Methods of Pattern Recognition

  • Vladimir N. Vapnik
Part of the Statistics for Engineering and Information Science book series (ISS)


To implement the SRM inductive principle in learning algorithms one has to minimize the risk in a given set of functions by controlling two factors: the value of the empirical risk and the value of the confidence interval.


Support Vector Machine Feature Space Decision Rule Radial Basis Function Neural Network Empirical Risk 
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 Science+Business Media New York 2000

Authors and Affiliations

  • Vladimir N. Vapnik
    • 1
  1. 1.Room 3-130AT&T Labs-ResearchRed BankUSA

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