Enhancing Genome-Enabled Prediction by Bagging Genomic BLUP

We examined whether or not the predictive ability of genomic best linear unbiased prediction (GBLUP) could be improved via a resampling method used in machine learning: bootstrap aggregating sampling (“bagging”). In theory, bagging can be useful when the predictor has large variance or when the numb...

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Detalles Bibliográficos
Autores principales: Gianola, Daniel, Weigel, Kent A., Krämer, Nicole, Stella, Alessandra, Schön, Chris-Carolin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3982963/
https://www.ncbi.nlm.nih.gov/pubmed/24722227
http://dx.doi.org/10.1371/journal.pone.0091693

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3982963/
https://www.ncbi.nlm.nih.gov/pubmed/24722227
http://dx.doi.org/10.1371/journal.pone.0091693

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