Generates plots for mlr3proba::TaskDens.
Usage
# S3 method for TaskDens
autoplot(object, type = "dens", ...)
Arguments
- object
- type
(
character(1)
): Type of the plot. Available choices:"dens"
: histogram density estimator (default) withggplot2::geom_histogram()
."freq"
: histogram frequency plot withggplot2::geom_histogram()
."overlay"
: histogram with overlaid density plot withggplot2::geom_histogram()
andggplot2::geom_density()
."freqpoly"
: frequency polygon plot withggplot2::geom_freqpoly
.
- ...
(
any
): Additional arguments, possibly passed down to the underlying 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(mlr3proba)
task = tsk("precip")
head(fortify(task))
#> precip
#> 1: 67.0
#> 2: 54.7
#> 3: 7.0
#> 4: 48.5
#> 5: 14.0
#> 6: 17.2
autoplot(task, bins = 15)
autoplot(task, type = "freq", bins = 15)
autoplot(task, type = "overlay", bins = 15)
autoplot(task, type = "freqpoly", bins = 15)