Nature of Statistical Learning Theory

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The aim of this book is to discuss the fundamental ideas which lie behind the statistical theory of learning and generalization. It considers learning from the general point of view of function estimation based on empirical data. Omitting proofs and technical details, the author concentrates on discussing the main results of learning theory and their connections to fundamental problems in statisti...
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The aim of this book is to discuss the fundamental ideas which lie behind the statistical theory of learning and generalization. It considers learning from the general point of view of function estimation based on empirical data. Omitting proofs and technical details, the author concentrates on discussing the main results of learning theory and their connections to fundamental problems in statisti...
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  • Formats: pdf
  • ISBN: 9781475724400
  • Publication Date: 17 Apr 2013
  • Publisher: Springer New York
  • Product language: English
  • Drm Setting: DRM