autoplot.TaskDens: Plot for Density Tasks

In mlr-org/mlr3proba: Probabilistic Supervised Learning for 'mlr3'

Plot for Density Tasks

Description

Generates plots for TaskDens.

Usage

## S3 method for class 'TaskDens'
autoplot(object, type = "dens", theme = theme_minimal(), ...)

Arguments

object	(TaskDens).
type	(character(1)): Type of the plot. Available choices: "dens": histogram density estimator (default) with ggplot2::geom_histogram(). "freq": histogram frequency plot with ggplot2::geom_histogram(). "overlay": histogram with overlaid density plot with ggplot2::geom_histogram() and ggplot2::geom_density(). "freqpoly": frequency polygon plot with ggplot2::geom_freqpoly.
theme	(ggplot2::theme()) The ggplot2::theme_minimal() is applied by default to all plots.
...	(any): Additional arguments, possibly passed down to the underlying plot functions.

Value

ggplot2::ggplot() object.

Examples

library(mlr3)
library(mlr3proba)
library(mlr3viz)
library(ggplot2)
task = tsk("precip")
task$head()

autoplot(task, bins = 15)
autoplot(task, type = "freq", bins = 15)
autoplot(task, type = "overlay", bins = 15)
autoplot(task, type = "freqpoly", bins = 15)

mlr-org/mlr3proba documentation built on April 12, 2025, 4:38 p.m.