Table 2.
Prediction results for each prediction method for each dataset for 3 weeks (21 days).
| African dataset | European dataset | Hungarian dataset | ||||
|---|---|---|---|---|---|---|
| ARMSE | AMAE | ARMSE | AMAE | ARMSE | AMAE | |
| GRGNN | 836.26 | 770.61 | 75623.18 | 83044.94 | 31.47 | 28.47 |
| LSTM | 1375.33 | 1116.70 | 113619.62 | 135365.11 | 33.62 | 28.75 |
| CNN-LSTM | 915.06 | 892.35 | 48978.62 | 55363.46 | 35.65 | 31.46 |
| GRU | 1608.06 | 1260.72 | 115653.55 | 144957.77 | 34.41 | 28.90 |
| ARIMA | 997.03 | 848.51 | 68989.77 | 82938.58 | 35.22 | 29.77 |
| Poly | 5428.18 | 5195.21 | 409270.15 | 401718.39 | 29.61 | 28.93 |
| Gauss | 2641.67 | 2531.15 | 188754.28 | 181754.93 | 36.31 | 28.60 |
| WMA | 1007.55 | 831.20 | 119667.10 | 104058.45 | 29.70 | 24.21 |