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The Probability Distribution of Conditional Classification Error

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2 Author(s)
J. Kittler ; Image Analysis Group, Nuclear Physics Laboratory, Oxford University, Oxford, England. ; P. A. Devijver

The probability distribution of the error incurred by a classification system on a given data set is derived. It is shown that the distribution is mixed binomial. A method for calculating the mixed binomial distribution recursively is proposed.

Published in:

IEEE Transactions on Pattern Analysis and Machine Intelligence  (Volume:PAMI-2 ,  Issue: 3 )