Table 3 Performance evaluation metrics used to evaluate the performance of proposed skin lesion segmentation framework.
From: Melanoma segmentation using deep learning with test-time augmentations and conditional random fields
Performance metric | Description |
|---|---|
Precision | \(PRE=\ \frac{TP}{TP+FP}\) |
Recall | \(REC=\ \frac{TP}{TP+FN}\) |
Jaccard index | \(JAC=\ \frac{TP}{TP+FN+FP}\) |
Dice coefficient | \(DC=\ \frac{2\ .\ TP}{(2\ \cdot \ TP)+FN+FP}\) |
