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