St Mary’s Hospital: | Charing Cross Hospital: | ||||
---|---|---|---|---|---|
algorithm | days | MAE | MAPE (in %) | MAE | MAPE (in %) |
1 | 15.29 | 7.2 | 12.33 | 10.1 | |
ARIMA | 3 | 15.68 | 7.4 | 14.75 | 12.2 |
7 | 15.58 | 7.4 | 13.81 | 11.4 | |
1 | 14.47 | 6.9 | 10.46 | 8.5 | |
ETS | 3 | 16.89 | 8.0 | 17.60 | 14.6 |
7 | 16.18 | 7.6 | 14.55 | 11.8 | |
1 | 14.54 | 6.9 | 10.72 | 8.7 | |
StructTS | 3 | 17.35 | 8.2 | 17.86 | 14.8 |
7 | 16.54 | 7.8 | 14.72 | 12.0 | |
1 | 14.51 | 6.9 | 10.59 | 8.6 | |
STLM | 3 | 16.67 | 7.9 | 16.83 | 13.9 |
7 | 16.00 | 7.6 | 14.28 | 11.6 |