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2026-07-09 12:20:18 +02:00
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70
reports/WeightFiltration/RESNET34/forget.csv
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@@ -600,3 +600,73 @@ accuracy,macro_precision,macro_recall,macro_f1,weighted_precision,weighted_recal
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
0.0125,1.0000,0.0125,0.0247,1.0000,0.0125,0.0247
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
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.1000,1.0000,0.1000,0.1818,1.0000,0.1000,0.1818
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
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
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.1000,1.0000,0.1000,0.1818,1.0000,0.1000,0.1818
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
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
0.0250,1.0000,0.0250,0.0488,1.0000,0.0250,0.0488
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
0.0250,1.0000,0.0250,0.0488,1.0000,0.0250,0.0488
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.2250,1.0000,0.2250,0.3673,1.0000,0.2250,0.3673
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0625,1.0000,0.0625,0.1176,1.0000,0.0625,0.1176
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
600 0.0125 1.0000 0.0125 0.0247 1.0000 0.0125 0.0247
601 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
602 0.0125 1.0000 0.0125 0.0247 1.0000 0.0125 0.0247
603 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
604 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
605 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
606 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
607 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
608 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
609 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
610 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
611 0.1000 1.0000 0.1000 0.1818 1.0000 0.1000 0.1818
612 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
613 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
614 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
615 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
616 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
617 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
618 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
619 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
620 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
621 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
622 0.1625 1.0000 0.1625 0.2796 1.0000 0.1625 0.2796
623 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
624 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
625 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
626 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
627 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
628 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
629 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
630 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
631 0.1000 1.0000 0.1000 0.1818 1.0000 0.1000 0.1818
632 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
633 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
634 0.0125 1.0000 0.0125 0.0247 1.0000 0.0125 0.0247
635 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
636 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
637 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
638 0.0250 1.0000 0.0250 0.0488 1.0000 0.0250 0.0488
639 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
640 0.0125 1.0000 0.0125 0.0247 1.0000 0.0125 0.0247
641 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
642 0.0250 1.0000 0.0250 0.0488 1.0000 0.0250 0.0488
643 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
644 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
645 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
646 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
