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Statistical Learning Theory
Language
English
English
Book
Hardback
A comprehensive look at learning and generalization theory. The statistical theory of learning and g...
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Libristo code: 04887203
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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.
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About the book
Full name
Statistical Learning Theory
Author
Vladimir N. Vapnik
Language
English
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
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