Fig. 3. Performance comparison of five ML models.
(A, B) Representative receiver operating characteristic (ROC) curves and precision-recall curves were obtained from a single iteration of 5-fold cross-validation with (A) random splitting and (B) scaffold splitting. ML, machine learning; SVM, Support Vector Machine; LR, Logistic Regression; XGB, XGBoost; RF, Random Forest; DNN, Deep Neural Network.
© Korean J Physiol Pharmacol
