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cleaned up for submission

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Tinsae
2026-07-10 20:13:13 +02:00
parent 47fbb19761
commit 7eff030e89
38 changed files with 39 additions and 4175 deletions
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29
reports/CertifiedUnlearning/RESNET34/forget.csv
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@@ -471,32 +471,3 @@ 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
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0.1500,1.0000,0.1500,0.2609,1.0000,0.1500,0.2609
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0.0375,1.0000,0.0375,0.0723,1.0000,0.0375,0.0723
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
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0.1125,1.0000,0.1125,0.2022,1.0000,0.1125,0.2022
1 accuracy macro_precision macro_recall macro_f1 weighted_precision weighted_recall weighted_f1
471 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
472 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
473 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
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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
0.0375 1.0000 0.0375 0.0723 1.0000 0.0375 0.0723
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
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0.1125 1.0000 0.1125 0.2022 1.0000 0.1125 0.2022

29
reports/CertifiedUnlearning/RESNET34/forget_train.csv
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@@ -471,32 +471,3 @@ 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
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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
0.1031,1.0000,0.1031,0.1870,1.0000,0.1031,0.1870
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
0.0656,1.0000,0.0656,0.1232,1.0000,0.0656,0.1232
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
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0.0094,1.0000,0.0094,0.0186,1.0000,0.0094,0.0186
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
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0.0875,1.0000,0.0875,0.1609,1.0000,0.0875,0.1609
1 accuracy macro_precision macro_recall macro_f1 weighted_precision weighted_recall weighted_f1
471 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
472 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
473 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
0.0250 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
0.1031 1.0000 0.1031 0.1870 1.0000 0.1031 0.1870
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
0.0656 1.0000 0.0656 0.1232 1.0000 0.0656 0.1232
0.0000 0.0000 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
0.0094 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
0.0875 1.0000 0.0875 0.1609 1.0000 0.0875 0.1609

29
reports/CertifiedUnlearning/RESNET34/retain.csv
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@@ -471,32 +471,3 @@ accuracy,macro_precision,macro_recall,macro_f1,weighted_precision,weighted_recal
0.1026,0.1456,0.1026,0.0392,0.1456,0.1026,0.0392
0.6928,0.8887,0.6928,0.7218,0.8887,0.6928,0.7218
0.9191,0.9270,0.9191,0.9197,0.9270,0.9191,0.9197
0.4316,0.8326,0.4316,0.4030,0.8326,0.4316,0.4030
0.9289,0.9391,0.9289,0.9310,0.9391,0.9289,0.9310
0.9454,0.9476,0.9454,0.9456,0.9476,0.9454,0.9456
0.9046,0.9221,0.9046,0.9073,0.9221,0.9046,0.9073
0.9322,0.9393,0.9322,0.9332,0.9393,0.9322,0.9332
0.8842,0.9196,0.8842,0.8916,0.9196,0.8842,0.8916
0.9072,0.9258,0.9072,0.9111,0.9258,0.9072,0.9111
0.1322,0.3672,0.1322,0.0844,0.3672,0.1322,0.0844
0.9447,0.9469,0.9447,0.9451,0.9469,0.9447,0.9451
0.9336,0.9384,0.9336,0.9339,0.9384,0.9336,0.9339
0.7941,0.8921,0.7941,0.8103,0.8921,0.7941,0.8103
0.9447,0.9477,0.9447,0.9449,0.9477,0.9447,0.9449
0.1329,0.2409,0.1329,0.0850,0.2409,0.1329,0.0850
0.9513,0.9546,0.9513,0.9519,0.9546,0.9513,0.9519
0.9408,0.9464,0.9408,0.9416,0.9464,0.9408,0.9416
0.8987,0.9157,0.8987,0.8994,0.9157,0.8987,0.8994
0.8987,0.9205,0.8987,0.9035,0.9205,0.8987,0.9035
0.0750,0.0175,0.0750,0.0233,0.0175,0.0750,0.0233
0.4493,0.7334,0.4493,0.4059,0.7334,0.4493,0.4059
0.9322,0.9380,0.9322,0.9327,0.9380,0.9322,0.9327
0.7204,0.8401,0.7204,0.7178,0.8401,0.7204,0.7178
0.9428,0.9486,0.9428,0.9439,0.9486,0.9428,0.9439
0.9401,0.9450,0.9401,0.9408,0.9450,0.9401,0.9408
0.5875,0.8750,0.5875,0.6154,0.8750,0.5875,0.6154
0.9336,0.9402,0.9336,0.9342,0.9402,0.9336,0.9342
0.8257,0.8913,0.8257,0.8352,0.8913,0.8257,0.8352
0.8987,0.9353,0.8987,0.9086,0.9353,0.8987,0.9086
0.8882,0.9162,0.8882,0.8931,0.9162,0.8882,0.8931
0.9388,0.9419,0.9388,0.9392,0.9419,0.9388,0.9392
1 accuracy macro_precision macro_recall macro_f1 weighted_precision weighted_recall weighted_f1
471 0.1026 0.1456 0.1026 0.0392 0.1456 0.1026 0.0392
472 0.6928 0.8887 0.6928 0.7218 0.8887 0.6928 0.7218
473 0.9191 0.9270 0.9191 0.9197 0.9270 0.9191 0.9197
0.4316 0.8326 0.4316 0.4030 0.8326 0.4316 0.4030
0.9289 0.9391 0.9289 0.9310 0.9391 0.9289 0.9310
0.9454 0.9476 0.9454 0.9456 0.9476 0.9454 0.9456
0.9046 0.9221 0.9046 0.9073 0.9221 0.9046 0.9073
0.9322 0.9393 0.9322 0.9332 0.9393 0.9322 0.9332
0.8842 0.9196 0.8842 0.8916 0.9196 0.8842 0.8916
0.9072 0.9258 0.9072 0.9111 0.9258 0.9072 0.9111
0.1322 0.3672 0.1322 0.0844 0.3672 0.1322 0.0844
0.9447 0.9469 0.9447 0.9451 0.9469 0.9447 0.9451
0.9336 0.9384 0.9336 0.9339 0.9384 0.9336 0.9339
0.7941 0.8921 0.7941 0.8103 0.8921 0.7941 0.8103
0.9447 0.9477 0.9447 0.9449 0.9477 0.9447 0.9449
0.1329 0.2409 0.1329 0.0850 0.2409 0.1329 0.0850
0.9513 0.9546 0.9513 0.9519 0.9546 0.9513 0.9519
0.9408 0.9464 0.9408 0.9416 0.9464 0.9408 0.9416
0.8987 0.9157 0.8987 0.8994 0.9157 0.8987 0.8994
0.8987 0.9205 0.8987 0.9035 0.9205 0.8987 0.9035
0.0750 0.0175 0.0750 0.0233 0.0175 0.0750 0.0233
0.4493 0.7334 0.4493 0.4059 0.7334 0.4493 0.4059
0.9322 0.9380 0.9322 0.9327 0.9380 0.9322 0.9327
0.7204 0.8401 0.7204 0.7178 0.8401 0.7204 0.7178
0.9428 0.9486 0.9428 0.9439 0.9486 0.9428 0.9439
0.9401 0.9450 0.9401 0.9408 0.9450 0.9401 0.9408
0.5875 0.8750 0.5875 0.6154 0.8750 0.5875 0.6154
0.9336 0.9402 0.9336 0.9342 0.9402 0.9336 0.9342
0.8257 0.8913 0.8257 0.8352 0.8913 0.8257 0.8352
0.8987 0.9353 0.8987 0.9086 0.9353 0.8987 0.9086
0.8882 0.9162 0.8882 0.8931 0.9162 0.8882 0.8931
0.9388 0.9419 0.9388 0.9392 0.9419 0.9388 0.9392

6
reports/CertifiedUnlearning/attack_values.csv
View File

@@ -19,10 +19,6 @@ target_class, parameter_mia_accuracy, lookalike_accuracy, A-Dist, JS-Dist
17,0.500000,0.989583, 0.062500, 0.503747
18,0.550000,1.000000, 0.166667, 0.495459
19,0.500000,0.916667, 0.052083, 0.551996
0,0.500000,0.937500, 0.020833, 0.532267
1,0.500000,0.937500, 0.093750, 0.503973
2,0.500000,0.989583, 0.104167, 0.570063
0,0.500000,0.402083, 0.031250, 0.511158
1,0.500000,0.154167, 0.312500, 0.496193
2,0.500000,0.602083, 0.145833, 0.530453
@@ -103,5 +99,3 @@ target_class, parameter_mia_accuracy, lookalike_accuracy, A-Dist, JS-Dist
17,0.500000,0.377083, 0.166667, 0.459667
18,0.600000,0.881250, 0.083333, 0.488006
19,0.500000,0.568750, 0.187500, 0.546058
0,0.500000,0.635417, 0.156250, 0.527750
1,0.500000,0.193750, 0.333333, 0.447474
1 target_class parameter_mia_accuracy lookalike_accuracy A-Dist JS-Dist
19 17 0.500000 0.989583 0.062500 0.503747
20 18 0.550000 1.000000 0.166667 0.495459
21 19 0.500000 0.916667 0.052083 0.551996
0 0.500000 0.937500 0.020833 0.532267
1 0.500000 0.937500 0.093750 0.503973
2 0.500000 0.989583 0.104167 0.570063
0 0.500000 0.402083 0.031250 0.511158
22 1 0 0.500000 0.154167 0.402083 0.312500 0.031250 0.496193 0.511158
23 2 1 0.500000 0.602083 0.154167 0.145833 0.312500 0.530453 0.496193
24 3 2 0.500000 0.852083 0.602083 0.135417 0.145833 0.491837 0.530453
99 18 17 0.600000 0.500000 0.881250 0.377083 0.083333 0.166667 0.488006 0.459667
100 19 18 0.500000 0.600000 0.568750 0.881250 0.187500 0.083333 0.546058 0.488006
101 0 19 0.500000 0.635417 0.568750 0.156250 0.187500 0.527750 0.546058
1 0.500000 0.193750 0.333333 0.447474

50
reports/LinearFiltration/RESNET34_old/full-set/forget.csv → reports/LinearFiltration/RESNET34/full-set/forget.csv
View File

@@ -479,53 +479,3 @@ accuracy,macro_precision,macro_recall,macro_f1,weighted_precision,weighted_recal
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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
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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
1 accuracy macro_precision macro_recall macro_f1 weighted_precision weighted_recall weighted_f1
479 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
480 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
481 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 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
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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

50
reports/LinearFiltration/RESNET34_old/full-set/forget_train.csv → reports/LinearFiltration/RESNET34/full-set/forget_train.csv
View File

@@ -479,53 +479,3 @@ 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
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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
1 accuracy macro_precision macro_recall macro_f1 weighted_precision weighted_recall weighted_f1
479 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
480 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
481 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 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
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 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
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0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000

52
reports/LinearFiltration/RESNET34_old/full-set/retain.csv → reports/LinearFiltration/RESNET34/full-set/retain.csv
View File

