Table 7: The best settings of network parameters for generalized feedforward neural network.

Network parametersModel FAModel FB

Learning ruleLevenbergMarquarLevenbergMarquar
Transformation functionsSigmoidAxonTanhAxon
Number of hiding layer22
Number of neurons in hiding layer88
Criterion for termination : 0.0001 : 0.0001
: 3000 : 3000
Methods for weight update BatchBatch