Outlier Detection on shuttle (historical)
99.83AUROCIF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| IFRelease Year=20082025.07 | 99.83 | 98.9 | |
| UniODMode=Ours2025.07 | 99.51 | 96.18 | |
| ECODRelease Year=20222025.07 | 99.4 | 91.1 | |
| KDERelease Year=19622025.07 | 99.37 | 91.86 | |
| DSVDDRelease Year=20182025.07 | 99.26 | 91.32 | |
| OC-SVMRelease Year=20012025.07 | 99.24 | 90.87 | |
| AERelease Year=20062025.07 | 99.05 | 79.74 | |
| SLADRelease Year=20232025.07 | 94.27 | 39.86 | |
| kNNRelease Year=20002025.07 | 92.06 | 34.51 | |
| LODARelease Year=20162025.07 | 87.65 | 34.45 | |
| KPCA + MLP2025.07 | 80.61 | 16.82 | |
| DTE-NPRelease Year=20242025.07 | 79.58 | 19.76 | |
| NeutralADRelease Year=20212025.07 | 73.58 | 14.77 | |
| DPADRelease Year=20242025.07 | 56.66 | 12.99 | |
| ICLRelease Year=20222025.07 | 52.21 | 8.29 | |
| MetaODRelease Year=20212025.07 | 49.17 | 8.88 | |
| LOFRelease Year=20002025.07 | 44.5 | 9.5 |