Outlier Detection on SpamBase (AUC)
0.9021AUCPReNet
Evaluation Results
| Method | Links | |
|---|---|---|
| PReNetlabeled data percentage=1%2025.12 | 0.9021 | |
| FRODlabeled data percentage=1%2025.12 | 0.8762 | |
| DevNetlabeled data percentage=1%2025.12 | 0.8754 | |
| FEAWADlabeled data percentage=1%2025.12 | 0.8493 | |
| REPENlabeled data percentage=1%2025.12 | 0.7273 | |
| WFRDAlabeled data percentage=1%2025.12 | 0.7166 | |
| IForestlabeled data percentage=1%2025.12 | 0.7046 | |
| ECODlabeled data percentage=1%2025.12 | 0.6554 | |
| DeepSADlabeled data percentage=1%2025.12 | 0.6522 | |
| DeepSVDDlabeled data percentage=1%2025.12 | 0.5631 | |
| MFGADlabeled data percentage=1%2025.12 | 0.5516 |