Outlier Detection on Pima (Group I)
72.53AUROCkNN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| kNNAggregation=Average over 5 runs2025.07 | 72.53 | 52.64 | |
| UniODAggregation=Average over 5 runs2025.07 | 72.3 | 52.9 | |
| KDEAggregation=Average over 5 runs2025.07 | 72.28 | 53.49 | |
| DTE-NPAggregation=Average over 5 runs2025.07 | 71.54 | 52.07 | |
| MetaODAggregation=Average over 5 runs2025.07 | 70.89 | 57.18 | |
| MLP+TFAggregation=Average over 5 runs2025.07 | 68.76 | 50.01 | |
| AEAggregation=Average over 5 runs2025.07 | 63.86 | 45.43 | |
| DSVDDAggregation=Average over 5 runs2025.07 | 63.21 | 46.13 | |
| KPCA+MLPAggregation=Average over 5 runs2025.07 | 63.17 | 46.8 | |
| DPADAggregation=Average over 5 runs2025.07 | 61.46 | 45.46 | |
| NeutralADAggregation=Average over 5 runs2025.07 | 61.19 | 41.15 | |
| ECODAggregation=Average over 5 runs2025.07 | 59.44 | 46.42 | |
| ICLAggregation=Average over 5 runs2025.07 | 51.15 | 35.63 | |
| SLADAggregation=Average over 5 runs2025.07 | 47.75 | 34.64 |