Outlier Detection on Cardio (Group I)
97.21AUROCKPCA+MLP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| KPCA+MLPAggregation=Average over 5 runs2025.07 | 97.21 | 29.47 | |
| ECODAggregation=Average over 5 runs2025.07 | 78.53 | 50.54 | |
| MLP+TFAggregation=Average over 5 runs2025.07 | 74.41 | 52.4 | |
| DSVDDAggregation=Average over 5 runs2025.07 | 71.36 | 43.89 | |
| MetaODAggregation=Average over 5 runs2025.07 | 60.51 | 36.96 | |
| AEAggregation=Average over 5 runs2025.07 | 55.55 | 30.86 | |
| kNNAggregation=Average over 5 runs2025.07 | 51.91 | 33.64 | |
| UniODAggregation=Average over 5 runs2025.07 | 51.2 | 35.3 | |
| KDEAggregation=Average over 5 runs2025.07 | 50.27 | 27.54 | |
| DTE-NPAggregation=Average over 5 runs2025.07 | 49.23 | 31 | |
| ICLAggregation=Average over 5 runs2025.07 | 40.82 | 18.55 | |
| NeutralADAggregation=Average over 5 runs2025.07 | 38.63 | 20.17 | |
| SLADAggregation=Average over 5 runs2025.07 | 32.6 | 21.78 | |
| DPADAggregation=Average over 5 runs2025.07 | 30.62 | 16.69 |