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Systematic evaluation of supervised machine learning for sample origin prediction using metagenomic sequencing data

BACKGROUND: The advent of metagenomic sequencing provides microbial abundance patterns that can be leveraged for sample origin prediction. Supervised machine learning classification approaches have been reported to predict sample origin accurately when the origin has been previously sampled. Using m...

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Detalles Bibliográficos
Autores principales: Chen, Julie Chih-yu, Tyler, Andrea D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7731568/
https://www.ncbi.nlm.nih.gov/pubmed/33302990
http://dx.doi.org/10.1186/s13062-020-00287-y