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Cross-validation (statistics)
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==Further reading== * {{cite journal |last1=Bengio |first1=Yoshua |last2=Grandvalet |first2=Yves |title=No Unbiased Estimator of the Variance of K-Fold Cross-Validation |journal=Journal of Machine Learning Research |volume=5 |date=2004 |pages=1089β1105 |url=https://www.jmlr.org/papers/volume5/grandvalet04a/grandvalet04a.pdf }} * {{cite journal |last1=Kim |first1=Ji-Hyun |title=Estimating classification error rate: Repeated cross-validation, repeated hold-out and bootstrap |journal=Computational Statistics & Data Analysis |date=September 2009 |volume=53 |issue=11 |pages=3735β3745 |doi=10.1016/j.csda.2009.04.009 }} * {{cite journal |last1=Beleites |first1=Claudia |last2=Baumgartner |first2=Richard |last3=Bowman |first3=Christopher |last4=Somorjai |first4=Ray |last5=Steiner |first5=Gerald |last6=Salzer |first6=Reiner |last7=Sowa |first7=Michael G. |title=Variance reduction in estimating classification error using sparse datasets |journal=Chemometrics and Intelligent Laboratory Systems |date=October 2005 |volume=79 |issue=1β2 |pages=91β100 |doi=10.1016/j.chemolab.2005.04.008 }} * {{cite journal |last1=Trippa |first1=Lorenzo |last2=Waldron |first2=Levi |last3=Huttenhower |first3=Curtis |last4=Parmigiani |first4=Giovanni |title=Bayesian nonparametric cross-study validation of prediction methods |journal=The Annals of Applied Statistics |date=March 2015 |volume=9 |issue=1 |doi=10.1214/14-AOAS798 |arxiv=1506.00474 }} {{Statistics|hide}} {{DEFAULTSORT:Cross-Validation (Statistics)}} [[Category:Model selection]] [[Category:Regression variable selection]] [[Category:Machine learning]]
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