Yorkshire Water Leak Detection (p=0.85)
98.05AUROCIsoForest
Evaluation results
| Method | Links | ||
|---|---|---|---|
| IsoForestCategory=Shallow methods2026.06 | 98.05 | 98.2 | |
| ProtoX-ADCategory=Explainable SS, Transformation=Manual (MT)2026.06 | 97.67 | 97.49 | |
| LocalOFCategory=Shallow methods2026.06 | 97.38 | 97.28 | |
| Black-boxCategory=Black-box SS, Transformation=Manual (MT)2026.06 | 96.78 | 96.82 | |
| OneClassSVMCategory=Shallow methods2026.06 | 96.66 | 96.61 | |
| KMExCategory=Explainable SS, Transformation=Manual (MT)2026.06 | 96.15 | 95.98 | |
| ProtoX-ADCategory=Explainable SS, Transformation=Neural (NT)2026.06 | 48.36 | 73.57 |