The Nature of Statistical Learning Theory

V. N. Vapnik

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Language: English

Published by Springer-Verlag Gmbh Dez 2000, 2000

0387987800 / 9780387987804

Series: Book 17 of 19 - Information Science and Statistics

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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.Springer-Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 314 pp. Englisch.

Seller Inventory # 9780387987804

Title
The Nature of Statistical Learning Theory
Author
V. N. Vapnik
Publisher
Springer-Verlag Gmbh Dez 2000
Publication year
2000
Condition
Neu
Binding
Buch
Language
English
ISBN 10
0387987800
ISBN 13
9780387987804
Edition
2nd Edition
Item weight
654 grams
Dimensions
243x166x30 mm
Series
Book 17 of 19: Information Science and Statistics

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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AbeBooks seller since January 23, 2017

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