Table 7.
Results of various algorithms in both training and test phases
| No. | Model | Best fitting line in testing phase | Best fitting line in training phase | ||
|---|---|---|---|---|---|
| Equation | R 2 | Equation | R 2 | ||
| 1 | ICA–ANN | y = 0.7337x − 0.0618 | 0.8019 | y = 0.8877x − 0.0042 | 0.9045 |
| 2 | GA–ANN | y = 0.6239x − 0.1381 | 0.6618 | y = 0.8098x − 0.0181 | 0.8505 |