Systematic benchmarking of omics computational tools

Benchmarking studies are important for comprehensively understanding and evaluating different computational omics methods. Here, the authors review practices from 25 recent studies and propose principles to improve the quality of benchmarking studies.

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Autores principales:	Serghei Mangul, Lana S. Martin, Brian L. Hill, Angela Ka-Mei Lam, Margaret G. Distler, Alex Zelikovsky, Eleazar Eskin, Jonathan Flint
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2019
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/a3c0bd0bb13543f8b62f96c08042e5be
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spelling	oai:doaj.org-article:a3c0bd0bb13543f8b62f96c08042e5be2021-12-02T15:36:02ZSystematic benchmarking of omics computational tools10.1038/s41467-019-09406-42041-1723https://doaj.org/article/a3c0bd0bb13543f8b62f96c08042e5be2019-03-01T00:00:00Zhttps://doi.org/10.1038/s41467-019-09406-4https://doaj.org/toc/2041-1723Benchmarking studies are important for comprehensively understanding and evaluating different computational omics methods. Here, the authors review practices from 25 recent studies and propose principles to improve the quality of benchmarking studies.Serghei MangulLana S. MartinBrian L. HillAngela Ka-Mei LamMargaret G. DistlerAlex ZelikovskyEleazar EskinJonathan FlintNature PortfolioarticleScienceQENNature Communications, Vol 10, Iss 1, Pp 1-11 (2019)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Serghei Mangul Lana S. Martin Brian L. Hill Angela Ka-Mei Lam Margaret G. Distler Alex Zelikovsky Eleazar Eskin Jonathan Flint Systematic benchmarking of omics computational tools
description	Benchmarking studies are important for comprehensively understanding and evaluating different computational omics methods. Here, the authors review practices from 25 recent studies and propose principles to improve the quality of benchmarking studies.
format	article
author	Serghei Mangul Lana S. Martin Brian L. Hill Angela Ka-Mei Lam Margaret G. Distler Alex Zelikovsky Eleazar Eskin Jonathan Flint
author_facet	Serghei Mangul Lana S. Martin Brian L. Hill Angela Ka-Mei Lam Margaret G. Distler Alex Zelikovsky Eleazar Eskin Jonathan Flint
author_sort	Serghei Mangul
title	Systematic benchmarking of omics computational tools
title_short	Systematic benchmarking of omics computational tools
title_full	Systematic benchmarking of omics computational tools
title_fullStr	Systematic benchmarking of omics computational tools
title_full_unstemmed	Systematic benchmarking of omics computational tools
title_sort	systematic benchmarking of omics computational tools
publisher	Nature Portfolio
publishDate	2019
url	https://doaj.org/article/a3c0bd0bb13543f8b62f96c08042e5be
work_keys_str_mv	AT sergheimangul systematicbenchmarkingofomicscomputationaltools AT lanasmartin systematicbenchmarkingofomicscomputationaltools AT brianlhill systematicbenchmarkingofomicscomputationaltools AT angelakameilam systematicbenchmarkingofomicscomputationaltools AT margaretgdistler systematicbenchmarkingofomicscomputationaltools AT alexzelikovsky systematicbenchmarkingofomicscomputationaltools AT eleazareskin systematicbenchmarkingofomicscomputationaltools AT jonathanflint systematicbenchmarkingofomicscomputationaltools
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Systematic benchmarking of omics computational tools

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