Table 1.
no. features | features list | sensitivity | specificity |
---|---|---|---|
5a | RR, HR, Osat, crackles, grunting | 0.85 | 0.68 |
5b | RR, HR, Osat, crackles, grunting | 0.72 | 0.82 |
6b | RR, HR, Osat, crackles, grunting + CRP | 0.89 | 0.82 |
6b | RR, HR, Osat, crackles, grunting + Lcn2 | 0.87 | 0.8 |
6b | RR, HR, Osat, crackles, grunting + Hap | 0.88 | 0.79 |
6b | RR, HR, Osat, crackles, grunting + CD163 | 0.88 | 0.77 |
7b | RR, HR, Osat, crackles, grunting + CRP + Lcn2 | 0.91 | 0.78 |
7b | RR, HR, Osat, crackles, grunting + CRP + Hap | 0.91 | 0.83 |
7b | RR, HR, Osat, crackles, grunting + Lcn2 + Hap | 0.88 | 0.76 |
aClassification via LR.
bClassification via RF.