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. 2024 Oct 21;14:24685. doi: 10.1038/s41598-024-74942-z

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.