647 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
648 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
649 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
650 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
651 0.2250 1.0000 0.2250 0.3673 1.0000 0.2250 0.3673
652 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
653 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
654 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
655 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
656 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
657 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
658 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
659 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
660 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
661 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
662 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
663 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
664 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
665 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
666 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
667 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
668 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
669 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
670 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
671 0.0625 1.0000 0.0625 0.1176 1.0000 0.0625 0.1176
672 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000

70
reports/WeightFiltration/RESNET34/forget_train.csv
View File

@@ -600,3 +600,73 @@ accuracy,macro_precision,macro_recall,macro_f1,weighted_precision,weighted_recal
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
1 accuracy macro_precision macro_recall macro_f1 weighted_precision weighted_recall weighted_f1
600 0.0187 1.0000 0.0187 0.0368 1.0000 0.0187 0.0368
601 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
602 0.0094 1.0000 0.0094 0.0186 1.0000 0.0094 0.0186
603 0.0031 1.0000 0.0031 0.0062 1.0000 0.0031 0.0062
604 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
605 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
606 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
607 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
608 0.0094 1.0000 0.0094 0.0186 1.0000 0.0094 0.0186
609 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
610 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
611 0.0813 1.0000 0.0813 0.1503 1.0000 0.0813 0.1503
612 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
613 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
614 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
615 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
616 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
617 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
618 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
619 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
620 0.0281 1.0000 0.0281 0.0547 1.0000 0.0281 0.0547
621 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
622 0.1625 1.0000 0.1625 0.2796 1.0000 0.1625 0.2796
623 0.0094 1.0000 0.0094 0.0186 1.0000 0.0094 0.0186
624 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
625 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
626 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
627 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
628 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
629 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
630 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
631 0.0906 1.0000 0.0906 0.1662 1.0000 0.0906 0.1662
632 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
633 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
634 0.0063 1.0000 0.0063 0.0124 1.0000 0.0063 0.0124
635 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
636 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
637 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
638 0.0406 1.0000 0.0406 0.0781 1.0000 0.0406 0.0781
