Explainable Machine Learning-Based Prediction Model for Diabetic Nephropathy

Figure 9

Three examples of the local explanation of the predictions using the Shapley additive explanation (SHAP) values: (a) subjects with 28 years old and (b) subjects with 43 years old. Factors that push the predicted score higher compared to the base value (mean prediction) are coloured red, and those pushing lower the prediction are shown in blue.

(a)

(b)