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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

if (requireNamespace("mlr3")) {
  library(mlr3)
  library(mlr3viz)

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

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