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ResearchFormerly WizWand

Outlier Detection on pendigits ADBench

96.11AUROCIF
34.261250.318166.37582.4319Jul 9, 2025
Updated 8mo ago

Evaluation results

MethodLinks
IFhyperparameter tuning=true, cross-validation=true2025.0796.1130.95
OC-SVMhyperparameter tuning=true, cross-validation=true2025.0793.6123.82
ECODhyperparameter tuning=true, cross-validation=true2025.0792.7426.56
LODAhyperparameter tuning=true, cross-validation=true2025.0791.9822.59
kNNhyperparameter tuning=true, cross-validation=true2025.0790.2313.66
KDEhyperparameter tuning=true, cross-validation=true2025.0789.0512.11
DSVDDhyperparameter tuning=true, cross-validation=true2025.0787.8714.47
AEhyperparameter tuning=true, cross-validation=true2025.0779.466.7
NeutralADhyperparameter tuning=true, cross-validation=true2025.0777.515.14
UniODhyperparameter tuning=true, cross-validation=true2025.0777.56
DTE-NPhyperparameter tuning=true, cross-validation=true2025.0777.088.05
MetaODhyperparameter tuning=true, cross-validation=true2025.0772.117.02
KPCA+MLPhyperparameter tuning=true, cross-validation=true2025.0764.612.89
DPADhyperparameter tuning=true, cross-validation=true2025.0763.735.68
SLADhyperparameter tuning=true, cross-validation=true2025.0760.112.75
LOFhyperparameter tuning=true, cross-validation=true2025.0748.113.85
ICLhyperparameter tuning=true, cross-validation=true2025.0736.641.63