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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

215
reports/WeightFiltration/ResNet/time_metrics.txt
View File

@@ -299,17 +299,6 @@ execution_time_sec
0.000427
0.000398
0.000403
183.682534
0.000395
0.000388
0.000383
0.000515
0.000383
0.000385
0.000386
0.000450
0.000374
0.000908
177.630187
0.000413
0.000469
@@ -450,207 +439,3 @@ execution_time_sec
0.000431
0.000414
0.000410
176.474485
0.000407
0.000406
0.000407
0.000406
0.000407
0.000451
0.000399
0.000415
0.000411
0.000407
0.000428
0.000411
0.000408
0.000408
0.000402
0.000407
0.000411
0.000402
0.000411
176.875764
0.000397
0.000400
0.000404
0.000404
0.000397
0.000411
0.000397
0.000408
0.000409
0.000406
0.000426
0.000454
0.000416
0.000380
0.000419
0.000408
0.000396
0.000410
0.000435
87.953725
89.953191
88.555181
87.086629
86.067240
0.001263
0.000383
0.000499
0.000494
0.000391
0.000393
0.000394
87.004814
88.485772
0.000770
0.001780
0.000391
0.000384
0.000495
0.000501
0.000405
0.001766
0.000508
87.975398
0.000514
0.000446
0.001589
0.000390
0.000487
0.000440
0.001184
0.000422
0.000380
0.000461
89.646614
0.000455
0.000399
0.000369
87.205821
0.000449
0.001879
86.592527
0.000481
0.000432
0.000447
0.000428
0.000425
0.000443
0.000428
0.000424
0.000427
0.000426
0.000428
0.000430
0.000431
0.000426
0.000432
0.000424
0.000434
0.000419
0.000424
86.237751
0.000439
0.000432
0.000443
0.000430
0.000439
0.000434
0.000435
0.000428
0.000446
0.000441
0.000439
0.000435
0.000436
0.000433
0.000429
0.000434
0.000426
0.000430
0.000432
86.227529
0.000449
0.000436
0.000427
0.000430
0.000425
0.000427
0.000423
0.000425
0.000437
0.000438
0.000430
0.000399
0.000545
0.000430
0.000434
0.000425
0.000429
0.000436
0.000444
86.158356
0.000438
0.000437
0.000426
0.000436
0.000438
0.000434
0.000423
0.000469
0.000436
0.000431
0.000441
0.000431
0.000429
0.000433
0.000436
0.000442
0.000426
0.000455
0.000446
86.279183
0.000437
0.000406
0.000428
0.000433
0.000432
0.000430
0.000424
0.000421
0.000435
0.000428
0.000398
0.000432
0.000427
0.000407
0.000425
0.000433
0.000430
0.000422
0.000418
89.527112
87.450551
0.002478
0.000423
0.000417
0.000433
0.000426
0.000440
0.000826
0.000426
0.000440
0.000437
0.000425
0.000425
0.000422
0.000450
0.000423
0.000422
0.000422
0.000426
0.000428
86.247649
0.000436

