Pattern Classification : A Unified View of Statistical and Neural Approaches,...
Pattern Classification : A Unified View of Statistical and Neural Approaches, Hardcover by Schurmann, Jurgen, ISBN 0471135348, ISBN-13 9780471135340, Brand New, Free shipping in the US Offers a theory-based engineering perspective on neural networks and statistical pattern classification. On the way, sheds light on the relationship between apparently unrelated approaches to pattern recognition, including statistical methods, polynomial regression, multilayer perceptron, and radial basis functions. Also discusses such topics as feature selection, reject criteria, classifier performance measurement, and classifier combinations. Most of the examples and applications relate to character recognition. Annotation c. by Book News, Inc., Portland, Or.
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