binning_eqfreq: Equal Frequency Binning

In autoScorecard: Fully Automatic Generation of Scorecards

Equal Frequency Binning

Description

Equal Frequency Binning

Usage

binning_eqfreq(df, feat, label, nbins = 3)

Arguments

df	A data.frame with independent variables and target variable.
feat	A name of dependent variable.
label	A name of target variable.
nbins	Number of bins,default:3.

Value

A data frame, including the contents of the bin, the upper bound of the bin, the lower bound of the bin, and all the contents returned by the get_IV function.

Examples

accepts <- read.csv( system.file( "extdata", "accepts.csv", package ="autoScorecard" ))
feature <- stats::na.omit( accepts[,c(1,3,7:23)] )
binning_eqfreq1 <- binning_eqfreq( df= feature, feat= 'tot_derog', label = 'bad_ind', nbins = 3)

autoScorecard documentation built on July 9, 2023, 5:32 p.m.