Model No. | Input Nodes | Hidden Layer-1 | Output Layer | Testing Data | ||||
---|---|---|---|---|---|---|---|---|
Processing Elements | Transfer Function | Processing Elements | Transfer Function | MSE | MAE | R2 | ||
1 | 3 | 3 | Sig. | 1 | Sig. | 0.16 | 0.2 | 0.93 |
2 | 3 | 3 | tanh | 1 | tanh | 0.21 | 0.27 | 0.87 |
3 | 3 | 4 | tanh | 1 | tanh | 0.26 | 0.33 | 0.82 |
4 | 3 | 5 | Sig. | 1 | Sig. | 0.29 | 0.36 | 0.79 |
5 | 3 | 6 | tanh | 1 | tanh | 0.33 | 0.41 | 0.79 |