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final curiousity experiments

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Tinsae
2026-07-12 12:47:44 +02:00
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reports/CertifiedUnlearning/values.csv Normal file
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target_class, parameter_mia_accuracy, lookalike_accuracy, A-Dist, JS-Dist
0,0.500000,0.829167, 0.020833, 0.635532
1,0.500000,0.197917, 0.104167, 0.451290
2,0.500000,0.454167, 0.093750, 0.492340
3,0.500000,0.650000, 0.062500, 0.453693
4,0.500000,0.258333, 0.343750, 0.575972
5,0.500000,0.585417, 0.281250, 0.562983
6,0.500000,0.256250, 0.302083, 0.465092
7,0.500000,0.550000, 0.177083, 0.511510
8,0.500000,0.331250, 0.072917, 0.473632
9,0.500000,0.985417, 0.343750, 0.725261
10,0.500000,1.000000, 0.031250, 0.633027
11,0.500000,0.820833, 0.208333, 0.578812
12,0.500000,0.756250, 0.239583, 0.636515
13,0.500000,0.987500, 0.052083, 0.668559
14,0.500000,0.270833, 0.010417, 0.467717
15,0.500000,0.252083, 0.083333, 0.540191
16,0.500000,0.385417, 0.114583, 0.470983
17,0.500000,0.322917, 0.135417, 0.487943
18,0.500000,0.487500, 0.031250, 0.492180
19,0.500000,0.547917, 0.041667, 0.575168
0,0.500000,0.950000, 0.208333, 0.655901
1,0.500000,0.206250, 0.083333, 0.517121
2,0.500000,0.387500, 0.125000, 0.505111
3,0.500000,0.827083, 0.166667, 0.552245
4,0.500000,0.256250, 0.281250, 0.575184
5,0.500000,0.562500, 0.270833, 0.548510
6,0.500000,0.252083, 0.270833, 0.532519
7,0.500000,0.429167, 0.000000, 0.543832
8,0.500000,0.204167, 0.145833, 0.511732
9,0.500000,0.437500, 0.052083, 0.558003
10,0.500000,1.000000, 0.104167, 0.707821
11,0.500000,0.743750, 0.114583, 0.602524
12,0.500000,0.477083, 0.125000, 0.515099
13,0.500000,0.987500, 0.135417, 0.742003
14,0.500000,0.322917, 0.104167, 0.490033
15,0.500000,0.329167, 0.041667, 0.540890
16,0.500000,0.962500, 0.166667, 0.475392
17,0.500000,0.372917, 0.083333, 0.455598
18,0.500000,0.527083, 0.072917, 0.537237
19,0.500000,0.252083, 0.166667, 0.484630
0,0.500000,0.979167, 0.125000, 0.703407
1,0.500000,0.116667, 0.177083, 0.500014
2,0.500000,0.360417, 0.104167, 0.497060
3,0.500000,0.947917, 0.250000, 0.599938
4,0.500000,0.283333, 0.312500, 0.582296
5,0.500000,0.927083, 0.041667, 0.610601
6,0.500000,0.277083, 0.343750, 0.515391
7,0.500000,0.495833, 0.041667, 0.470818
8,0.500000,0.356250, 0.114583, 0.542806
9,0.500000,0.993750, 0.229167, 0.732571
10,0.500000,1.000000, 0.052083, 0.632766
11,0.500000,0.712500, 0.208333, 0.551207
12,0.500000,0.193750, 0.239583, 0.412040
13,0.500000,0.993750, 0.135417, 0.677506
14,0.500000,0.354167, 0.177083, 0.462473
15,0.500000,0.285417, 0.114583, 0.545430
16,0.500000,0.454167, 0.218750, 0.527519
17,0.500000,0.285417, 0.104167, 0.480010
18,0.525000,0.666667, 0.166667, 0.539912
19,0.500000,0.633333, 0.239583, 0.502165
0,0.500000,0.637500, 0.010417, 0.580623
1,0.500000,0.202083, 0.135417, 0.490814
2,0.500000,0.275000, 0.000000, 0.520270
