Training complete

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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-iob2-20240814115522
	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-iob2-20240814115522

	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: 0.2753
	- Overall Strict Precision: 0.7682
	- Overall Strict Recall: 0.7397
	- Overall Strict F1: 0.7537
	- Overall Ent Type Precision: 0.8497
	- Overall Ent Type Recall: 0.8181
	- Overall Ent Type F1: 0.8336
	- Overall Partial Precision: 0.8211
	- Overall Partial Recall: 0.7906
	- Overall Partial F1: 0.8056
	- Overall Exact Precision: 0.7780
	- Overall Exact Recall: 0.7491
	- Overall Exact F1: 0.7633
	- Hotelphonenumber Strict Precision: 0.1618
	- Hotelphonenumber Strict Recall: 0.7613
	- Hotelphonenumber Strict F1: 0.2669
	- Hotelphonenumber Ent Type Precision: 0.1942
	- Hotelphonenumber Ent Type Recall: 0.9134
	- Hotelphonenumber Ent Type F1: 0.3203
	- Hotelphonenumber Partial Precision: 0.1783
	- Hotelphonenumber Partial Recall: 0.8387
	- Hotelphonenumber Partial F1: 0.2941
	- Hotelphonenumber Exact Precision: 0.1621
	- Hotelphonenumber Exact Recall: 0.7625
	- Hotelphonenumber Exact F1: 0.2674
	- Externalreservationnumber Strict Precision: 0.0053
	- Externalreservationnumber Strict Recall: 0.3534
	- Externalreservationnumber Strict F1: 0.0104
	- Externalreservationnumber Ent Type Precision: 0.0056
	- Externalreservationnumber Ent Type Recall: 0.3777
	- Externalreservationnumber Ent Type F1: 0.0111
	- Externalreservationnumber Partial Precision: 0.0093
	- Externalreservationnumber Partial Recall: 0.6259
	- Externalreservationnumber Partial F1: 0.0184
	- Externalreservationnumber Exact Precision: 0.0088
	- Externalreservationnumber Exact Recall: 0.5908
	- Externalreservationnumber Exact F1: 0.0173
	- Pagenumber Strict Precision: 0.1285
	- Pagenumber Strict Recall: 0.8322
	- Pagenumber Strict F1: 0.2226
	- Pagenumber Ent Type Precision: 0.1295
	- Pagenumber Ent Type Recall: 0.8386
	- Pagenumber Ent Type F1: 0.2243
	- Pagenumber Partial Precision: 0.1290
	- Pagenumber Partial Recall: 0.8358
	- Pagenumber Partial F1: 0.2236
	- Pagenumber Exact Precision: 0.1285
	- Pagenumber Exact Recall: 0.8324
	- Pagenumber Exact F1: 0.2226
	- Currencycode Strict Precision: 0.0977
	- Currencycode Strict Recall: 0.5191
	- Currencycode Strict F1: 0.1645
	- Currencycode Ent Type Precision: 0.0982
	- Currencycode Ent Type Recall: 0.5220
	- Currencycode Ent Type F1: 0.1654
	- Currencycode Partial Precision: 0.0980
	- Currencycode Partial Recall: 0.5209
	- Currencycode Partial F1: 0.1650
	- Currencycode Exact Precision: 0.0978
	- Currencycode Exact Recall: 0.5194
	- Currencycode Exact F1: 0.1646
	- Hotelfaxnumber Strict Precision: 0.1187
	- Hotelfaxnumber Strict Recall: 0.7892
	- Hotelfaxnumber Strict F1: 0.2063
	- Hotelfaxnumber Ent Type Precision: 0.1358
	- Hotelfaxnumber Ent Type Recall: 0.9028
	- Hotelfaxnumber Ent Type F1: 0.2360
	- Hotelfaxnumber Partial Precision: 0.1274
	- Hotelfaxnumber Partial Recall: 0.8470
	- Hotelfaxnumber Partial F1: 0.2215
	- Hotelfaxnumber Exact Precision: 0.1188
	- Hotelfaxnumber Exact Recall: 0.7900
	- Hotelfaxnumber Exact F1: 0.2066
	- Hotelzipcode Strict Precision: 0.1827
	- Hotelzipcode Strict Recall: 0.7164
	- Hotelzipcode Strict F1: 0.2912
	- Hotelzipcode Ent Type Precision: 0.1935
	- Hotelzipcode Ent Type Recall: 0.7586
	- Hotelzipcode Ent Type F1: 0.3083
	- Hotelzipcode Partial Precision: 0.1896
	- Hotelzipcode Partial Recall: 0.7433
	- Hotelzipcode Partial F1: 0.3021
	- Hotelzipcode Exact Precision: 0.1837
	- Hotelzipcode Exact Recall: 0.7202
	- Hotelzipcode Exact F1: 0.2927
	- Hoteltaxcode Strict Precision: 0.0348
	- Hoteltaxcode Strict Recall: 0.5297
	- Hoteltaxcode Strict F1: 0.0653
	- Hoteltaxcode Ent Type Precision: 0.0369
	- Hoteltaxcode Ent Type Recall: 0.5607
	- Hoteltaxcode Ent Type F1: 0.0692
	- Hoteltaxcode Partial Precision: 0.0403
	- Hoteltaxcode Partial Recall: 0.6123
	- Hoteltaxcode Partial F1: 0.0755
	- Hoteltaxcode Exact Precision: 0.0390
	- Hoteltaxcode Exact Recall: 0.5930
	- Hoteltaxcode Exact F1: 0.0732
	- Roomno Strict Precision: 0.2420
	- Roomno Strict Recall: 0.8486
	- Roomno Strict F1: 0.3766
	- Roomno Ent Type Precision: 0.2438
	- Roomno Ent Type Recall: 0.8548
	- Roomno Ent Type F1: 0.3794
	- Roomno Partial Precision: 0.2454
	- Roomno Partial Recall: 0.8605
	- Roomno Partial F1: 0.3819
	- Roomno Exact Precision: 0.2442
	- Roomno Exact Recall: 0.8564
	- Roomno Exact F1: 0.3800
	- Hotelvatnumber Strict Precision: 0.1279
	- Hotelvatnumber Strict Recall: 0.6967
	- Hotelvatnumber Strict F1: 0.2161
	- Hotelvatnumber Ent Type Precision: 0.1362
	- Hotelvatnumber Ent Type Recall: 0.7421
	- Hotelvatnumber Ent Type F1: 0.2302
	- Hotelvatnumber Partial Precision: 0.1397
	- Hotelvatnumber Partial Recall: 0.7611
	- Hotelvatnumber Partial F1: 0.2361
	- Hotelvatnumber Exact Precision: 0.1351
	- Hotelvatnumber Exact Recall: 0.7363
	- Hotelvatnumber Exact F1: 0.2284
	- 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
	- Companyname Strict Precision: 0.1855
	- Companyname Strict Recall: 0.7075
	- Companyname Strict F1: 0.2939
	- Companyname Ent Type Precision: 0.2305
	- Companyname Ent Type Recall: 0.8792
	- Companyname Ent Type F1: 0.3652
	- Companyname Partial Precision: 0.2103
	- Companyname Partial Recall: 0.8023
	- Companyname Partial F1: 0.3333
	- Companyname Exact Precision: 0.1864
	- Companyname Exact Recall: 0.7110
	- Companyname Exact F1: 0.2953
	- Netamount Strict Precision: 0.0941
	- Netamount Strict Recall: 0.7579
	- Netamount Strict F1: 0.1674
	- Netamount Ent Type Precision: 0.1059
	- Netamount Ent Type Recall: 0.8532
	- Netamount Ent Type F1: 0.1884
	- Netamount Partial Precision: 0.1015
	- Netamount Partial Recall: 0.8181
	- Netamount Partial F1: 0.1807
	- Netamount Exact Precision: 0.0954
	- Netamount Exact Recall: 0.7683
	- Netamount Exact F1: 0.1697
	- Companyaddress Strict Precision: 0.1969
	- Companyaddress Strict Recall: 0.7624
	- Companyaddress Strict F1: 0.3130
	- Companyaddress Ent Type Precision: 0.2354
	- Companyaddress Ent Type Recall: 0.9114
	- Companyaddress Ent Type F1: 0.3742
	- Companyaddress Partial Precision: 0.2189
	- Companyaddress Partial Recall: 0.8474
	- Companyaddress Partial F1: 0.3479
	- Companyaddress Exact Precision: 0.1980
	- Companyaddress Exact Recall: 0.7664
	- Companyaddress Exact F1: 0.3147
	- Documenttype Strict Precision: 0.1951
	- Documenttype Strict Recall: 0.7799
	- Documenttype Strict F1: 0.3121
	- Documenttype Ent Type Precision: 0.2122
	- Documenttype Ent Type Recall: 0.8483
	- Documenttype Ent Type F1: 0.3395
	- Documenttype Partial Precision: 0.2039
