Outlier Detection on Thyroid (AUC)
99.29AUCFROD
Evaluation Results
| Method | Links | |
|---|---|---|
| FRODlabeled data percentage=1%2025.12 | 99.29 | |
| MFGADlabeled data percentage=1%2025.12 | 98.55 | |
| PReNetlabeled data percentage=1%2025.12 | 98.03 | |
| ECODlabeled data percentage=1%2025.12 | 97.7 | |
| IForestlabeled data percentage=1%2025.12 | 96.75 | |
| FEAWADlabeled data percentage=1%2025.12 | 96.56 | |
| DevNetlabeled data percentage=1%2025.12 | 96.52 | |
| DeepSVDDlabeled data percentage=1%2025.12 | 92.89 | |
| WFRDAlabeled data percentage=1%2025.12 | 90.84 | |
| REPENlabeled data percentage=1%2025.12 | 89.21 | |
| DeepSADlabeled data percentage=1%2025.12 | 88.2 | |
| GDOFLabeled Outliers=52025.12 | 74.8 | |
| CODlabeled outliers=52025.12 | 74 | |
| PReNetlabeled outliers=52025.12 | 73.5 | |
| PReNetLabeled Outliers=52025.12 | 73.5 | |
| DevNetlabeled outliers=52025.12 | 73 | |
| DevNetLabeled Outliers=52025.12 | 73 | |
| FEAWADlabeled outliers=52025.12 | 72.3 | |
| FEAWADLabeled Outliers=52025.12 | 72.3 | |
| DIFLabeled Outliers=52025.12 | 66.5 | |
| DeepSADlabeled outliers=52025.12 | 66.3 | |
| DeepSADLabeled Outliers=52025.12 | 66.3 | |
| IForestlabeled outliers=52025.12 | 66.2 | |
| REPENlabeled outliers=52025.12 | 64.8 | |
| REPENLabeled Outliers=52025.12 | 64.8 | |
| LUNARLabeled Outliers=52025.12 | 63.2 | |
| SODlabeled outliers=52025.12 | 58.8 | |
| ECODlabeled outliers=52025.12 | 57.9 | |
| ECODLabeled Outliers=52025.12 | 57.9 | |
| DeepSVDDlabeled outliers=52025.12 | 53.4 | |
| DeepSVDDLabeled Outliers=52025.12 | 53.4 | |
| WFRDAlabeled outliers=52025.12 | 51.6 | |
| WFRDALabeled Outliers=52025.12 | 51.6 |