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ResearchFormerly WizWand

Out-of-Distribution Detection on Substance Use (clean)

97.6AccuracySVM
79.29684.04888.893.552Aug 4, 2025
Updated 4mo ago

Evaluation results

MethodLinks
SVMFeature-selection criterion=p-values, m=1362025.0897.6
kNNm=7682025.0897.6
ODINm=7682025.0897.6
SVMFeature-selection criterion=EVR, m=1432025.0897.2
LogRegFeature-selection criterion=EVR, m=1402025.0896.7
GMMFeature-selection criterion=EVR, m=402025.0896.4
LogRegFeature-selection criterion=p-values, m=1252025.0896.4
GMMFeature-selection criterion=p-values, m=652025.0896
ϵ-ballFeature-selection criterion=p-values, m=132025.0894.4
ϵ-cubeFeature-selection criterion=p-values, m=152025.0894.4
ϵ-ballFeature-selection criterion=EVR, m=72025.0894
ϵ-rectFeature-selection criterion=EVR, m=42025.0893.6
ϵ-cubeFeature-selection criterion=EVR, m=62025.0892.8
ϵ-rectFeature-selection criterion=p-values, m=52025.0890.4
ViMm=7682025.0880.8
Mahalanobism=7682025.0880