Abstract: A novel nearest neighbor classifier algorithm is proposed in this paper. The algorithm adopts classifiers combination to pre-classify test samples, and then reproduces new training and test sample sets. The new test samples are classified by nearest neigh

Key words: Nearest neighbor classifier, Pre-classify, Classifiers combination, Small sample size problem, Face recognition