@@ -478,54 +478,4 @@ accuracy,macro_precision,macro_recall,macro_f1,weighted_precision,weighted_recal
0.9572,0.9584,0.9572,0.9574,0.9584,0.9572,0.9574
0.9546,0.9558,0.9546,0.9548,0.9558,0.9546,0.9548
0.9559,0.9568,0.9559,0.9560,0.9568,0.9559,0.9560
0.9579,0.9590,0.9579,0.9580,0.9590,0.9579,0.9580
0.9572,0.9582,0.9572,0.9574,0.9582,0.9572,0.9574
0.9553,0.9564,0.9553,0.9554,0.9564,0.9553,0.9554
0.9572,0.9583,0.9572,0.9574,0.9583,0.9572,0.9574
0.9546,0.9560,0.9546,0.9548,0.9560,0.9546,0.9548
0.9579,0.9588,0.9579,0.9580,0.9588,0.9579,0.9580
0.9539,0.9554,0.9539,0.9542,0.9554,0.9539,0.9542
0.9539,0.9552,0.9539,0.9541,0.9552,0.9539,0.9541
0.9553,0.9565,0.9553,0.9554,0.9565,0.9553,0.9554
0.9559,0.9569,0.9559,0.9560,0.9569,0.9559,0.9560
0.9553,0.9566,0.9553,0.9555,0.9566,0.9553,0.9555
0.9520,0.9531,0.9520,0.9519,0.9531,0.9520,0.9519
0.9520,0.9530,0.9520,0.9519,0.9530,0.9520,0.9519
0.9526,0.9536,0.9526,0.9526,0.9536,0.9526,0.9526
0.9520,0.9531,0.9520,0.9519,0.9531,0.9520,0.9519
0.9520,0.9530,0.9520,0.9519,0.9530,0.9520,0.9519
0.9526,0.9536,0.9526,0.9526,0.9536,0.9526,0.9526
0.9520,0.9531,0.9520,0.9520,0.9531,0.9520,0.9520
0.9520,0.9529,0.9520,0.9518,0.9529,0.9520,0.9518
0.9579,0.9588,0.9579,0.9579,0.9588,0.9579,0.9579
0.9533,0.9542,0.9533,0.9532,0.9542,0.9533,0.9532
0.9507,0.9516,0.9507,0.9506,0.9516,0.9507,0.9506
0.9526,0.9536,0.9526,0.9525,0.9536,0.9526,0.9525
0.9520,0.9531,0.9520,0.9519,0.9531,0.9520,0.9519
0.9520,0.9530,0.9520,0.9519,0.9530,0.9520,0.9519
0.9526,0.9536,0.9526,0.9526,0.9536,0.9526,0.9526
0.9520,0.9531,0.9520,0.9520,0.9531,0.9520,0.9520
0.9520,0.9529,0.9520,0.9518,0.9529,0.9520,0.9518
0.9520,0.9531,0.9520,0.9519,0.9531,0.9520,0.9519
0.9520,0.9530,0.9520,0.9519,0.9530,0.9520,0.9519
0.9520,0.9531,0.9520,0.9519,0.9531,0.9520,0.9519
0.9520,0.9531,0.9520,0.9519,0.9531,0.9520,0.9519
0.9520,0.9530,0.9520,0.9519,0.9530,0.9520,0.9519
0.9526,0.9536,0.9526,0.9526,0.9536,0.9526,0.9526
0.9520,0.9531,0.9520,0.9520,0.9531,0.9520,0.9520
0.9520,0.9529,0.9520,0.9518,0.9529,0.9520,0.9518
0.9579,0.9588,0.9579,0.9579,0.9588,0.9579,0.9579
0.9533,0.9542,0.9533,0.9532,0.9542,0.9533,0.9532
0.9520,0.9531,0.9520,0.9519,0.9531,0.9520,0.9519
0.9520,0.9530,0.9520,0.9519,0.9530,0.9520,0.9519
0.9526,0.9536,0.9526,0.9526,0.9536,0.9526,0.9526
0.9520,0.9531,0.9520,0.9520,0.9531,0.9520,0.9520
0.9520,0.9529,0.9520,0.9518,0.9529,0.9520,0.9518
0.9579,0.9588,0.9579,0.9579,0.9588,0.9579,0.9579
0.9533,0.9542,0.9533,0.9532,0.9542,0.9533,0.9532
0.9507,0.9516,0.9507,0.9506,0.9516,0.9507,0.9506
0.9526,0.9536,0.9526,0.9525,0.9536,0.9526,0.9525
0.9520,0.9528,0.9520,0.9518,0.9528,0.9520,0.9518
0.9539,0.9551,0.9539,0.9539,0.9551,0.9539,0.9539
0.9513,0.9523,0.9513,0.9512,0.9523,0.9513,0.9512
0.9520,0.9529,0.9520,0.9519,0.9529,0.9520,0.9519
0.9579,0.9590,0.9579,0.9580,0.9590,0.9579,0.9580
1 accuracy macro_precision macro_recall macro_f1 weighted_precision weighted_recall weighted_f1
478 0.9572 0.9584 0.9572 0.9574 0.9584 0.9572 0.9574
479 0.9546 0.9558 0.9546 0.9548 0.9558 0.9546 0.9548
480 0.9559 0.9568 0.9559 0.9560 0.9568 0.9559 0.9560
481 0.9579 0.9590 0.9579 0.9580 0.9590 0.9579 0.9580
0.9572 0.9582 0.9572 0.9574 0.9582 0.9572 0.9574
0.9553 0.9564 0.9553 0.9554 0.9564 0.9553 0.9554
0.9572 0.9583 0.9572 0.9574 0.9583 0.9572 0.9574
0.9546 0.9560 0.9546 0.9548 0.9560 0.9546 0.9548
0.9579 0.9588 0.9579 0.9580 0.9588 0.9579 0.9580
0.9539 0.9554 0.9539 0.9542 0.9554 0.9539 0.9542
0.9539 0.9552 0.9539 0.9541 0.9552 0.9539 0.9541
0.9553 0.9565 0.9553 0.9554 0.9565 0.9553 0.9554
0.9559 0.9569 0.9559 0.9560 0.9569 0.9559 0.9560
0.9553 0.9566 0.9553 0.9555 0.9566 0.9553 0.9555
0.9520 0.9531 0.9520 0.9519 0.9531 0.9520 0.9519
0.9520 0.9530 0.9520 0.9519 0.9530 0.9520 0.9519
0.9526 0.9536 0.9526 0.9526 0.9536 0.9526 0.9526
0.9520 0.9531 0.9520 0.9519 0.9531 0.9520 0.9519
0.9520 0.9530 0.9520 0.9519 0.9530 0.9520 0.9519
0.9526 0.9536 0.9526 0.9526 0.9536 0.9526 0.9526
0.9520 0.9531 0.9520 0.9520 0.9531 0.9520 0.9520
0.9520 0.9529 0.9520 0.9518 0.9529 0.9520 0.9518
0.9579 0.9588 0.9579 0.9579 0.9588 0.9579 0.9579
0.9533 0.9542 0.9533 0.9532 0.9542 0.9533 0.9532
0.9507 0.9516 0.9507 0.9506 0.9516 0.9507 0.9506
0.9526 0.9536 0.9526 0.9525 0.9536 0.9526 0.9525
0.9520 0.9531 0.9520 0.9519 0.9531 0.9520 0.9519
0.9520 0.9530 0.9520 0.9519 0.9530 0.9520 0.9519
0.9526 0.9536 0.9526 0.9526 0.9536 0.9526 0.9526
0.9520 0.9531 0.9520 0.9520 0.9531 0.9520 0.9520
0.9520 0.9529 0.9520 0.9518 0.9529 0.9520 0.9518
0.9520 0.9531 0.9520 0.9519 0.9531 0.9520 0.9519
0.9520 0.9530 0.9520 0.9519 0.9530 0.9520 0.9519
0.9520 0.9531 0.9520 0.9519 0.9531 0.9520 0.9519
0.9520 0.9531 0.9520 0.9519 0.9531 0.9520 0.9519
0.9520 0.9530 0.9520 0.9519 0.9530 0.9520 0.9519
0.9526 0.9536 0.9526 0.9526 0.9536 0.9526 0.9526
0.9520 0.9531 0.9520 0.9520 0.9531 0.9520 0.9520
0.9520 0.9529 0.9520 0.9518 0.9529 0.9520 0.9518
0.9579 0.9588 0.9579 0.9579 0.9588 0.9579 0.9579
0.9533 0.9542 0.9533 0.9532 0.9542 0.9533 0.9532
0.9520 0.9531 0.9520 0.9519 0.9531 0.9520 0.9519
0.9520 0.9530 0.9520 0.9519 0.9530 0.9520 0.9519
0.9526 0.9536 0.9526 0.9526 0.9536 0.9526 0.9526
0.9520 0.9531 0.9520 0.9520 0.9531 0.9520 0.9520
0.9520 0.9529 0.9520 0.9518 0.9529 0.9520 0.9518
0.9579 0.9588 0.9579 0.9579 0.9588 0.9579 0.9579
0.9533 0.9542 0.9533 0.9532 0.9542 0.9533 0.9532
0.9507 0.9516 0.9507 0.9506 0.9516 0.9507 0.9506
0.9526 0.9536 0.9526 0.9525 0.9536 0.9526 0.9525
0.9520 0.9528 0.9520 0.9518 0.9528 0.9520 0.9518
0.9539 0.9551 0.9539 0.9539 0.9551 0.9539 0.9539
0.9513 0.9523 0.9513 0.9512 0.9523 0.9513 0.9512
0.9520 0.9529 0.9520 0.9519 0.9529 0.9520 0.9519

604
reports/LinearFiltration/RESNET34_old/forget.csv
View File

@@ -1,604 +0,0 @@
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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
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
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
0.9500,1.0000,0.9500,0.9744,1.0000,0.9500,0.9744
0.9500,1.0000,0.9500,0.9744,1.0000,0.9500,0.9744
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.9500,1.0000,0.9500,0.9744,1.0000,0.9500,0.9744
0.9500,1.0000,0.9500,0.9744,1.0000,0.9500,0.9744
0.9500,1.0000,0.9500,0.9744,1.0000,0.9500,0.9744
0.9500,1.0000,0.9500,0.9744,1.0000,0.9500,0.9744
0.9500,1.0000,0.9500,0.9744,1.0000,0.9500,0.9744
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.6750,1.0000,0.6750,0.8060,1.0000,0.6750,0.8060
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 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
3 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
4 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
78 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
79 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
103 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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
125 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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
129 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
130 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
131 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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
139 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
140 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
158 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
178 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
179 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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
183 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
184 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
185 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
186 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
187 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
188 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
189 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
190 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
191 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
192 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
193 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
194 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
195 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
196 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
197 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
198 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
199 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
200 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
201 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
202 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
203 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
204 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
205 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
206 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
207 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
208 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
209 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
210 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
211 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
212 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
213 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
214 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
215 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
216 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
217 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
218 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
219 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
220 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
221 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
222 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
223 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
224 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
225 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
226 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
227 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
228 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
229 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
230 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
231 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
232 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
233 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
234 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
235 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
236 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
237 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
238 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
239 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
240 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
241 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
242 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
243 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
244 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
245 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
246 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
247 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
248 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
249 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
250 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
251 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
252 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
253 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
254 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
255 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
256 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
257 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
258 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
259 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
260 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
261 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
262 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
263 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
264 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
265 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
266 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
267 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
268 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
269 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
270 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
271 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
272 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
273 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
274 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
275 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
276 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
277 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
278 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
279 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
280 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
281 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
282 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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reports/LinearFiltration/RESNET34_old/forget_train.csv
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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
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
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
1.0000,1.0000,1.0000,1.0000,1.0000,1.0000,1.0000
1.0000,1.0000,1.0000,1.0000,1.0000,1.0000,1.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.9969,1.0000,0.9969,0.9984,1.0000,0.9969,0.9984
1.0000,1.0000,1.0000,1.0000,1.0000,1.0000,1.0000
1.0000,1.0000,1.0000,1.0000,1.0000,1.0000,1.0000
0.9969,1.0000,0.9969,0.9984,1.0000,0.9969,0.9984
1.0000,1.0000,1.0000,1.0000,1.0000,1.0000,1.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.7781,1.0000,0.7781,0.8752,1.0000,0.7781,0.8752
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 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
3 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
4 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
78 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
79 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
103 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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
125 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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
129 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
130 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
131 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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
139 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
140 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
158 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
178 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
179 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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
183 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
184 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
185 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
186 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
187 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
188 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
189 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
190 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
191 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
192 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
193 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
194 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
195 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
196 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
197 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
198 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
199 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
200 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
201 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
202 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
203 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
204 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
205 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
206 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
207 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
208 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
209 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
210 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
211 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
212 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
213 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
214 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
215 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
216 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
217 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
218 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
219 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
220 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
221 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
222 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
223 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
224 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
225 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
226 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
227 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
228 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
229 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
230 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
231 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
232 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
233 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
234 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
235 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
236 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
237 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
238 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
239 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
240 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
241 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
242 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
243 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
244 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
245 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
246 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
247 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
248 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
249 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
250 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
251 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
252 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
253 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
254 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
255 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
256 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
257 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
258 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
259 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
260 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
261 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
262 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
263 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
264 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
265 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
266 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
267 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
268 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
269 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
270 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
271 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
272 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
273 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
274 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
275 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
276 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
277 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
278 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
279 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
280 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
281 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
282 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
283 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
284 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
285 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
286 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
287 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
288 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
289 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
290 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
291 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
292 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
293 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
294 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
295 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
296 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
297 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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reports/LinearFiltration/RESNET34_old/retain.csv
View File

