Table 9 Summary of the results of the experiments created with the best performances
From: Machine learning prediction of mortality in Acute Myocardial Infarction
Experiment | FS | Oversampling | Method | CA | Prec | Rec | AUC | F1 |
|---|---|---|---|---|---|---|---|---|
1 | Yes | Yes | SGD | 0.80 | 0.34 | 0.77 | 0.79 | 0.47 |
2 | Yes | Yes | SVM | 0.85 | 0.42 | 0.75 | 0.81 | 0.54 |
3 | No | Yes | KNN | 0.87 | 0.36 | 0.90 | 0.89 | 0.51 |