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added reports and params

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2026-07-03 13:31:43 +02:00
parent 524991dc4e
commit 61da187012
33 changed files with 4872 additions and 755 deletions
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reports/CertifiedUnlearning/RESNET34/forget.csv Normal file
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accuracy,macro_precision,macro_recall,macro_f1,weighted_precision,weighted_recall,weighted_f1
0.0500,1.0000,0.0500,0.0952,1.0000,0.0500,0.0952
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.3625,1.0000,0.3625,0.5321,1.0000,0.3625,0.5321
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
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
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.5125,1.0000,0.5125,0.6777,1.0000,0.5125,0.6777
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.5000,1.0000,0.5000,0.6667,1.0000,0.5000,0.6667
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0500,1.0000,0.0500,0.0952,1.0000,0.0500,0.0952
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
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
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.3750,1.0000,0.3750,0.5455,1.0000,0.3750,0.5455
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.7125,1.0000,0.7125,0.8321,1.0000,0.7125,0.8321
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.3500,1.0000,0.3500,0.5185,1.0000,0.3500,0.5185
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
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
0.1250,1.0000,0.1250,0.2222,1.0000,0.1250,0.2222
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
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
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
0.2000,1.0000,0.2000,0.3333,1.0000,0.2000,0.3333
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0500,1.0000,0.0500,0.0952,1.0000,0.0500,0.0952
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
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
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
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
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
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
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
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
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
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
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
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
0.0500,1.0000,0.0500,0.0952,1.0000,0.0500,0.0952
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.5625,1.0000,0.5625,0.7200,1.0000,0.5625,0.7200
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
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
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
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
1 accuracy macro_precision macro_recall macro_f1 weighted_precision weighted_recall weighted_f1
2 0.0500 1.0000 0.0500 0.0952 1.0000 0.0500 0.0952
3 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
4 0.3625 1.0000 0.3625 0.5321 1.0000 0.3625 0.5321
5 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
7 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
8 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
9 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
10 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
11 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
12 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
13 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
14 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
15 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
16 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
17 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
18 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
19 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
20 0.0625 1.0000 0.0625 0.1176 1.0000 0.0625 0.1176
