Table 6 MAPE and RMSE loss functions for the consumption models
Q | M | Midas | Regression | AR | RW | ||||
|---|---|---|---|---|---|---|---|---|---|
MAPE (%) | RMSE | MAPE (%) | RMSE | MAPE (%) | RMSE | MAPE (%) | RMSE | ||
Current Quarter | M1 | 3.51 | 1431.1 | 9.70 | 3828.7 | Â | Â | Â | Â |
M2 | 3.26 | 1352.4 | 9.69 | 3838.4 | Â | Â | Â | Â | |
M3 | 3.30 | 1364.7 | 9.44 | 3728.1 | 2.34 | 1363.0 | 2.43 | 1363.1 | |
Next Quarter | M1 | 2.59 | 1088.8 | 6.18 | 2410.0 | Â | Â | Â | Â |
M2 | 1.74 | 899.9 | 3.24 | 1405.6 | Â | Â | Â | Â | |
| Â | M3 | Â | Â | Â | Â | 1.79 | 1158.0 | 1.73 | 1075.9 |