Table 1 The specifications of the suggested MLP.
Network parameters | MLP |
|---|---|
Number of inputs (xi) | 5 |
Number of neurons in the first hidden layer | 300 |
Number of neurons in the second hidden layer | 200 |
Number of neurons in the third hidden layer | 200 |
Number of neurons in the fourth hidden layer | 200 |
Number of neurons in the fifth hidden layer | 200 |
Number of neurons in the sixth hidden layer | 200 |
Number of neurons in the seventh hidden layer | 100 |
Number of outputs | 1 |
Activation function of hidden and output layers | Relu function |
Optimizer | Rmsprop = 0.001 |
Epoch | 2500 |
Loss | 0.001 |
