Table 3 Forecast error measures (MAPE)
ETS Forecasting method | ARIMA Forecasting method | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
BU | TDFP | TDHA | TDHP | OC | BU | TDFP | TDHA | TDHP | OC | |
Total | 12.58 | 12.43 | 12.43 | 12.43 | 12.57 | 11.27 | 11.42 | 11.42 | 11.42 | 11.42 |
M (Male) | 12.68 | 11.32 | 11.4 | 12.52 | 12.66 | 12.18 | 12.45 | 10.68 | 10.62 | 10.62 |
F (Female) | 12.45 | 14.03 | 13.9 | 12.32 | 12.45 | 11.97 | 10.11 | 12.37 | 12.44 | 12.44 |
A M | 12.81 | 11.32 | 11.39 | 12.65 | 12.8 | 12.17 | 12.44 | 10.67 | 10.61 | 10.61 |
B M | 12.76 | 11.32 | 11.39 | 12.6 | 12.75 | 12.21 | 12.48 | 10.69 | 10.63 | 10.63 |
AB M | 12.62 | 11.33 | 11.41 | 12.46 | 12.62 | 12.15 | 12.43 | 10.69 | 10.63 | 10.63 |
O M | 12.59 | 11.32 | 11.39 | 12.43 | 12.57 | 12.17 | 12.45 | 10.68 | 10.62 | 10.62 |
A F | 12.44 | 14.04 | 13.91 | 12.31 | 12.44 | 11.95 | 10.1 | 12.37 | 12.44 | 12.44 |
B F | 12.42 | 14.02 | 13.89 | 12.29 | 12.42 | 11.96 | 10.1 | 12.36 | 12.43 | 12.43 |
AB F | 12.56 | 13.99 | 13.86 | 12.43 | 12.56 | 12.04 | 10.24 | 12.42 | 12.49 | 12.49 |
O F | 12.46 | 14.03 | 13.9 | 12.33 | 12.46 | 11.98 | 10.12 | 12.37 | 12.44 | 12.44 |
Average | 12.58 | 12.65 | 12.62 | 12.43 | 12.57 | 12 | 11.3 | 11.52 | 11.52 | 11.52 |