Cross-validation failure: Small sample sizes lead to large error bars
Author:
Publisher
Elsevier BV
Subject
Cognitive Neuroscience,Neurology
Reference59 articles.
1. Deriving reproducible biomarkers from multi-site resting-state data: an autism-based example;Abraham;NeuroImage,2017
2. Single subject prediction of brain disorders in neuroimaging: promises and pitfalls;Arbabshirani;NeuroImage,2017
3. A survey of cross-validation procedures for model selection;Arlot;Stat. Surv.,2010
4. No unbiased estimator of the variance of k-fold cross-validation;Bengio;J. Mach. Learn. Res.,2004
5. Toward discovery science of human brain function;Biswal;Proc. Ntl Acad. Sci.,2010
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