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Article

Random Forests approach for identifying additive and epistatic single nucleotide polymorphisms associated with residual feed intake in dairy cattle.

Journal of dairy science - 1 Oct 2013

Yao C, Spurlock D M, Armentano L E, Page C D, VandeHaar M J, Bickhart D M, Weigel K A

Abstract excerpt

Feed efficiency is an economically important trait in the beef and dairy cattle industries. Residual feed intake (RFI) is a measure of partial efficiency that is independent of production level per unit of body weight. The objective of this study was to identify significant associations between single nucleotide polymorphism (SNP) markers and RFI in dairy cattle using the Random Forests (RF) algorithm. Genomic...

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PMID: 23932129
DOI: 10.3168/jds.2012-6237

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