Table 7.
Performance comparison of analyzed ANN models.
| Neural network model | Mean R | 95% confidence intervals of R | Mean MSE | 95% confidence intervals of MSE |
|---|---|---|---|---|
| FFBP | 0.9876 | [0.9871, 0.9880] | 0.0809 | [0.0782, 0.0835] |
| FFTD | 0.9861 | [0.9855, 0.9867] | 0.0906 | [0.0865, 0.0948] |
| CFBP | 0.9827 | [0.9787, 0.9868] | 0.1125 | [0.0860, 0.1389] |
| NARX | 0.9868 | [0.9868, 0.9869] | 0.0858 | [0.0855, 0.0860] |
| Elman | 0.9868 | [0.9868, 0.9868] | 0.0857 | [0.0856, 0.0857] |
| RNN | 0.9870 | [0.9870, 0.9870] | 0.0845 | [0.0845, 0.0845] |
| GRNN | 0.9849 | [0.9841, 0.9858] | 0.0977 | [0.0926, 0.1029] |