Table 1.

Achievements of pretrained deep CNN models and SVM classifiers on COVID-19 detection.

	Accuracy (%)
Method: SVM	ResNet18	ResNet50	ResNet101	VGG16	VGG19	Average
Linear Kernel	86.3	94.7	88.4	89.5	88.4	89.5
Quadratic Kernel	87.4	91.6	89.5	89.5	87.4	89.1
Cubic Kernel	89.5	90.5	91.6	90.5	89.5	90.3
Gaussian Kernel	86.3	93.7	88.4	89.5	87.4	89.1
Average	87.4	92.6	89.5	89.8	88.1