Segment a numeric variable based on a dichotomous dependent variable by using the weight of evidence (WOE) approach (Ref: Siddiqi, N. (2006) <doi:10.1002/9781119201731.biblio>). The underlying algorithm adopts a recursive approach to create segments that are diverse in respect of their WOE values and meet the demands of userdefined parameters. The algorithm also aims to maintain a monotonic trend in WOE values of consecutive segments. As such, it can be particularly helpful in improving robustness of linear and logistic regression models.
Package details 


Author  Kashish Soien 
Maintainer  Kashish Soien <kashish.soien19@gmail.com> 
License  GPL3 
Version  0.1.2 
Package repository  View on GitHub 
Installation 
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