.2280 \| 0.0151 \| 0.0121 \| 0.3531 \| 0.0234 \| 0.0024 \| 0.0690 \| 0.0046 \| 0.0366 \| 0.3935 \| 0.0670 \| 0.0679 \| 0.7296 \| 0.1243 \| 0.0561 \| 0.6030 \| 0.1027 \| 0.0373 \| 0.4005 \| 0.0682 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.0462 \| 0.3925 \| 0.0827 \| 0.0727 \| 0.6180 \| 0.1302 \| 0.0752 \| 0.6388 \| 0.1345 \| 0.0524 \| 0.4450 \| 0.0937 \| 0.0368 \| 0.3687 \| 0.0669 \| 0.0613 \| 0.6147 \| 0.1115 \| 0.0519 \| 0.5206 \| 0.0944 \| 0.0375 \| 0.3763 \| 0.0683 \| 0.0007 \| 0.9843 \| 0.0015 \| 0.0007 \| 0.9843 \| 0.0015 \| 0.0008 \| 1.0 \| 0.0015 \| 0.0008 \| 1.0 \| 0.0015 \| 0.0001 \| 1.0 \| 0.0001 \| 0.0001 \| 1.0 \| 0.0001 \| 0.0001 \| 1.0 \| 0.0001 \| 0.0001 \| 1.0 \| 0.0001 \| 0.0216 \| 0.2860 \| 0.0402 \| 0.0415 \| 0.5491 \| 0.0772 \| 0.0445 \| 0.5889 \| 0.0828 \| 0.0304 \| 0.4017 \| 0.0565 \| 0.0262 \| 0.3307 \| 0.0485 \| 0.0396 \| 0.4996 \| 0.0733 \| 0.0424 \| 0.5350 \| 0.0785 \| 0.0325 \| 0.4102 \| 0.0602 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.0214 \| 0.3127 \| 0.0400 \| 0.0319 \| 0.4663 \| 0.0596 \| 0.0380 \| 0.5560 \| 0.0711 \| 0.0276 \| 0.4046 \| 0.0517 \| 0.0084 \| 0.6170 \| 0.0166 \| 0.0087 \| 0.6397 \| 0.0172 \| 0.0086 \| 0.6284 \| 0.0169 \| 0.0084 \| 0.6170 \| 0.0166 \| 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 \| 0.0402 \| 0.3523 \| 0.0721 \| 0.0597 \| 0.5240 \| 0.1072 \| 0.0698 \| 0.6124 \| 0.1253 \| 0.0512 \| 0.4490 \| 0.0919 \| 0.0010 \| 0.2395 \| 0.0019 \| 0.0010 \| 0.2395 \| 0.0019 \| 0.0010 \| 0.2395 \| 0.0019 \| 0.0010 \| 0.2395 \| 0.0019 \| 0.0458 \| 0.5055 \| 0.0839 \| 0.0604 \| 0.6668 \| 0.1107 \| 0.0591 \| 0.6528 \| 0.1084 \| 0.0500 \| 0.5521 \| 0.0917 \| 0.0380 \| 0.3903 \| 0.0693 \| 0.0630 \| 0.6461 \| 0.1147 \| 0.0578 \| 0.5934 \| 0.1054 \| 0.0404 \| 0.4148 \| 0.0737 \| 0.0000 \| 0.0034 \| 0.0000 \| 0.0009 \| 0.5361 \| 0.0019 \| 0.0005 \| 0.2766 \| 0.0010 \| 0.0000 \| 0.0034 \| 0.0000 \| 0.0016 \| 0.1304 \| 0.0031 \| 0.0031 \| 0.2549 \| 0.0061 \| 0.0026 \| 0.2109 \| 0.0051 \| 0.0018 \| 0.1467 \| 0.0035 \| 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 \| 0.0 \| 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 \| 0.0077 \| 0.1438 \| 0.0146 \| 0.0149 \| 0.2798 \| 0.0284 \| 0.0123 \| 0.2297 \| 0.0233 \| 0.0082 \| 0.1539 \| 0.0156 \|
	\| 0.4663 \| 1.9989 \| 1148 \| 0.2650 \| 0.6480 \| 0.5625 \| 0.6022 \| 0.7835 \| 0.6801 \| 0.7281 \| 0.7461 \| 0.6477 \| 0.6934 \| 0.6667 \| 0.5787 \| 0.6196 \| 0.0822 \| 0.3082 \| 0.1297 \| 0.1564 \| 0.5865 \| 0.2469 \| 0.1229 \| 0.4608 \| 0.1940 \| 0.0834 \| 0.3129 \| 0.1318 \| 0.1241 \| 0.4867 \| 0.1977 \| 0.1473 \| 0.5777 \| 0.2347 \| 0.1465 \| 0.5746 \| 0.2334 \| 0.1319 \| 0.5173 \| 0.2102 \| 0.0463 \| 0.1554 \| 0.0713 \| 0.1278 \| 0.4294 \| 0.1970 \| 0.0891 \| 0.2993 \| 0.1373 \| 0.0468 \| 0.1573 \| 0.0722 \| 0.2096 \| 0.8450 \| 0.3358 \| 0.2161 \| 0.8713 \| 0.3463 \| 0.2168 \| 0.8742 \| 0.3474 \| 0.2125 \| 0.8570 \| 0.3406 \| 0.1366 \| 0.8067 \| 0.2337 \| 0.1455 \| 0.8593 \| 0.2489 \| 0.1412 \| 0.8336 \| 0.2415 \| 0.1367 \| 0.8070 \| 0.2338 \| 0.2066 \| 0.8308 \| 0.3310 \| 0.2129 \| 0.8559 \| 0.3410 \| 0.2121 \| 0.8527 \| 0.3397 \| 0.2088 \| 0.8393 \| 0.3344 \| 0.0001 \| 0.0031 \| 0.0002 \| 0.0295 \| 0.7006 \| 0.0566 \| 0.0160 \| 0.3794 \| 0.0307 \| 0.0001 \| 0.0031 \| 0.0002 \| 0.0001 \| 0.0030 \| 0.0002 \| 0.0137 \| 0.4215 \| 0.0265 \| 0.0117 \| 0.3609 \| 0.0227 \| 0.0002 \| 0.0050 \| 0.0003 \| 0.0158 \| 0.4640 \| 0.0306 \| 0.0217 \| 0.6359 \| 0.0420 \| 0.0188 \| 0.5500 \| 0.0363 \| 0.0158 \| 0.4640 \| 0.0306 \| 0.0963 \| 0.3291 \| 0.1489 \| 0.1202 \| 0.4108 \| 0.1860 \| 0.1252 \| 0.4281 \| 0.1938 \| 0.1102 \| 0.3768 \| 0.1706 \| 0.1373 \| 0.5697 \| 0.2213 \| 0.1856 \| 0.7700 \| 0.2991 \| 0.1647 \| 0.6831 \| 0.2654 \| 0.1386 \| 0.5750 \| 0.2234 \| 0.0182 \| 0.2069 \| 0.0334 \| 0.0182 \| 0.2071 \| 0.0335 \| 0.0182 \| 0.2072 \| 0.0335 \| 0.0182 \| 0.2071 \| 0.0335 \| 0.1559 \| 0.6711 \| 0.2530 \| 0.1913 \| 0.8235 \| 0.3104 \| 0.1784 \| 0.7681 \| 0.2895 \| 0.1584 \| 0.6821 \| 0.2571 \| 0.1302 \| 0.4448 \| 0.2015 \| 0.1915 \| 0.6543 \| 0.2963 \| 0.1636 \| 0.5588 \| 0.2531 \| 0.1315 \| 0.4493 \| 0.2035 \| 0.1041 \| 0.6452 \| 0.1792 \| 0.1081 \| 0.6699 \| 0.1861 \| 0.1202 \| 0.7452 \| 0.2070 \| 0.1177 \| 0.7298 \| 0.2027 \| 0.1714 \| 0.6485 \| 0.2712 \| 0.1715 \| 0.6487 \| 0.2712 \| 0.1736 \| 0.6567 \| 0.2746 \| 0.1736 \| 0.6567 \| 0.2745 \| 0.1668 \| 0.7561 \| 0.2734 \| 0.1831 \| 0.8297 \| 0.2999 \| 0.1828 \| 0.8283 \| 0.2995 \| 0.1724 \| 0.7812 \| 0.2824 \| 0.1611 \| 0.6888 \| 0.2611 \| 0.1848 \| 0.7904 \| 0.2996 \| 0.1777 \| 0.7599 \| 0.2881 \| 0.1653 \| 0.7070 \| 0.2680 \| 0.0009 \| 0.0494 \| 0.0017 \| 0.0102 \| 0.5756 \| 0.0201 \| 0.0062 \| 0.3507 \| 0.0122 \| 0.0010 \| 0.0560 \| 0.0020 \| 0.0967 \| 0.4293 \| 0.1578 \| 0.1129 \| 0.5012 \| 0.1842 \| 0.1184 \| 0.5255 \| 0.1932 \| 0.1081 \| 0.4798 \| 0.1764 \| 0.0997 \| 0.7992 \| 0.1773 \| 0.1007 \| 0.8070 \| 0.1790 \| 0.1003 \| 0.8038 \| 0.1783 \| 0.0998 \| 0.7996 \| 0.1774 \| 0.0114 \| 0.0952 \| 0.0204 \| 0.0156 \| 0.1306 \| 0.0279 \| 0.0199 \| 0.1662 \| 0.0356 \| 0.0156 \| 0.1303 \| 0.0279 \| 0.0281 \| 0.1783 \| 0.0486 \| 0.0571 \| 0.3616 \| 0.0986 \| 0.0716 \| 0.4538 \| 0.1237 \| 0.0348 \| 0.2208 \| 0.0602 \| 0.1290 \| 0.7020 \| 0.2179 \| 0.1583 \| 0.8616 \| 0.2675 \| 0.1442 \| 0.7847 \| 0.2436 \| 0.1294 \| 0.7044 \| 0.2187 \| 0.1414 \| 0.6441 \| 0.2319 \| 0.1626 \| 0.7406 \| 0.2666 \| 0.1525 \| 0.6948 \| 0.2502 \| 0.1416 \| 0.6448 \| 0.2322 \| 0.1805 \| 0.8244 \| 0.2962 \| 0.1913 \| 0.8737 \| 0.3139 \| 0.1902 \| 0.8687 \| 0.3121 \| 0.1834 \| 0.8375 \| 0.3009 \| 0.1812 \| 0.8266 \| 0.2972 \| 0.1897 \| 0.8652 \| 0.3111 \| 0.1882 \| 0.8588 \| 0.3088 \| 0.1837 \| 0.8380 \| 0.3013 \| 0.0021 \| 0.0383 \| 0.0040 \| 0.0379 \| 0.6924 \| 0.0719 \| 0.0228 \| 0.4156 \| 0.0432 \| 0.0024 \| 0.0430 \| 0.0045 \| 0.1360 \| 0.5545 \| 0.2184 \| 0.1544 \| 0.6297 \| 0.2480 \| 0.1484 \| 0.6052 \| 0.2383 \| 0.1383 \| 0.5641 \| 0.2222 \| 0.0046 \| 0.7618 \| 0.0091 \| 0.0046 \| 0.7618 \| 0.0091 \| 0.0047 \| 0.7812 \| 0.0094 \| 0.0047 \| 0.7812 \| 0.0094 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.0044 \| 0.3333 \| 0.0087 \| 0.0075 \| 0.5635 \| 0.0147 \| 0.0060 \| 0.4547 \| 0.0119 \| 0.0044 \| 0.3358 \| 0.0088 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.0954 \| 0.7828 \| 0.1700 \| 0.1087 \| 0.8923 \| 0.1938 \| 0.1022 \| 0.8390 \| 0.1822 \| 0.0955 \| 0.7839 \| 0.1702 \|
	\| 0.2572 \| 2.9984 \| 1722 \| 0.2175 \| 0.7309 \| 0.6524 \| 0.6894 \| 0.8362 \| 0.7463 \| 0.7887 \| 0.8033 \| 0.7169 \| 0.7576 \| 0.7452 \| 0.6651 \| 0.7029 \| 0.1099 \| 0.3798 \| 0.1705 \| 0.1837 \| 0.6346 \| 0.2849 \| 0.1498 \| 0.5175 \| 0.2323 \| 0.1112 \| 0.3844 \| 0.1725 \| 0.1666 \| 0.5637 \| 0.2572 \| 0.1878 \| 0.6354 \| 0.2899 \| 0.1836 \| 0.6211 \| 0.2834 \| 0.1704 \| 0.5766 \| 0.2631 \| 0.0875 \| 0.2575 \| 0.1307 \| 0.1645 \| 0.4840 \| 0.2456 \| 0.1280 \| 0.3765 \| 0.1911 \| 0.0877 \| 0.2580 \| 0.1309 \| 0.2528 \| 0.8755 \| 0.3923 \| 0.2587 \| 0.8959 \| 0.4015 \| 0.2581 \| 0.8938 \| 0.4005 \| 0.2545 \| 0.8815 \| 0.3950 \| 0.1662 \| 0.8477 \| 0.2778 \| 0.1748 \| 0.8918 \| 0.2923 \| 0.1705 \| 0.8701 \| 0.2852 \| 0.1662 \| 0.8480 \| 0.2779 \| 0.2501 \| 0.8651 \| 0.3881 \| 0.2551 \| 0.8824 \| 0.3958 \| 0.2542 \| 0.8791 \| 0.3943 \| 0.2515 \| 0.8699 \| 0.3902 \| 0.0334 \| 0.5194 \| 0.0627 \| 0.0416 \| 0.6467 \| 0.0781 \| 0.0403 \| 0.6276 \| 0.0758 \| 0.0359 \| 0.5592 \| 0.0675 \| 0.0147 \| 0.2431 \| 0.0277 \| 0.0309 \| 0.5112 \| 0.0583 \| 0.0291 \| 0.4807 \| 0.0548 \| 0.0179 \| 0.2966 \| 0.0338 \| 0.0331 \| 0.5310 \| 0.0624 \| 0.0390 \| 0.6252 \| 0.0734 \| 0.0361 \| 0.5791 \| 0.0680 \| 0.0332 \| 0.5320 \| 0.0625 \| 0.1429 \| 0.4724 \| 0.2195 \| 0.1651 \| 0.5456 \| 0.2535 \| 0.1648 \| 0.5447 \| 0.2531 \| 0.1518 \| 0.5017 \| 0.2331 \| 0.1754 \| 0.6522 \| 0.2765 \| 0.2248 \| 0.8356 \| 0.3542 \| 0.2033 \| 0.7559 \| 0.3204 \| 0.1769 \| 0.6578 \| 0.2788 \| 0.0794 \| 0.4437 \| 0.1347 \| 0.0802 \| 0.4481 \| 0.1360 \| 0.0799 \| 0.4465 \| 0.1355 \| 0.0795 \| 0.4443 \| 0.1348 \| 0.1918 \| 0.7303 \| 0.3038 \| 0.2312 \| 0.8805 \| 0.3663 \| 0.2151 \| 0.8191 \| 0.3407 \| 0.1937 \| 0.7374 \| 0.3068 \| 0.1592 \| 0.4790 \| 0.2390 \| 0.2285 \| 0.6873 \| 0.3429 \| 0.1958 \| 0.5889 \| 0.2938 \| 0.1602 \| 0.4821 \| 0.2405 \| 0.1423 \| 0.8051 \| 0.2419 \| 0.1444 \| 0.8168 \| 0.2454 \| 0.1513 \| 0.8556 \| 0.2571 \| 0.1497 \| 0.8468 \| 0.2544 \| 0.2313 \| 0.7625 \| 0.3549 \| 0.2330 \| 0.7682 \| 0.3576 \| 0.2347 \| 0.7737 \| 0.3601 \| 0.2337 \| 0.7706 \| 0.3587 \| 0.2092 \| 0.8099 \| 0.3325 \| 0.2236 \| 0.8659 \| 0.3555 \| 0.2223 \| 0.8607 \| 0.3533 \| 0.2142 \| 0.8294 \| 0.3405 \| 0.2042 \| 0.7815 \| 0.3238 \| 0.2271 \| 0.8694 \| 0.3602 \| 0.2179 \| 0.8339 \| 0.3455 \| 0.2062 \| 0.7893 \| 0.3270 \| 0.0235 \| 0.5253 \| 0.0449 \| 0.0277 \| 0.6204 \| 0.0531 \| 0.0308 \| 0.6882 \| 0.0589 \| 0.0265 \| 0.5935 \| 0.0508 \| 0.1267 \| 0.5819 \| 0.2081 \| 0.1404 \| 0.6448 \| 0.2306 \| 0.1455 \| 0.6682 \| 0.2390 \| 0.1374 \| 0.6311 \| 0.2257 \| 0.1254 \| 0.8044 \| 0.2170 \| 0.1264 \| 0.8109 \| 0.2188 \| 0.1261 \| 0.8087 \| 0.2182 \| 0.1256 \| 0.8053 \| 0.2172 \| 0.0606 \| 0.4175 \| 0.1058 \| 0.0735 \| 0.5067 \| 0.1284 \| 0.0752 \| 0.5187 \| 0.1314 \| 0.0669 \| 0.4615 \| 0.1169 \| 0.0591 \| 0.3895 \| 0.1026 \| 0.0812 \| 0.5350 \| 0.1410 \| 0.0861 \| 0.5673 \| 0.1495 \| 0.0692 \| 0.4558 \| 0.1201 \| 0.1580 \| 0.7312 \| 0.2599 \| 0.1912 \| 0.8844 \| 0.3144 \| 0.1751 \| 0.8103 \| 0.2880 \| 0.1585 \| 0.7332 \| 0.2606 \| 0.1852 \| 0.6898 \| 0.2919 \| 0.2078 \| 0.7743 \| 0.3277 \| 0.1971 \| 0.7344 \| 0.3108 \| 0.1854 \| 0.6908 \| 0.2924 \| 0.2217 \| 0.8650 \| 0.3530 \| 0.2314 \| 0.9027 \| 0.3684 \| 0.2304 \| 0.8989 \| 0.3668 \| 0.2243 \| 0.8750 \| 0.3570 \| 0.2216 \| 0.8578 \| 0.3521 \| 0.2303 \| 0.8916 \| 0.3660 \| 0.2285 \| 0.8848 \| 0.3632 \| 0.2238 \| 0.8663 \| 0.3557 \| 0.0474 \| 0.6068 \| 0.0880 \| 0.0554 \| 0.7086 \| 0.1027 \| 0.0563 \| 0.7205 \| 0.1045 \| 0.0513 \| 0.6557 \| 0.0951 \| 0.1730 \| 0.6274 \| 0.2712 \| 0.1883 \| 0.6827 \| 0.2951 \| 0.1830 \| 0.6636 \| 0.2869 \| 0.1746 \| 0.6332 \| 0.2738 \| 0.0378 \| 0.6513 \| 0.0715 \| 0.0382 \| 0.6586 \| 0.0723 \| 0.0388 \| 0.6679 \| 0.0733 \| 0.0385 \| 0.6639 \| 0.0728 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.0061 \| 0.3035 \| 0.0119 \| 0.0110 \| 0.5489 \| 0.0216 \| 0.0086 \| 0.4293 \| 0.0169 \| 0.0061 \| 0.3056 \| 0.0120 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.1171 \| 0.7908 \| 0.2041 \| 0.1334 \| 0.9002 \| 0.2323 \| 0.1255 \| 0.8470 \| 0.2186 \| 0.1174 \| 0.7922 \| 0.2044 \|
	\| 0.2045 \| 3.9996 \| 2297 \| 0.2042 \| 0.7445 \| 0.6832 \| 0.7126 \| 0.8412 \| 0.7720 \| 0.8051 \| 0.8098 \| 0.7431 \| 0.7751 \| 0.7578 \| 0.6954 \| 0.7253 \| 0.1134 \| 0.4287 \| 0.1793 \| 0.1798 \| 0.6797 \| 0.2844 \| 0.1488 \| 0.5626 \| 0.2354 \| 0.1142 \| 0.4318 \| 0.1807 \| 0.1648 \| 0.6096 \| 0.2594 \| 0.1832 \| 0.6776 \| 0.2884 \| 0.1789 \| 0.6617 \| 0.2816 \| 0.1682 \| 0.6224 \| 0.2649 \| 0.0899 \| 0.2914 \| 0.1374 \| 0.1565 \| 0.5072 \| 0.2392 \| 0.1246 \| 0.4037 \| 0.1904 \| 0.0901 \| 0.2919 \| 0.1377 \| 0.2516 \| 0.8847 \| 0.3918 \| 0.2579 \| 0.9068 \| 0.4016 \| 0.2569 \| 0.9032 \| 0.4000 \| 0.2533 \| 0.8905 \| 0.3944 \| 0.1680 \| 0.8479 \| 0.2804 \| 0.1764 \| 0.8904 \| 0.2944 \| 0.1722 \| 0.8695 \| 0.2875 \| 0.1680 \| 0.8482 \| 0.2805 \| 0.2483 \| 0.8778 \| 0.3871 \| 0.2539 \| 0.8975 \| 0.3958 \| 0.2523 \| 0.8919 \| 0.3934 \| 0.2494 \| 0.8814 \| 0.3888 \| 0.0373 \| 0.5425 \| 0.0699 \| 0.0424 \| 0.6155 \| 0.0793 \| 0.0433 \| 0.6298 \| 0.0811 \| 0.0403 \| 0.5859 \| 0.0755 \| 0.0248 \| 0.3679 \| 0.0465 \| 0.0366 \| 0.5424 \| 0.0686 \| 0.0376 \| 0.5566 \| 0.0704 \| 0.0299 \| 0.4430 \| 0.0560 \| 0.0428 \| 0.5470 \| 0.0794 \| 0.0477 \| 0.6096 \| 0.0885 \| 0.0453 \| 0.5794 \| 0.0841 \| 0.0429 \| 0.5481 \| 