Table 3.
Statistical performance of BP neural network model with different numbers of hidden layer neurons.
Number of Hidden Layer Neurons | Statistical Parameters | |||
---|---|---|---|---|
r | RMSE (%) | OI | MAE (%) | |
12 | 0.864 | 4.673 | 0.933 | 3.008 |
14 | 0.907 | 4.651 | 0.936 | 3.270 |
16 | 0.953 | 4.643 | 0.942 | 3.445 |
18 | 0.980 | 4.321 | 0.946 | 3.507 |
20 | 0.991 | 4.215 | 0.951 | 3.549 |
22 | 0.976 | 4.185 | 0.949 | 3.498 |
24 | 0.952 | 4.137 | 0.945 | 3.452 |