The Nature of Statistical Learning Theory (Paperback, 2)

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