0.0795 \| 0.1424 \| 0.5342 \| 0.2249 \| 0.1648 \| 0.6180 \| 0.2602 \| 0.1603 \| 0.6013 \| 0.2532 \| 0.1480 \| 0.5551 \| 0.2337 \| 0.1758 \| 0.6602 \| 0.2777 \| 0.2259 \| 0.8479 \| 0.3567 \| 0.2034 \| 0.7634 \| 0.3212 \| 0.1769 \| 0.6642 \| 0.2794 \| 0.0841 \| 0.4566 \| 0.1421 \| 0.0849 \| 0.4609 \| 0.1434 \| 0.0846 \| 0.4593 \| 0.1429 \| 0.0842 \| 0.4571 \| 0.1423 \| 0.1938 \| 0.7483 \| 0.3079 \| 0.2321 \| 0.8961 \| 0.3687 \| 0.2160 \| 0.8341 \| 0.3432 \| 0.1955 \| 0.7548 \| 0.3106 \| 0.1643 \| 0.4967 \| 0.2469 \| 0.2302 \| 0.6961 \| 0.3460 \| 0.1991 \| 0.6021 \| 0.2993 \| 0.1653 \| 0.4998 \| 0.2484 \| 0.1444 \| 0.8325 \| 0.2462 \| 0.1460 \| 0.8417 \| 0.2489 \| 0.1508 \| 0.8691 \| 0.2570 \| 0.1498 \| 0.8634 \| 0.2553 \| 0.2353 \| 0.7837 \| 0.3619 \| 0.2370 \| 0.7895 \| 0.3646 \| 0.2386 \| 0.7947 \| 0.3670 \| 0.2376 \| 0.7915 \| 0.3655 \| 0.2125 \| 0.8201 \| 0.3375 \| 0.2252 \| 0.8694 \| 0.3578 \| 0.2249 \| 0.8684 \| 0.3573 \| 0.2178 \| 0.8406 \| 0.3459 \| 0.2070 \| 0.7905 \| 0.3281 \| 0.2284 \| 0.8724 \| 0.3621 \| 0.2199 \| 0.8398 \| 0.3485 \| 0.2090 \| 0.7982 \| 0.3313 \| 0.0305 \| 0.5606 \| 0.0579 \| 0.0331 \| 0.6083 \| 0.0629 \| 0.0402 \| 0.7381 \| 0.0763 \| 0.0383 \| 0.7020 \| 0.0726 \| 0.1277 \| 0.6206 \| 0.2118 \| 0.1400 \| 0.6805 \| 0.2323 \| 0.1437 \| 0.6983 \| 0.2383 \| 0.1364 \| 0.6631 \| 0.2263 \| 0.1264 \| 0.8116 \| 0.2187 \| 0.1275 \| 0.8185 \| 0.2206 \| 0.1271 \| 0.8159 \| 0.2199 \| 0.1265 \| 0.8123 \| 0.2189 \| 0.0721 \| 0.5536 \| 0.1276 \| 0.0849 \| 0.6515 \| 0.1502 \| 0.0846 \| 0.6496 \| 0.1498 \| 0.0767 \| 0.5890 \| 0.1358 \| 0.0720 \| 0.4906 \| 0.1256 \| 0.0890 \| 0.6065 \| 0.1552 \| 0.0906 \| 0.6172 \| 0.1580 \| 0.0801 \| 0.5456 \| 0.1396 \| 0.1585 \| 0.7460 \| 0.2614 \| 0.1910 \| 0.8991 \| 0.3150 \| 0.1752 \| 0.8249 \| 0.2890 \| 0.1589 \| 0.7479 \| 0.2621 \| 0.1884 \| 0.7045 \| 0.2973 \| 0.2111 \| 0.7893 \| 0.3332 \| 0.2003 \| 0.7490 \| 0.3161 \| 0.1887 \| 0.7054 \| 0.2977 \| 0.2246 \| 0.8824 \| 0.3581 \| 0.2326 \| 0.9138 \| 0.3709 \| 0.2323 \| 0.9126 \| 0.3704 \| 0.2272 \| 0.8924 \| 0.3622 \| 0.2238 \| 0.8681 \| 0.3559 \| 0.2317 \| 0.8988 \| 0.3685 \| 0.2304 \| 0.8934 \| 0.3663 \| 0.2261 \| 0.8769 \| 0.3595 \| 0.0513 \| 0.6418 \| 0.0950 \| 0.0572 \| 0.7152 \| 0.1059 \| 0.0598 \| 0.7474 \| 0.1107 \| 0.0559 \| 0.6991 \| 0.1035 \| 0.1746 \| 0.6719 \| 0.2771 \| 0.1882 \| 0.7244 \| 0.2988 \| 0.1838 \| 0.7072 \| 0.2917 \| 0.1761 \| 0.6777 \| 0.2796 \| 0.0447 \| 0.7155 \| 0.0841 \| 0.0468 \| 0.7494 \| 0.0881 \| 0.0471 \| 0.7537 \| 0.0886 \| 0.0460 \| 0.7358 \| 0.0865 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.0044 \| 0.2586 \| 0.0087 \| 0.0096 \| 0.5613 \| 0.0189 \| 0.0070 \| 0.4118 \| 0.0138 \| 0.0044 \| 0.2598 \| 0.0087 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.1175 \| 0.7990 \| 0.2048 \| 0.1335 \| 0.9078 \| 0.2327 \| 0.1257 \| 0.8548 \| 0.2191 \| 0.1177 \| 0.8003 \| 0.2052 \|
	\| 0.1823 \| 4.9990 \| 2871 \| 0.2061 \| 0.7657 \| 0.6817 \| 0.7213 \| 0.8615 \| 0.7669 \| 0.8115 \| 0.8303 \| 0.7392 \| 0.7821 \| 0.7789 \| 0.6934 \| 0.7337 \| 0.1375 \| 0.4280 \| 0.2082 \| 0.2147 \| 0.6682 \| 0.3250 \| 0.1792 \| 0.5577 \| 0.2712 \| 0.1386 \| 0.4313 \| 0.2097 \| 0.1978 \| 0.6166 \| 0.2996 \| 0.2169 \| 0.6760 \| 0.3284 \| 0.2126 \| 0.6626 \| 0.3219 \| 0.2015 \| 0.6279 \| 0.3051 \| 0.1119 \| 0.2945 \| 0.1622 \| 0.1893 \| 0.4982 \| 0.2744 \| 0.1523 \| 0.4009 \| 0.2208 \| 0.1121 \| 0.2950 \| 0.1625 \| 0.2828 \| 0.8858 \| 0.4288 \| 0.2897 \| 0.9073 \| 0.4392 \| 0.2889 \| 0.9046 \| 0.4379 \| 0.2848 \| 0.8918 \| 0.4317 \| 0.1917 \| 0.8562 \| 0.3133 \| 0.2006 \| 0.8962 \| 0.3279 \| 0.1962 \| 0.8765 \| 0.3207 \| 0.1918 \| 0.8565 \| 0.3134 \| 0.2787 \| 0.8795 \| 0.4233 \| 0.2845 \| 0.8976 \| 0.4321 \| 0.2829 \| 0.8927 \| 0.4297 \| 0.2799 \| 0.8830 \| 0.4250 \| 0.0472 \| 0.5461 \| 0.0869 \| 0.0517 \| 0.5984 \| 0.0952 \| 0.0542 \| 0.6270 \| 0.0998 \| 0.0517 \| 0.5976 \| 0.0951 \| 0.0350 \| 0.4006 \| 0.0644 \| 