	- Documenttype Partial Recall: 0.8152
	- Documenttype Partial F1: 0.3262
	- Documenttype Exact Precision: 0.1953
	- Documenttype Exact Recall: 0.7806
	- Documenttype Exact F1: 0.3124
	- Invoicenumber Strict Precision: 0.2172
	- Invoicenumber Strict Recall: 0.8703
	- Invoicenumber Strict F1: 0.3477
	- Invoicenumber Ent Type Precision: 0.2294
	- Invoicenumber Ent Type Recall: 0.9191
	- Invoicenumber Ent Type F1: 0.3672
	- Invoicenumber Partial Precision: 0.2252
	- Invoicenumber Partial Recall: 0.9020
	- Invoicenumber Partial F1: 0.3604
	- Invoicenumber Exact Precision: 0.2189
	- Invoicenumber Exact Recall: 0.8769
	- Invoicenumber Exact F1: 0.3503
	- Hotelcountry Strict Precision: 0.0529
	- Hotelcountry Strict Recall: 0.7588
	- Hotelcountry Strict F1: 0.0988
	- Hotelcountry Ent Type Precision: 0.0537
	- Hotelcountry Ent Type Recall: 0.7713
	- Hotelcountry Ent Type F1: 0.1005
	- Hotelcountry Partial Precision: 0.0550
	- Hotelcountry Partial Recall: 0.7897
	- Hotelcountry Partial F1: 0.1029
	- Hotelcountry Exact Precision: 0.0545
	- Hotelcountry Exact Recall: 0.7821
	- Hotelcountry Exact F1: 0.1019
	- Invoicedate Strict Precision: 0.2272
	- Invoicedate Strict Recall: 0.9110
	- Invoicedate Strict F1: 0.3637
	- Invoicedate Ent Type Precision: 0.2332
	- Invoicedate Ent Type Recall: 0.9349
	- Invoicedate Ent Type F1: 0.3733
	- Invoicedate Partial Precision: 0.2315
	- Invoicedate Partial Recall: 0.9283
	- Invoicedate Partial F1: 0.3706
	- Invoicedate Exact Precision: 0.2285
	- Invoicedate Exact Recall: 0.9162
	- Invoicedate Exact F1: 0.3658
	- Reservationnumber Strict Precision: 0.0306
	- Reservationnumber Strict Recall: 0.5252
	- Reservationnumber Strict F1: 0.0578
	- Reservationnumber Ent Type Precision: 0.0318
	- Reservationnumber Ent Type Recall: 0.5458
	- Reservationnumber Ent Type F1: 0.0601
	- Reservationnumber Partial Precision: 0.0381
	- Reservationnumber Partial Recall: 0.6552
	- Reservationnumber Partial F1: 0.0721
	- Reservationnumber Exact Precision: 0.0369
	- Reservationnumber Exact Recall: 0.6346
	- Reservationnumber Exact F1: 0.0698
	- Companycountry Strict Precision: 0.1476
	- Companycountry Strict Recall: 0.8819
	- Companycountry Strict F1: 0.2529
	- Companycountry Ent Type Precision: 0.1487
	- Companycountry Ent Type Recall: 0.8882
	- Companycountry Ent Type F1: 0.2547
	- Companycountry Partial Precision: 0.1512
	- Companycountry Partial Recall: 0.9031
	- Companycountry Partial F1: 0.2590
	- Companycountry Exact Precision: 0.1505
	- Companycountry Exact Recall: 0.8990
	- Companycountry Exact F1: 0.2578
	- Companyzipcode Strict Precision: 0.2304
	- Companyzipcode Strict Recall: 0.9216
	- Companyzipcode Strict F1: 0.3686
	- Companyzipcode Ent Type Precision: 0.2364
	- Companyzipcode Ent Type Recall: 0.9456
	- Companyzipcode Ent Type F1: 0.3782
	- Companyzipcode Partial Precision: 0.2354
	- Companyzipcode Partial Recall: 0.9415
	- Companyzipcode Partial F1: 0.3766
	- Companyzipcode Exact Precision: 0.2317
	- Companyzipcode Exact Recall: 0.9270
	- Companyzipcode Exact F1: 0.3708
	- Companycity Strict Precision: 0.2146
	- Companycity Strict Recall: 0.8448
	- Companycity Strict F1: 0.3423
	- Companycity Ent Type Precision: 0.2292
	- Companycity Ent Type Recall: 0.9022
	- Companycity Ent Type F1: 0.3655
	- Companycity Partial Precision: 0.2267
	- Companycity Partial Recall: 0.8923
	- Companycity Partial F1: 0.3615
	- Companycity Exact Precision: 0.2185
	- Companycity Exact Recall: 0.8600
	- Companycity Exact F1: 0.3484
	- Checkout Strict Precision: 0.2520
	- Checkout Strict Recall: 0.9189
	- Checkout Strict F1: 0.3955
	- Checkout Ent Type Precision: 0.2559
	- Checkout Ent Type Recall: 0.9331
	- Checkout Ent Type F1: 0.4016
	- Checkout Partial Precision: 0.2557
	- Checkout Partial Recall: 0.9325
	- Checkout Partial F1: 0.4014
	- Checkout Exact Precision: 0.2536
	- Checkout Exact Recall: 0.9250
	- Checkout Exact F1: 0.3981
	- Companyvatnumber Strict Precision: 0.0540
	- Companyvatnumber Strict Recall: 0.6463
	- Companyvatnumber Strict F1: 0.0998
	- Companyvatnumber Ent Type Precision: 0.0574
	- Companyvatnumber Ent Type Recall: 0.6867
	- Companyvatnumber Ent Type F1: 0.1060
	- Companyvatnumber Partial Precision: 0.0629
	- Companyvatnumber Partial Recall: 0.7526
	- Companyvatnumber Partial F1: 0.1162
	- Companyvatnumber Exact Precision: 0.0609
	- Companyvatnumber Exact Recall: 0.7279
	- Companyvatnumber Exact F1: 0.1123
	- Cardtype Strict Precision: 0.0471
	- Cardtype Strict Recall: 0.5351
	- Cardtype Strict F1: 0.0866
	- Cardtype Ent Type Precision: 0.0526
	- Cardtype Ent Type Recall: 0.5973
	- Cardtype Ent Type F1: 0.0967
	- Cardtype Partial Precision: 0.0500
	- Cardtype Partial Recall: 0.5680
	- Cardtype Partial F1: 0.0920
	- Cardtype Exact Precision: 0.0473
	- Cardtype Exact Recall: 0.5369
	- Cardtype Exact F1: 0.0869
	- Hotelcity Strict Precision: 0.1769
	- Hotelcity Strict Recall: 0.6819
	- Hotelcity Strict F1: 0.2809
	- Hotelcity Ent Type Precision: 0.1901
	- Hotelcity Ent Type Recall: 0.7331
	- Hotelcity Ent Type F1: 0.3019
	- Hotelcity Partial Precision: 0.1869
	- Hotelcity Partial Recall: 0.7207
	- Hotelcity Partial F1: 0.2968
	- Hotelcity Exact Precision: 0.1793
	- Hotelcity Exact Recall: 0.6914
	- Hotelcity Exact F1: 0.2848
	- Taxamount Strict Precision: 0.0831
	- Taxamount Strict Recall: 0.7934
	- Taxamount Strict F1: 0.1505
	- Taxamount Ent Type Precision: 0.0931
	- Taxamount Ent Type Recall: 0.8892
	- Taxamount Ent Type F1: 0.1686
	- Taxamount Partial Precision: 0.0884
	- Taxamount Partial Recall: 0.8442
	- Taxamount Partial F1: 0.1601
	- Taxamount Exact Precision: 0.0834
	- Taxamount Exact Recall: 0.7959
	- Taxamount Exact F1: 0.1509
	- Bookingnumber Strict Precision: 0.0260
	- Bookingnumber Strict Recall: 0.5263
	- Bookingnumber Strict F1: 0.0496
	- Bookingnumber Ent Type Precision: 0.0288
	- Bookingnumber Ent Type Recall: 0.5834
	- Bookingnumber Ent Type F1: 0.0549
	- Bookingnumber Partial Precision: 0.0332
	- Bookingnumber Partial Recall: 0.6726
	- Bookingnumber Partial F1: 0.0633
	- Bookingnumber Exact Precision: 0.0314
	- Bookingnumber Exact Recall: 0.6360
	- Bookingnumber Exact F1: 0.0599
	- Grossamount Strict Precision: 0.1599
	- Grossamount Strict Recall: 0.6725
	- Grossamount Strict F1: 0.2584
	- Grossamount Ent Type Precision: 0.1749
	- Grossamount Ent Type Recall: 0.7354
	- Grossamount Ent Type F1: 0.2826
	- Grossamount Partial Precision: 0.1690
	- Grossamount Partial Recall: 0.7106
	- Grossamount Partial F1: 0.2731
	- Grossamount Exact Precision: 0.1611
	- Grossamount Exact Recall: 0.6773
	- Grossamount Exact F1: 0.2603
	- Hotelname Strict Precision: 0.1053
