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 |
| 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:
Downloads:
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