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Benchmarks
Binary Anomaly Detection on SmartNet (5-fold stratified cross-validation)
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100
AUC
XGBoost
96.36
97.305
98.25
99.195
May 29, 2026
AUC
F1 Score (Macro)
F1 Score (Binary)
Precision
Recall
Accuracy
Updated 2d ago
Evaluation Results
Method
Method
Links
AUC
F1 Score (Macro)
F1 Score (Binary)
Precision
Recall
Accuracy
XGBoost
n_estimators=200, max_...
2026.05
100
99.92
99.93
99.99
99.86
99.92
EBM
2026.05
99.99
98.8
98.91
99.98
97.85
98.81
DEM
explanation tree depth...
2026.05
99.55
97.96
98.13
99.54
96.78
97.98
LR
2026.05
96.5
93.93
94.21
99.22
89.68
93.94
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