Classification on Red Wine
74.8RecallSVM Linear ZCA
Evaluation Results
| Method | Links | |
|---|---|---|
| SVM Linear ZCAKernel=Linear, Whitening=ZCA2025.04 | 74.8 | |
| CSVM- CholeskyTransformation=Cholesky2025.04 | 74.7 | |
| SVM- LinearKernel=Linear2025.04 | 73.6 | |
| SVM Linear PCAKernel=Linear, Whitening=PCA2025.04 | 73.4 | |
| SVM-RBFKernel=RBF2025.04 | 60.6 | |
| SVM- PolyKernel=Poly2025.04 | 60.3 | |
| SVM- SigmoidKernel=Sigmoid2025.04 | 41.9 | |
| ARTevaluation protocol=mean over 20 seeds2025.08 | 37.83 | |
| SMOTEevaluation protocol=mean over 20 seeds2025.08 | 36.19 | |
| ROSevaluation protocol=mean over 20 seeds2025.08 | 35.04 | |
| LDAMevaluation protocol=mean over 20 seeds2025.08 | 32.5 | |
| Focal Lossevaluation protocol=mean over 20 seeds2025.08 | 32.14 | |
| Baselineevaluation protocol=mean over 20 seeds2025.08 | 31.36 | |
| MSMOTEevaluation protocol=mean over 20 seeds2025.08 | 31.08 | |
| Nearmissevaluation protocol=mean over 20 seeds2025.08 | 30.28 | |
| RUSevaluation protocol=mean over 20 seeds2025.08 | 29.99 | |
| Cost-Sensitive Learningevaluation protocol=mean over 20 seeds2025.08 | 29.72 | |
| DRWevaluation protocol=mean over 20 seeds2025.08 | 29.08 | |
| OHEMevaluation protocol=mean over 20 seeds2025.08 | 27.28 |