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cleaned up for submission

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Tinsae
2026-07-10 20:13:13 +02:00
parent 47fbb19761
commit 7eff030e89
38 changed files with 39 additions and 4175 deletions
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reports/WeightFiltration/RESNET34/forget.csv
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@@ -471,202 +471,3 @@ accuracy,macro_precision,macro_recall,macro_f1,weighted_precision,weighted_recal
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472 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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0.0125 1.0000 0.0125 0.0247 1.0000 0.0125 0.0247
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0.1250 1.0000 0.1250 0.2222 1.0000 0.1250 0.2222
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0.0375 1.0000 0.0375 0.0723 1.0000 0.0375 0.0723
0.1750 1.0000 0.1750 0.2979 1.0000 0.1750 0.2979
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0.0875 1.0000 0.0875 0.1609 1.0000 0.0875 0.1609
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199
reports/WeightFiltration/RESNET34/forget_train.csv
View File

@@ -471,202 +471,3 @@ accuracy,macro_precision,macro_recall,macro_f1,weighted_precision,weighted_recal
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0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.2875,1.0000,0.2875,0.4466,1.0000,0.2875,0.4466
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0094,1.0000,0.0094,0.0186,1.0000,0.0094,0.0186
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0094,1.0000,0.0094,0.0186,1.0000,0.0094,0.0186
0.0031,1.0000,0.0031,0.0062,1.0000,0.0031,0.0062
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0063,1.0000,0.0063,0.0124,1.0000,0.0063,0.0124
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0844,1.0000,0.0844,0.1556,1.0000,0.0844,0.1556
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
1 accuracy macro_precision macro_recall macro_f1 weighted_precision weighted_recall weighted_f1
471 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
472 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
473 0.0031 1.0000 0.0031 0.0062 1.0000 0.0031 0.0062
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0031 1.0000 0.0031 0.0062 1.0000 0.0031 0.0062
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0125 1.0000 0.0125 0.0247 1.0000 0.0125 0.0247
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0063 1.0000 0.0063 0.0124 1.0000 0.0063 0.0124
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0094 1.0000 0.0094 0.0186 1.0000 0.0094 0.0186
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.1031 1.0000 0.1031 0.1870 1.0000 0.1031 0.1870
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0187 1.0000 0.0187 0.0368 1.0000 0.0187 0.0368
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0031 1.0000 0.0031 0.0062 1.0000 0.0031 0.0062
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0031 1.0000 0.0031 0.0062 1.0000 0.0031 0.0062
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0375 1.0000 0.0375 0.0723 1.0000 0.0375 0.0723
0.2281 1.0000 0.2281 0.3715 1.0000 0.2281 0.3715
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0094 1.0000 0.0094 0.0186 1.0000 0.0094 0.0186
0.0094 1.0000 0.0094 0.0186 1.0000 0.0094 0.0186
