The slow training speed and large storage space for support vector machine are given,a CM-SVM method,in which the C-Mean method is incorporated with the SVM method,is studied.

• 针对支持向量机在大规模样本学习时,学习速度慢,需要存储空间大等问题,提出了一种将支持向量机方法与C均值方法结合的CM-SVM方法。