7
reports/WeightFiltration/attack_values.csv
View File

@@ -19,10 +19,6 @@ target_class, parameter_mia_accuracy, lookalike_accuracy, A-Dist, JS-Dist
17,0.500000,0.927083, 0.114583, 0.536984
18,0.500000,0.947917, 0.072917, 0.529271
19,0.500000,0.958333, 0.062500, 0.552560
0,0.500000,0.968750, 0.208333, 0.536183
1,0.500000,0.968750, 0.125000, 0.538881
2,0.500000,0.958333, 0.031250, 0.567163
3,0.500000,0.979167, 0.114583, 0.562516
0,0.500000,0.952083, 0.000000, 0.537566
1,0.500000,0.912500, 0.083333, 0.535581
2,0.500000,0.958333, 0.010417, 0.564744
@@ -103,6 +99,3 @@ target_class, parameter_mia_accuracy, lookalike_accuracy, A-Dist, JS-Dist
17,0.500000,0.937500, 0.093750, 0.532926
18,0.500000,0.937500, 0.031250, 0.532182
19,0.500000,0.962500, 0.041667, 0.552156
0,0.500000,0.960417, 0.031250, 0.534253
1,0.500000,0.910417, 0.000000, 0.534778
2,0.500000,0.922917, 0.000000, 0.560311
1 target_class parameter_mia_accuracy lookalike_accuracy A-Dist JS-Dist
19 17 0.500000 0.927083 0.114583 0.536984
20 18 0.500000 0.947917 0.072917 0.529271
21 19 0.500000 0.958333 0.062500 0.552560
0 0.500000 0.968750 0.208333 0.536183
1 0.500000 0.968750 0.125000 0.538881
2 0.500000 0.958333 0.031250 0.567163
3 0.500000 0.979167 0.114583 0.562516
22 0 0.500000 0.952083 0.000000 0.537566
23 1 0.500000 0.912500 0.083333 0.535581
24 2 0.500000 0.958333 0.010417 0.564744
99 17 0.500000 0.937500 0.093750 0.532926
100 18 0.500000 0.937500 0.031250 0.532182
101 19 0.500000 0.962500 0.041667 0.552156
0 0.500000 0.960417 0.031250 0.534253
1 0.500000 0.910417 0.000000 0.534778
2 0.500000 0.922917 0.000000 0.560311

