LogicForest: Logic Forest

Logic Forest is an ensemble machine learning method that identifies important and interpretable combinations of binary predictors using logic regression trees to model complex relationships with an outcome. Wolf, B.J., Slate, E.H., Hill, E.G. (2010) <doi:10.1093/bioinformatics/btq354>.

Getting started

Package details

AuthorBethany Wolf [aut], Melica Nikahd [ctb, cre], Andrew Gothard [ctb], Madison Hyer [ctb]
MaintainerMelica Nikahd <melica.nikahd@osumc.edu>
LicenseGPL-3
Version2.1.2
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("LogicForest")

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LogicForest documentation built on Aug. 8, 2025, 7:46 p.m.