tidy._elnet: tidy methods for glmnet models

In tidymodels/parsnip: A Common API to Modeling and Analysis Functions

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, ...)

## S3 method for class ''_coxnet''
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.

tidymodels/parsnip documentation built on April 12, 2024, 2:14 a.m.