Deep Learning-Assisted Efficient Staging of SARS-CoV-2 Lesions Using Lung CT Slices

Table 2

Hyperparameters considered for training the models.

Model	Initial learning rate	No. of epochs	Weight learning factor	Bias learning factor	Optimizer	Accuracy (%)
SqueezeNet	1.00E − 04	15	10	10	ADAM	91.2
ResNet18	1.00E − 04	15	10	10	ADAM	96.4
ResNet50	1.00E − 04	15	10	10	ADAM	98.8
ResNet101	1.00E − 04	15	10	10	ADAM	97.5