TABLE III. Performance of the Infection Predicting Model.

Features	Training Set					Validation Set
	Accuracy	Precision	Recall	F1score	AUC	Accuracy	Precision	Recall	F1score	AUC
Only Numerial Features	1.0000	1.0000	1.0000	1.0000	1.0000	0.8372	0.8606	0.9170	0.8869	0.9099
Only Textual Features	0.8679	0.8460	0.9909	0.9127	0.9174	0.7074	0.7228	0.9414	0.8173	0.6645
Both	1.0000	1.0000	1.0000	1.0000	1.0000	0.8440	0.8571	0.9335	0.8929	0.9171