Table 1.
Name and number of dataset for 12 cancers.
| Label | Cancer Name | Cancer | Training Set | Validation Set | Test Set | Total |
|---|---|---|---|---|---|---|
| 1 | Bladder urothelial carcinoma | BLCA | 314 | 63 | 16 | 393 |
| 2 | Breast invasive carcinoma | BRCA | 776 | 157 | 38 | 971 |
| 3 | Colon adenocarcinoma | COAD | 258 | 52 | 13 | 323 |
| 4 | Glioblastoma multiforme | GBM | 304 | 61 | 16 | 381 |
| 5 | Skin cutaneous melanoma | SKCM | 285 | 58 | 14 | 357 |
| 6 | Kidney renal clear cell carcinoma | KIRC | 268 | 53 | 14 | 335 |
| 7 | Brain lower-grade glioma | LGG | 405 | 81 | 21 | 507 |
| 8 | Lung squamous cell carcinoma | LUSC | 379 | 76 | 19 | 474 |
| 9 | Ovarian serous cystadenocarcinoma | OV | 344 | 68 | 18 | 430 |
| 10 | Prostate adenocarcinoma | PRAD | 394 | 79 | 20 | 493 |
| 11 | Thyroid carcinoma | THCA | 393 | 79 | 20 | 492 |
| 12 | Uterine corpus endometrial carcinoma | UCEC | 318 | 65 | 15 | 398 |
| Total | 12 | 12 | 4438 | 892 | 224 | 5554 |