Table 5 Training and validation performance across epochs on PH2 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 | 0.8256 | 0.3846 | 0.8339 | 0.3700 | 0.6914 | 0.7547 |
25 | 0.8453 | 0.3338 | 0.8486 | 0.3366 | 0.7177 | 0.7744 |
50 | 0.8607 | 0.3129 | 0.8606 | 0.3119 | 0.7611 | 0.7538 |
75 | 0.8835 | 0.2694 | 0.8632 | 0.3187 | 0.8219 | 0.7226 |
100 | 0.8980 | 0.2426 | 0.8661 | 0.3350 | 0.8377 | 0.8042 |
150 | 0.9563 | 0.1086 | 0.9023 | 0.3482 | 0.9237 | 0.9290 |