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0063 1.0000 0.0063 0.0124 1.0000 0.0063 0.0124
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0312 1.0000 0.0312 0.0606 1.0000 0.0312 0.0606
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.2594 1.0000 0.2594 0.4119 1.0000 0.2594 0.4119
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.1250 1.0000 0.1250 0.2222 1.0000 0.1250 0.2222
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0781 1.0000 0.0781 0.1449 1.0000 0.0781 0.1449
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0063 1.0000 0.0063 0.0124 1.0000 0.0063 0.0124
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0187 1.0000 0.0187 0.0368 1.0000 0.0187 0.0368
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.1313 1.0000 0.1313 0.2320 1.0000 0.1313 0.2320
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0750 1.0000 0.0750 0.1395 1.0000 0.0750 0.1395
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0031 1.0000 0.0031 0.0062 1.0000 0.0031 0.0062
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0563 1.0000 0.0563 0.1065 1.0000 0.0563 0.1065
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.2062 1.0000 0.2062 0.3420 1.0000 0.2062 0.3420
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0344 1.0000 0.0344 0.0665 1.0000 0.0344 0.0665
0.0469 1.0000 0.0469 0.0896 1.0000 0.0469 0.0896
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0594 1.0000 0.0594 0.1121 1.0000 0.0594 0.1121
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0187 1.0000 0.0187 0.0368 1.0000 0.0187 0.0368
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0094 1.0000 0.0094 0.0186 1.0000 0.0094 0.0186
0.0031 1.0000 0.0031 0.0062 1.0000 0.0031 0.0062
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0094 1.0000 0.0094 0.0186 1.0000 0.0094 0.0186
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0813 1.0000 0.0813 0.1503 1.0000 0.0813 0.1503
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0281 1.0000 0.0281 0.0547 1.0000 0.0281 0.0547
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.1625 1.0000 0.1625 0.2796 1.0000 0.1625 0.2796
0.0094 1.0000 0.0094 0.0186 1.0000 0.0094 0.0186
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0906 1.0000 0.0906 0.1662 1.0000 0.0906 0.1662
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0063 1.0000 0.0063 0.0124 1.0000 0.0063 0.0124
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0406 1.0000 0.0406 0.0781 1.0000 0.0406 0.0781
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0344 1.0000 0.0344 0.0665 1.0000 0.0344 0.0665
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0469 1.0000 0.0469 0.0896 1.0000 0.0469 0.0896
0.0031 1.0000 0.0031 0.0062 1.0000 0.0031 0.0062
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.2875 1.0000 0.2875 0.4466 1.0000 0.2875 0.4466
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0094 1.0000 0.0094 0.0186 1.0000 0.0094 0.0186
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0094 1.0000 0.0094 0.0186 1.0000 0.0094 0.0186
0.0031 1.0000 0.0031 0.0062 1.0000 0.0031 0.0062
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0063 1.0000 0.0063 0.0124 1.0000 0.0063 0.0124
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0844 1.0000 0.0844 0.1556 1.0000 0.0844 0.1556
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000

199
reports/WeightFiltration/RESNET34/retain.csv
