Marker Pre-Selection As a Strategy to Enhance Genomic Prediction With Machine Learning: Exploring the Influence of Trait-Specific Genomic Structures. Acta Sci. Agron. 2025, 47 (1), e72552. https://doi.org/10.4025/actasciagron.v47i1.72552.