Table 4: Comparative study of R-square for different number of hidden nodes and hidden layers.

Input Nodes Hidden Nodes Output Nodes R2
1st Layer 2nd Layer
4      5 0 1 0.8896
4      13 0 1 0.9167
4      15 0 1 0.9181
4      9 0 1 0.9334
4      7 3 1 0.9451
4      8 4 1 0.9574
4      5 4 1 0.9590
4      6 3 1 0.9692
4      11 0 1 0.9848
4      6 0 1 0.9848
4      4 3 1 0.9850
4      10 0 1 0.9871
4      8 0 1 0.9883
4      7 4 1 0.9896
4      8 2 1 0.9898
4      7 0 1 0.9905
4      8 3 1 0.9952
4      7 2 1 0.9983