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influence on the validation accuracies, but a greater effect on the regression coefficients. Due to the complexity of multiple-trait models and WssGBLUP analyses, and a similar predictive performance across the methods evaluated, SC1 is recommended for genomic evaluation in crossbred populations with similar genetic structures [moderate-to-high (0.71-0.99) genetic correlations between purebred and crossbred populations]. Copyright © 2020 Alvarenga, Veroneze, Oliveira, Marques, Lopes, Silva and Brito.Plants show great potential for pro