parsnip (version 0.1.3)

tidy._elnet: tidy methods for glmnet models

Description

tidy() methods for the various glmnet models that return the coefficients for the specific penalty value used by the parsnip model fit.

Usage

# S3 method for `_elnet`
tidy(x, penalty = NULL, ...)
# S3 method for `_lognet`
tidy(x, penalty = NULL, ...)
# S3 method for `_multnet`
tidy(x, penalty = NULL, ...)
# S3 method for `_fishnet`
tidy(x, penalty = NULL, ...)

Arguments

x

A fitted parsnip model that used the glmnet engine.

penalty

A single numeric value. If none is given, the value specified in the model specification is used.

...

Not used

Value

A tibble with columns term, estimate, and penalty. When a multinomial mode is used, an additional class column is included.