Applications of Support Vector Machine in Genomic Prediction in Pig and Maize Populations

Genomic prediction (GP) has revolutionized animal and plant breeding. However, better statistical models that can improve the accuracy of GP are required. For this reason, in this study, we explored the genomic-based prediction performance of a popular machine learning method, the Support Vector Mac...

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Detalhes bibliográficos
Publicado no:Front Genet
Main Authors: Zhao, Wei, Lai, Xueshuang, Liu, Dengying, Zhang, Zhenyang, Ma, Peipei, Wang, Qishan, Zhang, Zhe, Pan, Yuchun
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2020
Assuntos:
Genetics
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7744740/
https://ncbi.nlm.nih.gov/pubmed/33343636
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fgene.2020.598318
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