View File

@@ -471,202 +471,3 @@ accuracy,macro_precision,macro_recall,macro_f1,weighted_precision,weighted_recal
0.9559,0.9566,0.9559,0.9560,0.9566,0.9559,0.9560
0.9566,0.9574,0.9566,0.9567,0.9574,0.9566,0.9567
0.9559,0.9571,0.9559,0.9561,0.9571,0.9559,0.9561
0.9546,0.9557,0.9546,0.9547,0.9557,0.9546,0.9547
0.9553,0.9563,0.9553,0.9554,0.9563,0.9553,0.9554
0.9507,0.9524,0.9507,0.9510,0.9524,0.9507,0.9510
0.9553,0.9571,0.9553,0.9557,0.9571,0.9553,0.9557
0.9579,0.9590,0.9579,0.9581,0.9590,0.9579,0.9581
0.9566,0.9580,0.9566,0.9568,0.9580,0.9566,0.9568
0.9546,0.9558,0.9546,0.9548,0.9558,0.9546,0.9548
0.9520,0.9531,0.9520,0.9520,0.9531,0.9520,0.9520
0.9572,0.9590,0.9572,0.9575,0.9590,0.9572,0.9575
0.9586,0.9595,0.9586,0.9587,0.9595,0.9586,0.9587
0.9546,0.9566,0.9546,0.9549,0.9566,0.9546,0.9549
0.9553,0.9566,0.9553,0.9555,0.9566,0.9553,0.9555
0.9546,0.9561,0.9546,0.9548,0.9561,0.9546,0.9548
0.9572,0.9580,0.9572,0.9573,0.9580,0.9572,0.9573
0.9553,0.9567,0.9553,0.9554,0.9567,0.9553,0.9554
0.9493,0.9508,0.9493,0.9495,0.9508,0.9493,0.9495
0.9559,0.9572,0.9559,0.9560,0.9572,0.9559,0.9560
0.9546,0.9556,0.9546,0.9547,0.9556,0.9546,0.9547
0.9592,0.9606,0.9592,0.9594,0.9606,0.9592,0.9594
0.9526,0.9540,0.9526,0.9528,0.9540,0.9526,0.9528
0.9572,0.9581,0.9572,0.9573,0.9581,0.9572,0.9573
0.9546,0.9556,0.9546,0.9546,0.9556,0.9546,0.9546
0.9526,0.9537,0.9526,0.9527,0.9537,0.9526,0.9527
0.9539,0.9545,0.9539,0.9540,0.9545,0.9539,0.9540
0.9566,0.9574,0.9566,0.9566,0.9574,0.9566,0.9566
0.9533,0.9542,0.9533,0.9534,0.9542,0.9533,0.9534
0.9539,0.9554,0.9539,0.9541,0.9554,0.9539,0.9541
0.9533,0.9544,0.9533,0.9534,0.9544,0.9533,0.9534
0.9533,0.9541,0.9533,0.9534,0.9541,0.9533,0.9534
0.9520,0.9530,0.9520,0.9521,0.9530,0.9520,0.9521
0.9513,0.9525,0.9513,0.9514,0.9525,0.9513,0.9514
0.9493,0.9509,0.9493,0.9496,0.9509,0.9493,0.9496
0.9487,0.9500,0.9487,0.9487,0.9500,0.9487,0.9487
0.9559,0.9575,0.9559,0.9561,0.9575,0.9559,0.9561
0.9520,0.9531,0.9520,0.9521,0.9531,0.9520,0.9521
0.9526,0.9536,0.9526,0.9527,0.9536,0.9526,0.9527
0.9539,0.9557,0.9539,0.9541,0.9557,0.9539,0.9541
0.9553,0.9559,0.9553,0.9552,0.9559,0.9553,0.9552
0.9520,0.9530,0.9520,0.9520,0.9530,0.9520,0.9520
0.9526,0.9541,0.9526,0.9528,0.9541,0.9526,0.9528
0.9566,0.9575,0.9566,0.9566,0.9575,0.9566,0.9566
0.9526,0.9541,0.9526,0.9528,0.9541,0.9526,0.9528
0.9526,0.9541,0.9526,0.9528,0.9541,0.9526,0.9528
0.9559,0.9569,0.9559,0.9560,0.9569,0.9559,0.9560
0.9546,0.9555,0.9546,0.9546,0.9555,0.9546,0.9546
0.9520,0.9530,0.9520,0.9521,0.9530,0.9520,0.9521
0.9539,0.9545,0.9539,0.9540,0.9545,0.9539,0.9540
0.9566,0.9574,0.9566,0.9566,0.9574,0.9566,0.9566
0.9526,0.9541,0.9526,0.9528,0.9541,0.9526,0.9528
0.9533,0.9542,0.9533,0.9534,0.9542,0.9533,0.9534
0.9533,0.9547,0.9533,0.9535,0.9547,0.9533,0.9535
0.9566,0.9575,0.9566,0.9566,0.9575,0.9566,0.9566
0.9526,0.9540,0.9526,0.9528,0.9540,0.9526,0.9528
0.9546,0.9558,0.9546,0.9547,0.9558,0.9546,0.9547
0.9526,0.9540,0.9526,0.9528,0.9540,0.9526,0.9528
0.9526,0.9540,0.9526,0.9528,0.9540,0.9526,0.9528
0.9520,0.9541,0.9520,0.9524,0.9541,0.9520,0.9524
0.9520,0.9542,0.9520,0.9524,0.9542,0.9520,0.9524
0.9507,0.9515,0.9507,0.9507,0.9515,0.9507,0.9507
0.9533,0.9548,0.9533,0.9535,0.9548,0.9533,0.9535
0.9566,0.9583,0.9566,0.9569,0.9583,0.9566,0.9569
0.9572,0.9588,0.9572,0.9574,0.9588,0.9572,0.9574
0.9533,0.9551,0.9533,0.9536,0.9551,0.9533,0.9536
