Table 5 Performance of the stand-alone models (site 2)
Velocity (U) | Velocity (V) | |||||
|---|---|---|---|---|---|---|
R | RMSE (cm/s) | MAE (cm/s) | R | RMSE (cm/s) | MAE (cm/s) | |
Lead time (days) | Prediction of numerical output with ANN | |||||
1 | 0.91 | 9.37 | 7.11 | 0.81 | 10.63 | 7.94 |
2 | 0.91 | 9.64 | 7.20 | 0.81 | 11.94 | 9.24 |
3 | 0.88 | 11.22 | 8.72 | 0.72 | 12.42 | 8.85 |
4 | 0.86 | 11.85 | 9.18 | 0.68 | 13.46 | 10.00 |
5 | 0.84 | 12.99 | 10.22 | 0.65 | 13.95 | 10.15 |