Russian NER model fine-tuned on RURED2. https://github.com/denis-gordeev/rured2
rured2-ner-mdeberta-v3-base
This model is a fine-tuned version of microsoft/mdeberta-v3-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.0083
- F1 Micro: 0.2012
- O F1 Micro: 0.1548
- O Recall Micro: 0.9347
- O Precision Micro: 0.0844
- B-profession F1 Micro: 0.7739
- B-profession Recall Micro: 0.9268
- B-profession Precision Micro: 0.6643
- B-work Of Art F1 Micro: 0.7200
- B-work Of Art Recall Micro: 0.6
- B-work Of Art Precision Micro: 0.9
- I-work Of Art F1 Micro: 0.6429
- I-work Of Art Recall Micro: 0.9231
- I-work Of Art Precision Micro: 0.4932
- B-fac F1 Micro: 0.6788
- B-fac Recall Micro: 0.7233
- B-fac Precision Micro: 0.6395
- I-fac F1 Micro: 0.2467
- I-fac Recall Micro: 0.7234
- I-fac Precision Micro: 0.1487
- B-event F1 Micro: 0.5106
- B-event Recall Micro: 0.5155
- B-event Precision Micro: 0.5057
- I-event F1 Micro: 0.1942
- I-event Recall Micro: 0.3471
- I-event Precision Micro: 0.1348
- B-date F1 Micro: 0.5182
- B-date Recall Micro: 0.8632
- B-date Precision Micro: 0.3702
- I-date F1 Micro: 0.6646
- I-date Recall Micro: 0.9664
- I-date Precision Micro: 0.5065
- B-organization F1 Micro: 0.8782
- B-organization Recall Micro: 0.9151
- B-organization Precision Micro: 0.8442
- I-organization F1 Micro: 0.3013
- I-organization Recall Micro: 0.8261
- I-organization Precision Micro: 0.1842
- I-profession F1 Micro: 0.2759
- I-profession Recall Micro: 0.8591
- I-profession Precision Micro: 0.1643
- B-cardinal F1 Micro: 0.6948
- B-cardinal Recall Micro: 0.7133
- B-cardinal Precision Micro: 0.6772
- B-person F1 Micro: 0.9812
- B-person Recall Micro: 0.9801
- B-person Precision Micro: 0.9823
- I-person F1 Micro: 0.3536
- I-person Recall Micro: 0.9892
- I-person Precision Micro: 0.2153
- B-news Source F1 Micro: 0.5559
- B-news Source Recall Micro: 0.8631
- B-news Source Precision Micro: 0.4100
- I-news Source F1 Micro: 0.5040
- I-news Source Recall Micro: 0.8925
- I-news Source Precision Micro: 0.3512
- B-character F1 Micro: 0.0
- B-character Recall Micro: 0.0
- B-character Precision Micro: 0.0
- I-character F1 Micro: 0.0
- I-character Recall Micro: 0.0
- I-character Precision Micro: 0.0
- B-country F1 Micro: 0.6501
- B-country Recall Micro: 0.9806
- B-country Precision Micro: 0.4862
- B-gpe F1 Micro: 0.6337
- B-gpe Recall Micro: 0.9057
- B-gpe Precision Micro: 0.4873
- B-group F1 Micro: 0.6814
- B-group Recall Micro: 0.7643
- B-group Precision Micro: 0.6147
- I-group F1 Micro: 0.1562
- I-group Recall Micro: 0.5714
- I-group Precision Micro: 0.0905
- B-law F1 Micro: 0.4348
- B-law Recall Micro: 0.3571
- B-law Precision Micro: 0.5556
- B-ordinal F1 Micro: 0.5691
- B-ordinal Recall Micro: 0.7292
- B-ordinal Precision Micro: 0.4667
- B-crime F1 Micro: 0.4444
- B-crime Recall Micro: 0.4
- B-crime Precision Micro: 0.5
- I-crime F1 Micro: 0.3406
- I-crime Recall Micro: 0.5185
- I-crime Precision Micro: 0.2536
- B-money F1 Micro: 0.8768
- B-money Recall Micro: 0.9030
- B-money Precision Micro: 0.8521
- I-money F1 Micro: 0.6106
- I-money Recall Micro: 0.9779
- I-money Precision Micro: 0.4439
- B-currency F1 Micro: 0.7112
- B-currency Recall Micro: 0.9925
- B-currency Precision Micro: 0.5542
- B-quantity F1 Micro: 0.7631
- B-quantity Recall Micro: 0.8190
- B-quantity Precision Micro: 0.7143
- I-quantity F1 Micro: 0.4976
- I-quantity Recall Micro: 0.8793
- I-quantity Precision Micro: 0.3469
- B-commodity F1 Micro: 0.7152
- B-commodity Recall Micro: 0.9818
- B-commodity Precision Micro: 0.5625
- B-economic Sector F1 Micro: 0.5890
- B-economic Sector Recall Micro: 0.7385
- B-economic Sector Precision Micro: 0.4898
- I-law F1 Micro: 0.4238
- I-law Recall Micro: 0.6045
- I-law Precision Micro: 0.3262
- B-location F1 Micro: 0.5255
- B-location Recall Micro: 0.5294
- B-location Precision Micro: 0.5217
- I-location F1 Micro: 0.3036
- I-location Recall Micro: 0.6301
- I-location Precision Micro: 0.2
- I-gpe F1 Micro: 0.1905
- I-gpe Recall Micro: 0.6
- I-gpe Precision Micro: 0.1132
- I-economic Sector F1 Micro: 0.2606
- I-economic Sector Recall Micro: 0.7414
- I-economic Sector Precision Micro: 0.1581
- I-country F1 Micro: 0.0472
- I-country Recall Micro: 0.6154
- I-country Precision Micro: 0.0245
- B-percent F1 Micro: 0.8488
- B-percent Recall Micro: 0.8588
- B-percent Precision Micro: 0.8391
- I-percent F1 Micro: 0.6685
- I-percent Recall Micro: 0.9688
- I-percent Precision Micro: 0.5103
- B-weapon F1 Micro: 0.8027
- B-weapon Recall Micro: 0.8429
- B-weapon Precision Micro: 0.7662
- B-region F1 Micro: 0.7962
- B-region Recall Micro: 0.7925
- B-region Precision Micro: 0.8
- I-region F1 Micro: 0.3
- I-region Recall Micro: 0.9194
- I-region Precision Micro: 0.1792
- I-weapon F1 Micro: 0.3708
- I-weapon Recall Micro: 0.9467
- I-weapon Precision Micro: 0.2305
- B-disease F1 Micro: 0.5455
- B-disease Recall Micro: 0.5714
- B-disease Precision Micro: 0.5217
- I-disease F1 Micro: 0.4274
