partykit: A Toolkit for Recursive Partytioning

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. A description of this package was published by Hothorn and Zeileis (2015) <http://jmlr.org/papers/v16/hothorn15a.html>.

Version: 1.2-2
Depends: R (≥ 3.1.0), graphics, grid, libcoin (≥ 1.0-0), mvtnorm
Imports: grDevices, stats, utils, survival, Formula (≥ 1.2-1), inum (≥ 1.0-0), rpart (≥ 4.1-11)
Suggests: XML, pmml, rJava, sandwich, strucchange, vcd, AER, mlbench, TH.data (≥ 1.0-3), coin (≥ 1.1-0), RWeka (≥ 0.4-19), datasets, parallel, psychotools (≥ 0.3-0), psychotree, party (≥ 1.3-0)
Published: 2018-06-05
Author: Torsten Hothorn ORCID iD [aut, cre], Heidi Seibold ORCID iD [ctb], Achim Zeileis ORCID iD [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

Downloads:

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_1.2-2.tar.gz
Windows binaries: r-devel: partykit_1.2-2.zip, r-release: partykit_1.2-2.zip, r-oldrel: partykit_1.2-2.zip
OS X binaries: r-release: partykit_1.2-2.tgz, r-oldrel: partykit_1.2-1.tgz
Old sources: partykit archive

Reverse dependencies:

Reverse depends: ATR, dtree, evtree, glmertree, lagsarlmtree, model4you, NHEMOtree, palmtree, PPtreeViz, psychotree, quint, smbinning, trtf, vcrpart
Reverse imports: C443, C50, iml, LLM, logiBin, LTRCtrees, mboost, MST, PlackettLuce, pre, scorecardModelUtils
Reverse suggests: betareg, data.tree, HSAUR2, HSAUR3, pdp, RWeka, vip
Reverse enhances: d3r

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