| Model Architecture: (8 7 5) | |||||||||||
| General | Optimisation algorithm | Training | Validation | ||||||||
|
| Rmax (%) | Rmin (%) | Rmax (%) | Rmin (%) | |||||||
| 1-day | 5-day | 1-day | 5-day | 1-day | 5-day | 1-day | 5-day | ||||
|
| Br | 99.8 | 96.8 | 98.5 | 66.0 | 98.5 | 97.3 | 82.2 | 22.1 | ||
|
| LM | 98.9 | 96.4 | 125.8 | 0.0 | 100.6 | 100.9 | 84.9 | 60.8 | ||
|
| GDM | 104.8 | 101.2 | 0.0 | 0.0 | 99.2 | 88.6 | 16.4 | 0.0 | ||
| Average |
| 101.2 | 98.1 | 74.8 | 22.0 | 99.4 | 95.6 | 61.2 | 27.6 | ||
| Model Architecture: (8 5 2 5) | |||||||||||
| General | Optimisation algorithm | Training | Validation | ||||||||
|
| Rmax (%) | Rmin (%) | Rmax (%) | Rmin (%) | |||||||
| 1-day | 5-day | 1-day | 5-day | 1-day | 5-day | 1-day | 5-day | ||||
|
| Br | 95.9 | 94.4 | 10.9 | 54.9 | 95.5 | 94.6 | 104.6 | 34.9 | ||
|
| LM | 99.9 | 98.1 | 84.8 | 0.0 | 489.5 | 423.0 | 0.0 | 0.0 | ||
|
| GDM | 104.8 | 101.2 | 0.0 | 0.0 | 69.8 | 68.5 | 0.0 | 0.0 | ||
| Average |
| 100.2 | 97.9 | 31.9 | 18.3 | 218.3 | 195.4 | 34.9 | 11.6 | ||
| Model Architecture: (8 4 3 5) | |||||||||||
| General | Optimisation algorithm | Training | Validation | ||||||||
|
| Rmax (%) | Rmin (%) | Rmax (%) | Rmin (%) | |||||||
| 1-day | 5-day | 1-day | 5-day | 1-day | 5-day | 1-day | 5-day | ||||
|
| Br | 98.5 | 95.5 | 110.36 | 66.2 | 97.0 | 96.1 | 115.0 | 89.7 | ||
|
| LM | 101.2 | 101.2 | 107.2 | 0.0 | 94.6 | 94.4 | 110.3 | 87.1 | ||
|
| GDM | 81.5 | 75.8 | 70.9 | 30.7 | 94.6 | 94.4 | 110.3 | 87.1 | ||
| Average |
| 93.7 | 90.8 | 96.1 | 32.3 | 95.4 | 95.0 | 111.8 | 88.0 | ||