Abstract: The problems and defections of the existing methods of SVM multiclass classification are analyzed. To solve these problems, an SVM multiclass classification based on binary tree is put forward. In order to verify the effectiveness of this method, experiments have been made on UCI database, and the experimeatal results are satisfaotory.