explore_targetpct: Explore variable + binary target (values 0/1)

In explore: Simplifies Exploratory Data Analysis

Explore variable + binary target (values 0/1)

Description

Create a plot to explore relation between a variable and a binary target as target percent. The target variable is choosen automatically if possible (name starts with 'target')

Usage

explore_targetpct(
  data,
  var,
  target = NULL,
  title = NA,
  min_val = NA,
  max_val = NA,
  auto_scale = TRUE,
  na = NA,
  flip = NA,
  ...
)

Arguments

data	A dataset
var	Numerical variable
target	Target variable (0/1 or FALSE/TRUE)
title	Title of the plot
min_val	All values < min_val are converted to min_val
max_val	All values > max_val are converted to max_val
auto_scale	Use 0.2 and 0.98 quantile for min_val and max_val (if min_val and max_val are not defined)
na	Value to replace NA
flip	Flip plot? (for categorical variables)
...	Further arguments

Value

Plot object

Examples

iris$target01 <- ifelse(iris$Species == "versicolor",1,0)
explore_targetpct(iris)

explore documentation built on Oct. 11, 2023, 9:07 a.m.