	- Hotelname Strict Recall: 0.3620
	- Hotelname Strict F1: 0.1631
	- Hotelname Ent Type Precision: 0.1637
	- Hotelname Ent Type Recall: 0.5626
	- Hotelname Ent Type F1: 0.2536
	- Hotelname Partial Precision: 0.1361
	- Hotelname Partial Recall: 0.4678
	- Hotelname Partial F1: 0.2108
	- Hotelname Exact Precision: 0.1055
	- Hotelname Exact Recall: 0.3626
	- Hotelname Exact F1: 0.1634
	- Checkin Strict Precision: 0.2516
	- Checkin Strict Recall: 0.9184
	- Checkin Strict F1: 0.3949
	- Checkin Ent Type Precision: 0.2564
	- Checkin Ent Type Recall: 0.9359
	- Checkin Ent Type F1: 0.4025
	- Checkin Partial Precision: 0.2562
	- Checkin Partial Recall: 0.9352
	- Checkin Partial F1: 0.4022
	- Checkin Exact Precision: 0.2533
	- Checkin Exact Recall: 0.9249
	- Checkin Exact F1: 0.3977
	- Cardnumber Strict Precision: 0.0074
	- Cardnumber Strict Recall: 0.3289
	- Cardnumber Strict F1: 0.0144
	- Cardnumber Ent Type Precision: 0.0097
	- Cardnumber Ent Type Recall: 0.4344
	- Cardnumber Ent Type F1: 0.0191
	- Cardnumber Partial Precision: 0.0087
	- Cardnumber Partial Recall: 0.3859
	- Cardnumber Partial F1: 0.0169
	- Cardnumber Exact Precision: 0.0075
	- Cardnumber Exact Recall: 0.3327
	- Cardnumber Exact F1: 0.0146
	- Travellername Strict Precision: 0.1720
	- Travellername Strict Recall: 0.5559
	- Travellername Strict F1: 0.2627
	- Travellername Ent Type Precision: 0.2337
	- Travellername Ent Type Recall: 0.7556
	- Travellername Ent Type F1: 0.3570
	- Travellername Partial Precision: 0.2044
	- Travellername Partial Recall: 0.6609
	- Travellername Partial F1: 0.3123
	- Travellername Exact Precision: 0.1728
	- Travellername Exact Recall: 0.5586
	- Travellername Exact F1: 0.2639
	- Hoteladdress Strict Precision: 0.1260
	- Hoteladdress Strict Recall: 0.4648
	- Hoteladdress Strict F1: 0.1983
	- Hoteladdress Ent Type Precision: 0.1910
	- Hoteladdress Ent Type Recall: 0.7042
	- Hoteladdress Ent Type F1: 0.3004
	- Hoteladdress Partial Precision: 0.1602
	- Hoteladdress Partial Recall: 0.5907
	- Hoteladdress Partial F1: 0.2520
	- Hoteladdress Exact Precision: 0.1264
	- Hoteladdress Exact Recall: 0.4663
	- Hoteladdress Exact F1: 0.1989
	- Hotelemail Strict Precision: 0.1728
	- Hotelemail Strict Recall: 0.8926
	- Hotelemail Strict F1: 0.2895
	- Hotelemail Ent Type Precision: 0.1795
	- Hotelemail Ent Type Recall: 0.9275
	- Hotelemail Ent Type F1: 0.3008
	- Hotelemail Partial Precision: 0.1762
	- Hotelemail Partial Recall: 0.9104
	- Hotelemail Partial F1: 0.2953
	- Hotelemail Exact Precision: 0.1728
	- Hotelemail Exact Recall: 0.8929
	- Hotelemail Exact F1: 0.2896

	## 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-05
	- train_batch_size: 8
	- eval_batch_size: 8
	- seed: 42
	- gradient_accumulation_steps: 16
	- total_train_batch_size: 128
	- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
	- lr_scheduler_type: linear
	- lr_scheduler_warmup_ratio: 0.0625
	- 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 \| 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 \| 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 \| 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 \| 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 \| 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 \| 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 \| 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 \| 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 \| 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 \| 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 \| 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 \| Netamount Strict Precision \| Netamount Strict Recall \| Netamount Strict F1 \| Netamount Ent Type Precision \| Netamount Ent Type Recall \| Netamount Ent Type F1 \| Netamount Partial Precision \| Netamount Partial Recall \| Netamount Partial F1 \| Netamount Exact Precision \| Netamount Exact Recall \| Netamount Exact F1 \| Companyaddress Strict Precision \| Companyaddress Strict Recall \| Companyaddress Strict F1 \| Companyaddress Ent Type Precision \| Companyaddress Ent Type Recall \| Companyaddress Ent Type F1 \| Companyaddress Partial Precision \| Companyaddress Partial Recall \| Companyaddress Partial F1 \| Companyaddress Exact Precision \| Companyaddress Exact Recall \| Companyaddress Exact F1 \| 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 \| 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 \| Hotelcountry Strict Precision \| Hotelcountry Strict Recall \| Hotelcountry Strict F1 \| Hotelcountry Ent Type Precision \| Hotelcountry Ent Type Recall \| Hotelcountry Ent Type F1 \| Hotelcountry Partial Precision \| Hotelcountry Partial Recall \| Hotelcountry Partial F1 \| Hotelcountry Exact Precision \| Hotelcountry Exact Recall \| Hotelcountry Exact F1 \| Invoicedate Strict Precision \| Invoicedate Strict Recall \| Invoicedate Strict F1 \| Invoicedate Ent Type Precision \| Invoicedate Ent Type Recall \| Invoicedate Ent Type F1 \| Invoicedate Partial Precision \| Invoicedate Partial Recall \| Invoicedate Partial F1 \| Invoicedate Exact Precision \| Invoicedate Exact Recall \| Invoicedate Exact F1 \| 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 \| 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 \| 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 \| 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 \| 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 \| 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 \| 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 \| 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 \| 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 \| 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 \| 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 \| 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 \| 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 \| 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 \| 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 \| 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 \| 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 \|
