Outlier Detection on Thyroid (Group I)
97.71AUROCECOD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ECODAggregation=Average over 5 runs2025.07 | 97.71 | 46.78 | |
| kNNAggregation=Average over 5 runs2025.07 | 96.49 | 40.22 | |
| DTE-NPAggregation=Average over 5 runs2025.07 | 96.37 | 32.36 | |
| AEAggregation=Average over 5 runs2025.07 | 96.27 | 35.72 | |
| KDEAggregation=Average over 5 runs2025.07 | 95.83 | 28.6 | |
| MetaODAggregation=Average over 5 runs2025.07 | 95.01 | 49.56 | |
| UniODAggregation=Average over 5 runs2025.07 | 94.1 | 44.3 | |
| DSVDDAggregation=Average over 5 runs2025.07 | 91.35 | 26.02 | |
| MLP+TFAggregation=Average over 5 runs2025.07 | 90.96 | 40.81 | |
| SLADAggregation=Average over 5 runs2025.07 | 85.12 | 27.23 | |
| KPCA+MLPAggregation=Average over 5 runs2025.07 | 82.68 | 50.68 | |
| DPADAggregation=Average over 5 runs2025.07 | 73.53 | 14.58 | |
| NeutralADAggregation=Average over 5 runs2025.07 | 60.25 | 4.22 | |
| ICLAggregation=Average over 5 runs2025.07 | 42.61 | 2.16 |