Classification on Pima UCI (5-fold cross-validated)
73.81AccuracyLS-SVM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LS-SVMKernel=Gaussian RBF, Validation Protocol=5-fold CV2026.04 | 73.81 | 81.35 | 63.19 | 54.78 | |
| LINEX-SVMclassifier=linear, validation=5-fold cross-validated2026.04 | 73.38 | 80.75 | 57.86 | 59.96 | |
| LS-SVMclassifier=linear, validation=5-fold cross-validated2026.04 | 73.16 | 80.27 | 57.98 | 59.26 | |
| C-EDSVMclassifier=linear, validation=5-fold cross-validated2026.04 | 73.16 | 80.67 | 57.45 | 59.33 | |
| LS-EDSVMclassifier=linear, validation=5-fold cross-validated2026.04 | 72.94 | 80.59 | 57.56 | 58.58 | |
| C-SVMclassifier=linear, validation=5-fold cross-validated2026.04 | 71.65 | 80.51 | 60.71 | 59.57 | |
| C-EDSVMKernel=Gaussian RBF, Validation Protocol=5-fold CV2026.04 | 71.33 | 81.84 | 43.71 | 55.65 | |
| LINEX-SVMKernel=Gaussian RBF, Validation Protocol=5-fold CV2026.04 | 70.78 | 79.74 | 28.83 | 45.72 | |
| LS-EDSVMKernel=Gaussian RBF, Validation Protocol=5-fold CV2026.04 | 70.56 | 79.91 | 42.03 | 51.34 | |
| C-SVMKernel=Gaussian RBF, Validation Protocol=5-fold CV2026.04 | 66.67 | 81.31 | 23.02 | 56.77 |