Research on Dynamic Integration Algorithm Based on Local Learning Strategy

Abstract

Taking local learning strategy as the local member classifier generating means, local performance estimation of classifier as in-depth analysis method of classifier, this paper, systematically investigates dynamic integration method based on local learning strategy and local performance estimation, on the basis of improving the integrated classifier accuracy with efficiency consideration in order to obtain superior performance of the dynamic integration classification algorithm.