Table 2.

FNN model parameters used to classify the FISs.

Parameters	Definition	Value
hiddenSizes	The number of hidden layers	10
trainFcn	Training function	trainlm
Epochs	Maximum number of epochs to train	1000
Goal	Performance goal	0
max_fail	Maximum validation failures	6
min_grad	Minimum performance gradient	1e-7
mu	Initial learning rate	0.001
mu_dec	Decrease factor for the learning rate	0.1
mu_inc	Increase factor for the learning rate	10
mu_max	Increase factor for the learning rate	1e10