@@ -1,604 +0,0 @@
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0.9533,0.9551,0.9533,0.9536,0.9551,0.9533,0.9536
0.9533,0.9545,0.9533,0.9535,0.9545,0.9533,0.9535
0.9526,0.9541,0.9526,0.9529,0.9541,0.9526,0.9529
0.9533,0.9551,0.9533,0.9536,0.9551,0.9533,0.9536
0.9533,0.9545,0.9533,0.9535,0.9545,0.9533,0.9535
0.9546,0.9562,0.9546,0.9548,0.9562,0.9546,0.9548
0.9553,0.9570,0.9553,0.9555,0.9570,0.9553,0.9555
0.9566,0.9581,0.9566,0.9568,0.9581,0.9566,0.9568
0.9553,0.9568,0.9553,0.9555,0.9568,0.9553,0.9555
0.9513,0.9532,0.9513,0.9516,0.9532,0.9513,0.9516
0.9539,0.9556,0.9539,0.9542,0.9556,0.9539,0.9542
0.9520,0.9539,0.9520,0.9523,0.9539,0.9520,0.9523
0.9533,0.9547,0.9533,0.9535,0.9547,0.9533,0.9535
0.9546,0.9561,0.9546,0.9549,0.9561,0.9546,0.9549
0.9513,0.9531,0.9513,0.9516,0.9531,0.9513,0.9516
0.9533,0.9549,0.9533,0.9535,0.9549,0.9533,0.9535
0.9559,0.9570,0.9559,0.9561,0.9570,0.9559,0.9561
0.9513,0.9532,0.9513,0.9516,0.9532,0.9513,0.9516
0.9513,0.9531,0.9513,0.9516,0.9531,0.9513,0.9516
0.9520,0.9538,0.9520,0.9523,0.9538,0.9520,0.9523
0.9539,0.9554,0.9539,0.9542,0.9554,0.9539,0.9542
0.9526,0.9544,0.9526,0.9529,0.9544,0.9526,0.9529
0.9526,0.9541,0.9526,0.9529,0.9541,0.9526,0.9529
0.9533,0.9551,0.9533,0.9536,0.9551,0.9533,0.9536
0.9533,0.9545,0.9533,0.9535,0.9545,0.9533,0.9535
0.9546,0.9562,0.9546,0.9548,0.9562,0.9546,0.9548
0.9526,0.9541,0.9526,0.9529,0.9541,0.9526,0.9529
0.9526,0.9541,0.9526,0.9529,0.9541,0.9526,0.9529
0.9533,0.9551,0.9533,0.9536,0.9551,0.9533,0.9536
0.9533,0.9545,0.9533,0.9535,0.9545,0.9533,0.9535
0.9546,0.9562,0.9546,0.9548,0.9562,0.9546,0.9548
0.9526,0.9541,0.9526,0.9529,0.9541,0.9526,0.9529
0.9533,0.9551,0.9533,0.9536,0.9551,0.9533,0.9536
0.9533,0.9545,0.9533,0.9535,0.9545,0.9533,0.9535
0.9546,0.9562,0.9546,0.9548,0.9562,0.9546,0.9548
0.9553,0.9570,0.9553,0.9555,0.9570,0.9553,0.9555
0.9566,0.9581,0.9566,0.9568,0.9581,0.9566,0.9568
0.9553,0.9568,0.9553,0.9555,0.9568,0.9553,0.9555
0.9513,0.9532,0.9513,0.9516,0.9532,0.9513,0.9516
0.9539,0.9556,0.9539,0.9542,0.9556,0.9539,0.9542
0.9520,0.9539,0.9520,0.9523,0.9539,0.9520,0.9523
0.9533,0.9547,0.9533,0.9535,0.9547,0.9533,0.9535
0.9546,0.9561,0.9546,0.9549,0.9561,0.9546,0.9549
0.9513,0.9531,0.9513,0.9516,0.9531,0.9513,0.9516
0.9533,0.9549,0.9533,0.9535,0.9549,0.9533,0.9535
0.9559,0.9570,0.9559,0.9561,0.9570,0.9559,0.9561
0.9513,0.9532,0.9513,0.9516,0.9532,0.9513,0.9516
0.9513,0.9531,0.9513,0.9516,0.9531,0.9513,0.9516
0.9520,0.9538,0.9520,0.9523,0.9538,0.9520,0.9523
0.9539,0.9554,0.9539,0.9542,0.9554,0.9539,0.9542
0.9526,0.9544,0.9526,0.9529,0.9544,0.9526,0.9529
0.9526,0.9541,0.9526,0.9529,0.9541,0.9526,0.9529
0.9533,0.9551,0.9533,0.9536,0.9551,0.9533,0.9536
0.9533,0.9545,0.9533,0.9535,0.9545,0.9533,0.9535
0.9546,0.9562,0.9546,0.9548,0.9562,0.9546,0.9548
0.9553,0.9570,0.9553,0.9555,0.9570,0.9553,0.9555
0.9566,0.9581,0.9566,0.9568,0.9581,0.9566,0.9568
0.9553,0.9568,0.9553,0.9555,0.9568,0.9553,0.9555
0.9513,0.9532,0.9513,0.9516,0.9532,0.9513,0.9516
0.9539,0.9556,0.9539,0.9542,0.9556,0.9539,0.9542
0.9520,0.9539,0.9520,0.9523,0.9539,0.9520,0.9523
0.9533,0.9547,0.9533,0.9535,0.9547,0.9533,0.9535
0.9546,0.9561,0.9546,0.9549,0.9561,0.9546,0.9549
0.9513,0.9531,0.9513,0.9516,0.9531,0.9513,0.9516
0.9533,0.9549,0.9533,0.9535,0.9549,0.9533,0.9535
0.9559,0.9570,0.9559,0.9561,0.9570,0.9559,0.9561
0.9513,0.9532,0.9513,0.9516,0.9532,0.9513,0.9516
0.9513,0.9531,0.9513,0.9516,0.9531,0.9513,0.9516
0.9520,0.9538,0.9520,0.9523,0.9538,0.9520,0.9523
0.9539,0.9554,0.9539,0.9542,0.9554,0.9539,0.9542
0.9526,0.9544,0.9526,0.9529,0.9544,0.9526,0.9529
0.9526,0.9541,0.9526,0.9529,0.9541,0.9526,0.9529
0.9533,0.9551,0.9533,0.9536,0.9551,0.9533,0.9536
0.9533,0.9545,0.9533,0.9535,0.9545,0.9533,0.9535
0.9546,0.9562,0.9546,0.9548,0.9562,0.9546,0.9548
0.9553,0.9570,0.9553,0.9555,0.9570,0.9553,0.9555
0.9566,0.9581,0.9566,0.9568,0.9581,0.9566,0.9568
0.9553,0.9568,0.9553,0.9555,0.9568,0.9553,0.9555
0.9513,0.9532,0.9513,0.9516,0.9532,0.9513,0.9516
0.9539,0.9556,0.9539,0.9542,0.9556,0.9539,0.9542
0.9520,0.9539,0.9520,0.9523,0.9539,0.9520,0.9523
0.9533,0.9547,0.9533,0.9535,0.9547,0.9533,0.9535
0.9546,0.9561,0.9546,0.9549,0.9561,0.9546,0.9549
0.9513,0.9531,0.9513,0.9516,0.9531,0.9513,0.9516
0.9533,0.9549,0.9533,0.9535,0.9549,0.9533,0.9535
0.9559,0.9570,0.9559,0.9561,0.9570,0.9559,0.9561
0.9513,0.9532,0.9513,0.9516,0.9532,0.9513,0.9516
0.9513,0.9531,0.9513,0.9516,0.9531,0.9513,0.9516
0.9520,0.9538,0.9520,0.9523,0.9538,0.9520,0.9523
0.9539,0.9554,0.9539,0.9542,0.9554,0.9539,0.9542
0.9526,0.9544,0.9526,0.9529,0.9544,0.9526,0.9529
0.9526,0.9541,0.9526,0.9529,0.9541,0.9526,0.9529
0.9533,0.9551,0.9533,0.9536,0.9551,0.9533,0.9536
0.9533,0.9545,0.9533,0.9535,0.9545,0.9533,0.9535
0.9546,0.9562,0.9546,0.9548,0.9562,0.9546,0.9548
0.9553,0.9570,0.9553,0.9555,0.9570,0.9553,0.9555
0.9566,0.9581,0.9566,0.9568,0.9581,0.9566,0.9568
0.9553,0.9568,0.9553,0.9555,0.9568,0.9553,0.9555
0.9513,0.9532,0.9513,0.9516,0.9532,0.9513,0.9516
0.9539,0.9556,0.9539,0.9542,0.9556,0.9539,0.9542
0.9520,0.9539,0.9520,0.9523,0.9539,0.9520,0.9523
0.9533,0.9547,0.9533,0.9535,0.9547,0.9533,0.9535
0.9546,0.9561,0.9546,0.9549,0.9561,0.9546,0.9549
0.9513,0.9531,0.9513,0.9516,0.9531,0.9513,0.9516
0.9533,0.9549,0.9533,0.9535,0.9549,0.9533,0.9535
0.9559,0.9570,0.9559,0.9561,0.9570,0.9559,0.9561
0.9513,0.9532,0.9513,0.9516,0.9532,0.9513,0.9516
0.9513,0.9531,0.9513,0.9516,0.9531,0.9513,0.9516
0.9520,0.9538,0.9520,0.9523,0.9538,0.9520,0.9523
0.9539,0.9554,0.9539,0.9542,0.9554,0.9539,0.9542
0.9526,0.9544,0.9526,0.9529,0.9544,0.9526,0.9529
0.9526,0.9541,0.9526,0.9529,0.9541,0.9526,0.9529
0.9533,0.9551,0.9533,0.9536,0.9551,0.9533,0.9536
0.9533,0.9545,0.9533,0.9535,0.9545,0.9533,0.9535
0.0526,0.0028,0.0526,0.0053,0.0028,0.0526,0.0053
0.0526,0.0028,0.0526,0.0053,0.0028,0.0526,0.0053
0.0526,0.0028,0.0526,0.0053,0.0028,0.0526,0.0053
0.0526,0.0028,0.0526,0.0053,0.0028,0.0526,0.0053
0.0526,0.0028,0.0526,0.0053,0.0028,0.0526,0.0053
0.0526,0.0028,0.0526,0.0053,0.0028,0.0526,0.0053
0.9526,0.9541,0.9526,0.9529,0.9541,0.9526,0.9529
0.9520,0.9541,0.9520,0.9525,0.9541,0.9520,0.9525
0.9520,0.9541,0.9520,0.9525,0.9541,0.9520,0.9525
0.9526,0.9541,0.9526,0.9529,0.9541,0.9526,0.9529
0.9533,0.9551,0.9533,0.9536,0.9551,0.9533,0.9536
0.9520,0.9541,0.9520,0.9525,0.9541,0.9520,0.9525
0.9520,0.9541,0.9520,0.9525,0.9541,0.9520,0.9525
0.9520,0.9541,0.9520,0.9525,0.9541,0.9520,0.9525
0.9520,0.9541,0.9520,0.9525,0.9541,0.9520,0.9525
0.9526,0.9541,0.9526,0.9529,0.9541,0.9526,0.9529
0.9526,0.9541,0.9526,0.9529,0.9541,0.9526,0.9529
0.9526,0.9541,0.9526,0.9529,0.9541,0.9526,0.9529
0.9533,0.9552,0.9533,0.9536,0.9552,0.9533,0.9536
0.9533,0.9551,0.9533,0.9538,0.9551,0.9533,0.9538
0.9526,0.9541,0.9526,0.9529,0.9541,0.9526,0.9529
1 accuracy macro_precision macro_recall macro_f1 weighted_precision weighted_recall weighted_f1
2 0.9520 0.9531 0.9520 0.9519 0.9531 0.9520 0.9519
3 0.9520 0.9530 0.9520 0.9519 0.9530 0.9520 0.9519
4 0.9520 0.9530 0.9520 0.9519 0.9530 0.9520 0.9519
5 0.9513 0.9527 0.9513 0.9514 0.9527 0.9513 0.9514
6 0.9546 0.9553 0.9546 0.9545 0.9553 0.9546 0.9545
7 0.9507 0.9517 0.9507 0.9507 0.9517 0.9507 0.9507
8 0.9513 0.9527 0.9513 0.9513 0.9527 0.9513 0.9513
9 0.9559 0.9573 0.9559 0.9560 0.9573 0.9559 0.9560
10 0.9526 0.9538 0.9526 0.9527 0.9538 0.9526 0.9527
11 0.9493 0.9507 0.9493 0.9494 0.9507 0.9493 0.9494
12 0.9533 0.9544 0.9533 0.9533 0.9544 0.9533 0.9533
13 0.9513 0.9526 0.9513 0.9513 0.9526 0.9513 0.9513
14 0.9533 0.9546 0.9533 0.9534 0.9546 0.9533 0.9534
15 0.9500 0.9513 0.9500 0.9500 0.9513 0.9500 0.9500
16 0.9487 0.9498 0.9487 0.9487 0.9498 0.9487 0.9487
17 0.9507 0.9518 0.9507 0.9506 0.9518 0.9507 0.9506
18 0.9566 0.9579 0.9566 0.9566 0.9579 0.9566 0.9566
19 0.9507 0.9519 0.9507 0.9507 0.9519 0.9507 0.9507
20 0.9500 0.9515 0.9500 0.9501 0.9515 0.9500 0.9501
21 0.9520 0.9532 0.9520 0.9520 0.9532 0.9520 0.9520
22 0.9546 0.9558 0.9546 0.9547 0.9558 0.9546 0.9547
23 0.9586 0.9596 0.9586 0.9587 0.9596 0.9586 0.9587
24 0.9572 0.9579 0.9572 0.9572 0.9579 0.9572 0.9572
25 0.9559 0.9570 0.9559 0.9560 0.9570 0.9559 0.9560
26 0.9586 0.9594 0.9586 0.9586 0.9594 0.9586 0.9586
27 0.9592 0.9606 0.9592 0.9594 0.9606 0.9592 0.9594
28 0.9592 0.9601 0.9592 0.9593 0.9601 0.9592 0.9593
29 0.9553 0.9564 0.9553 0.9554 0.9564 0.9553 0.9554
30 0.9579 0.9587 0.9579 0.9579 0.9587 0.9579 0.9579
31 0.9559 0.9569 0.9559 0.9560 0.9569 0.9559 0.9560
32 0.9579 0.9590 0.9579 0.9580 0.9590 0.9579 0.9580
33 0.9579 0.9591 0.9579 0.9580 0.9591 0.9579 0.9580
34 0.9559 0.9569 0.9559 0.9560 0.9569 0.9559 0.9560
35 0.9572 0.9583 0.9572 0.9573 0.9583 0.9572 0.9573
36 0.9599 0.9609 0.9599 0.9600 0.9609 0.9599 0.9600
37 0.9566 0.9576 0.9566 0.9566 0.9576 0.9566 0.9566
38 0.9539 0.9551 0.9539 0.9540 0.9551 0.9539 0.9540
39 0.9579 0.9590 0.9579 0.9580 0.9590 0.9579 0.9580
40 0.9579 0.9588 0.9579 0.9579 0.9588 0.9579 0.9579
41 0.9539 0.9550 0.9539 0.9541 0.9550 0.9539 0.9541
42 0.9559 0.9563 0.9559 0.9558 0.9563 0.9559 0.9558
43 0.9579 0.9583 0.9579 0.9578 0.9583 0.9579 0.9578
44 0.9572 0.9575 0.9572 0.9571 0.9575 0.9572 0.9571
45 0.9546 0.9550 0.9546 0.9545 0.9550 0.9546 0.9545
46 0.9559 0.9564 0.9559 0.9558 0.9564 0.9559 0.9558
47 0.9579 0.9585 0.9579 0.9579 0.9585 0.9579 0.9579
48 0.9572 0.9579 0.9572 0.9572 0.9579 0.9572 0.9572
49 0.9539 0.9546 0.9539 0.9539 0.9546 0.9539 0.9539
50 0.9559 0.9564 0.9559 0.9558 0.9564 0.9559 0.9558
51 0.9566 0.9569 0.9566 0.9565 0.9569 0.9566 0.9565
52 0.9572 0.9578 0.9572 0.9572 0.9578 0.9572 0.9572
53 0.9546 0.9550 0.9546 0.9545 0.9550 0.9546 0.9545
54 0.9553 0.9558 0.9553 0.9552 0.9558 0.9553 0.9552
55 0.9539 0.9545 0.9539 0.9539 0.9545 0.9539 0.9539
56 0.9612 0.9616 0.9612 0.9611 0.9616 0.9612 0.9611
57 0.9553 0.9558 0.9553 0.9552 0.9558 0.9553 0.9552
58 0.9539 0.9544 0.9539 0.9539 0.9544 0.9539 0.9539
59 0.9553 0.9557 0.9553 0.9552 0.9557 0.9553 0.9552
60 0.9586 0.9590 0.9586 0.9584 0.9590 0.9586 0.9584
61 0.9546 0.9552 0.9546 0.9545 0.9552 0.9546 0.9545
62 0.9553 0.9562 0.9553 0.9553 0.9562 0.9553 0.9553
63 0.9592 0.9601 0.9592 0.9593 0.9601 0.9592 0.9593
64 0.9599 0.9606 0.9599 0.9599 0.9606 0.9599 0.9599
65 0.9553 0.9565 0.9553 0.9554 0.9565 0.9553 0.9554
66 0.9586 0.9596 0.9586 0.9587 0.9596 0.9586 0.9587
67 0.9579 0.9591 0.9579 0.9580 0.9591 0.9579 0.9580
68 0.9592 0.9601 0.9592 0.9593 0.9601 0.9592 0.9593
69 0.9553 0.9563 0.9553 0.9553 0.9563 0.9553 0.9553
70 0.9586 0.9593 0.9586 0.9586 0.9593 0.9586 0.9586
71 0.9572 0.9581 0.9572 0.9573 0.9581 0.9572 0.9573
72 0.9566 0.9576 0.9566 0.9567 0.9576 0.9566 0.9567
73 0.9566 0.9575 0.9566 0.9566 0.9575 0.9566 0.9566
74 0.9579 0.9589 0.9579 0.9580 0.9589 0.9579 0.9580
75 0.9566 0.9577 0.9566 0.9567 0.9577 0.9566 0.9567
76 0.9599 0.9611 0.9599 0.9600 0.9611 0.9599 0.9600
77 0.9566 0.9578 0.9566 0.9567 0.9578 0.9566 0.9567
78 0.9539 0.9551 0.9539 0.9541 0.9551 0.9539 0.9541
79 0.9586 0.9595 0.9586 0.9586 0.9595 0.9586 0.9586
80 0.9579 0.9587 0.9579 0.9579 0.9587 0.9579 0.9579
81 0.9553 0.9564 0.9553 0.9554 0.9564 0.9553 0.9554
82 0.9539 0.9546 0.9539 0.9539 0.9546 0.9539 0.9539
83 0.9553 0.9562 0.9553 0.9553 0.9562 0.9553 0.9553
