Cancer | Unlabeled dataset | Testing dataset (pre-training) | Testing dataset (fine-tuning) | |||
---|---|---|---|---|---|---|
 | Accuracy | F1-score | Accuracy | F1-score | Accuracy | F1-score |
BRCA | 0.823 | 0.801 | 0.800 | 0.805 | 0.827 | 0.817 |
COAD | 0.679 | 0.678 | 0.749 | 0.747 | 0.757 | 0.756 |
GBM | 0.921 | 0.922 | 0.881 | 0.884 | 0.908 | 0.904 |
PRAD | 0.916 | 0.901 | 0.827 | 0.877 | 0.891 | 0.884 |
RCC | 0.964 | 0.960 | 0.947 | 0.949 | 0.956 | 0.958 |
THCA | 0.904 | 0.911 | 0.842 | 0.854 | 0.899 | 0.894 |