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. 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.
| Version: | 0.5.0 |
| Depends: | R (≥ 3.1.0) |
| Imports: | earth, Formula, glmnet, graphics, methods, partykit, rpart, stringr |
| Suggests: | akima, datasets, doParallel, foreach, glmertree, grid, mlbench, testthat |
| Published: | 2018-05-07 |
| Author: | Marjolein Fokkema [aut, cre], Benjamin Christoffersen [aut] |
| Maintainer: | Marjolein Fokkema <m.fokkema at fsw.leidenuniv.nl> |
| BugReports: | https://github.com/marjoleinF/pre/issues |
| License: | GPL-2 | GPL-3 |
| URL: | https://github.com/marjoleinF/pre |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| CRAN checks: | pre results |
| Reference manual: | pre.pdf |
| Package source: | pre_0.5.0.tar.gz |
| Windows binaries: | r-devel: pre_0.5.0.zip, r-release: pre_0.5.0.zip, r-oldrel: pre_0.5.0.zip |
| OS X binaries: | r-release: pre_0.5.0.tgz, r-oldrel: pre_0.4-1.tgz |
| Old sources: | pre archive |
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