Host phenotype classification from human microbiome data is mainly driven by the presence of microbial taxa

Machine learning-based classification approaches are widely used to predict host phenotypes from microbiome data. Classifiers are typically employed by considering operational taxonomic units or relative abundance profiles as input features. Such types of data are intrinsically sparse, which opens t...

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Bibliographic Details
Main Authors: Cavaliere, S. (Author), Ercolini, D. (Author), Giliberti, R. (Author), Mauriello, I.E (Author), Pasolli, E. (Author)
Format: Article
Language:English
Published: Public Library of Science 2022
Online Access:View Fulltext in Publisher