IoMT Meets Machine Learning: From Edge to Cloud Chronic Diseases Diagnosis System

Table 7

Accuracy and loss values by ML models during training and validation for pneumonia detection.

Models	Training accuracy	Training loss	Validation accuracy	Validation loss
VGG-16	95.61	12.03	87.17	37.94
VGG-19	92.85	18.01	88.46	34.29
ResNet	94.29	14.32	77.56	68.36
Inception-v3	88.96	28.20	70.99	97.56