Intelligent Systems Developed for the Early Detection of Chronic Kidney Disease

Table 7

The best settings of network parameters for generalized feedforward neural network.

Network parameters	Model FA	Model FB
Learning rule	LevenbergMarquar	LevenbergMarquar
Transformation functions	SigmoidAxon	TanhAxon
Number of hiding layer	2	2
Number of neurons in hiding layer	8	8
Criterion for termination	MSEmin: 0.0001	MSEmin: 0.0001
	Epochsmax: 3000	Epochsmax: 3000
Methods for weight update	Batch	Batch