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

Concepts of v-fold cross-validation and repeated learning-testing methods are introduced here and are computationally much less expensive than ordinary cross- validation and can be used in its place in many problems.

Abstract

Journal Article A comparative study of ordinary cross-validation, v-fold cross-validation and the repeated learning-testing methods Get access PRABIR BURMAN PRABIR BURMAN Division of Statistics, University of CaliforniaDavis, California 95616, U.S.A. Search for other works by this author on: Oxford Academic Google Scholar Biometrika, Volume 76, Issue 3, September 1989, Pages 503–514, https://doi.org/10.1093/biomet/76.3.503 Published: 01 September 1989 Article history Received: 01 April 1988 Revision received: 01 January 1989 Published: 01 September 1989