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Configuration of the presented MLP ANN model.
| Neural Network | MLP |
|---|---|
| Number of neurons in the input layer | 5 |
| Number of neurons in hidden layer 1 | 8 |
| Number of neurons in hidden layer 2 | 12 |
| Number of neurons in the output layer | 1 |
| Number of epochs | 600 |
| Activation function of neurons in hidden layer 1 | Tansig |
| Activation function of neurons in hidden layer 2 | Tansig |
| Activation function of neurons in the input and output layers | Purelin |
| Method of training | Levenberg-Marquardt [53,54] |
