Table 5.
Performance of binary classifications performed on the proposed model
Classification | Pathology | Accuracy | Precision | Recall | F1-Score | AUC |
---|---|---|---|---|---|---|
Pnemothourax | 99% | 96% | 97% | 0.98 | ||
Pnemothourax vs Healthy | Healthy | 98.25% | 96% | 94% | 95% | 0.95 |
Average | 98% | 95% | 96% | 0.97 | ||
Atelectasis | 96% | 97% | 96% | 0.97 | ||
Atelectasis vs Healthy | Healthy | 95.21% | 94% | 89% | 91% | 0.97 |
Average | 95% | 93% | 94% | 0.97 | ||
Infected | 98% | 96% | 97% | 0.94 | ||
Infected vs Healthy | Healthy | 93.21% | 85% | 87% | 86% | 0.94 |
Average | 92% | 92% | 92% | 0.94 |