0.9487,0.9518,0.9487,0.9493,0.9518,0.9487,0.9493
0.9546,0.9559,0.9546,0.9547,0.9559,0.9546,0.9547
0.9520,0.9534,0.9520,0.9522,0.9534,0.9520,0.9522
0.9539,0.9554,0.9539,0.9542,0.9554,0.9539,0.9542
0.9539,0.9559,0.9539,0.9543,0.9559,0.9539,0.9543
0.9500,0.9518,0.9500,0.9503,0.9518,0.9500,0.9503
0.9520,0.9542,0.9520,0.9524,0.9542,0.9520,0.9524
0.9520,0.9541,0.9520,0.9523,0.9541,0.9520,0.9523
0.9520,0.9542,0.9520,0.9524,0.9542,0.9520,0.9524
0.9520,0.9540,0.9520,0.9523,0.9540,0.9520,0.9523
0.9507,0.9515,0.9507,0.9507,0.9515,0.9507,0.9507
0.9526,0.9548,0.9526,0.9530,0.9548,0.9526,0.9530
0.9520,0.9542,0.9520,0.9524,0.9542,0.9520,0.9524
0.9520,0.9528,0.9520,0.9520,0.9528,0.9520,0.9520
0.9539,0.9557,0.9539,0.9542,0.9557,0.9539,0.9542
0.9579,0.9597,0.9579,0.9582,0.9597,0.9579,0.9582
0.9566,0.9582,0.9566,0.9568,0.9582,0.9566,0.9568
0.9533,0.9551,0.9533,0.9536,0.9551,0.9533,0.9536
0.9500,0.9528,0.9500,0.9505,0.9528,0.9500,0.9505
0.9546,0.9558,0.9546,0.9547,0.9558,0.9546,0.9547
0.9520,0.9534,0.9520,0.9522,0.9534,0.9520,0.9522
0.9546,0.9562,0.9546,0.9549,0.9562,0.9546,0.9549
0.9520,0.9543,0.9520,0.9524,0.9543,0.9520,0.9524
0.9520,0.9540,0.9520,0.9523,0.9540,0.9520,0.9523
0.9520,0.9529,0.9520,0.9520,0.9529,0.9520,0.9520
0.9513,0.9536,0.9513,0.9517,0.9536,0.9513,0.9517
0.9520,0.9538,0.9520,0.9523,0.9538,0.9520,0.9523
0.9513,0.9523,0.9513,0.9513,0.9523,0.9513,0.9513
0.9533,0.9550,0.9533,0.9536,0.9550,0.9533,0.9536
0.9586,0.9605,0.9586,0.9589,0.9605,0.9586,0.9589
0.9566,0.9583,0.9566,0.9568,0.9583,0.9566,0.9568
0.9533,0.9551,0.9533,0.9536,0.9551,0.9533,0.9536
0.9500,0.9528,0.9500,0.9505,0.9528,0.9500,0.9505
0.9559,0.9570,0.9559,0.9560,0.9570,0.9559,0.9560
0.9526,0.9541,0.9526,0.9529,0.9541,0.9526,0.9529
0.9533,0.9549,0.9533,0.9535,0.9549,0.9533,0.9535
0.9539,0.9559,0.9539,0.9543,0.9559,0.9539,0.9543
0.9500,0.9518,0.9500,0.9503,0.9518,0.9500,0.9503
0.9533,0.9547,0.9533,0.9535,0.9547,0.9533,0.9535
0.9546,0.9558,0.9546,0.9547,0.9558,0.9546,0.9547
0.9520,0.9539,0.9520,0.9522,0.9539,0.9520,0.9522
0.9480,0.9506,0.9480,0.9485,0.9506,0.9480,0.9485
0.9520,0.9541,0.9520,0.9522,0.9541,0.9520,0.9522
0.9513,0.9526,0.9513,0.9514,0.9526,0.9513,0.9514
0.9533,0.9546,0.9533,0.9535,0.9546,0.9533,0.9535
0.9526,0.9548,0.9526,0.9530,0.9548,0.9526,0.9530
0.9520,0.9542,0.9520,0.9524,0.9542,0.9520,0.9524
0.9513,0.9523,0.9513,0.9514,0.9523,0.9513,0.9514
0.9533,0.9553,0.9533,0.9536,0.9553,0.9533,0.9536
0.9513,0.9536,0.9513,0.9517,0.9536,0.9513,0.9517
0.9520,0.9540,0.9520,0.9523,0.9540,0.9520,0.9523
0.9513,0.9523,0.9513,0.9513,0.9523,0.9513,0.9513
0.9533,0.9549,0.9533,0.9535,0.9549,0.9533,0.9535
0.9513,0.9536,0.9513,0.9517,0.9536,0.9513,0.9517
0.9520,0.9540,0.9520,0.9523,0.9540,0.9520,0.9523
0.9520,0.9530,0.9520,0.9520,0.9530,0.9520,0.9520
0.9539,0.9557,0.9539,0.9542,0.9557,0.9539,0.9542
0.9579,0.9597,0.9579,0.9582,0.9597,0.9579,0.9582
0.9566,0.9583,0.9566,0.9568,0.9583,0.9566,0.9568
0.9533,0.9551,0.9533,0.9536,0.9551,0.9533,0.9536
0.9487,0.9521,0.9487,0.9494,0.9521,0.9487,0.9494
0.9546,0.9558,0.9546,0.9547,0.9558,0.9546,0.9547
0.9526,0.9539,0.9526,0.9529,0.9539,0.9526,0.9529
0.9539,0.9556,0.9539,0.9542,0.9556,0.9539,0.9542
0.9539,0.9559,0.9539,0.9543,0.9559,0.9539,0.9543
0.9500,0.9518,0.9500,0.9503,0.9518,0.9500,0.9503
0.9533,0.9547,0.9533,0.9535,0.9547,0.9533,0.9535
0.9546,0.9558,0.9546,0.9547,0.9558,0.9546,0.9547
