Fig. 4

Heatmap displaying the comparison of performance metrics (accuracy, precision, recall, F1 score, and AUC) across various models (LR, SVM, XGBoost, DT, KNN, RF, ANN), with color intensity indicating performance levels, for predicting patient discharge before and after first 15 min according to the Aldrete checklist