Table 7.

Accuracy of the classifiers for healthy and COVID-19 cases using MFE3D and CI values as features.

		MLPC	SVM-rbf	kNN	SVM-linear
Validation	Mean (%)	$90.3\pm 7.0$	$84.5\pm 10.8$	$89.9\pm 8.5$	$85.7\pm 8.3$
	Best (%)	$100.0$	$100.0$	$100.0$	$100.0$
Test	Mean (%)	$90.0\pm 8.8$	$85.3\pm 6.4$	$92.4\pm 4.8$	$86.5\pm 5.6$
	Best (%)	$100.0$	$94.1$	$100.0$	$94.1$