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Importance measures for epistatic interactions in case-parent trios

Ensemble methods (such as Bagging and Random Forests) take advantage of unstable base learners (such as decision trees) to improve predictions, and offer measures of variable importance useful for variable selection. LogicFS (Schwender & Ickstadt, 2008) has been proposed as such an ensemble lear...

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Detalhes bibliográficos
Main Authors: SCHWENDER, HOLGER, BOWERS, KATHERINE, FALLIN, M DANIELE, RUCZINSKI, INGO
Formato: Artigo
Idioma:Inglês
Publicado em: 2010
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3059247/
https://ncbi.nlm.nih.gov/pubmed/21118192
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/j.1469-1809.2010.00623.x
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