21 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
22 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
23 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
24 0.5125 1.0000 0.5125 0.6777 1.0000 0.5125 0.6777
25 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
26 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
27 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
28 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
29 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
30 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
31 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
32 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
33 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
34 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
35 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
36 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
37 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
38 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
39 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
40 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
41 0.5000 1.0000 0.5000 0.6667 1.0000 0.5000 0.6667
42 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
43 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
44 0.0500 1.0000 0.0500 0.0952 1.0000 0.0500 0.0952
45 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
46 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
47 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
48 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
49 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
50 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
51 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
52 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
53 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
54 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
55 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
56 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
57 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
58 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
59 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
60 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
61 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
62 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
63 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
64 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
65 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
66 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
67 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
68 0.1125 1.0000 0.1125 0.2022 1.0000 0.1125 0.2022
69 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
70 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
71 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
72 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
73 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
74 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
75 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
76 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
77 0.3750 1.0000 0.3750 0.5455 1.0000 0.3750 0.5455
78 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
79 0.7125 1.0000 0.7125 0.8321 1.0000 0.7125 0.8321
80 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
81 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
82 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
83 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
84 0.3500 1.0000 0.3500 0.5185 1.0000 0.3500 0.5185
85 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
86 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
87 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
88 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
89 0.1625 1.0000 0.1625 0.2796 1.0000 0.1625 0.2796
90 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
91 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
92 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
