tidy._elnet {parsnip}R Documentation

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.


[Package parsnip version 1.3.2 Index]