Table 5: The best settings of network parameters for back-propagation network model.

Network parameters Model FA Model FB Learning rule Levenberg-Marquar LevenbergMarquar Transformation functions Tanh Axon Sigmoid Axon No. of hiding layer 2 2 No. of neurons in hiding layer 5 8 Criterion for termination MSEmin: 0.0001 MSEmin: 0.0001 Epochsmax: 3000 Epochsmax: 3000 Methods for weight update Batch Batch