pre (0.7.2)

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Prediction Rule Ensembles.

Derives prediction rule ensembles (PREs). Largely follows the procedure for deriving PREs as described in Friedman & Popescu (2008; ), with adjustments and improvements. The main function pre() derives prediction rule ensembles consisting of rules and/or linear terms for continuous, binary, count, multinomial, and multivariate 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, Matrix, MatrixModels, partykit, rpart, stringr, survival, akima, mboost, mlbench, foreach, testthat, doParallel, glmertree
Reverse suggests: plotmo

Released 16 days ago.

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