Table 5.
Evaluation results of the model on the test set.
Group | Classifier | TPR (%) | FPR (%) | TNR (%) | FNR (%) | Accuracy (%) | Precision (%) | F1-score |
---|---|---|---|---|---|---|---|---|
Control | BO-ERTC | 89.28 | 10.71 | 75.35 | 24.64 | 83.25 | 82.62 | 0.86 |
BO-SVM | 77.62 | 22.38 | 80.06 | 19.94 | 79.07 | 72.52 | 0.75 | |
With gender features group | BO-ERTC | 91.45 | 8.56 | 79.61 | 20.39 | 86.32 | 85.48 | 0.88 |
BO-SVM | 77.90 | 22.10 | 80.24 | 19.76 | 79.29 | 72.77 | 0.75 |