Assertion: ridge regression | /r/CapableOf | outperform lasso
Facets:
value: often
type: TEMPORAL
Source sentences:
text: In addition, selecting only a single covariate from each group will typically result in increased prediction error, since the model is less robust (which is why ridge regression often outperforms lasso).