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A novel method for Fisher discriminant analysis

✍ Scribed by Yong Xu; Jing-Yu Yang; Zhong Jin


Publisher
Elsevier Science
Year
2004
Tongue
English
Weight
127 KB
Volume
37
Category
Article
ISSN
0031-3203

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A reformative kernel Fisher discriminant
✍ Yong Xu; Jing-yu Yang; Jian Yang πŸ“‚ Article πŸ“… 2004 πŸ› Elsevier Science 🌐 English βš– 133 KB

A reformative kernel Fisher discriminant method is proposed, which is directly derived from the naive kernel Fisher discriminant analysis with superiority in classiΓΏcation e ciency. In the novel method only a part of training patterns, called "signiΓΏcant nodes", are necessary to be adopted in classi