A survey of cross-validation procedures for model selection
Work
Year: 2010
Type: article
Abstract: Used to estimate the risk of an estimator or to perform model selection, cross-validation is a widespread strategy because of its simplicity and its apparent universality. Many results exist on the mo... more
Source: Statistics Surveys
Authors Sylvain Arlot, Alain Célisse
Institutions École Normale Supérieure - PSL, Laboratoire de Physique des Plasmas, Université de Lille, Laboratoire Paul Painlevé
Cites: 156
Cited by: 3,686
Related to: 10
FWCI: 53.69
Citation percentile (by year/subfield): 99.98
Subfield: Statistics and Probability
Field: Mathematics
Domain: Physical Sciences
Open Access status: gold