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 resultsRetroSearch is an open source project built by @garambo | Open a GitHub Issue
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