feature_selection_raw: Perform a very raw Feature Selection

In jbkunst/irks: Tools for credit risk modelling

Description

Perform a very raw Feature Selection

Usage

feature_selection_raw(data, target = TARGET,
  max_concentration_limit = 0.9, min_iv = 0.2, verbose = TRUE, ...)

Arguments

data	A data frame to perform the feature selection.
target	The target.
max_concentration_limit	A maximum concentration limit.
min_iv	Minimum Information Value to accpet
verbose	verbose.
...	Additional parameters for binning function.

Examples

data("german_credit")

fs <- feature_selection(german_credit, good_bad, max_concentration_limit = 0.4, min_iv = 0.1)

table(fs$decision)

jbkunst/irks documentation built on May 22, 2021, 2:09 p.m.