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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 whe...
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| Main Authors: | , , , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Public Library of Science (PLoS)
2014-01-01
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| Colecção: | PLoS ONE |
| Acesso em linha: | http://europepmc.org/articles/PMC3982963?pdf=render |
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