smbinning: Optimal Binning for Scoring Modeling
Version 0.3

The main purpose of the package is to categorize a numeric variable into bins mapped to a binary target variable for its ulterior usage in scoring modeling. This functionality reduces dramatically the time consuming process of finding the optimal cut points for a given numeric variable, quickly calculates the Information Value, either for one variable at the time or all at once in one line of code; and also outputs 'SQL' codes, tables, and plots used throughout the development stage. The package also allows the user to understand the data via exploratory data analysis in one step, establish customized cut points for numeric characteristics, and run the analysis for categorical variables.

Getting started

Package details

AuthorHerman Jopia
Date of publication2016-06-20 10:20:35
MaintainerHerman Jopia <hjopia@gmail.com>
LicenseGPL (>= 2)
Version0.3
URL http://www.scoringmodeling.com
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("smbinning")

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smbinning documentation built on May 30, 2017, 2:35 a.m.