639 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
640 0.0344 1.0000 0.0344 0.0665 1.0000 0.0344 0.0665
641 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
642 0.0469 1.0000 0.0469 0.0896 1.0000 0.0469 0.0896
643 0.0031 1.0000 0.0031 0.0062 1.0000 0.0031 0.0062
644 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
645 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
646 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
647 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
648 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
649 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
650 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
651 0.2875 1.0000 0.2875 0.4466 1.0000 0.2875 0.4466
652 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
653 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
654 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
655 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
656 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
657 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
658 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
659 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
660 0.0094 1.0000 0.0094 0.0186 1.0000 0.0094 0.0186
661 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
662 0.0094 1.0000 0.0094 0.0186 1.0000 0.0094 0.0186
663 0.0031 1.0000 0.0031 0.0062 1.0000 0.0031 0.0062
664 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
665 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
666 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
667 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
668 0.0063 1.0000 0.0063 0.0124 1.0000 0.0063 0.0124
669 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
670 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
671 0.0844 1.0000 0.0844 0.1556 1.0000 0.0844 0.1556
672 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000

70
reports/WeightFiltration/RESNET34/retain.csv
View File

@@ -600,3 +600,73 @@ accuracy,macro_precision,macro_recall,macro_f1,weighted_precision,weighted_recal
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
600 0.9539 0.9556 0.9539 0.9542 0.9556 0.9539 0.9542
601 0.9539 0.9559 0.9539 0.9543 0.9559 0.9539 0.9543
602 0.9500 0.9518 0.9500 0.9503 0.9518 0.9500 0.9503
603 0.9533 0.9547 0.9533 0.9535 0.9547 0.9533 0.9535
604 0.9546 0.9558 0.9546 0.9547 0.9558 0.9546 0.9547
605 0.9520 0.9539 0.9520 0.9522 0.9539 0.9520 0.9522
606 0.9493 0.9515 0.9493 0.9497 0.9515 0.9493 0.9497
607 0.9520 0.9543 0.9520 0.9523 0.9543 0.9520 0.9523
608 0.9520 0.9531 0.9520 0.9521 0.9531 0.9520 0.9521
609 0.9533 0.9546 0.9533 0.9535 0.9546 0.9533 0.9535
610 0.9533 0.9554 0.9533 0.9537 0.9554 0.9533 0.9537
611 0.9520 0.9540 0.9520 0.9523 0.9540 0.9520 0.9523
612 0.9513 0.9523 0.9513 0.9513 0.9523 0.9513 0.9513
613 0.9533 0.9551 0.9533 0.9536 0.9551 0.9533 0.9536
614 0.9572 0.9590 0.9572 0.9576 0.9590 0.9572 0.9576
615 0.9566 0.9583 0.9566 0.9568 0.9583 0.9566 0.9568
616 0.9533 0.9548 0.9533 0.9536 0.9548 0.9533 0.9536
617 0.9487 0.9518 0.9487 0.9493 0.9518 0.9487 0.9493
618 0.9539 0.9551 0.9539 0.9541 0.9551 0.9539 0.9541
619 0.9520 0.9534 0.9520 0.9522 0.9534 0.9520 0.9522
620 0.9546 0.9561 0.9546 0.9548 0.9561 0.9546 0.9548
621 0.9539 0.9559 0.9539 0.9543 0.9559 0.9539 0.9543
622 0.9500 0.9518 0.9500 0.9503 0.9518 0.9500 0.9503
623 0.9533 0.9547 0.9533 0.9535 0.9547 0.9533 0.9535
624 0.9546 0.9558 0.9546 0.9547 0.9558 0.9546 0.9547
625 0.9520 0.9539 0.9520 0.9522 0.9539 0.9520 0.9522
626 0.9487 0.9509 0.9487 0.9490 0.9509 0.9487 0.9490
627 0.9513 0.9536 0.9513 0.9516 0.9536 0.9513 0.9516
628 0.9513 0.9526 0.9513 0.9514 0.9526 0.9513 0.9514
629 0.9533 0.9546 0.9533 0.9535 0.9546 0.9533 0.9535
630 0.9513 0.9536 0.9513 0.9517 0.9536 0.9513 0.9517
631 0.9520 0.9540 0.9520 0.9523 0.9540 0.9520 0.9523
632 0.9513 0.9522 0.9513 0.9514 0.9522 0.9513 0.9514
633 0.9533 0.9550 0.9533 0.9536 0.9550 0.9533 0.9536
634 0.9579 0.9597 0.9579 0.9582 0.9597 0.9579 0.9582
