Development of Pneumonia Disease Detection Model Based on Deep Learning Algorithm

Table 4

The obtained metrics of precision, recall, F1-score, and accuracy for VGG16 model.

Pneumonia classes	Precision	Recall	F1-score	No. of tested images
“Abnormal”	0.88	0.73	0.80	855
“Normal”	0.50	0.74	0.62	318
Accuracy			0.73	1173
Macroaverage	0.74	0.73	0.73	1173
Weighted average	0.73	0.73	0.71	1173