Table 4 Performance of COVID-19 classification achieved by using 2D features and using 2D and 3D features
Feature | Label | Precision (%) | Recall (%) | Accuracy (%) | F-measure (%) |
|---|---|---|---|---|---|
2D | 1 | 88.38 | 93.56 | 89.37 | 90.89 |
2 | 84.18 | 81.9 | 93.12 | 83.02 | |
3 | 85.94 | 79.14 | 98.47 | 82.4 | |
4 | 79.84 | 69.29 | 91.2 | 74.19 | |
2D and 3D | 1 | 92.21 | 95.52 | 93.06 | 93.84 |
2 | 93.17 | 91.58 | 96.84 | 92.37 | |
3 | 95.14 | 95.8 | 99.58 | 95.47 | |
4 | 88.43 | 80.75 | 94.3 | 84.42 |