Outlier Detection on satimage-2 (Group I)
99.88AUROCkNN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| kNNAggregation=Average over 5 runs2025.07 | 99.88 | 94.52 | |
| UniODAggregation=Average over 5 runs2025.07 | 99.7 | 95.7 | |
| MLP+TFAggregation=Average over 5 runs2025.07 | 96.74 | 86.93 | |
| DSVDDAggregation=Average over 5 runs2025.07 | 96.68 | 78.87 | |
| DTE-NPAggregation=Average over 5 runs2025.07 | 96.59 | 40.75 | |
| ECODAggregation=Average over 5 runs2025.07 | 96.49 | 65.97 | |
| KDEAggregation=Average over 5 runs2025.07 | 96.44 | 31.8 | |
| SLADAggregation=Average over 5 runs2025.07 | 95.97 | 37.66 | |
| AEAggregation=Average over 5 runs2025.07 | 95.71 | 28.47 | |
| MetaODAggregation=Average over 5 runs2025.07 | 91.51 | 29.83 | |
| DPADAggregation=Average over 5 runs2025.07 | 81.22 | 8.42 | |
| NeutralADAggregation=Average over 5 runs2025.07 | 79.71 | 2.85 | |
| ICLAggregation=Average over 5 runs2025.07 | 64.5 | 1.59 | |
| KPCA+MLPAggregation=Average over 5 runs2025.07 | 59.62 | 43.99 |