Package: Information
Type: Package
Title: Data Exploration with Information Theory (Weight-of-Evidence and
        Information Value)
Version: 0.0.9
Date: 2016-04-08
Authors@R: person("Larsen", "Kim", email = "kblarsen4@gmail.com", role = c("aut", "cre"))
Description: Performs exploratory data analysis and variable screening
        for binary classification models using weight-of-evidence (WOE)
        and information value (IV). In order to make the package as
        efficient as possible, aggregations are done in data.table and
        creation of WOE vectors can be distributed across multiple
        cores. The package also supports exploration for uplift models
        (NWOE and NIV).
Depends: R (>= 3.1.2)
License: GPL (>=3)
Imports: data.table, ggplot2, grid, plyr, utils, iterators, doParallel,
        parallel, foreach
LazyData: true
VignetteBuilder: knitr
Suggests: knitr, reshape2, ClustOfVar, rmarkdown
RoxygenNote: 5.0.1
Repository: https://klarsen1.r-universe.dev
Date/Publication: 2016-04-10 15:41:27 UTC
RemoteUrl: https://github.com/klarsen1/information
RemoteRef: HEAD
RemoteSha: b3a826a6f8a38aa8c664156cef4f16edae196ec3
NeedsCompilation: no
Packaged: 2026-06-08 10:44:01 UTC; root
Author: Larsen Kim [aut, cre]
Maintainer: Larsen Kim <kblarsen4@gmail.com>