0.0458 \| 0.5236 \| 0.0842 \| 0.0489 \| 0.5587 \| 0.0899 \| 0.0419 \| 0.4788 \| 0.0770 \| 0.0535 \| 0.5177 \| 0.0970 \| 0.0600 \| 0.5806 \| 0.1088 \| 0.0568 \| 0.5500 \| 0.1030 \| 0.0536 \| 0.5186 \| 0.0971 \| 0.1706 \| 0.5411 \| 0.2595 \| 0.1943 \| 0.6162 \| 0.2955 \| 0.1906 \| 0.6043 \| 0.2898 \| 0.1778 \| 0.5637 \| 0.2703 \| 0.2013 \| 0.6691 \| 0.3094 \| 0.2550 \| 0.8477 \| 0.3921 \| 0.2312 \| 0.7688 \| 0.3555 \| 0.2028 \| 0.6741 \| 0.3118 \| 0.1052 \| 0.4436 \| 0.1701 \| 0.1060 \| 0.4471 \| 0.1714 \| 0.1057 \| 0.4459 \| 0.1709 \| 0.1053 \| 0.4440 \| 0.1702 \| 0.2196 \| 0.7558 \| 0.3403 \| 0.2613 \| 0.8994 \| 0.4050 \| 0.2436 \| 0.8384 \| 0.3775 \| 0.2213 \| 0.7618 \| 0.3430 \| 0.1880 \| 0.5052 \| 0.2740 \| 0.2644 \| 0.7108 \| 0.3855 \| 0.2280 \| 0.6128 \| 0.3323 \| 0.1890 \| 0.5080 \| 0.2755 \| 0.1655 \| 0.8386 \| 0.2764 \| 0.1671 \| 0.8470 \| 0.2791 \| 0.1714 \| 0.8688 \| 0.2863 \| 0.1704 \| 0.8635 \| 0.2846 \| 0.2714 \| 0.7764 \| 0.4022 \| 0.2735 \| 0.7826 \| 0.4054 \| 0.2755 \| 0.7880 \| 0.4082 \| 0.2742 \| 0.7846 \| 0.4064 \| 0.2373 \| 0.8153 \| 0.3676 \| 0.2539 \| 0.8723 \| 0.3934 \| 0.2522 \| 0.8664 \| 0.3907 \| 0.2427 \| 0.8337 \| 0.3759 \| 0.2361 \| 0.8007 \| 0.3647 \| 0.2580 \| 0.8749 \| 0.3985 \| 0.2494 \| 0.8460 \| 0.3853 \| 0.2383 \| 0.8083 \| 0.3681 \| 0.0380 \| 0.5116 \| 0.0708 \| 0.0415 \| 0.5582 \| 0.0772 \| 0.0508 \| 0.6834 \| 0.0945 \| 0.0477 \| 0.6426 \| 0.0889 \| 0.1493 \| 0.6237 \| 0.2410 \| 0.1625 \| 0.6788 \| 0.2622 \| 0.1680 \| 0.7018 \| 0.2711 \| 0.1604 \| 0.6699 \| 0.2588 \| 0.1451 \| 0.8146 \| 0.2464 \| 0.1464 \| 0.8218 \| 0.2486 \| 0.1459 \| 0.8191 \| 0.2477 \| 0.1453 \| 0.8153 \| 0.2466 \| 0.0862 \| 0.5610 \| 0.1494 \| 0.1017 \| 0.6618 \| 0.1763 \| 0.0993 \| 0.6459 \| 0.1721 \| 0.0902 \| 0.5868 \| 0.1563 \| 0.0887 \| 0.5053 \| 0.1509 \| 0.1086 \| 0.6188 \| 0.1848 \| 0.1080 \| 0.6155 \| 0.1838 \| 0.0966 \| 0.5502 \| 0.1643 \| 0.1805 \| 0.7488 \| 0.2908 \| 0.2167 \| 0.8992 \| 0.3493 \| 0.1991 \| 0.8262 \| 0.3209 \| 0.1809 \| 0.7506 \| 0.2916 \| 0.2169 \| 0.7123 \| 0.3325 \| 0.2418 \| 0.7940 \| 0.3707 \| 0.2300 \| 0.7554 \| 0.3527 \| 0.2172 \| 0.7134 \| 0.3331 \| 0.2534 \| 0.8910 \| 0.3945 \| 0.2619 \| 0.9209 \| 0.4078 \| 0.2613 \| 0.9187 \| 0.4068 \| 0.2558 \| 0.8997 \| 0.3984 \| 0.2527 \| 0.8778 \| 0.3925 \| 0.2607 \| 0.9055 \| 0.4048 \| 0.2591 \| 0.9001 \| 0.4024 \| 0.2547 \| 0.8845 \| 0.3955 \| 0.0618 \| 0.6389 \| 0.1127 \| 0.0682 \| 0.7052 \| 0.1244 \| 0.0713 \| 0.7364 \| 0.1299 \| 0.0670 \| 0.6920 \| 0.1221 \| 0.2069 \| 0.6766 \| 0.3168 \| 0.2209 \| 0.7227 \| 0.3384 \| 0.2162 \| 0.7070 \| 0.3311 \| 0.2083 \| 0.6814 \| 0.3191 \| 0.0560 \| 0.7212 \| 0.1040 \| 0.0585 \| 0.7528 \| 0.1086 \| 0.0591 \| 0.7612 \| 0.1098 \| 0.0577 \| 0.7427 \| 0.1071 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.0086 \| 0.3143 \| 0.0167 \| 0.0137 \| 0.5018 \| 0.0267 \| 0.0112 \| 0.4107 \| 0.0218 \| 0.0086 \| 0.3161 \| 0.0168 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.1344 \| 0.7957 \| 0.2300 \| 0.1526 \| 0.9034 \| 0.2611 \| 0.1438 \| 0.8513 \| 0.2460 \| 0.1347 \| 0.7973 \| 0.2304 \|
	\| 0.1693 \| 5.9985 \| 3445 \| 0.2040 \| 0.7613 \| 0.6950 \| 0.7267 \| 0.8545 \| 0.7801 \| 0.8156 \| 0.8235 \| 0.7518 \| 0.7860 \| 0.7738 \| 0.7064 \| 0.7386 \| 0.1305 \| 0.4401 \| 0.2013 \| 0.2013 \| 0.6785 \| 0.3105 \| 0.1685 \| 0.5679 \| 0.2598 \| 0.1313 \| 0.4427 \| 0.2025 \| 0.1839 \| 0.6287 \| 0.2846 \| 0.2017 \| 0.6894 \| 0.3120 \| 0.1975 \| 0.6751 \| 0.3056 \| 0.1873 \| 0.6401 \| 0.2898 \| 0.1047 \| 0.3060 \| 0.1560 \| 0.1752 \| 0.5122 \| 0.2611 \| 0.1414 \| 0.4134 \| 0.2108 \| 0.1048 \| 0.3065 \| 0.1562 \| 0.2684 \| 0.8929 \| 0.4127 \| 0.2746 \| 0.9137 \| 0.4223 \| 0.2738 \| 0.9111 \| 0.4211 \| 0.2701 \| 0.8987 \| 0.4153 \| 0.1812 \| 0.8559 \| 0.2991 \| 0.1895 \| 0.8950 \| 0.3127 \| 0.1854 \| 0.8758 \| 0.3060 \| 0.1812 \| 0.8562 \| 0.2991 \| 0.2647 \| 0.8739 \| 0.4064 \| 0.2704 \| 0.8925 \| 0.4150 \| 0.2689 \| 0.8876 \| 0.4128 \| 0.2659 \| 0.8777 \| 0.4081 \| 0.0435 \| 0.5532 \| 0.0807 \| 0.0478 \| 0.6077 \| 0.0886 \| 0.0501 \| 0.6365 \| 0.0928 \| 0.0476 \| 0.6055 \| 0.0883 \| 0.0324 \| 0.4443 \| 0.0603 \| 0.0419 \| 0.5752 \| 0.0781 \| 0.0446 \| 0.6130 \| 0.0832 \| 0.0387 \| 0.5316 \| 0.0722 \| 0.0495 \| 0.5284 \| 0.0905 \| 0.0551 \| 0.5878 \| 0.1007 \| 0.0524 \| 0.5590 \| 0.0957 \| 0.0496 \| 0.5293 \| 0.0907 \| 0.1591 \| 0.5643 \| 0.2483 \| 0.1810 \| 0.6418 \| 0.2824 \| 0.1763 \| 0.6252 \| 0.2750 \| 0.1646 \| 0.5837 \| 0.2568 \| 0.1915 \| 0.6760 \| 0.2984 \| 0.2422 \| 0.8550 \| 0.3775 \| 0.2197 \| 0.7757 \| 0.3424 \| 0.1929 \| 0.6809 \| 0.3006 \| 0.0932 \| 0.4696 \| 0.1555 \| 0.0937 \| 0.4720 \| 0.1563 \| 0.0935 \| 0.4711 \| 0.1560 \| 0.0933 \| 0.4699 \| 0.1556 \| 0.2089 \| 0.7587 \| 0.3276 \| 0.2483 \| 0.9016 \| 0.3894 \| 0.2317 \| 0.8414 \| 0.3634 \| 0.2106 \| 0.7647 \| 0.3302 \| 0.1798 \| 0.5162 \| 0.2667 \| 0.2517 \| 0.7226 \| 0.3734 \| 0.2174 \| 0.6240 \| 0.3224 \| 0.1807 \| 0.5188 \| 0.2681 \| 0.1564 \| 0.8379 \| 0.2636 \| 0.1581 \| 0.8469 \| 0.2664 \| 0.1619 \| 0.8677 \| 0.2729 \| 0.1609 \| 0.8623 \| 0.2713 \| 0.2576 \| 0.7988 \| 0.3896 \| 0.2599 \| 0.8058 \| 0.3931 \| 0.2612 \| 0.8100 \| 0.3951 \| 0.2600 \| 0.8061 \| 0.3932 \| 0.2259 \| 0.8204 \| 0.3542 \| 0.2412 \| 0.8762 \| 0.3783 \| 0.2395 \| 0.8699 \| 0.3755 \| 0.2308 \| 0.8385 \| 0.3620 \| 0.2237 \| 0.8082 \| 0.3505 \| 0.2438 \| 0.8805 \| 0.3818 \| 0.2359 \| 0.8521 \| 0.3695 \| 0.2258 \| 0.8155 \| 0.3536 \| 0.0353 \| 0.5411 \| 0.0663 \| 0.0377 \| 0.5775 \| 0.0707 \| 0.0455 \| 0.6974 \| 0.0854 \| 0.0435 \| 0.6671 \| 0.0817 \| 0.1397 \| 0.6320 \| 0.2288 \| 0.1513 \| 0.6846 \| 0.2478 \| 0.1565 \| 0.7081 \| 0.2563 \| 0.1499 \| 0.6783 \| 0.2455 \| 0.1371 \| 0.8124 \| 0.2346 \| 0.1382 \| 0.8191 \| 0.2365 \| 0.1378 \| 0.8166 \| 0.2358 \| 0.1372 \| 0.8131 \| 0.2348 \| 0.0815 \| 0.6017 \| 0.1436 \| 0.0955 \| 0.7045 \| 0.1681 \| 0.0933 \| 0.6882 \| 0.1643 \| 0.0851 \| 0.6282 \| 0.1499 \| 0.0840 \| 0.5465 \| 0.1456 \| 0.1015 \| 0.6604 \| 0.1760 \| 0.1000 \| 0.6504 \| 0.1733 \| 0.0899 \| 0.5851 \| 0.1559 \| 0.1703 \| 0.7515 \| 0.2777 \| 0.2046 \| 0.9028 \| 0.3336 \| 0.1880 \| 0.8297 \| 0.3065 \| 0.1708 \| 0.7536 \| 0.2785 \| 0.2048 \| 0.7247 \| 0.3194 \| 0.2274 \| 0.8044 \| 0.3545 \| 0.2167 \| 0.7668 \| 0.3380 \| 0.2051 \| 0.7257 \| 0.3199 \| 0.2408 \| 0.8953 \| 0.3796 \| 0.2486 \| 0.9240 \| 0.3917 \| 0.2483 \| 0.9230 \| 0.3913 \| 0.2433 \| 0.9046 \| 0.3835 \| 0.2393 \| 0.8863 \| 0.3769 \| 0.2469 \| 0.9143 \| 0.3887 \| 0.2453 \| 0.9084 \| 0.3862 \| 0.2412 \| 0.8934 \| 0.3799 \| 0.0582 \| 0.6374 \| 0.1066 \| 0.0645 \| 0.7071 \| 0.1183 \| 0.0675 \| 0.7391 \| 0.1236 \| 0.0633 \| 0.6930 \| 0.1159 \| 0.1926 \| 0.6828 \| 0.3004 \| 0.2057 \| 0.7291 \| 0.3208 \| 0.2012 \| 0.7134 \| 0.3139 \| 0.1940 \| 0.6877 \| 0.3026 \| 0.0528 \| 0.7309 \| 0.0984 \| 0.0548 \| 0.7583 \| 0.1021 \| 0.0555 \| 0.7691 \| 0.1036 \| 0.0543 \| 0.7520 \| 0.1013 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.0078 \| 0.3485 \| 0.0153 \| 0.0116 \| 0.5167 \| 0.0227 \| 0.0098 \| 0.4352 \| 0.0192 \| 0.0079 \| 0.3506 \| 0.0154 \| 0.0 \| 0.0 \| 0 \| 0.0000 \| 0.05 \| 0.0000 \| 0.0001 \| 0.25 \| 0.0002 \| 0.0 \| 0.0 \| 0 \| 0.1265 \| 0.7994 \| 0.2184 \| 0.1435 \| 0.9071 \| 0.2478 \| 0.1352 \| 0.8548 \| 0.2335 \| 0.1267 \| 0.8009 \| 0.2188 \|
