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. 2020 Mar 14;20:222. doi: 10.1186/s12879-020-4930-2

Table 3.

Performance of the RF and ARIMA/X models

Model RMSE MAPE (%)
Training set Testing set Training set Testing set
RF 0.04 0.31 6.88 20.89
ARIMAX(1,0,1)(1,0,0)52 0.08 0.46 13.64 28.06
ARIMA(1,0,1)(1,0,0)52 0.08 0.45 13.78 28.53