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Variable selection methods for developing a biomarker panel for prediction of dengue hemorrhagic fever

BACKGROUND: The choice of selection methods to identify important variables for binary classification modeling is critical to produce stable models that are interpretable, that generate accurate predictions and have minimum bias. This work is motivated by data on clinical and laboratory features of...

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Detalles Bibliográficos
Autores principales: Ju, Hyunsu, Brasier, Allan R
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3846812/
https://www.ncbi.nlm.nih.gov/pubmed/24025735
http://dx.doi.org/10.1186/1756-0500-6-365