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Performance comparison of linear and non-linear feature selection methods for the analysis of large survey datasets

Large survey databases for aging-related analysis are often examined to discover key factors that affect a dependent variable of interest. Typically, this analysis is performed with methods assuming linear dependencies between variables. Such assumptions however do not hold in many cases, wherein da...

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Detalles Bibliográficos
Autores principales: Krakovska, Olga, Christie, Gregory, Sixsmith, Andrew, Ester, Martin, Moreno, Sylvain
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6428288/
https://www.ncbi.nlm.nih.gov/pubmed/30897097
http://dx.doi.org/10.1371/journal.pone.0213584