Systems, Man, and Cybernetics

 

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• [P332] Utility-based Metaclassification
  Author(s): Michael A. Pittarelli
  
  

  Abstract
  A technique for accepting or rejecting the output of a Bayesian classifier is presented based on a metalevel Bayesian classifier using features of the probability distribution over the known classes calculated by the lower-level (object-level) classifier. The value of adding the metalevel classifier is calculated based on user utilities for the possible outcomes of the two-level process.

  
   

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