Table 4.
The classification performance on TCGA BRCA dataset. Average AUC scores and the number of times of win/tie/loss on classification performance between estimated protein expression and the baselines (i.e. mRNA expression and integration of mRNA and miRNA expressions) on BRCA dataset.
| Input data | AUC score | win/tie/loss |
|---|---|---|
| mRNA | 0.946 | 11/5/84 |
| mRNA+miRNA | 0.961 | 30/10/60 |
| estimated protein expression | 0.968 | – |