Figure 2.

Precision-recall and ROC curves for the models. (a) Precision-recall curve for LGBM, (b) ROC curve model for LGBM, (c) Precision-recall curve for RF, (d) ROC curve for RF, (e) Precision-recall curve for LR, (f) ROC curve for LR. The diagonal black dotted line represents a baseline model (that predicts at random), hence the same values of TPR and FPR. The blue solid curve represents a ideal model. ROC = Receiver operating characteristic, TPR = True positive rate, FPR = False positive rate, LGBM = Light gradient boosting machine