Package: smbinning 0.9
smbinning: Scoring Modeling and Optimal Binning
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.
Authors:
smbinning_0.9.tar.gz
smbinning_0.9.zip(r-4.5)smbinning_0.9.zip(r-4.4)smbinning_0.9.zip(r-4.3)
smbinning_0.9.tgz(r-4.4-any)smbinning_0.9.tgz(r-4.3-any)
smbinning_0.9.tar.gz(r-4.5-noble)smbinning_0.9.tar.gz(r-4.4-noble)
smbinning_0.9.tgz(r-4.4-emscripten)smbinning_0.9.tgz(r-4.3-emscripten)
smbinning.pdf |smbinning.html✨
smbinning/json (API)
# Install 'smbinning' in R: |
install.packages('smbinning', repos = c('https://hjopia.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 6 years agofrom:e69e7b982d. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 30 2024 |
R-4.5-win | OK | Oct 30 2024 |
R-4.5-linux | OK | Oct 30 2024 |
R-4.4-win | OK | Oct 30 2024 |
R-4.4-mac | OK | Oct 30 2024 |
R-4.3-win | OK | Oct 30 2024 |
R-4.3-mac | OK | Oct 30 2024 |
Exports:smbinningsmbinning.customsmbinning.edasmbinning.factorsmbinning.factor.customsmbinning.factor.gensmbinning.gensmbinning.logitranksmbinning.metricssmbinning.metrics.plotsmbinning.monotonicsmbinning.plotsmbinning.psismbinning.scalingsmbinning.scoring.gensmbinning.scoring.sqlsmbinning.sqlsmbinning.sumivsmbinning.sumiv.plot
Dependencies:bitbit64blobcachemchronclicpp11DBIfastmapFormulagluegsubfninumlatticelibcoinlifecycleMatrixmemoisemvtnormpartykitpkgconfigplogrprotorlangrpartRSQLitesqldfsurvivalvctrs