Back to Article
An Artificial Intelligence Approach to Manage Crop Water Requirements in South Africa
Online Journal of Engineering Sciences
| Vol 2, Issue 1
Table 2. Statistical error parameters ofdeveloped predictive ANN models
| Model No | No of hidden neurons | No of hidden layers | r | RMSE | R2 |
| 1 | 5 | 1 | 0.9581 | 0.74 | 0.918 |
| 2 | 10 | 1 | 0.9692 | 0.67 | 0.940 |
| 3 | 15 | 2 | 0.9714 | 0.70 | 0.944 |
| 4 | 20 | 2 | 0.9517 | 0.76 | 0.906 |
| 5 | 25 | 2 | 0.9428 | 0.82 | 0.889 |