Table 5.
Predicted value Ypred for D1 using hybrid models.
| Date | PNN | GRNN | RBFNN |
|---|---|---|---|
| 31-May-20 | 5,404 | 5,434 | 5,574 |
| 1-Jun-20 | 5,608 | 5,731 | 6,111 |
| 2-Jun-20 | 5,781 | 6,048 | 6,403 |
| 3-Jun-20 | 5,906 | 6,333 | 6,744 |
| 4-Jun-20 | 5,993 | 6,648 | 7,500 |
| 5-Jun-20 | 6,029 | 6,970 | 8,342 |
| 6-Jun-20 | 6,025 | 7,291 | 8,861 |
| 7-Jun-20 | 5,976 | 7,609 | 9,441 |
| 8-Jun-20 | 5,898 | 7,920 | 10,396 |
| 9-Jun-20 | 5,787 | 8,220 | 11,382 |
| 10-Jun-20 | 5,658 | 8,506 | 11,975 |
| 11-Jun-20 | 5,509 | 8,777 | 12,548 |
| 12-Jun-20 | 5,351 | 9,029 | 13,419 |
| 13-Jun-20 | 5,183 | 9,264 | 14,252 |
| 14-Jun-20 | 5,014 | 9,479 | 14,634 |
| 15-Jun-20 | 4,841 | 9,676 | 14,955 |
| 16-Jun-20 | 4,671 | 9,854 | 15,552 |
| 17-Jun-20 | 4,502 | 10,015 | 16,104 |
| 18-Jun-20 | 4,338 | 10,160 | 16,212 |
| 19-Jun-20 | 4,177 | 10,288 | 16,277 |
| 20-Jun-20 | 4,022 | 10,403 | 16,640 |
| 21-Jun-20 | 3,873 | 10,504 | 16,986 |
| 22-Jun-20 | 3,730 | 10,594 | 16,915 |
| 23-Jun-20 | 3,592 | 10,673 | 16,827 |
| 24-Jun-20 | 3,462 | 10,742 | 17,063 |
| 25-Jun-20 | 3,336 | 10,804 | 17,303 |
| 26-Jun-20 | 3,218 | 10,857 | 17,146 |
| 27-Jun-20 | 3,105 | 10,904 | 16,989 |
| 28-Jun-20 | 2,998 | 10,945 | 17,170 |
| 29-Jun-20 | 2,896 | 10,981 | 17,366 |
| 30-Jun-20 | 2,800 | 11,013 | 17,174 |
| 1-Jul-20 | 2,709 | 11,040 | 16,990 |
| 2-Jul-20 | 2,623 | 11,065 | 17,150 |
| 3-Jul-20 | 2,542 | 11,086 | 17,331 |
| 4-Jul-20 | 2,465 | 11,104 | 17,128 |
| 5-Jul-20 | 2,393 | 11,121 | 16,936 |
| 6-Jul-20 | 2,325 | 11,135 | 17,090 |
| 7-Jul-20 | 2,260 | 11,148 | 17,267 |
| 8-Jul-20 | 2,200 | 11,159 | 17,062 |
| 9-Jul-20 | 2,142 | 11,169 | 16,869 |
| 10-Jul-20 | 2,089 | 11,177 | 17,024 |
| 11-Jul-20 | 2,038 | 11,185 | 17,201 |
| 12-Jul-20 | 1,990 | 11,192 | 16,998 |
| 13-Jul-20 | 1,945 | 11,198 | 16,807 |
| 14-Jul-20 | 1,903 | 11,203 | 16,963 |
| 15-Jul-20 | 1,863 | 11,208 | 17,143 |
| 16-Jul-20 | 1,826 | 11,212 | 16,942 |
| 17-Jul-20 | 1,791 | 11,216 | 16,753 |
| 18-Jul-20 | 1,758 | 11,220 | 16,912 |
| 19-Jul-20 | 1,727 | 11,223 | 17,094 |