ResearchBenchmarksBinary Anomaly Detection on SmartNet (5-fold stratified cross-validation)Binary Anomaly Detection on SmartNet (5-fold stratified cross-validation)Follow100AUCXGBoost96.3697.30598.2599.195May 29, 2026Evaluation resultsMethodMethodLinksAUCF1 Score (Macro)F1 Score (Binary)PrecisionRecallAccuracyXGBoostn_estimators=200, max_...n_estimators=200, max_depth=6, learning_rate=0.05, subsample=0.82026.0510099.9299.9399.9999.8699.92EBM2026.0599.9998.898.9199.9897.8598.81DEMexplanation tree depth...explanation tree depth (d)=32026.0599.5597.9698.1399.5496.7897.98LR2026.0596.593.9394.2199.2289.6893.94