The Nature of Statistical Learning Theory
- Binding: Hardcover
- Edition: 2
- Publisher: Springer Verlag
- Publish date: 12/01/1999
Description:
The aim of this book is to discuss the fundamental ideas which lie behind the statistical theory of learning generalization. It considers learning as a general problem of function estimation based on empirical data. Omitting proofs and technical details, the author centrates on discussing the main results of theory and their connections to fundamental problem 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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Returnable at the third party seller's discretion and may come without consumable supplements like access codes, CD's, or workbooks.
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