Table 4.

Performance of the supervised models on the training set. PPV: Positive Predictive Value. NPV: Negative Predictive Value.

Model	AUC	Sensitivity	Specificity	PPV	NPV
Logistic Regression	0.89	0.80	0.83	0.46	0.96
Decision Tree	0.81	0.73	0.83	0.45	0.94
Random Forest	0.90	0.87	0.79	0.44	0.97
Tree Augmented Naive Bayes	0.87	0.79	0.79	0.41	0.95