TABLE 1.
Rules yielded by decision tree on top 50 features.
| Index | Condition | Result |
|---|---|---|
| Rule0 | cg03753191 ≤ 0.1398 cg15959262 > 0.5931 cg17439158 > 0.5681 | Patient with COVID-19 |
| Rule1 | cg03753191 > 0.1398 cg17439158 ≤ 0.6170 | Patient without COVID-19 |
| Rule2 | cg03753191 ≤ 0.1398 cg15959262 ≤ 0.5931 cg08399733 ≤ 0.9130 | Patient without COVID-19 |
| Rule3 | cg03753191 > 0.1398 cg17439158 > 0.6170 | Patient with COVID-19 |
| Rule4 | cg03753191 ≤ 0.1398 cg15959262 > 0.5931 cg17439158 ≤ 0.5681 | Patient without COVID-19 |
| Rule5 | cg03753191 ≤ 0.1398 cg15959262 ≤ 0.5931 cg08399733 > 0.9130 | Patient with COVID-19 |