Table 2. Statistical measures (Eqs 1–7) of triage and exacerbation identification ability for the top 2 performing algorithms and top physician.
Metric | Triage | Exacerbation | ||||
---|---|---|---|---|---|---|
GB | LR | Top Dr. | GB | LR | Top Dr. | |
ACC | 88.1 | 89.1 | 74.3 | 97.0 | 97.0 | 95.0 |
TPR | 86.7 | 90.3 | 70.0 | 100 | 98.6 | 97.1 |
TNR | 98.6 | 98.6 | 100 | 90.6 | 93.5 | 90.3 |
PPV | 96.3 | 96.6 | 100 | 95.8 | 97.2 | 95.8 |
NPV | 94.6 | 95.8 | 88.7 | 100 | 96.7 | 93.3 |
UTP | 96.0 | 95.0 | 77.0 | 0.0 | 99.0 | 98.0 |
EG1 | 0.0 | 0.0 | 1.0 | NA | NA | NA |