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ResearchFormerly WizWand

Outlier Detection on Mushroom 1 (AUC)

97.38AUCMFGAD
48.104860.897473.6986.4826Dec 21, 2025Dec 22, 2025
Updated 8mo ago

Evaluation results

MethodLinks
MFGADlabeled data percentage=1%2025.1297.38
WFRDALabeled Outliers=52025.1297.1
WFRDAlabeled data percentage=1%2025.1297.01
FRODlabeled data percentage=1%2025.1295.06
ECODLabeled Outliers=52025.1294.9
DeepSADLabeled Outliers=52025.1294.2
IForestlabeled data percentage=1%2025.1294.09
FEAWADlabeled data percentage=1%2025.1293.01
REPENLabeled Outliers=52025.1292.9
GDOFLabeled Outliers=52025.1292.4
FEAWADLabeled Outliers=52025.1291
DevNetLabeled Outliers=52025.1290.2
PReNetlabeled data percentage=1%2025.1289.75
REPENlabeled data percentage=1%2025.1289.31
DevNetlabeled data percentage=1%2025.1288.93
PReNetLabeled Outliers=52025.1288.6
DeepSADlabeled data percentage=1%2025.1286.59
DeepSVDDlabeled data percentage=1%2025.1281.46
LUNARLabeled Outliers=52025.1281.4
DIFLabeled Outliers=52025.1276.7
DeepSVDDLabeled Outliers=52025.1254.2
ECODlabeled data percentage=1%2025.1250