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GitHub topics: monotonic-optimal-binning
ChenTaHung/Monotonic-Optimal-Binning
Monotonic Optimal Binning algorithm is a statistical approach to transform continuous variables into optimal and monotonic categorical variables.
Language: Python - Size: 7.44 MB - Last synced: 23 days ago - Pushed: 5 months ago - Stars: 13 - Forks: 2
cdfq384903/MonotonicOptimalBinning
This project mainly implements the Monotonic Optimal Binning(MOB) algorithm in SAS 9.4. We extend the application of this algorithm which can be applied to numerical and categorical data. In order to avoid the problem of creating too many bins, we optimize the p-value iteratively and provide bins size first binning, monotonicity first binning, and chi merge binning methods for users to discretize data more conveniently.
Language: SAS - Size: 2.19 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 7 - Forks: 1
