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The Nature of Statistical Learning Theory
by Vladimir Naumovich Vapnik and V. N. Vapnik

Overview - The aim of this book is to discuss the fundamental ideas which lie beh ind the statistical theory of learning and generalization. It consider s learning as a general problem of function estimation based on empiri cal data. Omitting proofs and technical details, the author concentrat es on discussing the main results of learning theory and their connect ions to fundamental problems in statistics.  Read more...

 
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More About The Nature of Statistical Learning Theory by Vladimir Naumovich Vapnik; V. N. Vapnik
 
 
 
Overview
The aim of this book is to discuss the fundamental ideas which lie beh ind the statistical theory of learning and generalization. It consider s learning as a general problem of function estimation based on empiri cal data. Omitting proofs and technical details, the author concentrat es on discussing the main results of learning theory and their connect ions to fundamental problems in statistics.


This item is Non-Returnable.

 
Details
  • ISBN-13: 9780387987804
  • ISBN-10: 0387987800
  • Publisher: Springer
  • Publish Date: November 1999
  • Page Count: 314

Series: Statistics for Engineering and Information Science

Related Categories

Books > Computers & Internet > Computer Science
Books > Mathematics > Probability & Statistics - General

 
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