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 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.
| Version: | 0.4-1 |
| Depends: | R (≥ 3.1.0) |
| Imports: | glmnet, MatrixModels, Formula, methods, graphics, partykit, earth, stringr |
| Suggests: | akima, grid, foreach, testthat, mlbench, datasets |
| Published: | 2018-01-23 |
| 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_0.4-1.tar.gz |
| Windows binaries: | r-devel: pre_0.4-1.zip, r-release: pre_0.4-1.zip, r-oldrel: pre_0.4-1.zip |
| OS X El Capitan binaries: | r-release: pre_0.4-1.tgz |
| OS X Mavericks binaries: | r-oldrel: pre_0.4.tgz |
| Old sources: | pre archive |
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