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The Nature Of Statistical Learning 2nd Ed Vladimir Vapnik

  • SKU: BELL-1085442
The Nature Of Statistical Learning 2nd Ed Vladimir Vapnik
$ 31.00 $ 45.00 (-31%)

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The Nature Of Statistical Learning 2nd Ed Vladimir Vapnik instant download after payment.

Publisher: Springer
File Extension: PDF
File size: 10.48 MB
Pages: 334
Author: Vladimir Vapnik
ISBN: 9781441931603, 1441931600
Language: English
Year: 2010
Edition: 2nd ed.

Product desciption

The Nature Of Statistical Learning 2nd Ed Vladimir Vapnik by Vladimir Vapnik 9781441931603, 1441931600 instant download after payment.

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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