Outlier Detection on SpamBase (Group I)
66.2AUROCMetaOD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MetaODAggregation=Average over 5 runs2025.07 | 66.2 | 51.2 | |
| ECODAggregation=Average over 5 runs2025.07 | 65.56 | 51.83 | |
| DSVDDAggregation=Average over 5 runs2025.07 | 56.82 | 43.23 | |
| UniODAggregation=Average over 5 runs2025.07 | 56.3 | 42.5 | |
| kNNAggregation=Average over 5 runs2025.07 | 56.14 | 41.36 | |
| AEAggregation=Average over 5 runs2025.07 | 55.99 | 41.91 | |
| KPCA+MLPAggregation=Average over 5 runs2025.07 | 53.39 | 40.41 | |
| DTE-NPAggregation=Average over 5 runs2025.07 | 53.14 | 40.38 | |
| SLADAggregation=Average over 5 runs2025.07 | 52.66 | 40.66 | |
| MLP+TFAggregation=Average over 5 runs2025.07 | 51.36 | 39.71 | |
| NeutralADAggregation=Average over 5 runs2025.07 | 51.09 | 38.63 | |
| KDEAggregation=Average over 5 runs2025.07 | 49.52 | 38.29 | |
| DPADAggregation=Average over 5 runs2025.07 | 47.14 | 38.82 | |
| ICLAggregation=Average over 5 runs2025.07 | 21.68 | 26.72 |