Table 4.
Prediction results for each prediction method for each dataset for 5 weeks (35 days).
| African dataset | European dataset | Hungarian dataset | ||||
|---|---|---|---|---|---|---|
| ARMSE | AMAE | ARMSE | AMAE | ARMSE | AMAE | |
| GRGNN | 820.70 | 1004.61 | 120230.14 | 127749.64 | 27.27 | 21.45 |
| LSTM | 2507.72 | 3072.21 | 255698.55 | 219314.79 | 27.40 | 21.55 |
| CNN-LSTM | 1536.70 | 1593.65 | 128824.08 | 111020.42 | 28.14 | 21.91 |
| GRU | 2234.65 | 2667.76 | 250900.80 | 213550.93 | 28.26 | 22.00 |
| ARIMA | 1537.67 | 1731.40 | 150250.91 | 125333.12 | 29.96 | 22.37 |
| Poly | 8436.73 | 8093.56 | 652543.68 | 625536.10 | 34.23 | 26.48 |
| Gauss | 4526.36 | 4227.41 | 212263.48 | 193738.61 | 32.04 | 25.00 |
| WMA | 2525.29 | 2301.08 | 238699.26 | 209711.46 | 30.51 | 22.38 |