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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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Veröffentlicht in:BMC Proc
Hauptverfasser: Held, Elizabeth, Cape, Joshua, Tintle, Nathan
Format: Artigo
Sprache:Inglês
Veröffentlicht: BioMed Central 2016
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5133520/
https://ncbi.nlm.nih.gov/pubmed/27980626
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12919-016-0020-2
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