0.9520,0.9539,0.9520,0.9522,0.9539,0.9520,0.9522
0.9493,0.9515,0.9493,0.9497,0.9515,0.9493,0.9497
0.9520,0.9543,0.9520,0.9523,0.9543,0.9520,0.9523
0.9520,0.9531,0.9520,0.9521,0.9531,0.9520,0.9521
0.9533,0.9546,0.9533,0.9535,0.9546,0.9533,0.9535
0.9533,0.9554,0.9533,0.9537,0.9554,0.9533,0.9537
0.9520,0.9540,0.9520,0.9523,0.9540,0.9520,0.9523
0.9513,0.9523,0.9513,0.9513,0.9523,0.9513,0.9513
0.9533,0.9551,0.9533,0.9536,0.9551,0.9533,0.9536
0.9572,0.9590,0.9572,0.9576,0.9590,0.9572,0.9576
0.9566,0.9583,0.9566,0.9568,0.9583,0.9566,0.9568
0.9533,0.9548,0.9533,0.9536,0.9548,0.9533,0.9536
0.9487,0.9518,0.9487,0.9493,0.9518,0.9487,0.9493
0.9539,0.9551,0.9539,0.9541,0.9551,0.9539,0.9541
0.9520,0.9534,0.9520,0.9522,0.9534,0.9520,0.9522
0.9546,0.9561,0.9546,0.9548,0.9561,0.9546,0.9548
0.9539,0.9559,0.9539,0.9543,0.9559,0.9539,0.9543
0.9500,0.9518,0.9500,0.9503,0.9518,0.9500,0.9503
0.9533,0.9547,0.9533,0.9535,0.9547,0.9533,0.9535
0.9546,0.9558,0.9546,0.9547,0.9558,0.9546,0.9547
0.9520,0.9539,0.9520,0.9522,0.9539,0.9520,0.9522
0.9487,0.9509,0.9487,0.9490,0.9509,0.9487,0.9490
0.9513,0.9536,0.9513,0.9516,0.9536,0.9513,0.9516
0.9513,0.9526,0.9513,0.9514,0.9526,0.9513,0.9514
0.9533,0.9546,0.9533,0.9535,0.9546,0.9533,0.9535
0.9513,0.9536,0.9513,0.9517,0.9536,0.9513,0.9517
0.9520,0.9540,0.9520,0.9523,0.9540,0.9520,0.9523
0.9513,0.9522,0.9513,0.9514,0.9522,0.9513,0.9514
0.9533,0.9550,0.9533,0.9536,0.9550,0.9533,0.9536
0.9579,0.9597,0.9579,0.9582,0.9597,0.9579,0.9582
0.9566,0.9584,0.9566,0.9568,0.9584,0.9566,0.9568
0.9539,0.9555,0.9539,0.9542,0.9555,0.9539,0.9542
0.9500,0.9531,0.9500,0.9506,0.9531,0.9500,0.9506
0.9553,0.9565,0.9553,0.9554,0.9565,0.9553,0.9554
0.9520,0.9534,0.9520,0.9522,0.9534,0.9520,0.9522
0.9546,0.9561,0.9546,0.9548,0.9561,0.9546,0.9548
0.9539,0.9559,0.9539,0.9543,0.9559,0.9539,0.9543
0.9500,0.9518,0.9500,0.9503,0.9518,0.9500,0.9503
0.9533,0.9547,0.9533,0.9535,0.9547,0.9533,0.9535
0.9546,0.9558,0.9546,0.9547,0.9558,0.9546,0.9547
0.9520,0.9539,0.9520,0.9522,0.9539,0.9520,0.9522
0.9487,0.9508,0.9487,0.9490,0.9508,0.9487,0.9490
0.9520,0.9542,0.9520,0.9523,0.9542,0.9520,0.9523
0.9507,0.9519,0.9507,0.9507,0.9519,0.9507,0.9507
0.9533,0.9545,0.9533,0.9535,0.9545,0.9533,0.9535
0.9513,0.9536,0.9513,0.9517,0.9536,0.9513,0.9517
0.9520,0.9542,0.9520,0.9524,0.9542,0.9520,0.9524
0.9513,0.9523,0.9513,0.9514,0.9523,0.9513,0.9514
0.9539,0.9555,0.9539,0.9541,0.9555,0.9539,0.9541
0.9572,0.9590,0.9572,0.9576,0.9590,0.9572,0.9576
0.9566,0.9583,0.9566,0.9568,0.9583,0.9566,0.9568
0.9539,0.9555,0.9539,0.9542,0.9555,0.9539,0.9542
0.9500,0.9528,0.9500,0.9505,0.9528,0.9500,0.9505
0.9539,0.9552,0.9539,0.9541,0.9552,0.9539,0.9541
0.9526,0.9539,0.9526,0.9529,0.9539,0.9526,0.9529
0.9533,0.9549,0.9533,0.9536,0.9549,0.9533,0.9536
0.9539,0.9559,0.9539,0.9543,0.9559,0.9539,0.9543
0.9507,0.9524,0.9507,0.9509,0.9524,0.9507,0.9509
0.9533,0.9547,0.9533,0.9535,0.9547,0.9533,0.9535
0.9546,0.9559,0.9546,0.9547,0.9559,0.9546,0.9547
0.9513,0.9532,0.9513,0.9516,0.9532,0.9513,0.9516
0.9493,0.9515,0.9493,0.9496,0.9515,0.9493,0.9496
0.9513,0.9535,0.9513,0.9516,0.9535,0.9513,0.9516
0.9520,0.9532,0.9520,0.9520,0.9532,0.9520,0.9520
0.9533,0.9546,0.9533,0.9535,0.9546,0.9533,0.9535
0.9513,0.9536,0.9513,0.9517,0.9536,0.9513,0.9517
0.9520,0.9538,0.9520,0.9523,0.9538,0.9520,0.9523
0.9513,0.9523,0.9513,0.9514,0.9523,0.9513,0.9514
