Fig. 2.

Performance metrics of machine learning models and traditional risk scores in the internal (a) and external (b) validation cohorts. AUC, area under the curve; KNN, K-Nearest Neighbours; LightGBM, Light Gradient Boosting Machine; LR, Logistic Regression; MLP, Multilayer Perceptron; RF, Random Forest; SVM, Support Vector Machine