	\| 0.1542 \| 6.9997 \| 4020 \| 0.2073 \| 0.7642 \| 0.6949 \| 0.7279 \| 0.8563 \| 0.7786 \| 0.8156 \| 0.8255 \| 0.7506 \| 0.7863 \| 0.7763 \| 0.7059 \| 0.7394 \| 0.1353 \| 0.4419 \| 0.2071 \| 0.2053 \| 0.6707 \| 0.3144 \| 0.1729 \| 0.5650 \| 0.2648 \| 0.1361 \| 0.4446 \| 0.2084 \| 0.1874 \| 0.6293 \| 0.2888 \| 0.2052 \| 0.6890 \| 0.3162 \| 0.2010 \| 0.6750 \| 0.3098 \| 0.1908 \| 0.6408 \| 0.2941 \| 0.1086 \| 0.3047 \| 0.1602 \| 0.1804 \| 0.5058 \| 0.2659 \| 0.1461 \| 0.4097 \| 0.2154 \| 0.1089 \| 0.3054 \| 0.1605 \| 0.2691 \| 0.8967 \| 0.4139 \| 0.2754 \| 0.9177 \| 0.4236 \| 0.2747 \| 0.9155 \| 0.4226 \| 0.2710 \| 0.9030 \| 0.4169 \| 0.1836 \| 0.8544 \| 0.3023 \| 0.1915 \| 0.8911 \| 0.3153 \| 0.1876 \| 0.8731 \| 0.3089 \| 0.1837 \| 0.8546 \| 0.3024 \| 0.2648 \| 0.8832 \| 0.4075 \| 0.2711 \| 0.9042 \| 0.4171 \| 0.2693 \| 0.8982 \| 0.4144 \| 0.2660 \| 0.8871 \| 0.4092 \| 0.0447 \| 0.5457 \| 0.0826 \| 0.0485 \| 0.5923 \| 0.0897 \| 0.0510 \| 0.6232 \| 0.0943 \| 0.0488 \| 0.5958 \| 0.0902 \| 0.0300 \| 0.4421 \| 0.0562 \| 0.0383 \| 0.5644 \| 0.0718 \| 0.0402 \| 0.5920 \| 0.0753 \| 0.0351 \| 0.5169 \| 0.0657 \| 0.0500 \| 0.5254 \| 0.0913 \| 0.0561 \| 0.5893 \| 0.1024 \| 0.0532 \| 0.5585 \| 0.0971 \| 0.0501 \| 0.5266 \| 0.0915 \| 0.1620 \| 0.5671 \| 0.2520 \| 0.1835 \| 0.6425 \| 0.2854 \| 0.1786 \| 0.6256 \| 0.2779 \| 0.1672 \| 0.5855 \| 0.2601 \| 0.1935 \| 0.6775 \| 0.3010 \| 0.2441 \| 0.8548 \| 0.3798 \| 0.2217 \| 0.7763 \| 0.3449 \| 0.1949 \| 0.6825 \| 0.3032 \| 0.0976 \| 0.4675 \| 0.1615 \| 0.0982 \| 0.4706 \| 0.1625 \| 0.0980 \| 0.4694 \| 0.1621 \| 0.0976 \| 0.4678 \| 0.1616 \| 0.2110 \| 0.7598 \| 0.3303 \| 0.2503 \| 0.9013 \| 0.3918 \| 0.2340 \| 0.8426 \| 0.3663 \| 0.2129 \| 0.7665 \| 0.3332 \| 0.1784 \| 0.5168 \| 0.2653 \| 0.2495 \| 0.7228 \| 0.3710 \| 0.2155 \| 0.6242 \| 0.3204 \| 0.1793 \| 0.5194 \| 0.2666 \| 0.1587 \| 0.8396 \| 0.2669 \| 0.1602 \| 0.8479 \| 0.2695 \| 0.1642 \| 0.8690 \| 0.2762 \| 0.1633 \| 0.8639 \| 0.2746 \| 0.2584 \| 0.8001 \| 0.3906 \| 0.2603 \| 0.8061 \| 0.3935 \| 0.2619 \| 0.8109 \| 0.3959 \| 0.2608 \| 0.8075 \| 0.3942 \| 0.2277 \| 0.8202 \| 0.3564 \| 0.2432 \| 0.8764 \| 0.3808 \| 0.2412 \| 0.8691 \| 0.3776 \| 0.2324 \| 0.8371 \| 0.3637 \| 0.2257 \| 0.8107 \| 0.3531 \| 0.2458 \| 0.8832 \| 0.3846 \| 0.2378 \| 0.8542 \| 0.3720 \| 0.2276 \| 0.8176 \| 0.3560 \| 0.0353 \| 0.5394 \| 0.0663 \| 0.0375 \| 0.5720 \| 0.0703 \| 0.0447 \| 0.6828 \| 0.0840 \| 0.0431 \| 0.6578 \| 0.0809 \| 0.1417 \| 0.6376 \| 0.2318 \| 0.1532 \| 0.6894 \| 0.2506 \| 0.1581 \| 0.7116 \| 0.2587 \| 0.1516 \| 0.6822 \| 0.2480 \| 0.1382 \| 0.8159 \| 0.2364 \| 0.1394 \| 0.8228 \| 0.2384 \| 0.1389 \| 0.8202 \| 0.2376 \| 0.1383 \| 0.8166 \| 0.2366 \| 0.0837 \| 0.6036 \| 0.1470 \| 0.0975 \| 0.7035 \| 0.1713 \| 0.0950 \| 0.6853 \| 0.1669 \| 0.0871 \| 0.6285 \| 0.1530 \| 0.0881 \| 0.5545 \| 0.1520 \| 0.1045 \| 0.6578 \| 0.1803 \| 0.1036 \| 0.6523 \| 0.1788 \| 0.0941 \| 0.5923 \| 0.1624 \| 0.1726 \| 0.7515 \| 0.2808 \| 0.2075 \| 0.9032 \| 0.3375 \| 0.1908 \| 0.8303 \| 0.3102 \| 0.1733 \| 0.7542 \| 0.2818 \| 0.2079 \| 0.7216 \| 0.3228 \| 0.2307 \| 0.8006 \| 0.3582 \| 0.2199 \| 0.7634 \| 0.3415 \| 0.2082 \| 0.7226 \| 0.3233 \| 0.2429 \| 0.8949 \| 0.3821 \| 0.2507 \| 0.9235 \| 0.3943 \| 0.2505 \| 0.9226 \| 0.3940 \| 0.2455 \| 0.9043 \| 0.3861 \| 0.2407 \| 0.8878 \| 0.3788 \| 0.2478 \| 0.9140 \| 0.3900 \| 0.2463 \| 0.9083 \| 0.3875 \| 0.2425 \| 0.8943 \| 0.3815 \| 0.0592 \| 0.6357 \| 0.1083 \| 0.0655 \| 0.7037 \| 0.1199 \| 0.0689 \| 0.7395 \| 0.1260 \| 0.0647 \| 0.6954 \| 0.1185 \| 0.1974 \| 0.6853 \| 0.3065 \| 0.2100 \| 0.7290 \| 0.3260 \| 0.2057 \| 0.7141 \| 0.3194 \| 0.1987 \| 0.6900 \| 0.3086 \| 0.0540 \| 0.7276 \| 0.1006 \| 0.0562 \| 0.7569 \| 0.1046 \| 0.0569 \| 0.7663 \| 0.1059 \| 0.0555 \| 0.7480 \| 0.1034 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.0088 \| 0.3716 \| 0.0172 \| 0.0123 \| 0.5185 \| 0.0240 \| 0.0106 \| 0.4480 \| 0.0207 \| 0.0089 \| 0.3745 \| 0.0173 \| 0.0 \| 0.0 \| 0 \| 0.0003 \| 0.1538 \| 0.0006 \| 0.0007 \| 0.3910 \| 0.0014 \| 0.0 \| 0.0 \| 0 \| 0.1276 \| 0.7975 \| 0.2200 \| 0.1451 \| 0.9069 \| 0.2501 \| 0.1366 \| 0.8538 \| 0.2355 \| 0.1278 \| 0.7990 \| 0.2204 \|
