Large-scale machine learning for metagenomics sequence classification

Motivation: Metagenomics characterizes the taxonomic diversity of microbial communities by sequencing DNA directly from an environmental sample. One of the main challenges in metagenomics data analysis is the binning step, where each sequenced read is assigned to a taxonomic clade. Because of the la...

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Bibliographic Details
Main Authors: Vervier, Kévin, Mahé, Pierre, Tournoud, Maud, Veyrieras, Jean-Baptiste, Vert, Jean-Philippe
Format: Online
Language:English
Published: Oxford University Press 2016
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4896366/