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Random Forests for Genomic Data Analysis

Random forests (RF) is a popular tree-based ensemble machine learning tool that is highly data adaptive, applies to “large p, small n” problems, and is able to account for correlation as well as interactions among features. This makes RF particularly appealing for high-dimensional genomic data analy...

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Dettagli Bibliografici
Autori principali: Chen, Xi, Ishwaran, Hemant
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2012
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC3387489/
https://ncbi.nlm.nih.gov/pubmed/22546560
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.ygeno.2012.04.003
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