Mortality prediction in ICU Using a Stacked Ensemble Model

Figure 5

SHAP interaction analysis plots of the selected features. Abbreviation: ap3diag: apache_3j_diagnosis. (a) The interaction analysis for age and its corresponding SHAP value. (b) The interaction analysis for ap3diag and its corresponding SHAP value. (c) The interaction analysis for d1_bun_min and its corresponding SHAP value. (d) The interaction analysis for gcs_motor_apache and its corresponding SHAP value. (e) The interaction analysis for d1_heartrate_min and its corresponding SHAP value. (f) The interaction analysis for d1_spo2_min and its corresponding SHAP value.

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