	\| 0.151 \| 7.9956 \| 4592 \| 0.2066 \| 0.7659 \| 0.6945 \| 0.7285 \| 0.8581 \| 0.7780 \| 0.8161 \| 0.8275 \| 0.7503 \| 0.7870 \| 0.7783 \| 0.7057 \| 0.7403 \| 0.1365 \| 0.4461 \| 0.2090 \| 0.2074 \| 0.6779 \| 0.3177 \| 0.1744 \| 0.5700 \| 0.2671 \| 0.1373 \| 0.4486 \| 0.2102 \| 0.1897 \| 0.6333 \| 0.2919 \| 0.2070 \| 0.6913 \| 0.3187 \| 0.2031 \| 0.6780 \| 0.3126 \| 0.1931 \| 0.6449 \| 0.2973 \| 0.1090 \| 0.3073 \| 0.1609 \| 0.1807 \| 0.5093 \| 0.2667 \| 0.1464 \| 0.4127 \| 0.2161 \| 0.1092 \| 0.3078 \| 0.1612 \| 0.2716 \| 0.8953 \| 0.4168 \| 0.2782 \| 0.9170 \| 0.4269 \| 0.2772 \| 0.9137 \| 0.4254 \| 0.2734 \| 0.9011 \| 0.4195 \| 0.1860 \| 0.8584 \| 0.3057 \| 0.1941 \| 0.8959 \| 0.3191 \| 0.1901 \| 0.8775 \| 0.3125 \| 0.1860 \| 0.8587 \| 0.3058 \| 0.2676 \| 0.8767 \| 0.4100 \| 0.2737 \| 0.8967 \| 0.4194 \| 0.2720 \| 0.8912 \| 0.4168 \| 0.2688 \| 0.8806 \| 0.4119 \| 0.0454 \| 0.5398 \| 0.0837 \| 0.0492 \| 0.5860 \| 0.0908 \| 0.0517 \| 0.6158 \| 0.0955 \| 0.0495 \| 0.5887 \| 0.0912 \| 0.0338 \| 0.4452 \| 0.0628 \| 0.0432 \| 0.5693 \| 0.0802 \| 0.0457 \| 0.6026 \| 0.0849 \| 0.0400 \| 0.5278 \| 0.0744 \| 0.0520 \| 0.5247 \| 0.0946 \| 0.0583 \| 0.5887 \| 0.1062 \| 0.0553 \| 0.5576 \| 0.1006 \| 0.0521 \| 0.5256 \| 0.0948 \| 0.1661 \| 0.5646 \| 0.2567 \| 0.1876 \| 0.6376 \| 0.2899 \| 0.1831 \| 0.6222 \| 0.2829 \| 0.1717 \| 0.5833 \| 0.2653 \| 0.1966 \| 0.6788 \| 0.3049 \| 0.2473 \| 0.8540 \| 0.3836 \| 0.2250 \| 0.7769 \| 0.3489 \| 0.1981 \| 0.6839 \| 0.3072 \| 0.1007 \| 0.4672 \| 0.1657 \| 0.1013 \| 0.4701 \| 0.1667 \| 0.1011 \| 0.4689 \| 0.1663 \| 0.1008 \| 0.4675 \| 0.1658 \| 0.2135 \| 0.7593 \| 0.3332 \| 0.2534 \| 0.9015 \| 0.3957 \| 0.2368 \| 0.8422 \| 0.3696 \| 0.2154 \| 0.7661 \| 0.3362 \| 0.1830 \| 0.5188 \| 0.2706 \| 0.2558 \| 0.7250 \| 0.3781 \| 0.2210 \| 0.6264 \| 0.3267 \| 0.1839 \| 0.5214 \| 0.2720 \| 0.1611 \| 0.8393 \| 0.2703 \| 0.1627 \| 0.8476 \| 0.2730 \| 0.1667 \| 0.8687 \| 0.2798 \| 0.1657 \| 0.8636 \| 0.2781 \| 0.2631 \| 0.7972 \| 0.3956 \| 0.2652 \| 0.8034 \| 0.3987 \| 0.2668 \| 0.8083 \| 0.4012 \| 0.2656 \| 0.8047 \| 0.3994 \| 0.2305 \| 0.8192 \| 0.3598 \| 0.2463 \| 0.8753 \| 0.3845 \| 0.2445 \| 0.8689 \| 0.3816 \| 0.2354 \| 0.8367 \| 0.3675 \| 0.2292 \| 0.8091 \| 0.3572 \| 0.2491 \| 0.8796 \| 0.3883 \| 0.2413 \| 0.8518 \| 0.3760 \| 0.2312 \| 0.8161 \| 0.3603 \| 0.0370 \| 0.5256 \| 0.0691 \| 0.0393 \| 0.5583 \| 0.0734 \| 0.0473 \| 0.6726 \| 0.0884 \| 0.0451 \| 0.6410 \| 0.0843 \| 0.1440 \| 0.6356 \| 0.2348 \| 0.1562 \| 0.6891 \| 0.2546 \| 0.1608 \| 0.7094 \| 0.2621 \| 0.1540 \| 0.6794 \| 0.2510 \| 0.1403 \| 0.8180 \| 0.2395 \| 0.1414 \| 0.8247 \| 0.2415 \| 0.1410 \| 0.8223 \| 0.2407 \| 0.1404 \| 0.8187 \| 0.2397 \| 0.0848 \| 0.5957 \| 0.1484 \| 0.0994 \| 0.6987 \| 0.1741 \| 0.0965 \| 0.6783 \| 0.1690 \| 0.0882 \| 0.6201 \| 0.1545 \| 0.0895 \| 0.5567 \| 0.1542 \| 0.1064 \| 0.6616 \| 0.1833 \| 0.1052 \| 0.6542 \| 0.1812 \| 0.0953 \| 0.5930 \| 0.1643 \| 0.1750 \| 0.7519 \| 0.2839 \| 0.2100 \| 0.9023 \| 0.3407 \| 0.1930 \| 0.8293 \| 0.3131 \| 0.1754 \| 0.7536 \| 0.2845 \| 0.2101 \| 0.7221 \| 0.3255 \| 0.2332 \| 0.8015 \| 0.3613 \| 0.2223 \| 0.7641 \| 0.3444 \| 0.2104 \| 0.7231 \| 0.3259 \| 0.2460 \| 0.8948 \| 0.3859 \| 0.2539 \| 0.9233 \| 0.3982 \| 0.2539 \| 0.9233 \| 0.3982 \| 0.2488 \| 0.9050 \| 0.3903 \| 0.2447 \| 0.8869 \| 0.3836 \| 0.2523 \| 0.9141 \| 0.3954 \| 0.2508 \| 0.9086 \| 0.3930 \| 0.2468 \| 0.8942 \| 0.3868 \| 0.0612 \| 0.6299 \| 0.1116 \| 0.0676 \| 0.6953 \| 0.1232 \| 0.0713 \| 0.7340 \| 0.1300 \| 0.0673 \| 0.6924 \| 0.1227 \| 0.1992 \| 0.6853 \| 0.3087 \| 0.2120 \| 0.7295 \| 0.3286 \| 0.2076 \| 0.7143 \| 0.3218 \| 0.2006 \| 0.6900 \| 0.3108 \| 0.0548 \| 0.7314 \| 0.1020 \| 0.0570 \| 0.7609 \| 0.1061 \| 0.0577 \| 0.7701 \| 0.1074 \| 0.0563 \| 0.7516 \| 0.1048 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.0089 \| 0.3603 \| 0.0173 \| 0.0124 \| 0.5033 \| 0.0241 \| 0.0107 \| 0.4347 \| 0.0209 \| 0.0089 \| 0.3632 \| 0.0174 \| 0.0 \| 0.0 \| 0 \| 0.0006 \| 0.2353 \| 0.0011 \| 0.0009 \| 0.3725 \| 0.0018 \| 0.0 \| 0.0 \| 0 \| 0.1295 \| 0.7980 \| 0.2228 \| 0.1472 \| 0.9070 \| 0.2533 \| 0.1386 \| 0.8541 \| 0.2385 \| 0.1298 \| 0.7996 \| 0.2233 \|


	### Framework versions

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