R package 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.
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References in zbMATH (referenced in 2 articles )
Showing results 1 to 2 of 2.
- Gero Szepannek: An Overview on the Landscape of R Packages for Credit Scoring (2020) arXiv
- Szymon Maksymiuk, Alicja Gosiewska, Przemyslaw Biecek: Landscape of R packages for eXplainable Artificial Intelligence (2020) arXiv