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% |