Classification on Ionosphere UCI (5-fold CV)
95.06AccuracyLS-SVM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LS-SVMKernel=Gaussian RBF, Validation Protocol=5-fold CV2026.04 | 95.06 | 95.12 | 96.71 | 93.7 | |
| LINEX-SVMKernel=Gaussian RBF, Validation Protocol=5-fold CV2026.04 | 94.29 | 96.02 | 96.22 | 93.37 | |
| LS-EDSVMKernel=Gaussian RBF, Validation Protocol=5-fold CV2026.04 | 94.29 | 95.75 | 96.23 | 90.97 | |
| C-EDSVMKernel=Gaussian RBF, Validation Protocol=5-fold CV2026.04 | 93.88 | 95.91 | 96.29 | 93.68 | |
| C-SVMKernel=Gaussian RBF, Validation Protocol=5-fold CV2026.04 | 92.14 | 96.24 | 94.96 | 93.25 | |
| C-SVMclassifier=linear, validation=5-fold cross-validated2026.04 | 92.14 | 92.68 | 92.84 | 76 | |
| LS-EDSVMclassifier=linear, validation=5-fold cross-validated2026.04 | 92.06 | 91.9 | 94.84 | 76.98 | |
| C-EDSVMclassifier=linear, validation=5-fold cross-validated2026.04 | 91.64 | 92.62 | 94.86 | 77.96 | |
| LS-SVMclassifier=linear, validation=5-fold cross-validated2026.04 | 90.71 | 92.37 | 94.05 | 77.73 | |
| LINEX-SVMclassifier=linear, validation=5-fold cross-validated2026.04 | 90.68 | 89.64 | 93.6 | 76.87 |