Fig. 6: SHAP plots for important variables. | npj Climate and Atmospheric Science

Fig. 6: SHAP plots for important variables.

From: Development of a respiratory virus risk model with environmental data based on interpretable machine learning methods

Fig. 6: SHAP plots for important variables.

AThe SHAP plots for age in Group IV; B The SHAP plots for wind direction in Group ADV; C The SHAP plots for age in Group others; D The SHAP plots for wind direction in Group others. The blue dots represent the smaller values in the X-axis, and the vertical axis represents the SHAP values, where positive values indicate a positive impact on testing positive for a certain virus. The red dots represent the bigger values in the X-axis, and the vertical axis represents the SHAP values, where negative values indicate a negative impact on testing positive for a certain virus.

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