93 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
94 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
95 0.1250 1.0000 0.1250 0.2222 1.0000 0.1250 0.2222
96 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
97 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
98 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
99 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
100 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
101 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
102 0.1000 1.0000 0.1000 0.1818 1.0000 0.1000 0.1818
103 0.2000 1.0000 0.2000 0.3333 1.0000 0.2000 0.3333
104 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
105 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
106 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
107 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
108 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
109 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
110 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
111 0.0500 1.0000 0.0500 0.0952 1.0000 0.0500 0.0952
112 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
113 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
114 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
115 0.0375 1.0000 0.0375 0.0723 1.0000 0.0375 0.0723
116 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
117 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
118 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
119 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
120 0.0250 1.0000 0.0250 0.0488 1.0000 0.0250 0.0488
121 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
122 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
123 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
124 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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126 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
127 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
128 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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132 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
133 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
134 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
135 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
136 0.0125 1.0000 0.0125 0.0247 1.0000 0.0125 0.0247
137 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
138 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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141 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
142 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
143 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
144 0.0375 1.0000 0.0375 0.0723 1.0000 0.0375 0.0723
145 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
146 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
147 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
148 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
149 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
150 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
151 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
152 0.0750 1.0000 0.0750 0.1395 1.0000 0.0750 0.1395
153 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
154 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
155 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
156 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
157 0.0125 1.0000 0.0125 0.0247 1.0000 0.0125 0.0247
158 0.0500 1.0000 0.0500 0.0952 1.0000 0.0500 0.0952
159 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
160 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
161 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
162 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
163 0.5625 1.0000 0.5625 0.7200 1.0000 0.5625 0.7200
164 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
165 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
166 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
167 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
