[aut, cre],
Heidi Seibold
[ctb],
Achim Zeileis
[aut]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: | 1.2-9 |
| 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) |
| Published: | 2020-07-10 |
| 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 |
| 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_1.2-9.tar.gz |
| Windows binaries: | r-devel: partykit_1.2-9.zip, r-release: partykit_1.2-9.zip, r-oldrel: partykit_1.2-9.zip |
| macOS binaries: | r-release: partykit_1.2-9.tgz, r-oldrel: partykit_1.2-9.tgz |
| Old sources: | partykit archive |
| Reverse depends: | ATR, dtree, evtree, ggparty, glmertree, ICcforest, lagsarlmtree, model4you, palmtree, PPtreeViz, psychotree, quint, smbinning, trtf, vcrpart |
| Reverse imports: | C443, C50, CGPfunctions, forestRK, glmtree, LLM, localModel, logiBin, LTRCforests, LTRCtrees, mboost, moreparty, MST, networktree, Pigengene, PlackettLuce, pre, psica, scorecardModelUtils, stablelearner, StratifiedMedicine, tidyrules, treeheatr, visTree |
| Reverse suggests: | betareg, buildmer, data.tree, HSAUR2, HSAUR3, iml, MachineShop, pdp, plotmo, r2pmml, RWeka, tbm, tidypredict, vip |
| Reverse enhances: | d3r |
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