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

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.

Detalles Bibliográficos
Autores principales: Bokulich, Nicholas A, Dillon, Matthew R, Bolyen, Evan, Kaehler, Benjamin D, Huttley, Gavin A, Caporaso, J Gregory
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2018
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6759219/
https://www.ncbi.nlm.nih.gov/pubmed/31552137
http://dx.doi.org/10.21105/joss.00934
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author Bokulich, Nicholas A
Dillon, Matthew R
Bolyen, Evan
Kaehler, Benjamin D
Huttley, Gavin A
Caporaso, J Gregory
author_facet Bokulich, Nicholas A
Dillon, Matthew R
Bolyen, Evan
Kaehler, Benjamin D
Huttley, Gavin A
Caporaso, J Gregory
author_sort Bokulich, Nicholas A
collection PubMed
description 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.
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spelling pubmed-67592192019-09-24 q2-sample-classifier: machine-learning tools for microbiome classification and regression Bokulich, Nicholas A Dillon, Matthew R Bolyen, Evan Kaehler, Benjamin D Huttley, Gavin A Caporaso, J Gregory J Open Res Softw Article 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. 2018-10-23 2018 /pmc/articles/PMC6759219/ /pubmed/31552137 http://dx.doi.org/10.21105/joss.00934 Text en Authors of papers retain copyright and release the work under a Creative Commons Attribution 4.0 International License (CC-BY (http://creativecommons.org/licenses/by/4.0/) ).
spellingShingle Article
Bokulich, Nicholas A
Dillon, Matthew R
Bolyen, Evan
Kaehler, Benjamin D
Huttley, Gavin A
Caporaso, J Gregory
q2-sample-classifier: machine-learning tools for microbiome classification and regression
title q2-sample-classifier: machine-learning tools for microbiome classification and regression
title_full q2-sample-classifier: machine-learning tools for microbiome classification and regression
title_fullStr q2-sample-classifier: machine-learning tools for microbiome classification and regression
title_full_unstemmed q2-sample-classifier: machine-learning tools for microbiome classification and regression
title_short q2-sample-classifier: machine-learning tools for microbiome classification and regression
title_sort q2-sample-classifier: machine-learning tools for microbiome classification and regression
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6759219/
https://www.ncbi.nlm.nih.gov/pubmed/31552137
http://dx.doi.org/10.21105/joss.00934
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