Outlier Detection on Letter
92.6ROC AUCOCSVM
Evaluation Results
| Method | Links | |
|---|---|---|
| OCSVMvalidation=5-fold cross-validation2025.10 | 92.6 | |
| KPCAvalidation=5-fold cross-validation2025.10 | 92.1 | |
| KNNvalidation=5-fold cross-validation2025.10 | 91 | |
| KDEvalidation=5-fold cross-validation2025.10 | 89.6 | |
| LOFvalidation=5-fold cross-validation2025.10 | 89.1 | |
| KRPDvalidation=5-fold cross-validation2025.10 | 87.3 | |
| KODvalidation=5-fold cross-validation2025.10 | 85.3 | |
| WRPOvalidation=5-fold cross-validation2025.10 | 84.1 | |
| Two-Stage LKPLO (SVM-like)validation=5-fold cross-validation2025.10 | 83.2 | |
| Two-Stage LKPLO (Robust-Z)validation=5-fold cross-validation2025.10 | 81.8 | |
| CBLOFvalidation=5-fold cross-validation2025.10 | 80.5 | |
| IForestvalidation=5-fold cross-validation2025.10 | 66.3 | |
| RPDvalidation=5-fold cross-validation2025.10 | 65.3 |