Development of the SVM classifier ensemble for the classification accuracy increase

Abstract

The problem of improving the classification accuracy using the SVM classifier ensemble has been considered. This paper defines the rules for the selection of individual SVM-classifiers used in the future for the creation of an ensemble and the strategies for the integration of ensemble members.