| Sr. No. | Activation Function | No. of hidden Neurons | Training efficiency (%) | Testing efficiency (%) |
| 1 | Unipolar | 35 | 95 | 97 |
| 2 | Bipolar | 35 | 95 | 97 |
| 3 | RBF | 35 | 94 | 95 |