Fig. 4
From: Predictive factors of hypoglycemia in type 2 diabetes: a prospective study using machine learning

Model explanation by the SHAP method. SHAP summary plot of the RF model shows the overall importance of features and their impact on model predictions. Red dots represent higher feature values, except for the “Insulin therapy” and “Female” features, where red dots indicate the presence of insulin therapy and female gender, respectively.