84 0.9579 0.9582 0.9579 0.9578 0.9582 0.9579 0.9578
85 0.9546 0.9553 0.9546 0.9546 0.9553 0.9546 0.9546
86 0.9546 0.9553 0.9546 0.9546 0.9553 0.9546 0.9546
87 0.9599 0.9608 0.9599 0.9599 0.9608 0.9599 0.9599
88 0.9553 0.9558 0.9553 0.9553 0.9558 0.9553 0.9553
89 0.9539 0.9548 0.9539 0.9540 0.9548 0.9539 0.9540
90 0.9559 0.9567 0.9559 0.9559 0.9567 0.9559 0.9559
91 0.9566 0.9571 0.9566 0.9566 0.9571 0.9566 0.9566
92 0.9566 0.9573 0.9566 0.9566 0.9573 0.9566 0.9566
93 0.9539 0.9546 0.9539 0.9539 0.9546 0.9539 0.9539
94 0.9526 0.9533 0.9526 0.9526 0.9533 0.9526 0.9526
95 0.9546 0.9552 0.9546 0.9546 0.9552 0.9546 0.9546
96 0.9592 0.9599 0.9592 0.9593 0.9599 0.9592 0.9593
97 0.9546 0.9553 0.9546 0.9546 0.9553 0.9546 0.9546
98 0.9526 0.9534 0.9526 0.9527 0.9534 0.9526 0.9527
99 0.9553 0.9560 0.9553 0.9553 0.9560 0.9553 0.9553
100 0.9566 0.9572 0.9566 0.9566 0.9572 0.9566 0.9566
101 0.9533 0.9542 0.9533 0.9534 0.9542 0.9533 0.9534
102 0.9566 0.9573 0.9566 0.9566 0.9573 0.9566 0.9566
103 0.9579 0.9587 0.9579 0.9579 0.9587 0.9579 0.9579
104 0.9566 0.9571 0.9566 0.9566 0.9571 0.9566 0.9566
105 0.9559 0.9567 0.9559 0.9560 0.9567 0.9559 0.9560
106 0.9572 0.9580 0.9572 0.9573 0.9580 0.9572 0.9573
107 0.9605 0.9613 0.9605 0.9606 0.9613 0.9605 0.9606
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110 0.9592 0.9597 0.9592 0.9592 0.9597 0.9592 0.9592
111 0.9566 0.9571 0.9566 0.9566 0.9571 0.9566 0.9566
112 0.9566 0.9574 0.9566 0.9566 0.9574 0.9566 0.9566
113 0.9566 0.9572 0.9566 0.9566 0.9572 0.9566 0.9566
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115 0.9572 0.9578 0.9572 0.9572 0.9578 0.9572 0.9572
116 0.9592 0.9599 0.9592 0.9592 0.9599 0.9592 0.9592
117 0.9579 0.9586 0.9579 0.9579 0.9586 0.9579 0.9579
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122 0.9632 0.9636 0.9632 0.9632 0.9636 0.9632 0.9632
123 0.9612 0.9617 0.9612 0.9612 0.9617 0.9612 0.9612
124 0.9638 0.9642 0.9638 0.9638 0.9642 0.9638 0.9638
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126 0.9618 0.9623 0.9618 0.9619 0.9623 0.9618 0.9619
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128 0.9625 0.9632 0.9625 0.9626 0.9632 0.9625 0.9626
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131 0.9632 0.9637 0.9632 0.9632 0.9637 0.9632 0.9632
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144 0.9553 0.9559 0.9553 0.9553 0.9559 0.9553 0.9553
145 0.9546 0.9559 0.9546 0.9547 0.9559 0.9546 0.9547
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147 0.9599 0.9609 0.9599 0.9600 0.9609 0.9599 0.9600
148 0.9559 0.9569 0.9559 0.9560 0.9569 0.9559 0.9560
149 0.9546 0.9557 0.9546 0.9547 0.9557 0.9546 0.9547
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151 0.9586 0.9595 0.9586 0.9586 0.9595 0.9586 0.9586
152 0.9553 0.9563 0.9553 0.9553 0.9563 0.9553 0.9553
153 0.9572 0.9584 0.9572 0.9573 0.9584 0.9572 0.9573
154 0.9526 0.9538 0.9526 0.9528 0.9538 0.9526 0.9528
155 0.9553 0.9564 0.9553 0.9554 0.9564 0.9553 0.9554
156 0.9566 0.9575 0.9566 0.9566 0.9575 0.9566 0.9566
157 0.9546 0.9558 0.9546 0.9547 0.9558 0.9546 0.9547
158 0.9546 0.9559 0.9546 0.9548 0.9559 0.9546 0.9548
159 0.9553 0.9566 0.9553 0.9554 0.9566 0.9553 0.9554
160 0.9553 0.9562 0.9553 0.9553 0.9562 0.9553 0.9553
161 0.9539 0.9551 0.9539 0.9541 0.9551 0.9539 0.9541
162 0.9572 0.9595 0.9572 0.9577 0.9595 0.9572 0.9577
163 0.9605 0.9629 0.9605 0.9610 0.9629 0.9605 0.9610
164 0.9586 0.9603 0.9586 0.9589 0.9603 0.9586 0.9589
165 0.9605 0.9626 0.9605 0.9610 0.9626 0.9605 0.9610
166 0.9592 0.9615 0.9592 0.9597 0.9615 0.9592 0.9597
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172 0.9579 0.9603 0.9579 0.9584 0.9603 0.9579 0.9584
173 0.9572 0.9597 0.9572 0.9577 0.9597 0.9572 0.9577
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183 0.9605 0.9612 0.9605 0.9606 0.9612 0.9605 0.9606
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185 0.9599 0.9604 0.9599 0.9599 0.9604 0.9599 0.9599
186 0.9605 0.9610 0.9605 0.9605 0.9610 0.9605 0.9605
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189 0.9599 0.9604 0.9599 0.9599 0.9604 0.9599 0.9599
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191 0.9599 0.9605 0.9599 0.9599 0.9605 0.9599 0.9599
192 0.9599 0.9604 0.9599 0.9598 0.9604 0.9599 0.9598
193 0.9599 0.9603 0.9599 0.9598 0.9603 0.9599 0.9598
194 0.9592 0.9597 0.9592 0.9592 0.9597 0.9592 0.9592
195 0.9599 0.9605 0.9599 0.9599 0.9605 0.9599 0.9599
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197 0.9592 0.9598 0.9592 0.9592 0.9598 0.9592 0.9592
198 0.9599 0.9604 0.9599 0.9599 0.9604 0.9599 0.9599
199 0.9605 0.9610 0.9605 0.9605 0.9610 0.9605 0.9605
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201 0.9592 0.9599 0.9592 0.9593 0.9599 0.9592 0.9593
202 0.9572 0.9580 0.9572 0.9573 0.9580 0.9572 0.9573
203 0.9572 0.9581 0.9572 0.9573 0.9581 0.9572 0.9573
204 0.9579 0.9590 0.9579 0.9580 0.9590 0.9579 0.9580
205 0.9586 0.9597 0.9586 0.9587 0.9597 0.9586 0.9587
206 0.9605 0.9611 0.9605 0.9605 0.9611 0.9605 0.9605
207 0.9612 0.9619 0.9612 0.9612 0.9619 0.9612 0.9612
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211 0.9572 0.9583 0.9572 0.9574 0.9583 0.9572 0.9574
212 0.9592 0.9601 0.9592 0.9593 0.9601 0.9592 0.9593
213 0.9579 0.9587 0.9579 0.9580 0.9587 0.9579 0.9580
214 0.9559 0.9570 0.9559 0.9560 0.9570 0.9559 0.9560
215 0.9586 0.9589 0.9586 0.9585 0.9589 0.9586 0.9585
216 0.9612 0.9617 0.9612 0.9612 0.9617 0.9612 0.9612
217 0.9586 0.9595 0.9586 0.9586 0.9595 0.9586 0.9586
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221 0.9572 0.9581 0.9572 0.9573 0.9581 0.9572 0.9573
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223 0.9553 0.9563 0.9553 0.9553 0.9563 0.9553 0.9553
224 0.9566 0.9573 0.9566 0.9566 0.9573 0.9566 0.9566
225 0.9572 0.9582 0.9572 0.9573 0.9582 0.9572 0.9573
226 0.9553 0.9561 0.9553 0.9553 0.9561 0.9553 0.9553
227 0.9579 0.9587 0.9579 0.9579 0.9587 0.9579 0.9579
228 0.9579 0.9586 0.9579 0.9579 0.9586 0.9579 0.9579
229 0.9546 0.9556 0.9546 0.9546 0.9556 0.9546 0.9546
230 0.9586 0.9593 0.9586 0.9586 0.9593 0.9586 0.9586
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232 0.9559 0.9568 0.9559 0.9559 0.9568 0.9559 0.9559
233 0.9559 0.9568 0.9559 0.9559 0.9568 0.9559 0.9559
234 0.9546 0.9554 0.9546 0.9546 0.9554 0.9546 0.9546
235 0.9539 0.9549 0.9539 0.9540 0.9549 0.9539 0.9540
236 0.9579 0.9589 0.9579 0.9580 0.9589 0.9579 0.9580
237 0.9553 0.9563 0.9553 0.9553 0.9563 0.9553 0.9553
238 0.9533 0.9543 0.9533 0.9534 0.9543 0.9533 0.9534
239 0.9566 0.9577 0.9566 0.9567 0.9577 0.9566 0.9567
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253 0.9559 0.9572 0.9559 0.9560 0.9572 0.9559 0.9560
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255 0.9533 0.9544 0.9533 0.9533 0.9544 0.9533 0.9533
256 0.9592 0.9602 0.9592 0.9593 0.9602 0.9592 0.9593
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263 0.9507 0.9525 0.9507 0.9509 0.9525 0.9507 0.9509
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278 0.9500 0.9520 0.9500 0.9503 0.9520 0.9500 0.9503
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282 0.9526 0.9538 0.9526 0.9527 0.9538 0.9526 0.9527
283 0.9513 0.9526 0.9513 0.9514 0.9526 0.9513 0.9514
284 0.9526 0.9543 0.9526 0.9528 0.9543 0.9526 0.9528
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293 0.9526 0.9543 0.9526 0.9528 0.9543 0.9526 0.9528
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301 0.9520 0.9535 0.9520 0.9522 0.9535 0.9520 0.9522
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307 0.9586 0.9599 0.9586 0.9586 0.9599 0.9586 0.9586
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309 0.9553 0.9566 0.9553 0.9553 0.9566 0.9553 0.9553
310 0.9553 0.9564 0.9553 0.9553 0.9564 0.9553 0.9553
311 0.9546 0.9556 0.9546 0.9546 0.9556 0.9546 0.9546
312 0.9553 0.9563 0.9553 0.9552 0.9563 0.9553 0.9552
313 0.9546 0.9554 0.9546 0.9545 0.9554 0.9546 0.9545
314 0.9526 0.9538 0.9526 0.9527 0.9538 0.9526 0.9527
315 0.9553 0.9564 0.9553 0.9553 0.9564 0.9553 0.9553
316 0.9586 0.9596 0.9586 0.9586 0.9596 0.9586 0.9586
317 0.9553 0.9565 0.9553 0.9553 0.9565 0.9553 0.9553
318 0.9526 0.9540 0.9526 0.9527 0.9540 0.9526 0.9527
319 0.9533 0.9546 0.9533 0.9533 0.9546 0.9533 0.9533
320 0.9546 0.9555 0.9546 0.9546 0.9555 0.9546 0.9546
321 0.9546 0.9554 0.9546 0.9546 0.9554 0.9546 0.9546
322 0.9500 0.9513 0.9500 0.9501 0.9513 0.9500 0.9501
323 0.9526 0.9537 0.9526 0.9527 0.9537 0.9526 0.9527
324 0.9500 0.9510 0.9500 0.9501 0.9510 0.9500 0.9501
325 0.9507 0.9519 0.9507 0.9507 0.9519 0.9507 0.9507
326 0.9500 0.9513 0.9500 0.9501 0.9513 0.9500 0.9501
327 0.9566 0.9580 0.9566 0.9567 0.9580 0.9566 0.9567
328 0.9526 0.9539 0.9526 0.9527 0.9539 0.9526 0.9527
329 0.9507 0.9521 0.9507 0.9508 0.9521 0.9507 0.9508
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331 0.9507 0.9518 0.9507 0.9507 0.9518 0.9507 0.9507
332 0.9520 0.9533 0.9520 0.9521 0.9533 0.9520 0.9521
333 0.9526 0.9542 0.9526 0.9528 0.9542 0.9526 0.9528
334 0.9500 0.9513 0.9500 0.9501 0.9513 0.9500 0.9501
335 0.9513 0.9527 0.9513 0.9514 0.9527 0.9513 0.9514
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337 0.9513 0.9526 0.9513 0.9514 0.9526 0.9513 0.9514
338 0.9500 0.9513 0.9500 0.9501 0.9513 0.9500 0.9501
339 0.9526 0.9538 0.9526 0.9527 0.9538 0.9526 0.9527
340 0.9526 0.9535 0.9526 0.9526 0.9535 0.9526 0.9526
341 0.9520 0.9531 0.9520 0.9521 0.9531 0.9520 0.9521
342 0.9572 0.9584 0.9572 0.9573 0.9584 0.9572 0.9573
343 0.9579 0.9590 0.9579 0.9580 0.9590 0.9579 0.9580
344 0.9586 0.9598 0.9586 0.9587 0.9598 0.9586 0.9587
345 0.9566 0.9580 0.9566 0.9568 0.9580 0.9566 0.9568
346 0.9586 0.9596 0.9586 0.9586 0.9596 0.9586 0.9586
347 0.9618 0.9630 0.9618 0.9620 0.9630 0.9618 0.9620
348 0.9605 0.9615 0.9605 0.9606 0.9615 0.9605 0.9606
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351 0.9579 0.9589 0.9579 0.9580 0.9589 0.9579 0.9580
352 0.9586 0.9595 0.9586 0.9586 0.9595 0.9586 0.9586
353 0.9592 0.9605 0.9592 0.9594 0.9605 0.9592 0.9594
354 0.9566 0.9577 0.9566 0.9567 0.9577 0.9566 0.9567
355 0.9579 0.9590 0.9579 0.9580 0.9590 0.9579 0.9580
356 0.9586 0.9596 0.9586 0.9586 0.9596 0.9586 0.9586
357 0.9586 0.9597 0.9586 0.9587 0.9597 0.9586 0.9587
358 0.9559 0.9571 0.9559 0.9561 0.9571 0.9559 0.9561
359 0.9572 0.9586 0.9572 0.9574 0.9586 0.9572 0.9574
360 0.9592 0.9601 0.9592 0.9593 0.9601 0.9592 0.9593
361 0.9599 0.9606 0.9599 0.9600 0.9606 0.9599 0.9600
362 0.9533 0.9549 0.9533 0.9535 0.9549 0.9533 0.9535
363 0.9533 0.9550 0.9533 0.9535 0.9550 0.9533 0.9535
364 0.9539 0.9556 0.9539 0.9542 0.9556 0.9539 0.9542
365 0.9533 0.9549 0.9533 0.9535 0.9549 0.9533 0.9535
366 0.9553 0.9571 0.9553 0.9555 0.9571 0.9553 0.9555
367 0.9586 0.9601 0.9586 0.9587 0.9601 0.9586 0.9587
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521 0.9526 0.9541 0.9526 0.9529 0.9541 0.9526 0.9529
522 0.9533 0.9551 0.9533 0.9536 0.9551 0.9533 0.9536
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529 0.9539 0.9556 0.9539 0.9542 0.9556 0.9539 0.9542
530 0.9520 0.9539 0.9520 0.9523 0.9539 0.9520 0.9523
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604 0.9526 0.9541 0.9526 0.9529 0.9541 0.9526 0.9529

