Research Article
A Deep Learning Framework for Leukemia Cancer Detection in Microscopic Blood Samples Using Squeeze and Excitation Learning
Table 6
Effect of data augmentation on both models.
| Effect of data augmentations | Augmentation | Model | Loss value | Accuracy (%) | Precision (%) | Recall (%) | FScore (%) |
| Yes | CNN | 1.44 | 92.8 | 92.5 | 95.28 | 92.5 | No | CNN | 0.57 | 88.6 | 90.1 | 88.1 | 88.3 | Yes | Proposed | 0.117 | 98.3 | 98.16 | 98.16 | 98.43 | No | Proposed | 0.15 | 94 | 94 | 94 | 94 |
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