Figure 4 | Scientific Reports

Figure 4

From: SHAP based predictive modeling for 1 year all-cause readmission risk in elderly heart failure patients: feature selection and model interpretation

Figure 4

SHAP interpretation of CatBoost model constructed by human–machine collaboration group. (A) The importance ranking of the model prediction features. The horizontal coordinate represents the SHAP values, the larger SHAP value indicates that the variable is more important; (B) Each point represents a feature value, and different colors represent the final influence of the feature on the model output results, where red represents a larger value and blue represents a smaller value.

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