Table 3 Results for summer seasons 2014–2015 with determined parameters
From: Recursive neural networks in hospital bed occupancy forecasting
Date | MAPE (%) | MAE | MAX | GE | RMSE |
|---|---|---|---|---|---|
1 May 2014 | 7.08 | 13.80 | 32.99 | 2 | 16.52 |
1 June 2014 | 6.11 | 12.16 | 34.24 | 1 | 14.99 |
1 July 2014 | 4.64 | 8.83 | 29.43 | 1 | 10.84 |
1 August 2014 | 5.54 | 11.10 | 34.31 | 1 | 13.71 |
1 May 2015 | 6.27 | 13.87 | 33.19 | 1 | 16.82 |
1 June 2015 | 8.49 | 17.40 | 36.70 | 1 | 19.67 |
1 July 2015 | 5.87 | 11.34 | 30.41 | 1 | 13.53 |
1 August 2015 | 5.92 | 11.58 | 28.48 | 1 | 13.37 |
Mean | 6.24 | 12.51 | 32.47 | 1 | 14.93 |
Standard deviation | 1.14 | 2.54 | 2.79 | 0 | 2.71 |