Genomic prediction with machine learning in sugarcane, a complex highly polyploid clonally propagated crop with substantial non‐additive variation for key traits

Abstract Sugarcane has a complex, highly polyploid genome with multi‐species ancestry. Additive models for genomic prediction of clonal performance might not capture interactions between genes and alleles from different ploidies and ancestral species. As such, genomic prediction in sugarcane present...

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Bibliographic Details
Main Authors: Chensong Chen, Owen Powell, Eric Dinglasan, Elizabeth M. Ross, Seema Yadav, Xianming Wei, Felicity Atkin, Emily Deomano, Ben J. Hayes
Format: Article
Language:English
Published: Wiley 2023-12-01
Series:The Plant Genome
Online Access:https://doi.org/10.1002/tpg2.20390