Classification on Bupa-liver UCI (5-fold cross-validated)
73.19AccuracyLS-EDSVM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LS-EDSVMclassifier=linear, validation=5-fold cross-validated2026.04 | 73.19 | 69.84 | 55.69 | 33.08 | |
| LINEX-SVMclassifier=linear, validation=5-fold cross-validated2026.04 | 72.46 | 67.51 | 52.5 | 29.77 | |
| C-EDSVMclassifier=linear, validation=5-fold cross-validated2026.04 | 71.74 | 68.01 | 54.33 | 32.69 | |
| LS-EDSVMKernel=Gaussian RBF, Validation Protocol=5-fold CV2026.04 | 69.26 | 66.67 | 58.76 | 43.59 | |
| LS-SVMKernel=Gaussian RBF, Validation Protocol=5-fold CV2026.04 | 68.84 | 67.48 | 58.61 | 40.59 | |
| C-SVMclassifier=linear, validation=5-fold cross-validated2026.04 | 68.84 | 67.84 | 52.39 | 31.27 | |
| C-SVMKernel=Gaussian RBF, Validation Protocol=5-fold CV2026.04 | 68.24 | 67.99 | 60.13 | 41.81 | |
| C-EDSVMKernel=Gaussian RBF, Validation Protocol=5-fold CV2026.04 | 68.12 | 67.26 | 60.34 | 41.86 | |
| LS-SVMclassifier=linear, validation=5-fold cross-validated2026.04 | 67.54 | 68.17 | 50.21 | 33.64 | |
| LINEX-SVMKernel=Gaussian RBF, Validation Protocol=5-fold CV2026.04 | 67.39 | 67.57 | 58.53 | 36.75 |