Outlier Detection on Ionosphere (AUC-ROC and AUC-PRC)
0.959AUC-ROCLocal
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Localselection=cross-validated2025.11 | 0.959 | 0.95 | |
| FUSEselection=cross-validated, homotopy parameters t={0.1, 0.2, ..., 0.9}2025.11 | 0.958 | 0.95 | |
| KDEimplementation=scikit-learn, selection=cross-validated2025.11 | 0.942 | 0.938 | |
| LOFimplementation=scikit-learn, selection=cross-validated2025.11 | 0.903 | 0.859 | |
| Globalselection=cross-validated2025.11 | 0.87 | 0.875 | |
| IFimplementation=scikit-learn, selection=cross-validated2025.11 | 0.853 | 0.81 | |
| OCSVMimplementation=scikit-learn, selection=cross-validated2025.11 | 0.764 | 0.773 |