Table 1.
ID | Items | DM1 | DM2 | NDM | Technical validation | Technical validation (control group) |
---|---|---|---|---|---|---|
Values | Values | Values | Values | |||
Country | Brazil | Brazil | Brazil | Brazil | India | |
0 | Start date for training data | 07–04–2020 | 07–04–2020 | 07–04–2020 | 08–03–2020 | 07–04–2020 |
1 | End date for training data | 06–05–2020 | 06–05–2020 | 06–05–2020 | 06–04–2020 | 06–05–2020 |
2 | Start date for evaluation data | 07–05–2020 | 07–05–2020 | 07–05–2020 | 07–04–2020 | 07–05–2020 |
3 | End date for evaluation data | 29–06–2020 | 29–06–2020 | 29–06–2020 | 13–06–2020 29–06–2020 |
11–07–2020 |
4 | Duration of evaluation data | 54 days | 54 days | 54 days | 68 days 84 days |
66 days |
5 | Start date for training process | 28–06–2020 | 28–06–2020 | 03–07–2020 | 13–06–2020 | 12–07–2020 |
6 | End date for training process | 30–06–2020 | 01–07–2020 | 03–07–2020 | 13–06–2020 | 12–07–2020 |
7 | Number of models | 1197 | 1976 | 20 | 1001 | 1 |
8 | Number of predictions | 2835 | 7301 | 53 | 3619 | 1 |
9 | Number of graphs | 2835 | 7301 | 53 | 3619 | 1 |
10 | Number time-steps | 30 | 40 | 30 | 30 | 30 |
11 | Processor | CPU | CPU | GPU | GPU | CPU |
12 | Crop-point of input data since 22–01–2020: removing data before: | day: 110 | day: 110 | day: 110 | day: 80 | days: (110, 115, 125, 135) |