Code: 04887203

Statistical Learning Theory

Name: Statistical Learning Theory
Brand: John Wiley & Sons Inc
SKU: 04887203
Price: 231.16 EUR
Availability: InStock
Author: Vladimir N. Vapnik
ISBN: 9780471030034

by Vladimir N. Vapnik

Language: English
Binding: Hardback
Number of pages: 768
Publisher: John Wiley & Sons Inc, 1998
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Book synopsis

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.