Table 2 Performance parameters of the proposed model with segmentation and augmentation
Leukocyte Type | Precision (%) | Sensitivity (%) | F1-Score | Specificity | Accuracy (%) |
|---|---|---|---|---|---|
Neutrophil | 97.95 | 97.91 | 97.93 | 99.31 | 97.98 |
Eosinophil | 97.91 | 98.18 | 98.05 | 99.30 | |
Monocyte | 98.03 | 97.95 | 97.99 | 99.34 | |
Lymphocyte | 98.02 | 97.87 | 97.95 | 99.33 |