Biased binomial assessment of cross-validated estimation of classification accuracies illustrated in diagnosis predictions

Multivariate classification is used in neuroimaging studies to infer brain activation or in medical applications to infer diagnosis. Their results are often assessed through either a binomial or a permutation test. Here, we simulated classification results of generated random data to assess the infl...

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Detalles Bibliográficos
Autores principales: Noirhomme, Quentin, Lesenfants, Damien, Gomez, Francisco, Soddu, Andrea, Schrouff, Jessica, Garraux, Gaëtan, Luxen, André, Phillips, Christophe, Laureys, Steven
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2014
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4053638/
https://www.ncbi.nlm.nih.gov/pubmed/24936420
http://dx.doi.org/10.1016/j.nicl.2014.04.004

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4053638/
https://www.ncbi.nlm.nih.gov/pubmed/24936420
http://dx.doi.org/10.1016/j.nicl.2014.04.004

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