168 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
169 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
170 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
171 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
172 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
173 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
174 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
175 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
176 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
177 0.0625 1.0000 0.0625 0.1176 1.0000 0.0625 0.1176
178 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
179 0.0750 1.0000 0.0750 0.1395 1.0000 0.0750 0.1395
180 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
181 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
182 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000

182
reports/CertifiedUnlearning/RESNET34/forget_train.csv Normal file
View File

@@ -0,0 +1,182 @@
accuracy,macro_precision,macro_recall,macro_f1,weighted_precision,weighted_recall,weighted_f1
0.0281,1.0000,0.0281,0.0547,1.0000,0.0281,0.0547
0.0156,1.0000,0.0156,0.0308,1.0000,0.0156,0.0308
0.5000,1.0000,0.5000,0.6667,1.0000,0.5000,0.6667
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
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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
0.0031,1.0000,0.0031,0.0062,1.0000,0.0031,0.0062
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
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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
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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
0.7281,1.0000,0.7281,0.8427,1.0000,0.7281,0.8427
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0156,1.0000,0.0156,0.0308,1.0000,0.0156,0.0308
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
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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
0.6188,1.0000,0.6188,0.7645,1.0000,0.6188,0.7645
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0.0375,1.0000,0.0375,0.0723,1.0000,0.0375,0.0723
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0.1187,1.0000,0.1187,0.2123,1.0000,0.1187,0.2123
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0.4906,1.0000,0.4906,0.6583,1.0000,0.4906,0.6583
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.8812,1.0000,0.8812,0.9369,1.0000,0.8812,0.9369
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0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.4000,1.0000,0.4000,0.5714,1.0000,0.4000,0.5714
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
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0.1500,1.0000,0.1500,0.2609,1.0000,0.1500,0.2609
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
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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
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
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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
0.0688,1.0000,0.0688,0.1287,1.0000,0.0688,0.1287
0.2219,1.0000,0.2219,0.3632,1.0000,0.2219,0.3632
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0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.1656,1.0000,0.1656,0.2842,1.0000,0.1656,0.2842
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0500,1.0000,0.0500,0.0952,1.0000,0.0500,0.0952
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
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
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
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
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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
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
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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
0.0312,1.0000,0.0312,0.0606,1.0000,0.0312,0.0606
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
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
