Open Access
Table 5.
Metric scores of the SMOTE + RF model on the testing set, using only observational parameters.
| Metric | Score |
|---|---|
| Precision | 0.691 ± 0.012 |
| TPR | 0.770 ± 0.018 |
| F1-score | 0.728 ± 0.009 |
| ROC-AUC | 0.799 ± 0.009 |
| TNR | 0.827 ± 0.010 |
| G-mean | 0.798 ± 0.009 |
| Balanced-Accuracy | 0.799 ± 0.009 |
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