Table 13 Comparative study of various UBHC models.
ANFIS | RSM-GA | ANFIS-NSGA | |||||
|---|---|---|---|---|---|---|---|
Training | Testing | Training | Testing | Training | Testing | ||
ABD | RMSE | 0.4715 | 0.315 | 0.4578 | 0.2848 | 0.4153 | 0.2726 |
R2 | 0.9513 | 0.9437 | 0.9739 | 0.9569 | 0.9838 | 0.9851 | |
CBD | RMSE | 0.4309 | 0.3534 | 0.4080 | 0.3133 | 0.3981 | 0.2954 |
R2 | 0.921 | 0.890 | 0.929 | 0.911 | 0.9415 | 0.925 | |