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. 2023 Dec 19;13:1289124. doi: 10.3389/fcimb.2023.1289124

Table 2.

Model performance evaluation of four algorithms.

Algorithms Accuracy Sensitivity Specificity PPV NPV AUC
LR 0.750 0.750 0.750 0.750 0.750 0.750
Adaboost 0.844 0.875 0.813 0.824 0.867 0.844
XGBoost 0.844 0.750 0.938 0.923 0.790 0.930
RF 0.875 0.750 1.000 1.000 0.800 0.875

PPV, Positive Predicted Value; NPV, Negative Predicted Value.