Table 12 Comparative study of various BSEC models.
ANFIS | RSM-GA | ANFIS-NSGA | |||||
|---|---|---|---|---|---|---|---|
Training | Testing | Training | Testing | Training | Testing | ||
ABD | RMSE | 0.3349 | 0.541 | 0.2951 | 0.5121 | 0.2721 | 0.4971 |
R2 | 0.9294 | 0.8815 | 0.9318 | 0.9151 | 0.9464 | 0.9584 | |
CBD | RMSE | 0.3411 | 0.4544 | 0.339 | 0.4293 | 0.3252 | 0.3999 |
R2 | 0.8834 | 0.8756 | 0.9067 | 0.8921 | 0.9481 | 0.9061 | |