Outlier Detection on satellite (Group I)
86.9AUROCUniOD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UniODAggregation=Average over 5 runs2025.07 | 86.9 | 79.2 | |
| KDEAggregation=Average over 5 runs2025.07 | 76.03 | 60.35 | |
| kNNAggregation=Average over 5 runs2025.07 | 73.13 | 59.28 | |
| DTE-NPAggregation=Average over 5 runs2025.07 | 68.91 | 54.72 | |
| AEAggregation=Average over 5 runs2025.07 | 68.52 | 54.4 | |
| SLADAggregation=Average over 5 runs2025.07 | 68.21 | 48.81 | |
| MetaODAggregation=Average over 5 runs2025.07 | 65.2 | 50.22 | |
| DPADAggregation=Average over 5 runs2025.07 | 64.76 | 47.16 | |
| NeutralADAggregation=Average over 5 runs2025.07 | 62.32 | 40.74 | |
| MLP+TFAggregation=Average over 5 runs2025.07 | 61.5 | 55.99 | |
| ICLAggregation=Average over 5 runs2025.07 | 59.07 | 43.85 | |
| ECODAggregation=Average over 5 runs2025.07 | 58.3 | 52.61 | |
| DSVDDAggregation=Average over 5 runs2025.07 | 57.25 | 51.63 | |
| KPCA+MLPAggregation=Average over 5 runs2025.07 | 55.3 | 41.56 |