Abstract

The article looks at the error in classification of two populations H1 and H2 by Bayesian method. Establishing probability distribution function for sum of two misclassification probabilities in classification when supposing they have a distribution in (0,1/4), from there to consider L1-distance between two probability distribution functions by Liassak and Fu. This problem is considered by objectifying for normal, exponential and beta distributions.