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A set of functions to build a scoring model from beginning to end, leading the user to follow an efficient and organized development process, reducing significantly the time spent on data exploration, variable selection, feature engineering, binning and model selection among other recurrent tasks. The package also incorporates monotonic and customized binning, scaling capabilities that transforms logistic coefficients into points for a better business understanding and calculates and visualizes classic performance metrics of a classification model.
| Version: | 0.9 |
| Depends: | R (≥ 3.2.0), sqldf, partykit, Formula |
| Imports: | gsubfn |
| Published: | 2019-04-01 |
| DOI: | 10.32614/CRAN.package.smbinning |
| Author: | Herman Jopia |
| Maintainer: | Herman Jopia <hjopia at gmail.com> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| CRAN checks: | smbinning results |
| Reference manual: | smbinning.pdf |
| Package source: | smbinning_0.9.tar.gz |
| Windows binaries: | r-devel: smbinning_0.9.zip, r-release: smbinning_0.9.zip, r-oldrel: smbinning_0.9.zip |
| macOS binaries: | r-release (arm64): smbinning_0.9.tgz, r-oldrel (arm64): smbinning_0.9.tgz, r-release (x86_64): smbinning_0.9.tgz, r-oldrel (x86_64): smbinning_0.9.tgz |
| Old sources: | smbinning 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.