Abstract: According to the nature that Support Vectors are sparse and they are located near a hyper-plane, Support Vectors Stepwise Regression Algorithm is proposed and its method of constructing a new sample subset was improved in this paper. The m is optimized wi

Key words: Support vectors stepwise regression, Algorithm, Integer programming