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2023, Aug, 1;11(8):73954

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Please see also the XGBoost documentation for additional information on model parameters ( SHapley additive exPlanations (SHAP) analysis We interpreted our ML models and assigned relative importance to variables influencing circulating TMAO levels by co-opting SHAP values, as expanded for tree-based ML models 28 and recently used to objectively evaluate factors driving metabolite plasma levels in humans 23