TABLE IV. Classification Results of COVID-19 Blood Test Using Dataset 1.

MODEL	TPR	FPR	Accuracy	Precision	F1Score	AUC
GAN	0.9960	0.0246	0.9938	0.9970	0.9965	0.9953
VAE	0.9970	0.0088	0.9965	0.9990	0.9980	0.9985
RBM	0.9795	0.2330	0.9601	0.9767	0.9781	0.9419
DBN	0.9772	0.2333	0.9548	0.9724	0.9748	0.9353