parsnip: tidy._elnet – R documentation

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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 class ''_elnet''
tidy(x, penalty = NULL, ...)

## S3 method for class ''_lognet''
tidy(x, penalty = NULL, ...)

## S3 method for class ''_multnet''
tidy(x, penalty = NULL, ...)

## S3 method for class ''_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.

parsnip

A Common API to Modeling and Analysis Functions

v0.1.5

GPL-2

Authors

Max Kuhn [aut, cre], Davis Vaughan [aut], RStudio [cph]

Initial release