- I-disease Recall Micro: 0.8333
- I-disease Precision Micro: 0.2874
- B-norp F1 Micro: 0.75
- B-norp Recall Micro: 0.9130
- B-norp Precision Micro: 0.6364
- B-time F1 Micro: 0.4037
- B-time Recall Micro: 0.9167
- B-time Precision Micro: 0.2588
- I-time F1 Micro: 0.5638
- I-time Recall Micro: 0.875
- I-time Precision Micro: 0.4158
- B-city F1 Micro: 0.5802
- B-city Recall Micro: 0.8302
- B-city Precision Micro: 0.4459
- I-city F1 Micro: 0.0531
- I-city Recall Micro: 0.2
- I-city Precision Micro: 0.0306
- B-penalty F1 Micro: 0.0
- B-penalty Recall Micro: 0.0
- B-penalty Precision Micro: 0.0
- I-penalty F1 Micro: 0.2198
- I-penalty Recall Micro: 0.1852
- I-penalty Precision Micro: 0.2703
- B-age F1 Micro: 0.8571
- B-age Recall Micro: 0.9
- B-age Precision Micro: 0.8182
- I-age F1 Micro: 0.4
- I-age Recall Micro: 0.7143
- I-age Precision Micro: 0.2778
- B-borough F1 Micro: 0.2308
- B-borough Recall Micro: 0.1579
- B-borough Precision Micro: 0.4286
- I-cardinal F1 Micro: 0.2609
- I-cardinal Recall Micro: 0.4242
- I-cardinal Precision Micro: 0.1883
- B-product F1 Micro: 0.7052
- B-product Recall Micro: 0.8169
- B-product Precision Micro: 0.6203
- I-product F1 Micro: 0.2435
- I-product Recall Micro: 0.6875
- I-product Precision Micro: 0.1480
- B-trade Agreement F1 Micro: 0.6
- B-trade Agreement Recall Micro: 0.75
- B-trade Agreement Precision Micro: 0.5
- I-trade Agreement F1 Micro: 0.0
- I-trade Agreement Recall Micro: 0.0
- I-trade Agreement Precision Micro: 0.0
- B-street F1 Micro: 0.0
- B-street Recall Micro: 0.0
- B-street Precision Micro: 0.0
- I-street F1 Micro: 0.4516
- I-street Recall Micro: 0.875
- I-street Precision Micro: 0.3043
- I-borough F1 Micro: 0.3273
- I-borough Recall Micro: 0.5625
- I-borough Precision Micro: 0.2308
- B-investment Program F1 Micro: 0.0
- B-investment Program Recall Micro: 0.0
- B-investment Program Precision Micro: 0.0
- I-investment Program F1 Micro: 0.0
- I-investment Program Recall Micro: 0.0
- I-investment Program Precision Micro: 0.0
- I-commodity F1 Micro: 0.0
- I-commodity Recall Micro: 0.0
- I-commodity Precision Micro: 0.0
- B-application F1 Micro: 0.0
- B-application Recall Micro: 0.0
- B-application Precision Micro: 0.0
- B-price F1 Micro: 0.0
- B-price Recall Micro: 0.0
- B-price Precision Micro: 0.0
- I-price F1 Micro: 0.0
- I-price Recall Micro: 0.0
- I-price Precision Micro: 0.0
- B-village F1 Micro: 0.6437
- B-village Recall Micro: 0.8485
- B-village Precision Micro: 0.5185
- I-village F1 Micro: 0.2258
- I-village Recall Micro: 0.4667
- I-village Precision Micro: 0.1489
- B-family F1 Micro: 0.3889
- B-family Recall Micro: 0.5
- B-family Precision Micro: 0.3182
- I-ordinal F1 Micro: 0.0
- I-ordinal Recall Micro: 0.0
- I-ordinal Precision Micro: 0.0
- B-vehicle F1 Micro: 0.7111
- B-vehicle Recall Micro: 0.6154
- B-vehicle Precision Micro: 0.8421
- I-vehicle F1 Micro: 0.2745
- I-vehicle Recall Micro: 0.35
- I-vehicle Precision Micro: 0.2258
- I-application F1 Micro: 0.0
- I-application Recall Micro: 0.0
- I-application Precision Micro: 0.0
- B-award F1 Micro: 0.0
- B-award Recall Micro: 0.0
- B-award Precision Micro: 0.0
- I-award F1 Micro: 0.5143
- I-award Recall Micro: 0.4737
- I-award Precision Micro: 0.5625
- B-religion F1 Micro: 0.0
- B-religion Recall Micro: 0.0
- B-religion Precision Micro: 0.0
- I-family F1 Micro: 0.0
- I-family Recall Micro: 0.0
- I-family Precision Micro: 0.0
- I-currency F1 Micro: 0.0
- I-currency Recall Micro: 0.0
- I-currency Precision Micro: 0.0
- B-language F1 Micro: 0.0
- B-language Recall Micro: 0.0
- B-language Precision Micro: 0.0
- B-nationality F1 Micro: 0.0
- B-nationality Recall Micro: 0.0
- B-nationality Precision Micro: 0.0
- B-house F1 Micro: 0.0
- B-house Recall Micro: 0.0
- B-house Precision Micro: 0.0
- I-house F1 Micro: 0.0
- I-house Recall Micro: 0.0
- I-house Precision Micro: 0.0
- I-language F1 Micro: 0.0
- I-language Recall Micro: 0.0
- I-language Precision Micro: 0.0
- I-norp F1 Micro: 0.0
- I-norp Recall Micro: 0.0
- I-norp Precision Micro: 0.0
- B-website F1 Micro: 0.0
- B-website Recall Micro: 0.0
- B-website Precision Micro: 0.0
- I-website F1 Micro: 0.0
- I-website Recall Micro: 0.0
- I-website Precision Micro: 0.0
- F1 Macro: 0.3705
- Recall Macro: 0.5289
- Precision Macro: 0.3182
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 1e-05
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 12
