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Splitting the ISIC 2019 data sets of skin cancer.
| Phase | 80% (80:20) | Testing 20% | |
|---|---|---|---|
| Classes | Training (80%) | Validation (20%) | |
| Squamous cell carcinoma (Scc) | 402 | 100 | 126 |
| Actinic keratoses (Akiec) | 555 | 139 | 173 |
| Basal cell carcinoma (Bcc) | 2126 | 532 | 665 |
| Benign keratosis lesions (Bkl) | 1679 | 420 | 525 |
| Dermatofibroma (Df) | 153 | 38 | 48 |
| Melanoma (Mel) | 2894 | 724 | 904 |
| Melanocytic nevi (Nv) | 8240 | 2060 | 2575 |
| Vascular (Vasc) | 162 | 40 | 51 |
