An Efficient CNN Model for COVID-19 Disease Detection Based on X-Ray Image Classification

Table 6

Accuracy score with different number of CNN layers.

Convolutional layer	Test data	Independent validation data
One Conv2D	0.715	0.455
Two Conv2D	0.940	0.895
Three Conv2D	0.995	0.957
Four Conv2D	0.995	0.980
Five Conv2D	0.995	0.995
Six Conv2D	1.000	0.995