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autoScorecard: Fully Automatic Generation of Scorecards

Provides an efficient suite of R tools for scorecard modeling, analysis, and visualization. Including equal frequency binning, equidistant binning, K-means binning, chi-square binning, decision tree binning, data screening, manual parameter modeling, fully automatic generation of scorecards, etc. This package is designed to make scorecard development easier and faster. References include: 1. <http://shichen.name/posts/>. 2. Dong-feng Li(Peking University),Class PPT. 3. <https://zhuanlan.zhihu.com/p/389710022>. 4. <https://www.zhangshengrong.com/p/281oqR9JNw/>.

Version: 0.3.0
Depends: R (≥ 2.10)
Imports: infotheo, ROCR, rpart, discretization, stats, graphics, grDevices, corrplot, ggplot2
Suggests: knitr, rmarkdown
Published: 2023-06-13
DOI: 10.32614/CRAN.package.autoScorecard
Author: Tai-Sen Zheng [aut, cre]
Maintainer: Tai-Sen Zheng <jc3802201 at gmail.com>
License: AGPL-3
NeedsCompilation: no
Materials: NEWS
CRAN checks: autoScorecard results

Documentation:

Reference manual: autoScorecard.pdf
Vignettes: my-vignette

Downloads:

Package source: autoScorecard_0.3.0.tar.gz
Windows binaries: r-devel: autoScorecard_0.3.0.zip, r-release: autoScorecard_0.3.0.zip, r-oldrel: autoScorecard_0.3.0.zip
macOS binaries: r-release (arm64): autoScorecard_0.3.0.tgz, r-oldrel (arm64): autoScorecard_0.3.0.tgz, r-release (x86_64): autoScorecard_0.3.0.tgz, r-oldrel (x86_64): autoScorecard_0.3.0.tgz
Old sources: autoScorecard archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=autoScorecard to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.