Table 4.
The predictive incident cases of HFMD using the best-presenting LSTM technique from July 2018 to December 2020.
| Time | Predictions | 95% uncertainty bands | Time | Predictions | 95% uncertainty bands |
|---|---|---|---|---|---|
| Jul-2018 | 417719 | [366119, 469320] | Oct-2019 | 179164 | [120755, 237573] |
| Aug-2018 | 232278 | [192745, 271810] | Nov-2019 | 197632 | [153917, 241346] |
| Sep-2018 | 120464 | [73475, 167453] | Dec-2019 | 116959 | [80180, 153739] |
| Oct-2018 | 164881 | [114495, 215267] | Jan-2020 | 36199 | [−650, 73047] |
| Nov-2018 | 188281 | [153866, 222697] | Feb-2020 | 2426 | [−38061, 42912] |
| Dec-2018 | 122213 | [92903, 151522] | Mar-2020 | 115231 | [61218, 169245] |
| Jan-2019 | 25824 | [−12713, 64359] | Apr-2020 | 210295 | [144546, 276044] |
| Feb-2019 | 8856 | [−29540, 47252] | May-2020 | 240488 | [159436, 321540] |
| Mar-2019 | 118917 | [66934, 170900] | Jun-2020 | 460614 | [397661, 523566] |
| Apr-2019 | 176434 | [114298, 238571] | Jul-2020 | 419429 | [342643, 496216] |
| May-2019 | 165857 | [107939, 223776] | Aug-2020 | 232450 | [174459, 290441] |
| Jun-2019 | 339025 | [299026, 379023] | Sep-2020 | 121814 | [67407, 176222] |
| Jul-2019 | 369045 | [309402, 428689] | Oct-2020 | 168242 | [108510, 2279730] |
| Aug-2019 | 272607 | [207759, 337456] | Nov-2020 | 194318 | [145616, 243020] |
| Sep-2019 | 140126 | [81893, 198359] | Dec-2020 | 126442 | [85527, 167356] |