Essential guidelines for computational method benchmarking

Abstract In computational biology and other sciences, researchers are frequently faced with a choice between several computational methods for performing data analyses. Benchmarking studies aim to rigorously compare the performance of different methods using well-characterized benchmark datasets, to...

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Bibliographic Details
Main Authors: Lukas M. Weber, Wouter Saelens, Robrecht Cannoodt, Charlotte Soneson, Alexander Hapfelmeier, Paul P. Gardner, Anne-Laure Boulesteix, Yvan Saeys, Mark D. Robinson
Format: Article
Language:English
Published: BMC 2019-06-01
Series:Genome Biology
Online Access:http://link.springer.com/article/10.1186/s13059-019-1738-8