Fig. 5From: Machine learning-based risk models for procedural complications of radiofrequency ablation for atrial fibrillationSHAP dependence plot of the RF model in predicting any complication. It shows how a single feature (the top 10 important features) affects the output of the RF model. SHAP values for specific features exceed zero, representing an increasing risk of postoperative complicationBack to article page