Table 2.
The confusion matrix of the test set using performance-weighted-voting modela
| BLCA | BRCA | GBM | HNSC | KIRC | LGG | LIHC | LUAD | LUSC | PRAD | SKCM | STAD | THCA | UCEC | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| BLCA | 47 | 3 | 0 | 10 | 0 | 0 | 4 | 1 | 2 | 5 | 0 | 6 | 1 | 1 |
| BRCA | 1 | 106 | 2 | 8 | 1 | 1 | 9 | 2 | 0 | 19 | 0 | 2 | 6 | 5 |
| GBM | 0 | 2 | 36 | 2 | 0 | 6 | 0 | 0 | 0 | 2 | 2 | 0 | 0 | 0 |
| HNSC | 3 | 4 | 1 | 68 | 0 | 1 | 1 | 1 | 10 | 5 | 1 | 6 | 0 | 1 |
| KIRC | 2 | 3 | 1 | 0 | 50 | 0 | 1 | 0 | 0 | 12 | 1 | 0 | 0 | 1 |
| LGG | 0 | 1 | 9 | 1 | 0 | 78 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 |
| LIHC | 1 | 5 | 0 | 6 | 4 | 3 | 47 | 0 | 0 | 5 | 0 | 2 | 0 | 2 |
| LUAD | 1 | 4 | 1 | 9 | 1 | 3 | 1 | 55 | 11 | 12 | 0 | 3 | 2 | 0 |
| LUSC | 2 | 1 | 1 | 9 | 0 | 0 | 2 | 8 | 65 | 0 | 0 | 6 | 3 | 0 |
| PRAD | 0 | 10 | 2 | 1 | 0 | 2 | 0 | 0 | 0 | 80 | 0 | 3 | 6 | 0 |
| SKCM | 0 | 0 | 3 | 0 | 0 | 0 | 1 | 1 | 0 | 3 | 60 | 2 | 2 | 0 |
| STAD | 2 | 6 | 0 | 2 | 1 | 0 | 6 | 2 | 1 | 3 | 0 | 43 | 0 | 0 |
| THCA | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 1 | 0 | 81 | 0 |
| UCEC | 3 | 8 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 2 | 0 | 2 | 0 | 70 |
a
Each row corresponds to the true cancer type; each column corresponds to the class predictions from performance-weighted-voting model.