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: | 1.1-1 |
| Depends: | R (≥ 3.1.0), graphics, grid |
| Imports: | grDevices, stats, utils, survival, Formula (≥ 1.2-1) |
| Suggests: | XML, pmml, rJava, rpart, mvtnorm, sandwich, strucchange, vcd, AER, mlbench, TH.data (≥ 1.0-3), coin (≥ 1.1-0), RWeka (≥ 0.4-19), datasets, parallel, psychotools, psychotree |
| Published: | 2016-09-20 |
| 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_1.1-1.tar.gz |
| Windows binaries: | r-devel: partykit_1.1-1.zip, r-release: partykit_1.1-1.zip, r-oldrel: partykit_1.1-1.zip |
| OS X Mavericks binaries: | r-release: partykit_1.0-5.tgz, r-oldrel: partykit_1.0-5.tgz |
| Old sources: | partykit archive |
| Reverse depends: | evtree, NHEMOtree, PPtreeViz, pre, psychotree, quint, smbinning, vcrpart |
| Reverse imports: | C50, LTRCtrees, MST |
| Reverse suggests: | betareg, binst, data.tree, HSAUR2, HSAUR3, pdp, RWeka |
| Reverse enhances: | d3r |
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