Locally nearest neighbor classifiers for pattern classification

摘要

In this paper, two novel classifiers based on locally nearest neighborhood rule, called nearest neighbor line and nearest neighbor plane, are presented for pattern classification. Comparison to nearest feature line and nearest feature plane, the proposed methods take much lower computation cost and achieve competitive performance.