Fig. 4

Analysis of receiver operating characteristic curves (ROC), area under the curve (AUC), plotting sensitivity versus 1-specificity for, logistic regression (LR) (orange), random forest (black), LightGBM (green), XGBoost (pink dashed line) and MLP (blue dashed line) using the 36 feature variables