Abstract: A cluster Support Vector Machines （C-SVM） method for large-scale data set classification was presented to accelerate speed. Firstly, using function of centre distance calculated radius ratio. Then, data set was scanned by cluster mirror. By remaining repr

Key words: SVM, Cluster, Large-scale data set, Training speed