This parameter is used for regularized or penalized models such as
parsnip::linear_reg()
, parsnip::logistic_reg()
, and others. It is
formulated as the proportion of L1 regularization (i.e. lasso) in the model.
In the glmnet
model, mixture = 1
is a pure lasso model while mixture = 0
indicates that ridge regression is being used.