11
reports/LinearFiltration/ResNet/time_metrics.txt
View File

@@ -39,17 +39,6 @@ execution_time_sec
0.001871
0.001864
0.001900
1.571003
0.001921
0.001930
0.001908
0.001897
0.001901
0.001898
0.001900
0.001895
0.001903
0.005801
1.588161
0.002564
0.001957

0
reports/LinearFiltration/ResNet_old/time_metrics_full sample.txt.txt → reports/LinearFiltration/ResNet/time_metrics_full sample.txt.txt
View File

3
reports/LinearFiltration/ResNet_old/Report sample.txt
View File

@@ -1,3 +0,0 @@
on full data:
- average first run = 16.495034

590
reports/LinearFiltration/ResNet_old/old.txt
View File

@@ -1,590 +0,0 @@
execution_time_sec
1.635622
0.002531
0.001979
0.002586
0.002610
0.002725
0.002553
0.002423
0.002479
0.002613
0.002302
0.002516
0.002445
0.002463
0.002466
0.002304
0.002904
0.002558
0.002211
0.004793
1.558785
0.001836
0.001835
0.001834
0.001844
0.001856
0.001870
0.001834
0.001856
0.001813
0.001846
0.001996
0.001826
0.001818
0.001816
0.001823
0.001840
0.001832
0.001842
0.001827
1.569093
0.001848
0.001847
0.001829
0.001829
0.001832
0.001829
0.002052
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0.001828
0.001831
0.001875
0.001833
0.001869
0.001830
0.001839
0.001835
0.001834
0.001854
0.001833
1.562149
0.001843
0.001838
0.001855
0.001846
0.001835
0.001862
0.001826
0.001836
0.001833
0.001838
0.001851
0.001838
0.001831
0.001828
0.001832
0.001844
0.001841
0.001850
0.001828
1.575004
0.001882
0.001876
0.001872
0.001838
0.001836
0.001852
0.001836
0.001846
0.001844
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108
reports/LinearFiltration/attack_values_old.csv
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@@ -1,108 +0,0 @@
target_class, parameter_mia_accuracy, lookalike_accuracy, A-Dist, JS-Dist
0,0.500000,1.000000, 0.062500, 0.485899
1,0.500000,1.000000, 0.083333, 0.484178
2,0.500000,0.989583, 0.010417, 0.525418
3,0.500000,0.989583, 0.333333, 0.487282
4,0.500000,1.000000, 0.020833, 0.505002
5,0.500000,1.000000, 0.093750, 0.491621
6,0.500000,1.000000, 0.052083, 0.482068
7,0.500000,0.979167, 0.010417, 0.519800
8,0.500000,0.989583, 0.020833, 0.485863
9,0.500000,0.989583, 0.208333, 0.483455
10,0.500000,1.000000, 0.145833, 0.454615
11,0.500000,1.000000, 0.333333, 0.495618
12,0.500000,1.000000, 0.072917, 0.458427
13,0.500000,1.000000, 0.135417, 0.477052
14,0.500000,1.000000, 0.020833, 0.472611
15,0.500000,1.000000, 0.239583, 0.479607
16,0.500000,1.000000, 0.135417, 0.468667
17,0.500000,1.000000, 0.208333, 0.469592
18,0.500000,1.000000, 0.197917, 0.454318
19,0.500000,0.989583, 0.041667, 0.499034
0,0.500000,1.000000, 0.072917, 0.483694
1,0.500000,1.000000, 0.239583, 0.482249
2,0.500000,0.989583, 0.062500, 0.528699
3,0.500000,1.000000, 0.177083, 0.488769
0,0.500000,1.000000, 0.208333, 0.479962
1,0.500000,1.000000, 0.177083, 0.480766
2,0.500000,1.000000, 0.156250, 0.530593
3,0.500000,1.000000, 0.031250, 0.490093
4,0.500000,1.000000, 0.062500, 0.514937
5,0.500000,1.000000, 0.041667, 0.483999
6,0.500000,1.000000, 0.041667, 0.480639
7,0.500000,1.000000, 0.114583, 0.516643
8,0.500000,1.000000, 0.322917, 0.482295
9,0.500000,1.000000, 0.156250, 0.482486
10,0.500000,1.000000, 0.208333, 0.454807
11,0.500000,1.000000, 0.197917, 0.496418
12,0.500000,1.000000, 0.083333, 0.449275
13,0.500000,1.000000, 0.177083, 0.478610
14,0.500000,1.000000, 0.177083, 0.465639
15,0.500000,1.000000, 0.031250, 0.481693
16,0.500000,1.000000, 0.062500, 0.471196
17,0.500000,1.000000, 0.218750, 0.467138
18,0.500000,1.000000, 0.156250, 0.450509
19,0.500000,1.000000, 0.177083, 0.494708
0,0.500000,1.000000, 0.062500, 0.485891
1,0.500000,1.000000, 0.218750, 0.478561
2,0.500000,1.000000, 0.135417, 0.532665
3,0.500000,1.000000, 0.072917, 0.489767
4,0.500000,1.000000, 0.125000, 0.507482
5,0.500000,1.000000, 0.031250, 0.494227
6,0.500000,1.000000, 0.114583, 0.482238
7,0.500000,1.000000, 0.041667, 0.515044
8,0.500000,1.000000, 0.250000, 0.487606
9,0.500000,1.000000, 0.083333, 0.481131
10,0.500000,1.000000, 0.229167, 0.452552
11,0.500000,1.000000, 0.291667, 0.507944
12,0.500000,1.000000, 0.177083, 0.454018
13,0.500000,1.000000, 0.250000, 0.478261
14,0.500000,1.000000, 0.145833, 0.474314
15,0.500000,1.000000, 0.135417, 0.480764
16,0.500000,1.000000, 0.020833, 0.468673
17,0.500000,1.000000, 0.281250, 0.465219
18,0.493750,1.000000, 0.177083, 0.460478
19,0.500000,1.000000, 0.322917, 0.491559
0,0.500000,1.000000, 0.072917, 0.481852
1,0.500000,1.000000, 0.197917, 0.479149
2,0.500000,1.000000, 0.218750, 0.525174
3,0.500000,1.000000, 0.156250, 0.486232
4,0.500000,1.000000, 0.052083, 0.512113
5,0.500000,1.000000, 0.010417, 0.486220
6,0.500000,1.000000, 0.208333, 0.487183
7,0.500000,1.000000, 0.083333, 0.514833
8,0.500000,1.000000, 0.052083, 0.491940
9,0.500000,1.000000, 0.052083, 0.489207
10,0.500000,1.000000, 0.104167, 0.454086
11,0.500000,1.000000, 0.333333, 0.503387
12,0.500000,1.000000, 0.208333, 0.455327
13,0.500000,1.000000, 0.020833, 0.486724
14,0.500000,1.000000, 0.010417, 0.471118
15,0.500000,1.000000, 0.010417, 0.477412
16,0.500000,1.000000, 0.260417, 0.467595
17,0.500000,1.000000, 0.208333, 0.467013
18,0.500000,1.000000, 0.270833, 0.453672
19,0.500000,1.000000, 0.208333, 0.496708
0,0.500000,1.000000, 0.177083, 0.478702
1,0.500000,1.000000, 0.145833, 0.479852
2,0.500000,1.000000, 0.156250, 0.524556
3,0.500000,1.000000, 0.020833, 0.484795
4,0.500000,1.000000, 0.000000, 0.510410
5,0.500000,1.000000, 0.072917, 0.494813
6,0.500000,1.000000, 0.239583, 0.479916
7,0.500000,1.000000, 0.062500, 0.516064
8,0.500000,1.000000, 0.114583, 0.486330
9,0.500000,1.000000, 0.093750, 0.483989
10,0.500000,1.000000, 0.260417, 0.458786
11,0.500000,1.000000, 0.218750, 0.500200
12,0.500000,1.000000, 0.166667, 0.460794
13,0.500000,1.000000, 0.135417, 0.487145
14,0.500000,1.000000, 0.041667, 0.470029
15,0.500000,1.000000, 0.020833, 0.479780
16,0.500000,1.000000, 0.208333, 0.468624
17,0.500000,1.000000, 0.291667, 0.465381
18,0.493750,1.000000, 0.145833, 0.449917
19,0.500000,1.000000, 0.250000, 0.493480
0,0.500000,1.000000, 0.145833, 0.477865
1,0.500000,1.000000, 0.072917, 0.476946
2,0.500000,1.000000, 0.187500, 0.530780
1 target_class parameter_mia_accuracy lookalike_accuracy A-Dist JS-Dist
2 0 0.500000 1.000000 0.062500 0.485899
3 1 0.500000 1.000000 0.083333 0.484178
4 2 0.500000 0.989583 0.010417 0.525418
5 3 0.500000 0.989583 0.333333 0.487282
6 4 0.500000 1.000000 0.020833 0.505002
7 5 0.500000 1.000000 0.093750 0.491621
8 6 0.500000 1.000000 0.052083 0.482068
9 7 0.500000 0.979167 0.010417 0.519800
10 8 0.500000 0.989583 0.020833 0.485863
11 9 0.500000 0.989583 0.208333 0.483455
12 10 0.500000 1.000000 0.145833 0.454615
13 11 0.500000 1.000000 0.333333 0.495618
14 12 0.500000 1.000000 0.072917 0.458427
15 13 0.500000 1.000000 0.135417 0.477052
16 14 0.500000 1.000000 0.020833 0.472611
17 15 0.500000 1.000000 0.239583 0.479607
18 16 0.500000 1.000000 0.135417 0.468667
19 17 0.500000 1.000000 0.208333 0.469592
20 18 0.500000 1.000000 0.197917 0.454318
21 19 0.500000 0.989583 0.041667 0.499034
22 0 0.500000 1.000000 0.072917 0.483694
23 1 0.500000 1.000000 0.239583 0.482249
24 2 0.500000 0.989583 0.062500 0.528699
25 3 0.500000 1.000000 0.177083 0.488769
26 0 0.500000 1.000000 0.208333 0.479962
27 1 0.500000 1.000000 0.177083 0.480766
28 2 0.500000 1.000000 0.156250 0.530593
29 3 0.500000 1.000000 0.031250 0.490093
30 4 0.500000 1.000000 0.062500 0.514937
31 5 0.500000 1.000000 0.041667 0.483999
32 6 0.500000 1.000000 0.041667 0.480639
33 7 0.500000 1.000000 0.114583 0.516643
34 8 0.500000 1.000000 0.322917 0.482295
35 9 0.500000 1.000000 0.156250 0.482486
36 10 0.500000 1.000000 0.208333 0.454807
37 11 0.500000 1.000000 0.197917 0.496418
38 12 0.500000 1.000000 0.083333 0.449275
39 13 0.500000 1.000000 0.177083 0.478610
40 14 0.500000 1.000000 0.177083 0.465639
41 15 0.500000 1.000000 0.031250 0.481693
42 16 0.500000 1.000000 0.062500 0.471196
43 17 0.500000 1.000000 0.218750 0.467138
44 18 0.500000 1.000000 0.156250 0.450509
45 19 0.500000 1.000000 0.177083 0.494708
46 0 0.500000 1.000000 0.062500 0.485891
47 1 0.500000 1.000000 0.218750 0.478561
48 2 0.500000 1.000000 0.135417 0.532665
49 3 0.500000 1.000000 0.072917 0.489767
50 4 0.500000 1.000000 0.125000 0.507482
51 5 0.500000 1.000000 0.031250 0.494227
52 6 0.500000 1.000000 0.114583 0.482238
53 7 0.500000 1.000000 0.041667 0.515044
54 8 0.500000 1.000000 0.250000 0.487606
55 9 0.500000 1.000000 0.083333 0.481131
56 10 0.500000 1.000000 0.229167 0.452552
57 11 0.500000 1.000000 0.291667 0.507944
58 12 0.500000 1.000000 0.177083 0.454018
59 13 0.500000 1.000000 0.250000 0.478261
60 14 0.500000 1.000000 0.145833 0.474314
61 15 0.500000 1.000000 0.135417 0.480764
62 16 0.500000 1.000000 0.020833 0.468673
63 17 0.500000 1.000000 0.281250 0.465219
64 18 0.493750 1.000000 0.177083 0.460478
65 19 0.500000 1.000000 0.322917 0.491559
66 0 0.500000 1.000000 0.072917 0.481852
67 1 0.500000 1.000000 0.197917 0.479149
68 2 0.500000 1.000000 0.218750 0.525174
69 3 0.500000 1.000000 0.156250 0.486232
70 4 0.500000 1.000000 0.052083 0.512113
71 5 0.500000 1.000000 0.010417 0.486220
72 6 0.500000 1.000000 0.208333 0.487183
73 7 0.500000 1.000000 0.083333 0.514833
74 8 0.500000 1.000000 0.052083 0.491940
75 9 0.500000 1.000000 0.052083 0.489207
76 10 0.500000 1.000000 0.104167 0.454086
77 11 0.500000 1.000000 0.333333 0.503387
78 12 0.500000 1.000000 0.208333 0.455327
79 13 0.500000 1.000000 0.020833 0.486724
80 14 0.500000 1.000000 0.010417 0.471118
81 15 0.500000 1.000000 0.010417 0.477412
82 16 0.500000 1.000000 0.260417 0.467595
83 17 0.500000 1.000000 0.208333 0.467013
84 18 0.500000 1.000000 0.270833 0.453672
85 19 0.500000 1.000000 0.208333 0.496708
86 0 0.500000 1.000000 0.177083 0.478702
87 1 0.500000 1.000000 0.145833 0.479852
88 2 0.500000 1.000000 0.156250 0.524556
89 3 0.500000 1.000000 0.020833 0.484795
90 4 0.500000 1.000000 0.000000 0.510410
91 5 0.500000 1.000000 0.072917 0.494813
92 6 0.500000 1.000000 0.239583 0.479916
93 7 0.500000 1.000000 0.062500 0.516064
94 8 0.500000 1.000000 0.114583 0.486330
95 9 0.500000 1.000000 0.093750 0.483989
96 10 0.500000 1.000000 0.260417 0.458786
97 11 0.500000 1.000000 0.218750 0.500200
98 12 0.500000 1.000000 0.166667 0.460794
99 13 0.500000 1.000000 0.135417 0.487145
100 14 0.500000 1.000000 0.041667 0.470029
101 15 0.500000 1.000000 0.020833 0.479780
102 16 0.500000 1.000000 0.208333 0.468624
103 17 0.500000 1.000000 0.291667 0.465381
104 18 0.493750 1.000000 0.145833 0.449917
105 19 0.500000 1.000000 0.250000 0.493480
106 0 0.500000 1.000000 0.145833 0.477865
107 1 0.500000 1.000000 0.072917 0.476946
108 2 0.500000 1.000000 0.187500 0.530780

12
reports/Retrain/attack_values.csv
View File

@@ -1,7 +1,4 @@
target_class, parameter_mia_accuracy, lookalike_accuracy, A-Dist, JS-Dist
0,0.500000,0.000000, 0.156250, 0.000000
1,0.500000,0.000000, 0.104167, 0.000000
2,0.500000,0.000000, 0.114583, 0.000000
0,0.500000,0.000000, 0.125000, 0.000000
1,0.500000,0.000000, 0.072917, 0.000000
2,0.500000,0.000000, 0.020833, 0.000000
@@ -22,10 +19,6 @@ target_class, parameter_mia_accuracy, lookalike_accuracy, A-Dist, JS-Dist
17,0.500000,0.000000, 0.093750, 0.000000
18,0.531250,0.000000, 0.010417, 0.000000
19,0.500000,0.000000, 0.031250, 0.000000
0,0.500000,0.000000, 0.062500, 0.000000
1,0.500000,0.000000, 0.072917, 0.000000
2,0.500000,0.000000, 0.031250, 0.000000
3,0.500000,0.000000, 0.083333, 0.000000
0,0.500000,0.000000, 0.010417, 0.000000
1,0.500000,0.000000, 0.062500, 0.000000
2,0.500000,0.000000, 0.104167, 0.000000
@@ -106,8 +99,3 @@ target_class, parameter_mia_accuracy, lookalike_accuracy, A-Dist, JS-Dist
17,0.500000,0.000000, 0.125000, 0.000000
18,0.500000,0.000000, 0.114583, 0.000000
19,0.500000,0.000000, 0.104167, 0.000000
0,0.500000,0.000000, 0.031250, 0.000000
1,0.500000,0.000000, 0.072917, 0.000000
2,0.500000,0.000000, 0.104167, 0.000000
0,0.500000,0.000000, 0.041667, 0.000000
0,0.500000,0.000000, 0.052083, 0.000000
1 target_class parameter_mia_accuracy lookalike_accuracy A-Dist JS-Dist
0 0.500000 0.000000 0.156250 0.000000
1 0.500000 0.000000 0.104167 0.000000
2 0.500000 0.000000 0.114583 0.000000
2 0 0.500000 0.000000 0.125000 0.000000
3 1 0.500000 0.000000 0.072917 0.000000
4 2 0.500000 0.000000 0.020833 0.000000
19 17 0.500000 0.000000 0.093750 0.000000
20 18 0.531250 0.000000 0.010417 0.000000
21 19 0.500000 0.000000 0.031250 0.000000
0 0.500000 0.000000 0.062500 0.000000
1 0.500000 0.000000 0.072917 0.000000
2 0.500000 0.000000 0.031250 0.000000
3 0.500000 0.000000 0.083333 0.000000
22 0 0.500000 0.000000 0.010417 0.000000
23 1 0.500000 0.000000 0.062500 0.000000
24 2 0.500000 0.000000 0.104167 0.000000
99 17 0.500000 0.000000 0.125000 0.000000
100 18 0.500000 0.000000 0.114583 0.000000
101 19 0.500000 0.000000 0.104167 0.000000
0 0.500000 0.000000 0.031250 0.000000
1 0.500000 0.000000 0.072917 0.000000
2 0.500000 0.000000 0.104167 0.000000
0 0.500000 0.000000 0.041667 0.000000
0 0.500000 0.000000 0.052083 0.000000

