Outlier Detection on optdigits (Group I)
0.8722AUROCMetaOD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MetaODAggregation=Average over 5 runs2025.07 | 0.8722 | 0.1974 | |
| UniODAggregation=Average over 5 runs2025.07 | 0.738 | 0.05 | |
| NeutralADAggregation=Average over 5 runs2025.07 | 0.6938 | 0.0513 | |
| ECODAggregation=Average over 5 runs2025.07 | 0.6045 | 0.0337 | |
| KPCA+MLPAggregation=Average over 5 runs2025.07 | 0.5663 | 0.0309 | |
| SLADAggregation=Average over 5 runs2025.07 | 0.5529 | 0.0293 | |
| ICLAggregation=Average over 5 runs2025.07 | 0.5418 | 0.0291 | |
| DPADAggregation=Average over 5 runs2025.07 | 0.5063 | 0.0295 | |
| AEAggregation=Average over 5 runs2025.07 | 0.4511 | 0.0243 | |
| MLP+TFAggregation=Average over 5 runs2025.07 | 0.4404 | 0.0236 | |
| DSVDDAggregation=Average over 5 runs2025.07 | 0.4074 | 0.0235 | |
| kNNAggregation=Average over 5 runs2025.07 | 0.3991 | 0.0219 | |
| DTE-NPAggregation=Average over 5 runs2025.07 | 0.3638 | 0.0209 | |
| KDEAggregation=Average over 5 runs2025.07 | 0.3232 | 0.0197 |