Package: pre
Title: Prediction Rule Ensembles
Version: 1.1.0
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 <m.fokkema@fsw.leidenuniv.nl>
Description: Fits prediction rule ensembles (PREs). Largely follows the
    procedure for deriving PREs as described in Friedman & Popescu (2008; 
    <DOI:10.1214/07-AOAS148>), with adjustments and improvements described in 
    Fokkema (2020; <DOI:10.18637/jss.v092.i12>) and Fokkema & Strobl 
    (2020; <DOI:10.1037/met0000256>). 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
NeedsCompilation: no
Packaged: 2026-08-31 15:55:50 UTC; User
Repository: CRAN
Date/Publication: 2026-08-31 22:10:06 UTC
Built: R 4.5.3; ; 2026-09-07 03:13:39 UTC; windows
