Other packages > Find by keyword >

Information  

Data Exploration with Information Theory (Weight-of-Evidence and Information Value)
View on CRAN: Click here


Download and install Information package within the R console
Install from CRAN:
install.packages("Information")

Install from Github:
library("remotes")
install_github("cran/Information")

Install by package version:
library("remotes")
install_version("Information", "0.0.9")



Attach the package and use:
library("Information")
Maintained by
Larsen Kim
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-09-16
Latest Update: 2016-04-09
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).
How to cite:
Larsen Kim (2015). Information: Data Exploration with Information Theory (Weight-of-Evidence and Information Value). R package version 0.0.9, https://cran.r-project.org/web/packages/Information. Accessed 18 Sep. 2026.
Previous versions and publish date:
0.0.3 (2015-09-16 10:05), 0.0.4 (2015-10-01 11:13), 0.0.5 (2015-10-14 09:48), 0.0.6 (2015-11-13 08:55), 0.0.7 (2015-11-19 11:02), 0.0.8 (2016-03-26 15:17), (2026-07-09 08:07)
Other packages that cited Information R package
View Information citation profile
Other R packages that Information depends, imports, suggests or enhances
Complete documentation for Information
Functions, R codes and Examples using the Information R package
Some associated functions: Aggregate . CheckInputs . Information . MultiPlot . NWOE . SinglePlot . WOE . create_infotables . is.binary . penalty . plot_infotables . train . valid . 
Some associated R codes: Aggregate.R . CheckInputs.R . Information.R . IsBinary.R . MultiPlot.R . NWOE.R . Penalty.R . SinglePlot.R . WOE.R . create_infotables.R . data.R . plot_infotables.R .  Full Information package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

downlit  
Syntax Highlighting and Automatic Linking
Syntax highlighting of R code, specifically designed for the needs of 'RMarkdown' packages like 'pk ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
eyelinker  
Import ASC Files from EyeLink Eye Trackers
Imports plain-text ASC data files from EyeLink eye trackers into (relatively) tidy data frames for ...
Download / Learn more Package Citations See dependency  
injectoR  
R Dependency Injection
R dependency injection framework. Dependency injection allows a program design to follow the depend ...
Download / Learn more Package Citations See dependency  
data360r  
Wrapper for 'TCdata360' and 'Govdata360' API
Makes it easy to engage with the Application Program Interface (API) of the 'TCdata360' and 'Govdat ...
Download / Learn more Package Citations See dependency  
hmeasure  
The H-Measure and Other Scalar Classification Performance Metrics
Classification performance metrics that are derived from the ROC curve of a classifier. The package ...
Download / Learn more Package Citations See dependency  

28,565

R Packages

239,283

Dependencies

75,677

Author Associations

28,566

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA