Table 2.
Concordances with published calls (accuracies) or AWCA-based PAM50 calls for the main mLR classifiers.
| Training set | Feature space of interest | Intended for | Accuracy on test set (%) | AWCA-PAM50 concordance on test set (%) | External test set | Accuracy on external test set (%) | AWCA-PAM50 concordance on external set (%) |
|---|---|---|---|---|---|---|---|
| PAM50 | RSEM | 89 | 89 | PanCA | 90 | 90 | |
| limma50 | RSEM | 88 | 87 | PanCA | 88 | 90 | |
| limma50_BWE | RSEM | 87 | 87 | PanCA | 87 | 91 | |
| PAM50 | FPKM | 93 | 92 | GSE81538 | 92 | 93 | |
| limma50 | FPKM | 91 | 91 | GSE81538 | 89 | 89 | |
| limma50_BWE | FPKM | 91 | 91 | GSE81538 | 89 | 89 |