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2026-07-09 12:20:18 +02:00
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70
reports/CertifiedUnlearning/RESNET34/forget.csv
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@@ -430,3 +430,73 @@ 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
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.3250,1.0000,0.3250,0.4906,1.0000,0.3250,0.4906
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.3000,1.0000,0.3000,0.4615,1.0000,0.3000,0.4615
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
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
0.0250,1.0000,0.0250,0.0488,1.0000,0.0250,0.0488
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
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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
0.1500,1.0000,0.1500,0.2609,1.0000,0.1500,0.2609
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.1750,1.0000,0.1750,0.2979,1.0000,0.1750,0.2979
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
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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
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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
430 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
431 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
432 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
433 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
434 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
435 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
436 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
437 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
438 0.3250 1.0000 0.3250 0.4906 1.0000 0.3250 0.4906
439 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
440 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
441 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
442 0.3000 1.0000 0.3000 0.4615 1.0000 0.3000 0.4615
443 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
444 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
445 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
446 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
447 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
448 0.0250 1.0000 0.0250 0.0488 1.0000 0.0250 0.0488
449 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
450 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
451 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
452 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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457 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
458 0.1500 1.0000 0.1500 0.2609 1.0000 0.1500 0.2609
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461 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
462 0.1750 1.0000 0.1750 0.2979 1.0000 0.1750 0.2979
463 0.0375 1.0000 0.0375 0.0723 1.0000 0.0375 0.0723
464 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
465 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
466 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
467 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
468 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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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
482 0.1500 1.0000 0.1500 0.2609 1.0000 0.1500 0.2609
483 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
484 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
485 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
486 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
487 0.0375 1.0000 0.0375 0.0723 1.0000 0.0375 0.0723
488 0.0250 1.0000 0.0250 0.0488 1.0000 0.0250 0.0488
489 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
490 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
491 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
492 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
493 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
494 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
495 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
496 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
497 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
498 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
499 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
500 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
501 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
502 0.1125 1.0000 0.1125 0.2022 1.0000 0.1125 0.2022

70
reports/CertifiedUnlearning/RESNET34/forget_train.csv
View File

@@ -430,3 +430,73 @@ accuracy,macro_precision,macro_recall,macro_f1,weighted_precision,weighted_recal
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.5094,1.0000,0.5094,0.6749,1.0000,0.5094,0.6749
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
0.2969,1.0000,0.2969,0.4578,1.0000,0.2969,0.4578
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
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
0.0156,1.0000,0.0156,0.0308,1.0000,0.0156,0.0308
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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
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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
0.2562,1.0000,0.2562,0.4080,1.0000,0.2562,0.4080
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
