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

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dc.contributor.authorBokulich, Nicholas A
dc.contributor.authorDillon, Matthew
dc.contributor.authorBolyen, Evan
dc.contributor.authorKaehler, Benjamin
dc.contributor.authorHuttley, Gavin
dc.contributor.authorCaporaso, J Gregory
dc.date.accessioned2023-08-28T00:54:39Z
dc.date.available2023-08-28T00:54:39Z
dc.date.issued2018
dc.date.updated2022-07-24T08:20:15Z
dc.description.abstractq2-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.en_AU
dc.description.sponsorshipThis work was supported by the National Science Foundation [1565100 to JGC], and by the National Institutes of Health / National Cancer Institute Partnership for Native American Cancer Prevention [U54CA143924 and U54CA143925 to JGC].en_AU
dc.format.mimetypeapplication/pdfen_AU
dc.identifier.issn2475-9066en_AU
dc.identifier.urihttp://hdl.handle.net/1885/296895
dc.language.isoen_AUen_AU
dc.provenanceAuthors of papers retain copyright and release the work under a Creative Commons Attribution 4.0 International License (CC-BY)en_AU
dc.publisherOpen Journalsen_AU
dc.rights© 2018 The Author(s)en_AU
dc.rights.licenseCreative Commons Attribution Licenseen_AU
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/en_AU
dc.sourceThe Journal of Open Source Softwareen_AU
dc.titleq2-sample-classifier: machine-learning tools for microbiome classification and regressionen_AU
dc.typeJournal articleen_AU
dcterms.accessRightsOpen Accessen_AU
local.bibliographicCitation.issue30en_AU
local.bibliographicCitation.lastpage4en_AU
local.bibliographicCitation.startpage1en_AU
local.contributor.affiliationBokulich, Nicholas A, Northern Arizona Universityen_AU
local.contributor.affiliationDillon, Matthew, Northern Arizona Universityen_AU
local.contributor.affiliationBolyen, Evan, Northern Arizona Universityen_AU
local.contributor.affiliationKaehler, Benjamin, College of Science, ANUen_AU
local.contributor.affiliationHuttley, Gavin, College of Science, ANUen_AU
local.contributor.affiliationCaporaso, J Gregory, Northern Arizona Universityen_AU
local.contributor.authoruidKaehler, Benjamin, u4190979en_AU
local.contributor.authoruidHuttley, Gavin, u9800703en_AU
local.description.notesImported from ARIESen_AU
local.identifier.absfor310201 - Bioinformatic methods developmenten_AU
local.identifier.absfor310703 - Microbial ecologyen_AU
local.identifier.absseo200201 - Determinants of healthen_AU
local.identifier.ariespublicationa383154xPUB29287en_AU
local.identifier.citationvolume3en_AU
local.identifier.doi10.21105/JOSS.00934en_AU
local.identifier.scopusID2-s2.0-85062293901
local.publisher.urlhttps://www.theoj.org/en_AU
local.type.statusPublished Versionen_AU

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