Table 8.

Area under the curve (AUC) of the classifiers for healthy and COVID-19 cases using MFE3D and CI values as features.

		MLPC	SVM-rbf	kNN	SVM-linear
Validation	Mean	$0.958\pm 0.052$	$0.942\pm 0.064$	$0.905\pm 0.010$	$0.946\pm 0.074$
	Best	$1.000$	$1.000$	$1.000$	$1.000$
Test	Mean	$0.871\pm 0.091$	$0.861\pm 0.049$	$0.907\pm 0.059$	$0.861\pm 0.049$
	Best	$0.955$	$0.955$	$1.000$	$0.955$