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | F1 Micro | O F1 Micro | O Recall Micro | O Precision Micro | B-profession F1 Micro | B-profession Recall Micro | B-profession Precision Micro | B-work Of Art F1 Micro | B-work Of Art Recall Micro | B-work Of Art Precision Micro | I-work Of Art F1 Micro | I-work Of Art Recall Micro | I-work Of Art Precision Micro | B-fac F1 Micro | B-fac Recall Micro | B-fac Precision Micro | I-fac F1 Micro | I-fac Recall Micro | I-fac Precision Micro | B-event F1 Micro | B-event Recall Micro | B-event Precision Micro | I-event F1 Micro | I-event Recall Micro | I-event Precision Micro | B-date F1 Micro | B-date Recall Micro | B-date Precision Micro | I-date F1 Micro | I-date Recall Micro | I-date Precision Micro | B-organization F1 Micro | B-organization Recall Micro | B-organization Precision Micro | I-organization F1 Micro | I-organization Recall Micro | I-organization Precision Micro | I-profession F1 Micro | I-profession Recall Micro | I-profession Precision Micro | B-cardinal F1 Micro | B-cardinal Recall Micro | B-cardinal Precision Micro | B-person F1 Micro | B-person Recall Micro | B-person Precision Micro | I-person F1 Micro | I-person Recall Micro | I-person Precision Micro | B-news Source F1 Micro | B-news Source Recall Micro | B-news Source Precision Micro | I-news Source F1 Micro | I-news Source Recall Micro | I-news Source Precision Micro | B-character F1 Micro | B-character Recall Micro | B-character Precision Micro | I-character F1 Micro | I-character Recall Micro | I-character Precision Micro | B-country F1 Micro | B-country Recall Micro | B-country Precision Micro | B-gpe F1 Micro | B-gpe Recall Micro | B-gpe Precision Micro | B-group F1 Micro | B-group Recall Micro | B-group Precision Micro | I-group F1 Micro | I-group Recall Micro | I-group Precision Micro | B-law F1 Micro | B-law Recall Micro | B-law Precision Micro | B-ordinal F1 Micro | B-ordinal Recall Micro | B-ordinal Precision Micro | B-crime F1 Micro | B-crime Recall Micro | B-crime Precision Micro | I-crime F1 Micro | I-crime Recall Micro | I-crime Precision Micro | B-money F1 Micro | B-money Recall Micro | B-money Precision Micro | I-money F1 Micro | I-money Recall Micro | I-money Precision Micro | B-currency F1 Micro | B-currency Recall Micro | B-currency Precision Micro | B-quantity F1 Micro | B-quantity Recall Micro | B-quantity Precision Micro | I-quantity F1 Micro | I-quantity Recall Micro | I-quantity Precision Micro | B-commodity F1 Micro | B-commodity Recall Micro | B-commodity Precision Micro | B-economic Sector F1 Micro | B-economic Sector Recall Micro | B-economic Sector Precision Micro | I-law F1 Micro | I-law Recall Micro | I-law Precision Micro | B-location F1 Micro | B-location Recall Micro | B-location Precision Micro | I-location F1 Micro | I-location Recall Micro | I-location Precision Micro | I-gpe F1 Micro | I-gpe Recall Micro | I-gpe Precision Micro | I-economic Sector F1 Micro | I-economic Sector Recall Micro | I-economic Sector Precision Micro | I-country F1 Micro | I-country Recall Micro | I-country Precision Micro | B-percent F1 Micro | B-percent Recall Micro | B-percent Precision Micro | I-percent F1 Micro | I-percent Recall Micro | I-percent Precision Micro | B-weapon F1 Micro | B-weapon Recall Micro | B-weapon Precision Micro | B-region F1 Micro | B-region Recall Micro | B-region Precision Micro | I-region F1 Micro | I-region Recall Micro | I-region Precision Micro | I-weapon F1 Micro | I-weapon Recall Micro | I-weapon Precision Micro | B-disease F1 Micro | B-disease Recall Micro | B-disease Precision Micro | I-disease F1 Micro | I-disease Recall Micro | I-disease Precision Micro | B-norp F1 Micro | B-norp Recall Micro | B-norp Precision Micro | B-time F1 Micro | B-time Recall Micro | B-time Precision Micro | I-time F1 Micro | I-time Recall Micro | I-time Precision Micro | B-city F1 Micro | B-city Recall Micro | B-city Precision Micro | I-city F1 Micro | I-city Recall Micro | I-city Precision Micro | B-penalty F1 Micro | B-penalty Recall Micro | B-penalty Precision Micro | I-penalty F1 Micro | I-penalty Recall Micro | I-penalty Precision Micro | B-age F1 Micro | B-age Recall Micro | B-age Precision Micro | I-age F1 Micro | I-age Recall Micro | I-age Precision Micro | B-borough F1 Micro | B-borough Recall Micro | B-borough Precision Micro | I-cardinal F1 Micro | I-cardinal Recall Micro | I-cardinal Precision Micro | B-product F1 Micro | B-product Recall Micro | B-product Precision Micro | I-product F1 Micro | I-product Recall Micro | I-product Precision Micro | B-trade Agreement F1 Micro | B-trade Agreement Recall Micro | B-trade Agreement Precision Micro | I-trade Agreement F1 Micro | I-trade Agreement Recall Micro | I-trade Agreement Precision Micro | B-street F1 Micro | B-street Recall Micro | B-street Precision Micro | I-street F1 Micro | I-street Recall Micro | I-street Precision Micro | I-borough F1 Micro | I-borough Recall Micro | I-borough Precision Micro | B-investment Program F1 Micro | B-investment Program Recall Micro | B-investment Program Precision Micro | I-investment Program F1 Micro | I-investment Program Recall Micro | I-investment Program Precision Micro | I-commodity F1 Micro | I-commodity Recall Micro | I-commodity Precision Micro | B-application F1 Micro | B-application Recall Micro | B-application Precision Micro | B-price F1 Micro | B-price Recall Micro | B-price Precision Micro | I-price