Statistical Machine-Learning Methods for Genomic Prediction Using the SKM Library

Statistical Machine-Learning Methods for Genomic Prediction Using the SKM Library

Genomic selection (GS) is revolutionizing plant breeding. However, because it is a predictive methodology, a basic understanding of statistical machine-learning methods is necessary for its successful implementation. This methodology uses a reference population that contains both the phenotypic and...

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Bibliographic Details
Main Authors: Osval A. Montesinos López, Brandon Alejandro Mosqueda González, Abelardo Montesinos López, José Crossa
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Genes
Subjects:
R package
SKM
statistical machine learning
genomic selection
Online Access:https://www.mdpi.com/2073-4425/14/5/1003

Internet

https://www.mdpi.com/2073-4425/14/5/1003

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