Statistical classifiers

  • Ludmila I. Kuncheva
Part of the Studies in Fuzziness and Soft Computing book series (STUDFUZZ, volume 49)


To design a Bayes-optimal classifier for a certain problem we need the prior probabilities (P(ω i )) and the class-conditional p.d.f’s (p(x∣ω i )) for all classes ω1,...,ω c .


Hide Layer Radial Basis Function Statistical Classifier Radial Basis Function Network Classification Boundary 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.


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Copyright information

© Springer-Verlag Berlin Heidelberg 2000

Authors and Affiliations

  • Ludmila I. Kuncheva
    • 1
  1. 1.School of InformaticsUniversity of WalesBangor GwyneddUK

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