Algorithms Association reactions Biobanks Clustering algorithms Cross validation Forestry GWAS Gene-Environment Interaction Genes Gene–gene and gene–environment interactions Genome-Wide Association Study Genome-wide association studies High dimensional data Model explainability Non-parametric model Nutrition Parametric regression Polymorphism, Single Nucleotide Regression analysis SHAP Tree ensemble models Tree ensembles Trees Trees (mathematics) XGBoost algorithm genome-wide association study genotype environment interaction single nucleotide polymorphism tree