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Machine learning algorithm validation with a limited sample size

Advances in neuroimaging, genomic, motion tracking, eye-tracking and many other technology-based data collection methods have led to a torrent of high dimensional datasets, which commonly have a small number of samples because of the intrinsic high cost of data collection involving human participant...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Vabalas, Andrius, Gowen, Emma, Poliakoff, Ellen, Casson, Alexander J.
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6837442/
https://ncbi.nlm.nih.gov/pubmed/31697686
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0224365
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