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
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
0.0813,1.0000,0.0813,0.1503,1.0000,0.0813,0.1503
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
0.5844,1.0000,0.5844,0.7377,1.0000,0.5844,0.7377
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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
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0688,1.0000,0.0688,0.1287,1.0000,0.0688,0.1287
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.1375,1.0000,0.1375,0.2418,1.0000,0.1375,0.2418
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
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
2 0.0281 1.0000 0.0281 0.0547 1.0000 0.0281 0.0547
3 0.0156 1.0000 0.0156 0.0308 1.0000 0.0156 0.0308
4 0.5000 1.0000 0.5000 0.6667 1.0000 0.5000 0.6667
5 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
6 0.0063 1.0000 0.0063 0.0124 1.0000 0.0063 0.0124
7 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
8 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
9 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
10 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
11 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
12 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
13 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
14 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
15 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
16 0.0031 1.0000 0.0031 0.0062 1.0000 0.0031 0.0062
17 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
18 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
19 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
20 0.0250 1.0000 0.0250 0.0488 1.0000 0.0250 0.0488
21 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
22 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
23 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
24 0.7281 1.0000 0.7281 0.8427 1.0000 0.7281 0.8427
25 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
26 0.0156 1.0000 0.0156 0.0308 1.0000 0.0156 0.0308
27 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
28 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
29 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
30 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
31 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
32 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
33 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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182
reports/CertifiedUnlearning/RESNET34/retain.csv Normal file
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accuracy,macro_precision,macro_recall,macro_f1,weighted_precision,weighted_recall,weighted_f1
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0.8671,0.9191,0.8671,0.8768,0.9191,0.8671,0.8768
0.8783,0.9099,0.8783,0.8802,0.9099,0.8783,0.8802
0.9316,0.9385,0.9316,0.9329,0.9385,0.9316,0.9329
0.9401,0.9433,0.9401,0.9405,0.9433,0.9401,0.9405
0.9217,0.9278,0.9217,0.9225,0.9278,0.9217,0.9225
0.9000,0.9262,0.9000,0.9055,0.9262,0.9000,0.9055
0.0730,0.0172,0.0730,0.0230,0.0172,0.0730,0.0230
0.9434,0.9479,0.9434,0.9441,0.9479,0.9434,0.9441
0.8158,0.8938,0.8158,0.8186,0.8938,0.8158,0.8186
0.9243,0.9296,0.9243,0.9246,0.9296,0.9243,0.9246
0.7684,0.9132,0.7684,0.8060,0.9132,0.7684,0.8060
0.3500,0.5517,0.3500,0.2872,0.5517,0.3500,0.2872
0.8368,0.8990,0.8368,0.8458,0.8990,0.8368,0.8458
0.8474,0.9095,0.8474,0.8605,0.9095,0.8474,0.8605
0.9421,0.9495,0.9421,0.9436,0.9495,0.9421,0.9436
0.9480,0.9512,0.9480,0.9482,0.9512,0.9480,0.9482
0.9059,0.9267,0.9059,0.9094,0.9267,0.9059,0.9094
0.9388,0.9427,0.9388,0.9391,0.9427,0.9388,0.9391
0.6046,0.9135,0.6046,0.6578,0.9135,0.6046,0.6578
0.8704,0.8981,0.8704,0.8711,0.8981,0.8704,0.8711
0.9487,0.9513,0.9487,0.9491,0.9513,0.9487,0.9491
0.9336,0.9371,0.9336,0.9338,0.9371,0.9336,0.9338
0.9401,0.9437,0.9401,0.9407,0.9437,0.9401,0.9407
0.4592,0.8157,0.4592,0.4758,0.8157,0.4592,0.4758
0.8901,0.9098,0.8901,0.8915,0.9098,0.8901,0.8915
0.9184,0.9272,0.9184,0.9193,0.9272,0.9184,0.9193
0.1533,0.4711,0.1533,0.1406,0.4711,0.1533,0.1406
