PreprintJournal of the Royal Statistical Society Series B (Statistical Methodology)2005Featured
Regularization and Variable Selection Via the Elastic Net
Hui Zou, Trevor Hastie
The elastic net combines L1 and L2 penalties for regularization and variable selection, outperforming the lasso especially when p≫n and encouraging a grouping effect among correlated predictors.
21kMar 9, 2005