Yandex, ul. L. Tolstogo 16, Moscow, 119021, Russia
Abstract:
A scheme for constructing a combination of estimation algorithms that is correct on a given training sample is proposed. The basic elements of the combination are algorithms obtained using the cross validation training technique.
Key words:estimation algorithm, label setting algorithm, cross validation with respect to individual objects.