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) < https://jmlr.org/papers/v16/hothorn15a.html>.


Reference manual

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install.packages("partykit")

1.3-0 by Torsten Hothorn, 2 months ago


https://codeberg.org/thothorn/partykit


Report a bug at https://codeberg.org/thothorn/partykit/issues


Browse source code at https://github.com/cran/partykit


Authors: Torsten Hothorn [aut, cre] (ORCID: , Heidi Seibold [ctb] , Achim Zeileis [aut]


Documentation:   PDF Manual  


GPL-2 | GPL-3 license


Imports grDevices, stats, utils, survival, Formula, inum, rpart, strucchange, utils.1

Depends on graphics, grid, libcoin, mvtnorm

Suggests XML, rJava, sandwich, vcd, TH.data, mlbench, AER, coin, party, RWeka, datasets, parallel, psychotools, psychotree, randomForest, knitr, bibtex


Imported by C443, C50, CERFIT, LSDirf, LTRCtrees, MST, PlackettLuce, StratifiedMedicine, TemporalForest, causalDT, coat, ctreeMI, dipm, eat, etree, fmeffects, funcml, fusedTree, glmtree, gosset, htetree, insurancerating, localModel, logiBin, longitree, lorax, mboost, networktree, parttree, pre, psica, scorecardModelUtils, simPop, stablelearner, survalis, tidyrules, treeheatr, visTree.

Depended on by ATR, ICcforest, ODRF, ODT, PPtreeViz, evtree, ggparty, glmertree, grmtree, lagsarlmtree, missCforest, model4you, palmtree, psychotree, quint, smbinning, trtf, vcrpart.

Suggested by HSAUR2, HSAUR3, MachineShop, RWeka, bcf, betareg, bonsai, buildmer, censored, chaidr, civic.icarm, counterfactuals, data.tree, dlookr, drape, e2tree, easyRasch2, filtro, flexsynth, futurize, iml, marginaleffects, mlr3viz, orbital, plotmo, progressify, qeML, r2pmml, riskutility, rtemis, scGate, shapr, tbm, tidypredict, xplainfi.

Enhanced by d3r.


See at CRAN