Outlier Detection on http (historical)
1AUROCUniOD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UniODMode=Ours2025.07 | 1 | 1 | |
| SLADRelease Year=20232025.07 | 0.9995 | 0.8679 | |
| MetaODRelease Year=20212025.07 | 0.9995 | 0.9656 | |
| KPCA + MLP2025.07 | 0.999 | 0.7931 | |
| AERelease Year=20062025.07 | 0.9987 | 0.7008 | |
| IFRelease Year=20082025.07 | 0.9979 | 0.6957 | |
| DSVDDRelease Year=20182025.07 | 0.997 | 0.5904 | |
| KDERelease Year=19622025.07 | 0.9957 | 0.4432 | |
| kNNRelease Year=20002025.07 | 0.9957 | 0.4432 | |
| LOFRelease Year=20002025.07 | 0.9947 | 0.3861 | |
| OC-SVMRelease Year=20012025.07 | 0.9941 | 0.3522 | |
| ECODRelease Year=20222025.07 | 0.9827 | 0.1595 | |
| LODARelease Year=20162025.07 | 0.9464 | 0.0758 | |
| NeutralADRelease Year=20212025.07 | 0.9171 | 0.0388 | |
| DPADRelease Year=20242025.07 | 0.5161 | 0.018 | |
| ICLRelease Year=20222025.07 | 0.3505 | 0.0061 | |
| DTE-NPRelease Year=20242025.07 | 0.1254 | 0.0113 |