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0.1469,1.0000,0.1469,0.2561,1.0000,0.1469,0.2561
0.0375,1.0000,0.0375,0.0723,1.0000,0.0375,0.0723
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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
0.0250,1.0000,0.0250,0.0488,1.0000,0.0250,0.0488
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0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.1031,1.0000,0.1031,0.1870,1.0000,0.1031,0.1870
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
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0094,1.0000,0.0094,0.0186,1.0000,0.0094,0.0186
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
0.0875,1.0000,0.0875,0.1609,1.0000,0.0875,0.1609
1 accuracy macro_precision macro_recall macro_f1 weighted_precision weighted_recall weighted_f1
430 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
431 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
432 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
433 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
434 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
435 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
436 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
437 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
438 0.5094 1.0000 0.5094 0.6749 1.0000 0.5094 0.6749
439 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
440 0.0031 1.0000 0.0031 0.0062 1.0000 0.0031 0.0062
441 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
442 0.2969 1.0000 0.2969 0.4578 1.0000 0.2969 0.4578
443 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
444 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
445 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
446 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
447 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
448 0.0156 1.0000 0.0156 0.0308 1.0000 0.0156 0.0308
449 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
450 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
451 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
452 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
453 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
454 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
455 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
456 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
457 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
458 0.2562 1.0000 0.2562 0.4080 1.0000 0.2562 0.4080
459 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
460 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
461 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
462 0.1469 1.0000 0.1469 0.2561 1.0000 0.1469 0.2561
463 0.0375 1.0000 0.0375 0.0723 1.0000 0.0375 0.0723
464 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
465 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
466 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
467 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
468 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
469 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
470 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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
474 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
475 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
476 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
477 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
478 0.0250 1.0000 0.0250 0.0488 1.0000 0.0250 0.0488
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
482 0.1031 1.0000 0.1031 0.1870 1.0000 0.1031 0.1870
483 0.0375 1.0000 0.0375 0.0723 1.0000 0.0375 0.0723
484 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
485 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
486 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
487 0.0656 1.0000 0.0656 0.1232 1.0000 0.0656 0.1232
488 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
489 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
490 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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492 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
493 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
494 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
495 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
496 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
497 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
498 0.0094 1.0000 0.0094 0.0186 1.0000 0.0094 0.0186
499 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
500 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
501 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
502 0.0875 1.0000 0.0875 0.1609 1.0000 0.0875 0.1609

70
reports/CertifiedUnlearning/RESNET34/retain.csv
View File

@@ -430,3 +430,73 @@ accuracy,macro_precision,macro_recall,macro_f1,weighted_precision,weighted_recal
0.7046,0.8702,0.7046,0.7201,0.8702,0.7046,0.7201
0.0789,0.0145,0.0789,0.0229,0.0145,0.0789,0.0229
0.8559,0.9075,0.8559,0.8674,0.9075,0.8559,0.8674
0.9224,0.9298,0.9224,0.9229,0.9298,0.9224,0.9229
0.4855,0.8412,0.4855,0.4695,0.8412,0.4855,0.4695
0.9105,0.9286,0.9105,0.9140,0.9286,0.9105,0.9140
0.9428,0.9446,0.9428,0.9427,0.9446,0.9428,0.9427
0.8599,0.9066,0.8599,0.8687,0.9066,0.8599,0.8687
0.9382,0.9441,0.9382,0.9390,0.9441,0.9382,0.9390
