Abstract: Support vector machine, which has been successfully applied to pattern ：recognition, regression estimation, cluster and so on, is a typical instance of kernel method. It is completely characterized by kernel function and training set. The key to enhance p

Key words: Support vector machine, Kernel, Kernel method, Machine learning