Rapid and Brief Communication A reformative kernel Fisher discriminant analysis

Abstract

A reformative kernel Fisher discriminant method is proposed, which is directly derived from the naive kernel Fisher discriminant analysis with superiority in classi1cation e2ciency. In the novel method only a part of training patterns, called “signi1cant nodes”, are necessary to be adopted in classifying one test pattern. A recursive algorithm for selecting… (More)

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