get.ALEPlots: get method for ALEPlots objects

In ale: Interpretable Machine Learning and Statistical Inference with Accumulated Local Effects (ALE)

get method for ALEPlots objects

Description

Retrieve specific plots from a ALEPlots object. Unlike subset.ALEPlots() which returns an ALEPlots object with the subsetted x_cols variables and interactions, this get.ALEPlots() method returns a list of ggplot2::ggplot objects as specified in the return value description. To retain special ALEPlots behaviour like plotting, printing, and summarizing multiple plots, use subset.ALEPlots() instead.

See get.ALE() for explanation of parameters not described here.

Arguments

obj	ALEPlots object from which to retrieve ALE elements.
type	character(1). What type of ALEPlots to retrieve: 'ale' for standard ALE plots or 'effect' for ALE effects plots. See cats argument for options for categorical plots.
cats	character. The categories (one or more) of a categorical outcome variable to retrieve. To retrieve all categories as individual category plots, leave cats at the default NULL. For categorical plots that combine all categories, specify cats = ".all". (Don't forget the "." in ".all", which avoids naming conflicts with legitimate categories that might be named "all".) For such all-category plots, type must be set to "overlay" or "facet" for the specific desired type of categorical plot.

Value

A list of ggplot objects as described in the documentation for the return value of get.ALE(). This is different from subset.ALEPlots(), which returns an ALEPlots object with the subsetted x_cols variables and interactions.

ale documentation built on April 11, 2025, 6:09 p.m.