Minimal Sample Size in the Group Classification Problem

Bayes classification procedure for a group of independent vectors treated as awhole is considered. When the distributions are not specified, we obtain the bounds of theminimal sample size based on the Chernoff and the Bhattacharyya distances between thepopulations. The case of the normal distribution is also discussed.