F1 Micro | I-price Recall Micro | I-price Precision Micro | B-village F1 Micro | B-village Recall Micro | B-village Precision Micro | I-village F1 Micro | I-village Recall Micro | I-village Precision Micro | B-family F1 Micro | B-family Recall Micro | B-family Precision Micro | I-ordinal F1 Micro | I-ordinal Recall Micro | I-ordinal Precision Micro | B-vehicle F1 Micro | B-vehicle Recall Micro | B-vehicle Precision Micro | I-vehicle F1 Micro | I-vehicle Recall Micro | I-vehicle Precision Micro | I-application F1 Micro | I-application Recall Micro | I-application Precision Micro | B-award F1 Micro | B-award Recall Micro | B-award Precision Micro | I-award F1 Micro | I-award Recall Micro | I-award Precision Micro | B-religion F1 Micro | B-religion Recall Micro | B-religion Precision Micro | I-family F1 Micro | I-family Recall Micro | I-family Precision Micro | I-currency F1 Micro | I-currency Recall Micro | I-currency Precision Micro | B-language F1 Micro | B-language Recall Micro | B-language Precision Micro | B-nationality F1 Micro | B-nationality Recall Micro | B-nationality Precision Micro | B-house F1 Micro | B-house Recall Micro | B-house Precision Micro | I-house F1 Micro | I-house Recall Micro | I-house Precision Micro | I-language F1 Micro | I-language Recall Micro | I-language Precision Micro | I-norp F1 Micro | I-norp Recall Micro | I-norp Precision Micro | B-website F1 Micro | B-website Recall Micro | B-website Precision Micro | I-website F1 Micro | I-website Recall Micro | I-website Precision Micro | F1 Macro | Recall Macro | Precision Macro |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0.0216 | 1.0 | 3014 | 0.0181 | 0.0148 | 0.1500 | 0.9053 | 0.0818 | 0.5598 | 0.5195 | 0.6068 | 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 | 0.6053 | 0.4875 | 0.7981 | 0.0094 | 0.9496 | 0.0047 | 0.7719 | 0.7640 | 0.78 | 0.2908 | 0.4972 | 0.2055 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9448 | 0.9469 | 0.9427 | 0.4403 | 0.5484 | 0.3678 | 0.6159 | 0.5933 | 0.6403 | 0.4455 | 0.8888 | 0.2973 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5811 | 0.9716 | 0.4146 | 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 | 0.0029 | 0.9373 | 0.0014 | 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 | 0.0 | 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 | 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 | 0.0 | 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 | 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 | 0.0 | 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 | 0.0573 | 0.0881 | 0.0550 |
| 0.0127 | 2.0 | 6028 | 0.0108 | 0.0699 | 0.1552 | 0.9413 | 0.0846 | 0.8462 | 0.9122 | 0.7890 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6220 | 0.5631 | 0.6946 | 0.2466 | 0.5177 | 0.1619 | 0.4056 | 0.2829 | 0.7157 | 0.1536 | 0.1183 | 0.2190 | 0.5825 | 0.8709 | 0.4376 | 0.6548 | 0.9642 | 0.4957 | 0.8664 | 0.8834 | 0.8501 | 0.2963 | 0.7769 | 0.1831 | 0.3222 | 0.7450 | 0.2056 | 0.5833 | 0.5133 | 0.6754 | 0.9822 | 0.9779 | 0.9866 | 0.3569 | 0.9857 | 0.2179 | 0.4424 | 0.7698 | 0.3104 | 0.4945 | 0.7980 | 0.3582 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6040 | 0.9832 | 0.4359 | 0.6860 | 0.6698 | 0.7030 | 0.0021 | 0.7110 | 0.0011 | 0.0141 | 0.0075 | 0.1111 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8353 | 0.7761 | 0.9043 | 0.6068 | 0.9483 | 0.4462 | 0.6873 | 0.9104 | 0.5520 | 0.0 | 0.0 | 0.0 | 0.4677 | 0.7069 | 0.3494 | 0.0011 | 0.9182 | 0.0006 | 0.0 | 0.0 | 0.0 | 0.0957 | 0.0508 | 0.8182 | 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 | 0.8025 | 0.7647 | 0.8442 | 0.6966 | 0.9688 | 0.5439 | 0.1579 | 0.0857 | 1.0 | 0.7368 | 0.6604 | 0.8333 | 0.4767 | 0.7419 | 0.3511 | 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 | 0.0364 | 0.0208 | 0.1429 | 0.4819 | 0.7107 | 0.3645 | 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 | 0.4834 | 0.3592 | 0.7391 | 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 | 0.0 | 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 | 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 | 0.1710 | 0.2356 | 0.1787 |
| 0.0097 | 3.0 | 9042 | 0.0094 | 0.1945 | 0.1524 | 0.9169 | 0.0831 | 0.7831 | 0.9512 | 0.6655 | 0.0 | 0.0 | 0.0 | 0.05 | 0.0256 | 1.0 | 0.6526 | 0.6748 | 0.6318 | 0.2481 | 0.7021 | 0.1507 | 0.4570 | 0.4225 | 0.4977 | 0.1608 | 0.2722 | 0.1141 | 0.3772 | 0.8671 | 0.2410 | 0.6633 | 0.9597 | 0.5068 | 0.8813 | 0.9104 | 0.8539 | 0.2975 | 0.8223 | 0.1816 | 0.2671 | 0.8389 | 0.1588 | 0.7048 | 0.78 | 0.6429 | 0.9801 | 0.9801 | 0.9801 | 0.3548 | 0.9857 | 0.2164 | 0.3554 | 0.8214 | 0.2267 | 0.4975 | 0.8913 | 0.3451 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6133 | 0.9793 | 0.4464 | 0.6033 | 0.8679 | 0.4623 | 0.6547 | 0.6920 | 0.6212 | 0.1392 | 0.2857 | 0.0920 | 0.0 | 0.0 | 0.0 | 0.6905 | 0.6042 | 0.8056 | 0.0 | 0.0 | 0.0 | 0.235 | 0.3481 | 0.1774 | 0.8561 | 0.8881 | 0.8264 | 0.6005 | 0.9705 | 0.4347 | 0.7018 | 0.9925 | 0.5429 | 0.6698 | 0.6121 | 0.7396 | 0.4704 | 0.8678 | 0.3226 | 0.6997 | 0.9636 | 0.5492 | 0.1622 | 0.0923 | 0.6667 | 0.3448 | 0.3107 | 0.3873 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.1748 | 0.1552 | 0.2 | 0.0 | 0.0 | 0.0 | 0.8024 | 0.7882 | 0.8171 | 0.6738 | 0.9844 | 0.5122 | 0.7087 | 0.6429 | 0.7895 | 0.7137 | 0.7642 | 0.6694 | 0.3383 | 0.9194 | 0.2073 | 0.4627 | 0.7867 | 0.3278 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.4889 | 0.6875 | 0.3793 | 0.4928 | 0.7547 | 0.3659 | 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 | 0.2283 | 0.2929 | 0.1871 | 0.6940 | 0.7746 | 0.6286 | 0.2451 | 0.5208 | 0.1603 | 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 | 0.0 | 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 | 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 | 0.2304 | 0.3201 | 0.2145 |
| 0.0081 | 4.0 | 12056 | 0.0086 | 0.1983 | 0.1555 | 0.9406 | 0.0848 | 0.7274 | 0.9244 | 0.5997 | 0.0 | 0.0 | 0.0 | 0.6279 | 0.6923 | 0.5745 | 0.6954 | 0.7039 | 0.6872 | 0.2656 | 0.6950 | 0.1642 | 0.4978 | 0.4419 | 0.57 | 0.1519 | 0.1992 | 0.1227 | 0.3672 | 0.8709 | 0.2326 | 0.6585 | 0.9642 | 0.5 | 0.8515 | 0.9226 | 0.7906 | 0.2973 | 0.8450 | 0.1804 | 0.2792 | 0.8591 | 0.1667 | 0.6914 | 0.7467 | 0.6437 | 0.9823 | 0.9823 | 0.9823 | 0.3564 | 0.9857 | 0.2176 | 0.3370 | 0.8611 | 0.2095 | 0.4950 | 0.9166 | 0.3390 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6171 | 0.9871 | 0.4489 | 0.5185 | 0.9245 | 0.3603 | 0.6678 | 0.7262 | 0.6181 | 0.1400 | 0.3383 | 0.0882 | 0.0 | 0.0 | 0.0 | 0.6604 | 0.7292 | 0.6034 | 0.0 | 0.0 | 0.0 | 0.2657 | 0.3926 | 0.2008 | 0.8621 | 0.9328 | 0.8013 | 0.6099 | 0.9779 | 0.4431 | 0.7018 | 0.9925 | 0.5429 | 0.7345 | 0.7155 | 0.7545 | 0.4947 | 0.8046 | 0.3571 | 0.6881 | 0.9727 | 0.5323 | 0.5419 | 0.6462 | 0.4667 | 0.3923 | 0.4633 | 0.3402 | 0.0 | 0.0 | 0.0 | 0.3057 | 0.3288 | 0.2857 | 0.0 | 0.0 | 0.0 | 0.2437 | 0.4138 | 0.1727 | 0.0 | 0.0 | 0.0 | 0.8256 | 0.8353 | 0.8161 | 0.6545 | 0.9766 | 0.4921 | 0.7838 | 0.8286 | 0.7436 | 0.7373 | 0.7547 | 0.7207 | 0.3459 | 0.8871 | 0.2148 | 0.375 | 0.92 | 0.2355 | 0.0 | 0.0 | 0.0 | 0.0625 | 0.0333 | 0.5 | 0.8696 | 0.8696 | 0.8696 | 0.6122 | 0.625 | 0.6 | 0.4928 | 0.7083 | 0.3778 | 0.4711 | 0.7170 | 0.3508 | 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 | 0.2338 | 0.3838 | 0.1681 | 0.7000 | 0.7887 | 0.6292 | 0.25 | 0.5938 | 0.1583 | 0.0769 | 0.0417 | 0.5 | 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 | 0.4928 | 0.5152 | 0.4722 | 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 | 0.0 | 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 | 0.2686 | 0.3743 | 0.2375 |
| 0.0073 | 5.0 | 15070 | 0.0082 | 0.1998 | 0.1546 | 0.9340 | 0.0843 | 0.8846 | 0.9439 | 0.8323 | 0.0 | 0.0 | 0.0 | 0.6000 | 0.6923 | 0.5294 | 0.6854 | 0.7087 | 0.6636 | 0.2572 | 0.6950 | 0.1578 | 0.5011 | 0.4574 | 0.5540 | 0.1780 | 0.2229 | 0.1481 | 0.5076 | 0.8728 | 0.3578 | 0.6633 | 0.9630 | 0.5059 | 0.8770 | 0.9114 | 0.8452 | 0.3028 | 0.8412 | 0.1846 | 0.2705 | 0.8523 | 0.1608 | 0.6914 | 0.7467 | 0.6437 | 0.9737 | 0.9823 | 0.9652 | 0.3503 | 0.9857 | 0.2130 | 0.5243 | 0.8552 | 0.3781 | 0.5052 | 0.8715 | 0.3557 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6192 | 0.9832 | 0.4519 | 0.5766 | 0.9057 | 0.4229 | 0.6209 | 0.7909 | 0.5111 | 0.1616 | 0.5789 | 0.0939 | 0.0 | 0.0 | 0.0 | 0.6078 | 0.6458 | 0.5741 | 0.25 | 0.1556 | 0.6364 | 0.2813 | 0.3407 | 0.2396 | 0.8581 | 0.9254 | 0.8 | 0.6059 | 0.9815 | 0.4382 | 0.7000 | 0.9925 | 0.5407 | 0.7342 | 0.75 | 0.7190 | 0.4958 | 0.8506 | 0.3499 | 0.6908 | 0.9545 | 0.5412 | 0.5775 | 0.6308 | 0.5325 | 0.4099 | 0.5593 | 0.3235 | 0.4038 | 0.3088 | 0.5833 | 0.2929 | 0.5616 | 0.1981 | 0.1429 | 0.1 | 0.25 | 0.2573 | 0.5345 | 0.1694 | 0.3077 | 0.4615 | 0.2308 | 0.8402 | 0.8353 | 0.8452 | 0.6986 | 0.9688 | 0.5463 | 0.7703 | 0.8143 | 0.7308 | 0.7671 | 0.7925 | 0.7434 | 0.3209 | 0.9032 | 0.1951 | 0.3784 | 0.9333 | 0.2373 | 0.24 | 0.1429 | 0.75 | 0.4138 | 0.6 | 0.3158 | 0.8235 | 0.9130 | 0.75 | 0.7556 | 0.7083 | 0.8095 | 0.5271 | 0.7083 | 0.4198 | 0.5153 | 0.7925 | 0.3818 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5714 | 0.4 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.2771 | 0.3232 | 0.2424 | 0.7319 | 0.8169 | 0.6629 | 0.2273 | 0.5208 | 0.1453 | 0.5500 | 0.4583 | 0.6875 | 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 | 0.5618 | 0.7576 | 0.4464 | 0.0 | 0.0 | 0.0 | 0.3529 | 0.2143 | 1.0 | 0.0 | 0.0 | 0.0 | 0.25 | 0.1538 | 0.6667 | 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 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.3146 | 0.4171 | 0.3008 |
