Table 3.
Daily forecast. Date wise forecasts of daily cumulative cases for COVID-19 by ARIMA, LSTM, BRNN, GRU and MEM.
| Observed | ARIMA | LSTM | BRNN | GRU | MEM | |
|---|---|---|---|---|---|---|
| 8/10/2020 | 5094400 | 5093842 | 5089235 | 5102212 | 5093363 | 4796503 |
| 8/11/2020 | 5141208 | 5133133 | 5132156 | 5154586 | 5142174 | 4848723 |
| 8/12/2020 | 5197411 | 5182345 | 5173231 | 5205310 | 5190243 | 4901292 |
| 8/13/2020 | 5248958 | 5229603 | 5212686 | 5257514 | 5237328 | 4954232 |
| 8/14/2020 | 5313252 | 5280036 | 5250555 | 5308244 | 5283285 | 5007492 |
| 8/15/2020 | 5361165 | 5328333 | 5286897 | 5358477 | 5328086 | 5061042 |
| 8/16/2020 | 5403213 | 5378814 | 5321762 | 5397716 | 5371706 | 5114869 |
| 8/17/2020 | 5438325 | 5419619 | 5355150 | 5445779 | 5414222 | 5168971 |
| 8/18/2020 | 5482416 | 5463496 | 5387138 | 5493529 | 5455689 | 5223362 |
| 8/19/2020 | 5529824 | 5499522 | 5417787 | 5541104 | 5496227 | 5278066 |
| 8/20/2020 | 5573847 | 5537796 | 5447168 | 5588474 | 5535862 | 5333120 |
| 8/21/2020 | 5622540 | 5572115 | 5475322 | 5635743 | 5574608 | 5388498 |
| 8/22/2020 | 5667112 | 5610835 | 5502327 | 5682983 | 5612491 | 5444175 |
| 8/23/2020 | 5701679 | 5644105 | 5528246 | 5730262 | 5649546 | 5500153 |