Mortality Prediction Using SaO₂/FiO₂ Ratio Based on eICU Database Analysis

Figure 2

Final AUC for the test set of the hyperparameter optimized model. Pipeline: Iterative Imputer, Label Encoding, Target Encoding, Standard Scaler, and XGBoost Classifier.