Artificial Neural Network-Based Deep Learning Model for COVID-19 Patient Detection Using X-Ray Chest Images

Table 2

Parameters and functions used for model training.

Training parameters	Values/types
Epoch count	50
Size of batch	8
Optimizer	Adam
Loss function	Categorical cross-entropy
Warmup learning rate	0.001
Rotation range	15
Shear range	10%
Zoom range	10%
Width and height shifting	10%
Horizontal flip	Yes
Fill mode	Nearest
Rescaling	1/255