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๐Ÿ“

The Nature of Statistical Learning Theory

โœ Scribed by Vladimir N. Vapnik


Publisher
Springer
Year
2000
Tongue
English
Leaves
332
Series
Statistics for Engineering and Information Science
Edition
2nd
Category
Library

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โœฆ Synopsis


Discusses the fundamental ideas that lie behind the statistical theory of learning and generalization. Considers learning as a general problem of function estimation based on empirical data.


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The Nature of Statistical Learning Theor
โœ Vladimir N. Vapnik ๐Ÿ“‚ Library ๐Ÿ“… 2000 ๐Ÿ› Springer ๐ŸŒ English

Discusses the fundamental ideas that lie behind the statistical theory of learning and generalization. Considers learning as a general problem of function estimation based on empirical data

The Nature of Statistical Learning Theor
โœ Vladimir N. Vapnik ๐Ÿ“‚ Library ๐Ÿ“… 2000 ๐Ÿ› Springer ๐ŸŒ English

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