ai-se / tuning_workflow

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Unsupervised Outliers Detection #3

Open HuyTu7 opened 4 years ago

HuyTu7 commented 4 years ago

Detecting_Anomalous_Workflow_Transfers_Using_PCA__Autoencoders_and_Isolation_Forest_Methods (1).pdf

HuyTu7 commented 4 years ago

NEED TO CHECK WITH DR. KIRAN ON THE EXP RUNNING FOR THIS

HAMILTON FPR f1 acc acc_reported_in_paper
1SVM 22% 72% 79% not reported
IsoFR 15% 75% 79% ~9%

BBR FPR f1 acc acc_reported_in_paper
1SVM 22% 72% 80% not reported
IsoFR 15% 75% 81% ~10%

RENO FPR f1 acc acc_reported_in_paper
1SVM 36% 80% 90% not reported
IsoFR 47% 81% 90% ~10%

CUBIC FPR f1 acc acc_reported_in_paper
1SVM 32% 95% 97% not reported
IsoFR 35% 97% 97% ~97%