Table 2

Forecast accuracy measures of the single and hybrid models for the commercial category

ModelRMSEMAEMAPE
SARIMA 0.0338 0.0247 12.2500 
ETS 0.0538 0.0499 23.4234 
NNAR 0.1917 0.1817 92.2916 
ARIMA-ETS 0.0422 0.0359 16.3573 
ARIMA-NNAR 0.0538 0.0489 24.5694 
ETS-NNAR 0.0428 0.0377 18.8122 
ARIMA-ETS-NNAR 0.0315 0.0247 12.2500 
ModelRMSEMAEMAPE
SARIMA 0.0338 0.0247 12.2500 
ETS 0.0538 0.0499 23.4234 
NNAR 0.1917 0.1817 92.2916 
ARIMA-ETS 0.0422 0.0359 16.3573 
ARIMA-NNAR 0.0538 0.0489 24.5694 
ETS-NNAR 0.0428 0.0377 18.8122 
ARIMA-ETS-NNAR 0.0315 0.0247 12.2500 
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