635 0.9566 0.9584 0.9566 0.9568 0.9584 0.9566 0.9568
636 0.9539 0.9555 0.9539 0.9542 0.9555 0.9539 0.9542
637 0.9500 0.9531 0.9500 0.9506 0.9531 0.9500 0.9506
638 0.9553 0.9565 0.9553 0.9554 0.9565 0.9553 0.9554
639 0.9520 0.9534 0.9520 0.9522 0.9534 0.9520 0.9522
640 0.9546 0.9561 0.9546 0.9548 0.9561 0.9546 0.9548
641 0.9539 0.9559 0.9539 0.9543 0.9559 0.9539 0.9543
642 0.9500 0.9518 0.9500 0.9503 0.9518 0.9500 0.9503
643 0.9533 0.9547 0.9533 0.9535 0.9547 0.9533 0.9535
644 0.9546 0.9558 0.9546 0.9547 0.9558 0.9546 0.9547
645 0.9520 0.9539 0.9520 0.9522 0.9539 0.9520 0.9522
646 0.9487 0.9508 0.9487 0.9490 0.9508 0.9487 0.9490
647 0.9520 0.9542 0.9520 0.9523 0.9542 0.9520 0.9523
648 0.9507 0.9519 0.9507 0.9507 0.9519 0.9507 0.9507
649 0.9533 0.9545 0.9533 0.9535 0.9545 0.9533 0.9535
650 0.9513 0.9536 0.9513 0.9517 0.9536 0.9513 0.9517
651 0.9520 0.9542 0.9520 0.9524 0.9542 0.9520 0.9524
652 0.9513 0.9523 0.9513 0.9514 0.9523 0.9513 0.9514
653 0.9539 0.9555 0.9539 0.9541 0.9555 0.9539 0.9541
654 0.9572 0.9590 0.9572 0.9576 0.9590 0.9572 0.9576
655 0.9566 0.9583 0.9566 0.9568 0.9583 0.9566 0.9568
656 0.9539 0.9555 0.9539 0.9542 0.9555 0.9539 0.9542
657 0.9500 0.9528 0.9500 0.9505 0.9528 0.9500 0.9505
658 0.9539 0.9552 0.9539 0.9541 0.9552 0.9539 0.9541
659 0.9526 0.9539 0.9526 0.9529 0.9539 0.9526 0.9529
660 0.9533 0.9549 0.9533 0.9536 0.9549 0.9533 0.9536
661 0.9539 0.9559 0.9539 0.9543 0.9559 0.9539 0.9543
662 0.9507 0.9524 0.9507 0.9509 0.9524 0.9507 0.9509
663 0.9533 0.9547 0.9533 0.9535 0.9547 0.9533 0.9535
664 0.9546 0.9559 0.9546 0.9547 0.9559 0.9546 0.9547
665 0.9513 0.9532 0.9513 0.9516 0.9532 0.9513 0.9516
666 0.9493 0.9515 0.9493 0.9496 0.9515 0.9493 0.9496
667 0.9513 0.9535 0.9513 0.9516 0.9535 0.9513 0.9516
668 0.9520 0.9532 0.9520 0.9520 0.9532 0.9520 0.9520
669 0.9533 0.9546 0.9533 0.9535 0.9546 0.9533 0.9535
670 0.9513 0.9536 0.9513 0.9517 0.9536 0.9513 0.9517
671 0.9520 0.9538 0.9520 0.9523 0.9538 0.9520 0.9523
672 0.9513 0.9523 0.9513 0.9514 0.9523 0.9513 0.9514

70
reports/WeightFiltration/attack_values.csv
View File

@@ -36,3 +36,73 @@ target_class, parameter_mia_accuracy, lookalike_accuracy, A-Dist, JS-Dist
10,0.500000,0.937500, 0.135417, 0.490381
11,0.500000,0.925000, 0.239583, 0.548656
12,0.500000,0.954167, 0.104167, 0.515086
13,0.500000,0.947917, 0.239583, 0.534527
14,0.500000,0.943750, 0.187500, 0.549692
15,0.500000,0.939583, 0.177083, 0.538563
16,0.500000,0.939583, 0.302083, 0.550387
17,0.500000,0.937500, 0.020833, 0.534927
18,0.500000,0.943750, 0.062500, 0.525926
19,0.500000,0.966667, 0.072917, 0.550368
0,0.500000,0.950000, 0.010417, 0.539187
1,0.500000,0.920833, 0.083333, 0.532476
2,0.500000,0.939583, 0.010417, 0.563573
3,0.500000,0.947917, 0.062500, 0.565630
4,0.500000,0.968750, 0.031250, 0.572755
5,0.500000,0.952083, 0.072917, 0.558786
6,0.500000,0.947917, 0.010417, 0.526097
7,0.500000,0.935417, 0.031250, 0.609396
8,0.500000,0.977083, 0.083333, 0.531147
9,0.500000,0.950000, 0.208333, 0.535584
10,0.500000,0.937500, 0.072917, 0.489855
11,0.500000,0.964583, 0.072917, 0.549640
12,0.500000,0.960417, 0.000000, 0.519796
13,0.500000,0.950000, 0.166667, 0.531902
14,0.500000,0.933333, 0.270833, 0.544382
15,0.500000,0.939583, 0.322917, 0.539786
16,0.500000,0.947917, 0.312500, 0.551968
17,0.500000,0.945833, 0.041667, 0.535604
18,0.500000,0.952083, 0.031250, 0.529436
19,0.500000,0.966667, 0.072917, 0.554195
0,0.500000,0.950000, 0.125000, 0.533747
1,0.500000,0.918750, 0.010417, 0.530306
2,0.500000,0.927083, 0.010417, 0.564333
3,0.500000,0.950000, 0.052083, 0.560864
4,0.500000,0.945833, 0.187500, 0.573512
5,0.500000,0.952083, 0.135417, 0.557525
6,0.500000,0.950000, 0.125000, 0.529118
7,0.500000,0.922917, 0.114583, 0.607466
8,0.500000,0.937500, 0.083333, 0.535555
9,0.500000,0.954167, 0.062500, 0.534876
10,0.500000,0.937500, 0.104167, 0.493227
11,0.500000,0.925000, 0.281250, 0.550555
12,0.500000,0.950000, 0.093750, 0.516082
13,0.500000,0.950000, 0.166667, 0.540771
14,0.500000,0.941667, 0.187500, 0.545515
