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Table 3 Performance of the RF and ARIMA/X models

From: Forecasting incidence of infectious diarrhea using random forest in Jiangsu Province, China

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