A comparative study of ordinary cross-validation, v-fold cross-validation and the repeated learning-testing methods

Abstract

Concepts of v-fold cross validation and repeated learning-testing methods have been introduced here. In many problems, these methods are computationally much less expensive than ordinary cross-validation and can be used in its place. A comparative study of these three methods has been carried out in detail.

Ordinary cross-validation, Repeated learning-testing method, v-fold cross-validation