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Statistical Learning Theory

Language EnglishEnglish
Book Hardback
Book Statistical Learning Theory Vladimir N. Vapnik
Libristo code: 04887203
Publishers John Wiley & Sons Inc, October 1998
A comprehensive look at learning and generalization theory. The statistical theory of learning and g... Full description
? points 640 b
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A comprehensive look at learning and generalization theory. The statistical theory of learning and generalization concerns the problem of choosing desired functions on the basis of empirical data. Highly applicable to a variety of computer science and robotics fields, this book offers lucid coverage of the theory as a whole. Presenting a method for determining the necessary and sufficient conditions for consistency of learning process, the author covers function estimates from small data pools, applying these estimations to real-life problems, and much more.

About the book

Full name Statistical Learning Theory
Author Vladimir N. Vapnik
Language English
Binding Book - Hardback
Date of issue 1998
Number of pages 768
EAN 9780471030034
ISBN 0471030031
Libristo code 04887203
Publishers John Wiley & Sons Inc
Weight 1214
Dimensions 235 x 163 x 41

Categories

Mathematics & Science > Mathematics > Calculus & mathematical analysis > Functional analysis & transforms
Computing & Information Technology > Computer science > Artificial intelligence > Machine learning
Mathematics & Science > Mathematics > Probability & statistics
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