A Pseudo-Nearest-Neighbor Comboind Classifier

Keywords: Nearest neighbors, misclassification error

Abstract: In this presentation we consider a pseudo nearest-neighbor procedure for combining different classifiers in order to construct more effective classification rules. The effectiveness of the proposed procedure is assessed via both simulation and theoretical studies. Both the mechanics and the asymptotic validity of the proposed methods are discussed.