Statistical Learning Theory & Support Vector Machince Method

Studying from the Statistical Learning Theory(SLT),based on the general principle of SVM,the research topics which are learning algorithms,simplification algorithms and multi-classification are discussed.In order to analysis the effects of SVM,three experiments are presented and discussed.