Statistical indices of the models developed to estimate the discharge in the main channel
| Methods . | Training Stage . | Testing Stage . | ||
|---|---|---|---|---|
| R2 . | RMSE . | R2 . | RMSE . | |
| MARS | 0.986 | 1.320 | 0.979 | 1.723 |
| GMDH | 0.830 | 4.592 | 0.769 | 5.412 |
| MLP | 0.982 | 1.595 | 0.933 | 2.183 |
| Methods . | Training Stage . | Testing Stage . | ||
|---|---|---|---|---|
| R2 . | RMSE . | R2 . | RMSE . | |
| MARS | 0.986 | 1.320 | 0.979 | 1.723 |
| GMDH | 0.830 | 4.592 | 0.769 | 5.412 |
| MLP | 0.982 | 1.595 | 0.933 | 2.183 |