A machine learning-based service for estimating quality of genomes using PATRIC

Abstract Background Recent advances in high-volume sequencing technology and mining of genomes from metagenomic samples call for rapid and reliable genome quality evaluation. The current release of the PATRIC database contains over 220,000 genomes, and current metagenomic technology supports assembl...

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Autors principals:	Bruce Parrello, Rory Butler, Philippe Chlenski, Robert Olson, Jamie Overbeek, Gordon D. Pusch, Veronika Vonstein, Ross Overbeek
Format:	Artigo
Idioma:	Inglês
Publicat:	BMC 2019-10-01
Col·lecció:	BMC Bioinformatics
Matèries:	CheckM RAST Genome annotation Random forest Machine learning Metagenomics
Accés en línia:	http://link.springer.com/article/10.1186/s12859-019-3068-y
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