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Parameters of trained artificial neural networks (ANNs).
| Objective | Hardness | Bonding Strength |
|---|---|---|
| Neurons in the input layer | 3 | 3 |
| Number of hidden layers | 1 | 1 |
| Neurons in the hidden layer | 4 | 4 |
| Neurons in the out layer | 1 | 1 |
| Training algorithm | Levenberg–Marquardt Back-Propagation |
Levenberg–Marquardt Back-Propagation |
| Activation function (Hidden layer) |
Tansig | Tansig |
| Activation function (Output layer) |
Purelin | Purelin |
| Validation data fraction (%) | 15 | 15 |
| Test data fraction (%) | 15 | 15 |
