The Nature of Statistical Learning Theory

The Nature of Statistical Learning Theory by Vladimir Vapnik.

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...

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Bibliographic Details
Main Author: Vapnik, Vladimir (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: New York, NY : Springer New York : Imprint: Springer, 2000.
Edition:2nd ed. 2000.
Series:Information Science and Statistics,
Springer eBook Collection.
Subjects:
Statistics .
Artificial intelligence.
Electronic resources (E-books)
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Call Number: E-Book
Status: Available

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