Table 11.
Different error measures calculated for one-step-ahead epidemic curve over whole season (2013-2014), averaged across all HHS regions: Comparing Methods M1 to M6 and ARIMA approach
MAE | RMSE | MAPE | sMAPE | MdAPE | MdsAPE | |
---|---|---|---|---|---|---|
Method 1 | 316.18 | 378.63 | 0.39 | 0.33 | 0.34 | 0.29 |
Method 2 | 293.76 | 357.34 | 0.35 | 0.31 | 0.30 | 0.26 |
Method 3 | 224.53 | 293.52 | 0.25 | 0.22 | 0.22 | 0.20 |
Method 4 | 204.5 | 274.41 | 0.21 | 0.21 | 0.18 | 0.18 |
Method 5 | 224.57 | 293.90 | 0.25 | 0.22 | 0.22 | 0.20 |
Method 6 | 204.25 | 274.97 | 0.21 | 0.20 | 0.18 | 0.18 |
ARIMA | 1015.60 | 1187.62 | 0.77 | 0.74 | 0.78 | 0.75 |