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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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| Main Authors: | , , , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Public Library of Science
2014
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3982963/ https://ncbi.nlm.nih.gov/pubmed/24722227 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0091693 |
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