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. 2024 May 20;12:1397260. doi: 10.3389/fpubh.2024.1397260

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