TABLE VII. Detection Results of COVID-19 Blood Test Using Dataset 2.

Model	TPR	FPR	Accuracy	Precision	Recall	F1Score	AUC
1SVM	0.931	0.010	0.966	0.985	0.931	0.957	0.960
VAE-1SVM	0.986	0.000	0.994	1.000	0.986	0.993	0.993
GAN-1SVM	0.944	0.010	0.971	0.985	0.944	0.964	0.967
RBM-1SVM	0.971	0.000	0.989	1.000	0.971	0.986	0.986
DBN-1SVM	0.944	0.000	0.977	1.000	0.944	0.971	0.972