Table 3 The results obtained from the proposed models
Models | Optimizers | Hybrid models | Section | Statistic evaluator | ||||
|---|---|---|---|---|---|---|---|---|
R2 | RMSE | MDAPE | MAE | U95 | ||||
ANFIS | HBA | ANHB | Train | 98.93 | 3.241 | 1.418 | 2.435 | 8.963 |
Test | 99.58 | 2.112 | 1.153 | 1.845 | 5.901 | |||
ANFIS | COA | ANCO | Train | 97.32 | 5.148 | 1.677 | 3.449 | 14.21 |
Test | 99.20 | 2.973 | 1.589 | 2.669 | 8.271 | |||
ANFIS | GNDO | ANGN | Train | 95.31 | 6.750 | 1.701 | 3.909 | 18.71 |
Test | 98.74 | 3.719 | 1.824 | 3.048 | 10.33 | |||