Fig. 1

ROC curves for each algorithm in the test set. LR Logistic Regression, SVM Support Vector Machines, RF Random Forest, GBDT Gradient Boosting Decision Tree, CB CatBoost, SMOTE Synthetic Minority Over-sampling Technique