Table 2.
The results of the models for death cases.
| Death Cases | ||||||
|---|---|---|---|---|---|---|
| Models | Training Data |
Testing Data |
||||
| RMSE | MAE | MAPE | RMSE | MAE | MAPE | |
| NNETAR(1,1) | 14.14151 | 10.79158 | 24.94921 | 81.83506 | 75.38808 | 39.47772 |
| ARIMA(1,0,1) | 12.34115 | 9.318635 | 23.15612 | 89.47732 | 81.7967 | 84.53056 |
| Hybrid-e | 11.85159 | 8.795046 | 13.7387 | 65.13031 | 58.00313 | 29.9145 |
| Hybrid-c | 11.85194 | 8.795424 | 13.73874 | 65.13291 | 58.00584 | 29.91598 |
| Holt-Winter | 12.38061 | 9.435316 | 14.21699 | 35.4963 | 26.75278 | 15.10667 |
| BSTS | 12.86378 | 9.834921 | 15.14902 | 48.90122 | 41.58697 | 21.41159 |
| TBATS | 12.30943 | 9.057055 | 14.30562 | 42.37191 | 35.50072 | 18.09161 |
| Prophet | 37.13429 | 31.7645 | 175.111 | 101.7453 | 97.02142 | 51.92662 |
| MLP | 11.6038 | 8.513807 | 14.5441 | 60.86964 | 53.39749 | 27.38357 |
| ELM | 12.79517 | 10.33391 | 27.59607 | 87.46979 | 80.55371 | 42.1807 |