The Nature of Statistical Learning Theory

V. N. Vapnik

ISBN 10: 0387987800 / ISBN 13: 9780387987804

Edité par Springer-Verlag Gmbh Dez 2000, 2000

A propos de cet article

Neuware -The aim of this book is to discuss the fundamental ideas which lie behind the statistical theory of learning and generalization. It considers learning as a general problem of function estimation based on empirical data. Omitting proofs and technical details, the author concentrates on discussing the main results of learning theory and their connections to fundamental problems in statistics. This second edition contains three new chapters devoted to further development of the learning theory and SVM techniques. Written in a readable and concise style, the book is intended for statisticians, mathematicians, physicists, and computer scientists.

N° de réf. du vendeur 9780387987804

Détails bibliographiques

• Titre: The Nature of Statistical Learning Theory
• Éditeur: Springer-Verlag Gmbh Dez 2000
• Date de parution: 2000
• Langue: anglais
• ISBN à 10 chiffres: 0387987800
• ISBN à 13 chiffres: 9780387987804
• Reliure: Buch
• Édition: 2ème Édition
• État de l'article: Neu

A propos de ce titre

Synopsis

The aim of this book is to discuss the fundamental ideas which lie behind the statistical theory of learning and generalization. Written in readable and concise style and devoted to key learning problems, the book is intended for statisticians, mathematicians, physicists, and computer scientists.