Table 14 Comparative study of various CO models.
 |  | ANFIS | RSM-GA | ANFIS-NSGA | |||
---|---|---|---|---|---|---|---|
Training | Testing | Training | Testing | Training | Testing | ||
ABD | RMSE | 0.5825 | 0.2411 | 0.5342 | 0.2251 | 0.4703 | 0.2204 |
R2 | 0.9281 | 0.9171 | 0.9372 | 0.9283 | 0.9389 | 0.9303 | |
CBD | RMSE | 0.5706 | 0.3621 | 0.5666 | 0.3397 | 0.5606 | 0.3320 |
R2 | 0.9201 | 0.910 | 0.9510 | 0.919 | 0.9555 | 0.935 |