Fig. 5 | Scientific Reports

Fig. 5

From: Interpretable machine-learning risk prediction of unplanned extubation among cancer patients with peripherally inserted central catheters

Fig. 5

SHAP Interpretability analysis. Note: (A) SHAP summary plot of the feature importance ranking; (B) The three highest ranked feature importance metrics; (C) The waterfall plots from the SHAP analysis for one non-PICC-UE patients; (D) The waterfall plots from the SHAP analysis for one PICC-UE patients. WQOL, weighted quality of life; HRQOL, health-related quality of life; BMI, body mass index; SHAP, shapley additive explanations.

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