Table 8.
Statistical results of ANN models optimized by ICA and GA in training and testing phases
| No. | Model | MAE | RMSE | RMSD | |||
|---|---|---|---|---|---|---|---|
| Train | Test | Train | Test | Train | Test | ||
| 1 | ICA–ANN | 0.098 | 0.214 | 0.023 | 0.157 | 0.282 | 0.372 |
| 2 | GA–ANN | 0.130 | 0.247 | 0.037 | 0.192 | 0.326 | 0.392 |
Statistical results of ANN models optimized by ICA and GA in training and testing phases
| No. | Model | MAE | RMSE | RMSD | |||
|---|---|---|---|---|---|---|---|
| Train | Test | Train | Test | Train | Test | ||
| 1 | ICA–ANN | 0.098 | 0.214 | 0.023 | 0.157 | 0.282 | 0.372 |
| 2 | GA–ANN | 0.130 | 0.247 | 0.037 | 0.192 | 0.326 | 0.392 |