Outlier Detection on smtp (historical)
100AUROCKDE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| KDERelease Year=19622025.07 | 100 | 100 | |
| kNNRelease Year=20002025.07 | 100 | 100 | |
| OC-SVMRelease Year=20012025.07 | 100 | 100 | |
| DSVDDRelease Year=20182025.07 | 100 | 100 | |
| ECODRelease Year=20222025.07 | 100 | 100 | |
| SLADRelease Year=20232025.07 | 100 | 100 | |
| DTE-NPRelease Year=20242025.07 | 100 | 100 | |
| UniODMode=Ours2025.07 | 100 | 100 | |
| LOFRelease Year=20002025.07 | 99.99 | 83.33 | |
| KPCA + MLP2025.07 | 99.99 | 83.33 | |
| AERelease Year=20062025.07 | 99.98 | 58.33 | |
| ICLRelease Year=20222025.07 | 99.94 | 61.11 | |
| NeutralADRelease Year=20212025.07 | 99.69 | 27.63 | |
| IFRelease Year=20082025.07 | 98.89 | 3.49 | |
| MetaODRelease Year=20212025.07 | 97.81 | 1.12 | |
| LODARelease Year=20162025.07 | 83.34 | 50.05 | |
| DPADRelease Year=20242025.07 | 74.25 | 14.09 |