Table 4.
Cancer |
Training set |
Validation set |
Test set |
|||
---|---|---|---|---|---|---|
Accuracy | Power | Accuracy | Power | Accuracy | Power | |
OV | 0.84 | 0.93 | 0.86 | 0.94 | 0.78 | 0.92 |
LUMINAL | 0.93 | 0.80 | 0.93 | 0.73 | 0.88 | 0.66 |
LUAD | 0.89 | 0.76 | 0.81 | 0.81 | 0.90 | 0.59 |
LUSC | 0.82 | 0.98 | 0.76 | 0.98 | 0.77 | 0.95 |
COAD/READ | 0.93 | 0.83 | 0.92 | 0.79 | 0.83 | 0.65 |
GBM | 0.94 | 0.90 | 0.90 | 0.91 | 0.89 | 0.87 |
UCEC | 0.92 | 0.35 | 0.85 | 0.43 | 0.78 | 0.50 |
THCA | 0.48 | 0.93 | 0.46 | 0.88 | 0.46 | 0.98 |
STAD | 0.90 | 0.72 | 0.81 | 0.63 | 0.66 | 0.64 |
LGG | 0.91 | 0.94 | 0.78 | 0.82 | 0.77 | 0.88 |
PRAD | 0.78 | 0.93 | 0.76 | 0.83 | 0.68 | 0.93 |
KIRC | 0.91 | 0.92 | 0.87 | 0.80 | 0.86 | 0.77 |
HNSC | 0.86 | 0.85 | 0.71 | 0.78 | 0.68 | 0.75 |
CESC | 0.74 | 0.91 | 0.65 | 0.80 | 0.63 | 0.73 |
LAML | 0.83 | 0.98 | 0.81 | 0.81 | 0.81 | 0.76 |
BLCA | 0.80 | 0.81 | 0.74 | 0.57 | 0.65 | 0.43 |
BASAL | 0.59 | 1.00 | 0.48 | 0.83 | 0.52 | 0.89 |
SKCM | 0.85 | 0.94 | 0.67 | 0.59 | 0.67 | 0.75 |
Average | 0.83 | 0.86 | 0.77 | 0.77 | 0.73 | 0.76 |
Note: The abbreviations of cancers are explained in Table 1.