3,0.500000,0.500000, 0.166667, 0.401563
4,0.500000,0.597917, 0.062500, 0.588209
5,0.500000,0.991667, 0.020833, 0.682998
6,0.500000,0.222917, 0.302083, 0.515843
7,0.500000,0.281250, 0.156250, 0.557951
8,0.500000,0.191667, 0.052083, 0.457328
9,0.500000,0.987500, 0.208333, 0.676620
10,0.500000,1.000000, 0.166667, 0.723199
11,0.500000,0.958333, 0.062500, 0.681015
12,0.500000,0.495833, 0.208333, 0.518211
13,0.500000,0.993750, 0.062500, 0.696251
14,0.500000,0.283333, 0.104167, 0.480926
15,0.500000,0.287500, 0.114583, 0.535151
16,0.500000,0.704167, 0.218750, 0.475464
17,0.500000,0.368750, 0.145833, 0.462922
18,0.518750,0.489583, 0.166667, 0.549473
19,0.500000,0.366667, 0.093750, 0.511173
0,0.500000,0.993750, 0.072917, 0.674594
1,0.500000,0.208333, 0.104167, 0.509519
2,0.500000,0.200000, 0.083333, 0.554513
3,0.500000,0.639583, 0.072917, 0.472225
4,0.500000,0.272917, 0.250000, 0.572284
5,0.500000,0.995833, 0.125000, 0.645992
6,0.500000,0.289583, 0.156250, 0.505494
7,0.500000,0.329167, 0.125000, 0.562745
8,0.500000,0.506250, 0.072917, 0.586938
9,0.500000,0.647917, 0.093750, 0.621831
10,0.500000,1.000000, 0.260417, 0.760782
11,0.500000,0.708333, 0.104167, 0.595735
12,0.500000,0.447917, 0.239583, 0.414643
13,0.500000,0.954167, 0.104167, 0.513961
14,0.500000,0.318750, 0.208333, 0.476281
15,0.500000,0.320833, 0.062500, 0.540674
16,0.500000,0.589583, 0.156250, 0.525595
17,0.500000,0.295833, 0.052083, 0.456003
18,0.500000,0.612500, 0.104167, 0.526532
19,0.500000,0.362500, 0.041667, 0.469123
0,0.500000,0.852083, 0.145833, 0.652528
1,0.500000,0.185417, 0.052083, 0.504167
1 target_class parameter_mia_accuracy lookalike_accuracy A-Dist JS-Dist
2 0 0.500000 0.829167 0.020833 0.635532
3 1 0.500000 0.197917 0.104167 0.451290
4 2 0.500000 0.454167 0.093750 0.492340
5 3 0.500000 0.650000 0.062500 0.453693
6 4 0.500000 0.258333 0.343750 0.575972
7 5 0.500000 0.585417 0.281250 0.562983
8 6 0.500000 0.256250 0.302083 0.465092
9 7 0.500000 0.550000 0.177083 0.511510
10 8 0.500000 0.331250 0.072917 0.473632
11 9 0.500000 0.985417 0.343750 0.725261
12 10 0.500000 1.000000 0.031250 0.633027
13 11 0.500000 0.820833 0.208333 0.578812
14 12 0.500000 0.756250 0.239583 0.636515
15 13 0.500000 0.987500 0.052083 0.668559
16 14 0.500000 0.270833 0.010417 0.467717
17 15 0.500000 0.252083 0.083333 0.540191
18 16 0.500000 0.385417 0.114583 0.470983
19 17 0.500000 0.322917 0.135417 0.487943
20 18 0.500000 0.487500 0.031250 0.492180
21 19 0.500000 0.547917 0.041667 0.575168
22 0 0.500000 0.950000 0.208333 0.655901
23 1 0.500000 0.206250 0.083333 0.517121
24 2 0.500000 0.387500 0.125000 0.505111
25 3 0.500000 0.827083 0.166667 0.552245
26 4 0.500000 0.256250 0.281250 0.575184
27 5 0.500000 0.562500 0.270833 0.548510
28 6 0.500000 0.252083 0.270833 0.532519
29 7 0.500000 0.429167 0.000000 0.543832
30 8 0.500000 0.204167 0.145833 0.511732
31 9 0.500000 0.437500 0.052083 0.558003
32 10 0.500000 1.000000 0.104167 0.707821
