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EnsInfer: a simple ensemble approach to network inference outperforms any single method

Abstract This study evaluates both a variety of existing base causal inference methods and a variety of ensemble methods. We show that: (i) base network inference methods vary in their performance across different datasets, so a method that works poorly on one dataset may work well on another; (ii)...

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Autori principali: Bingran Shen, Gloria Coruzzi, Dennis Shasha
Natura: Artigo
Lingua:Inglês
Pubblicazione: BMC 2023-03-01
Serie:BMC Bioinformatics
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Accesso online:https://doi.org/10.1186/s12859-023-05231-1
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