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Pattern Classification: A Unified View of Statistical and Neural Approaches

ISBN: 978-0-471-13534-0
Hardcover
392 pages
March 1996
List Price: US $199.75
Government Price: US $138.19
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This is a Print-on-Demand title. It will be printed specifically to fill your order. Please allow an additional 10-15 days delivery time. The book is not returnable.

Statistical Decision Theory.

Need for Approximations: Fundamental Approaches.

Classification Based on Statistical Models Determined by First-and-Second Order Statistical Moments.

Classification Based on Mean-Square Functional Approximations.

Polynomial Regression.

Multilayer Perceptron Regression.

Radial Basis Functions.

Measurements, Features, and Feature Section.

Reject Criteria and Classifier Performance.

Combining Classifiers.

Conclusion.

STATMOD Program: Description of ftp Package.

References.

Index.
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