Development of Pneumonia Disease Detection Model Based on Deep Learning Algorithm

Table 2

The obtained metrics of precision, recall, F1-score, and accuracy for the proposed CNN model.

Pneumonia classes	Precision	Recall	F1-score	No. of tested images
“Abnormal”	0.98	0.96	0.99	855
“Normal”	0.98	0.97	0.98	318
Accuracy	—	—	0.99	1173
Macroaverage	0.99	0.98	0.97	1173
Weighted average	0.98	0.98	0.97	1173