| 0.0066 | 6.0 | 18084 | 0.0081 | 0.2002 | 0.1552 | 0.9379 | 0.0846 | 0.7549 | 0.9317 | 0.6346 | 0.0 | 0.0 | 0.0 | 0.6604 | 0.8974 | 0.5224 | 0.6829 | 0.7476 | 0.6286 | 0.2497 | 0.7376 | 0.1503 | 0.4990 | 0.4845 | 0.5144 | 0.1769 | 0.2840 | 0.1285 | 0.4666 | 0.8748 | 0.3181 | 0.6644 | 0.9686 | 0.5056 | 0.8738 | 0.9170 | 0.8345 | 0.2985 | 0.8374 | 0.1816 | 0.2693 | 0.8322 | 0.1606 | 0.6903 | 0.7133 | 0.6687 | 0.9823 | 0.9801 | 0.9844 | 0.3573 | 0.9892 | 0.2180 | 0.4662 | 0.8353 | 0.3233 | 0.4943 | 0.9197 | 0.3379 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6243 | 0.9832 | 0.4573 | 0.6209 | 0.8962 | 0.475 | 0.6807 | 0.7376 | 0.6319 | 0.1290 | 0.3910 | 0.0773 | 0.1333 | 0.0714 | 1.0 | 0.6296 | 0.7083 | 0.5667 | 0.3548 | 0.2444 | 0.6471 | 0.2818 | 0.3037 | 0.2628 | 0.8521 | 0.9030 | 0.8067 | 0.6129 | 0.9668 | 0.4486 | 0.7037 | 0.9925 | 0.5451 | 0.75 | 0.8276 | 0.6857 | 0.4805 | 0.8851 | 0.3298 | 0.7067 | 0.9636 | 0.5579 | 0.5750 | 0.7077 | 0.4842 | 0.4254 | 0.6045 | 0.3282 | 0.4737 | 0.3971 | 0.5870 | 0.3116 | 0.5890 | 0.2118 | 0.2564 | 0.5 | 0.1724 | 0.2756 | 0.6034 | 0.1786 | 0.2090 | 0.5385 | 0.1296 | 0.8421 | 0.8471 | 0.8372 | 0.6375 | 0.9688 | 0.4751 | 0.7673 | 0.8714 | 0.6854 | 0.7943 | 0.7830 | 0.8058 | 0.3073 | 0.9194 | 0.1845 | 0.3581 | 0.9333 | 0.2215 | 0.2963 | 0.1905 | 0.6667 | 0.3778 | 0.5667 | 0.2833 | 0.8571 | 0.9130 | 0.8077 | 0.2787 | 0.7083 | 0.1735 | 0.4658 | 0.7083 | 0.3469 | 0.5010 | 0.8239 | 0.3599 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.7368 | 0.7 | 0.7778 | 0.6250 | 0.7143 | 0.5556 | 0.0 | 0.0 | 0.0 | 0.1827 | 0.3737 | 0.1209 | 0.6880 | 0.8310 | 0.5871 | 0.2375 | 0.6458 | 0.1455 | 0.4889 | 0.4583 | 0.5238 | 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 | 0.5045 | 0.8485 | 0.3590 | 0.0 | 0.0 | 0.0 | 0.4545 | 0.3571 | 0.625 | 0.0 | 0.0 | 0.0 | 0.5581 | 0.4615 | 0.7059 | 0.1600 | 0.1 | 0.4 | 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 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.3238 | 0.4510 | 0.2972 |
| 0.0055 | 7.0 | 21098 | 0.0081 | 0.2005 | 0.1546 | 0.9337 | 0.0843 | 0.8097 | 0.9341 | 0.7146 | 0.125 | 0.0667 | 1.0 | 0.6606 | 0.9231 | 0.5143 | 0.6851 | 0.7233 | 0.6507 | 0.2516 | 0.7092 | 0.1529 | 0.5021 | 0.4690 | 0.5402 | 0.1864 | 0.3037 | 0.1345 | 0.5560 | 0.8748 | 0.4075 | 0.6667 | 0.9563 | 0.5117 | 0.8751 | 0.9216 | 0.8331 | 0.2931 | 0.8526 | 0.1770 | 0.2707 | 0.8322 | 0.1617 | 0.6774 | 0.7 | 0.6562 | 0.9834 | 0.9801 | 0.9866 | 0.3580 | 0.9892 | 0.2185 | 0.5121 | 0.8393 | 0.3685 | 0.5118 | 0.8332 | 0.3693 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6301 | 0.9806 | 0.4642 | 0.6242 | 0.9245 | 0.4712 | 0.7 | 0.7452 | 0.6599 | 0.1576 | 0.4586 | 0.0952 | 0.4651 | 0.3571 | 0.6667 | 0.6034 | 0.7292 | 0.5147 | 0.5128 | 0.4444 | 0.6061 | 0.3070 | 0.5037 | 0.2208 | 0.8601 | 0.9179 | 0.8092 | 0.608 | 0.9815 | 0.4404 | 0.7112 | 0.9925 | 0.5542 | 0.7376 | 0.8362 | 0.6599 | 0.4648 | 0.8908 | 0.3144 | 0.6971 | 0.9727 | 0.5431 | 0.5590 | 0.6923 | 0.4688 | 0.4260 | 0.6102 | 0.3273 | 0.5286 | 0.5441 | 0.5139 | 0.2987 | 0.6301 | 0.1957 | 0.2692 | 0.7 | 0.1667 | 0.2632 | 0.6034 | 0.1683 | 0.1261 | 0.5385 | 0.0714 | 0.8256 | 0.8353 | 0.8161 | 0.6649 | 0.9766 | 0.5040 | 0.7891 | 0.8286 | 0.7532 | 0.7773 | 0.7736 | 0.7810 | 0.3198 | 0.8871 | 0.1950 | 0.3665 | 0.9333 | 0.2280 | 0.4167 | 0.4762 | 0.3704 | 0.3969 | 0.8667 | 0.2574 | 0.8077 | 0.9130 | 0.7241 | 0.3429 | 0.75 | 0.2222 | 0.5101 | 0.7917 | 0.3762 | 0.5250 | 0.7925 | 0.3925 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.3063 | 0.3148 | 0.2982 | 0.7273 | 0.8 | 0.6667 | 0.5556 | 0.7143 | 0.4545 | 0.1 | 0.0526 | 1.0 | 0.2025 | 0.2424 | 0.1739 | 0.7117 | 0.8169 | 0.6304 | 0.2538 | 0.6979 | 0.1551 | 0.6 | 0.75 | 0.5 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.4375 | 0.4375 | 0.4375 | 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 | 0.6420 | 0.7879 | 0.5417 | 0.0 | 0.0 | 0.0 | 0.4286 | 0.4286 | 0.4286 | 0.0 | 0.0 | 0.0 | 0.4737 | 0.3462 | 0.75 | 0.1667 | 0.1 | 0.5 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5333 | 0.4211 | 0.7273 | 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 | 0.0 | 0.3517 | 0.4858 | 0.3284 |
| 0.0053 | 8.0 | 24112 | 0.0082 | 0.1999 | 0.1534 | 0.9236 | 0.0836 | 0.7928 | 0.9195 | 0.6969 | 0.5 | 0.3333 | 1.0 | 0.6372 | 0.9231 | 0.4865 | 0.6901 | 0.7136 | 0.6682 | 0.2475 | 0.7163 | 0.1496 | 0.4940 | 0.4767 | 0.5125 | 0.1911 | 0.3136 | 0.1374 | 0.5150 | 0.8748 | 0.3650 | 0.6634 | 0.9731 | 0.5032 | 0.8826 | 0.9188 | 0.8491 | 0.2999 | 0.8393 | 0.1826 | 0.2838 | 0.8591 | 0.1700 | 0.6794 | 0.7133 | 0.6485 | 0.9812 | 0.9801 | 0.9823 | 0.3538 | 0.9892 | 0.2155 | 0.5168 | 0.8373 | 0.3738 | 0.5108 | 0.8826 | 0.3594 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6386 | 0.9793 | 0.4738 | 0.6667 | 0.9151 | 0.5243 | 0.6822 | 0.7795 | 0.6065 | 0.1606 | 0.6165 | 0.0923 | 0.4651 | 0.3571 | 0.6667 | 0.5833 | 0.7292 | 0.4861 | 0.5128 | 0.4444 | 0.6061 | 0.3333 | 0.5926 | 0.2319 | 0.8592 | 0.9104 | 0.8133 | 0.6054 | 0.9852 | 0.4370 | 0.7112 | 0.9925 | 0.5542 | 0.7623 | 0.8017 | 0.7266 | 0.4849 | 0.8793 | 0.3348 | 0.6977 | 0.9545 | 0.5497 | 0.5823 | 0.7077 | 0.4946 | 0.4007 | 0.6384 | 0.2920 | 0.4892 | 0.5 | 0.4789 | 0.2939 | 0.6301 | 0.1917 | 0.2222 | 0.7 | 0.1321 | 0.2485 | 0.7241 | 0.15 | 0.0547 | 0.5385 | 0.0288 | 