Fig. 3

Comparison of different ML algorithms after applying SMOTE to balance the data. Abbreviations: J48 is a decision tree algorithm based on the C4.5 algorithm. K-NN = k-nearest neighbors, LR = logistic regression, RF = random forest, ROC = receiver operating characteristic curve, SVM = support vector machine