Package: pre
Title: Prediction Rule Ensembles
Version: 0.1
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 coef() and 
  importance() can be used to inspect the generated ensemble. Function predict() 
  generates predicted values. 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.
Depends: R (>= 3.3.0), partykit, glmnet, MatrixModels, Formula,
        methods, graphics
Suggests: akima
License: GPL-2 | GPL-3
Encoding: UTF-8
LazyData: true
RoxygenNote: 5.0.1
NeedsCompilation: no
Packaged: 2016-12-24 11:00:04 UTC; tobii
Repository: CRAN
Date/Publication: 2016-12-24 18:36:35
