Table 4 Training and validation performance across epochs on ISIC 2018 Dataset.
From: AttenUNeT X with iterative feedback mechanisms for robust deep learning skin lesion segmentation
Epochs | Training ACC | Training loss | Val-ACC | Val-loss | Precision’s | Recall’s |
|---|---|---|---|---|---|---|
10 | 0.8199 | 0.3846 | 0.8109 | 0.3892 | 0.8466 | 0.2809 |
25 | 0.8378 | 0.3714 | 0.8458 | 0.3491 | 0.7779 | 0.6419 |
50 | 0.8470 | 0.3485 | 0.8451 | 0.3395 | 0.7160 | 0.7577 |
75 | 0.8696 | 0.2916 | 0.8572 | 0.3207 | 0.8006 | 0.7563 |
100 | 0.9269 | 0.1733 | 0.8893 | 0.3273 | 0.8767 | 0.8617 |
150 | 0.9824 | 0.0388 | 0.9123 | 0.1606 | 0.9765 | 0.9679 |
