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An Elementary Introduction to Statistical Learning Theory

av Sanjeev (Princeton University) Kulkarni

del av Wiley Series in Probability and Statistics-serien

An Elementary Introduction to Statistical Learning Theory av Sanjeev (Princeton University) Kulkarni
Om An Elementary Introduction to Statistical Learning Theory

* Serves as a fundamental introduction to statistical learning theory and its role in understanding human learning and inductive reasoning. * Topics of coverage include: probability, pattern recognition, optimal Bayes decision rule, nearest neighbor rule, kernel rules, neural networks, and support vector machines.

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  • Språk:
  • Engelska
  • ISBN:
  • 9780470641835
  • Format:
  • Inbunden
  • Sidor:
  • 232
  • Utgiven:
  • 15. juli 2011
  • Mått:
  • 162x237x17 mm.
  • Vikt:
  • 496 g.
  Fri leverans
Leveranstid: 2-4 veckor
Förväntad leverans: 28. november 2024

Om Sanjeev (Princeton University) Kulkarni

Se alla böcker av Sanjeev (Princeton University) Kulkarni

Beskrivning av An Elementary Introduction to Statistical Learning Theory

* Serves as a fundamental introduction to statistical learning theory and its role in understanding human learning and inductive reasoning. * Topics of coverage include: probability, pattern recognition, optimal Bayes decision rule, nearest neighbor rule, kernel rules, neural networks, and support vector machines.

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