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Using genetic algorithms to optimize nearest neighbors for

✍ Scribed by Hyunchul Ahn; Kyoung-jae Kim


Publisher
Springer US
Year
2008
Tongue
English
Weight
418 KB
Volume
163
Category
Article
ISSN
0254-5330

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Prototype optimization for nearest-neigh
✍ Y.S. Huang; C.C. Chiang; J.W. Shieh; E. Grimson πŸ“‚ Article πŸ“… 2002 πŸ› Elsevier Science 🌐 English βš– 238 KB

A novel neuralnet-based method of constructing optimized prototypes for nearest-neighbor classiΓΏers is proposed. Based on an e ective classiΓΏcation oriented error function containing class classiΓΏcation and class separation components, the corresponding prototype and feature weight update rules are