0.8618,0.8965,0.8618,0.8651,0.8965,0.8618,0.8651
0.9395,0.9415,0.9395,0.9397,0.9415,0.9395,0.9397
0.9007,0.9184,0.9007,0.9033,0.9184,0.9007,0.9033
0.9322,0.9437,0.9322,0.9350,0.9437,0.9322,0.9350
0.6559,0.8956,0.6559,0.6970,0.8956,0.6559,0.6970
0.4914,0.6544,0.4914,0.4662,0.6544,0.4914,0.4662
0.0822,0.2539,0.0822,0.0507,0.2539,0.0822,0.0507
0.9382,0.9419,0.9382,0.9385,0.9419,0.9382,0.9385
0.9283,0.9365,0.9283,0.9296,0.9365,0.9283,0.9296
0.9250,0.9309,0.9250,0.9256,0.9309,0.9250,0.9256
0.6507,0.8499,0.6507,0.6666,0.8499,0.6507,0.6666
0.2855,0.8728,0.2855,0.3249,0.8728,0.2855,0.3249
0.8849,0.9143,0.8849,0.8889,0.9143,0.8849,0.8889
0.0612,0.2133,0.0612,0.0216,0.2133,0.0612,0.0216
0.9487,0.9509,0.9487,0.9490,0.9509,0.9487,0.9490
0.8789,0.9088,0.8789,0.8810,0.9088,0.8789,0.8810
0.7717,0.8719,0.7717,0.7786,0.8719,0.7717,0.7786
0.6007,0.8696,0.6007,0.6239,0.8696,0.6007,0.6239
0.9243,0.9300,0.9243,0.9251,0.9300,0.9243,0.9251
0.7454,0.8489,0.7454,0.7551,0.8489,0.7454,0.7551
0.8112,0.8729,0.8112,0.8159,0.8729,0.8112,0.8159
0.9191,0.9295,0.9191,0.9207,0.9295,0.9191,0.9207
0.8822,0.9212,0.8822,0.8912,0.9212,0.8822,0.8912
0.1447,0.1189,0.1447,0.0678,0.1189,0.1447,0.0678
0.7836,0.9043,0.7836,0.8094,0.9043,0.7836,0.8094
0.9342,0.9390,0.9342,0.9350,0.9390,0.9342,0.9350
0.2007,0.7454,0.2007,0.2223,0.7454,0.2007,0.2223
0.7618,0.8920,0.7618,0.7812,0.8920,0.7618,0.7812
0.9421,0.9438,0.9421,0.9421,0.9438,0.9421,0.9421
0.9382,0.9411,0.9382,0.9385,0.9411,0.9382,0.9385
0.9368,0.9396,0.9368,0.9369,0.9396,0.9368,0.9369
0.6868,0.8858,0.6868,0.7093,0.8858,0.6868,0.7093
0.5974,0.8714,0.5974,0.6424,0.8714,0.5974,0.6424
0.7947,0.8775,0.7947,0.8005,0.8775,0.7947,0.8005
1 accuracy macro_precision macro_recall macro_f1 weighted_precision weighted_recall weighted_f1
2 0.9395 0.9420 0.9395 0.9397 0.9420 0.9395 0.9397
3 0.9553 0.9564 0.9553 0.9555 0.9564 0.9553 0.9555
4 0.9559 0.9570 0.9559 0.9559 0.9570 0.9559 0.9559
5 0.9013 0.9258 0.9013 0.9061 0.9258 0.9013 0.9061
6 0.9368 0.9431 0.9368 0.9380 0.9431 0.9368 0.9380
7 0.6428 0.8757 0.6428 0.6625 0.8757 0.6428 0.6625
8 0.9487 0.9510 0.9487 0.9490 0.9510 0.9487 0.9490
9 0.9276 0.9386 0.9276 0.9299 0.9386 0.9276 0.9299
10 0.9046 0.9169 0.9046 0.9057 0.9169 0.9046 0.9057
11 0.9217 0.9273 0.9217 0.9222 0.9273 0.9217 0.9222
12 0.7382 0.9446 0.7382 0.7992 0.9446 0.7382 0.7992
13 0.8395 0.8965 0.8395 0.8487 0.8965 0.8395 0.8487
14 0.0967 0.1954 0.0967 0.0440 0.1954 0.0967 0.0440
15 0.3546 0.7100 0.3546 0.3285 0.7100 0.3546 0.3285
16 0.9461 0.9499 0.9461 0.9467 0.9499 0.9461 0.9467
17 0.9000 0.9258 0.9000 0.9058 0.9258 0.9000 0.9058
18 0.8954 0.9206 0.8954 0.9007 0.9206 0.8954 0.9007
19 0.9053 0.9179 0.9053 0.9070 0.9179 0.9053 0.9070
20 0.9414 0.9446 0.9414 0.9418 0.9446 0.9414 0.9418
21 0.8895 0.9119 0.8895 0.8924 0.9119 0.8895 0.8924
22 0.9263 0.9321 0.9263 0.9268 0.9321 0.9263 0.9268
23 0.8079 0.9061 0.8079 0.8296 0.9061 0.8079 0.8296
24 0.9539 0.9551 0.9539 0.9540 0.9551 0.9539 0.9540
25 0.3105 0.7421 0.3105 0.3367 0.7421 0.3105 0.3367
26 0.9401 0.9436 0.9401 0.9405 0.9436 0.9401 0.9405
27 0.9257 0.9316 0.9257 0.9250 0.9316 0.9257 0.9250
28 0.8474 0.8950 0.8474 0.8496 0.8950 0.8474 0.8496
29 0.8974 0.9192 0.8974 0.9012 0.9192 0.8974 0.9012
30 0.9224 0.9342 0.9224 0.9240 0.9342 0.9224 0.9240
31 0.8921 0.9141 0.8921 0.8954 0.9141 0.8921 0.8954
32 0.7289 0.8936 0.7289 0.7684 0.8936 0.7289 0.7684
33 0.8526 0.8912 0.8526 0.8567 0.8912 0.8526 0.8567
34 0.9303 0.9371 0.9303 0.9313 0.9371 0.9303 0.9313
35 0.1368 0.4546 0.1368 0.0833 0.4546 0.1368 0.0833
36 0.8586 0.8898 0.8586 0.8592 0.8898 0.8586 0.8592
37 0.4204 0.7968 0.4204 0.4326 0.7968 0.4204 0.4326
38 0.9414 0.9434 0.9414 0.9415 0.9434 0.9414 0.9415
39 0.9191 0.9288 0.9191 0.9191 0.9288 0.9191 0.9191
40 0.8428 0.8838 0.8428 0.8404 0.8838 0.8428 0.8404
41 0.9447 0.9467 0.9447 0.9448 0.9467 0.9447 0.9448
42 0.9158 0.9339 0.9158 0.9192 0.9339 0.9158 0.9192
43 0.6500 0.8307 0.6500 0.6530 0.8307 0.6500 0.6530
44 0.9520 0.9532 0.9520 0.9521 0.9532 0.9520 0.9521
45 0.8263 0.8769 0.8263 0.8279 0.8769 0.8263 0.8279
