Figure 4 | Scientific Reports

Figure 4

From: Predictive approach for liberation from acute dialysis in ICU patients using interpretable machine learning

Figure 4

Partial dependence plots of the top 12 predictors by SHAP value in predicting renal recovery. The numbers indicate the order of importance according to SHAP values, and each plot includes an estimated cutoff value for the feature where the probability of renal recovery significantly increases. BP, blood pressure; CCI, Charlson Comorbidity Index; ICU, intensive care unit; PHA, arterial pH; RR, respiratory rate; SpO2, peripheral capillary oxygen saturation.

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