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	\| 0.5721 \| 0.9998 \| 576 \| 0.2043 \| 0.7403 \| 0.7252 \| 0.7327 \| 0.8263 \| 0.8094 \| 0.8178 \| 0.7964 \| 0.7801 \| 0.7882 \| 0.7507 \| 0.7354 \| 0.7429 \| 0.1452 \| 0.7731 \| 0.2444 \| 0.1715 \| 0.9133 \| 0.2888 \| 0.1586 \| 0.8447 \| 0.2671 \| 0.1453 \| 0.7739 \| 0.2447 \| 0.0 \| 0.0 \| 0 \| 0.0002 \| 0.1010 \| 0.0004 \| 0.0007 \| 0.3636 \| 0.0013 \| 0.0 \| 0.0 \| 0 \| 0.1120 \| 0.8268 \| 0.1972 \| 0.1129 \| 0.8334 \| 0.1988 \| 0.1125 \| 0.8309 \| 0.1982 \| 0.1121 \| 0.8274 \| 0.1974 \| 0.0499 \| 0.6102 \| 0.0923 \| 0.0499 \| 0.6104 \| 0.0923 \| 0.0499 \| 0.6106 \| 0.0923 \| 0.0499 \| 0.6104 \| 0.0923 \| 0.1056 \| 0.8089 \| 0.1868 \| 0.1189 \| 0.9111 \| 0.2104 \| 0.1123 \| 0.8601 \| 0.1986 \| 0.1056 \| 0.8091 \| 0.1868 \| 0.1476 \| 0.6951 \| 0.2436 \| 0.1578 \| 0.7429 \| 0.2603 \| 0.1538 \| 0.7240 \| 0.2537 \| 0.1484 \| 0.6985 \| 0.2448 \| 0.0302 \| 0.5380 \| 0.0571 \| 0.0327 \| 0.5829 \| 0.0619 \| 0.0341 \| 0.6084 \| 0.0646 \| 0.0325 \| 0.5804 \| 0.0616 \| 0.2158 \| 0.8195 \| 0.3417 \| 0.2200 \| 0.8353 \| 0.3483 \| 0.2196 \| 0.8336 \| 0.3476 \| 0.2174 \| 0.8254 \| 0.3442 \| 0.1124 \| 0.6815 \| 0.1930 \| 0.1212 \| 0.7344 \| 0.2080 \| 0.1237 \| 0.7498 \| 0.2124 \| 0.1187 \| 0.7192 \| 0.2037 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.1615 \| 0.7010 \| 0.2625 \| 0.2026 \| 0.8796 \| 0.3294 \| 0.1837 \| 0.7973 \| 0.2985 \| 0.1621 \| 0.7037 \| 0.2635 \| 0.0700 \| 0.6381 \| 0.1262 \| 0.0832 \| 0.7579 \| 0.1499 \| 0.0801 \| 0.7297 \| 0.1443 \| 0.0728 \| 0.6634 \| 0.1312 \| 0.1760 \| 0.7626 \| 0.2860 \| 0.2091 \| 0.9058 \| 0.3397 \| 0.1949 \| 0.8445 \| 0.3167 \| 0.1773 \| 0.7683 \| 0.2881 \| 0.1685 \| 0.7727 \| 0.2767 \| 0.1834 \| 0.8408 \| 0.3011 \| 0.1762 \| 0.8080 \| 0.2894 \| 0.1687 \| 0.7734 \| 0.2770 \| 0.1926 \| 0.8461 \| 0.3137 \| 0.2065 \| 0.9071 \| 0.3364 \| 0.2013 \| 0.8845 \| 0.3280 \| 0.1942 \| 0.8532 \| 0.3163 \| 0.0434 \| 0.7572 \| 0.0821 \| 0.0443 \| 0.7719 \| 0.0837 \| 0.0453 \| 0.7902 \| 0.0857 \| 0.0448 \| 0.7815 \| 0.0848 \| 0.2037 \| 0.8776 \| 0.3307 \| 0.2102 \| 0.9056 \| 0.3412 \| 0.2093 \| 0.9016 \| 0.3397 \| 0.2058 \| 0.8868 \| 0.3341 \| 0.0290 \| 0.4624 \| 0.0545 \| 0.0306 \| 0.4890 \| 0.0577 \| 0.0406 \| 0.6476 \| 0.0764 \| 0.0389 \| 0.6213 \| 0.0733 \| 0.1305 \| 0.8409 \| 0.2260 \| 0.1314 \| 0.8466 \| 0.2275 \| 0.1355 \| 0.8730 \| 0.2346 \| 0.1349 \| 0.8691 \| 0.2336 \| 0.2039 \| 0.9002 \| 0.3326 \| 0.2096 \| 0.9252 \| 0.3418 \| 0.2099 \| 0.9263 \| 0.3422 \| 0.2061 \| 0.9095 \| 0.3360 \| 0.1911 \| 0.8290 \| 0.3106 \| 0.2032 \| 0.8815 \| 0.3303 \| 0.2020 \| 0.8765 \| 0.3284 \| 0.1951 \| 0.8463 \| 0.3171 \| 0.2300 \| 0.8990 \| 0.3663 \| 0.2335 \| 0.9127 \| 0.3719 \| 0.2328 \| 0.9100 \| 0.3708 \| 0.2310 \| 0.9027 \| 0.3678 \| 0.0394 \| 0.6611 \| 0.0743 \| 0.0434 \| 0.7298 \| 0.0820 \| 0.0451 \| 0.7579 \| 0.0852 \| 0.0425 \| 0.7138 \| 0.0802 \| 0.0371 \| 0.5319 \| 0.0694 \| 0.0412 \| 0.5903 \| 0.0771 \| 0.0392 \| 0.5616 \| 0.0733 \| 0.0372 \| 0.5324 \| 0.0695 \| 0.1429 \| 0.6321 \| 0.2331 \| 0.1584 \| 0.7006 \| 0.2584 \| 0.1541 \| 0.6814 \| 0.2513 \| 0.1454 \| 0.6429 \| 0.2371 \| 0.0649 \| 0.6322 \| 0.1177 \| 0.0790 \| 0.7697 \| 0.1434 \| 0.0747 \| 0.7274 \| 0.1355 \| 0.0670 \| 0.6522 \| 0.1215 \| 0.0224 \| 0.4624 \| 0.0427 \| 0.0285 \| 0.5886 \| 0.0543 \| 0.0291 \| 0.6017 \| 0.0555 \| 0.0256 \| 0.5283 \| 0.0488 \| 0.1045 \| 0.6625 \| 0.1805 \| 0.1172 \| 0.7431 \| 0.2025 \| 0.1119 \| 0.7093 \| 0.1933 \| 0.1054 \| 0.6684 \| 0.1821 \| 0.0789 \| 0.3257 \| 0.1270 \| 0.1331 \| 0.5494 \| 0.2143 \| 0.1073 \| 0.4430 \| 0.1728 \| 0.0791 \| 0.3264 \| 0.1273 \| 0.2307 \| 0.8917 \| 0.3666 \| 0.2354 \| 0.9097 \| 0.3740 \| 0.2350 \| 0.9081 \| 0.3734 \| 0.2323 \| 0.8978 \| 0.3691 \| 0.0066 \| 0.4123 \| 0.0131 \| 0.0085 \| 0.5296 \| 0.0168 \| 0.0076 \| 0.4738 \| 0.0150 \| 0.0067 \| 0.4146 \| 0.0131 \| 0.1545 \| 0.5096 \| 0.2371 \| 0.2144 \| 0.7073 \| 0.3291 \| 0.1860 \| 0.6137 \| 0.2855 \| 0.1553 \| 0.5122 \| 0.2383 \| 0.1008 \| 0.4545 \| 0.1649 \| 0.1554 \| 0.7012 \| 0.2545 \| 0.1293 \| 0.5833 \| 0.2117 \| 0.1010 \| 0.4559 \| 0.1654 \| 0.1506 \| 0.8732 \| 0.2569 \| 0.1574 \| 0.9126 \| 0.2685 \| 0.1540 \| 0.8932 \| 0.2628 \| 0.1506 \| 0.8735 \| 0.2570 \|
	\| 0.1328 \| 1.9996 \| 1152 \| 0.2222 \| 0.7537 \| 0.7424 \| 0.7480 \| 0.8339 \| 0.8214 \| 0.8276 \| 0.8059 \| 0.7937 \| 0.7997 \| 0.7632 \| 0.7517 \| 0.7574 \| 0.1500 \| 0.7686 \| 0.2510 \| 0.1779 \| 0.9113 \| 0.2977 \| 0.1644 \| 0.8421 \| 0.2750 \| 0.1503 \| 0.7699 \| 0.2515 \| 0.0018 \| 0.2044 \| 0.0035 \| 0.0034 \| 0.3868 \| 0.0067 \| 0.0050 \| 0.5736 \| 0.0099 \| 0.0039 \| 0.4440 \| 0.0077 \| 0.1170 \| 0.8386 \| 0.2053 \| 0.1180 \| 0.8461 \| 0.2072 \| 0.1176 \| 0.8431 \| 0.2064 \| 0.1171 \| 0.8393 \| 0.2055 \| 0.0717 \| 0.5446 \| 0.1267 \| 0.0724 \| 0.5497 \| 0.1279 \| 0.0721 \| 0.5478 \| 0.1275 \| 0.0717 \| 0.5448 \| 0.1268 \| 0.1091 \| 0.8025 \| 0.1921 \| 0.1238 \| 0.9104 \| 0.2179 \| 0.1166 \| 0.8575 \| 0.2053 \| 0.1092 \| 0.8029 \| 0.1922 \| 0.1669 \| 0.6940 \| 0.2691 \| 0.1773 \| 0.7375 \| 0.2859 \| 0.1738 \| 0.7227 \| 0.2802 \| 0.1682 \| 0.6994 \| 0.2711 \| 0.0313 \| 0.5428 \| 0.0592 \| 0.0341 \| 0.5918 \| 0.0645 \| 0.0358 \| 0.6208 \| 0.0677 \| 0.0342 \| 0.5928 \| 0.0646 \| 0.2085 \| 0.8908 \| 0.3379 \| 0.2100 \| 0.8971 \| 0.3403 \| 0.2109 \| 0.9011 \| 0.3418 \| 0.2100 \| 0.8973 \| 0.3404 \| 0.1144 \| 0.6941 \| 0.1965 \| 0.1221 \| 0.7405 \| 0.2096 \| 0.1240 \| 0.7523 \| 0.2130 \| 0.1199 \| 0.7272 \| 0.2058 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.0 \| 0 \| 0 \| 0.1715 \| 0.7168 \| 0.2767 \| 0.2120 \| 0.8862 \| 0.3421 \| 0.1940 \| 0.8113 \| 0.3132 \| 0.1723 \| 0.7205 \| 0.2781 \| 0.0784 \| 0.7601 \| 0.1421 \| 0.0901 \| 0.8741 \| 0.1634 \| 0.0855 \| 0.8295 \| 0.1551 \| 0.0795 \| 0.7711 \| 0.1442 \| 0.1829 \| 0.7685 \| 0.2955 \| 0.2163 \| 0.9088 \| 0.3494 \| 0.2017 \| 0.8474 \| 0.3258 \| 0.1839 \| 0.7726 \| 0.2970 \| 0.1787 \| 0.7774 \| 0.2906 \| 0.1941 \| 0.8446 \| 0.3157 \| 0.1868 \| 0.8125 \| 0.3037 \| 0.1789 \| 0.7784 \| 0.2910 \| 0.1987 \| 0.8581 \| 0.3227 \| 0.2122 \| 0.9161 \| 0.3445 \| 0.2071 \| 0.8943 \| 0.3363 \| 0.2002 \| 0.8643 \| 0.3250 \| 0.0471 \| 0.7737 \| 0.0888 \| 0.0477 \| 0.7833 \| 0.0899 \| 0.0487 \| 0.8002 \| 0.0918 \| 0.0484 \| 0.7945 \| 0.0912 \| 0.2078 \| 0.9062 \| 0.3380 \| 0.2138 \| 0.9325 \| 0.3478 \| 0.2122 \| 0.9254 \| 0.3452 \| 0.2091 \| 0.9119 \| 0.3402 \| 0.0292 \| 0.5340 \| 0.0554 \| 0.0313 \| 0.5720 \| 0.0593 \| 0.0380 \| 0.6954 \| 0.0721 \| 0.0362 \| 0.6614 \| 0.0686 \| 0.1347 \| 0.8697 \| 0.2333 \| 0.1365 \| 0.8814 \| 0.2365 \| 0.1391 \| 0.8978 \| 0.2408 \| 0.1380 \| 0.8905 \| 0.2389 \| 0.2115 \| 0.9066 \| 0.3429 \| 0.2173 \| 0.9318 \| 0.3524 \| 0.2172 \| 0.9311 \| 0.3522 \| 0.2133 \| 0.9146 \| 0.3459 \| 0.1988 \| 0.8479 \| 0.3221 \| 0.2101 \| 0.8963 \| 0.3404 \| 0.2087 \| 0.8904 \| 0.3382 \| 0.2025 \| 0.8636 \| 0.3280 \| 0.2308 \| 0.9172 \| 0.3688 \| 0.2344 \| 0.9315 \| 0.3746 \| 0.2341 \| 0.9303 \| 0.3741 \| 0.2322 \| 0.9228 \| 0.3711 \| 0.0489 \| 0.6232 \| 0.0907 \| 0.0540 \| 0.6875 \| 0.1001 \| 0.0585 \| 0.7444 \| 0.1084 \| 0.0551 \| 0.7022 \| 0.1023 \| 0.0396 \| 0.5531 \| 0.0738 \| 0.0437 \| 0.6114 \| 0.0816 \| 0.0417 \| 0.5828 \| 0.0778 \| 