q2-sample-classifier: machine-learning tools for microbiome classification and regression

2018209 citationsJournal Articlediamond Open Access

Authors

Nicholas A. Bokulich · Northern Arizona University

Matthew R. Dillon · Northern Arizona University

Evan Bolyen · Northern Arizona University

Benjamin D. Kaehler · Australian National University

Gavin Huttley · Australian National University

J. Gregory Caporaso · Northern Arizona University

Abstract

q2-sample-classifier is a plugin for the QIIME 2 microbiome bioinformatics platform that facilitates access, reproducibility, and interpretation of supervised learning (SL) methods for a broad audience of non-bioinformatics specialists.

Topics & Keywords

Metabolomics and Mass Spectrometry Studies Gene expression and cancer classification Gut microbiota and health

Publication Details

Published in: The Journal of Open Source Software

Volume 3, Issue 30, pp. 934-934

DOI: 10.21105/joss.00934

Field-Weighted Citation Impact: 6.68

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q2-sample-classifier: machine-learning tools for microbiome classification and regression

Authors

Abstract

Topics & Keywords

Publication Details