A toolkit with infrastructure for representing, summarizing, and visualizing tree-structured regression and classification models. This unified infrastructure can be used for reading/coercing tree models from different sources (rpart, RWeka, PMML) yielding objects that share functionality for print/plot/predict methods. Furthermore, new and improved reimplementations of conditional inference trees (ctree) and model-based recursive partitioning (mob) from the party package are provided based on the new infrastructure.
| Version: | 0.8-4 |
| Depends: | R (≥ 3.1.0), graphics, grid |
| Imports: | stats, survival |
| Suggests: | XML, pmml, rJava, rpart, mvtnorm, Formula, sandwich, strucchange, vcd, AER, mlbench, TH.data (≥ 1.0-3), coin, RWeka (≥ 0.4-19), datasets, parallel, psychotools, psychotree |
| Published: | 2015-01-07 |
| Author: | Torsten Hothorn [aut, cre], Achim Zeileis [aut] |
| Maintainer: | Torsten Hothorn <Torsten.Hothorn at R-project.org> |
| License: | GPL-2 | GPL-3 |
| URL: | http://partykit.R-forge.R-project.org/partykit |
| NeedsCompilation: | yes |
| Citation: | partykit citation info |
| Materials: | NEWS |
| In views: | MachineLearning |
| CRAN checks: | partykit results |
| Reference manual: | partykit.pdf |
| Vignettes: |
Constant Partying: Growing and Handling Trees with Constant Fits ctree: Conditional Inference Trees Parties, Models, Mobsters: A New Implementation of Model-Based Recursive Partitioning in R partykit: A Toolkit for Recursive Partytioning |
| Package source: | partykit_0.8-4.tar.gz |
| Windows binaries: | r-devel: partykit_0.8-4.zip, r-release: partykit_0.8-4.zip, r-oldrel: partykit_0.8-0.zip |
| OS X Snow Leopard binaries: | r-release: partykit_0.8-4.tgz, r-oldrel: partykit_0.8-0.tgz |
| OS X Mavericks binaries: | r-release: partykit_0.8-4.tgz |
| Old sources: | partykit archive |
| Reverse depends: | evtree, NHEMOtree, psychotree, quint, vcrpart |
| Reverse suggests: | HSAUR2, HSAUR3, RWeka |