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The Nature of Statistical Learning Theory
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The Nature of Statistical Learning Theory Hardcover - 1999 - 2nd Edition

by Vladimir Vapnik


From the publisher

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.

First line

More than thirty five years ago F. Rosenblatt suggested the first model of a learning machine, called the perceptron; this is when the mathematical analysis of learning processes truly began.

Details

  • Title The Nature of Statistical Learning Theory
  • Author Vladimir Vapnik
  • Binding Hardcover
  • Edition number 2nd
  • Edition 2
  • Pages 314
  • Volumes 1
  • Language ENG
  • Publisher Springer, New York
  • Date 1999-11-19
  • Illustrated Yes
  • ISBN 9780387987804 / 0387987800
  • Weight 1.4 lbs (0.64 kg)
  • Dimensions 9.4 x 6.4 x 1.1 in (23.88 x 16.26 x 2.79 cm)
  • Library of Congress subjects Reasoning, Computational learning theory
  • Library of Congress Catalog Number 990398-3
  • Dewey Decimal Code 006.3
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The Nature of Statistical Learning Theory

The Nature of Statistical Learning Theory

by Vladimir N. Vapnik

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

by Vladimir Vapnik

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The Nature of Statistical Learning Theory (Information Science and Statistics)
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The Nature of Statistical Learning Theory (Information Science and Statistics)

by Vapnik, Vladimir

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ISBN 10 / ISBN 13
9780387987804 / 0387987800
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The Nature of Statistical Learning Theory (Information Science and Statistics)
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The Nature of Statistical Learning Theory (Information Science and Statistics)

by Vapnik, Vladimir

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  • Hardcover
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ISBN 10 / ISBN 13
9780387987804 / 0387987800
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