Research Article
Multiclass Prediction with Partial Least Square Regression for Gene Expression Data: Applications in Breast Cancer Intrinsic Taxonomy
Table 2
PAM50 prototypes and predicted subtypes by PLS-regression for prototypical arrays.
| PAM50 prototype (sample number) | Predicted subtype | Basal-like | HER2-enriched | Luminal-A | Luminal-B | Normal breast-like | Unclassified |
| Basal-like (57) | 57 | 0 | 0 | 0 | 0 | 0 | HER2-enriched (35) | 0 | 26 | 0 | 0 | 0 | 9 | Luminal-A (23) | 0 | 0 | 21 | 0 | 0 | 2 | Luminal-B (12) | 0 | 1 | 0 | 6 | 0 | 5 | Normal breast-like (12) | 0 | 0 | 0 | 0 | 12 | 0 |
|
|