Abstract: Generalization performance is a basic problem for machine learning, and ensemble learning technique can improve the generalization performance effectively, This paper presents a selective ensemble learning approach based on SVM regression. By introducing

Key words: Support vector machine, Ensemble learning, Regression, Bagging