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Machine Learning Prediction of Crossbred Pig Feed Efficiency and Growth Rate From Single Nucleotide Polymorphisms

This research assessed the ability of a Support Vector Machine (SVM) regression model to predict pig crossbred (CB) performance from various sources of phenotypic and genotypic information for improving crossbreeding performance at reduced genotyping cost. Data consisted of average daily gain (ADG)...

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Detalhes bibliográficos
Publicado no:Front Genet
Main Authors: Tusell, Llibertat, Bergsma, Rob, Gilbert, Hélène, Gianola, Daniel, Piles, Miriam
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7775539/
https://ncbi.nlm.nih.gov/pubmed/33391339
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fgene.2020.567818
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