tidy.step_collapse_cart

tidy.step_collapse_stringdist

tidy.step_discretize_cart

tidy.step_discretize_xgb

tidy.step_embed

tidy.step_feature_hash

tidy.step_lencode_bayes

tidy.step_lencode_glm

tidy.step_lencode_mixed

tidy.step_pca_sparse

tidy.step_pca_sparse_bayes

tidy.step_pca_truncated

tidy.recipe

tidy.step_umap

tidy.step_woe

<code>tidy</code> will return a data frame that contains information regarding a recipe
or operation within the recipe (when a <code>tidy</code> method for the operation
exists). See <a href="https://recipes.tidymodels.org/reference/tidy.recipe.html">recipes::tidy.recipe</a> for more information.

Predictors can be converted to one or more numeric
representations using a variety of methods. Effect encodings using
simple generalized linear models <arXiv:1611.09477> or nonlinear
models <arXiv:1604.06737> can be used. There are also functions for
dimension reduction and other approaches.

Emil Hvitfeldt

embed

Extra Recipes for Encoding Predictors

Max Kuhn

Posit Software, PBC 

tidy.step_collapse_cart function

<dl><dt>x</dt>
<dd>A <code>step_woe</code> object.</dd>
<dt>...</dt>
<dd>Not currently used.</dd>
<dt>type</dt>
<dd>For <code>step_pca_truncated</code>, either <code>"coef"</code> (for the variable
loadings per component) or <code>"variance"</code> (how much variance does each
component account for).</dd></dl>

Arguments

<code>tidy</code> will return a data frame that contains information regarding a recipe
or operation within the recipe (when a <code>tidy</code> method for the operation
exists). See <a href='https://recipes.tidymodels.org/reference/tidy.recipe.html'>recipes::tidy.recipe</a> for more information.

Tidy the Result of a Recipe — tidy.step_collapse_cart

<dl>

<dt>x</dt>
<dd>A <code>step_woe</code> object.</dd>


<dt>...</dt>
<dd>Not currently used.</dd>


<dt>type</dt>
<dd>For <code>step_pca_truncated</code>, either <code>"coef"</code> (for the variable
loadings per component) or <code>"variance"</code> (how much variance does each
component account for).</dd>

</dl>

Tidy the Result of a Recipe

tidy.step_collapse_cart: Tidy the Result of a Recipe

Description

Usage

Arguments