README.md

In siyuany/autobin: Variables Binning for Scorecards Development

autobin: Discretization for Binary Classification

autobin will help you to discretize a continuous variable with binary target variable. It searches cut point which maximize the current information value in each step, while performing a fisher test on the parts divided, to guarantee the cut point is essentially significant.

Installation

First, please ensure the package devtools installed on your R system. If not, install it with the following statement.

install.packages('devtools')

Then you can install this package by

devtools::install_github('siyuany/autobin')

Examples

siyuany/autobin documentation built on May 29, 2019, 11 p.m.