Research Article

Clinical Feature-Based Machine Learning Model for 1-Year Mortality Risk Prediction of ST-Segment Elevation Myocardial Infarction in Patients with Hyperuricemia: A Retrospective Study

Table 3

Ensemble of machine learning models.

EnsembleAccuracyAUCRecallPrecisionF1 value

RF+CatBoost+XGBoost0.900.870.360.720.47
XGBoost+LR+KNN0.900.840.330.720.43
RF+LR+KNN0.890.860.300.710.39
RF+XGBoost+LR+KNN0.900.860.370.730.46
All0.900.860.370.730.47