autoplot.TaskRegr: Plot for Regression Tasks

In mlr3viz: Visualizations for 'mlr3'

Plot for Regression Tasks

Description

Generates plots for mlr3::TaskRegr, depending on argument type:

• "target": Box plot of target variable (default).

• "pairs": Passes data and additional arguments down to GGally::ggpairs(). Color is set to target column.

Usage

## S3 method for class 'TaskRegr'
autoplot(object, type = "target", ...)

Arguments

object	(mlr3::TaskRegr).
type	(character(1)): Type of the plot. See description.
...	(any): Additional argument, passed down to the underlying geom or plot functions.

Value

ggplot2::ggplot() object.

Theme

The theme_mlr3() and viridis color maps are applied by default to all autoplot() methods. To change this behavior set options(mlr3.theme = FALSE).

Examples

library(mlr3)
library(mlr3viz)

task = tsk("mtcars")
task$select(c("am", "carb"))

head(fortify(task))
autoplot(task)
autoplot(task, type = "pairs")

mlr3viz documentation built on May 25, 2022, 5:06 p.m.