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The Probability Distribution of Conditional Classification Error
March 1980 (vol. 2 no. 3)
pp. 259-261
J. Kittler, Image Analysis Group, Nuclear Physics Laboratory, Oxford University, Oxford, England.
P. A. Devijver, Philips Research Laboratory, Brussels, Belgium.
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.
Citation:
J. Kittler, P. A. Devijver, "The Probability Distribution of Conditional Classification Error," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 2, no. 3, pp. 259-261, March 1980, doi:10.1109/TPAMI.1980.4767014
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