Outlier Detection on PageBlocks
58.82AP (%)FROD
Evaluation results
| Method | Links | |
|---|---|---|
| FRODlabeled data ratio=1%2025.12 | 58.82 | |
| DevNetlabeled outliers=52025.12 | 58 | |
| GDOFlabeled outliers=52025.12 | 57.5 | |
| PReNetlabeled outliers=52025.12 | 56.8 | |
| DeepSADlabeled outliers=52025.12 | 55.5 | |
| REPENlabeled outliers=52025.12 | 53.8 | |
| DeepSVDDlabeled data ratio=1%2025.12 | 53.55 | |
| FEAWADlabeled outliers=52025.12 | 52.2 | |
| ECODlabeled data ratio=1%2025.12 | 52.03 | |
| ECODlabeled outliers=52025.12 | 51.7 | |
| DIFlabeled outliers=52025.12 | 50.6 | |
| FEAWADlabeled data ratio=1%2025.12 | 48 | |
| IForestlabeled data ratio=1%2025.12 | 43.46 | |
| DevNetlabeled data ratio=1%2025.12 | 42.95 | |
| PReNetlabeled data ratio=1%2025.12 | 41.4 | |
| WFRDAlabeled outliers=52025.12 | 37.3 | |
| WFRDAlabeled data ratio=1%2025.12 | 36.62 | |
| LUNARlabeled outliers=52025.12 | 35.4 | |
| DeepSVDDlabeled outliers=52025.12 | 33.9 | |
| DeepSADlabeled data ratio=1%2025.12 | 20.51 | |
| REPENlabeled data ratio=1%2025.12 | 17.84 | |
| MFGADlabeled data ratio=1%2025.12 | 16.49 |