mlr3viz (version 0.5.3)

autoplot.Filter: Plot for Filter Scores

Description

Generates plots for mlr3filters::Filter, depending on argument type:

• "barplot" (default): Bar plot of filter scores.

Usage

# S3 method for Filter
autoplot(object, type = "boxplot", n = Inf, ...)

Arguments

object

(mlr3filters::Filter).

type

(character(1)): Type of the plot. See description.

n

(integer(1)) Only include the first n features with highest importance. Defaults to all features.

...

(any): Additional argument, passed down to the respective geom.

Value

ggplot2::ggplot() object.

Examples

# NOT RUN {
library(mlr3)
library(mlr3viz)
library(mlr3filters)

task = tsk("mtcars")
f = flt("correlation")
f$calculate(task)

head(fortify(f))
autoplot(f, n = 5)
# }