46 0.8914 0.9284 0.8914 0.9021 0.9284 0.8914 0.9021
47 0.8743 0.9006 0.8743 0.8747 0.9006 0.8743 0.8747
48 0.8993 0.9188 0.8993 0.9020 0.9188 0.8993 0.9020
49 0.9322 0.9386 0.9322 0.9331 0.9386 0.9322 0.9331
50 0.9230 0.9319 0.9230 0.9241 0.9319 0.9230 0.9241
51 0.6829 0.8465 0.6829 0.6933 0.8465 0.6829 0.6933
52 0.9184 0.9304 0.9184 0.9205 0.9304 0.9184 0.9205
53 0.4717 0.8341 0.4717 0.5098 0.8341 0.4717 0.5098
54 0.9026 0.9269 0.9026 0.9079 0.9269 0.9026 0.9079
55 0.9388 0.9441 0.9388 0.9395 0.9441 0.9388 0.9395
56 0.8816 0.9183 0.8816 0.8891 0.9183 0.8816 0.8891
57 0.9336 0.9381 0.9336 0.9333 0.9381 0.9336 0.9333
58 0.1592 0.3223 0.1592 0.0862 0.3223 0.1592 0.0862
59 0.8961 0.9109 0.8961 0.8979 0.9109 0.8961 0.8979
60 0.9013 0.9242 0.9013 0.9051 0.9242 0.9013 0.9051
61 0.9336 0.9400 0.9336 0.9341 0.9400 0.9336 0.9341
62 0.9289 0.9379 0.9289 0.9305 0.9379 0.9289 0.9305
63 0.9066 0.9186 0.9066 0.9070 0.9186 0.9066 0.9070
64 0.9375 0.9422 0.9375 0.9384 0.9422 0.9375 0.9384
65 0.9257 0.9303 0.9257 0.9254 0.9303 0.9257 0.9254
66 0.8579 0.9083 0.8579 0.8663 0.9083 0.8579 0.8663
67 0.8559 0.8996 0.8559 0.8634 0.8996 0.8559 0.8634
68 0.9493 0.9523 0.9493 0.9495 0.9523 0.9493 0.9495
69 0.7921 0.8817 0.7921 0.8071 0.8817 0.7921 0.8071
70 0.8395 0.8804 0.8395 0.8407 0.8804 0.8395 0.8407
71 0.9368 0.9423 0.9368 0.9374 0.9423 0.9368 0.9374
72 0.5842 0.8898 0.5842 0.6407 0.8898 0.5842 0.6407
73 0.1605 0.3060 0.1605 0.1132 0.3060 0.1605 0.1132
74 0.7428 0.8557 0.7428 0.7505 0.8557 0.7428 0.7505
75 0.8678 0.9047 0.8678 0.8756 0.9047 0.8678 0.8756
76 0.8224 0.9062 0.8224 0.8392 0.9062 0.8224 0.8392
77 0.9533 0.9558 0.9533 0.9538 0.9558 0.9533 0.9538
78 0.9461 0.9483 0.9461 0.9462 0.9483 0.9461 0.9462
79 0.9533 0.9541 0.9533 0.9534 0.9541 0.9533 0.9534
80 0.7197 0.8625 0.7197 0.7308 0.8625 0.7197 0.7308
81 0.2441 0.8295 0.2441 0.2817 0.8295 0.2441 0.2817
82 0.9046 0.9192 0.9046 0.9059 0.9192 0.9046 0.9059
83 0.7553 0.8849 0.7553 0.7791 0.8849 0.7553 0.7791
84 0.9441 0.9473 0.9441 0.9446 0.9473 0.9441 0.9446
85 0.3434 0.7953 0.3434 0.3285 0.7953 0.3434 0.3285
86 0.7829 0.8644 0.7829 0.7828 0.8644 0.7829 0.7828
87 0.9053 0.9283 0.9053 0.9104 0.9283 0.9053 0.9104
88 0.9322 0.9412 0.9322 0.9339 0.9412 0.9322 0.9339
89 0.9507 0.9545 0.9507 0.9513 0.9545 0.9507 0.9513
90 0.2862 0.7748 0.2862 0.2976 0.7748 0.2862 0.2976
91 0.9066 0.9157 0.9066 0.9079 0.9157 0.9066 0.9079
92 0.0447 0.0047 0.0447 0.0086 0.0047 0.0447 0.0086
93 0.0704 0.1012 0.0704 0.0343 0.1012 0.0704 0.0343
94 0.8645 0.8949 0.8645 0.8680 0.8949 0.8645 0.8680
95 0.9507 0.9522 0.9507 0.9509 0.9522 0.9507 0.9509
96 0.8230 0.8767 0.8230 0.8246 0.8767 0.8230 0.8246
97 0.3349 0.5789 0.3349 0.3080 0.5789 0.3349 0.3080
98 0.8901 0.9063 0.8901 0.8922 0.9063 0.8901 0.8922
99 0.8671 0.9035 0.8671 0.8733 0.9035 0.8671 0.8733
100 0.3368 0.8184 0.3368 0.3841 0.8184 0.3368 0.3841
101 0.7829 0.9076 0.7829 0.8099 0.9076 0.7829 0.8099
102 0.8855 0.9233 0.8855 0.8941 0.9233 0.8855 0.8941
103 0.9428 0.9441 0.9428 0.9427 0.9441 0.9428 0.9427
104 0.9368 0.9399 0.9368 0.9371 0.9399 0.9368 0.9371
105 0.2888 0.4046 0.2888 0.1979 0.4046 0.2888 0.1979
106 0.9401 0.9411 0.9401 0.9396 0.9411 0.9401 0.9396
107 0.9026 0.9198 0.9026 0.9048 0.9198 0.9026 0.9048
108 0.8112 0.8734 0.8112 0.8179 0.8734 0.8112 0.8179
109 0.8908 0.9087 0.8908 0.8923 0.9087 0.8908 0.8923
110 0.2276 0.3946 0.2276 0.1716 0.3946 0.2276 0.1716
111 0.9474 0.9487 0.9474 0.9474 0.9487 0.9474 0.9474
112 0.4954 0.9219 0.4954 0.5724 0.9219 0.4954 0.5724
113 0.2625 0.4674 0.2625 0.1735 0.4674 0.2625 0.1735
114 0.4263 0.7974 0.4263 0.4043 0.7974 0.4263 0.4043
115 0.9408 0.9448 0.9408 0.9412 0.9448 0.9408 0.9412
116 0.8342 0.8909 0.8342 0.8426 0.8909 0.8342 0.8426
117 0.9296 0.9339 0.9296 0.9301 0.9339 0.9296 0.9301
118 0.9388 0.9410 0.9388 0.9390 0.9410 0.9388 0.9390
119 0.7783 0.8611 0.7783 0.7823 0.8611 0.7783 0.7823
120 0.9388 0.9421 0.9388 0.9390 0.9421 0.9388 0.9390
121 0.8671 0.8922 0.8671 0.8686 0.8922 0.8671 0.8686
122 0.8671 0.9191 0.8671 0.8768 0.9191 0.8671 0.8768
123 0.8783 0.9099 0.8783 0.8802 0.9099 0.8783 0.8802
