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Evaluation of Classifier Performance for Multiclass Phenotype Discrimination in Untargeted Metabolomics

Statistical classification is a critical component of utilizing metabolomics data for examining the molecular determinants of phenotypes. Despite this, a comprehensive and rigorous evaluation of the accuracy of classification techniques for phenotype discrimination given metabolomics data has not be...

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Detalles Bibliográficos
Autores principales: Trainor, Patrick J., DeFilippis, Andrew P., Rai, Shesh N.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5488001/
https://www.ncbi.nlm.nih.gov/pubmed/28635678
http://dx.doi.org/10.3390/metabo7020030