Fig. 3

Receiver operating characteristic curves for each of the five machine learning methods. ROC-AUC of the five models [(i) Logistic, (ii) SVM, (iii) Random Forest, (iv) XGBOOST, (v) light GBM for predicting patient weaning. ROC-AUC: Receiver operating characteristic curve area under the curve.