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

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