Package: CollapseLevels 0.3.0

CollapseLevels: Collapses Levels, Computes Information Value and WoE

Contains functions to help in selecting and exploring features ( or variables ) in binary classification problems. Provides functions to compute and display information value and weight of evidence (WoE) of the variables , and to convert numeric variables to categorical variables by binning. Functions are also provided to determine which levels ( or categories ) of a categorical variable can be collapsed (or combined ) based on their response rates. The functions provided only work for binary classification problems.

Authors:Krishanu Mukherjee

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CollapseLevels.pdf |CollapseLevels.html✨
CollapseLevels/json (API)

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This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

7 exports 0.00 score 32 dependencies 13 scripts 229 downloads

Last updated 4 years agofrom:19bc6e5f56. Checks:OK: 7. Indexed: yes.

Exports:displayIVdisplayResponseRatebyLevelsdisplayWOEIVCalcIVCalc2levelsCollapsernumericToCategorical

Dependencies:clicolorspacedplyrfansifarvergenericsggplot2gluegtableisobandlabelinglatticelazyevallifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigR6RColorBrewerrlangscalestibbletidyselectutf8vctrsviridisLitewithr