0.0396 \| 0.5536 \| 0.0739 \| 0.1591 \| 0.6490 \| 0.2556 \| 0.1728 \| 0.7047 \| 0.2775 \| 0.1698 \| 0.6926 \| 0.2727 \| 0.1619 \| 0.6606 \| 0.2601 \| 0.0724 \| 0.8014 \| 0.1328 \| 0.0812 \| 0.8984 \| 0.1489 \| 0.0773 \| 0.8553 \| 0.1417 \| 0.0728 \| 0.8057 \| 0.1335 \| 0.0240 \| 0.5646 \| 0.0460 \| 0.0285 \| 0.6714 \| 0.0547 \| 0.0295 \| 0.6949 \| 0.0566 \| 0.0268 \| 0.6318 \| 0.0515 \| 0.1351 \| 0.6769 \| 0.2253 \| 0.1499 \| 0.7506 \| 0.2498 \| 0.1439 \| 0.7209 \| 0.2399 \| 0.1364 \| 0.6831 \| 0.2274 \| 0.0901 \| 0.3395 \| 0.1424 \| 0.1411 \| 0.5318 \| 0.2230 \| 0.1176 \| 0.4431 \| 0.1858 \| 0.0904 \| 0.3406 \| 0.1428 \| 0.2317 \| 0.9155 \| 0.3698 \| 0.2363 \| 0.9339 \| 0.3772 \| 0.2358 \| 0.9317 \| 0.3763 \| 0.2331 \| 0.9210 \| 0.3720 \| 0.0057 \| 0.3271 \| 0.0112 \| 0.0079 \| 0.4559 \| 0.0156 \| 0.0069 \| 0.3943 \| 0.0135 \| 0.0057 \| 0.3293 \| 0.0112 \| 0.1480 \| 0.5711 \| 0.2351 \| 0.1997 \| 0.7704 \| 0.3172 \| 0.1749 \| 0.6745 \| 0.2777 \| 0.1486 \| 0.5732 \| 0.2360 \| 0.1177 \| 0.4732 \| 0.1886 \| 0.1736 \| 0.6978 \| 0.2781 \| 0.1477 \| 0.5938 \| 0.2366 \| 0.1183 \| 0.4754 \| 0.1894 \| 0.1579 \| 0.8760 \| 0.2676 \| 0.1640 \| 0.9101 \| 0.2780 \| 0.1610 \| 0.8934 \| 0.2729 \| 0.1579 \| 0.8763 \| 0.2676 \|
	\| 0.1048 \| 2.9993 \| 1728 \| 0.2277 \| 0.7761 \| 0.7260 \| 0.7502 \| 0.8574 \| 0.8020 \| 0.8287 \| 0.8304 \| 0.7767 \| 0.8027 \| 0.7872 \| 0.7364 \| 0.7610 \| 0.1738 \| 0.7657 \| 0.2833 \| 0.2068 \| 0.9109 \| 0.3370 \| 0.1905 \| 0.8394 \| 0.3106 \| 0.1739 \| 0.7664 \| 0.2835 \| 0.0083 \| 0.3355 \| 0.0161 \| 0.0090 \| 0.3641 \| 0.0175 \| 0.0147 \| 0.5966 \| 0.0287 \| 0.0137 \| 0.5555 \| 0.0267 \| 0.1374 \| 0.8319 \| 0.2359 \| 0.1386 \| 0.8388 \| 0.2378 \| 0.1381 \| 0.8362 \| 0.2371 \| 0.1376 \| 0.8327 \| 0.2361 \| 0.1088 \| 0.4961 \| 0.1784 \| 0.1093 \| 0.4985 \| 0.1793 \| 0.1091 \| 0.4976 \| 0.1790 \| 0.1088 \| 0.4964 \| 0.1785 \| 0.1283 \| 0.7935 \| 0.2209 \| 0.1452 \| 0.8980 \| 0.2500 \| 0.1369 \| 0.8470 \| 0.2358 \| 0.1285 \| 0.7945 \| 0.2212 \| 0.1914 \| 0.72 \| 0.3025 \| 0.2030 \| 0.7637 \| 0.3208 \| 0.1990 \| 0.7484 \| 0.3144 \| 0.1927 \| 0.7248 \| 0.3045 \| 0.0407 \| 0.5048 \| 0.0753 \| 0.0432 \| 0.5362 \| 0.0800 \| 0.0467 \| 0.5789 \| 0.0864 \| 0.0453 \| 0.5618 \| 0.0838 \| 0.2577 \| 0.8083 \| 0.3908 \| 0.2592 \| 0.8131 \| 0.3931 \| 0.2617 \| 0.8209 \| 0.3969 \| 0.2605 \| 0.8172 \| 0.3951 \| 0.1382 \| 0.6711 \| 0.2292 \| 0.1474 \| 0.7156 \| 0.2444 \| 0.1517 \| 0.7368 \| 0.2517 \| 0.1465 \| 0.7115 \| 0.2430 \| 0.0 \| 0.0 \| 0 \| 0.0 \| 0.0 \| 0 \| 0.0 \| 0.0 \| 0 \| 0.0 \| 0.0 \| 0 \| 0.1977 \| 0.7163 \| 0.3098 \| 0.2433 \| 0.8817 \| 0.3814 \| 0.2226 \| 0.8069 \| 0.3490 \| 0.1985 \| 0.7193 \| 0.3111 \| 0.0984 \| 0.7252 \| 0.1733 \| 0.1116 \| 0.8223 \| 0.1965 \| 0.1077 \| 0.7940 \| 0.1897 \| 0.1006 \| 0.7417 \| 0.1772 \| 0.2108 \| 0.7746 \| 0.3314 \| 0.2485 \| 0.9134 \| 0.3907 \| 0.2320 \| 0.8526 \| 0.3647 \| 0.2120 \| 0.7793 \| 0.3334 \| 0.2066 \| 0.7723 \| 0.3260 \| 0.2241 \| 0.8378 \| 0.3536 \| 0.2157 \| 0.8064 \| 0.3404 \| 0.2069 \| 0.7732 \| 0.3264 \| 0.2308 \| 0.8487 \| 0.3629 \| 0.2454 \| 0.9022 \| 0.3858 \| 0.2401 \| 0.8828 \| 0.3775 \| 0.2325 \| 0.8550 \| 0.3656 \| 0.0561 \| 0.7626 \| 0.1046 \| 0.0571 \| 0.7753 \| 0.1063 \| 0.0586 \| 0.7962 \| 0.1092 \| 0.0581 \| 0.7888 \| 0.1082 \| 0.2409 \| 0.9111 \| 0.3810 \| 0.2464 \| 0.9320 \| 0.3897 \| 0.2454 \| 0.9282 \| 0.3882 \| 0.2426 \| 0.9175 \| 0.3837 \| 0.0377 \| 0.4647 \| 0.0698 \| 0.0391 \| 0.4822 \| 0.0724 \| 0.0506 \| 0.6236 \| 0.0936 \| 0.0487 \| 0.5998 \| 0.0901 \| 0.1576 \| 0.8772 \| 0.2672 \| 0.1589 \| 0.8846 \| 0.2694 \| 0.1614 \| 0.8983 \| 0.2736 \| 0.1606 \| 0.8939 \| 0.2723 \| 0.2433 \| 0.9185 \| 0.3846 \| 0.2492 \| 0.9409 \| 0.3940 \| 0.2484 \| 0.9379 \| 0.3928 \| 0.2446 \| 0.9237 \| 0.3868 \| 0.2268 \| 0.8352 \| 0.3567 \| 0.2424 \| 0.8928 \| 0.3813 \| 0.2399 \| 0.8833 \| 0.3773 \| 0.2309 \| 0.8503 \| 0.3632 \| 0.2679 \| 0.9031 \| 0.4132 \| 0.2711 \| 0.9138 \| 0.4181 \| 0.2716 \| 0.9156 \| 0.4189 \| 0.2698 \| 0.9097 \| 0.4162 \| 0.0578 \| 0.6447 \| 0.1060 \| 0.0613 \| 0.6841 \| 0.1125 \| 0.0665 \| 0.7424 \| 0.1221 \| 0.0643 \| 0.7178 \| 0.1180 \| 0.0526 \| 0.5024 \| 0.0952 \| 0.0586 \| 0.5595 \| 0.1061 \| 0.0557 \| 0.5320 \| 0.1009 \| 0.0527 \| 0.5034 \| 0.0954 \| 0.1842 \| 0.6696 \| 0.2890 \| 0.1988 \| 0.7225 \| 0.3118 \| 0.1953 \| 0.7099 \| 0.3064 \| 0.1870 \| 0.6795 \| 0.2933 \| 0.0873 \| 0.7812 \| 0.1570 \| 0.0986 \| 0.8822 \| 0.1773 \| 0.0934 \| 0.8359 \| 0.1680 \| 0.0877 \| 0.7846 \| 0.1577 \| 0.0362 \| 0.5138 \| 0.0677 \| 0.0394 \| 0.5594 \| 0.0737 \| 0.0448 \| 0.635 \| 0.0836 \| 0.0426 \| 0.6044 \| 0.0796 \| 0.1684 \| 0.6586 \| 0.2682 \| 0.1842 \| 0.7205 \| 0.2934 \| 0.1779 \| 0.6957 \| 0.2833 \| 0.1697 \| 0.6637 \| 0.2703 \| 0.1115 \| 0.3385 \| 0.1677 \| 0.1791 \| 0.5438 \| 0.2694 \| 0.1471 \| 0.4469 \| 0.2214 \| 0.1116 \| 0.3390 \| 0.1680 \| 0.2663 \| 0.9089 \| 0.4119 \| 0.2709 \| 0.9248 \| 0.4191 \| 0.2708 \| 0.9244 \| 0.4189 \| 0.2681 \| 0.9149 \| 0.4146 \| 0.0085 \| 0.3272 \| 0.0166 \| 0.0114 \| 0.4395 \| 0.0223 \| 0.0101 \| 0.3890 \| 0.0197 \| 0.0086 \| 0.3316 \| 0.0168 \| 0.1833 \| 0.5214 \| 0.2712 \| 0.2524 \| 0.7178 \| 0.3735 \| 0.2195 \| 0.6242 \| 0.3248 \| 0.1841 \| 0.5236 \| 0.2724 \| 0.1399 \| 0.4976 \| 0.2184 \| 0.2019 \| 0.7176 \| 0.3151 \| 0.1733 \| 0.6160 \| 0.2704 \| 0.1408 \| 0.5007 \| 0.2198 \| 0.1820 \| 0.8862 \| 0.3019 \| 0.1895 \| 0.9230 \| 0.3145 \| 0.1858 \| 0.9049 \| 0.3083 \| 0.1820 \| 0.8864 \| 0.3020 \|
	\| 0.0892 \| 3.9991 \| 2304 \| 0.2383 \| 0.7649 \| 0.7433 \| 0.7539 \| 0.8457 \| 0.8218 \| 0.8336 \| 0.8171 \| 0.7940 \| 0.8054 \| 0.7743 \| 0.7525 \| 0.7632 \| 0.1590 \| 0.7660 \| 0.2634 \| 0.1898 \| 0.9143 \| 0.3144 \| 0.1746 \| 0.8410 \| 0.2892 \| 0.1592 \| 0.7667 \| 0.2636 \| 0.0028 \| 0.2935 \| 0.0055 \| 0.0032 \| 0.3348 \| 0.0063 \| 0.0054 \| 0.5663 \| 0.0107 \| 0.0050 \| 0.5283 \| 0.0100 \| 0.1243 \| 0.8401 \| 0.2166 \| 0.1253 \| 0.8471 \| 0.2184 \| 0.1249 \| 0.8442 \| 0.2176 \| 0.1244 \| 0.8405 \| 0.2167 \| 0.0811 \| 0.5389 \| 0.1410 \| 0.0815 \| 0.5417 \| 0.1418 \| 0.0814 \| 0.5406 \| 0.1415 \| 0.0811 \| 0.5390 \| 0.1411 \| 0.1166 \| 0.7975 \| 0.2034 \| 0.1321 \| 0.9036 \| 0.2305 \| 0.1246 \| 0.8522 \| 0.2174 \| 0.1167 \| 0.7986 \| 0.2037 \| 0.1807 \| 0.7243 \| 0.2892 \| 0.1912 \| 0.7665 \| 0.3061 \| 0.1875 \| 0.7514 \| 0.3000 \| 0.1817 \| 0.7285 \| 0.2909 \| 0.0283 \| 0.4699 \| 0.0533 \| 0.0306 \| 0.5097 \| 0.0578 \| 0.0339 \| 0.5632 \| 0.0639 \| 0.0324 \| 0.5388 \| 0.0611 \| 0.2348 \| 0.8509 \| 0.3680 \| 0.2363 \| 0.8565 \| 0.3704 \| 0.2379 \| 0.8621 \| 0.3729 \| 0.2369 \| 0.8588 \| 0.3714 \| 0.1237 \| 0.7047 \| 0.2105 \| 0.1315 \| 0.7492 \| 0.2238 \| 0.1342 \| 0.7642 \| 