Recursive Partitioning and Regression Trees

Recursive partitioning for classification, regression and survival trees. An implementation of most of the functionality of the 1984 book by Breiman, Friedman, Olshen and Stone.


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install.packages("rpart")

4.1-11 by Brian Ripley, 5 months ago


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


Authors: Terry Therneau [aut], Beth Atkinson [aut], Brian Ripley [aut, trl, cre] (author of initial R port)


Documentation:   PDF Manual  


Task views: Analysis of Ecological and Environmental Data, Machine Learning & Statistical Learning, Multivariate Statistics, Survival Analysis


GPL-2 | GPL-3 license


Depends on graphics, stats, grDevices

Suggests survival


Imported by BCA, Biocomb, CADStat, CORElearn, CorReg, DMwR, DMwR2, Dforest, FFTrees, HMP, Harvest.Tree, Hmisc, JOUSBoost, LTRCtrees, MergeGUI, Modeler, NoiseFiltersR, PSAboot, PredPsych, RcmdrPlugin.BCA, RecordLinkage, SSDM, SubgrpID, SurvRank, VSURF, aVirtualTwins, autoBagging, biomod2, bnclassify, bst, chemmodlab, dprep, ebmc, fastAdaboost, fifer, gamclass, gencve, hybridEnsemble, ibmdbR, imputeR, ipred, mfe, mice, mopa, radiant.model, rminer, rms, rotationForest, semtree, simputation, sperrorest, statisticalModeling, supclust, synthpop, vcrpart.

Depended on by AntAngioCOOL, DStree, DidacticBoost, GENEAclassify, GPLTR, NHEMOtree, PSAgraphics, REEMtree, ada, adabag, chemometrics, dtree, fda.usc, gamlss.add, iBST, maboost, maptree, multiPIM, quint, regclass, rpart.plot, rpart.utils, rpartScore, spatstat, spc4sts, treeClust.

Suggested by BatchExperiments, BiodiversityR, CALIBERrfimpute, ChemometricsWithR, DAAG, Daim, DynTxRegime, FRESA.CAD, FSelector, FSelectorRcpp, GSIF, HSAUR, HSAUR2, HSAUR3, HandTill2001, MatchIt, ModelGood, OpenML, PivotalR, R2HTML, ROSE, SuperLearner, UBL, arsenal, aslib, aurelius, batchtools, caTools, candisc, caretEnsemble, catdata, classifly, crtests, doParallel, doSNOW, e1071, emil, evtree, flacco, fscaret, ggdendro, ggplot2, klaR, languageR, lulcc, mboost, medflex, metaheur, mlr, mlrMBO, naniar, partools, partykit, pdp, pec, plotmo, pmml, preprocomb, purge, rattle, recipes, riskRegression, subsemble, utiml, visNetwork.

Enhanced by d3r, dendextend, sfsmisc.


See at CRAN