find_woe: finds weight of evidence for independent variables

Description Usage Arguments Value Functions Examples

View source: R/find_woe.R

Description

Measures and returns the Weight of Evidence (WOE) and Information Value (IV) for selected independent variables against a specified binary dependent variable.

Usage

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find_woe(.data, ..., y)

calc_woe(x, y, bins)

Arguments

.data

a data frame containing the variables to analyze

...

columns to calculate woe for. Uses dplyr's select rules

y

the dependent binary variable

Value

a data frame where each row lists a columns Information Value and a nested data frame containing the splits used and the Weight of Evidence for each.

Functions

Examples

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find_woe(mtcars, mpg:qsec, y = am)

mattmills49/modeler documentation built on May 21, 2019, 1:25 p.m.