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Unsupervised Outliers Detection #3

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HuyTu7 opened this issue Apr 1, 2020 · 1 comment
Open

Unsupervised Outliers Detection #3

HuyTu7 opened this issue Apr 1, 2020 · 1 comment

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@HuyTu7
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HuyTu7 commented Apr 1, 2020

Detecting_Anomalous_Workflow_Transfers_Using_PCA__Autoencoders_and_Isolation_Forest_Methods (1).pdf

@HuyTu7
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HuyTu7 commented Apr 1, 2020

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%

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