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

Table 3

Hyperparameters for the convolutional neural network (CNN) and its’ variants classifiers.

Parameters	Values
Input size	256 ∗ 22
Batch size	32
Error function	Categorical cross entropy
Activation	ReLU
Optimizer	SDGM
Learning rate	0.01
Dropout	0.5
Train/Validation	70%/30%