𝔖 Bobbio Scriptorium
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Exploiting computer resources for fast nearest neighbor classification

✍ Scribed by José R. Herrero; Juan J. Navarro


Book ID
106256402
Publisher
Springer-Verlag
Year
2007
Tongue
English
Weight
526 KB
Volume
10
Category
Article
ISSN
1433-7541

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