breast-cancer anomaly screening
method,seconds,precision,recall,f1,roc_auc,detected
sklearn EllipticEnvelope,0.5495,0.5849,0.5849,0.5849,0.7426,212
sklearn OneClassSVM,0.0130,0.5236,0.5236,0.5236,0.6601,212
sklearn IsolationForest,0.1384,0.5236,0.5236,0.5236,0.6770,212
robustcov FastMCD,0.0678,0.5189,0.5189,0.5189,0.6829,212
sklearn LocalOutlierFactor,0.0079,0.4057,0.4057,0.4057,0.5356,212
n=569, p=12, anomaly_fraction=0.373
robust_radial_kurtosis=6.933
saved diagnostics to results/use_cases/breast_cancer
