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mob: Monotonic Optimal Binning
Generate the monotonic binning and perform the woe (weight of evidence) transformation for the logistic regression used in the consumer credit scorecard development. The woe transformation is a piecewise transformation that is linear to the log odds. For a numeric variable, all of its monotonic functional transformations will converge to the same woe transformation.
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Package details |
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| Author | WenSui Liu |
| Maintainer | WenSui Liu <liuwensui@gmail.com> |
| License | GPL (>= 2) |
| Version | 0.4.2 |
| URL | https://github.com/statcompute/mob |
| Package repository | View on CRAN |
| Installation |
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