Development of Pneumonia Disease Detection Model Based on Deep Learning Algorithm

Table 3

The obtained metrics of precision, recall, F1-score, and accuracy for ResNet 50 model.

Pneumonia classes	Precision	Recall	F1-score	No. of tested images
“Abnormal”	0.95	0.98	0.97	855
“Normal”	0.94	0.86	0.90	318
Accuracy	—	—	0.95	1173
Macroaverage	0.95	0.92	0.93	1173
Weighted average	0.95	0.95	0.95	1173