Table 4

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

ModelRMSEMAEMAPE
SARIMA 0.0398 0.0339 33.2996 
ETS 0.0328 0.0299 32.5427 
NNAR 0.0770 0.0688 93.6701 
ARIMA-ETS 0.0361 0.0317 32.6562 
ARIMA-NNAR 0.0342 0.0262 40.0241 
ETS-NNAR 0.0363 0.0313 32.5900 
ARIMA-ETS-NNAR 0.0275 0.0203 30.3825 
ModelRMSEMAEMAPE
SARIMA 0.0398 0.0339 33.2996 
ETS 0.0328 0.0299 32.5427 
NNAR 0.0770 0.0688 93.6701 
ARIMA-ETS 0.0361 0.0317 32.6562 
ARIMA-NNAR 0.0342 0.0262 40.0241 
ETS-NNAR 0.0363 0.0313 32.5900 
ARIMA-ETS-NNAR 0.0275 0.0203 30.3825 
View Large
Close Modal
This Feature Is Available To Subscribers Only

or Create an Account

Close Modal
Close Modal
This site uses cookies. By continuing to use our website, you are agreeing to our privacy policy.
Accept