Stacked ensembles on basis of parentage information can predict hybrid performance with an accuracy comparable to marker-based GBLUP

Testcross factorials in newly established hybrid breeding programs are often highly unbalanced, incomplete, and characterized by predominance of special combining ability (SCA) over general combining ability (GCA). This results in a low efficiency of GCA-based selection. Machine learning algorithms...

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Detalles Bibliográficos
Autores principales: Heilmann, Philipp Georg, Frisch, Matthias, Abbadi, Amine, Kox, Tobias, Herzog, Eva
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Plant Science
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10401275/
https://www.ncbi.nlm.nih.gov/pubmed/37546247
http://dx.doi.org/10.3389/fpls.2023.1178902

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10401275/
https://www.ncbi.nlm.nih.gov/pubmed/37546247
http://dx.doi.org/10.3389/fpls.2023.1178902

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