Table 6.
Architecture parameters of MLP network.
Network type | Multilayer perceptron |
---|---|
Training function | Levenberg-Marquardt backpropagation |
Number of layers | 3 |
Number of 1st hidden layer neuron | 3 |
Transfer function of 1st hidden layer | TANSIG |
Number of 2nd hidden layer neuron | 5 |
Transfer function of 2nd hidden layer | TANSIG |
Number of output layer neuron | 1 |
Transfer function of output layer | PURELIN |
Performance function | MSE |
Other parameters | Default |