Table 3.

Classification performance for the COVID-19 data with hub genes

Classifier	Data with MMhub genes				Data with PPIhub genes
	Accuracy	AUC	Sensitivity	Specificity	Accuracy	AUC	Sensitivity	Specificity
SVM	0.996	0.997	0.996	0.998	0.986	0.989	0.996	0.981
RF	0.955	0.959	0.923	0.994	0.981	0.983	0.973	0.992
PLDA	0.821	0.848	0.902	0.794	0.768	0.815	0.930	0.700
NBLDA	0.956	0.961	0.922	0.999	0.976	0.978	0.957	0.999
voomDLDA	0.988	0.990	0.980	0.999	0.999	0.999	0.997	0.999