Об интервальном оценивании риска для решающей функции

The problem of statistical decisions risk estimates construction by the absence of any infomation on the probabilistic distribution in considered. A method of empirical confidence interval construction via selection of a finite set of distibutions is proposed. The method was probed on the task of classification by the nearest neighbour.