Table 3 Ranking the ANN-based models for estimating confirmed cases of the test data
From: Application of artificial neural networks to predict the COVID-19 outbreak
| Models | Ranks | |||||||
|---|---|---|---|---|---|---|---|---|
| China | Japan | Singapore | Iran | Italy | South Africa | USA | Overall | |
| 1st model | 12 | 12 | 8 | 13 | 5 | 4 | 8 | 11 |
| 2nd model | 9 | 7 | 11 | 3 | 1 | 14 | 3 | 5 |
| 3th model | 13 | 1 | 9 | 8 | 14 | 7 | 13 | 12 |
| 4th model | 3 | 8 | 4 | 6 | 12 | 5 | 2 | 4 |
| 5th model | 7 | 6 | 7 | 1 | 7 | 11 | 1 | 2 |
| 6th model | 1 | 3 | 13 | 12 | 8 | 12 | 12 | 13 |
| 7th model | 4 | 13 | 1 | 2 | 13 | 3 | 11 | 6 |
| 8th model | 2 | 2 | 10 | 8 | 10 | 10 | 5 | 8 |
| 9th model | 6 | 10 | 6 | 10 | 9 | 6 | 6 | 9 |
| 10th model | 8 | 14 | 14 | 5 | 11 | 12 | 13 | 14 |
| 11th model | 10 | 11 | 5 | 11 | 4 | 8 | 9 | 10 |
| 12th model | 11 | 3 | 12 | 7 | 3 | 1 | 7 | 2 |
| 13th model | 14 | 8 | 2 | 14 | 1 | 9 | 10 | 7 |
| 14th model | 5 | 3 | 3 | 4 | 5 | 2 | 4 | 1 |