124 0.9316 0.9385 0.9316 0.9329 0.9385 0.9316 0.9329
125 0.9401 0.9433 0.9401 0.9405 0.9433 0.9401 0.9405
126 0.9217 0.9278 0.9217 0.9225 0.9278 0.9217 0.9225
127 0.9000 0.9262 0.9000 0.9055 0.9262 0.9000 0.9055
128 0.0730 0.0172 0.0730 0.0230 0.0172 0.0730 0.0230
129 0.9434 0.9479 0.9434 0.9441 0.9479 0.9434 0.9441
130 0.8158 0.8938 0.8158 0.8186 0.8938 0.8158 0.8186
131 0.9243 0.9296 0.9243 0.9246 0.9296 0.9243 0.9246
132 0.7684 0.9132 0.7684 0.8060 0.9132 0.7684 0.8060
133 0.3500 0.5517 0.3500 0.2872 0.5517 0.3500 0.2872
134 0.8368 0.8990 0.8368 0.8458 0.8990 0.8368 0.8458
135 0.8474 0.9095 0.8474 0.8605 0.9095 0.8474 0.8605
136 0.9421 0.9495 0.9421 0.9436 0.9495 0.9421 0.9436
137 0.9480 0.9512 0.9480 0.9482 0.9512 0.9480 0.9482
138 0.9059 0.9267 0.9059 0.9094 0.9267 0.9059 0.9094
139 0.9388 0.9427 0.9388 0.9391 0.9427 0.9388 0.9391
140 0.6046 0.9135 0.6046 0.6578 0.9135 0.6046 0.6578
141 0.8704 0.8981 0.8704 0.8711 0.8981 0.8704 0.8711
142 0.9487 0.9513 0.9487 0.9491 0.9513 0.9487 0.9491
143 0.9336 0.9371 0.9336 0.9338 0.9371 0.9336 0.9338
144 0.9401 0.9437 0.9401 0.9407 0.9437 0.9401 0.9407
145 0.4592 0.8157 0.4592 0.4758 0.8157 0.4592 0.4758
146 0.8901 0.9098 0.8901 0.8915 0.9098 0.8901 0.8915
147 0.9184 0.9272 0.9184 0.9193 0.9272 0.9184 0.9193
148 0.1533 0.4711 0.1533 0.1406 0.4711 0.1533 0.1406
149 0.8618 0.8965 0.8618 0.8651 0.8965 0.8618 0.8651
150 0.9395 0.9415 0.9395 0.9397 0.9415 0.9395 0.9397
151 0.9007 0.9184 0.9007 0.9033 0.9184 0.9007 0.9033
152 0.9322 0.9437 0.9322 0.9350 0.9437 0.9322 0.9350
153 0.6559 0.8956 0.6559 0.6970 0.8956 0.6559 0.6970
154 0.4914 0.6544 0.4914 0.4662 0.6544 0.4914 0.4662
155 0.0822 0.2539 0.0822 0.0507 0.2539 0.0822 0.0507
156 0.9382 0.9419 0.9382 0.9385 0.9419 0.9382 0.9385
157 0.9283 0.9365 0.9283 0.9296 0.9365 0.9283 0.9296
158 0.9250 0.9309 0.9250 0.9256 0.9309 0.9250 0.9256
159 0.6507 0.8499 0.6507 0.6666 0.8499 0.6507 0.6666
160 0.2855 0.8728 0.2855 0.3249 0.8728 0.2855 0.3249
161 0.8849 0.9143 0.8849 0.8889 0.9143 0.8849 0.8889
162 0.0612 0.2133 0.0612 0.0216 0.2133 0.0612 0.0216
163 0.9487 0.9509 0.9487 0.9490 0.9509 0.9487 0.9490
164 0.8789 0.9088 0.8789 0.8810 0.9088 0.8789 0.8810
165 0.7717 0.8719 0.7717 0.7786 0.8719 0.7717 0.7786
166 0.6007 0.8696 0.6007 0.6239 0.8696 0.6007 0.6239
167 0.9243 0.9300 0.9243 0.9251 0.9300 0.9243 0.9251
168 0.7454 0.8489 0.7454 0.7551 0.8489 0.7454 0.7551
169 0.8112 0.8729 0.8112 0.8159 0.8729 0.8112 0.8159
170 0.9191 0.9295 0.9191 0.9207 0.9295 0.9191 0.9207
171 0.8822 0.9212 0.8822 0.8912 0.9212 0.8822 0.8912
172 0.1447 0.1189 0.1447 0.0678 0.1189 0.1447 0.0678
173 0.7836 0.9043 0.7836 0.8094 0.9043 0.7836 0.8094
174 0.9342 0.9390 0.9342 0.9350 0.9390 0.9342 0.9350
175 0.2007 0.7454 0.2007 0.2223 0.7454 0.2007 0.2223
176 0.7618 0.8920 0.7618 0.7812 0.8920 0.7618 0.7812
177 0.9421 0.9438 0.9421 0.9421 0.9438 0.9421 0.9421
178 0.9382 0.9411 0.9382 0.9385 0.9411 0.9382 0.9385
179 0.9368 0.9396 0.9368 0.9369 0.9396 0.9368 0.9369
180 0.6868 0.8858 0.6868 0.7093 0.8858 0.6868 0.7093
181 0.5974 0.8714 0.5974 0.6424 0.8714 0.5974 0.6424
182 0.7947 0.8775 0.7947 0.8005 0.8775 0.7947 0.8005

233
reports/CertifiedUnlearning/ResNet/time_metrics.txt Normal file
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execution_time_sec
694.885636
694.603929
694.289521
694.251959
694.489893
694.476680
694.684047
694.595256
694.335008
694.979527
694.827956
694.747950
694.377617
694.808482
694.457737
693.867783
694.608748
693.981431
694.415067
694.015972
694.777692
694.465398
694.582325
694.581984
694.759200
694.688170
694.796203
694.642541
694.752118
694.665401
694.588823
694.641001
694.601991
694.684462
694.760856
701.145855
710.367862
395.622126
395.411873
395.804363
395.461107
395.302752
395.270758
395.398399
395.394662
395.291731
395.375720
395.469406
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5
reports/CertifiedUnlearning/params.txt Normal file
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Model, scale, l2_reg, s1, s2 BS gamma std
ResNet18 14500 0.00002 2 300 8
ResNet34 20200 0.000002 2 350 16 0.01 0.00001
GoogleNet