Plots for Classification Tasks — autoplot.TaskClassif • mlr3viz

Visualizations for mlr3::TaskClassif. The argument type controls what kind of plot is drawn. Possible choices are:

"target" (default): Bar plot of the target variable (default).
"duo": Passes data to GGally::ggduo(). columnsX is the target and columnsY are the features.
"pairs": Passes data to GGally::ggpairs(). Color is set to target column.

Usage

# S3 method for TaskClassif
autoplot(object, type = "target", theme = theme_minimal(), ...)

Arguments

object: (mlr3::TaskClassif).
type: (character(1)):
Type of the plot. See description.
theme: (ggplot2::theme())
The ggplot2::theme_minimal() is applied by default to all plots.
...: (ignored).

Value

ggplot2::ggplot().

Examples

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

  task = tsk("iris")

  head(fortify(task))
  autoplot(task)
  autoplot(task$clone()$select(c("Sepal.Length", "Sepal.Width")),
    type = "pairs")
  autoplot(task, type = "duo")
}