Optimization of SVM with RBF Kernel

With SVM,there is no a uniform mode to choice SVM's kernel function and its parameters.In order to get the parameter of SVM with RBF kernel,this paper presents a bilinear grid search method,which combines grid search and bilinear search.Experiment results show that the proposed bilinear grid search has the advantage of good performance and high predict accuracy compared to grid search.