K Important Neighbors: A Novel Approach to Binary Classification in High Dimensional Data
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DOI: 10.1155/2017/7560807
Abstract: K nearest neighbors (KNN) are known as one of the simplest nonparametric classifiers but in high dimensional setting accuracy of KNN are affected by nuisance features. In this study, we proposed the K important neighbors… read more here.
Keywords: high dimensional; novel approach; important neighbors; approach binary ... See more keywords