0.8439 | 0.8588 | 0.8295 | 0.6544 | 0.9688 | 0.4940 | 0.7891 | 0.8286 | 0.7532 | 0.8037 | 0.8113 | 0.7963 | 0.3115 | 0.9194 | 0.1875 | 0.3646 | 0.96 | 0.225 | 0.4444 | 0.3810 | 0.5333 | 0.4286 | 0.8 | 0.2927 | 0.7925 | 0.9130 | 0.7 | 0.3960 | 0.8333 | 0.2597 | 0.5205 | 0.7917 | 0.3878 | 0.5314 | 0.7987 | 0.3981 | 0.1143 | 0.1333 | 0.1 | 0.0 | 0.0 | 0.0 | 0.1463 | 0.1111 | 0.2143 | 0.9 | 0.9 | 0.9 | 0.6667 | 0.7143 | 0.625 | 0.2727 | 0.1579 | 1.0 | 0.1782 | 0.4040 | 0.1143 | 0.6934 | 0.8521 | 0.5845 | 0.2450 | 0.7604 | 0.146 | 0.5846 | 0.7917 | 0.4634 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.2857 | 0.25 | 0.3333 | 0.3182 | 0.4375 | 0.25 | 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 | 0.675 | 0.8182 | 0.5745 | 0.2353 | 0.1333 | 1.0 | 0.4516 | 0.5 | 0.4118 | 0.0 | 0.0 | 0.0 | 0.6818 | 0.5769 | 0.8333 | 0.2439 | 0.25 | 0.2381 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5 | 0.4737 | 0.5294 | 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 | 0.0 | 0.3670 | 0.5084 | 0.3407 |
| 0.0049 | 9.0 | 27126 | 0.0084 | 0.2007 | 0.1540 | 0.9290 | 0.0840 | 0.7835 | 0.9268 | 0.6786 | 0.5 | 0.3333 | 1.0 | 0.6792 | 0.9231 | 0.5373 | 0.6993 | 0.7282 | 0.6726 | 0.2506 | 0.7376 | 0.1509 | 0.5072 | 0.4767 | 0.5419 | 0.1962 | 0.3116 | 0.1431 | 0.5277 | 0.8709 | 0.3786 | 0.6687 | 0.9731 | 0.5094 | 0.8822 | 0.9114 | 0.8548 | 0.2979 | 0.8223 | 0.1819 | 0.2781 | 0.8725 | 0.1654 | 0.6916 | 0.74 | 0.6491 | 0.9791 | 0.9823 | 0.9758 | 0.3527 | 0.9892 | 0.2146 | 0.5203 | 0.8651 | 0.3720 | 0.4851 | 0.9259 | 0.3287 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6408 | 0.9819 | 0.4756 | 0.6397 | 0.8962 | 0.4974 | 0.6777 | 0.7757 | 0.6018 | 0.1587 | 0.6391 | 0.0906 | 0.4286 | 0.3214 | 0.6429 | 0.6087 | 0.7292 | 0.5224 | 0.5185 | 0.4667 | 0.5833 | 0.3408 | 0.5630 | 0.2444 | 0.8417 | 0.8731 | 0.8125 | 0.6020 | 0.9852 | 0.4334 | 0.7074 | 0.9925 | 0.5496 | 0.7398 | 0.7845 | 0.7 | 0.4893 | 0.8563 | 0.3425 | 0.7063 | 0.9727 | 0.5544 | 0.6174 | 0.7077 | 0.5476 | 0.4135 | 0.6215 | 0.3099 | 0.5455 | 0.5294 | 0.5625 | 0.3067 | 0.6301 | 0.2026 | 0.1905 | 0.6 | 0.1132 | 0.2676 | 0.6897 | 0.1660 | 0.0881 | 0.5385 | 0.0479 | 0.8353 | 0.8353 | 0.8353 | 0.6578 | 0.9688 | 0.4980 | 0.7974 | 0.8714 | 0.7349 | 0.7928 | 0.8302 | 0.7586 | 0.2872 | 0.9194 | 0.1701 | 0.3577 | 0.9467 | 0.2205 | 0.4878 | 0.4762 | 0.5 | 0.4262 | 0.8667 | 0.2826 | 0.6885 | 0.9130 | 0.5526 | 0.3478 | 0.8333 | 0.2198 | 0.5241 | 0.7917 | 0.3918 | 0.5304 | 0.8239 | 0.3910 | 0.0563 | 0.1333 | 0.0357 | 0.0 | 0.0 | 0.0 | 0.2526 | 0.2222 | 0.2927 | 0.7826 | 0.9 | 0.6923 | 0.3243 | 0.8571 | 0.2 | 0.2222 | 0.1579 | 0.375 | 0.2252 | 0.4242 | 0.1533 | 0.7087 | 0.8310 | 0.6178 | 0.2533 | 0.7083 | 0.1542 | 0.5806 | 0.75 | 0.4737 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5333 | 1.0 | 0.3636 | 0.2963 | 0.5 | 0.2105 | 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 | 0.5870 | 0.8182 | 0.4576 | 0.2927 | 0.4 | 0.2308 | 0.4242 | 0.5 | 0.3684 | 0.0 | 0.0 | 0.0 | 0.6818 | 0.5769 | 0.8333 | 0.2381 | 0.25 | 0.2273 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5 | 0.4737 | 0.5294 | 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 | 0.0 | 0.3644 | 0.5231 | 0.3166 |
| 0.0047 | 10.0 | 30140 | 0.0084 | 0.2011 | 0.1544 | 0.9315 | 0.0841 | 0.8128 | 0.9317 | 0.7208 | 0.6667 | 0.5333 | 0.8889 | 0.6429 | 0.9231 | 0.4932 | 0.6806 | 0.7136 | 0.6504 | 0.2455 | 0.7234 | 0.1478 | 0.5075 | 0.5233 | 0.4927 | 0.1853 | 0.3511 | 0.1259 | 0.5605 | 0.8651 | 0.4146 | 0.6646 | 0.9720 | 0.5049 | 0.8780 | 0.9198 | 0.8399 | 0.3014 | 0.8374 | 0.1837 | 0.2800 | 0.8523 | 0.1675 | 0.6911 | 0.7533 | 0.6384 | 0.9801 | 0.9823 | 0.9780 | 0.3523 | 0.9892 | 0.2143 | 0.5709 | 0.8790 | 0.4227 | 0.4985 | 0.9024 | 0.3443 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6386 | 0.9806 | 0.4735 | 0.6295 | 0.9057 | 0.4824 | 0.6745 | 0.7681 | 0.6012 | 0.1583 | 0.5564 | 0.0923 | 0.4444 | 0.3571 | 0.5882 | 0.5645 | 0.7292 | 0.4605 | 0.4384 | 0.3556 | 0.5714 | 0.3450 | 0.5111 | 0.2604 | 0.8705 | 0.9030 | 0.8403 | 0.6175 | 0.9742 | 0.4521 | 0.7112 | 0.9925 | 0.5542 | 0.7692 | 0.8190 | 0.7252 | 0.5059 | 0.8621 | 0.3580 | 0.7039 | 0.9727 | 0.5515 | 0.5629 | 0.7231 | 0.4608 | 0.4449 | 0.5932 | 0.3559 | 0.5564 | 0.5441 | 0.5692 | 0.3026 | 0.6301 | 0.1991 | 0.2000 | 0.6 | 0.12 | 0.2588 | 0.7586 | 0.1560 | 0.0528 | 0.5385 | 0.0278 | 0.8488 | 0.8588 | 0.8391 | 0.6813 | 0.9688 | 0.5254 | 0.8054 | 0.8571 | 0.7595 | 0.8019 | 0.8019 | 0.8019 | 0.2977 | 0.9194 | 0.1776 | 0.3708 | 0.9467 | 0.2305 | 0.5714 | 0.5714 | 0.5714 | 0.4370 | 0.8667 | 0.2921 | 0.7000 | 0.9130 | 0.5676 | 0.5057 | 0.9167 | 0.3492 | 0.5655 | 0.8542 | 0.4227 | 0.5659 | 0.8239 | 0.4309 | 0.0408 | 0.1333 | 0.0241 | 0.0 | 0.0 | 0.0 | 0.0845 | 0.0556 | 0.1765 | 0.8571 | 0.9 | 0.8182 | 0.4545 | 0.7143 | 0.3333 | 0.25 | 0.1579 | 0.6 | 0.2537 | 0.4343 | 0.1792 | 0.7125 | 0.8028 | 0.6404 | 0.2443 | 0.6667 | 0.1495 | 0.625 | 0.8333 | 0.5 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.3571 | 0.625 | 0.25 | 0.3077 | 0.5 | 0.2222 | 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 | 0.6047 | 0.7879 | 0.4906 | 0.2609 | 0.4 | 0.1935 | 0.3889 | 0.5 | 0.3182 | 0.0 | 0.0 | 0.0 | 0.7111 | 0.6154 | 0.8421 | 0.2667 | 0.3 | 0.24 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5143 | 0.4737 | 0.5625 | 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 | 0.0 | 0.3701 | 0.5209 | 0.3221 |
