Outlier Detection on PageBlocks (Group I)
92.08AUROCkNN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| kNNAggregation=Average over 5 runs2025.07 | 92.08 | 56.83 | |
| AEAggregation=Average over 5 runs2025.07 | 91.63 | 52.12 | |
| ECODAggregation=Average over 5 runs2025.07 | 91.39 | 51.99 | |
| KDEAggregation=Average over 5 runs2025.07 | 90.66 | 53.98 | |
| DSVDDAggregation=Average over 5 runs2025.07 | 89.72 | 51.98 | |
| DTE-NPAggregation=Average over 5 runs2025.07 | 89.54 | 51.11 | |
| UniODAggregation=Average over 5 runs2025.07 | 88.2 | 46.2 | |
| NeutralADAggregation=Average over 5 runs2025.07 | 84.17 | 32.69 | |
| KPCA+MLPAggregation=Average over 5 runs2025.07 | 76.26 | 30.61 | |
| MetaODAggregation=Average over 5 runs2025.07 | 75.99 | 29.08 | |
| SLADAggregation=Average over 5 runs2025.07 | 74.08 | 36.85 | |
| MLP+TFAggregation=Average over 5 runs2025.07 | 71.41 | 34.99 | |
| ICLAggregation=Average over 5 runs2025.07 | 62.34 | 31.58 | |
| DPADAggregation=Average over 5 runs2025.07 | 52.7 | 11.82 |