Fig. 4. Feature importance presented by mean absolute Shapley additive explanations (SHAP) value dot plot (upper) and decision plot (lower) for the prediction of growth hormone deficiency or idiopathic short stature in the developed model. Color shows whether the parameter was high or low for that row of the patient dataset. Horizontal location shows whether the effect of that value elicited a higher or lower prediction.