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cleaned up code

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Tinsae
2026-07-08 23:53:07 +02:00
parent 31f461342e
commit 04875a62e9
23 changed files with 1362 additions and 715 deletions
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61
reports/WeightFiltration/RESNET34/forget_train.csv
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@@ -539,3 +539,64 @@ accuracy,macro_precision,macro_recall,macro_f1,weighted_precision,weighted_recal
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
1 accuracy macro_precision macro_recall macro_f1 weighted_precision weighted_recall weighted_f1
539 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
540 0.0063 1.0000 0.0063 0.0124 1.0000 0.0063 0.0124
541 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
542 0.0312 1.0000 0.0312 0.0606 1.0000 0.0312 0.0606
543 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
544 0.2594 1.0000 0.2594 0.4119 1.0000 0.2594 0.4119
545 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
546 0.1250 1.0000 0.1250 0.2222 1.0000 0.1250 0.2222
547 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
548 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
549 0.0781 1.0000 0.0781 0.1449 1.0000 0.0781 0.1449
550 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
551 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
552 0.0063 1.0000 0.0063 0.0124 1.0000 0.0063 0.0124
553 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
554 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
555 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
556 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
557 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
558 0.0187 1.0000 0.0187 0.0368 1.0000 0.0187 0.0368
559 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
560 0.1313 1.0000 0.1313 0.2320 1.0000 0.1313 0.2320
561 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
562 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
563 0.0750 1.0000 0.0750 0.1395 1.0000 0.0750 0.1395
564 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
565 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
566 0.0031 1.0000 0.0031 0.0062 1.0000 0.0031 0.0062
567 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
568 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
569 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
570 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
571 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
572 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
573 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
574 0.0563 1.0000 0.0563 0.1065 1.0000 0.0563 0.1065
575 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
576 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
577 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
578 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
579 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
580 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
581 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
582 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
583 0.2062 1.0000 0.2062 0.3420 1.0000 0.2062 0.3420
584 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
585 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
586 0.0344 1.0000 0.0344 0.0665 1.0000 0.0344 0.0665
587 0.0469 1.0000 0.0469 0.0896 1.0000 0.0469 0.0896
588 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
589 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
590 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
591 0.0594 1.0000 0.0594 0.1121 1.0000 0.0594 0.1121
592 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
593 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
594 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
595 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
596 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
597 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
598 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
599 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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