Fig. 6From: Predicting delayed methotrexate elimination in pediatric acute lymphoblastic leukemia patients: an innovative web-based machine learning tool developed through a multicenter, retrospective analysisGlobal Shapley Additive Explanations (SHAP) interpretation for XGBoost The influence distribution of features on model output. The vertical axis is sorted according to the sum of SHAP values of all samples, and the horizontal axis is SHAP value. Each point represents a sampleBack to article page