Table 1.
Predictive performance of different models
| Region | ARIMA-1 | ARIMA-2 | ARIMA-3 | ES | GRNN | ARIMA–GRNN |
|---|---|---|---|---|---|---|
| India | 0.109 | 0.102 | 0.169 | 0.307 | 0.522 | 0.117 |
| the US | 0.200 | 0.193 | 0.257 | 0.204 | 0.672 | 0.173 |
Bold value is the minimum MAPE value, which indicates that the model has the optimal predictive performance.