Classification on Haberman UCI (5-fold cross-validated)
79.87AccuracyLS-EDSVM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LS-EDSVMclassifier=linear, validation=5-fold cross-validated2026.04 | 79.87 | 75.65 | 26.14 | 50.01 | |
| LINEX-SVMclassifier=linear, validation=5-fold cross-validated2026.04 | 79.51 | 75.46 | 52.71 | 52.01 | |
| C-EDSVMKernel=Gaussian RBF, Validation Protocol=5-fold CV2026.04 | 78.69 | 70.71 | 37.78 | 53.58 | |
| C-EDSVMclassifier=linear, validation=5-fold cross-validated2026.04 | 78.68 | 74.7 | 35.58 | 51.27 | |
| LINEX-SVMKernel=Gaussian RBF, Validation Protocol=5-fold CV2026.04 | 78.34 | 70.29 | 37.65 | 45.69 | |
| LS-SVMclassifier=linear, validation=5-fold cross-validated2026.04 | 77.78 | 74.51 | 26.67 | 51.41 | |
| C-SVMKernel=Gaussian RBF, Validation Protocol=5-fold CV2026.04 | 77.05 | 72.64 | 46.22 | 43.66 | |
| LS-EDSVMKernel=Gaussian RBF, Validation Protocol=5-fold CV2026.04 | 77.05 | 68.5 | 33.71 | 47.39 | |
| LS-SVMKernel=Gaussian RBF, Validation Protocol=5-fold CV2026.04 | 76.23 | 68.66 | 48.89 | 53.34 | |
| C-SVMclassifier=linear, validation=5-fold cross-validated2026.04 | 76.23 | 72.83 | 44.47 | 47.04 | |
| Atomic forestsN=306, d=3, Config=depth-1 (L2)2026.05 | 75.8 | — | — | — | |
| XGBoostN=306, d=3, Config=depth-1 (L2)2026.05 | 66 | — | — | — |