Table 3.

Prediction Performance Evaluation

Model	AUC (95% CI)	Accuracy	F-score	Sensitivity	Specificity	PPV	NPV
LR	0.77 (0.66,0.88)	0.77 (0.68,0.83)	0.47	0.38	0.92	0.64	0.79
DT	0.74 (0.63,0.84)	0.86 (0.79,0.92)	0.55	0.61	0.90	0.50	0.94
NB	0.82 (0.72,0.91)	0.73 (0.64,0.80)	0.51	0.37	0.96	0.86	0.70

Abbreviations: AUC, area under curve; LR, logistic regression; DT, decision tree; NB, naïve Bayes; PPV, positive predictive value; NPV, negative predictive value.