Fusing Data Mining, Machine Learning and Traditional Statistics to Detect Biomarkers Associated with Depression

BACKGROUND: Atheoretical large-scale data mining techniques using machine learning algorithms have promise in the analysis of large epidemiological datasets. This study illustrates the use of a hybrid methodology for variable selection that took account of missing data and complex survey design to i...

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Bibliografiset tiedot
Julkaisussa:PLoS One
Päätekijät: Dipnall, Joanna F., Pasco, Julie A., Berk, Michael, Williams, Lana J., Dodd, Seetal, Jacka, Felice N., Meyer, Denny
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: Public Library of Science 2016
Aiheet:
Research Article
Linkit:https://ncbi.nlm.nih.gov/pmc/articles/PMC4744063/
https://ncbi.nlm.nih.gov/pubmed/26848571
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0148195
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