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Science/Engineering Vladimir N. Vapnik, "The Nature of Statistical Learning Theory" (2nd edition) (Repost)

Posted on 2010-03-16




Name:Science/Engineering Vladimir N. Vapnik, "The Nature of Statistical Learning Theory" (2nd edition) (Repost)
ASIN/ISBN:0387987800
Language:English
File size:2.23 Mb
ISBN: 0387987800
Publish Date: 1999 Year
File Size: 2,23 Mb
Pages: 314 Pages
Other Info: Springer; DjVu
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Vladimir N. Vapnik, "The Nature of Statistical Learning Theory" (2nd edition)

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.



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