Abstract: Training a support vector machines on a data set of huge size exists one problem with stow training process. In this paper,we use a modified support vector machines clustering-based support vector machines to resolve this problent It speeds up the trainin

Key words: Support vector machine classification, Large-scale samples, k-mean Clustering