Table 1 CIRCA classification performance in fivefold cross-validation scheme. For each measure and class, average values with standard error are shown.
From: CIRCA: comprehensible online system in support of chest X-rays-based screening by COVID-19 example
Index | Normal [%] | Pneumonia [%] | COVID-19 [%] |
|---|---|---|---|
Sensitivity | 89.69 ± 1.58 | 84.13 ± 2.06 | 91.65 ± 3.23 |
Specificity | 93.61 ± 1.12 | 95.18 ± 0.86 | 93.53 ± 1.55 |
NPV | 92.42 ± 1.01 | 91.77 ± 0.97 | 97.53 ± 0.90 |
PPV | 91.31 ± 1.27 | 90.41 ± 1.56 | 80.40 ± 3.51 |
Accuracy | 91.93 ± 0.52 | 91.31 ± 0.88 | 93.11 ± 0.83 |
