Table 1.
Dataset. | Training Data | Validation Data | Test Data | Total | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Label | B | M | SK | Total | B | M | SK | Total | B | M | SK | AT | Total | |
ISBI 2017 | 1375 | 374 | 254 | 2000 | 78 | 30 | 42 | 150 | 393 | 197 | 90 | * | 600 | 2750 |
PH2 | * | * | * | * | * | * | * | * | 80 | 40 | * | 80 | 200 | 200 |
Total | 2000 | 150 | 800 | 2950 |
B-Benign, M-Melanoma, SK-Seborrheic keratosis, AT-Atypical nevus, * there is no data in this field.