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InformationValue  

Performance Analysis and Companion Functions for Binary Classification Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("InformationValue", "1.2.3")



Attach the package and use:
library("InformationValue")
Maintained by
Selva Prabhakaran
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-07-31
Latest Update: 2022-11-20
Description:
Provides companion function for analysing the performance ofclassification models. Also provides function to optimise probability cut-off score based on used specified objectives Plot ROC Curve in ggplot2AUROC IV WOE Calculation KS Statistic etc to aid accuracy improvementin binary classification models.
How to cite:
Selva Prabhakaran (2015). InformationValue: Performance Analysis and Companion Functions for Binary Classification Models. R package version 1.2.3, https://cran.r-project.org/web/packages/InformationValue. Accessed 18 Feb. 2025.
Previous versions and publish date:
1.0.1 (2015-07-31 09:30), 1.1.0 (2015-08-04 18:35), 1.1.1 (2015-08-27 09:35), 1.2.1 (2015-12-06 22:11), 1.2.3 (2016-10-30 09:00)
Other packages that cited InformationValue R package
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Other R packages that InformationValue depends, imports, suggests or enhances
Functions, R codes and Examples using the InformationValue R package
Full InformationValue package functions and examples
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