Spatial Prediction of COVID-19 in China Based on Machine Learning Algorithms and Geographically Weighted Regression

Figure 5

Feature SHAP and importance. (a) SHAP values of every feature in each sample. The plot sorts feature by the sum of SHAP value magnitudes over all samples, which can show the distribution of the impacts each feature has on the model output. The color represents the feature value (red high, blue low). (b) Feature importance.

(a) Feature SHAP

(b) Feature importance