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