0.2283 \| 0.1297 \| 0.7386 \| 0.2206 \| 0.0 \| 0.0 \| 0 \| 0.0 \| 0.0 \| 0 \| 0.0 \| 0.0 \| 0 \| 0.0 \| 0.0 \| 0 \| 0.1817 \| 0.7193 \| 0.2901 \| 0.2248 \| 0.8900 \| 0.3589 \| 0.2052 \| 0.8125 \| 0.3277 \| 0.1825 \| 0.7226 \| 0.2914 \| 0.0921 \| 0.7552 \| 0.1641 \| 0.1030 \| 0.8451 \| 0.1837 \| 0.0993 \| 0.8145 \| 0.1770 \| 0.0936 \| 0.7679 \| 0.1669 \| 0.1942 \| 0.7740 \| 0.3105 \| 0.2299 \| 0.9162 \| 0.3675 \| 0.2144 \| 0.8545 \| 0.3428 \| 0.1953 \| 0.7783 \| 0.3122 \| 0.1911 \| 0.7710 \| 0.3063 \| 0.2082 \| 0.8400 \| 0.3337 \| 0.2000 \| 0.8068 \| 0.3206 \| 0.1914 \| 0.7720 \| 0.3067 \| 0.2091 \| 0.8677 \| 0.3370 \| 0.2212 \| 0.9177 \| 0.3565 \| 0.2170 \| 0.9002 \| 0.3497 \| 0.2108 \| 0.8744 \| 0.3396 \| 0.0515 \| 0.7767 \| 0.0965 \| 0.0521 \| 0.7862 \| 0.0977 \| 0.0533 \| 0.8047 \| 0.1000 \| 0.0530 \| 0.7993 \| 0.0993 \| 0.2227 \| 0.9151 \| 0.3583 \| 0.2281 \| 0.9374 \| 0.3670 \| 0.2267 \| 0.9315 \| 0.3647 \| 0.2240 \| 0.9202 \| 0.3603 \| 0.0287 \| 0.5599 \| 0.0546 \| 0.0303 \| 0.5912 \| 0.0576 \| 0.0361 \| 0.7052 \| 0.0687 \| 0.0345 \| 0.6735 \| 0.0656 \| 0.1440 \| 0.8842 \| 0.2476 \| 0.1451 \| 0.8914 \| 0.2496 \| 0.1476 \| 0.9064 \| 0.2538 \| 0.1468 \| 0.9018 \| 0.2525 \| 0.2252 \| 0.9211 \| 0.3619 \| 0.2306 \| 0.9431 \| 0.3705 \| 0.2299 \| 0.9404 \| 0.3695 \| 0.2266 \| 0.9270 \| 0.3642 \| 0.2096 \| 0.8447 \| 0.3359 \| 0.2237 \| 0.9013 \| 0.3584 \| 0.2213 \| 0.8919 \| 0.3546 \| 0.2134 \| 0.8600 \| 0.3420 \| 0.2440 \| 0.9226 \| 0.3859 \| 0.2480 \| 0.9379 \| 0.3923 \| 0.2476 \| 0.9361 \| 0.3916 \| 0.2455 \| 0.9281 \| 0.3882 \| 0.0516 \| 0.6581 \| 0.0957 \| 0.0555 \| 0.7070 \| 0.1028 \| 0.0598 \| 0.7623 \| 0.1109 \| 0.0574 \| 0.7321 \| 0.1065 \| 0.0471 \| 0.5220 \| 0.0864 \| 0.0534 \| 0.5915 \| 0.0979 \| 0.0505 \| 0.5593 \| 0.0926 \| 0.0473 \| 0.5242 \| 0.0867 \| 0.1734 \| 0.6746 \| 0.2759 \| 0.1874 \| 0.7291 \| 0.2982 \| 0.1838 \| 0.7151 \| 0.2924 \| 0.1757 \| 0.6838 \| 0.2796 \| 0.0812 \| 0.7673 \| 0.1469 \| 0.0912 \| 0.8614 \| 0.1649 \| 0.0866 \| 0.8176 \| 0.1565 \| 0.0815 \| 0.7700 \| 0.1474 \| 0.0278 \| 0.5455 \| 0.0529 \| 0.0306 \| 0.6006 \| 0.0582 \| 0.0357 \| 0.7005 \| 0.0679 \| 0.0337 \| 0.6621 \| 0.0642 \| 0.1469 \| 0.6850 \| 0.2420 \| 0.1620 \| 0.7553 \| 0.2668 \| 0.1559 \| 0.7266 \| 0.2567 \| 0.1480 \| 0.6900 \| 0.2438 \| 0.1025 \| 0.3514 \| 0.1588 \| 0.1612 \| 0.5523 \| 0.2495 \| 0.1335 \| 0.4574 \| 0.2067 \| 0.1028 \| 0.3523 \| 0.1592 \| 0.2452 \| 0.9181 \| 0.3870 \| 0.2503 \| 0.9374 \| 0.3952 \| 0.2501 \| 0.9363 \| 0.3947 \| 0.2470 \| 0.9250 \| 0.3899 \| 0.0059 \| 0.2951 \| 0.0115 \| 0.0081 \| 0.4088 \| 0.0159 \| 0.0071 \| 0.3561 \| 0.0138 \| 0.0059 \| 0.2982 \| 0.0116 \| 0.1675 \| 0.5620 \| 0.2581 \| 0.2269 \| 0.7614 \| 0.3497 \| 0.1985 \| 0.6661 \| 0.3059 \| 0.1682 \| 0.5642 \| 0.2591 \| 0.1291 \| 0.4844 \| 0.2039 \| 0.1887 \| 0.7082 \| 0.2980 \| 0.1609 \| 0.6036 \| 0.2540 \| 0.1296 \| 0.4862 \| 0.2046 \| 0.1680 \| 0.8842 \| 0.2824 \| 0.1750 \| 0.9211 \| 0.2942 \| 0.1716 \| 0.9030 \| 0.2884 \| 0.1681 \| 0.8845 \| 0.2825 \|
	\| 0.0792 \| 4.9989 \| 2880 \| 0.2490 \| 0.7688 \| 0.7417 \| 0.7550 \| 0.8497 \| 0.8197 \| 0.8345 \| 0.8213 \| 0.7923 \| 0.8066 \| 0.7784 \| 0.7509 \| 0.7644 \| 0.1619 \| 0.7628 \| 0.2671 \| 0.1940 \| 0.9141 \| 0.3201 \| 0.1781 \| 0.8393 \| 0.2939 \| 0.1620 \| 0.7634 \| 0.2673 \| 0.0038 \| 0.3496 \| 0.0076 \| 0.0046 \| 0.4199 \| 0.0091 \| 0.0070 \| 0.6416 \| 0.0139 \| 0.0064 \| 0.5820 \| 0.0126 \| 0.1289 \| 0.8354 \| 0.2233 \| 0.1299 \| 0.8421 \| 0.2252 \| 0.1295 \| 0.8393 \| 0.2244 \| 0.1290 \| 0.8357 \| 0.2234 \| 0.0896 \| 0.5243 \| 0.1531 \| 0.0902 \| 0.5275 \| 0.1540 \| 0.0900 \| 0.5262 \| 0.1536 \| 0.0897 \| 0.5246 \| 0.1532 \| 0.1185 \| 0.7943 \| 0.2062 \| 0.1357 \| 0.9097 \| 0.2362 \| 0.1272 \| 0.8528 \| 0.2214 \| 0.1186 \| 0.7949 \| 0.2063 \| 0.1850 \| 0.7209 \| 0.2944 \| 0.1954 \| 0.7617 \| 0.3111 \| 0.1917 \| 0.7470 \| 0.3051 \| 0.1859 \| 0.7244 \| 0.2959 \| 0.0354 \| 0.5296 \| 0.0664 \| 0.0376 \| 0.5620 \| 0.0705 \| 0.0405 \| 0.6048 \| 0.0758 \| 0.0391 \| 0.5851 \| 0.0734 \| 0.2432 \| 0.8434 \| 0.3776 \| 0.2450 \| 0.8495 \| 0.3803 \| 0.2464 \| 0.8543 \| 0.3824 \| 0.2452 \| 0.8501 \| 0.3806 \| 0.1294 \| 0.6787 \| 0.2174 \| 0.1381 \| 0.7243 \| 0.2320 \| 0.1430 \| 0.7499 \| 0.2402 \| 0.1379 \| 0.7233 \| 0.2317 \| 0.0 \| 0.0 \| 0 \| 0.0 \| 0.0 \| 0 \| 0.0 \| 0.0 \| 0 \| 0.0 \| 0.0 \| 0 \| 0.1877 \| 0.7246 \| 0.2982 \| 0.2304 \| 0.8893 \| 0.3660 \| 0.2111 \| 0.8147 \| 0.3353 \| 0.1886 \| 0.7278 \| 0.2995 \| 0.0956 \| 0.7459 \| 0.1696 \| 0.1074 \| 0.8375 \| 0.1904 \| 0.1033 \| 0.8057 \| 0.1831 \| 0.0971 \| 0.7573 \| 0.1721 \| 0.2003 \| 0.7756 \| 0.3184 \| 0.2356 \| 0.9125 \| 0.3745 \| 0.2213 \| 0.8570 \| 0.3518 \| 0.2021 \| 0.7826 \| 0.3212 \| 0.1938 \| 0.7758 \| 0.3102 \| 0.2116 \| 0.8470 \| 0.3386 \| 0.2030 \| 0.8125 \| 0.3249 \| 0.1940 \| 0.7766 \| 0.3105 \| 0.2179 \| 0.8622 \| 0.3479 \| 0.2306 \| 0.9125 \| 0.3682 \| 0.2261 \| 0.8945 \| 0.3609 \| 0.2195 \| 0.8685 \| 0.3504 \| 0.0521 \| 0.7835 \| 0.0976 \| 0.0529 \| 0.7960 \| 0.0992 \| 0.0540 \| 0.8132 \| 0.1013 \| 0.0536 \| 0.8064 \| 0.1005 \| 0.2266 \| 0.9083 \| 0.3627 \| 0.2325 \| 0.9319 \| 0.3722 \| 0.2308 \| 0.9253 \| 0.3695 \| 0.2279 \| 0.9133 \| 0.3647 \| 0.0284 \| 0.5494 \| 0.0540 \| 0.0299 \| 0.5795 \| 0.0569 \| 0.0353 \| 0.6832 \| 0.0671 \| 0.0339 \| 0.6565 \| 0.0645 \| 0.1475 \| 0.8796 \| 0.2527 \| 0.1487 \| 0.8865 \| 0.2546 \| 0.1517 \| 0.9044 \| 0.2598 \| 0.1509 \| 0.8999 \| 0.2585 \| 0.2305 \| 0.9143 \| 0.3681 \| 0.2362 \| 0.9371 \| 0.3773 \| 0.2359 \| 0.9358 \| 0.3768 \| 0.2324 \| 0.9220 \| 0.3712 \| 0.2159 \| 0.8461 \| 0.3440 \| 0.2290 \| 0.8977 \| 0.3650 \| 0.2274 \| 0.8912 \| 0.3623 \| 0.2199 \| 0.8619 \| 0.3504 \| 0.2505 \| 0.9155 \| 0.3934 \| 0.2548 \| 0.9312 \| 0.4001 \| 0.2545 \| 0.9300 \| 0.3996 \| 0.2521 \| 0.9214 \| 0.3959 \| 0.0482 \| 0.6763 \| 0.0901 \| 0.0517 \| 0.7252 \| 0.0966 \| 0.0541 \| 0.7587 \| 0.1010 \| 0.0522 \| 0.7312 \| 0.0974 \| 0.0464 \| 0.5379 \| 0.0855 \| 0.0528 \| 0.6120 \| 0.0973 \| 0.0498 \| 0.5764 \| 0.0916 \| 0.0466 \| 0.5393 \| 0.0857 \| 0.1787 \| 0.6763 \| 0.2827 \| 0.1928 \| 0.7294 \| 0.3049 \| 0.1893 \| 0.7162 \| 0.2994 \| 0.1812 \| 0.6857 \| 0.2867 \| 0.0835 \| 0.7683 \| 0.1506 \| 0.0946 \| 0.8701 \| 0.1706 \| 0.0893 \| 0.8220 \| 0.1612 \| 0.0838 \| 0.7706 \| 0.1511 \| 0.0284 \| 0.5371 \| 0.0540 \| 0.0314 \| 0.5926 \| 0.0596 \| 0.0367 \| 0.6932 \| 0.0697 \| 0.0348 \| 0.6570 \| 0.0661 \| 0.1599 \| 0.6728 \| 0.2584 \| 0.1759 \| 0.7402 \| 0.2843 \| 0.1695 \| 0.7135 \| 0.2740 \| 0.1612 \| 0.6782 \| 0.2604 \| 0.1064 \| 0.3655 \| 0.1648 \| 0.1637 \| 0.5626 \| 0.2537 \| 0.1365 \| 0.4691 \| 0.2115 \| 0.1065 \| 0.3661 \| 0.1651 \| 0.2491 \| 0.9161 \| 0.3917 \| 0.2544 \| 0.9358 \| 0.4001 \| 0.2537 \| 0.9329 \| 0.3989 \| 0.2506 \| 0.9216 \| 0.3940 \| 0.0076 \| 0.3266 \| 0.0148 \| 0.0101 \| 0.4351 \| 0.0197 \| 0.0089 \| 0.3845 \| 0.0174 \| 0.0076 \| 0.3293 \| 0.0149 \| 0.1737 \| 0.5635 \| 0.2655 \| 0.2348 \| 0.7617 \| 0.3589 \| 0.2061 \| 0.6687 \| 0.3151 \| 0.1746 \| 0.5665 \| 0.2669 \| 0.1314 \| 0.4809 \| 0.2065 \| 0.1943 \| 0.7109 \| 0.3052 \| 0.1648 \| 0.6028 \| 0.2588 \| 0.1318 \| 0.4822 \| 0.2070 \| 0.1702 \| 0.8927 \| 0.2859 \| 0.1778 \| 0.9326 \| 0.2987 \| 0.1741 \| 0.9129 \| 0.2924 \| 0.1703 \| 0.8929 \| 0.2860 \|
