Table 1: Summary of ANFIS Training, Testing and Performance.
|
Parameters |
Number |
|
Number of Inputs |
6 |
|
Membership functions type |
Gaussian Curve |
|
Number of membership functions |
2*3*3*2*2*2 |
|
Training data set |
50 |
|
Testing (checking) data set |
30 |
|
Epoch number |
30 |
|
Number of nodes |
325 |
|
Number of linear parameters |
144 |
|
Number of nonlinear parameters |
28 |
|
Total number of parameters |
172 |
|
Number of fuzzy rules |
144 |
|
Input combinations |
FBS, CLR, BMI, GNI, AGE, FU |
|
RMSE |
0.63742 |
|
ANFIS Model Performance |
99.36% |