101
reports/WeightFiltration/attack_values_old.csv
View File

@@ -1,101 +0,0 @@
target_class,attack_mia_accuracy,latent_distance_tell
0,0.500000,1.107324
1,0.500000,1.182681
2,0.500000,1.628934
3,0.500000,1.260251
4,0.500000,1.399319
5,0.500000,2.046023
6,0.500000,1.750646
7,0.500000,1.243093
8,0.500000,1.809917
9,0.500000,1.702536
10,0.500000,1.291788
11,0.500000,1.434109
12,0.500000,1.448272
13,0.500000,1.694034
14,0.500000,1.717611
15,0.500000,1.758781
16,0.500000,1.188805
17,0.500000,1.591978
18,0.500000,1.445776
19,0.500000,1.626087
0,0.500000,1.158666
1,0.500000,1.245154
2,0.500000,1.558492
3,0.500000,1.358110
4,0.500000,1.339859
5,0.500000,2.025961
6,0.500000,1.828531
7,0.500000,1.186695
8,0.500000,1.920701
9,0.500000,1.718948
10,0.500000,1.374345
11,0.500000,1.495150
12,0.500000,1.368306
13,0.500000,1.710072
14,0.500000,1.700057
15,0.500000,1.766020
16,0.500000,1.160263
17,0.500000,1.634570
18,0.500000,1.461136
19,0.500000,1.697268
0,0.500000,1.092890
1,0.500000,1.238615
2,0.500000,1.704648
3,0.500000,1.394107
4,0.500000,1.365094
5,0.500000,2.032884
6,0.500000,1.833764
7,0.500000,1.225851
8,0.500000,1.807006
9,0.500000,1.704291
10,0.500000,1.358446
11,0.500000,1.555449
12,0.500000,1.387334
13,0.500000,1.693131
14,0.500000,1.736060
15,0.500000,1.768330
16,0.500000,1.190044
17,0.500000,1.585899
18,0.500000,1.482916
19,0.500000,1.691146
0,0.500000,1.141869
1,0.500000,1.352442
2,0.500000,1.695588
3,0.500000,1.432673
4,0.500000,1.314509
5,0.500000,2.010463
6,0.500000,1.817650
7,0.500000,1.291032
8,0.500000,1.703021
9,0.500000,1.802832
10,0.500000,1.355631
11,0.500000,1.485411
12,0.500000,1.441830
13,0.500000,1.728542
14,0.500000,1.740982
15,0.500000,1.764840
16,0.500000,1.210430
17,0.500000,1.645152
18,0.500000,1.471922
19,0.500000,1.709163
0,0.500000,1.122816
1,0.500000,1.332376
2,0.500000,1.646908
3,0.500000,1.429030
4,0.500000,1.321270
5,0.500000,2.033827
6,0.500000,1.863828
7,0.500000,1.242626
8,0.500000,1.924087
9,0.500000,1.760985
10,0.500000,1.423025
11,0.500000,1.428449
12,0.500000,1.390632
13,0.500000,1.619642
14,0.500000,1.745749
15,0.500000,1.734899
16,0.500000,1.144821
17,0.500000,1.548540
18,0.500000,1.452088
19,0.500000,1.721123
1 target_class attack_mia_accuracy latent_distance_tell
2 0 0.500000 1.107324
3 1 0.500000 1.182681
4 2 0.500000 1.628934
5 3 0.500000 1.260251
6 4 0.500000 1.399319
7 5 0.500000 2.046023
8 6 0.500000 1.750646
9 7 0.500000 1.243093
10 8 0.500000 1.809917
11 9 0.500000 1.702536
12 10 0.500000 1.291788
13 11 0.500000 1.434109
14 12 0.500000 1.448272
15 13 0.500000 1.694034
16 14 0.500000 1.717611
17 15 0.500000 1.758781
18 16 0.500000 1.188805
19 17 0.500000 1.591978
20 18 0.500000 1.445776
21 19 0.500000 1.626087
22 0 0.500000 1.158666
23 1 0.500000 1.245154
24 2 0.500000 1.558492
25 3 0.500000 1.358110
26 4 0.500000 1.339859
27 5 0.500000 2.025961
28 6 0.500000 1.828531
29 7 0.500000 1.186695
30 8 0.500000 1.920701
31 9 0.500000 1.718948
32 10 0.500000 1.374345
33 11 0.500000 1.495150
34 12 0.500000 1.368306
35 13 0.500000 1.710072
36 14 0.500000 1.700057
37 15 0.500000 1.766020
38 16 0.500000 1.160263
39 17 0.500000 1.634570
40 18 0.500000 1.461136
41 19 0.500000 1.697268
42 0 0.500000 1.092890
43 1 0.500000 1.238615
44 2 0.500000 1.704648
45 3 0.500000 1.394107
46 4 0.500000 1.365094
47 5 0.500000 2.032884
48 6 0.500000 1.833764
49 7 0.500000 1.225851
50 8 0.500000 1.807006
51 9 0.500000 1.704291
52 10 0.500000 1.358446
53 11 0.500000 1.555449
54 12 0.500000 1.387334
55 13 0.500000 1.693131
56 14 0.500000 1.736060
57 15 0.500000 1.768330
58 16 0.500000 1.190044
59 17 0.500000 1.585899
60 18 0.500000 1.482916
61 19 0.500000 1.691146
62 0 0.500000 1.141869
63 1 0.500000 1.352442
64 2 0.500000 1.695588
65 3 0.500000 1.432673
66 4 0.500000 1.314509
67 5 0.500000 2.010463
68 6 0.500000 1.817650
69 7 0.500000 1.291032
70 8 0.500000 1.703021
71 9 0.500000 1.802832
72 10 0.500000 1.355631
73 11 0.500000 1.485411
74 12 0.500000 1.441830
75 13 0.500000 1.728542
76 14 0.500000 1.740982
77 15 0.500000 1.764840
78 16 0.500000 1.210430
79 17 0.500000 1.645152
80 18 0.500000 1.471922
81 19 0.500000 1.709163
82 0 0.500000 1.122816
83 1 0.500000 1.332376
84 2 0.500000 1.646908
85 3 0.500000 1.429030
86 4 0.500000 1.321270
87 5 0.500000 2.033827
88 6 0.500000 1.863828
89 7 0.500000 1.242626
90 8 0.500000 1.924087
91 9 0.500000 1.760985
92 10 0.500000 1.423025
93 11 0.500000 1.428449
94 12 0.500000 1.390632
95 13 0.500000 1.619642
96 14 0.500000 1.745749
97 15 0.500000 1.734899
98 16 0.500000 1.144821
99 17 0.500000 1.548540
100 18 0.500000 1.452088
101 19 0.500000 1.721123