Table 3.
Sample training dataset
| Travel | Contact | Fever | Cough | Sneeze | Shortness of breath | Sore throat | Comorbidity | Risk level |
|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | Low |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | Low |
| 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | Moderate |
| 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | Moderate |
| 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | High |
| 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | High |
| 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | Moderate |
| 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | Moderate |
| 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | Moderate |
| 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | Moderate |
| 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | Moderate |
| 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | High |
| 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | High |
| 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | High |
| 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | High |
| 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | Moderate |
| 1 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | High |