33 11 0.500000 0.743750 0.114583 0.602524
34 12 0.500000 0.477083 0.125000 0.515099
35 13 0.500000 0.987500 0.135417 0.742003
36 14 0.500000 0.322917 0.104167 0.490033
37 15 0.500000 0.329167 0.041667 0.540890
38 16 0.500000 0.962500 0.166667 0.475392
39 17 0.500000 0.372917 0.083333 0.455598
40 18 0.500000 0.527083 0.072917 0.537237
41 19 0.500000 0.252083 0.166667 0.484630
42 0 0.500000 0.979167 0.125000 0.703407
43 1 0.500000 0.116667 0.177083 0.500014
44 2 0.500000 0.360417 0.104167 0.497060
45 3 0.500000 0.947917 0.250000 0.599938
46 4 0.500000 0.283333 0.312500 0.582296
47 5 0.500000 0.927083 0.041667 0.610601
48 6 0.500000 0.277083 0.343750 0.515391
49 7 0.500000 0.495833 0.041667 0.470818
50 8 0.500000 0.356250 0.114583 0.542806
51 9 0.500000 0.993750 0.229167 0.732571
52 10 0.500000 1.000000 0.052083 0.632766
53 11 0.500000 0.712500 0.208333 0.551207
54 12 0.500000 0.193750 0.239583 0.412040
55 13 0.500000 0.993750 0.135417 0.677506
56 14 0.500000 0.354167 0.177083 0.462473
57 15 0.500000 0.285417 0.114583 0.545430
58 16 0.500000 0.454167 0.218750 0.527519
59 17 0.500000 0.285417 0.104167 0.480010
60 18 0.525000 0.666667 0.166667 0.539912
61 19 0.500000 0.633333 0.239583 0.502165
62 0 0.500000 0.637500 0.010417 0.580623
63 1 0.500000 0.202083 0.135417 0.490814
64 2 0.500000 0.275000 0.000000 0.520270
65 3 0.500000 0.500000 0.166667 0.401563
66 4 0.500000 0.597917 0.062500 0.588209
67 5 0.500000 0.991667 0.020833 0.682998
68 6 0.500000 0.222917 0.302083 0.515843
69 7 0.500000 0.281250 0.156250 0.557951
70 8 0.500000 0.191667 0.052083 0.457328
71 9 0.500000 0.987500 0.208333 0.676620
72 10 0.500000 1.000000 0.166667 0.723199
73 11 0.500000 0.958333 0.062500 0.681015
74 12 0.500000 0.495833 0.208333 0.518211
75 13 0.500000 0.993750 0.062500 0.696251
76 14 0.500000 0.283333 0.104167 0.480926
77 15 0.500000 0.287500 0.114583 0.535151
78 16 0.500000 0.704167 0.218750 0.475464
79 17 0.500000 0.368750 0.145833 0.462922
80 18 0.518750 0.489583 0.166667 0.549473
81 19 0.500000 0.366667 0.093750 0.511173
82 0 0.500000 0.993750 0.072917 0.674594
83 1 0.500000 0.208333 0.104167 0.509519
84 2 0.500000 0.200000 0.083333 0.554513
85 3 0.500000 0.639583 0.072917 0.472225
86 4 0.500000 0.272917 0.250000 0.572284
87 5 0.500000 0.995833 0.125000 0.645992
88 6 0.500000 0.289583 0.156250 0.505494
89 7 0.500000 0.329167 0.125000 0.562745
90 8 0.500000 0.506250 0.072917 0.586938
91 9 0.500000 0.647917 0.093750 0.621831
92 10 0.500000 1.000000 0.260417 0.760782
93 11 0.500000 0.708333 0.104167 0.595735
94 12 0.500000 0.447917 0.239583 0.414643
95 13 0.500000 0.954167 0.104167 0.513961
96 14 0.500000 0.318750 0.208333 0.476281
97 15 0.500000 0.320833 0.062500 0.540674
98 16 0.500000 0.589583 0.156250 0.525595
99 17 0.500000 0.295833 0.052083 0.456003
100 18 0.500000 0.612500 0.104167 0.526532
101 19 0.500000 0.362500 0.041667 0.469123
102 0 0.500000 0.852083 0.145833 0.652528
103 1 0.500000 0.185417 0.052083 0.504167