| 0.0046 | 11.0 | 33154 | 0.0082 | 0.2016 | 0.1552 | 0.9378 | 0.0846 | 0.7760 | 0.9293 | 0.6661 | 0.7200 | 0.6 | 0.9 | 0.6486 | 0.9231 | 0.5 | 0.6930 | 0.7233 | 0.6652 | 0.2509 | 0.7163 | 0.1521 | 0.5019 | 0.5 | 0.5039 | 0.1975 | 0.3254 | 0.1418 | 0.5216 | 0.8613 | 0.3741 | 0.6656 | 0.9653 | 0.5080 | 0.8801 | 0.9142 | 0.8485 | 0.3007 | 0.8261 | 0.1838 | 0.2767 | 0.8523 | 0.1651 | 0.6993 | 0.7133 | 0.6859 | 0.9790 | 0.9801 | 0.9779 | 0.3532 | 0.9892 | 0.2150 | 0.5350 | 0.8651 | 0.3872 | 0.5038 | 0.8956 | 0.3505 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6532 | 0.9819 | 0.4894 | 0.6275 | 0.9057 | 0.48 | 0.6838 | 0.7605 | 0.6211 | 0.1560 | 0.5564 | 0.0907 | 0.3810 | 0.2857 | 0.5714 | 0.5738 | 0.7292 | 0.4730 | 0.4634 | 0.4222 | 0.5135 | 0.3415 | 0.5185 | 0.2545 | 0.8727 | 0.8955 | 0.8511 | 0.6156 | 0.9779 | 0.4492 | 0.7151 | 0.9925 | 0.5588 | 0.7561 | 0.8017 | 0.7154 | 0.5 | 0.8736 | 0.3502 | 0.7110 | 0.9727 | 0.5602 | 0.6012 | 0.7538 | 0.5 | 0.4337 | 0.5819 | 0.3456 | 0.5344 | 0.5147 | 0.5556 | 0.3072 | 0.6164 | 0.2045 | 0.2034 | 0.6 | 0.1224 | 0.2589 | 0.6897 | 0.1594 | 0.0560 | 0.5385 | 0.0295 | 0.8471 | 0.8471 | 0.8471 | 0.6685 | 0.9688 | 0.5103 | 0.8054 | 0.8571 | 0.7595 | 0.8000 | 0.7925 | 0.8077 | 0.3115 | 0.9194 | 0.1875 | 0.3727 | 0.9467 | 0.2320 | 0.5128 | 0.4762 | 0.5556 | 0.4182 | 0.7667 | 0.2875 | 0.7119 | 0.9130 | 0.5833 | 0.4242 | 0.875 | 0.28 | 0.5541 | 0.8542 | 0.41 | 0.5815 | 0.8302 | 0.4475 | 0.0690 | 0.2 | 0.0417 | 0.0 | 0.0 | 0.0 | 0.1111 | 0.0741 | 0.2222 | 0.8571 | 0.9 | 0.8182 | 0.5 | 0.7143 | 0.3846 | 0.2400 | 0.1579 | 0.5 | 0.2571 | 0.4141 | 0.1864 | 0.7138 | 0.8169 | 0.6339 | 0.2457 | 0.6771 | 0.1501 | 0.5455 | 0.625 | 0.4839 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.4000 | 0.75 | 0.2727 | 0.3077 | 0.5 | 0.2222 | 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 | 0.6429 | 0.8182 | 0.5294 | 0.2400 | 0.4 | 0.1714 | 0.4 | 0.5 | 0.3333 | 0.0 | 0.0 | 0.0 | 0.7111 | 0.6154 | 0.8421 | 0.28 | 0.35 | 0.2333 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5143 | 0.4737 | 0.5625 | 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 | 0.0 | 0.3695 | 0.5172 | 0.3219 |
| 0.0044 | 12.0 | 36168 | 0.0083 | 0.2012 | 0.1548 | 0.9347 | 0.0844 | 0.7739 | 0.9268 | 0.6643 | 0.7200 | 0.6 | 0.9 | 0.6429 | 0.9231 | 0.4932 | 0.6788 | 0.7233 | 0.6395 | 0.2467 | 0.7234 | 0.1487 | 0.5106 | 0.5155 | 0.5057 | 0.1942 | 0.3471 | 0.1348 | 0.5182 | 0.8632 | 0.3702 | 0.6646 | 0.9664 | 0.5065 | 0.8782 | 0.9151 | 0.8442 | 0.3013 | 0.8261 | 0.1842 | 0.2759 | 0.8591 | 0.1643 | 0.6948 | 0.7133 | 0.6772 | 0.9812 | 0.9801 | 0.9823 | 0.3536 | 0.9892 | 0.2153 | 0.5559 | 0.8631 | 0.4100 | 0.5040 | 0.8925 | 0.3512 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6501 | 0.9806 | 0.4862 | 0.6337 | 0.9057 | 0.4873 | 0.6814 | 0.7643 | 0.6147 | 0.1562 | 0.5714 | 0.0905 | 0.4348 | 0.3571 | 0.5556 | 0.5691 | 0.7292 | 0.4667 | 0.4444 | 0.4 | 0.5 | 0.3406 | 0.5185 | 0.2536 | 0.8768 | 0.9030 | 0.8521 | 0.6106 | 0.9779 | 0.4439 | 0.7112 | 0.9925 | 0.5542 | 0.7631 | 0.8190 | 0.7143 | 0.4976 | 0.8793 | 0.3469 | 0.7152 | 0.9818 | 0.5625 | 0.5890 | 0.7385 | 0.4898 | 0.4238 | 0.6045 | 0.3262 | 0.5255 | 0.5294 | 0.5217 | 0.3036 | 0.6301 | 0.2 | 0.1905 | 0.6 | 0.1132 | 0.2606 | 0.7414 | 0.1581 | 0.0472 | 0.6154 | 0.0245 | 0.8488 | 0.8588 | 0.8391 | 0.6685 | 0.9688 | 0.5103 | 0.8027 | 0.8429 | 0.7662 | 0.7962 | 0.7925 | 0.8 | 0.3 | 0.9194 | 0.1792 | 0.3708 | 0.9467 | 0.2305 | 0.5455 | 0.5714 | 0.5217 | 0.4274 | 0.8333 | 0.2874 | 0.75 | 0.9130 | 0.6364 | 0.4037 | 0.9167 | 0.2588 | 0.5638 | 0.875 | 0.4158 | 0.5802 | 0.8302 | 0.4459 | 0.0531 | 0.2 | 0.0306 | 0.0 | 0.0 | 0.0 | 0.2198 | 0.1852 | 0.2703 | 0.8571 | 0.9 | 0.8182 | 0.4 | 0.7143 | 0.2778 | 0.2308 | 0.1579 | 0.4286 | 0.2609 | 0.4242 | 0.1883 | 0.7052 | 0.8169 | 0.6203 | 0.2435 | 0.6875 | 0.1480 | 0.6 | 0.75 | 0.5 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.4516 | 0.875 | 0.3043 | 0.3273 | 0.5625 | 0.2308 | 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 | 0.6437 | 0.8485 | 0.5185 | 0.2258 | 0.4667 | 0.1489 | 0.3889 | 0.5 | 0.3182 | 0.0 | 0.0 | 0.0 | 0.7111 | 0.6154 | 0.8421 | 0.2745 | 0.35 | 0.2258 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5143 | 0.4737 | 0.5625 | 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 | 0.0 | 0.3705 | 0.5289 | 0.3182 |
Framework versions
- Transformers 4.37.0.dev0
- Pytorch 2.0.1
- Datasets 2.14.4
- Tokenizers 0.15.0
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microsoft/mdeberta-v3-base