Table 7.
The Specificity and Sensitivity Rates of Benchmark Models for COVID-Xray-5k dataset.
Model | Threshold | Sensitivity (%) | Specificity (%) |
---|---|---|---|
DCNN | 0.1 | 98 | 84.47 |
0.2 | 95 | 85.73 | |
0.3 | 90 | 87.42 | |
0.4 | 84 | 90.82 | |
DCELM | 0.1 | 98 | 83.37 |
0.2 | 94 | 86.21 | |
0.3 | 89 | 88.12 | |
0.4 | 83 | 89.52 | |
DCELM-GA | 0.1 | 98 | 92.26 |
0.2 | 97 | 93.85 | |
0.3 | 92 | 94.85 | |
0.4 | 89 | 96.85 | |
DCELM-CS | 0.1 | 99 | 89.91 |
0.2 | 97 | 92.85 | |
0.3 | 95 | 96.33 | |
0.4 | 91 | 97.33 | |
DCELM-WOA | 0.1 | 99 | 85.12 |
0.2 | 96 | 92.98 | |
0.3 | 91 | 96.60 | |
0.4 | 80 | 97.90 | |
DCELM-ChOA | 0.1 | 100 | 84.34 |
0.2 | 98 | 93.32 | |
0.3 | 97 | 95.33 | |
0.4 | 92 | 98.66 |