rbin_factor: Factor binning

In rsquaredacademy/rbin: Tools for Binning Data

Factor binning

Description

Weight of evidence and information value for categorical data.

Usage

rbin_factor(data = NULL, response = NULL, predictor = NULL, include_na = TRUE)

## S3 method for class 'rbin_factor'
plot(x, print_plot = TRUE, ...)

Arguments

data	A data.frame or tibble.
response	Response variable.
predictor	Predictor variable.
include_na	logical; if TRUE, a separate bin is created for missing values.
x	An object of class rbin_factor.
print_plot	logical; if TRUE, prints the plot else returns a plot object.
...	further arguments passed to or from other methods.

Examples

bins <- rbin_factor(mbank, y, education)
bins

# plot
plot(bins)

rsquaredacademy/rbin documentation built on June 3, 2023, 6:07 p.m.