Table 3.
Datasets partitioning in skin cancer diagnosis
| 2-class | 3-class | 5-class | Discovery sets (training set) | Test sets |
|---|---|---|---|---|
| Healthy | GSE30999 (85), GSE13355 (64), GSE03189 (25) | GSE02503 (6), GSE06710 (13), GSE07553 (4), GSE14905 (21), GSE15605 (16), GSE32407 (10), GSE32924 (8), GSE42677 (10), GSE52471 (13), GSE53462 (5), GSE82105 (6), GSE46517 (16), GSE53223 (18) | ||
| Disease | Non-MEL | BCC | GSE07553 (15), GSE42109 (11) | GSE39612 (2), GSE53462 (16) |
| SCC | GSE45216 (30), GSE07553 (11) | GSE02503 (5), GSE32628 (15), GSE39612 (4), GSE42677 (10), GSE53462 (5), GSE66359 (8) | ||
| MCC | GSE39612 (30) | GSE36150 (15), GSE50451 (23) | ||
| MEL | GSE07553 (56), GSE15605 (58), GSE03189 (45) | GSE29359 (82), GSE46517 (83), GSE82105 (6) | ||
| Total | 430 | 420 | ||