pre (0.4)

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Prediction Rule Ensembles.

https://github.com/marjoleinF/pre
http://cran.r-project.org/web/packages/pre

Derives prediction rule ensembles (PREs). Largely follows the procedure for deriving PREs as described in Friedman & Popescu (2008; ), with several adjustments and improvements. The main function pre() derives prediction rule ensembles consisting of rules and/or linear terms for binary, count and continuous responses. Function gpe() derives generalized prediction ensembles, consisting of rules, hinge and linear functions of the predictor variables.

Maintainer: Marjolein Fokkema
Author(s): Marjolein Fokkema [aut, cre], Benjamin Christoffersen [aut]

License: GPL-2 | GPL-3

Uses: earth, Formula, glmnet, MatrixModels, partykit, stringr, akima, mlbench, foreach, testthat

Released 3 months ago.


3 previous versions

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