Table 1.
Statistical evaluation of the developed models.
| Country | Model | RMSE | MAE | MAPE | RMSRE | Time |
|---|---|---|---|---|---|---|
| Brazil | ANFIS | 24,100 | 18,272 | 0.3973 | 0.0052 | – |
| PSO | 21,182 | 15,111 | 0.3293 | 0.0045 | 18.92 | |
| MPA | 21,953 | 16,658 | 0.3628 | 0.0047 | 35.12 | |
| CMPA | 19,432 | 14,273 | 0.3117 | 0.0042 | 34.57 | |
| Russia | ANFIS | 683 | 578 | 0.05041 | 0.00058 | – |
| PSO | 504 | 387 | 0.03286 | 0.00041 | 19.40 | |
| MPA | 515 | 416 | 0.03561 | 0.00042 | 35.21 | |
| CMPA | 493 | 379 | 0.03223 | 0.00040 | 34.43 | |
Bold as in almost published papers is indicating the best acheived results.