Leak Detection on Yorkshire Water Leak Detection p=0.95
99.41AUROCIsoForest
Evaluation results
| Method | Links | ||
|---|---|---|---|
| IsoForestCategory=Shallow methods2026.06 | 99.41 | 98.6 | |
| LocalOFCategory=Shallow methods2026.06 | 99.26 | 98.06 | |
| OneClassSVMCategory=Shallow methods2026.06 | 99.15 | 97.35 | |
| ProtoX-ADCategory=Explainable SS, Transformation=Manual (MT)2026.06 | 98.94 | 96.8 | |
| Black-boxCategory=Black-box SS, Transformation=Manual (MT)2026.06 | 97.68 | 94.23 | |
| KMExCategory=Explainable SS, Transformation=Manual (MT)2026.06 | 97.09 | 93.47 | |
| ProtoX-ADCategory=Explainable SS, Transformation=Neural (NT)2026.06 | 47.23 | 59.74 |