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

Table 10. Evaluation results for prediction of MACE on NSTEMI dataset (%).

Classifier Accuracy Precision Recall F-measure AUC
RF 88.81 89.66 89.45 88.63 98.81
ET 88.05 91.97 91.46 91.64 99.00
GBM 91.23 88.94 89.45 89.18 99.41
SVE 91.38 93.89 93.97 93.79 99.42

*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.