1 accuracy macro_precision macro_recall macro_f1 weighted_precision weighted_recall weighted_f1
471 0.9559 0.9566 0.9559 0.9560 0.9566 0.9559 0.9560
472 0.9566 0.9574 0.9566 0.9567 0.9574 0.9566 0.9567
473 0.9559 0.9571 0.9559 0.9561 0.9571 0.9559 0.9561
0.9546 0.9557 0.9546 0.9547 0.9557 0.9546 0.9547
0.9553 0.9563 0.9553 0.9554 0.9563 0.9553 0.9554
0.9507 0.9524 0.9507 0.9510 0.9524 0.9507 0.9510
0.9553 0.9571 0.9553 0.9557 0.9571 0.9553 0.9557
0.9579 0.9590 0.9579 0.9581 0.9590 0.9579 0.9581
0.9566 0.9580 0.9566 0.9568 0.9580 0.9566 0.9568
0.9546 0.9558 0.9546 0.9548 0.9558 0.9546 0.9548
0.9520 0.9531 0.9520 0.9520 0.9531 0.9520 0.9520
0.9572 0.9590 0.9572 0.9575 0.9590 0.9572 0.9575
0.9586 0.9595 0.9586 0.9587 0.9595 0.9586 0.9587
0.9546 0.9566 0.9546 0.9549 0.9566 0.9546 0.9549
0.9553 0.9566 0.9553 0.9555 0.9566 0.9553 0.9555
0.9546 0.9561 0.9546 0.9548 0.9561 0.9546 0.9548
0.9572 0.9580 0.9572 0.9573 0.9580 0.9572 0.9573
0.9553 0.9567 0.9553 0.9554 0.9567 0.9553 0.9554
0.9493 0.9508 0.9493 0.9495 0.9508 0.9493 0.9495
0.9559 0.9572 0.9559 0.9560 0.9572 0.9559 0.9560
0.9546 0.9556 0.9546 0.9547 0.9556 0.9546 0.9547
0.9592 0.9606 0.9592 0.9594 0.9606 0.9592 0.9594
0.9526 0.9540 0.9526 0.9528 0.9540 0.9526 0.9528
0.9572 0.9581 0.9572 0.9573 0.9581 0.9572 0.9573
0.9546 0.9556 0.9546 0.9546 0.9556 0.9546 0.9546
0.9526 0.9537 0.9526 0.9527 0.9537 0.9526 0.9527
0.9539 0.9545 0.9539 0.9540 0.9545 0.9539 0.9540
0.9566 0.9574 0.9566 0.9566 0.9574 0.9566 0.9566
0.9533 0.9542 0.9533 0.9534 0.9542 0.9533 0.9534
0.9539 0.9554 0.9539 0.9541 0.9554 0.9539 0.9541
0.9533 0.9544 0.9533 0.9534 0.9544 0.9533 0.9534
0.9533 0.9541 0.9533 0.9534 0.9541 0.9533 0.9534
0.9520 0.9530 0.9520 0.9521 0.9530 0.9520 0.9521
0.9513 0.9525 0.9513 0.9514 0.9525 0.9513 0.9514
0.9493 0.9509 0.9493 0.9496 0.9509 0.9493 0.9496
0.9487 0.9500 0.9487 0.9487 0.9500 0.9487 0.9487
0.9559 0.9575 0.9559 0.9561 0.9575 0.9559 0.9561
0.9520 0.9531 0.9520 0.9521 0.9531 0.9520 0.9521
0.9526 0.9536 0.9526 0.9527 0.9536 0.9526 0.9527
0.9539 0.9557 0.9539 0.9541 0.9557 0.9539 0.9541
0.9553 0.9559 0.9553 0.9552 0.9559 0.9553 0.9552
0.9520 0.9530 0.9520 0.9520 0.9530 0.9520 0.9520
0.9526 0.9541 0.9526 0.9528 0.9541 0.9526 0.9528
0.9566 0.9575 0.9566 0.9566 0.9575 0.9566 0.9566
0.9526 0.9541 0.9526 0.9528 0.9541 0.9526 0.9528
0.9526 0.9541 0.9526 0.9528 0.9541 0.9526 0.9528
0.9559 0.9569 0.9559 0.9560 0.9569 0.9559 0.9560
0.9546 0.9555 0.9546 0.9546 0.9555 0.9546 0.9546
0.9520 0.9530 0.9520 0.9521 0.9530 0.9520 0.9521
0.9539 0.9545 0.9539 0.9540 0.9545 0.9539 0.9540
0.9566 0.9574 0.9566 0.9566 0.9574 0.9566 0.9566
0.9526 0.9541 0.9526 0.9528 0.9541 0.9526 0.9528
0.9533 0.9542 0.9533 0.9534 0.9542 0.9533 0.9534
0.9533 0.9547 0.9533 0.9535 0.9547 0.9533 0.9535
0.9566 0.9575 0.9566 0.9566 0.9575 0.9566 0.9566
0.9526 0.9540 0.9526 0.9528 0.9540 0.9526 0.9528
0.9546 0.9558 0.9546 0.9547 0.9558 0.9546 0.9547
0.9526 0.9540 0.9526 0.9528 0.9540 0.9526 0.9528
0.9526 0.9540 0.9526 0.9528 0.9540 0.9526 0.9528
0.9520 0.9541 0.9520 0.9524 0.9541 0.9520 0.9524
0.9520 0.9542 0.9520 0.9524 0.9542 0.9520 0.9524
0.9507 0.9515 0.9507 0.9507 0.9515 0.9507 0.9507
0.9533 0.9548 0.9533 0.9535 0.9548 0.9533 0.9535
0.9566 0.9583 0.9566 0.9569 0.9583 0.9566 0.9569
0.9572 0.9588 0.9572 0.9574 0.9588 0.9572 0.9574
0.9533 0.9551 0.9533 0.9536 0.9551 0.9533 0.9536
