Summary of FFNN and WNN results for the calibration and the validation periods of meteorological stations
Stations . | Calibration . | Validation . | |||||||
---|---|---|---|---|---|---|---|---|---|
. | NSE . | R . | D . | RMSE . | NSE . | R . | D . | RMSE . | |
Benibad | FFNN | 0.76 | 0.88 | 0.94 | 2.21 | 0.74 | 0.87 | 0.94 | 2.27 |
WNN | 0.88 | 0.94 | 0.974 | 1.61 | 0.88 | 0.938 | 0.97 | 1.68 | |
Dheng Bridge | FFNN | 0.69 | 0.86 | 0.926 | 2.67 | 0.68 | 0.857 | 0.92 | 2.74 |
WNN | 0.89 | 0.952 | 0.97 | 1.67 | 0.89 | 0.95 | 0.97 | 1.69 | |
Kamtaul | FFNN | 0.82 | 0.89 | 0.94 | 2.27 | 0.81 | 0.88 | 0.94 | 2.29 |
WNN | 0.88 | 0.945 | 0.97 | 1.66 | 0.87 | 0.93 | 0.96 | 1.78 |
Stations . | Calibration . | Validation . | |||||||
---|---|---|---|---|---|---|---|---|---|
. | NSE . | R . | D . | RMSE . | NSE . | R . | D . | RMSE . | |
Benibad | FFNN | 0.76 | 0.88 | 0.94 | 2.21 | 0.74 | 0.87 | 0.94 | 2.27 |
WNN | 0.88 | 0.94 | 0.974 | 1.61 | 0.88 | 0.938 | 0.97 | 1.68 | |
Dheng Bridge | FFNN | 0.69 | 0.86 | 0.926 | 2.67 | 0.68 | 0.857 | 0.92 | 2.74 |
WNN | 0.89 | 0.952 | 0.97 | 1.67 | 0.89 | 0.95 | 0.97 | 1.69 | |
Kamtaul | FFNN | 0.82 | 0.89 | 0.94 | 2.27 | 0.81 | 0.88 | 0.94 | 2.29 |
WNN | 0.88 | 0.945 | 0.97 | 1.66 | 0.87 | 0.93 | 0.96 | 1.78 |