autoScorecard: Fully Automatic Generation of Scorecards (original) (raw)
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 |
| License: | AGPL-3 |
| NeedsCompilation: | no |
| Materials: | NEWS |
| CRAN checks: | autoScorecard results |
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