0.9487 0.9518 0.9487 0.9493 0.9518 0.9487 0.9493
0.9546 0.9559 0.9546 0.9547 0.9559 0.9546 0.9547
0.9520 0.9534 0.9520 0.9522 0.9534 0.9520 0.9522
0.9539 0.9554 0.9539 0.9542 0.9554 0.9539 0.9542
0.9539 0.9559 0.9539 0.9543 0.9559 0.9539 0.9543
0.9500 0.9518 0.9500 0.9503 0.9518 0.9500 0.9503
0.9520 0.9542 0.9520 0.9524 0.9542 0.9520 0.9524
0.9520 0.9541 0.9520 0.9523 0.9541 0.9520 0.9523
0.9520 0.9542 0.9520 0.9524 0.9542 0.9520 0.9524
0.9520 0.9540 0.9520 0.9523 0.9540 0.9520 0.9523
0.9507 0.9515 0.9507 0.9507 0.9515 0.9507 0.9507
0.9526 0.9548 0.9526 0.9530 0.9548 0.9526 0.9530
0.9520 0.9542 0.9520 0.9524 0.9542 0.9520 0.9524
0.9520 0.9528 0.9520 0.9520 0.9528 0.9520 0.9520
0.9539 0.9557 0.9539 0.9542 0.9557 0.9539 0.9542
0.9579 0.9597 0.9579 0.9582 0.9597 0.9579 0.9582
0.9566 0.9582 0.9566 0.9568 0.9582 0.9566 0.9568
0.9533 0.9551 0.9533 0.9536 0.9551 0.9533 0.9536
0.9500 0.9528 0.9500 0.9505 0.9528 0.9500 0.9505
0.9546 0.9558 0.9546 0.9547 0.9558 0.9546 0.9547
0.9520 0.9534 0.9520 0.9522 0.9534 0.9520 0.9522
0.9546 0.9562 0.9546 0.9549 0.9562 0.9546 0.9549
0.9520 0.9543 0.9520 0.9524 0.9543 0.9520 0.9524
0.9520 0.9540 0.9520 0.9523 0.9540 0.9520 0.9523
0.9520 0.9529 0.9520 0.9520 0.9529 0.9520 0.9520
0.9513 0.9536 0.9513 0.9517 0.9536 0.9513 0.9517
0.9520 0.9538 0.9520 0.9523 0.9538 0.9520 0.9523
0.9513 0.9523 0.9513 0.9513 0.9523 0.9513 0.9513
0.9533 0.9550 0.9533 0.9536 0.9550 0.9533 0.9536
0.9586 0.9605 0.9586 0.9589 0.9605 0.9586 0.9589
0.9566 0.9583 0.9566 0.9568 0.9583 0.9566 0.9568
0.9533 0.9551 0.9533 0.9536 0.9551 0.9533 0.9536
0.9500 0.9528 0.9500 0.9505 0.9528 0.9500 0.9505
0.9559 0.9570 0.9559 0.9560 0.9570 0.9559 0.9560
0.9526 0.9541 0.9526 0.9529 0.9541 0.9526 0.9529
0.9533 0.9549 0.9533 0.9535 0.9549 0.9533 0.9535
0.9539 0.9559 0.9539 0.9543 0.9559 0.9539 0.9543
0.9500 0.9518 0.9500 0.9503 0.9518 0.9500 0.9503
0.9533 0.9547 0.9533 0.9535 0.9547 0.9533 0.9535
0.9546 0.9558 0.9546 0.9547 0.9558 0.9546 0.9547
0.9520 0.9539 0.9520 0.9522 0.9539 0.9520 0.9522
0.9480 0.9506 0.9480 0.9485 0.9506 0.9480 0.9485
0.9520 0.9541 0.9520 0.9522 0.9541 0.9520 0.9522
0.9513 0.9526 0.9513 0.9514 0.9526 0.9513 0.9514
0.9533 0.9546 0.9533 0.9535 0.9546 0.9533 0.9535
0.9526 0.9548 0.9526 0.9530 0.9548 0.9526 0.9530
0.9520 0.9542 0.9520 0.9524 0.9542 0.9520 0.9524
0.9513 0.9523 0.9513 0.9514 0.9523 0.9513 0.9514
0.9533 0.9553 0.9533 0.9536 0.9553 0.9533 0.9536
0.9513 0.9536 0.9513 0.9517 0.9536 0.9513 0.9517
0.9520 0.9540 0.9520 0.9523 0.9540 0.9520 0.9523
0.9513 0.9523 0.9513 0.9513 0.9523 0.9513 0.9513
0.9533 0.9549 0.9533 0.9535 0.9549 0.9533 0.9535
0.9513 0.9536 0.9513 0.9517 0.9536 0.9513 0.9517
0.9520 0.9540 0.9520 0.9523 0.9540 0.9520 0.9523
0.9520 0.9530 0.9520 0.9520 0.9530 0.9520 0.9520
0.9539 0.9557 0.9539 0.9542 0.9557 0.9539 0.9542
0.9579 0.9597 0.9579 0.9582 0.9597 0.9579 0.9582
0.9566 0.9583 0.9566 0.9568 0.9583 0.9566 0.9568
0.9533 0.9551 0.9533 0.9536 0.9551 0.9533 0.9536
0.9487 0.9521 0.9487 0.9494 0.9521 0.9487 0.9494
0.9546 0.9558 0.9546 0.9547 0.9558 0.9546 0.9547
0.9526 0.9539 0.9526 0.9529 0.9539 0.9526 0.9529
0.9539 0.9556 0.9539 0.9542 0.9556 0.9539 0.9542
0.9539 0.9559 0.9539 0.9543 0.9559 0.9539 0.9543
0.9500 0.9518 0.9500 0.9503 0.9518 0.9500 0.9503
0.9533 0.9547 0.9533 0.9535 0.9547 0.9533 0.9535
0.9546 0.9558 0.9546 0.9547 0.9558 0.9546 0.9547
