The Nature of Statistical Learning Theory
The Nature of Statistical Learning Theory
The Nature of Statistical Learning Theory
The Nature of Statistical Learning Theory
The Nature of Statistical Learning Theory
The Nature of Statistical Learning Theory
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The Nature of Statistical Learning Theory

Vladimir Vapnik
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Hardback
19 November 1999
$441.52
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Description  
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.
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$441.52
In Stock: Ships in 7-9 Days
Hurry up! Current stock:
icon Share icon Share
Flat Rate Shipping  
Easy Returns  

The Nature of Statistical Learning Theory

$441.52

Description

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.

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