Anomaly Detection on Hepatitis
0.8281AUC ROCCTAD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CTADBase Detector=DRL2026.02 | 0.8281 | — | |
| Best Unsupervisedsource=[9]2025.12 | 0.82 | 41.5 | |
| PCA2026.02 | 0.8122 | — | |
| DRL2026.02 | 0.81 | — | |
| DTE2026.02 | 0.8022 | — | |
| CTADBase Detector=MCM2026.02 | 0.7941 | — | |
| IForest2026.02 | 0.7255 | — | |
| ECOD2026.02 | 0.6991 | — | |
| DeepSVDD2026.02 | 0.6621 | — | |
| NeuTraLAD2026.02 | 0.6584 | — | |
| PaLD2025.12 | 0.638 | 34.5 | |
| AutoEncoder2026.02 | 0.5977 | — | |
| CTADBase Detector=KNN2026.02 | 0.5769 | — | |
| GOAD2026.02 | 0.5724 | — | |
| ICL2026.02 | 0.5618 | — | |
| knn2025.12 | 0.55 | 0.28 | |
| MCM2026.02 | 0.5289 | — | |
| OCSVM2026.02 | 0.4955 | — | |
| KNN2026.02 | 0.4682 | — | |
| AE2026.03 | — | 0.3985 | |
| DisentAD2026.03 | — | 0.4767 | |
| DRL2026.03 | — | 0.4344 | |
| DSVDD2026.03 | — | 0.5444 | |
| iForest2026.03 | — | 0.4289 | |
| KNN2026.03 | — | 0.3063 | |
| LOF2026.03 | — | 0.4289 | |
| LUNAR2026.03 | — | 0.3115 | |
| MCM2026.03 | — | 0.4515 | |
| OFA-TAD2026.03 | — | 0.4846 |