binning_eqfreq {autoScorecard} | R Documentation |
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)
[Package autoScorecard version 0.3.0 Index]