Package: Rprofet 3.1.1
Rprofet: WOE Transformation and Scorecard Builder
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).
Authors:
Rprofet_3.1.1.tar.gz
Rprofet_3.1.1.zip(r-4.5)Rprofet_3.1.1.zip(r-4.4)Rprofet_3.1.1.zip(r-4.3)
Rprofet_3.1.1.tgz(r-4.4-any)Rprofet_3.1.1.tgz(r-4.3-any)
Rprofet_3.1.1.tar.gz(r-4.5-noble)Rprofet_3.1.1.tar.gz(r-4.4-noble)
Rprofet_3.1.1.tgz(r-4.4-emscripten)Rprofet_3.1.1.tgz(r-4.3-emscripten)
Rprofet.pdf |Rprofet.html✨
Rprofet/json (API)
| # Install 'Rprofet' in R: |
| install.packages('Rprofet', repos = c('https://tabrandenburger.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 9 months agofrom:976091c460. Checks:OK: 1 NOTE: 6. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 25 2024 |
| R-4.5-win | NOTE | Oct 25 2024 |
| R-4.5-linux | NOTE | Oct 25 2024 |
| R-4.4-win | NOTE | Oct 25 2024 |
| R-4.4-mac | NOTE | Oct 25 2024 |
| R-4.3-win | NOTE | Oct 25 2024 |
| R-4.3-mac | NOTE | Oct 25 2024 |
Exports:BinProfetScorecardProfetScoreDataProfetVar_selectWOE_customFacWOE_customNumWOEclust_hclustWOEclust_kmeansWOEplotterWOEProfet
Dependencies:base64encbinrbitbit64blobbslibcachemchroncliClustOfVarcolorspacecorrplotcpp11DBIdigestdplyrevaluatefansifarverfastmapfontawesomefsgenericsggplot2gluegridExtragsubfngtablehighrhtmltoolsisobandjquerylibjsonlitekableExtraknitrlabelinglatticelifecyclemagrittrMASSMatrixmemoisemgcvmimemunsellnlmePCAmixdatapillarpkgconfigplogrplyrprotopurrrR6rappdirsRColorBrewerRcppreshape2rlangrmarkdownROCitRSQLiterstudioapisassscalessqldfstringistringrsvglitesystemfontstibbletidyselecttinytexutf8vctrsviridisLitewithrxfunxml2yaml
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Coarse Binning Variable(s) | BinProfet |
| Scorecard Builder | ScorecardProfet |
| Score a Validation Data Set | ScoreDataProfet |
| Select variables or filter variables by information value | Var_select |
| Custom Binning Factor Variables | WOE_customFac |
| Custom Binning Numeric Variables | WOE_customNum |
| Hierarchical Variable Clustering | WOEclust_hclust |
| Kmeans Variable Clustering | WOEclust_kmeans |
| Visualizing WOE and Target Rates | WOEplotter |
| WOE Transformation | WOEProfet |
