Diagnose Diabetic Mellitus Illness Based on IoT Smart Architecture

Table 5

Configuration of DL methods considered in DiaFog.

DL methods	No. of input layers	No. of hidden layers	No. of output layers	Optimizer used	Learning rate	AF at input layers	AF at hidden layers	AF at output layers
ANN	8	3	2	Adam	0.001	ReLU	ReLU	ReLU
DNN	8	4	2	Adam	0.120	ReLU	ReLU	Sigmoid