	\| 0.0716 \| 5.9987 \| 3456 \| 0.2608 \| 0.7657 \| 0.7377 \| 0.7514 \| 0.8483 \| 0.8173 \| 0.8325 \| 0.8192 \| 0.7892 \| 0.8039 \| 0.7755 \| 0.7472 \| 0.7611 \| 0.1574 \| 0.7419 \| 0.2597 \| 0.1928 \| 0.9085 \| 0.3180 \| 0.1753 \| 0.8263 \| 0.2892 \| 0.1576 \| 0.7426 \| 0.2600 \| 0.0057 \| 0.3692 \| 0.0113 \| 0.0064 \| 0.4128 \| 0.0126 \| 0.0096 \| 0.6172 \| 0.0188 \| 0.0090 \| 0.5817 \| 0.0177 \| 0.1274 \| 0.8275 \| 0.2208 \| 0.1284 \| 0.8339 \| 0.2225 \| 0.1280 \| 0.8315 \| 0.2219 \| 0.1275 \| 0.8281 \| 0.2210 \| 0.0954 \| 0.5189 \| 0.1612 \| 0.0958 \| 0.5209 \| 0.1619 \| 0.0957 \| 0.5203 \| 0.1616 \| 0.0955 \| 0.5193 \| 0.1613 \| 0.1160 \| 0.7708 \| 0.2017 \| 0.1346 \| 0.8943 \| 0.2340 \| 0.1255 \| 0.8339 \| 0.2182 \| 0.1161 \| 0.7714 \| 0.2019 \| 0.1808 \| 0.7125 \| 0.2885 \| 0.1918 \| 0.7556 \| 0.3059 \| 0.1879 \| 0.7403 \| 0.2997 \| 0.1818 \| 0.7164 \| 0.2900 \| 0.0334 \| 0.5176 \| 0.0627 \| 0.0357 \| 0.5533 \| 0.0671 \| 0.0394 \| 0.6106 \| 0.0740 \| 0.0379 \| 0.5878 \| 0.0713 \| 0.2403 \| 0.8544 \| 0.3751 \| 0.2418 \| 0.8598 \| 0.3774 \| 0.2434 \| 0.8656 \| 0.3800 \| 0.2424 \| 0.8620 \| 0.3784 \| 0.1230 \| 0.7023 \| 0.2094 \| 0.1319 \| 0.7531 \| 0.2245 \| 0.1338 \| 0.7638 \| 0.2277 \| 0.1290 \| 0.7366 \| 0.2196 \| 0.0 \| 0.0 \| 0 \| 0.0 \| 0.0 \| 0 \| 0.0 \| 0.0 \| 0 \| 0.0 \| 0.0 \| 0 \| 0.1792 \| 0.6894 \| 0.2845 \| 0.2273 \| 0.8744 \| 0.3608 \| 0.2051 \| 0.7889 \| 0.3255 \| 0.1800 \| 0.6924 \| 0.2857 \| 0.0940 \| 0.7492 \| 0.1670 \| 0.1054 \| 0.8407 \| 0.1873 \| 0.1013 \| 0.8077 \| 0.1800 \| 0.0953 \| 0.7597 \| 0.1693 \| 0.1942 \| 0.7647 \| 0.3098 \| 0.2329 \| 0.9171 \| 0.3715 \| 0.2159 \| 0.8500 \| 0.3443 \| 0.1953 \| 0.7691 \| 0.3115 \| 0.1939 \| 0.7712 \| 0.3099 \| 0.2114 \| 0.8406 \| 0.3378 \| 0.2030 \| 0.8071 \| 0.3243 \| 0.1941 \| 0.7720 \| 0.3102 \| 0.2131 \| 0.8641 \| 0.3419 \| 0.2257 \| 0.9153 \| 0.3622 \| 0.2209 \| 0.8956 \| 0.3544 \| 0.2144 \| 0.8694 \| 0.3440 \| 0.0525 \| 0.7565 \| 0.0982 \| 0.0532 \| 0.7669 \| 0.0996 \| 0.0545 \| 0.7847 \| 0.1019 \| 0.0540 \| 0.7782 \| 0.1010 \| 0.2252 \| 0.9082 \| 0.3609 \| 0.2318 \| 0.9350 \| 0.3715 \| 0.2297 \| 0.9265 \| 0.3681 \| 0.2263 \| 0.9128 \| 0.3627 \| 0.0289 \| 0.4839 \| 0.0546 \| 0.0302 \| 0.5051 \| 0.0569 \| 0.0374 \| 0.6261 \| 0.0706 \| 0.0360 \| 0.6025 \| 0.0679 \| 0.1456 \| 0.8837 \| 0.2500 \| 0.1468 \| 0.8911 \| 0.2520 \| 0.1494 \| 0.9070 \| 0.2565 \| 0.1486 \| 0.9022 \| 0.2552 \| 0.2285 \| 0.9256 \| 0.3665 \| 0.2338 \| 0.9471 \| 0.3751 \| 0.2331 \| 0.9443 \| 0.3739 \| 0.2299 \| 0.9313 \| 0.3688 \| 0.2119 \| 0.8433 \| 0.3386 \| 0.2268 \| 0.9029 \| 0.3626 \| 0.2241 \| 0.8921 \| 0.3582 \| 0.2156 \| 0.8581 \| 0.3446 \| 0.2534 \| 0.9170 \| 0.3971 \| 0.2572 \| 0.9305 \| 0.4029 \| 0.2569 \| 0.9297 \| 0.4026 \| 0.2549 \| 0.9222 \| 0.3994 \| 0.0532 \| 0.6422 \| 0.0983 \| 0.0568 \| 0.6862 \| 0.1050 \| 0.0625 \| 0.7546 \| 0.1155 \| 0.0602 \| 0.7266 \| 0.1112 \| 0.0423 \| 0.5444 \| 0.0785 \| 0.0474 \| 0.6104 \| 0.0880 \| 0.0450 \| 0.5790 \| 0.0835 \| 0.0424 \| 0.5460 \| 0.0787 \| 0.1753 \| 0.6763 \| 0.2784 \| 0.1882 \| 0.7261 \| 0.2989 \| 0.1851 \| 0.7144 \| 0.2940 \| 0.1776 \| 0.6855 \| 0.2822 \| 0.0829 \| 0.7808 \| 0.1499 \| 0.0930 \| 0.8763 \| 0.1682 \| 0.0883 \| 0.8317 \| 0.1596 \| 0.0832 \| 0.7836 \| 0.1504 \| 0.0285 \| 0.5313 \| 0.0540 \| 0.0317 \| 0.5921 \| 0.0602 \| 0.0365 \| 0.6820 \| 0.0693 \| 0.0344 \| 0.6430 \| 0.0654 \| 0.1615 \| 0.6681 \| 0.2601 \| 0.1768 \| 0.7317 \| 0.2848 \| 0.1707 \| 0.7064 \| 0.2750 \| 0.1626 \| 0.6730 \| 0.2620 \| 0.1039 \| 0.3646 \| 0.1617 \| 0.1603 \| 0.5622 \| 0.2494 \| 0.1334 \| 0.4680 \| 0.2076 \| 0.1041 \| 0.3652 \| 0.1620 \| 0.2535 \| 0.9078 \| 0.3964 \| 0.2580 \| 0.9239 \| 0.4034 \| 0.2587 \| 0.9263 \| 0.4044 \| 0.2560 \| 0.9166 \| 0.4002 \| 0.0063 \| 0.3322 \| 0.0123 \| 0.0084 \| 0.4489 \| 0.0166 \| 0.0074 \| 0.3939 \| 0.0145 \| 0.0063 \| 0.3356 \| 0.0124 \| 0.1689 \| 0.5677 \| 0.2603 \| 0.2281 \| 0.7666 \| 0.3516 \| 0.1999 \| 0.6720 \| 0.3082 \| 0.1696 \| 0.5701 \| 0.2615 \| 0.1251 \| 0.4658 \| 0.1973 \| 0.1888 \| 0.7030 \| 0.2977 \| 0.1588 \| 0.5911 \| 0.2503 \| 0.1256 \| 0.4674 \| 0.1979 \| 0.1706 \| 0.8868 \| 0.2861 \| 0.1776 \| 0.9236 \| 0.2980 \| 0.1742 \| 0.9055 \| 0.2921 \| 0.1706 \| 0.8871 \| 0.2862 \|
	\| 0.0606 \| 6.9985 \| 4032 \| 0.2684 \| 0.7611 \| 0.7409 \| 0.7509 \| 0.8437 \| 0.8213 \| 0.8323 \| 0.8141 \| 0.7925 \| 0.8032 \| 0.7706 \| 0.7501 \| 0.7602 \| 0.1558 \| 0.7580 \| 0.2585 \| 0.1872 \| 0.9107 \| 0.3105 \| 0.1718 \| 0.8356 \| 0.2849 \| 0.1560 \| 0.7592 \| 0.2589 \| 0.0045 \| 0.3510 \| 0.0088 \| 0.0048 \| 0.3766 \| 0.0094 \| 0.0081 \| 0.6394 \| 0.0160 \| 0.0076 \| 0.6010 \| 0.0151 \| 0.1232 \| 0.8324 \| 0.2146 \| 0.1241 \| 0.8391 \| 0.2163 \| 0.1237 \| 0.8363 \| 0.2156 \| 0.1232 \| 0.8328 \| 0.2147 \| 0.0872 \| 0.5301 \| 0.1497 \| 0.0876 \| 0.5327 \| 0.1505 \| 0.0875 \| 0.5318 \| 0.1502 \| 0.0872 \| 0.5304 \| 0.1498 \| 0.1141 \| 0.7875 \| 0.1994 \| 0.1303 \| 0.8988 \| 0.2275 \| 0.1224 \| 0.8446 \| 0.2138 \| 0.1143 \| 0.7883 \| 0.1996 \| 0.1760 \| 0.7189 \| 0.2828 \| 0.1867 \| 0.7627 \| 0.3000 \| 0.1829 \| 0.7469 \| 0.2938 \| 0.1770 \| 0.7227 \| 0.2843 \| 0.0339 \| 0.5373 \| 0.0638 \| 0.0358 \| 0.5663 \| 0.0673 \| 0.0389 \| 0.6153 \| 0.0731 \| 0.0377 \| 0.5969 \| 0.0709 \| 0.2311 \| 0.8686 \| 0.3651 \| 0.2323 \| 0.8729 \| 0.3669 \| 0.2341 \| 0.8797 \| 0.3698 \| 0.2332 \| 0.8765 \| 0.3684 \| 0.1243 \| 0.6905 \| 0.2107 \| 0.1327 \| 0.7370 \| 0.2248 \| 0.1361 \| 0.7560 \| 0.2306 \| 0.1314 \| 0.7302 \| 0.2228 \| 0.0 \| 0.0 \| 0 \| 0.0 \| 0.0 \| 0 \| 0.0 \| 0.0 \| 0 \| 0.0 \| 0.0 \| 0 \| 0.1765 \| 0.6993 \| 0.2819 \| 0.2220 \| 0.8794 \| 0.3545 \| 0.2012 \| 0.7970 \| 0.3213 \| 0.1773 \| 0.7024 \| 0.2831 \| 0.0899 \| 0.7619 \| 0.1608 \| 0.1009 \| 0.8550 \| 0.1805 \| 0.0969 \| 0.8211 \| 0.1733 \| 0.0912 \| 0.7726 \| 0.1631 \| 0.1896 \| 0.7634 \| 0.3038 \| 0.2270 \| 0.9139 \| 0.3637 \| 0.2107 \| 0.8482 \| 0.3375 \| 0.1908 \| 0.7679 \| 0.3056 \| 0.1855 \| 0.7727 \| 0.2991 \| 0.2028 \| 0.8450 \| 0.3271 \| 0.1944 \| 0.8099 \| 0.3135 \| 0.1856 \| 0.7735 \| 0.2994 \| 0.2087 \| 0.8682 \| 0.3365 \| 0.2207 \| 0.9178 \| 0.3558 \| 0.2163 \| 0.8996 \| 0.3487 \| 0.2102 \| 0.8741 \| 0.3388 \| 0.0508 \| 0.7398 \| 0.0951 \| 0.0516 \| 0.7506 \| 0.0965 \| 0.0531 \| 0.7728 \| 0.0993 \| 0.0526 \| 0.7656 \| 0.0984 \| 0.2193 \| 0.9100 \| 0.3534 \| 0.2250 \| 0.9337 \| 0.3626 \| 0.2234 \| 0.9271 \| 0.3601 \| 0.2205 \| 0.9151 \| 0.3554 \| 0.0261 \| 0.5303 \| 0.0497 \| 0.0274 \| 0.5573 \| 0.0522 \| 0.0326 \| 0.6640 \| 0.0622 \| 0.0315 \| 0.6400 \| 0.0600 \| 0.1414 \| 0.8795 \| 0.2437 \| 0.1427 \| 0.8870 \| 0.2458 \| 0.1453 \| 0.9035 \| 0.2504 \| 0.1444 \| 0.8979 \| 0.2488 \| 0.2216 \| 0.9243 \| 0.3574 \| 0.2276 \| 0.9494 \| 0.3672 \| 0.2265 \| 0.9447 \| 0.3654 \| 0.2229 \| 0.9297 \| 0.3596 \| 0.2065 \| 0.8479 \| 0.3321 \| 0.2204 \| 0.9051 \| 0.3545 \| 0.2178 \| 0.8945 \| 0.3504 \| 0.2101 \| 0.8627 \| 0.3379 \| 0.2414 \| 0.9221 \| 0.3826 \| 0.2451 \| 0.9364 \| 0.3885 \| 0.2447 \| 0.9349 \| 0.3879 \| 0.2427 \| 0.9271 \| 0.3847 \| 0.0509 \| 0.6552 \| 0.0945 \| 0.0542 \| 0.6976 \| 0.1006 \| 0.0587 \| 0.7549 \| 0.1089 \| 0.0565 \| 0.7274 \| 0.1049 \| 0.0421 \| 0.5547 \| 0.0782 \| 0.0466 \| 0.6148 \| 0.0867 \| 0.0445 \| 0.5868 \| 0.0827 \| 0.0422 \| 0.5568 \| 0.0785 \| 0.1700 \| 0.6822 \| 0.2722 \| 0.1832 \| 0.7352 \| 0.2933 \| 0.1799 \| 0.7218 \| 0.2880 \| 0.1723 \| 0.6913 \| 0.2758 \| 0.0798 \| 0.8030 \| 0.1452 \| 0.0889 \| 0.8946 \| 0.1617 \| 0.0846 \| 0.8515 \| 0.1539 \| 0.0800 \| 0.8053 \| 0.1456 \| 0.0251 \| 0.5206 \| 0.0478 \| 0.0278 \| 0.5774 \| 0.0530 \| 0.0324 \| 0.6732 \| 0.0618 \| 0.0308 \| 0.6392 \| 0.0587 \| 0.1476 \| 0.6785 \| 0.2424 \| 0.1619 \| 0.7441 \| 0.2659 \| 0.1559 \| 0.7169 \| 0.2562 \| 0.1484 \| 0.6824 \| 0.2438 \| 0.1017 \| 0.3549 \| 0.1581 \| 0.1582 \| 0.5522 \| 0.2459 \| 0.1314 \| 0.4585 \| 0.2042 \| 0.1018 \| 0.3555 \| 0.1583 \| 0.2422 \| 0.9188 \| 0.3834 \| 0.2471 \| 0.9372 \| 0.3910 \| 0.2467 \| 0.9360 \| 0.3905 \| 0.2439 \| 0.9251 \| 0.3860 \| 0.0062 \| 0.3411 \| 0.0123 \| 0.0084 \| 0.4578 \| 0.0165 \| 0.0074 \| 0.4039 \| 0.0145 \| 0.0063 \| 0.3456 \| 0.0124 \| 0.1611 \| 0.5538 \| 0.2496 \| 0.2219 \| 0.7630 \| 0.3438 \| 0.1929 \| 0.6633 \| 0.2989 \| 0.1619 \| 0.5566 \| 0.2508 \| 0.1194 \| 0.4565 \| 0.1893 \| 0.1840 \| 0.7032 \| 0.2916 \| 0.1531 \| 0.5851 \| 0.2427 \| 0.1198 \| 0.4578 \| 0.1899 \| 0.1661 \| 0.8890 \| 0.2799 \| 0.1729 \| 0.9250 \| 0.2913 \| 0.1695 \| 0.9073 \| 0.2857 \| 0.1662 \| 0.8893 \| 0.2800 \|
	\| 0.0573 \| 7.9983 \| 4608 \| 0.2753 \| 0.7682 \| 0.7397 \| 0.7537 \| 0.8497 \| 0.8181 \| 0.8336 \| 0.8211 \| 0.7906 \| 0.8056 \| 0.7780 \| 0.7491 \| 0.7633 \| 0.1618 \| 0.7613 \| 0.2669 \| 0.1942 \| 0.9134 \| 0.3203 \| 0.1783 \| 0.8387 \| 0.2941 \| 0.1621 \| 0.7625 \| 0.2674 \| 0.0053 \| 0.3534 \| 0.0104 \| 0.0056 \| 0.3777 \| 0.0111 \| 0.0093 \| 0.6259 \| 0.0184 \| 0.0088 \| 0.5908 \| 0.0173 \| 0.1285 \| 0.8322 \| 0.2226 \| 0.1295 \| 0.8386 \| 0.2243 \| 0.1290 \| 0.8358 \| 0.2236 \| 0.1285 \| 0.8324 \| 0.2226 \| 0.0977 \| 0.5191 \| 0.1645 \| 0.0982 \| 0.5220 \| 0.1654 \| 0.0980 \| 0.5209 \| 0.1650 \| 0.0978 \| 0.5194 \| 0.1646 \| 0.1187 \| 0.7892 \| 0.2063 \| 0.1358 \| 0.9028 \| 0.2360 \| 0.1274 \| 0.8470 \| 0.2215 \| 0.1188 \| 0.7900 \| 0.2066 \| 0.1827 \| 0.7164 \| 0.2912 \| 0.1935 \| 0.7586 \| 0.3083 \| 0.1896 \| 0.7433 \| 0.3021 \| 0.1837 \| 0.7202 \| 0.2927 \| 0.0348 \| 0.5297 \| 0.0653 \| 0.0369 \| 0.5607 \| 0.0692 \| 0.0403 \| 0.6123 \| 0.0755 \| 0.0390 \| 0.5930 \| 0.0732 \| 0.2420 \| 0.8486 \| 0.3766 \| 0.2438 \| 0.8548 \| 0.3794 \| 0.2454 \| 0.8605 \| 0.3819 \| 0.2442 \| 0.8564 \| 0.3800 \| 0.1279 \| 0.6967 \| 0.2161 \| 0.1362 \| 0.7421 \| 0.2302 \| 0.1397 \| 0.7611 \| 0.2361 \| 0.1351 \| 0.7363 \| 0.2284 \| 0.0 \| 0.0 \| 0 \| 0.0 \| 0.0 \| 0 \| 0.0 \| 0.0 \| 0 \| 0.0 \| 0.0 \| 0 \| 0.1855 \| 0.7075 \| 0.2939 \| 0.2305 \| 0.8792 \| 0.3652 \| 0.2103 \| 0.8023 \| 0.3333 \| 0.1864 \| 0.7110 \| 0.2953 \| 0.0941 \| 0.7579 \| 0.1674 \| 0.1059 \| 0.8532 \| 0.1884 \| 0.1015 \| 0.8181 \| 0.1807 \| 0.0954 \| 0.7683 \| 0.1697 \| 0.1969 \| 0.7624 \| 0.3130 \| 0.2354 \| 0.9114 \| 0.3742 \| 0.2189 \| 0.8474 \| 0.3479 \| 0.1980 \| 0.7664 \| 0.3147 \| 0.1951 \| 0.7799 \| 0.3121 \| 0.2122 \| 0.8483 \| 0.3395 \| 0.2039 \| 0.8152 \| 0.3262 \| 0.1953 \| 0.7806 \| 0.3124 \| 0.2172 \| 0.8703 \| 0.3477 \| 0.2294 \| 0.9191 \| 0.3672 \| 0.2252 \| 0.9020 \| 0.3604 \| 0.2189 \| 0.8769 \| 0.3503 \| 0.0529 \| 0.7588 \| 0.0988 \| 0.0537 \| 0.7713 \| 0.1005 \| 0.0550 \| 0.7897 \| 0.1029 \| 0.0545 \| 0.7821 \| 0.1019 \| 0.2272 \| 0.9110 \| 0.3637 \| 0.2332 \| 0.9349 \| 0.3733 \| 0.2315 \| 0.9283 \| 0.3706 \| 0.2285 \| 0.9162 \| 0.3658 \| 0.0306 \| 0.5252 \| 0.0578 \| 0.0318 \| 0.5458 \| 0.0601 \| 0.0381 \| 0.6552 \| 0.0721 \| 0.0369 \| 0.6346 \| 0.0698 \| 0.1476 \| 0.8819 \| 0.2529 \| 0.1487 \| 0.8882 \| 0.2547 \| 0.1512 \| 0.9031 \| 0.2590 \| 0.1505 \| 0.8990 \| 0.2578 \| 0.2304 \| 0.9216 \| 0.3686 \| 0.2364 \| 0.9456 \| 0.3782 \| 0.2354 \| 0.9415 \| 0.3766 \| 0.2317 \| 0.9270 \| 0.3708 \| 0.2146 \| 0.8448 \| 0.3423 \| 0.2292 \| 0.9022 \| 0.3655 \| 0.2267 \| 0.8923 \| 0.3615 \| 0.2185 \| 0.8600 \| 0.3484 \| 0.2520 \| 0.9189 \| 0.3955 \| 0.2559 \| 0.9331 \| 0.4016 \| 0.2557 \| 0.9325 \| 0.4014 \| 0.2536 \| 0.9250 \| 0.3981 \| 0.0540 \| 0.6463 \| 0.0998 \| 0.0574 \| 0.6867 \| 0.1060 \| 0.0629 \| 0.7526 \| 0.1162 \| 0.0609 \| 0.7279 \| 0.1123 \| 0.0471 \| 0.5351 \| 0.0866 \| 0.0526 \| 0.5973 \| 0.0967 \| 0.0500 \| 0.5680 \| 0.0920 \| 0.0473 \| 0.5369 \| 0.0869 \| 0.1769 \| 0.6819 \| 0.2809 \| 0.1901 \| 0.7331 \| 0.3019 \| 0.1869 \| 0.7207 \| 0.2968 \| 0.1793 \| 0.6914 \| 0.2848 \| 0.0831 \| 0.7934 \| 0.1505 \| 0.0931 \| 0.8892 \| 0.1686 \| 0.0884 \| 0.8442 \| 0.1601 \| 0.0834 \| 0.7959 \| 0.1509 \| 0.0260 \| 0.5263 \| 0.0496 \| 0.0288 \| 0.5834 \| 0.0549 \| 0.0332 \| 0.6726 \| 0.0633 \| 0.0314 \| 0.6360 \| 0.0599 \| 0.1599 \| 0.6725 \| 0.2584 \| 0.1749 \| 0.7354 \| 0.2826 \| 0.1690 \| 0.7106 \| 0.2731 \| 0.1611 \| 0.6773 \| 0.2603 \| 0.1053 \| 0.3620 \| 0.1631 \| 0.1637 \| 0.5626 \| 0.2536 \| 0.1361 \| 0.4678 \| 0.2108 \| 0.1055 \| 0.3626 \| 0.1634 \| 0.2516 \| 0.9184 \| 0.3949 \| 0.2564 \| 0.9359 \| 0.4025 \| 0.2562 \| 0.9352 \| 0.4022 \| 0.2533 \| 0.9249 \| 0.3977 \| 0.0074 \| 0.3289 \| 0.0144 \| 0.0097 \| 0.4344 \| 0.0191 \| 0.0087 \| 0.3859 \| 0.0169 \| 0.0075 \| 0.3327 \| 0.0146 \| 0.1720 \| 0.5559 \| 0.2627 \| 0.2337 \| 0.7556 \| 0.3570 \| 0.2044 \| 0.6609 \| 0.3123 \| 0.1728 \| 0.5586 \| 0.2639 \| 0.1260 \| 0.4648 \| 0.1983 \| 0.1910 \| 0.7042 \| 0.3004 \| 0.1602 \| 0.5907 \| 0.2520 \| 0.1264 \| 0.4663 \| 0.1989 \| 0.1728 \| 0.8926 \| 0.2895 \| 0.1795 \| 0.9275 \| 0.3008 \| 0.1762 \| 0.9104 \| 0.2953 \| 0.1728 \| 0.8929 \| 0.2896 \|


	### Framework versions

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