innR2binnR applies advanced variable discretization techniques in R. In addition to a few helper functions provided to allow users to fully customize their analyses, two methods are provided: univariate binning by Information Value, which is the industry standard in Financial Services, and multivariate binning using boosted Decision Trees, which is a new technique developed by the package authors. All methods are extensively documented and tested, and a detailed vignette is provided giving worked-through examples and motivation for using the techniques outlined in this package.
Package details |
|
---|---|
Maintainer | |
License | GPL-3 |
Version | 0.1.0 |
Package repository | View on GitHub |
Installation |
Install the latest version of this package by entering the following in R:
|
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.