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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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reports/CertifiedUnlearning/RESNET34/retain.csv
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@@ -376,3 +376,57 @@ accuracy,macro_precision,macro_recall,macro_f1,weighted_precision,weighted_recal
0.9053,0.9214,0.9053,0.9081,0.9214,0.9053,0.9081
0.0533,0.0343,0.0533,0.0077,0.0343,0.0533,0.0077
0.7171,0.8599,0.7171,0.7316,0.8599,0.7171,0.7316
0.9230,0.9359,0.9230,0.9258,0.9359,0.9230,0.9258
0.8842,0.9131,0.8842,0.8898,0.9131,0.8842,0.8898
0.5572,0.8343,0.5572,0.5496,0.8343,0.5572,0.5496
0.9395,0.9433,0.9395,0.9400,0.9433,0.9395,0.9400
0.4888,0.8411,0.4888,0.4827,0.8411,0.4888,0.4827
0.9408,0.9432,0.9408,0.9412,0.9432,0.9408,0.9412
0.9329,0.9414,0.9329,0.9341,0.9414,0.9329,0.9341
0.9362,0.9418,0.9362,0.9369,0.9418,0.9362,0.9369
0.9461,0.9486,0.9461,0.9462,0.9486,0.9461,0.9462
0.0546,0.0554,0.0546,0.0091,0.0554,0.0546,0.0091
0.9480,0.9517,0.9480,0.9486,0.9517,0.9480,0.9486
0.9276,0.9364,0.9276,0.9288,0.9364,0.9276,0.9288
0.9230,0.9317,0.9230,0.9234,0.9317,0.9230,0.9234
0.8934,0.9175,0.8934,0.8983,0.9175,0.8934,0.8983
0.6401,0.8488,0.6401,0.6484,0.8488,0.6401,0.6484
0.9474,0.9493,0.9474,0.9476,0.9493,0.9474,0.9476
0.1704,0.2866,0.1704,0.0875,0.2866,0.1704,0.0875
0.9480,0.9498,0.9480,0.9483,0.9498,0.9480,0.9483
0.9428,0.9470,0.9428,0.9431,0.9470,0.9428,0.9431
0.8059,0.8877,0.8059,0.8163,0.8877,0.8059,0.8163
0.9513,0.9531,0.9513,0.9515,0.9531,0.9513,0.9515
0.2480,0.4844,0.2480,0.2043,0.4844,0.2480,0.2043
0.8934,0.9220,0.8934,0.8995,0.9220,0.8934,0.8995
0.9447,0.9494,0.9447,0.9455,0.9494,0.9447,0.9455
0.9355,0.9410,0.9355,0.9364,0.9410,0.9355,0.9364
0.8836,0.9200,0.8836,0.8914,0.9200,0.8836,0.8914
0.1046,0.1952,0.1046,0.0543,0.1952,0.1046,0.0543
0.8441,0.8947,0.8441,0.8513,0.8947,0.8441,0.8513
0.9125,0.9234,0.9125,0.9135,0.9234,0.9125,0.9135
0.4151,0.7134,0.4151,0.3699,0.7134,0.4151,0.3699
0.9454,0.9500,0.9454,0.9463,0.9500,0.9454,0.9463
0.9375,0.9438,0.9375,0.9386,0.9438,0.9375,0.9386
0.7559,0.8854,0.7559,0.7774,0.8854,0.7559,0.7774
0.9421,0.9467,0.9421,0.9427,0.9467,0.9421,0.9427
0.8013,0.8818,0.8013,0.8134,0.8818,0.8013,0.8134
0.8132,0.9213,0.8132,0.8447,0.9213,0.8132,0.8447
0.5289,0.8430,0.5289,0.5306,0.8430,0.5289,0.5306
0.9474,0.9493,0.9474,0.9477,0.9493,0.9474,0.9477
0.9368,0.9410,0.9368,0.9371,0.9410,0.9368,0.9371
0.9086,0.9250,0.9086,0.9116,0.9250,0.9086,0.9116
0.9500,0.9517,0.9500,0.9503,0.9517,0.9500,0.9503
0.9513,0.9533,0.9513,0.9516,0.9533,0.9513,0.9516
0.9237,0.9333,0.9237,0.9255,0.9333,0.9237,0.9255
0.9447,0.9472,0.9447,0.9451,0.9472,0.9447,0.9451
0.8316,0.9040,0.8316,0.8458,0.9040,0.8316,0.8458
0.8941,0.9206,0.8941,0.8978,0.9206,0.8941,0.8978
0.8974,0.9165,0.8974,0.8989,0.9165,0.8974,0.8989
0.5586,0.8841,0.5586,0.5802,0.8841,0.5586,0.5802
0.8382,0.9133,0.8382,0.8565,0.9133,0.8382,0.8565
0.9428,0.9483,0.9428,0.9437,0.9483,0.9428,0.9437
0.9086,0.9200,0.9086,0.9094,0.9200,0.9086,0.9094
0.7046,0.8702,0.7046,0.7201,0.8702,0.7046,0.7201
0.0789,0.0145,0.0789,0.0229,0.0145,0.0789,0.0229
0.8559,0.9075,0.8559,0.8674,0.9075,0.8559,0.8674
