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Rprofet  

WOE Transformation and Scorecard Builder
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("Rprofet", "3.1.1")



Attach the package and use:
library("Rprofet")
Maintained by
Thomas Brandenburger
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-02-07
Latest Update: 2020-04-01
Description:
Performs all steps in the credit scoring process. This package allows the user to follow all the necessary steps for building an effective scorecard. It provides the user functions for coarse binning of variables, Weights of Evidence (WOE) transformation, variable clustering, custom binning, visualization, and scaling of logistic regression coefficients. The results will generate a scorecard that can be used as an effective credit scoring tool to evaluate risk. For complete details on the credit scoring process, see Siddiqi (2005, ISBN:047175451X).
How to cite:
Thomas Brandenburger (2018). Rprofet: WOE Transformation and Scorecard Builder. R package version 3.1.1, https://cran.r-project.org/web/packages/Rprofet. Accessed 21 Dec. 2024.
Previous versions and publish date:
1.1.0 (2018-02-07 14:53), 2.1.0 (2018-04-09 19:00), 2.2.0 (2018-04-14 16:53), 2.2.1 (2020-04-01 17:50)
Other packages that cited Rprofet R package
View Rprofet citation profile
Other R packages that Rprofet depends, imports, suggests or enhances
Complete documentation for Rprofet
Functions, R codes and Examples using the Rprofet R package
Some associated functions: BinProfet . ScorecardProfet . WOEClust_hclust . WOEClust_kmeans . WOEProfet . WOE_custom . WOE_customFactor . WOEplotter . 
Some associated R codes: Rprofet.R .  Full Rprofet package functions and examples
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