Fig. 5From: Comparative analysis of explainable machine learning prediction models for hospital mortalitySHAP summary plots. Feature importance for the different ML models listed top-down. Each dot represents the impact on the prediction from a specific patient’s feature value. Dots to the left of the line x=0 are considered by the model to decrease the chances of mortality, while the dots to the right are considered to increase the chancesBack to article page