partykit: A Toolkit for Recursive Partytioning

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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.

Author
Torsten Hothorn [aut, cre], Achim Zeileis [aut]
Date of publication
2016-09-20 15:39:04
Maintainer
Torsten Hothorn <Torsten.Hothorn@R-project.org>
License
GPL-2 | GPL-3
Version
1.1-1
URLs

View on CRAN

Man pages

cforest
Conditional Random Forests
ctree
Conditional Inference Trees
ctree_control
Control for Conditional Inference Trees
glmtree
Generalized Linear Model Trees
HuntingSpiders
Abundance of Hunting Spiders
lmtree
Linear Model Trees
mob
Model-based Recursive Partitioning
mob_control
Control Parameters for Model-Based Partitioning
model.frame.rpart
Model Frame Method for rpart
nodeapply
Apply Functions Over Nodes
nodeids
Extract Node Identifiers
palmtree
Partially Additive (Generalized) Linear Model Trees
panelfunctions
Panel-Generators for Visualization of Party Trees
party
Recursive Partytioning
party-coercion
Coercion Functions
party-methods
Methods for Party Objects
partynode
Inner and Terminal Nodes
partynode-methods
Methods for Node Objects
party-plot
Visualization of Trees
party-predict
Tree Predictions
partysplit
Binary and Multiway Splits
WeatherPlay
Weather Conditions and Playing a Game

Files in this package

partykit
partykit/inst
partykit/inst/CITATION
partykit/inst/NEWS.Rd
partykit/inst/pmml
partykit/inst/pmml/bbbc.pmml
partykit/inst/pmml/iris.pmml
partykit/inst/pmml/ttnc2.pmml
partykit/inst/pmml/airq.pmml
partykit/inst/pmml/ttnc.pmml
partykit/inst/doc
partykit/inst/doc/ctree.pdf
partykit/inst/doc/ctree.Rnw
partykit/inst/doc/partykit.R
partykit/inst/doc/mob.pdf
partykit/inst/doc/mob.R
partykit/inst/doc/mob.Rnw
partykit/inst/doc/constparty.R
partykit/inst/doc/constparty.Rnw
partykit/inst/doc/constparty.pdf
partykit/inst/doc/ctree.R
partykit/inst/doc/partykit.Rnw
partykit/inst/doc/partykit.pdf
partykit/tests
partykit/tests/regtest-party.R
partykit/tests/regtest-split.Rout.save
partykit/tests/regtest-split.R
partykit/tests/regtest-ctree.Rout.save
partykit/tests/results-regtest.Rda
partykit/tests/regtest-party.Rout.save
partykit/tests/bugfixes.Rout.save
partykit/tests/regtest-node.Rout.save
partykit/tests/regtest-party-random.R
partykit/tests/regtest-ctree.R
partykit/tests/regtest-node.R
partykit/tests/bugfixes.R
partykit/src
partykit/src/ctreeteststat.c
partykit/src/ctreesplit.c
partykit/src/ctreelinstat.h
partykit/src/ctree.h
partykit/src/ctreeutils.c
partykit/src/ctreesplit.h
partykit/src/ctreelinstat.c
partykit/src/ctreeteststat.h
partykit/src/ctreeutils.h
partykit/src/ctreecall.c
partykit/NAMESPACE
partykit/demo
partykit/demo/memory-speed.R
partykit/demo/00Index
partykit/data
partykit/data/WeatherPlay.rda
partykit/data/HuntingSpiders.rda
partykit/R
partykit/R/pmmlTreeModel.R
partykit/R/utils.R
partykit/R/mob-pvalue.R
partykit/R/plot.R
partykit/R/as.party.R
partykit/R/modelparty.R
partykit/R/node.R
partykit/R/print.R
partykit/R/simpleparty.R
partykit/R/mob-plot.R
partykit/R/lmtree.R
partykit/R/glmtree.R
partykit/R/ctree.R
partykit/R/split.R
partykit/R/cforest.R
partykit/R/party.R
partykit/R/palmtree.R
partykit/vignettes
partykit/vignettes/partykit.Rout.save
partykit/vignettes/ctree.Rnw
partykit/vignettes/ctree.Rout.save
partykit/vignettes/mob.Rnw
partykit/vignettes/constparty.Rout.save
partykit/vignettes/constparty.Rnw
partykit/vignettes/partykit.Rnw
partykit/vignettes/party.bib
partykit/MD5
partykit/build
partykit/build/vignette.rds
partykit/DESCRIPTION
partykit/man
partykit/man/model.frame.rpart.Rd
partykit/man/party.Rd
partykit/man/palmtree.Rd
partykit/man/panelfunctions.Rd
partykit/man/mob_control.Rd
partykit/man/party-methods.Rd
partykit/man/partysplit.Rd
partykit/man/ctree_control.Rd
partykit/man/lmtree.Rd
partykit/man/mob.Rd
partykit/man/glmtree.Rd
partykit/man/nodeapply.Rd
partykit/man/party-predict.Rd
partykit/man/partynode-methods.Rd
partykit/man/cforest.Rd
partykit/man/ctree.Rd
partykit/man/party-plot.Rd
partykit/man/WeatherPlay.Rd
partykit/man/HuntingSpiders.Rd
partykit/man/nodeids.Rd
partykit/man/party-coercion.Rd
partykit/man/partynode.Rd
partykit/cleanup