Package: pre Title: Prediction Rule Ensembles Version: 1.1.1 Authors@R: c(person("Marjolein", "Fokkema", role = c("aut", "cre"), email = "m.fokkema@fsw.leidenuniv.nl"), person(given = "Benjamin", family = "Christoffersen", role = "aut", email = "boennecd@gmail.com"), person(given = "Giorgio", family = "Spadaccini", role = "ctb")) Author: Marjolein Fokkema [aut, cre], Benjamin Christoffersen [aut], Giorgio Spadaccini [ctb] Maintainer: Marjolein Fokkema Description: Fits prediction rule ensembles (PREs). Largely follows the procedure for deriving PREs as described in Friedman & Popescu (2008; ), with adjustments and improvements described in Fokkema (2020; ) and Fokkema & Strobl (2020; ). The main function pre() derives prediction rule ensembles consisting of rules and/or linear terms for continuous, binary, count, multinomial, survival and multivariate continuous responses. Function gpe() derives generalized prediction ensembles, consisting of rules, hinge and linear functions of the predictor variables. URL: https://github.com/marjoleinF/pre BugReports: https://github.com/marjoleinF/pre/issues Depends: R (>= 4.1.0) Imports: earth, Formula, glmnet, graphics, methods, partykit (>= 1.2-0), stringr, survival, Matrix, MatrixModels, rpart Suggests: interp, datasets, doParallel, foreach, grid, mlbench, testthat, mboost, ggplot2, caret, pROC, knitr, rmarkdown, mice, shape, randomForest, shapviz License: GPL-2 | GPL-3 Encoding: UTF-8 LazyData: true VignetteBuilder: knitr Config/roxygen2/version: 8.0.0 Config/pak/sysreqs: libicu-dev Repository: https://marjoleinf.r-universe.dev Date/Publication: 2026-10-13 17:24:56 UTC RemoteUrl: https://github.com/marjoleinF/pre RemoteRef: HEAD RemoteSha: 34e0f86d893b962a000924994b7d54a1c730a8a1 NeedsCompilation: no Packaged: 2026-10-13 22:36:49 UTC; root