Table 9 Mean ± standard deviation of the results obtained in the test stage for the classification of chest X-ray images between Pneumonia VS COVID-19 after 5 independent repetitions
Exp. | Class | Precision | Recall | F1-Score |
|---|---|---|---|---|
<40 | Pneumonia | 0.9603 ± 0.0440 | 0.9292 ± 0.0241 | 0.9438 ± 0.0188 |
COVID-19 | 0.9199 ± 0.0303 | 0.9498 ± 0.0625 | 0.9336 ± 0.0356 | |
40-50 | Pneumonia | 0.9811 ± 0.0177 | 0.9717 ± 0.0161 | 0.9762 ± 0.0105 |
COVID-19 | 0.9689 ± 0.0219 | 0.9821 ± 0.0172 | 0.9752 ± 0.0122 | |
50-60 | Pneumonia | 0.9802 ± 0.0118 | 0.9815 ± 0.0116 | 0.9808 ± 0.0112 |
COVID-19 | 0.9796 ± 0.0126 | 0.9784 ± 0.0129 | 0.9790 ± 0.0122 | |
60-70 | Pneumonia | 0.9942 ± 0.0046 | 0.9895 ± 0.0036 | 0.9918 ± 0.0036 |
COVID-19 | 0.9893 ± 0.0040 | 0.9944 ± 0.0045 | 0.9919 ± 0.0035 | |
70-80 | Pneumonia | 0.9869 ± 0.0132 | 0.9678 ± 0.0101 | 0.9772 ± 0.0097 |
COVID-19 | 0.9668 ± 0.0123 | 0.9874 ± 0.0122 | 0.9770 ± 0.0097 | |
≥ 80 | Pneumonia | 0.8850 ± 0.1117 | 0.9000 ± 0.1732 | 0.8893 ± 0.1380 |
COVID-19 | 0.9346 ± 0.1084 | 0.9095 ± 0.0831 | 0.9195 ± 0.0840 |