Vladimir N. Vapnik, "The Nature of Statistical Learning Theory" (2nd edition) (Repost)
ISBN: 0387987800
Category: Technical
Tag: Science/Engineering
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Vladimir N. Vapnik, "The Nature of Statistical Learning Theory" (2nd edition)
Springer | ISBN 0387987800 | 1999 Year | DjVu | 2,23 Mb | 314 Pages
Springer | ISBN 0387987800 | 1999 Year | DjVu | 2,23 Mb | 314 Pages
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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