1 accuracy macro_precision macro_recall macro_f1 weighted_precision weighted_recall weighted_f1
376 0.9053 0.9214 0.9053 0.9081 0.9214 0.9053 0.9081
377 0.0533 0.0343 0.0533 0.0077 0.0343 0.0533 0.0077
378 0.7171 0.8599 0.7171 0.7316 0.8599 0.7171 0.7316
379 0.9230 0.9359 0.9230 0.9258 0.9359 0.9230 0.9258
380 0.8842 0.9131 0.8842 0.8898 0.9131 0.8842 0.8898
381 0.5572 0.8343 0.5572 0.5496 0.8343 0.5572 0.5496
382 0.9395 0.9433 0.9395 0.9400 0.9433 0.9395 0.9400
383 0.4888 0.8411 0.4888 0.4827 0.8411 0.4888 0.4827
384 0.9408 0.9432 0.9408 0.9412 0.9432 0.9408 0.9412
385 0.9329 0.9414 0.9329 0.9341 0.9414 0.9329 0.9341
386 0.9362 0.9418 0.9362 0.9369 0.9418 0.9362 0.9369
387 0.9461 0.9486 0.9461 0.9462 0.9486 0.9461 0.9462
388 0.0546 0.0554 0.0546 0.0091 0.0554 0.0546 0.0091
389 0.9480 0.9517 0.9480 0.9486 0.9517 0.9480 0.9486
390 0.9276 0.9364 0.9276 0.9288 0.9364 0.9276 0.9288
391 0.9230 0.9317 0.9230 0.9234 0.9317 0.9230 0.9234
392 0.8934 0.9175 0.8934 0.8983 0.9175 0.8934 0.8983
393 0.6401 0.8488 0.6401 0.6484 0.8488 0.6401 0.6484
394 0.9474 0.9493 0.9474 0.9476 0.9493 0.9474 0.9476
395 0.1704 0.2866 0.1704 0.0875 0.2866 0.1704 0.0875
396 0.9480 0.9498 0.9480 0.9483 0.9498 0.9480 0.9483
397 0.9428 0.9470 0.9428 0.9431 0.9470 0.9428 0.9431
398 0.8059 0.8877 0.8059 0.8163 0.8877 0.8059 0.8163
399 0.9513 0.9531 0.9513 0.9515 0.9531 0.9513 0.9515
400 0.2480 0.4844 0.2480 0.2043 0.4844 0.2480 0.2043
401 0.8934 0.9220 0.8934 0.8995 0.9220 0.8934 0.8995
402 0.9447 0.9494 0.9447 0.9455 0.9494 0.9447 0.9455
403 0.9355 0.9410 0.9355 0.9364 0.9410 0.9355 0.9364
404 0.8836 0.9200 0.8836 0.8914 0.9200 0.8836 0.8914
405 0.1046 0.1952 0.1046 0.0543 0.1952 0.1046 0.0543
406 0.8441 0.8947 0.8441 0.8513 0.8947 0.8441 0.8513
407 0.9125 0.9234 0.9125 0.9135 0.9234 0.9125 0.9135
408 0.4151 0.7134 0.4151 0.3699 0.7134 0.4151 0.3699
409 0.9454 0.9500 0.9454 0.9463 0.9500 0.9454 0.9463
410 0.9375 0.9438 0.9375 0.9386 0.9438 0.9375 0.9386
411 0.7559 0.8854 0.7559 0.7774 0.8854 0.7559 0.7774
412 0.9421 0.9467 0.9421 0.9427 0.9467 0.9421 0.9427
413 0.8013 0.8818 0.8013 0.8134 0.8818 0.8013 0.8134
414 0.8132 0.9213 0.8132 0.8447 0.9213 0.8132 0.8447
415 0.5289 0.8430 0.5289 0.5306 0.8430 0.5289 0.5306
416 0.9474 0.9493 0.9474 0.9477 0.9493 0.9474 0.9477
417 0.9368 0.9410 0.9368 0.9371 0.9410 0.9368 0.9371
418 0.9086 0.9250 0.9086 0.9116 0.9250 0.9086 0.9116
419 0.9500 0.9517 0.9500 0.9503 0.9517 0.9500 0.9503
420 0.9513 0.9533 0.9513 0.9516 0.9533 0.9513 0.9516
421 0.9237 0.9333 0.9237 0.9255 0.9333 0.9237 0.9255
422 0.9447 0.9472 0.9447 0.9451 0.9472 0.9447 0.9451
423 0.8316 0.9040 0.8316 0.8458 0.9040 0.8316 0.8458
424 0.8941 0.9206 0.8941 0.8978 0.9206 0.8941 0.8978
425 0.8974 0.9165 0.8974 0.8989 0.9165 0.8974 0.8989
426 0.5586 0.8841 0.5586 0.5802 0.8841 0.5586 0.5802
427 0.8382 0.9133 0.8382 0.8565 0.9133 0.8382 0.8565
428 0.9428 0.9483 0.9428 0.9437 0.9483 0.9428 0.9437
429 0.9086 0.9200 0.9086 0.9094 0.9200 0.9086 0.9094
430 0.7046 0.8702 0.7046 0.7201 0.8702 0.7046 0.7201
431 0.0789 0.0145 0.0789 0.0229 0.0145 0.0789 0.0229
432 0.8559 0.9075 0.8559 0.8674 0.9075 0.8559 0.8674