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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 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))
#>     mpg am carb
#> 1: 21.0  1    4
#> 2: 21.0  1    4
#> 3: 22.8  1    1
#> 4: 21.4  0    1
#> 5: 18.7  0    2
#> 6: 18.1  0    1
autoplot(task)

autoplot(task, type = "pairs")