The Nature of Statistical Learning Theory - Softcover

Vapnik, Vladimir

 
9781475732658: The Nature of Statistical Learning Theory

Synopsis

Informal Reasoning and Comments * Consistency of Learning Processes * Bounds on the Rate of Convergence of Learing Processes * Controlling the Generalization Ability of Learning Processes * Methods of Pattern Recognition * Methods of Function Estimation * Direct Methods in Statistical Learning Theory * The Vicinal Risk Minimization Principle and the SVMs

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9781475724417: The Nature of Statistical Learning Theory

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ISBN 10:  1475724411 ISBN 13:  9781475724417
Publisher: Springer, 2013
Softcover