The nature of statistical learning theory
By: Vladimir N. Vapnik
Edition: 2nd edition.
Series: Statistics for engineering and information science
Publisher: Springer
Published: 2010
Place of publication: New York
Language: eng
Format: [Texte imprime ] /
Number of pages: 314
ISBN-13: 9781441931603
Subjects: Apprentissage automatique; Me thodes statistiques; Mode  les stochastiques d'apprentissage
Description: 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.
Notes: Porte la mention :"With 50 illustrations"

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