0.8421,0.9053,0.8421,0.8560,0.9053,0.8421,0.8560
0.9395,0.9435,0.9395,0.9399,0.9435,0.9395,0.9399
0.5605,0.8519,0.5605,0.5714,0.8519,0.5605,0.5714
0.9421,0.9446,0.9421,0.9424,0.9446,0.9421,0.9424
0.4868,0.9257,0.4868,0.5641,0.9257,0.4868,0.5641
0.8454,0.8987,0.8454,0.8538,0.8987,0.8454,0.8538
0.8066,0.9109,0.8066,0.8308,0.9109,0.8066,0.8308
0.9191,0.9321,0.9191,0.9210,0.9321,0.9191,0.9210
0.9237,0.9358,0.9237,0.9260,0.9358,0.9237,0.9260
0.9401,0.9454,0.9401,0.9409,0.9454,0.9401,0.9409
0.9132,0.9232,0.9132,0.9139,0.9232,0.9132,0.9139
0.1789,0.7363,0.1789,0.2088,0.7363,0.1789,0.2088
0.0743,0.0111,0.0743,0.0181,0.0111,0.0743,0.0181
0.4007,0.7057,0.4007,0.3780,0.7057,0.4007,0.3780
0.8724,0.9280,0.8724,0.8870,0.9280,0.8724,0.8870
0.1743,0.5505,0.1743,0.1488,0.5505,0.1743,0.1488
0.9388,0.9437,0.9388,0.9398,0.9437,0.9388,0.9398
0.9447,0.9470,0.9447,0.9449,0.9470,0.9447,0.9449
0.8954,0.9243,0.8954,0.9019,0.9243,0.8954,0.9019
0.9388,0.9430,0.9388,0.9393,0.9430,0.9388,0.9393
0.8961,0.9162,0.8961,0.8995,0.9162,0.8961,0.8995
0.8559,0.9244,0.8559,0.8749,0.9244,0.8559,0.8749
0.7645,0.8747,0.7645,0.7787,0.8747,0.7645,0.7787
0.9441,0.9462,0.9441,0.9444,0.9462,0.9441,0.9444
0.9336,0.9395,0.9336,0.9340,0.9395,0.9336,0.9340
0.6783,0.8697,0.6783,0.7008,0.8697,0.6783,0.7008
0.8382,0.9077,0.8382,0.8484,0.9077,0.8382,0.8484
0.0526,0.0028,0.0526,0.0053,0.0028,0.0526,0.0053
0.9342,0.9393,0.9342,0.9345,0.9393,0.9342,0.9345
0.9368,0.9416,0.9368,0.9376,0.9416,0.9368,0.9376
0.9158,0.9388,0.9158,0.9207,0.9388,0.9158,0.9207
0.8533,0.9012,0.8533,0.8595,0.9012,0.8533,0.8595
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
430 0.7046 0.8702 0.7046 0.7201 0.8702 0.7046 0.7201
431 0.0789 0.0145 0.0789 0.0229 0.0145 0.0789 0.0229
432 0.8559 0.9075 0.8559 0.8674 0.9075 0.8559 0.8674
433 0.9224 0.9298 0.9224 0.9229 0.9298 0.9224 0.9229
434 0.4855 0.8412 0.4855 0.4695 0.8412 0.4855 0.4695
435 0.9105 0.9286 0.9105 0.9140 0.9286 0.9105 0.9140
436 0.9428 0.9446 0.9428 0.9427 0.9446 0.9428 0.9427
437 0.8599 0.9066 0.8599 0.8687 0.9066 0.8599 0.8687
438 0.9382 0.9441 0.9382 0.9390 0.9441 0.9382 0.9390
439 0.8421 0.9053 0.8421 0.8560 0.9053 0.8421 0.8560
440 0.9395 0.9435 0.9395 0.9399 0.9435 0.9395 0.9399
441 0.5605 0.8519 0.5605 0.5714 0.8519 0.5605 0.5714
442 0.9421 0.9446 0.9421 0.9424 0.9446 0.9421 0.9424
443 0.4868 0.9257 0.4868 0.5641 0.9257 0.4868 0.5641
444 0.8454 0.8987 0.8454 0.8538 0.8987 0.8454 0.8538
445 0.8066 0.9109 0.8066 0.8308 0.9109 0.8066 0.8308
446 0.9191 0.9321 0.9191 0.9210 0.9321 0.9191 0.9210
447 0.9237 0.9358 0.9237 0.9260 0.9358 0.9237 0.9260
448 0.9401 0.9454 0.9401 0.9409 0.9454 0.9401 0.9409
449 0.9132 0.9232 0.9132 0.9139 0.9232 0.9132 0.9139
450 0.1789 0.7363 0.1789 0.2088 0.7363 0.1789 0.2088
451 0.0743 0.0111 0.0743 0.0181 0.0111 0.0743 0.0181
452 0.4007 0.7057 0.4007 0.3780 0.7057 0.4007 0.3780
453 0.8724 0.9280 0.8724 0.8870 0.9280 0.8724 0.8870
454 0.1743 0.5505 0.1743 0.1488 0.5505 0.1743 0.1488
455 0.9388 0.9437 0.9388 0.9398 0.9437 0.9388 0.9398
456 0.9447 0.9470 0.9447 0.9449 0.9470 0.9447 0.9449
457 0.8954 0.9243 0.8954 0.9019 0.9243 0.8954 0.9019
458 0.9388 0.9430 0.9388 0.9393 0.9430 0.9388 0.9393
459 0.8961 0.9162 0.8961 0.8995 0.9162 0.8961 0.8995
460 0.8559 0.9244 0.8559 0.8749 0.9244 0.8559 0.8749
461 0.7645 0.8747 0.7645 0.7787 0.8747 0.7645 0.7787
462 0.9441 0.9462 0.9441 0.9444 0.9462 0.9441 0.9444
463 0.9336 0.9395 0.9336 0.9340 0.9395 0.9336 0.9340
464 0.6783 0.8697 0.6783 0.7008 0.8697 0.6783 0.7008
465 0.8382 0.9077 0.8382 0.8484 0.9077 0.8382 0.8484
466 0.0526 0.0028 0.0526 0.0053 0.0028 0.0526 0.0053
467 0.9342 0.9393 0.9342 0.9345 0.9393 0.9342 0.9345
468 0.9368 0.9416 0.9368 0.9376 0.9416 0.9368 0.9376
469 0.9158 0.9388 0.9158 0.9207 0.9388 0.9158 0.9207
470 0.8533 0.9012 0.8533 0.8595 0.9012 0.8533 0.8595
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
474 0.4316 0.8326 0.4316 0.4030 0.8326 0.4316 0.4030
475 0.9289 0.9391 0.9289 0.9310 0.9391 0.9289 0.9310
476 0.9454 0.9476 0.9454 0.9456 0.9476 0.9454 0.9456
477 0.9046 0.9221 0.9046 0.9073 0.9221 0.9046 0.9073
478 0.9322 0.9393 0.9322 0.9332 0.9393 0.9322 0.9332
479 0.8842 0.9196 0.8842 0.8916 0.9196 0.8842 0.8916
480 0.9072 0.9258 0.9072 0.9111 0.9258 0.9072 0.9111
481 0.1322 0.3672 0.1322 0.0844 0.3672 0.1322 0.0844
482 0.9447 0.9469 0.9447 0.9451 0.9469 0.9447 0.9451
483 0.9336 0.9384 0.9336 0.9339 0.9384 0.9336 0.9339
484 0.7941 0.8921 0.7941 0.8103 0.8921 0.7941 0.8103
485 0.9447 0.9477 0.9447 0.9449 0.9477 0.9447 0.9449
486 0.1329 0.2409 0.1329 0.0850 0.2409 0.1329 0.0850
487 0.9513 0.9546 0.9513 0.9519 0.9546 0.9513 0.9519
488 0.9408 0.9464 0.9408 0.9416 0.9464 0.9408 0.9416
489 0.8987 0.9157 0.8987 0.8994 0.9157 0.8987 0.8994
490 0.8987 0.9205 0.8987 0.9035 0.9205 0.8987 0.9035
491 0.0750 0.0175 0.0750 0.0233 0.0175 0.0750 0.0233
492 0.4493 0.7334 0.4493 0.4059 0.7334 0.4493 0.4059
493 0.9322 0.9380 0.9322 0.9327 0.9380 0.9322 0.9327
494 0.7204 0.8401 0.7204 0.7178 0.8401 0.7204 0.7178
495 0.9428 0.9486 0.9428 0.9439 0.9486 0.9428 0.9439
496 0.9401 0.9450 0.9401 0.9408 0.9450 0.9401 0.9408
497 0.5875 0.8750 0.5875 0.6154 0.8750 0.5875 0.6154
498 0.9336 0.9402 0.9336 0.9342 0.9402 0.9336 0.9342
499 0.8257 0.8913 0.8257 0.8352 0.8913 0.8257 0.8352
500 0.8987 0.9353 0.8987 0.9086 0.9353 0.8987 0.9086
501 0.8882 0.9162 0.8882 0.8931 0.9162 0.8882 0.8931
502 0.9388 0.9419 0.9388 0.9392 0.9419 0.9388 0.9392