Table 1 Summary of BRCA, TNBC and PRAD EN models (MSE, mean squared error; AUC, area under the precision-recall curve; Miscl, misclassifications; Vars, nr. of variables selected)
From: Twiner: correlation-based regularization for identifying common cancer gene signatures
|  | α | # Vars | MSE | AUC | # Miscl | |||
|---|---|---|---|---|---|---|---|---|
| Â | Â | Â | Train | Test | Train | Test | Train | Test |
BRCA | 0.9 | 42 | 0.0001 | 0.0065 | 1 | 1 | 0 | 1 |
TNBC | 0.8 | 63 | 0.0002 | 0.0025 | 1 | 1 | 0 | 0 |
PRAD | 0.5 | 68 | 0.0187 | 0.0309 | 0.97 | 0.97 | 11 | 6 |