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A review of machine learning models applied to genomic prediction in animal breeding

The advent of modern genotyping technologies has revolutionized genomic selection in animal breeding. Large marker datasets have shown several drawbacks for traditional genomic prediction methods in terms of flexibility, accuracy, and computational power. Recently, the application of machine learnin...

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Detalles Bibliográficos
Autores principales: Chafai, Narjice, Hayah, Ichrak, Houaga, Isidore, Badaoui, Bouabid
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10516561/
https://www.ncbi.nlm.nih.gov/pubmed/37745853
http://dx.doi.org/10.3389/fgene.2023.1150596