Table 2.
Validation outcomes of the models.
| AUC | Accuracy | Sensitivity | Specificity | F1 score | |
|---|---|---|---|---|---|
| Logistic(A) | 0.811 | 0.79 | 0.64 | 0.88 | 0.77 |
| RF(A) | 0.755 | 0.85 | 0.76 | 0.90 | 0.83 |
| XGBoost(A) | 0.921 | 0.87 | 0.81 | 0.91 | 0.85 |
| SVM(A) | 0.712 | 0.79 | 0.72 | 0.82 | 0.73 |
| Logistic(B) | 0.818 | 0.73 | 0.59 | 0.82 | 0.69 |
| RF(B) | 0.692 | 0.76 | 0.55 | 0.88 | 0.75 |
| XGBoost(B) | 0.825 | 0.76 | 0.53 | 0.89 | 0.75 |
| SVM(B) | 0.688 | 0.76 | 0.74 | 0.77 | 0.62 |
*(A) The model for LTFU before treatment in tuberculosis patients, (B) The model for LTFU during the treatment period.