Package: pre
Title: Prediction Rule Ensembles
Version: 0.2
Authors@R: person("Marjolein", "Fokkema", role = c("aut", "cre"), email = 
  "m.fokkema@fsw.leidenuniv.nl")
Author: Marjolein Fokkema [aut, cre]
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 several adjustments and improvements. The 
  main function pre() derives a prediction rule ensemble. Functions print(), 
  plot(), coef() and importance() can be used to inspect the generated ensemble. 
  Function predict() generates predicted values. Functions singeplot() and 
  pairplot() depict dependence of the output on specified predictor variables. 
  Function cvpre() performs full cross validation of a pre to calculate the 
  expected prediction error. Functions interact() and bsnullinteract() can be 
  used to assess interaction effects of predictor variables.
URL: https://github.com/marjoleinF/pre
BugReports: https://github.com/marjoleinF/pre/issues
Depends: R (>= 3.1.0), partykit, glmnet, MatrixModels, Formula,
        methods, graphics
Suggests: akima, grid, foreach
License: GPL-2 | GPL-3
Encoding: UTF-8
LazyData: true
RoxygenNote: 5.0.1
NeedsCompilation: no
Packaged: 2017-04-26 09:18:15 UTC; fokkemam
Repository: CRAN
Date/Publication: 2017-04-26 17:24:49 UTC
