target_explore_num: Explore Nuberical variable + target

In rolkra/explore: Simplifies Exploratory Data Analysis

Explore Nuberical variable + target

Description

Create a plot to explore relation between numerical variable and a binary target

Usage

target_explore_num(
  data,
  var,
  target = "target_ind",
  min_val = NA,
  max_val = NA,
  bins = 10,
  flip = TRUE,
  title = NA,
  auto_scale = TRUE,
  na = NA,
  color = c("#ECEFF1", "#CFD8DC", "#B0BEC5", "#90A4AE"),
  legend_position = "bottom"
)

Arguments

data	A dataset
var	Numerical variable
target	Target variable (0/1 or FALSE/TRUE)
min_val	All values < min_val are converted to min_val
max_val	All values > max_val are converted to max_val
bins	Nuber of bins
flip	Should plot be flipped? (change of x and y)
title	Title of plot
auto_scale	Use 0.02 and 0.98 quantile for min_val and max_val (if min_val and max_val are not defined)
na	Value to replace NA
color	Color vector (4 colors)
legend_position	Position of legend ("right"|"bottom"|"non")

Value

Plot object

rolkra/explore documentation built on April 17, 2024, 10:58 p.m.