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Semi-supervised learning for genomic prediction of novel traits with small reference populations: an application to residual feed intake in dairy cattle

BACKGROUND: Genomic prediction for novel traits, which can be costly and labor-intensive to measure, is often hampered by low accuracy due to the limited size of the reference population. As an option to improve prediction accuracy, we introduced a semi-supervised learning strategy known as the self...

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Detalles Bibliográficos
Autores principales: Yao, Chen, Zhu, Xiaojin, Weigel, Kent A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5098288/
https://www.ncbi.nlm.nih.gov/pubmed/27821057
http://dx.doi.org/10.1186/s12711-016-0262-5