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Statistical Learning Theory (Adaptive and Cognitive Dynamic Systems: Signal Processing, Learning, Communications and Control)

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Management number 231715288 Release Date 2026/06/18 List Price US$66.65 Model Number 231715288
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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. Read more

ISBN10 0471030031
ISBN13 978-0471030034
Edition 1st
Language English
Publisher Wiley-Interscience
Dimensions 6.4 x 1.4 x 9.5 inches
Item Weight 2.8 pounds
Print length 768 pages
Publication date September 30, 1998

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