0.9520 0.9539 0.9520 0.9522 0.9539 0.9520 0.9522
0.9493 0.9515 0.9493 0.9497 0.9515 0.9493 0.9497
0.9520 0.9543 0.9520 0.9523 0.9543 0.9520 0.9523
0.9520 0.9531 0.9520 0.9521 0.9531 0.9520 0.9521
0.9533 0.9546 0.9533 0.9535 0.9546 0.9533 0.9535
0.9533 0.9554 0.9533 0.9537 0.9554 0.9533 0.9537
0.9520 0.9540 0.9520 0.9523 0.9540 0.9520 0.9523
0.9513 0.9523 0.9513 0.9513 0.9523 0.9513 0.9513
0.9533 0.9551 0.9533 0.9536 0.9551 0.9533 0.9536
0.9572 0.9590 0.9572 0.9576 0.9590 0.9572 0.9576
0.9566 0.9583 0.9566 0.9568 0.9583 0.9566 0.9568
0.9533 0.9548 0.9533 0.9536 0.9548 0.9533 0.9536
0.9487 0.9518 0.9487 0.9493 0.9518 0.9487 0.9493
0.9539 0.9551 0.9539 0.9541 0.9551 0.9539 0.9541
0.9520 0.9534 0.9520 0.9522 0.9534 0.9520 0.9522
0.9546 0.9561 0.9546 0.9548 0.9561 0.9546 0.9548
0.9539 0.9559 0.9539 0.9543 0.9559 0.9539 0.9543
0.9500 0.9518 0.9500 0.9503 0.9518 0.9500 0.9503
0.9533 0.9547 0.9533 0.9535 0.9547 0.9533 0.9535
0.9546 0.9558 0.9546 0.9547 0.9558 0.9546 0.9547
0.9520 0.9539 0.9520 0.9522 0.9539 0.9520 0.9522
0.9487 0.9509 0.9487 0.9490 0.9509 0.9487 0.9490
0.9513 0.9536 0.9513 0.9516 0.9536 0.9513 0.9516
0.9513 0.9526 0.9513 0.9514 0.9526 0.9513 0.9514
0.9533 0.9546 0.9533 0.9535 0.9546 0.9533 0.9535
0.9513 0.9536 0.9513 0.9517 0.9536 0.9513 0.9517
0.9520 0.9540 0.9520 0.9523 0.9540 0.9520 0.9523
0.9513 0.9522 0.9513 0.9514 0.9522 0.9513 0.9514
0.9533 0.9550 0.9533 0.9536 0.9550 0.9533 0.9536
0.9579 0.9597 0.9579 0.9582 0.9597 0.9579 0.9582
0.9566 0.9584 0.9566 0.9568 0.9584 0.9566 0.9568
0.9539 0.9555 0.9539 0.9542 0.9555 0.9539 0.9542
0.9500 0.9531 0.9500 0.9506 0.9531 0.9500 0.9506
0.9553 0.9565 0.9553 0.9554 0.9565 0.9553 0.9554
0.9520 0.9534 0.9520 0.9522 0.9534 0.9520 0.9522
0.9546 0.9561 0.9546 0.9548 0.9561 0.9546 0.9548
0.9539 0.9559 0.9539 0.9543 0.9559 0.9539 0.9543
0.9500 0.9518 0.9500 0.9503 0.9518 0.9500 0.9503
0.9533 0.9547 0.9533 0.9535 0.9547 0.9533 0.9535
0.9546 0.9558 0.9546 0.9547 0.9558 0.9546 0.9547
0.9520 0.9539 0.9520 0.9522 0.9539 0.9520 0.9522
0.9487 0.9508 0.9487 0.9490 0.9508 0.9487 0.9490
0.9520 0.9542 0.9520 0.9523 0.9542 0.9520 0.9523
0.9507 0.9519 0.9507 0.9507 0.9519 0.9507 0.9507
0.9533 0.9545 0.9533 0.9535 0.9545 0.9533 0.9535
0.9513 0.9536 0.9513 0.9517 0.9536 0.9513 0.9517
0.9520 0.9542 0.9520 0.9524 0.9542 0.9520 0.9524
0.9513 0.9523 0.9513 0.9514 0.9523 0.9513 0.9514
0.9539 0.9555 0.9539 0.9541 0.9555 0.9539 0.9541
0.9572 0.9590 0.9572 0.9576 0.9590 0.9572 0.9576
0.9566 0.9583 0.9566 0.9568 0.9583 0.9566 0.9568
0.9539 0.9555 0.9539 0.9542 0.9555 0.9539 0.9542
0.9500 0.9528 0.9500 0.9505 0.9528 0.9500 0.9505
0.9539 0.9552 0.9539 0.9541 0.9552 0.9539 0.9541
0.9526 0.9539 0.9526 0.9529 0.9539 0.9526 0.9529
0.9533 0.9549 0.9533 0.9536 0.9549 0.9533 0.9536
0.9539 0.9559 0.9539 0.9543 0.9559 0.9539 0.9543
0.9507 0.9524 0.9507 0.9509 0.9524 0.9507 0.9509
0.9533 0.9547 0.9533 0.9535 0.9547 0.9533 0.9535
0.9546 0.9559 0.9546 0.9547 0.9559 0.9546 0.9547
0.9513 0.9532 0.9513 0.9516 0.9532 0.9513 0.9516
0.9493 0.9515 0.9493 0.9496 0.9515 0.9493 0.9496
0.9513 0.9535 0.9513 0.9516 0.9535 0.9513 0.9516
0.9520 0.9532 0.9520 0.9520 0.9532 0.9520 0.9520
0.9533 0.9546 0.9533 0.9535 0.9546 0.9533 0.9535
0.9513 0.9536 0.9513 0.9517 0.9536 0.9513 0.9517
0.9520 0.9538 0.9520 0.9523 0.9538 0.9520 0.9523
0.9513 0.9523 0.9513 0.9514 0.9523 0.9513 0.9514