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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 |
| Reference manual: | autoScorecard.pdf |
| Vignettes: |
my-vignette |
| 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 |
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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.
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