Outlier Detection on Mushroom 1 (AUC)
97.38AUCMFGAD
Evaluation Results
| Method | Links | |
|---|---|---|
| MFGADlabeled data percentage=1%2025.12 | 97.38 | |
| WFRDALabeled Outliers=52025.12 | 97.1 | |
| WFRDAlabeled data percentage=1%2025.12 | 97.01 | |
| FRODlabeled data percentage=1%2025.12 | 95.06 | |
| ECODLabeled Outliers=52025.12 | 94.9 | |
| DeepSADLabeled Outliers=52025.12 | 94.2 | |
| IForestlabeled data percentage=1%2025.12 | 94.09 | |
| FEAWADlabeled data percentage=1%2025.12 | 93.01 | |
| REPENLabeled Outliers=52025.12 | 92.9 | |
| GDOFLabeled Outliers=52025.12 | 92.4 | |
| FEAWADLabeled Outliers=52025.12 | 91 | |
| DevNetLabeled Outliers=52025.12 | 90.2 | |
| PReNetlabeled data percentage=1%2025.12 | 89.75 | |
| REPENlabeled data percentage=1%2025.12 | 89.31 | |
| DevNetlabeled data percentage=1%2025.12 | 88.93 | |
| PReNetLabeled Outliers=52025.12 | 88.6 | |
| DeepSADlabeled data percentage=1%2025.12 | 86.59 | |
| DeepSVDDlabeled data percentage=1%2025.12 | 81.46 | |
| LUNARLabeled Outliers=52025.12 | 81.4 | |
| DIFLabeled Outliers=52025.12 | 76.7 | |
| DeepSVDDLabeled Outliers=52025.12 | 54.2 | |
| ECODlabeled data percentage=1%2025.12 | 50 |