Outlier Detection on Annthyroid (AUC)
98.1AUCGDOF
Evaluation results
| Method | Links | |
|---|---|---|
| GDOFLabeled Outliers=52025.12 | 98.1 | |
| FRODlabeled data percentage=1%2025.12 | 96.3 | |
| DevNetLabeled Outliers=52025.12 | 93.5 | |
| PReNetLabeled Outliers=52025.12 | 93.1 | |
| IForestlabeled data percentage=1%2025.12 | 87.54 | |
| FEAWADlabeled data percentage=1%2025.12 | 80.78 | |
| FEAWADLabeled Outliers=52025.12 | 79.4 | |
| ECODLabeled Outliers=52025.12 | 78.9 | |
| ECODlabeled data percentage=1%2025.12 | 78.89 | |
| DeepSADLabeled Outliers=52025.12 | 76 | |
| DeepSVDDLabeled Outliers=52025.12 | 75.3 | |
| PReNetlabeled data percentage=1%2025.12 | 73.89 | |
| LUNARLabeled Outliers=52025.12 | 72.3 | |
| MFGADlabeled data percentage=1%2025.12 | 72.03 | |
| DeepSVDDlabeled data percentage=1%2025.12 | 71.79 | |
| REPENLabeled Outliers=52025.12 | 69.3 | |
| DevNetlabeled data percentage=1%2025.12 | 68.78 | |
| DIFLabeled Outliers=52025.12 | 67.3 | |
| WFRDAlabeled data percentage=1%2025.12 | 65.85 | |
| WFRDALabeled Outliers=52025.12 | 63.7 | |
| REPENlabeled data percentage=1%2025.12 | 62.48 | |
| DeepSADlabeled data percentage=1%2025.12 | 62.47 |