Outlier Detection on Thyroid (AP)
77.05APMFGAD
Evaluation results
| Method | Links | |
|---|---|---|
| MFGADlabeled data ratio=1%2025.12 | 77.05 | |
| PReNetlabeled data ratio=1%2025.12 | 76.94 | |
| FRODlabeled data ratio=1%2025.12 | 75.98 | |
| FEAWADlabeled data ratio=1%2025.12 | 69.88 | |
| DevNetlabeled data ratio=1%2025.12 | 68.99 | |
| IForestlabeled data ratio=1%2025.12 | 52.48 | |
| ECODlabeled data ratio=1%2025.12 | 46.83 | |
| DeepSVDDlabeled data ratio=1%2025.12 | 46.16 | |
| DeepSADlabeled data ratio=1%2025.12 | 37.41 | |
| WFRDAlabeled data ratio=1%2025.12 | 23.8 | |
| REPENlabeled data ratio=1%2025.12 | 21.85 | |
| PReNetlabeled outliers=52025.12 | 6.7 | |
| GDOFlabeled outliers=52025.12 | 5.9 | |
| DevNetlabeled outliers=52025.12 | 5.1 | |
| FEAWADlabeled outliers=52025.12 | 4.6 | |
| DeepSADlabeled outliers=52025.12 | 1.8 | |
| LUNARlabeled outliers=52025.12 | 1.3 | |
| DIFlabeled outliers=52025.12 | 1.2 | |
| DeepSVDDlabeled outliers=52025.12 | 1.1 | |
| REPENlabeled outliers=52025.12 | 1.1 | |
| ECODlabeled outliers=52025.12 | 0.9 | |
| WFRDAlabeled outliers=52025.12 | 0.8 |