r | MAE (CMS) | NMSE | MSE (CMS)2 | Node | Learning algorithm | Transfer function | Processing elements | Hidden layers | Neural models | No. |
0.85 | 2.68 | 0.34 | 12.32 | 2000 | L | L.T. | 4 | 1 | MLP | 6 |
0.88 | 1.89 | 0.29 | 10.68 | 2000 | L | S | 20 | 1 | MLP | 7 |
0.79 | 2.47 | 0.42 | 15.31 | 2000 | L | S | 4 | 1 | GFF | 8 |
0.80 | 2.19 | 0.48 | 17.36 | 2000 | L | S | 4 | 2 | MFF | 9 |
0.83 | 2.49 | 0.41 | 14.83 | 2000 | L | S | 4 | 1 | RBF | 10 |