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ResearchFormerly WizWand

Out-of-Distribution Detection on COVID-19 (clean)

99AccuracyMahalanobis
84.4488.229295.78Aug 4, 2025
Updated 4mo ago

Evaluation results

MethodLinks
Mahalanobism=7682025.0899
SVMFeature-selection criterion=EVR, m=1432025.0898.5
ϵ-ballFeature-selection criterion=p-values, m=132025.0898.5
LogRegFeature-selection criterion=EVR, m=1402025.0898.1
SVMFeature-selection criterion=p-values, m=1362025.0897.6
kNNm=7682025.0897.6
LogRegFeature-selection criterion=p-values, m=1252025.0896.6
ODINm=7682025.0896.6
ϵ-cubeFeature-selection criterion=p-values, m=152025.0895.1
ϵ-ballFeature-selection criterion=EVR, m=72025.0894.2
ϵ-rectFeature-selection criterion=p-values, m=52025.0894.2
GMMFeature-selection criterion=p-values, m=652025.0894.2
ϵ-cubeFeature-selection criterion=EVR, m=62025.0893.7
GMMFeature-selection criterion=EVR, m=402025.0893.7
ViMm=7682025.0893.7
ϵ-rectFeature-selection criterion=EVR, m=42025.0885