Abstract: A new technique-proximal support vector regression machine （PSVRM） was obtained when extended proximal support vector machine classifier towards regression problem, the linear and nonlinear regression function of PSVRM was proposed. PSVRM has less argumen

Key words: Proximal support vector machine, Regression, Support vector machine