38
reports/Retrain/attack_values_int.csv
View File

@@ -1,38 +0,0 @@
target_class,parameter_mia_accuracy,latent_distance_tell,lookalike_accuracy
0,0.500000,11.573492,0.000000
1,0.500000,12.793120,0.000000
2,0.500000,12.951434,0.000000
3,0.500000,10.942259,0.000000
4,0.500000,10.675704,0.000000
5,0.500000,13.046491,0.000000
6,0.500000,11.343709,0.000000
7,0.500000,10.020437,0.000000
8,0.500000,12.896643,0.000000
9,0.500000,12.220088,0.000000
10,0.500000,11.315407,0.000000
11,0.450000,10.556920,0.000000
12,0.500000,10.925443,0.000000
13,0.500000,12.007375,0.000000
14,0.500000,11.471087,0.000000
15,0.500000,12.301955,0.000000
16,0.500000,10.831913,0.000000
17,0.500000,10.942777,0.000000
18,0.500000,11.699934,0.000000
19,0.500000,12.526654,0.000000
0,0.500000,11.601441,0.000000
0,0.500000,11.639872,0.000000
1,0.500000,12.723348,0.000000
2,0.500000,13.151769,0.000000
3,0.500000,10.969514,0.000000
4,0.500000,10.674448,0.000000
5,0.500000,13.068334,0.000000
6,0.500000,11.328772,0.000000
7,0.500000,9.926997,0.000000
8,0.500000,12.859781,0.000000
9,0.500000,12.061253,0.000000
10,0.500000,11.358070,0.000000
11,0.500000,10.484346,0.000000
12,0.500000,10.926878,0.000000
13,0.500000,12.002632,0.000000
0,0.500000,11.557904,0.000000
1,0.500000,12.819191,0.000000
1 target_class parameter_mia_accuracy latent_distance_tell lookalike_accuracy
2 0 0.500000 11.573492 0.000000
3 1 0.500000 12.793120 0.000000
4 2 0.500000 12.951434 0.000000
5 3 0.500000 10.942259 0.000000
6 4 0.500000 10.675704 0.000000
7 5 0.500000 13.046491 0.000000
8 6 0.500000 11.343709 0.000000
9 7 0.500000 10.020437 0.000000
10 8 0.500000 12.896643 0.000000
11 9 0.500000 12.220088 0.000000
12 10 0.500000 11.315407 0.000000
13 11 0.450000 10.556920 0.000000
14 12 0.500000 10.925443 0.000000
15 13 0.500000 12.007375 0.000000
16 14 0.500000 11.471087 0.000000
17 15 0.500000 12.301955 0.000000
18 16 0.500000 10.831913 0.000000
19 17 0.500000 10.942777 0.000000
20 18 0.500000 11.699934 0.000000
21 19 0.500000 12.526654 0.000000
22 0 0.500000 11.601441 0.000000
23 0 0.500000 11.639872 0.000000
24 1 0.500000 12.723348 0.000000
25 2 0.500000 13.151769 0.000000
26 3 0.500000 10.969514 0.000000
27 4 0.500000 10.674448 0.000000
28 5 0.500000 13.068334 0.000000
29 6 0.500000 11.328772 0.000000
30 7 0.500000 9.926997 0.000000
31 8 0.500000 12.859781 0.000000
32 9 0.500000 12.061253 0.000000
33 10 0.500000 11.358070 0.000000
34 11 0.500000 10.484346 0.000000
35 12 0.500000 10.926878 0.000000
36 13 0.500000 12.002632 0.000000
37 0 0.500000 11.557904 0.000000
38 1 0.500000 12.819191 0.000000

199
reports/WeightFiltration/RESNET34/forget.csv
View File

@@ -471,202 +471,3 @@ accuracy,macro_precision,macro_recall,macro_f1,weighted_precision,weighted_recal
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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
1 accuracy macro_precision macro_recall macro_f1 weighted_precision weighted_recall weighted_f1
471 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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199
reports/WeightFiltration/RESNET34/forget_train.csv
View File

@@ -471,202 +471,3 @@ accuracy,macro_precision,macro_recall,macro_f1,weighted_precision,weighted_recal
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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
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
0.0094,1.0000,0.0094,0.0186,1.0000,0.0094,0.0186
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
0.0813,1.0000,0.0813,0.1503,1.0000,0.0813,0.1503
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
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0281,1.0000,0.0281,0.0547,1.0000,0.0281,0.0547
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
0.0094,1.0000,0.0094,0.0186,1.0000,0.0094,0.0186
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
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0906,1.0000,0.0906,0.1662,1.0000,0.0906,0.1662
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
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
0.0406,1.0000,0.0406,0.0781,1.0000,0.0406,0.0781
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0344,1.0000,0.0344,0.0665,1.0000,0.0344,0.0665
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0469,1.0000,0.0469,0.0896,1.0000,0.0469,0.0896
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
0.2875,1.0000,0.2875,0.4466,1.0000,0.2875,0.4466
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
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
0.0094,1.0000,0.0094,0.0186,1.0000,0.0094,0.0186
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
0.0063,1.0000,0.0063,0.0124,1.0000,0.0063,0.0124
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
0.0844,1.0000,0.0844,0.1556,1.0000,0.0844,0.1556
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
471 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
472 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
473 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
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 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
0.0125 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
0.0063 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
0.0094 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
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.1031 1.0000 0.1031 0.1870 1.0000 0.1031 0.1870
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 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
0.0031 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
0.0031 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
0.0375 1.0000 0.0375 0.0723 1.0000 0.0375 0.0723
0.2281 1.0000 0.2281 0.3715 1.0000 0.2281 0.3715
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
0.0094 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
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
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
0.0094 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
0.0813 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
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0281 1.0000 0.0281 0.0547 1.0000 0.0281 0.0547
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
0.0094 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
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0906 1.0000 0.0906 0.1662 1.0000 0.0906 0.1662
0.0000 0.0000 0.0000 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
0.0406 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
0.0344 1.0000 0.0344 0.0665 1.0000 0.0344 0.0665
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0469 1.0000 0.0469 0.0896 1.0000 0.0469 0.0896
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
0.2875 1.0000 0.2875 0.4466 1.0000 0.2875 0.4466
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
0.0000 0.0000 0.0000 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
0.0094 1.0000 0.0094 0.0186 1.0000 0.0094 0.0186
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
0.0063 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
0.0844 1.0000 0.0844 0.1556 1.0000 0.0844 0.1556
0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000

