Outlier Detection on pendigits (Group I)
92.74AUROCECOD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ECODAggregation=Average over 5 runs2025.07 | 92.74 | 26.56 | |
| kNNAggregation=Average over 5 runs2025.07 | 90.23 | 13.66 | |
| KDEAggregation=Average over 5 runs2025.07 | 89.05 | 12.11 | |
| DSVDDAggregation=Average over 5 runs2025.07 | 87.87 | 14.47 | |
| MLP+TFAggregation=Average over 5 runs2025.07 | 85.45 | 15.39 | |
| AEAggregation=Average over 5 runs2025.07 | 79.46 | 6.7 | |
| NeutralADAggregation=Average over 5 runs2025.07 | 77.51 | 5.14 | |
| UniODAggregation=Average over 5 runs2025.07 | 77.5 | 6 | |
| DTE-NPAggregation=Average over 5 runs2025.07 | 77.08 | 8.05 | |
| MetaODAggregation=Average over 5 runs2025.07 | 72.11 | 7.02 | |
| KPCA+MLPAggregation=Average over 5 runs2025.07 | 64.61 | 2.89 | |
| DPADAggregation=Average over 5 runs2025.07 | 63.73 | 5.68 | |
| SLADAggregation=Average over 5 runs2025.07 | 60.11 | 2.75 | |
| ICLAggregation=Average over 5 runs2025.07 | 36.64 | 1.63 |