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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Detalles Bibliográficos
Publicado en:Front Genet
Autores principales: Zhao, Wei, Lai, Xueshuang, Liu, Dengying, Zhang, Zhenyang, Ma, Peipei, Wang, Qishan, Zhang, Zhe, Pan, Yuchun
Formato: Artigo
Lenguaje:Inglês
Publicado: Frontiers Media S.A. 2020
Materias:
Genetics
Acceso en línea: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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