Genomic Prediction of Breeding Values Using a Subset of SNPs Identified by Three Machine Learning Methods

The analysis of large genomic data is hampered by issues such as a small number of observations and a large number of predictive variables (commonly known as “large P small N”), high dimensionality or highly correlated data structures. Machine learning methods are renowned for dealing with these pro...

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Vydáno v:Front Genet
Hlavní autoři: Li, Bo, Zhang, Nanxi, Wang, You-Gan, George, Andrew W., Reverter, Antonio, Li, Yutao
Médium: Artigo
Jazyk:Inglês
Vydáno: Frontiers Media S.A. 2018
Témata:
Genetics
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6039760/
https://ncbi.nlm.nih.gov/pubmed/30023001
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fgene.2018.00237
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