Statistical parameters of the ANN and MLR model.
| Set of data | R 2 | MSE | RMSE | MPE | ||||
|---|---|---|---|---|---|---|---|---|
| ANN | MLR | ANN | MLR | ANN | MLR | ANN | MLR | |
| Total | 0.9528 | 0.8753 | 41.2 | 128.6 | 6.4 | 11.3 | 12.2% | 24.3% |
| Training | 0.9434 | 0.8625 | 43.6 | 123.3 | 6.6 | 11.1 | 14.2% | 12.4% |
| Test | 0.9583 | 43.9 | 6.6 | 7.3% | ||||
| Validation | 0.9759 | 0.9280 | 28.0 | 158.0 | 5.2 | 12.6 | 10.0% | 46.1% |