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Computational and Mathematical Methods in Medicine
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Computational and Mathematical Methods in Medicine
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2021
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Article
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Tab 3
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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.
Ensemble
Accuracy
AUC
Recall
Precision
F1 value
RF+CatBoost+XGBoost
0.90
0.87
0.36
0.72
0.47
XGBoost+LR+KNN
0.90
0.84
0.33
0.72
0.43
RF+LR+KNN
0.89
0.86
0.30
0.71
0.39
RF+XGBoost+LR+KNN
0.90
0.86
0.37
0.73
0.46
All
0.90
0.86
0.37
0.73
0.47