TABLE V. Detection Results of COVID-19 Blood Test Using Dataset 1.

MODEL	TPR	FPR	Accuracy	Precision	F1Score	AUC
VAE-1SVM	1.000	0.009	0.999	0.999	1.000	1.000	0.996
GAN-1SVM	1.000	0.017	0.998	0.998	1.000	0.999	0.991
RBM-1SVM	0.994	0.107	0.983	0.987	0.994	0.991	0.943
DBN-1SVM	1.000	0.034	0.996	0.996	1.000	0.998	0.983
1SVM	1.000	0.130	0.985	0.983	1.000	0.992	0.935