Package: pre
Title: Prediction Rule Ensembles
Version: 1.0.8
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"))
Author: Marjolein Fokkema [aut, cre],
  Benjamin Christoffersen [aut]
Maintainer: Marjolein Fokkema <m.fokkema@fsw.leidenuniv.nl>
Description: Derives 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), rpart, stringr, survival, Matrix, MatrixModels
Suggests: interp, datasets, doParallel, foreach, glmertree, grid,
        mlbench, testthat, mboost, ggplot2, caret, pROC, knitr,
        rmarkdown, mice, shape, randomForest
License: GPL-2 | GPL-3
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.3.2
VignetteBuilder: knitr
NeedsCompilation: no
Packaged: 2025-09-05 13:14:41 UTC; User
Repository: CRAN
Date/Publication: 2025-09-06 05:11:02 UTC
Built: R 4.4.3; ; 2025-12-15 03:45:01 UTC; windows
