Statistical Learning Theory (Adaptive and Learning Systems for Signal Processing, Communications and Control Series) Book + PRICE WATCH * Amazon pricing is not included in price watch

Statistical Learning Theory (Adaptive and Learning Systems for Signal Processing, Communications and Control Series) Book

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

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  • 0471030031
  • 9780471030034
  • Vladimir N. Vapnik
  • 12 October 1998
  • Wiley-Blackwell
  • Hardcover (Book)
  • 736
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