199
reports/WeightFiltration/RESNET34/retain.csv
View File

@@ -471,202 +471,3 @@ accuracy,macro_precision,macro_recall,macro_f1,weighted_precision,weighted_recal
0.9559,0.9566,0.9559,0.9560,0.9566,0.9559,0.9560
0.9566,0.9574,0.9566,0.9567,0.9574,0.9566,0.9567
0.9559,0.9571,0.9559,0.9561,0.9571,0.9559,0.9561
0.9546,0.9557,0.9546,0.9547,0.9557,0.9546,0.9547
0.9553,0.9563,0.9553,0.9554,0.9563,0.9553,0.9554
0.9507,0.9524,0.9507,0.9510,0.9524,0.9507,0.9510
0.9553,0.9571,0.9553,0.9557,0.9571,0.9553,0.9557
0.9579,0.9590,0.9579,0.9581,0.9590,0.9579,0.9581
0.9566,0.9580,0.9566,0.9568,0.9580,0.9566,0.9568
0.9546,0.9558,0.9546,0.9548,0.9558,0.9546,0.9548
0.9520,0.9531,0.9520,0.9520,0.9531,0.9520,0.9520
0.9572,0.9590,0.9572,0.9575,0.9590,0.9572,0.9575
0.9586,0.9595,0.9586,0.9587,0.9595,0.9586,0.9587
0.9546,0.9566,0.9546,0.9549,0.9566,0.9546,0.9549
0.9553,0.9566,0.9553,0.9555,0.9566,0.9553,0.9555
0.9546,0.9561,0.9546,0.9548,0.9561,0.9546,0.9548
0.9572,0.9580,0.9572,0.9573,0.9580,0.9572,0.9573
0.9553,0.9567,0.9553,0.9554,0.9567,0.9553,0.9554
0.9493,0.9508,0.9493,0.9495,0.9508,0.9493,0.9495
0.9559,0.9572,0.9559,0.9560,0.9572,0.9559,0.9560
0.9546,0.9556,0.9546,0.9547,0.9556,0.9546,0.9547
0.9592,0.9606,0.9592,0.9594,0.9606,0.9592,0.9594
0.9526,0.9540,0.9526,0.9528,0.9540,0.9526,0.9528
0.9572,0.9581,0.9572,0.9573,0.9581,0.9572,0.9573
0.9546,0.9556,0.9546,0.9546,0.9556,0.9546,0.9546
0.9526,0.9537,0.9526,0.9527,0.9537,0.9526,0.9527
0.9539,0.9545,0.9539,0.9540,0.9545,0.9539,0.9540
0.9566,0.9574,0.9566,0.9566,0.9574,0.9566,0.9566
0.9533,0.9542,0.9533,0.9534,0.9542,0.9533,0.9534
0.9539,0.9554,0.9539,0.9541,0.9554,0.9539,0.9541
0.9533,0.9544,0.9533,0.9534,0.9544,0.9533,0.9534
0.9533,0.9541,0.9533,0.9534,0.9541,0.9533,0.9534
0.9520,0.9530,0.9520,0.9521,0.9530,0.9520,0.9521
0.9513,0.9525,0.9513,0.9514,0.9525,0.9513,0.9514
0.9493,0.9509,0.9493,0.9496,0.9509,0.9493,0.9496
0.9487,0.9500,0.9487,0.9487,0.9500,0.9487,0.9487
0.9559,0.9575,0.9559,0.9561,0.9575,0.9559,0.9561
0.9520,0.9531,0.9520,0.9521,0.9531,0.9520,0.9521
0.9526,0.9536,0.9526,0.9527,0.9536,0.9526,0.9527
0.9539,0.9557,0.9539,0.9541,0.9557,0.9539,0.9541
0.9553,0.9559,0.9553,0.9552,0.9559,0.9553,0.9552
0.9520,0.9530,0.9520,0.9520,0.9530,0.9520,0.9520
0.9526,0.9541,0.9526,0.9528,0.9541,0.9526,0.9528
0.9566,0.9575,0.9566,0.9566,0.9575,0.9566,0.9566
0.9526,0.9541,0.9526,0.9528,0.9541,0.9526,0.9528
0.9526,0.9541,0.9526,0.9528,0.9541,0.9526,0.9528
0.9559,0.9569,0.9559,0.9560,0.9569,0.9559,0.9560
0.9546,0.9555,0.9546,0.9546,0.9555,0.9546,0.9546
0.9520,0.9530,0.9520,0.9521,0.9530,0.9520,0.9521
0.9539,0.9545,0.9539,0.9540,0.9545,0.9539,0.9540
0.9566,0.9574,0.9566,0.9566,0.9574,0.9566,0.9566
0.9526,0.9541,0.9526,0.9528,0.9541,0.9526,0.9528
0.9533,0.9542,0.9533,0.9534,0.9542,0.9533,0.9534
0.9533,0.9547,0.9533,0.9535,0.9547,0.9533,0.9535
0.9566,0.9575,0.9566,0.9566,0.9575,0.9566,0.9566
0.9526,0.9540,0.9526,0.9528,0.9540,0.9526,0.9528
0.9546,0.9558,0.9546,0.9547,0.9558,0.9546,0.9547
0.9526,0.9540,0.9526,0.9528,0.9540,0.9526,0.9528
0.9526,0.9540,0.9526,0.9528,0.9540,0.9526,0.9528
0.9520,0.9541,0.9520,0.9524,0.9541,0.9520,0.9524
0.9520,0.9542,0.9520,0.9524,0.9542,0.9520,0.9524
0.9507,0.9515,0.9507,0.9507,0.9515,0.9507,0.9507
0.9533,0.9548,0.9533,0.9535,0.9548,0.9533,0.9535
0.9566,0.9583,0.9566,0.9569,0.9583,0.9566,0.9569
0.9572,0.9588,0.9572,0.9574,0.9588,0.9572,0.9574
0.9533,0.9551,0.9533,0.9536,0.9551,0.9533,0.9536
0.9487,0.9518,0.9487,0.9493,0.9518,0.9487,0.9493
0.9546,0.9559,0.9546,0.9547,0.9559,0.9546,0.9547
0.9520,0.9534,0.9520,0.9522,0.9534,0.9520,0.9522
0.9539,0.9554,0.9539,0.9542,0.9554,0.9539,0.9542
0.9539,0.9559,0.9539,0.9543,0.9559,0.9539,0.9543
0.9500,0.9518,0.9500,0.9503,0.9518,0.9500,0.9503
0.9520,0.9542,0.9520,0.9524,0.9542,0.9520,0.9524
0.9520,0.9541,0.9520,0.9523,0.9541,0.9520,0.9523
0.9520,0.9542,0.9520,0.9524,0.9542,0.9520,0.9524
0.9520,0.9540,0.9520,0.9523,0.9540,0.9520,0.9523
0.9507,0.9515,0.9507,0.9507,0.9515,0.9507,0.9507
0.9526,0.9548,0.9526,0.9530,0.9548,0.9526,0.9530
0.9520,0.9542,0.9520,0.9524,0.9542,0.9520,0.9524
0.9520,0.9528,0.9520,0.9520,0.9528,0.9520,0.9520
0.9539,0.9557,0.9539,0.9542,0.9557,0.9539,0.9542
0.9579,0.9597,0.9579,0.9582,0.9597,0.9579,0.9582
0.9566,0.9582,0.9566,0.9568,0.9582,0.9566,0.9568
0.9533,0.9551,0.9533,0.9536,0.9551,0.9533,0.9536
0.9500,0.9528,0.9500,0.9505,0.9528,0.9500,0.9505
0.9546,0.9558,0.9546,0.9547,0.9558,0.9546,0.9547
0.9520,0.9534,0.9520,0.9522,0.9534,0.9520,0.9522
0.9546,0.9562,0.9546,0.9549,0.9562,0.9546,0.9549
0.9520,0.9543,0.9520,0.9524,0.9543,0.9520,0.9524
0.9520,0.9540,0.9520,0.9523,0.9540,0.9520,0.9523
0.9520,0.9529,0.9520,0.9520,0.9529,0.9520,0.9520
0.9513,0.9536,0.9513,0.9517,0.9536,0.9513,0.9517
0.9520,0.9538,0.9520,0.9523,0.9538,0.9520,0.9523
0.9513,0.9523,0.9513,0.9513,0.9523,0.9513,0.9513
0.9533,0.9550,0.9533,0.9536,0.9550,0.9533,0.9536
0.9586,0.9605,0.9586,0.9589,0.9605,0.9586,0.9589
0.9566,0.9583,0.9566,0.9568,0.9583,0.9566,0.9568
0.9533,0.9551,0.9533,0.9536,0.9551,0.9533,0.9536
0.9500,0.9528,0.9500,0.9505,0.9528,0.9500,0.9505
0.9559,0.9570,0.9559,0.9560,0.9570,0.9559,0.9560
0.9526,0.9541,0.9526,0.9529,0.9541,0.9526,0.9529
0.9533,0.9549,0.9533,0.9535,0.9549,0.9533,0.9535
0.9539,0.9559,0.9539,0.9543,0.9559,0.9539,0.9543
0.9500,0.9518,0.9500,0.9503,0.9518,0.9500,0.9503
0.9533,0.9547,0.9533,0.9535,0.9547,0.9533,0.9535
0.9546,0.9558,0.9546,0.9547,0.9558,0.9546,0.9547
0.9520,0.9539,0.9520,0.9522,0.9539,0.9520,0.9522
0.9480,0.9506,0.9480,0.9485,0.9506,0.9480,0.9485
0.9520,0.9541,0.9520,0.9522,0.9541,0.9520,0.9522
0.9513,0.9526,0.9513,0.9514,0.9526,0.9513,0.9514
0.9533,0.9546,0.9533,0.9535,0.9546,0.9533,0.9535
0.9526,0.9548,0.9526,0.9530,0.9548,0.9526,0.9530
0.9520,0.9542,0.9520,0.9524,0.9542,0.9520,0.9524
0.9513,0.9523,0.9513,0.9514,0.9523,0.9513,0.9514
0.9533,0.9553,0.9533,0.9536,0.9553,0.9533,0.9536
0.9513,0.9536,0.9513,0.9517,0.9536,0.9513,0.9517
0.9520,0.9540,0.9520,0.9523,0.9540,0.9520,0.9523
0.9513,0.9523,0.9513,0.9513,0.9523,0.9513,0.9513
0.9533,0.9549,0.9533,0.9535,0.9549,0.9533,0.9535
0.9513,0.9536,0.9513,0.9517,0.9536,0.9513,0.9517
0.9520,0.9540,0.9520,0.9523,0.9540,0.9520,0.9523
0.9520,0.9530,0.9520,0.9520,0.9530,0.9520,0.9520
0.9539,0.9557,0.9539,0.9542,0.9557,0.9539,0.9542
0.9579,0.9597,0.9579,0.9582,0.9597,0.9579,0.9582
0.9566,0.9583,0.9566,0.9568,0.9583,0.9566,0.9568
0.9533,0.9551,0.9533,0.9536,0.9551,0.9533,0.9536
0.9487,0.9521,0.9487,0.9494,0.9521,0.9487,0.9494
0.9546,0.9558,0.9546,0.9547,0.9558,0.9546,0.9547
0.9526,0.9539,0.9526,0.9529,0.9539,0.9526,0.9529
0.9539,0.9556,0.9539,0.9542,0.9556,0.9539,0.9542
0.9539,0.9559,0.9539,0.9543,0.9559,0.9539,0.9543
0.9500,0.9518,0.9500,0.9503,0.9518,0.9500,0.9503
0.9533,0.9547,0.9533,0.9535,0.9547,0.9533,0.9535
0.9546,0.9558,0.9546,0.9547,0.9558,0.9546,0.9547
0.9520,0.9539,0.9520,0.9522,0.9539,0.9520,0.9522
0.9493,0.9515,0.9493,0.9497,0.9515,0.9493,0.9497
0.9520,0.9543,0.9520,0.9523,0.9543,0.9520,0.9523
0.9520,0.9531,0.9520,0.9521,0.9531,0.9520,0.9521
0.9533,0.9546,0.9533,0.9535,0.9546,0.9533,0.9535
0.9533,0.9554,0.9533,0.9537,0.9554,0.9533,0.9537
0.9520,0.9540,0.9520,0.9523,0.9540,0.9520,0.9523
0.9513,0.9523,0.9513,0.9513,0.9523,0.9513,0.9513
0.9533,0.9551,0.9533,0.9536,0.9551,0.9533,0.9536
0.9572,0.9590,0.9572,0.9576,0.9590,0.9572,0.9576
0.9566,0.9583,0.9566,0.9568,0.9583,0.9566,0.9568
0.9533,0.9548,0.9533,0.9536,0.9548,0.9533,0.9536
0.9487,0.9518,0.9487,0.9493,0.9518,0.9487,0.9493
0.9539,0.9551,0.9539,0.9541,0.9551,0.9539,0.9541
0.9520,0.9534,0.9520,0.9522,0.9534,0.9520,0.9522
0.9546,0.9561,0.9546,0.9548,0.9561,0.9546,0.9548
0.9539,0.9559,0.9539,0.9543,0.9559,0.9539,0.9543
0.9500,0.9518,0.9500,0.9503,0.9518,0.9500,0.9503
0.9533,0.9547,0.9533,0.9535,0.9547,0.9533,0.9535
0.9546,0.9558,0.9546,0.9547,0.9558,0.9546,0.9547
0.9520,0.9539,0.9520,0.9522,0.9539,0.9520,0.9522
0.9487,0.9509,0.9487,0.9490,0.9509,0.9487,0.9490
0.9513,0.9536,0.9513,0.9516,0.9536,0.9513,0.9516
0.9513,0.9526,0.9513,0.9514,0.9526,0.9513,0.9514
0.9533,0.9546,0.9533,0.9535,0.9546,0.9533,0.9535
0.9513,0.9536,0.9513,0.9517,0.9536,0.9513,0.9517
0.9520,0.9540,0.9520,0.9523,0.9540,0.9520,0.9523
0.9513,0.9522,0.9513,0.9514,0.9522,0.9513,0.9514
0.9533,0.9550,0.9533,0.9536,0.9550,0.9533,0.9536
0.9579,0.9597,0.9579,0.9582,0.9597,0.9579,0.9582
0.9566,0.9584,0.9566,0.9568,0.9584,0.9566,0.9568
0.9539,0.9555,0.9539,0.9542,0.9555,0.9539,0.9542
0.9500,0.9531,0.9500,0.9506,0.9531,0.9500,0.9506
0.9553,0.9565,0.9553,0.9554,0.9565,0.9553,0.9554
0.9520,0.9534,0.9520,0.9522,0.9534,0.9520,0.9522
0.9546,0.9561,0.9546,0.9548,0.9561,0.9546,0.9548
0.9539,0.9559,0.9539,0.9543,0.9559,0.9539,0.9543
0.9500,0.9518,0.9500,0.9503,0.9518,0.9500,0.9503
0.9533,0.9547,0.9533,0.9535,0.9547,0.9533,0.9535
0.9546,0.9558,0.9546,0.9547,0.9558,0.9546,0.9547
0.9520,0.9539,0.9520,0.9522,0.9539,0.9520,0.9522
0.9487,0.9508,0.9487,0.9490,0.9508,0.9487,0.9490
0.9520,0.9542,0.9520,0.9523,0.9542,0.9520,0.9523
0.9507,0.9519,0.9507,0.9507,0.9519,0.9507,0.9507
0.9533,0.9545,0.9533,0.9535,0.9545,0.9533,0.9535
0.9513,0.9536,0.9513,0.9517,0.9536,0.9513,0.9517
0.9520,0.9542,0.9520,0.9524,0.9542,0.9520,0.9524
0.9513,0.9523,0.9513,0.9514,0.9523,0.9513,0.9514
0.9539,0.9555,0.9539,0.9541,0.9555,0.9539,0.9541
0.9572,0.9590,0.9572,0.9576,0.9590,0.9572,0.9576
0.9566,0.9583,0.9566,0.9568,0.9583,0.9566,0.9568
0.9539,0.9555,0.9539,0.9542,0.9555,0.9539,0.9542
0.9500,0.9528,0.9500,0.9505,0.9528,0.9500,0.9505
0.9539,0.9552,0.9539,0.9541,0.9552,0.9539,0.9541
0.9526,0.9539,0.9526,0.9529,0.9539,0.9526,0.9529
0.9533,0.9549,0.9533,0.9536,0.9549,0.9533,0.9536
0.9539,0.9559,0.9539,0.9543,0.9559,0.9539,0.9543
0.9507,0.9524,0.9507,0.9509,0.9524,0.9507,0.9509
0.9533,0.9547,0.9533,0.9535,0.9547,0.9533,0.9535
0.9546,0.9559,0.9546,0.9547,0.9559,0.9546,0.9547
0.9513,0.9532,0.9513,0.9516,0.9532,0.9513,0.9516
0.9493,0.9515,0.9493,0.9496,0.9515,0.9493,0.9496
0.9513,0.9535,0.9513,0.9516,0.9535,0.9513,0.9516
0.9520,0.9532,0.9520,0.9520,0.9532,0.9520,0.9520
0.9533,0.9546,0.9533,0.9535,0.9546,0.9533,0.9535
0.9513,0.9536,0.9513,0.9517,0.9536,0.9513,0.9517
0.9520,0.9538,0.9520,0.9523,0.9538,0.9520,0.9523
0.9513,0.9523,0.9513,0.9514,0.9523,0.9513,0.9514
1 accuracy macro_precision macro_recall macro_f1 weighted_precision weighted_recall weighted_f1
471 0.9559 0.9566 0.9559 0.9560 0.9566 0.9559 0.9560
472 0.9566 0.9574 0.9566 0.9567 0.9574 0.9566 0.9567
473 0.9559 0.9571 0.9559 0.9561 0.9571 0.9559 0.9561
0.9546 0.9557 0.9546 0.9547 0.9557 0.9546 0.9547
0.9553 0.9563 0.9553 0.9554 0.9563 0.9553 0.9554
0.9507 0.9524 0.9507 0.9510 0.9524 0.9507 0.9510
0.9553 0.9571 0.9553 0.9557 0.9571 0.9553 0.9557
0.9579 0.9590 0.9579 0.9581 0.9590 0.9579 0.9581
0.9566 0.9580 0.9566 0.9568 0.9580 0.9566 0.9568
0.9546 0.9558 0.9546 0.9548 0.9558 0.9546 0.9548
0.9520 0.9531 0.9520 0.9520 0.9531 0.9520 0.9520
0.9572 0.9590 0.9572 0.9575 0.9590 0.9572 0.9575
0.9586 0.9595 0.9586 0.9587 0.9595 0.9586 0.9587
0.9546 0.9566 0.9546 0.9549 0.9566 0.9546 0.9549
0.9553 0.9566 0.9553 0.9555 0.9566 0.9553 0.9555
0.9546 0.9561 0.9546 0.9548 0.9561 0.9546 0.9548
0.9572 0.9580 0.9572 0.9573 0.9580 0.9572 0.9573
0.9553 0.9567 0.9553 0.9554 0.9567 0.9553 0.9554
0.9493 0.9508 0.9493 0.9495 0.9508 0.9493 0.9495
0.9559 0.9572 0.9559 0.9560 0.9572 0.9559 0.9560
0.9546 0.9556 0.9546 0.9547 0.9556 0.9546 0.9547
0.9592 0.9606 0.9592 0.9594 0.9606 0.9592 0.9594
0.9526 0.9540 0.9526 0.9528 0.9540 0.9526 0.9528
0.9572 0.9581 0.9572 0.9573 0.9581 0.9572 0.9573
0.9546 0.9556 0.9546 0.9546 0.9556 0.9546 0.9546
0.9526 0.9537 0.9526 0.9527 0.9537 0.9526 0.9527
0.9539 0.9545 0.9539 0.9540 0.9545 0.9539 0.9540
0.9566 0.9574 0.9566 0.9566 0.9574 0.9566 0.9566
0.9533 0.9542 0.9533 0.9534 0.9542 0.9533 0.9534
0.9539 0.9554 0.9539 0.9541 0.9554 0.9539 0.9541
0.9533 0.9544 0.9533 0.9534 0.9544 0.9533 0.9534
0.9533 0.9541 0.9533 0.9534 0.9541 0.9533 0.9534
0.9520 0.9530 0.9520 0.9521 0.9530 0.9520 0.9521
0.9513 0.9525 0.9513 0.9514 0.9525 0.9513 0.9514
0.9493 0.9509 0.9493 0.9496 0.9509 0.9493 0.9496
0.9487 0.9500 0.9487 0.9487 0.9500 0.9487 0.9487
0.9559 0.9575 0.9559 0.9561 0.9575 0.9559 0.9561
0.9520 0.9531 0.9520 0.9521 0.9531 0.9520 0.9521
0.9526 0.9536 0.9526 0.9527 0.9536 0.9526 0.9527
0.9539 0.9557 0.9539 0.9541 0.9557 0.9539 0.9541
0.9553 0.9559 0.9553 0.9552 0.9559 0.9553 0.9552
0.9520 0.9530 0.9520 0.9520 0.9530 0.9520 0.9520
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0.9480 0.9506 0.9480 0.9485 0.9506 0.9480 0.9485
0.9520 0.9541 0.9520 0.9522 0.9541 0.9520 0.9522
0.9513 0.9526 0.9513 0.9514 0.9526 0.9513 0.9514
0.9533 0.9546 0.9533 0.9535 0.9546 0.9533 0.9535
0.9526 0.9548 0.9526 0.9530 0.9548 0.9526 0.9530
0.9520 0.9542 0.9520 0.9524 0.9542 0.9520 0.9524
0.9513 0.9523 0.9513 0.9514 0.9523 0.9513 0.9514
0.9533 0.9553 0.9533 0.9536 0.9553 0.9533 0.9536
0.9513 0.9536 0.9513 0.9517 0.9536 0.9513 0.9517
0.9520 0.9540 0.9520 0.9523 0.9540 0.9520 0.9523
0.9513 0.9523 0.9513 0.9513 0.9523 0.9513 0.9513
0.9533 0.9549 0.9533 0.9535 0.9549 0.9533 0.9535
0.9513 0.9536 0.9513 0.9517 0.9536 0.9513 0.9517
0.9520 0.9540 0.9520 0.9523 0.9540 0.9520 0.9523
0.9520 0.9530 0.9520 0.9520 0.9530 0.9520 0.9520
0.9539 0.9557 0.9539 0.9542 0.9557 0.9539 0.9542
0.9579 0.9597 0.9579 0.9582 0.9597 0.9579 0.9582
0.9566 0.9583 0.9566 0.9568 0.9583 0.9566 0.9568
0.9533 0.9551 0.9533 0.9536 0.9551 0.9533 0.9536
0.9487 0.9521 0.9487 0.9494 0.9521 0.9487 0.9494
0.9546 0.9558 0.9546 0.9547 0.9558 0.9546 0.9547
0.9526 0.9539 0.9526 0.9529 0.9539 0.9526 0.9529
0.9539 0.9556 0.9539 0.9542 0.9556 0.9539 0.9542
0.9539 0.9559 0.9539 0.9543 0.9559 0.9539 0.9543
0.9500 0.9518 0.9500 0.9503 0.9518 0.9500 0.9503
0.9533 0.9547 0.9533 0.9535 0.9547 0.9533 0.9535
0.9546 0.9558 0.9546 0.9547 0.9558 0.9546 0.9547
0.9520 0.9539 0.9520 0.9522 0.9539 0.9520 0.9522
0.9493 0.9515 0.9493 0.9497 0.9515 0.9493 0.9497
0.9520 0.9543 0.9520 0.9523 0.9543 0.9520 0.9523
0.9520 0.9531 0.9520 0.9521 0.9531 0.9520 0.9521
0.9533 0.9546 0.9533 0.9535 0.9546 0.9533 0.9535
0.9533 0.9554 0.9533 0.9537 0.9554 0.9533 0.9537
0.9520 0.9540 0.9520 0.9523 0.9540 0.9520 0.9523
0.9513 0.9523 0.9513 0.9513 0.9523 0.9513 0.9513
0.9533 0.9551 0.9533 0.9536 0.9551 0.9533 0.9536
0.9572 0.9590 0.9572 0.9576 0.9590 0.9572 0.9576
0.9566 0.9583 0.9566 0.9568 0.9583 0.9566 0.9568
0.9533 0.9548 0.9533 0.9536 0.9548 0.9533 0.9536
0.9487 0.9518 0.9487 0.9493 0.9518 0.9487 0.9493
0.9539 0.9551 0.9539 0.9541 0.9551 0.9539 0.9541
0.9520 0.9534 0.9520 0.9522 0.9534 0.9520 0.9522
0.9546 0.9561 0.9546 0.9548 0.9561 0.9546 0.9548
0.9539 0.9559 0.9539 0.9543 0.9559 0.9539 0.9543
0.9500 0.9518 0.9500 0.9503 0.9518 0.9500 0.9503
0.9533 0.9547 0.9533 0.9535 0.9547 0.9533 0.9535
0.9546 0.9558 0.9546 0.9547 0.9558 0.9546 0.9547
0.9520 0.9539 0.9520 0.9522 0.9539 0.9520 0.9522
0.9487 0.9509 0.9487 0.9490 0.9509 0.9487 0.9490
0.9513 0.9536 0.9513 0.9516 0.9536 0.9513 0.9516
0.9513 0.9526 0.9513 0.9514 0.9526 0.9513 0.9514
0.9533 0.9546 0.9533 0.9535 0.9546 0.9533 0.9535
0.9513 0.9536 0.9513 0.9517 0.9536 0.9513 0.9517
0.9520 0.9540 0.9520 0.9523 0.9540 0.9520 0.9523
0.9513 0.9522 0.9513 0.9514 0.9522 0.9513 0.9514
0.9533 0.9550 0.9533 0.9536 0.9550 0.9533 0.9536
0.9579 0.9597 0.9579 0.9582 0.9597 0.9579 0.9582
0.9566 0.9584 0.9566 0.9568 0.9584 0.9566 0.9568
0.9539 0.9555 0.9539 0.9542 0.9555 0.9539 0.9542
0.9500 0.9531 0.9500 0.9506 0.9531 0.9500 0.9506
0.9553 0.9565 0.9553 0.9554 0.9565 0.9553 0.9554
0.9520 0.9534 0.9520 0.9522 0.9534 0.9520 0.9522
0.9546 0.9561 0.9546 0.9548 0.9561 0.9546 0.9548
0.9539 0.9559 0.9539 0.9543 0.9559 0.9539 0.9543
0.9500 0.9518 0.9500 0.9503 0.9518 0.9500 0.9503
0.9533 0.9547 0.9533 0.9535 0.9547 0.9533 0.9535
0.9546 0.9558 0.9546 0.9547 0.9558 0.9546 0.9547
0.9520 0.9539 0.9520 0.9522 0.9539 0.9520 0.9522
0.9487 0.9508 0.9487 0.9490 0.9508 0.9487 0.9490
0.9520 0.9542 0.9520 0.9523 0.9542 0.9520 0.9523
0.9507 0.9519 0.9507 0.9507 0.9519 0.9507 0.9507
0.9533 0.9545 0.9533 0.9535 0.9545 0.9533 0.9535
0.9513 0.9536 0.9513 0.9517 0.9536 0.9513 0.9517
0.9520 0.9542 0.9520 0.9524 0.9542 0.9520 0.9524
0.9513 0.9523 0.9513 0.9514 0.9523 0.9513 0.9514
0.9539 0.9555 0.9539 0.9541 0.9555 0.9539 0.9541
0.9572 0.9590 0.9572 0.9576 0.9590 0.9572 0.9576
0.9566 0.9583 0.9566 0.9568 0.9583 0.9566 0.9568
0.9539 0.9555 0.9539 0.9542 0.9555 0.9539 0.9542
0.9500 0.9528 0.9500 0.9505 0.9528 0.9500 0.9505
0.9539 0.9552 0.9539 0.9541 0.9552 0.9539 0.9541
0.9526 0.9539 0.9526 0.9529 0.9539 0.9526 0.9529
0.9533 0.9549 0.9533 0.9536 0.9549 0.9533 0.9536
0.9539 0.9559 0.9539 0.9543 0.9559 0.9539 0.9543
0.9507 0.9524 0.9507 0.9509 0.9524 0.9507 0.9509
0.9533 0.9547 0.9533 0.9535 0.9547 0.9533 0.9535
0.9546 0.9559 0.9546 0.9547 0.9559 0.9546 0.9547
0.9513 0.9532 0.9513 0.9516 0.9532 0.9513 0.9516
0.9493 0.9515 0.9493 0.9496 0.9515 0.9493 0.9496
0.9513 0.9535 0.9513 0.9516 0.9535 0.9513 0.9516
0.9520 0.9532 0.9520 0.9520 0.9532 0.9520 0.9520
0.9533 0.9546 0.9533 0.9535 0.9546 0.9533 0.9535
0.9513 0.9536 0.9513 0.9517 0.9536 0.9513 0.9517
0.9520 0.9538 0.9520 0.9523 0.9538 0.9520 0.9523
0.9513 0.9523 0.9513 0.9514 0.9523 0.9513 0.9514

