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Comparing machine learning and logistic regression methods for predicting hypertension using a combination of gene expression and next-generation sequencing data

Machine learning methods continue to show promise in the analysis of data from genetic association studies because of the high number of variables relative to the number of observations. However, few best practices exist for the application of these methods. We extend a recently proposed supervised...

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Detalles Bibliográficos
Autores principales: Held, Elizabeth, Cape, Joshua, Tintle, Nathan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5133520/
https://www.ncbi.nlm.nih.gov/pubmed/27980626
http://dx.doi.org/10.1186/s12919-016-0020-2