Explore variable + binary target (values 0/1) — explore

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)