woebin_summary: Get scorecard's woe_bin summary

In jbkunst/risk3r: Tools for credit risk modelling

Get scorecard's woe_bin summary

Description

Get scorecard's woe_bin summary

Usage

woebin_summary(bins, sort = TRUE)

Arguments

bins	An output from 'scorecard::woebin' or 'risk3r::woebin2' functions.
sort	Sort the data frame by information value. Default TRUE.

Examples

if (FALSE) {
  data(germancredit, package = "scorecard")

  bins <- woebin2(
    germancredit,
    y = "creditability",
    # x = c("credit.amount", "housing", "duration.in.month", "purpose"),
    no_cores = 0,
    method = "tree"
  )

  bin_summary <- woebin_summary(bins)
  bin_summary

  if (require(dplyr)) {
    dplyr::glimpse(bin_summary)

    dplyr::filter(bin_summary, !monotone, !factor)
  }
}

jbkunst/risk3r documentation built on March 19, 2024, 10:49 p.m.