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: |
1.2-22 |
| 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: |
2024-08-17 |
| 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, model4you, ODRF, ODT, palmtree, PPtreeViz, psychotree, quint, smbinning, trtf, vcrpart |
| Reverse imports: |
C443, C50, CERFIT, CGPfunctions, coat, dipm, eat, etree, fmeffects, forestRK, glmtree, GNOSIS, gosset, htetree, LLM, localModel, logiBin, LSDirf, LTRCforests, LTRCtrees, mboost, moreparty, MST, networktree, Pigengene, PlackettLuce, pre, psica, scorecardModelUtils, simPop, stablelearner, StratifiedMedicine, tidyrules, treeheatr, visTree |
| Reverse suggests: |
bcf, betareg, bonsai, buildmer, censored, counterfactuals, data.tree, dlookr, drape, familiar, flowml, HSAUR2, HSAUR3, iml, MachineShop, marginaleffects, mlr3viz, pdp, plotmo, PPtreeregViz, qeML, r2pmml, RWeka, scGate, shapr, tbm, tidypredict |
| Reverse enhances: |
d3r, vip |