Table 5

Forecast accuracy measures of the single and hybrid models for the ‘other’ category

ModelRMSEMAEMAPE
SARIMA 0.0711 0.0635 21.1879 
ETS 0.0698 0.0606 20.0727 
NNAR 0.0816 0.0641 19.4683 
ARIMA-ETS 0.0700 0.0619 20.5888 
ARIMA-NNAR 0.0719 0.0598 18.8920 
ETS-NNAR 0.0707 0.0583 18.3016 
ARIMA-ETS-NNAR 0.0700 0.0600 19.2637 
ModelRMSEMAEMAPE
SARIMA 0.0711 0.0635 21.1879 
ETS 0.0698 0.0606 20.0727 
NNAR 0.0816 0.0641 19.4683 
ARIMA-ETS 0.0700 0.0619 20.5888 
ARIMA-NNAR 0.0719 0.0598 18.8920 
ETS-NNAR 0.0707 0.0583 18.3016 
ARIMA-ETS-NNAR 0.0700 0.0600 19.2637 
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