Generalized Linear Discrimination

  • Luc Devroye
  • László Györfi
  • Gábor Lugosi
Part of the Stochastic Modelling and Applied Probability book series (SMAP, volume 31)

Abstract

The classifiers we study here have their roots in the Fourier series estimate or other series estimates of an unknown density, potential function methods (see Chapter 10), and generalized linear classifiers.

Keywords

Entropy 

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Copyright information

© Springer Science+Business Media New York 1996

Authors and Affiliations

  • Luc Devroye
    • 1
  • László Györfi
    • 2
  • Gábor Lugosi
  1. 1.School of Computer ScienceMcGill UniversityMontrealCanada
  2. 2.Department of Mathematics and Computer ScienceTechnical University of BudapestBudapestHungary

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