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Features selection related to male sterility/fertility. (a) Loadings of a predictive component with VIP (variable importance in projection) values greater than 1. Positive values characterize metabolites with higher content in anthers of sterile genotypes; (b) Mean decrease accuracy (MDA) values obtained with the Random Forest (RF) method of classification. Green–higher in fertile, red–higher in sterile genotypes.
