Table 5.
The Classification Performance of 5 × 5-Fold Cross-Validation (%).
| Run | Fold | Class | Accuracy | Sensitivity | Precision | F1-score |
|---|---|---|---|---|---|---|
| 1 | Eosinophil | 100.00 | 100.00 | 100.00 | 100.00 | |
| Lymphocyte | 100.00 | 100.00 | 100.00 | 100.00 | ||
| Monocyte | 100.00 | 100.00 | 100.00 | 100.00 | ||
| 2 | Eosinophil | 99.95 | 99.84 | 100.00 | 99.92 | |
| Lymphocyte | 99.95 | 100.00 | 99.84 | 99.92 | ||
| Monocyte | 99.95 | 100.00 | 100.00 | 100.00 | ||
| 3 | Eosinophil | 100.00 | 100.00 | 100.00 | 100.00 | |
| 1 | Lymphocyte | 100.00 | 100.00 | 100.00 | 100.00 | |
| Monocyte | 100.00 | 100.00 | 100.00 | 100.00 | ||
| 4 | Eosinophil | 100.00 | 100.00 | 100.00 | 100.00 | |
| Lymphocyte | 100.00 | 100.00 | 100.00 | 100.00 | ||
| Monocyte | 100.00 | 100.00 | 100.00 | 100.00 | ||
| 5 | Eosinophil | 100.00 | 100.00 | 100.00 | 100.00 | |
| Lymphocyte | 100.00 | 100.00 | 100.00 | 100.00 | ||
| Monocyte | 100.00 | 100.00 | 100.00 | 100.00 | ||
| 1 | Eosinophil | 100.00 | 100.00 | 100.00 | 100.00 | |
| Lymphocyte | 100.00 | 100.00 | 100.00 | 100.00 | ||
| Monocyte | 100.00 | 100.00 | 100.00 | 100.00 | ||
| 2 | Eosinophil | 99.95 | 100.00 | 99.84 | 99.92 | |
| Lymphocyte | 99.95 | 99.84 | 100.00 | 99.92 | ||
| Monocyte | 99.95 | 100.00 | 100.00 | 100.00 | ||
| 3 | Eosinophil | 100.00 | 100.00 | 100.00 | 100.00 | |
| 2 | Lymphocyte | 100.00 | 100.00 | 100.00 | 100.00 | |
| Monocyte | 100.00 | 100.00 | 100.00 | 100.00 | ||
| 4 | Eosinophil | 100.00 | 100.00 | 100.00 | 100.00 | |
| Lymphocyte | 100.00 | 100.00 | 100.00 | 100.00 | ||
| Monocyte | 100.00 | 100.00 | 100.00 | 100.00 | ||
| 5 | Eosinophil | 99.95 | 100.00 | 100.00 | 100.00 | |
| Lymphocyte | 99.95 | 100.00 | 99.84 | 99.92 | ||
| Monocyte | 99.95 | 100.00 | 99.84 | 99.92 | ||
| 1 | Eosinophil | 100.00 | 100.00 | 100.00 | 100.00 | |
| Lymphocyte | 100.00 | 100.00 | 100.00 | 100.00 | ||
| Monocyte | 100.00 | 100.00 | 100.00 | 100.00 | ||
| 2 | Eosinophil | 99.95 | 100.00 | 100.00 | 100.00 | |
| Lymphocyte | 99.95 | 99.84 | 100.00 | 99.92 | ||
| Monocyte | 99.95 | 99.84 | 100.00 | 99.92 | ||
| 3 | Eosinophil | 99.95 | 100.00 | 100.00 | 100.00 | |
| 3 | Lymphocyte | 99.95 | 99.84 | 100.00 | 99.92 | |
| Monocyte | 99.95 | 99.84 | 100.00 | 99.92 | ||
| 4 | Eosinophil | 100.00 | 100.00 | 100.00 | 100.00 | |
| Lymphocyte | 100.00 | 100.00 | 100.00 | 100.00 | ||
| Monocyte | 100.00 | 100.00 | 100.00 | 100.00 | ||
| 5 | Eosinophil | 99.89 | 99.84 | 99.84 | 99.84 | |
| Lymphocyte | 99.89 | 99.84 | 99.84 | 99.84 | ||
| Monocyte | 99.89 | 100.00 | 100.00 | 100.00 | ||
| 1 | Eosinophil | 100.00 | 100.00 | 100.00 | 100.00 | |
| Lymphocyte | 100.00 | 100.00 | 100.00 | 100.00 | ||
| Monocyte | 100.00 | 100.00 | 100.00 | 100.00 | ||
| 2 | Eosinophil | 99.89 | 100.00 | 100.00 | 100.00 | |
| Lymphocyte | 99.89 | 99.68 | 100.00 | 99.84 | ||
| Monocyte | 99.89 | 99.68 | 100.00 | 99.84 | ||
| 3 | Eosinophil | 100.00 | 100.00 | 100.00 | 100.00 | |
| 4 | Lymphocyte | 100.00 | 100.00 | 100.00 | 100.00 | |
| Monocyte | 100.00 | 100.00 | 100.00 | 100.00 | ||
| 4 | Eosinophil | 99.89 | 100.00 | 100.00 | 100.00 | |
| Lymphocyte | 99.89 | 99.84 | 99.84 | 99.84 | ||
| Monocyte | 99.89 | 99.84 | 99.84 | 99.84 | ||
| 5 | Eosinophil | 100.00 | 100.00 | 100.00 | 100.00 | |
| Lymphocyte | 100.00 | 100.00 | 100.00 | 100.00 | ||
| Monocyte | 100.00 | 100.00 | 100.00 | 100.00 | ||
| 1 | Eosinophil | 100.00 | 100.00 | 100.00 | 100.00 | |
| Lymphocyte | 100.00 | 100.00 | 100.00 | 100.00 | ||
| Monocyte | 100.00 | 100.00 | 100.00 | 100.00 | ||
| 2 | Eosinophil | 100.00 | 100.00 | 100.00 | 100.00 | |
| Lymphocyte | 100.00 | 100.00 | 100.00 | 100.00 | ||
| Monocyte | 100.00 | 100.00 | 100.00 | 100.00 | ||
| 3 | Eosinophil | 100.00 | 100.00 | 100.00 | 100.00 | |
| 5 | Lymphocyte | 100.00 | 100.00 | 100.00 | 100.00 | |
| Monocyte | 100.00 | 100.00 | 100.00 | 100.00 | ||
| 4 | Eosinophil | 100.00 | 100.00 | 100.00 | 100.00 | |
| Lymphocyte | 100.00 | 100.00 | 100.00 | 100.00 | ||
| Monocyte | 100.00 | 100.00 | 100.00 | 100.00 | ||
| 5 | Eosinophil | 99.89 | 100.00 | 99.84 | 99.92 | |
| Lymphocyte | 99.89 | 99.68 | 100.00 | 99.84 | ||
| Monocyte | 99.89 | 99.84 | 100.00 | 99.92 |