In the last decades, a new trend to use more refined analytical procedures, such as artificial neural networks (ANN), has emerged be most accurate, efficient, and extensively applied for mining data prediction in different contexts, including plant breeding. Thus, this study was developed establish classification proposal targeting genotypes breeding programs approach classical models, complete...