215
reports/WeightFiltration/ResNet/time_metrics.txt
View File

@@ -299,17 +299,6 @@ execution_time_sec
0.000427
0.000398
0.000403
183.682534
0.000395
0.000388
0.000383
0.000515
0.000383
0.000385
0.000386
0.000450
0.000374
0.000908
177.630187
0.000413
0.000469
@@ -450,207 +439,3 @@ execution_time_sec
0.000431
0.000414
0.000410
176.474485
0.000407
0.000406
0.000407
0.000406
0.000407
0.000451
0.000399
0.000415
0.000411
0.000407
0.000428
0.000411
0.000408
0.000408
0.000402
0.000407
0.000411
0.000402
0.000411
176.875764
0.000397
0.000400
0.000404
0.000404
0.000397
0.000411
0.000397
0.000408
0.000409
0.000406
0.000426
0.000454
0.000416
0.000380
0.000419
0.000408
0.000396
0.000410
0.000435
87.953725
89.953191
88.555181
87.086629
86.067240
0.001263
0.000383
0.000499
0.000494
0.000391
0.000393
0.000394
87.004814
88.485772
0.000770
0.001780
0.000391
0.000384
0.000495
0.000501
0.000405
0.001766
0.000508
87.975398
0.000514
0.000446
0.001589
0.000390
0.000487
0.000440
0.001184
0.000422
0.000380
0.000461
89.646614
0.000455
0.000399
0.000369
87.205821
0.000449
0.001879
86.592527
0.000481
0.000432
0.000447
0.000428
0.000425
0.000443
0.000428
0.000424
0.000427
0.000426
0.000428
0.000430
0.000431
0.000426
0.000432
0.000424
0.000434
0.000419
0.000424
86.237751
0.000439
0.000432
0.000443
0.000430
0.000439
0.000434
0.000435
0.000428
0.000446
0.000441
0.000439
0.000435
0.000436
0.000433
0.000429
0.000434
0.000426
0.000430
0.000432
86.227529
0.000449
0.000436
0.000427
0.000430
0.000425
0.000427
0.000423
0.000425
0.000437
0.000438
0.000430
0.000399
0.000545
0.000430
0.000434
0.000425
0.000429
0.000436
0.000444
86.158356
0.000438
0.000437
0.000426
0.000436
0.000438
0.000434
0.000423
0.000469
0.000436
0.000431
0.000441
0.000431
0.000429
0.000433
0.000436
0.000442
0.000426
0.000455
0.000446
86.279183
0.000437
0.000406
0.000428
0.000433
0.000432
0.000430
0.000424
0.000421
0.000435
0.000428
0.000398
0.000432
0.000427
0.000407
0.000425
0.000433
0.000430
0.000422
0.000418
89.527112
87.450551
0.002478
0.000423
0.000417
0.000433
0.000426
0.000440
0.000826
0.000426
0.000440
0.000437
0.000425
0.000425
0.000422
0.000450
0.000423
0.000422
0.000422
0.000426
0.000428
86.247649
0.000436

7
reports/WeightFiltration/attack_values.csv
View File

@@ -19,10 +19,6 @@ target_class, parameter_mia_accuracy, lookalike_accuracy, A-Dist, JS-Dist
17,0.500000,0.927083, 0.114583, 0.536984
18,0.500000,0.947917, 0.072917, 0.529271
19,0.500000,0.958333, 0.062500, 0.552560
0,0.500000,0.968750, 0.208333, 0.536183
1,0.500000,0.968750, 0.125000, 0.538881
2,0.500000,0.958333, 0.031250, 0.567163
3,0.500000,0.979167, 0.114583, 0.562516
0,0.500000,0.952083, 0.000000, 0.537566
1,0.500000,0.912500, 0.083333, 0.535581
2,0.500000,0.958333, 0.010417, 0.564744
@@ -103,6 +99,3 @@ target_class, parameter_mia_accuracy, lookalike_accuracy, A-Dist, JS-Dist
17,0.500000,0.937500, 0.093750, 0.532926
18,0.500000,0.937500, 0.031250, 0.532182
19,0.500000,0.962500, 0.041667, 0.552156
0,0.500000,0.960417, 0.031250, 0.534253
1,0.500000,0.910417, 0.000000, 0.534778
2,0.500000,0.922917, 0.000000, 0.560311
1 target_class parameter_mia_accuracy lookalike_accuracy A-Dist JS-Dist
19 17 0.500000 0.927083 0.114583 0.536984
20 18 0.500000 0.947917 0.072917 0.529271
21 19 0.500000 0.958333 0.062500 0.552560
0 0.500000 0.968750 0.208333 0.536183
1 0.500000 0.968750 0.125000 0.538881
2 0.500000 0.958333 0.031250 0.567163
3 0.500000 0.979167 0.114583 0.562516
22 0 0.500000 0.952083 0.000000 0.537566
23 1 0.500000 0.912500 0.083333 0.535581
24 2 0.500000 0.958333 0.010417 0.564744
99 17 0.500000 0.937500 0.093750 0.532926
100 18 0.500000 0.937500 0.031250 0.532182
101 19 0.500000 0.962500 0.041667 0.552156
0 0.500000 0.960417 0.031250 0.534253
1 0.500000 0.910417 0.000000 0.534778
2 0.500000 0.922917 0.000000 0.560311

101
reports/WeightFiltration/attack_values_old.csv
View File

@@ -1,101 +0,0 @@
target_class,attack_mia_accuracy,latent_distance_tell
0,0.500000,1.107324
1,0.500000,1.182681
2,0.500000,1.628934
3,0.500000,1.260251
4,0.500000,1.399319
5,0.500000,2.046023
6,0.500000,1.750646
7,0.500000,1.243093
8,0.500000,1.809917
9,0.500000,1.702536
10,0.500000,1.291788
11,0.500000,1.434109
12,0.500000,1.448272
13,0.500000,1.694034
14,0.500000,1.717611
15,0.500000,1.758781
16,0.500000,1.188805
17,0.500000,1.591978
18,0.500000,1.445776
19,0.500000,1.626087
0,0.500000,1.158666
1,0.500000,1.245154
2,0.500000,1.558492
3,0.500000,1.358110
4,0.500000,1.339859
5,0.500000,2.025961
6,0.500000,1.828531
7,0.500000,1.186695
8,0.500000,1.920701
9,0.500000,1.718948
10,0.500000,1.374345
11,0.500000,1.495150
12,0.500000,1.368306
13,0.500000,1.710072
14,0.500000,1.700057
15,0.500000,1.766020
16,0.500000,1.160263
17,0.500000,1.634570
18,0.500000,1.461136
19,0.500000,1.697268
0,0.500000,1.092890
1,0.500000,1.238615
2,0.500000,1.704648
3,0.500000,1.394107
4,0.500000,1.365094
5,0.500000,2.032884
6,0.500000,1.833764
7,0.500000,1.225851
8,0.500000,1.807006
9,0.500000,1.704291
10,0.500000,1.358446
11,0.500000,1.555449
12,0.500000,1.387334
13,0.500000,1.693131
14,0.500000,1.736060
15,0.500000,1.768330
16,0.500000,1.190044
17,0.500000,1.585899
18,0.500000,1.482916
19,0.500000,1.691146
0,0.500000,1.141869
1,0.500000,1.352442
2,0.500000,1.695588
3,0.500000,1.432673
4,0.500000,1.314509
5,0.500000,2.010463
6,0.500000,1.817650
7,0.500000,1.291032
8,0.500000,1.703021
9,0.500000,1.802832
10,0.500000,1.355631
11,0.500000,1.485411
12,0.500000,1.441830
13,0.500000,1.728542
14,0.500000,1.740982
15,0.500000,1.764840
16,0.500000,1.210430
17,0.500000,1.645152
18,0.500000,1.471922
19,0.500000,1.709163
0,0.500000,1.122816
1,0.500000,1.332376
2,0.500000,1.646908
3,0.500000,1.429030
4,0.500000,1.321270
5,0.500000,2.033827
6,0.500000,1.863828
7,0.500000,1.242626
8,0.500000,1.924087
9,0.500000,1.760985
10,0.500000,1.423025
11,0.500000,1.428449
12,0.500000,1.390632
13,0.500000,1.619642
14,0.500000,1.745749
15,0.500000,1.734899
16,0.500000,1.144821
17,0.500000,1.548540
18,0.500000,1.452088
19,0.500000,1.721123
1 target_class attack_mia_accuracy latent_distance_tell
2 0 0.500000 1.107324
3 1 0.500000 1.182681
4 2 0.500000 1.628934
5 3 0.500000 1.260251
6 4 0.500000 1.399319
7 5 0.500000 2.046023
8 6 0.500000 1.750646
9 7 0.500000 1.243093
10 8 0.500000 1.809917
11 9 0.500000 1.702536
12 10 0.500000 1.291788
13 11 0.500000 1.434109
14 12 0.500000 1.448272
15 13 0.500000 1.694034
16 14 0.500000 1.717611
17 15 0.500000 1.758781
18 16 0.500000 1.188805
19 17 0.500000 1.591978
20 18 0.500000 1.445776
21 19 0.500000 1.626087
22 0 0.500000 1.158666
23 1 0.500000 1.245154
24 2 0.500000 1.558492
25 3 0.500000 1.358110
26 4 0.500000 1.339859
27 5 0.500000 2.025961
28 6 0.500000 1.828531
29 7 0.500000 1.186695
30 8 0.500000 1.920701
31 9 0.500000 1.718948
32 10 0.500000 1.374345
33 11 0.500000 1.495150
34 12 0.500000 1.368306
35 13 0.500000 1.710072
36 14 0.500000 1.700057
37 15 0.500000 1.766020
38 16 0.500000 1.160263
39 17 0.500000 1.634570
40 18 0.500000 1.461136
41 19 0.500000 1.697268
42 0 0.500000 1.092890
43 1 0.500000 1.238615
44 2 0.500000 1.704648
45 3 0.500000 1.394107
46 4 0.500000 1.365094
47 5 0.500000 2.032884
48 6 0.500000 1.833764
49 7 0.500000 1.225851
50 8 0.500000 1.807006
51 9 0.500000 1.704291
52 10 0.500000 1.358446
53 11 0.500000 1.555449
54 12 0.500000 1.387334
55 13 0.500000 1.693131
56 14 0.500000 1.736060
57 15 0.500000 1.768330
58 16 0.500000 1.190044
59 17 0.500000 1.585899
60 18 0.500000 1.482916
61 19 0.500000 1.691146
62 0 0.500000 1.141869
63 1 0.500000 1.352442
64 2 0.500000 1.695588
65 3 0.500000 1.432673
66 4 0.500000 1.314509
67 5 0.500000 2.010463
68 6 0.500000 1.817650
69 7 0.500000 1.291032
70 8 0.500000 1.703021
71 9 0.500000 1.802832
72 10 0.500000 1.355631
73 11 0.500000 1.485411
74 12 0.500000 1.441830
75 13 0.500000 1.728542
76 14 0.500000 1.740982
77 15 0.500000 1.764840
78 16 0.500000 1.210430
79 17 0.500000 1.645152
80 18 0.500000 1.471922
81 19 0.500000 1.709163
82 0 0.500000 1.122816
83 1 0.500000 1.332376
84 2 0.500000 1.646908
85 3 0.500000 1.429030
86 4 0.500000 1.321270
87 5 0.500000 2.033827
88 6 0.500000 1.863828
89 7 0.500000 1.242626
90 8 0.500000 1.924087
91 9 0.500000 1.760985
92 10 0.500000 1.423025
93 11 0.500000 1.428449
94 12 0.500000 1.390632
95 13 0.500000 1.619642
96 14 0.500000 1.745749
97 15 0.500000 1.734899
98 16 0.500000 1.144821
99 17 0.500000 1.548540
100 18 0.500000 1.452088
101 19 0.500000 1.721123