quadrant_plot

quadrant method for crossvar object, displays explanatory variable categories (or bin) in a quadrant plot crossing category size (N) and target (percentage for binary target or average for continuous target).

This function allows to generate a quadrant graphic on an object of class "crossvar".

Usage

quadrant_plot(x, metadata = NULL, max_ncat = 15, print_NA = TRUE, title = TRUE)

Arguments

x

object of class "crossvar"

metadata

data.frame - if metadata is loaded in R environment, label of the variables can be used. Default value (NULL) corresponds to no metadata available. The label will be used for the title and the x-axis of the graph.

max_ncat

maximum number of values/categories that will be displayed ( additional will be collapsed) - default: 15

print_NA

boolean: whether to display or not the NA possible category (default: TRUE)

title

either boolean or character. If boolean: do we plot (default generated ) title, if character, provided title will be used

Value

The function returns a graph.

See also

• crossvar

• summary.crossvar

• plot.crossvar

Examples

t <- crossvar(adult,"ABOVE50K","WORKCLASS")
#> 
#> INFO:target ABOVE50K detected as type: binary
#> INFO:binary target contains number, automatic chosen level: 1; override using `target_reference_level`
quadrant_plot(t)

quadrant_plot(t, max_ncat=2)