Outlier Detection on Arrhythmia (AP)
51.8APGDOF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GDOFlabeled outliers=52025.12 | 51.8 | — | |
| FRODlabeled data ratio=1%2025.12 | 48.23 | — | |
| WFRDAlabeled data ratio=1%2025.12 | 46.43 | — | |
| DeepSVDDlabeled data ratio=1%2025.12 | 46.07 | — | |
| DIFlabeled outliers=52025.12 | 45.8 | — | |
| ECODlabeled outliers=52025.12 | 44.8 | — | |
| LUNARlabeled outliers=52025.12 | 42.8 | — | |
| WFRDAlabeled outliers=52025.12 | 37.3 | — | |
| REPENlabeled outliers=52025.12 | 37.3 | — | |
| REPENlabeled data ratio=1%2025.12 | 35.93 | — | |
| MFGADlabeled data ratio=1%2025.12 | 35.27 | — | |
| DeepSADlabeled data ratio=1%2025.12 | 34.69 | — | |
| FEAWADlabeled outliers=52025.12 | 30.1 | — | |
| IForestlabeled data ratio=1%2025.12 | 29.7 | — | |
| FEAWADlabeled data ratio=1%2025.12 | 28.42 | — | |
| PReNetlabeled outliers=52025.12 | 27.9 | — | |
| DevNetlabeled data ratio=1%2025.12 | 27.59 | — | |
| PReNetlabeled data ratio=1%2025.12 | 27.34 | — | |
| DevNetlabeled outliers=52025.12 | 25.1 | — | |
| DeepSVDDlabeled outliers=52025.12 | 23.3 | — | |
| DeepSADlabeled outliers=52025.12 | 22.7 | — | |
| ECODlabeled data ratio=1%2025.12 | 14.54 | — | |
| CODlabeled_outliers=52025.12 | — | 50.2 | |
| DeepSADlabeled_outliers=52025.12 | — | 22.7 | |
| DeepSVDDlabeled_outliers=52025.12 | — | 23.3 | |
| DevNetlabeled_outliers=52025.12 | — | 25.1 | |
| ECODlabeled_outliers=52025.12 | — | 44.8 | |
| FEAWADlabeled_outliers=52025.12 | — | 30.1 | |
| IForestlabeled_outliers=52025.12 | — | 43.6 | |
| PReNetlabeled_outliers=52025.12 | — | 27.9 | |
| REPENlabeled_outliers=52025.12 | — | 37.3 | |
| SODlabeled_outliers=52025.12 | — | 31.4 | |
| WFRDAlabeled_outliers=52025.12 | — | 37.3 |