Table 3 ISIC2019 dataset parameters.
From: A skin disease classification model based on multi scale combined efficient channel attention module
Category | Number of training sets | Verification set quantity | Number of test sets |
---|---|---|---|
Melanoma(MEL) | 2714 | 904 | 904 |
Melanocytic nevi(NV) | 7725 | 2575 | 2575 |
Basal cell carcinoma(BCC) | 1995 | 664 | 664 |
Actinic keratosis(AKIEC ) | 521 | 173 | 173 |
Benign hyperkeratosis(BKL) | 1574 | 525 | 525 |
Dermatofibroma(DF) | 143 | 48 | 48 |
Vascular lesions (VASC) | 153 | 50 | 50 |
Squamous cell carcinoma(SCC) | 378 | 125 | 125 |