Network type | ANFIS (Sugeno type) |
Number of layers | 6 |
Iteration | 250 |
Input membership function | |
Output function | Constant |
Number of membership functions | 3-3-3-3 |
Number of fuzzy rules | 81 |
Optimization algorithm | Hybrid (Back prob. and LSE) |
“and” method | prod |
“or” method | probor |
Clarification method | wtaver |
%MAE (training) | 7.71 |
%MAE (test) | 13.70 |
%MAE (validation) | 9.34 |