Table 5 Optimizer Comparison.
From: Deep learning model for early acute lymphoblastic leukemia detection using microscopic images
Optimizer | Disease Class | Precision | Recall | F1-score | Accuracy |
|---|---|---|---|---|---|
Adam | 0 | 1.00 | 0.99 | 0.99 | 0.96 |
1 | 0.94 | 0.94 | 0.94 | ||
2 | 0.94 | 0.93 | 0.94 | ||
3 | 0.97 | 0.99 | 0.98 | ||
Adamax | 0 | 0.96 | 0.97 | 0.97 | 0.91 |
1 | 0.89 | 0.88 | 0.88 | ||
2 | 0.92 | 0.87 | 0.89 | ||
3 | 0.89 | 0.94 | 0.91 |
