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. 2021 Jun 11;16(6):e0249338. doi: 10.1371/journal.pone.0249338

Table 9. Evaluation results for prediction of MACE on STEMI dataset (%).

Classifier Accuracy Precision Recall F-measure AUC
RF 84.81 87.54 85.80 85.42 98.15
ET 85.00 87.40 87.04 86.86 99.02
GBM 83.70 88.75 89.51 88.57 99.33
SVE 89.07 92.64 91.36 90.74 99.49

*Note: RF denotes Random Forest; ET Extra Tree; GBM Gradient Boosting Machine; SVE Soft Voting Ensemble. The boldface values denotes the highest evaluation results among all classifiers.