The nature of statistical learning theory

2nd edition.
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March 28, 2025 | History

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. This second edition contains three new chapters devoted to further development of the learning theory and SVM techniques.

Publish Date
Publisher
Springer
Language
English
Pages
314

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Edition Availability
Cover of: The nature of statistical learning theory
The nature of statistical learning theory
2010, Springer
Texte imprime / in English - 2nd edition.

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Book Details


Edition Notes

Porte la mention :"With 50 illustrations"

Bibliogr. p. [301]-309. Index.

Published in
New York
Series
Statistics for engineering and information science

Classifications

Dewey Decimal Class
006.310
Library of Congress
QA276-280

The Physical Object

Format
[Texte imprime ] /
Pagination
1 vol. (XIX-314 p.) :
Number of pages
314

Edition Identifiers

Open Library
OL25561488M
ISBN 10
1441931600
ISBN 13
9781441931603
OCLC/WorldCat
758956496

Work Identifiers

Work ID
OL16975337W

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History

Download catalog record: RDF / JSON / OPDS | Wikipedia citation
March 28, 2025 Edited by ImportBot Redacting ocaids
July 12, 2023 Edited by ImportBot import existing book
May 4, 2023 Edited by ImportBot import existing book
May 25, 2022 Edited by ImportBot import existing book
July 29, 2014 Created by ImportBot Imported from Internet Archive item record