15,0.500000,0.945833, 0.218750, 0.534969
16,0.500000,0.943750, 0.395833, 0.552199
17,0.500000,0.947917, 0.125000, 0.536930
18,0.500000,0.941667, 0.104167, 0.530283
19,0.500000,0.966667, 0.000000, 0.548011
0,0.500000,0.960417, 0.125000, 0.532006
1,0.500000,0.910417, 0.010417, 0.536290
2,0.500000,0.929167, 0.062500, 0.563630
3,0.500000,0.962500, 0.135417, 0.566771
4,0.500000,0.968750, 0.239583, 0.573766
5,0.500000,0.954167, 0.093750, 0.560717
6,0.500000,0.950000, 0.177083, 0.529426
7,0.500000,0.943750, 0.010417, 0.608156
8,0.500000,0.960417, 0.041667, 0.530703
9,0.500000,0.950000, 0.114583, 0.533561
10,0.500000,0.937500, 0.041667, 0.489375
11,0.500000,0.920833, 0.343750, 0.554261
12,0.500000,0.960417, 0.187500, 0.517192
13,0.500000,0.952083, 0.145833, 0.542150
14,0.500000,0.941667, 0.125000, 0.546994
15,0.500000,0.945833, 0.072917, 0.537957
16,0.500000,0.935417, 0.333333, 0.548728
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
36 10 0.500000 0.937500 0.135417 0.490381
37 11 0.500000 0.925000 0.239583 0.548656
38 12 0.500000 0.954167 0.104167 0.515086
39 13 0.500000 0.947917 0.239583 0.534527
40 14 0.500000 0.943750 0.187500 0.549692
41 15 0.500000 0.939583 0.177083 0.538563
42 16 0.500000 0.939583 0.302083 0.550387
43 17 0.500000 0.937500 0.020833 0.534927
44 18 0.500000 0.943750 0.062500 0.525926
45 19 0.500000 0.966667 0.072917 0.550368
46 0 0.500000 0.950000 0.010417 0.539187
47 1 0.500000 0.920833 0.083333 0.532476
48 2 0.500000 0.939583 0.010417 0.563573
49 3 0.500000 0.947917 0.062500 0.565630
50 4 0.500000 0.968750 0.031250 0.572755
51 5 0.500000 0.952083 0.072917 0.558786
52 6 0.500000 0.947917 0.010417 0.526097
53 7 0.500000 0.935417 0.031250 0.609396
54 8 0.500000 0.977083 0.083333 0.531147
55 9 0.500000 0.950000 0.208333 0.535584
56 10 0.500000 0.937500 0.072917 0.489855
57 11 0.500000 0.964583 0.072917 0.549640
58 12 0.500000 0.960417 0.000000 0.519796
59 13 0.500000 0.950000 0.166667 0.531902
60 14 0.500000 0.933333 0.270833 0.544382
61 15 0.500000 0.939583 0.322917 0.539786
62 16 0.500000 0.947917 0.312500 0.551968
63 17 0.500000 0.945833 0.041667 0.535604
64 18 0.500000 0.952083 0.031250 0.529436
65 19 0.500000 0.966667 0.072917 0.554195
66 0 0.500000 0.950000 0.125000 0.533747
67 1 0.500000 0.918750 0.010417 0.530306
68 2 0.500000 0.927083 0.010417 0.564333
69 3 0.500000 0.950000 0.052083 0.560864
70 4 0.500000 0.945833 0.187500 0.573512
71 5 0.500000 0.952083 0.135417 0.557525
72 6 0.500000 0.950000 0.125000 0.529118
73 7 0.500000 0.922917 0.114583 0.607466
74 8 0.500000 0.937500 0.083333 0.535555
75 9 0.500000 0.954167 0.062500 0.534876
76 10 0.500000 0.937500 0.104167 0.493227
77 11 0.500000 0.925000 0.281250 0.550555
78 12 0.500000 0.950000 0.093750 0.516082
79 13 0.500000 0.950000 0.166667 0.540771
80 14 0.500000 0.941667 0.187500 0.545515
81 15 0.500000 0.945833 0.218750 0.534969
82 16 0.500000 0.943750 0.395833 0.552199
83 17 0.500000 0.947917 0.125000 0.536930
84 18 0.500000 0.941667 0.104167 0.530283
85 19 0.500000 0.966667 0.000000 0.548011
86 0 0.500000 0.960417 0.125000 0.532006
87 1 0.500000 0.910417 0.010417 0.536290
88 2 0.500000 0.929167 0.062500 0.563630
89 3 0.500000 0.962500 0.135417 0.566771
90 4 0.500000 0.968750 0.239583 0.573766
91 5 0.500000 0.954167 0.093750 0.560717
92 6 0.500000 0.950000 0.177083 0.529426
93 7 0.500000 0.943750 0.010417 0.608156
94 8 0.500000 0.960417 0.041667 0.530703
95 9 0.500000 0.950000 0.114583 0.533561
96 10 0.500000 0.937500 0.041667 0.489375
97 11 0.500000 0.920833 0.343750 0.554261
98 12 0.500000 0.960417 0.187500 0.517192
99 13 0.500000 0.952083 0.145833 0.542150
100 14 0.500000 0.941667 0.125000 0.546994
101 15 0.500000 0.945833 0.072917 0.537957
102 16 0.500000 0.935417 0.333333 0.548728
103 17 0.500000 0.937500 0.093750 0.532926
104 18 0.500000 0.937500 0.031250 0.532182
105 19 0.500000 0.962500 0.041667 0.552156
106 0 0.500000 0.960417 0.031250 0.534253
107 1 0.500000 0.910417 0.000000 0.534778
108 2 0.500000 0.922917 0.000000 0.560311