Table 1: Comparison of capabilities of SVM with different kernel functions.

Kernel functionKernel parametersTraining accuracy (%)Validation accuracy (%)

Gaussian RBF, 10097.93
Sigmoid, 10097.86
Polynomial, , 10096.85