Method |
Iteration Number |
Parameters |
Results(Mean) |
Results(Min) |
Results(Max) |
Results(Std) |
ANN |
1000 |
Hidden Neurons: 30 and 20 |
7.24 |
6.53 |
8.24 |
0.71 |
ANN |
1000 |
Hidden Neurons: 30 and 10 |
8.21 |
7.44 |
9.05 |
0.58 |
ANN |
1000 |
Hidden Neurons: 20 and 20 |
8.04 |
7.28 |
9.15 |
0.68 |
ANN |
1000 |
Hidden Neurons: 20 and 10 |
9.22 |
7.83 |
10.10 |
0.86 |
ANN |
100 |
Hidden Neurons: 30 and 20 |
17.49 |
15.80 |
18.60 |
1.02 |
ANN |
100 |
Hidden Neurons: 30 and 10 |
23.59 |
22.36 |
25.04 |
1.01 |
ANN |
100 |
Hidden Neurons: 20 and 20 |
25.05 |
24.29 |
25.60 |
0.48 |
ANN |
100 |
Hidden Neurons: 20 and 10 |
29.60 |
27.66 |
31.07 |
1.32 |
ANFIS |
1000 |
Number of Rules: 5 |
7.40 |
7.40 |
7.40 |
0 |
ANFIS |
100 |
Number of Rules: 5 |
6.12 |
6.12 |
6.12 |
0 |
ANFIS |
1000 |
Number of Rules: 8 |
6.56 |
6.56 |
6.56 |
9E-16 |
ANFIS |
100 |
Number of Rules: 8 |
6.13 |
6.13 |
6.13 |
0 |
ANFIS |
1000 |
Number of Rules: 10 |
7.37 |
7.37 |
7.37 |
0 |
ANFIS |
100 |
Number of Rules: 10 |
7.19 |
7.19 |
7.19 |
9E-16 |
LSE |
- |
5 Degree Polynomial Curve |
6.17 |
6.17 |
6.17 |
0 |
LSE |
- |
6 Degree Polynomial Curve |
5.97 |
5.97 |
5.97 |
0 |
LSE |
- |
7 Degree Polynomial Curve |
5.67 |
5.67 |
5.67 |
0 |
LSE |
- |
8 Degree Polynomial Curve |
6.24 |
6.24 |
6.24 |
0 |