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Genome wide association analysis of the 16th QTL- MAS Workshop dataset using the Random Forest machine learning approach

BACKGROUND: Genome wide association studies are now widely used in the livestock sector to estimate the association among single nucleotide polymorphisms (SNPs) distributed across the whole genome and one or more trait. As computational power increases, the use of machine learning techniques to anal...

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Detalles Bibliográficos
Autores principales: Minozzi, Giulietta, Pedretti , Andrea, Biffani, Stefano, Nicolazzi, Ezequiel Luis, Stella, Alessandra
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4195406/
https://www.ncbi.nlm.nih.gov/pubmed/25519518
http://dx.doi.org/10.1186/1753-6561-8-S5-S4