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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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54
reports/CertifiedUnlearning/RESNET34/forget_train.csv
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@@ -376,3 +376,57 @@ 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
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.1594,1.0000,0.1594,0.2749,1.0000,0.1594,0.2749
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.1094,1.0000,0.1094,0.1972,1.0000,0.1094,0.1972
0.1781,1.0000,0.1781,0.3024,1.0000,0.1781,0.3024
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
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
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.7344,1.0000,0.7344,0.8468,1.0000,0.7344,0.8468
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.7844,1.0000,0.7844,0.8792,1.0000,0.7844,0.8792
0.1125,1.0000,0.1125,0.2022,1.0000,0.1125,0.2022
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.1812,1.0000,0.1812,0.3069,1.0000,0.1812,0.3069
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.6594,1.0000,0.6594,0.7947,1.0000,0.6594,0.7947
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.3812,1.0000,0.3812,0.5520,1.0000,0.3812,0.5520
0.1062,1.0000,0.1062,0.1921,1.0000,0.1062,0.1921
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.4969,1.0000,0.4969,0.6639,1.0000,0.4969,0.6639
0.9156,1.0000,0.9156,0.9560,1.0000,0.9156,0.9560
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.3375,1.0000,0.3375,0.5047,1.0000,0.3375,0.5047
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
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
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
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
376 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
377 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
378 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
379 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
380 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
381 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
382 0.1594 1.0000 0.1594 0.2749 1.0000 0.1594 0.2749
383 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
384 0.1094 1.0000 0.1094 0.1972 1.0000 0.1094 0.1972
385 0.1781 1.0000 0.1781 0.3024 1.0000 0.1781 0.3024
386 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
387 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
388 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
389 0.0125 1.0000 0.0125 0.0247 1.0000 0.0125 0.0247
390 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
391 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
392 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
393 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
394 0.7344 1.0000 0.7344 0.8468 1.0000 0.7344 0.8468
395 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
396 0.7844 1.0000 0.7844 0.8792 1.0000 0.7844 0.8792
397 0.1125 1.0000 0.1125 0.2022 1.0000 0.1125 0.2022
398 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
399 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
400 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
401 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
402 0.1812 1.0000 0.1812 0.3069 1.0000 0.1812 0.3069
403 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
404 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
405 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
406 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
407 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
408 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
409 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
410 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
411 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
412 0.6594 1.0000 0.6594 0.7947 1.0000 0.6594 0.7947
413 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
414 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
415 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
416 0.3812 1.0000 0.3812 0.5520 1.0000 0.3812 0.5520
417 0.1062 1.0000 0.1062 0.1921 1.0000 0.1062 0.1921
418 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
419 0.4969 1.0000 0.4969 0.6639 1.0000 0.4969 0.6639
420 0.9156 1.0000 0.9156 0.9560 1.0000 0.9156 0.9560
421 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
422 0.3375 1.0000 0.3375 0.5047 1.0000 0.3375 0.5047
423 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
424 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
425 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
426 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
427 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
428 0.0094 1.0000 0.0094 0.0186 1.0000 0.0094 0.0186
429 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
430 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
431 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
432 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000