Outlier Detection on breastw (Group I)
99.14AUROCECOD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ECODAggregation=Average over 5 runs2025.07 | 99.14 | 98.39 | |
| UniODAggregation=Average over 5 runs2025.07 | 99.1 | 96.9 | |
| kNNAggregation=Average over 5 runs2025.07 | 98.47 | 95.64 | |
| KDEAggregation=Average over 5 runs2025.07 | 98.43 | 95.58 | |
| DTE-NPAggregation=Average over 5 runs2025.07 | 97.89 | 93.03 | |
| MetaODAggregation=Average over 5 runs2025.07 | 97.71 | 93.54 | |
| MLP+TFAggregation=Average over 5 runs2025.07 | 97.21 | 93.53 | |
| AEAggregation=Average over 5 runs2025.07 | 95.12 | 87.9 | |
| KPCA+MLPAggregation=Average over 5 runs2025.07 | 88.16 | 47.85 | |
| DPADAggregation=Average over 5 runs2025.07 | 86.29 | 79.45 | |
| NeutralADAggregation=Average over 5 runs2025.07 | 84.92 | 61.29 | |
| DSVDDAggregation=Average over 5 runs2025.07 | 82.88 | 83.1 | |
| ICLAggregation=Average over 5 runs2025.07 | 82.57 | 71.74 | |
| SLADAggregation=Average over 5 runs2025.07 | 81.35 | 69.59 |