catSplit: Encode Categorical Variables with Split Information from CART

Use primary and surrogate split information from CART (Classification and Regression Trees - Breiman L (1984)) as the vector representation for a categorical variable. Outputs binary columns for each categorical variable making use of target information.

Version: 0.1.0
Imports: rpart, caret, dplyr, stats, utils, data.table, stringr, OpenML, farff
Suggests: testthat (≥ 3.0.0)
Published: 2021-10-20
Author: Mine Gazioglu [aut, cre], Mustafa Baydogan [ctb]
Maintainer: Mine Gazioglu <mine.gazioglu40 at>
License: MIT + file LICENSE
NeedsCompilation: no
CRAN checks: catSplit results


Reference manual: catSplit.pdf


Package source: catSplit_0.1.0.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): catSplit_0.1.0.tgz, r-release (x86_64): catSplit_0.1.0.tgz, r-oldrel: catSplit_0.1.0.tgz


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