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A multiple hold-out framework for Sparse Partial Least Squares

BACKGROUND: Supervised classification machine learning algorithms may have limitations when studying brain diseases with heterogeneous populations, as the labels might be unreliable. More exploratory approaches, such as Sparse Partial Least Squares (SPLS), may provide insights into the brain's...

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Bibliografski detalji
Izdano u:J Neurosci Methods
Glavni autori: Monteiro, João M., Rao, Anil, Shawe-Taylor, John, Mourão-Miranda, Janaina
Format: Artigo
Jezik:Inglês
Izdano: Elsevier/North-Holland Biomedical Press 2016
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5012894/
https://ncbi.nlm.nih.gov/pubmed/27353722
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jneumeth.2016.06.011
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