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>.
| Version: | 1.2-24 |
| Depends: | R (≥ 3.5.0), 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), randomForest |
| Published: | 2025-05-02 |
| DOI: | 10.32614/CRAN.package.partykit |
| Author: | Torsten Hothorn  [aut, cre], Heidi Seibold [ctb], 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 |
| Reverse depends: | ATR, evtree, ggparty, glmertree, ICcforest, lagsarlmtree, missCforest, ODRF, ODT, palmtree, PPtreeViz, psychotree, quint, smbinning, trtf, vcrpart |
| Reverse imports: | C443, C50, causalDT, CERFIT, coat, dipm, eat, etree, fmeffects, forestRK, fusedTree, GNOSIS, gosset, htetree, LLM, localModel, logiBin, LSDirf, LTRCtrees, mboost, MST, networktree, parttree, PlackettLuce, pre, psica, scorecardModelUtils, simPop, stablelearner, StratifiedMedicine, TemporalForest, tidyrules, treeheatr, visTree |
| Reverse suggests: | bcf, betareg, bonsai, buildmer, censored, counterfactuals, data.tree, dlookr, drape, familiar, filtro, HSAUR2, HSAUR3, iml, MachineShop, marginaleffects, mlr3viz, orbital, pdp, plotmo, qeML, r2pmml, RWeka, scGate, shapr, tbm, tidypredict |
| Reverse enhances: | d3r, vip |