Variables | LASSO Coefficients | Ridge Coefficients | Elastic Net Coefficients |
---|---|---|---|
Age | 0.00566895 | 0.000833407 | |
AgeCAT | 0.008597279 | ||
Recurrent | 0.1724027 | 0.201175941 | 0.17441454 |
CompetingR | 0.8493479 | 0.766797851 | 0.80199317 |
HER2 | 0.1861484 | 0.364062695 | 0.198825569 |
ER | 0.136681458 | ||
PR | − 0.116769262 | ||
MSubtype | 0.1360808 | 0.151991459 | 0.130963976 |
Grade | 0.1081245 | 0.093288527 | 0.11953887 |
TypeofBC | 0.001493858 | ||
Stage | 0.2321976 | 0.141744324 | 0.128216151 |
Metastasis | 0.9665552 | 0.916911747 | 0.87596516 |
LymphNode | 0.1486608 | 0.175695167 | 0.154426973 |
Menopause | 0.028557582 | ||
Ethnicity | 0.00021361 | ||
Hospitalization | − 0.11749608 | ||
TumorSize | 0.138764394 | 0.120418917 | |
Genetics | − 0.211451781 |