Table 2.
Method | MAE | RMSE | MAPE | R2 | RMSRE | Time |
---|---|---|---|---|---|---|
ARIMA | 606 | 962 | 57.02 | 0.914 | 0.899 | - |
SARIMA | 620 | 981 | 40.43 | 0.748 | 0.794 | - |
LSTM | 398 | 623 | 21.31 | 0.901 | 0.490 | - |
ANFIS | 405 | 718 | 64.21 | 0.858 | 1.198 | - |
PSO-ANFIS | 353 | 620 | 52.07 | 0.892 | 0.871 | 31.64 |
GA-ANFIS | 362 | 622 | 87.91 | 0.902 | 3.216 | 34.83 |
ABC-ANFIS | 433 | 696 | 53.3 | 0.887 | 1.101 | 60.87 |
FPA-ANFIS | 371 | 622 | 80.55 | 0.898 | 3.152 | 30.42 |
FPASCA-ANFIS | 362 | 606 | 39.58 | 0.906 | 0.743 | 25.58 |
the best results are in bold.