partykit: A Toolkit for Recursive Partytioning

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.

Install the latest version of this package by entering the following in R:
install.packages("partykit")
AuthorTorsten Hothorn [aut, cre], Achim Zeileis [aut]
Date of publication2016-09-20 15:39:04
MaintainerTorsten Hothorn <Torsten.Hothorn@R-project.org>
LicenseGPL-2 | GPL-3
Version1.1-1
http://partykit.R-Forge.R-project.org/partykit

View on CRAN

Functions

as.constparty Man page
as.list.partynode Man page
as.party Man page
as.partynode Man page
as.partynode.list Man page
as.partynode.partynode Man page
as.party.rpart Man page
as.party.Weka_tree Man page
as.party.XMLNode Man page
as.simpleparty Man page
as.simpleparty.constparty Man page
as.simpleparty.party Man page
as.simpleparty.simpleparty Man page
as.simpleparty.XMLNode Man page
breaks_split Man page
cforest Man page
character_split Man page
coef.modelparty Man page
coef.palmtree Man page
ctree Man page
ctree_control Man page
data_party Man page
data_party.default Man page
depth.party Man page
depth.partynode Man page
deviance.modelparty Man page
edge_simple Man page
fitted.modelparty Man page
fitted_node Man page
formatinfo_node Man page
formula.modelparty Man page
getCall.modelparty Man page
getCall.party Man page
glmtree Man page
HuntingSpiders Man page
id_node Man page
index_split Man page
info_node Man page
info_split Man page
is.constparty Man page
is.partynode Man page
is.simpleparty Man page
is.terminal Man page
is.terminal.partynode Man page
kidids_node Man page
kidids_split Man page
kids_node Man page
length.party Man page
length.partynode Man page
lmtree Man page
logLik.modelparty Man page
logLik.palmtree Man page
mob Man page
mob_control Man page
model.frame.modelparty Man page
model.frame.rpart Man page
modelparty Man page
names<-.party Man page
names.party Man page
nobs.modelparty Man page
nodeapply Man page
nodeapply.party Man page
nodeapply.partynode Man page
node_barplot Man page
node_bivplot Man page
node_boxplot Man page
node_ecdf Man page
nodeids Man page
nodeids.party Man page
nodeids.partynode Man page
node_inner Man page
node_mvar Man page
node_party Man page
nodeprune Man page
nodeprune.party Man page
nodeprune.partynode Man page
node_surv Man page
node_terminal Man page
palmtree Man page
panelfunctions Man page
party Man page
[.party Man page
[[.party Man page
party-coercion Man page
party-methods Man page
partynode Man page
[.partynode Man page
[[.partynode Man page
partynode-methods Man page
party-plot Man page
party-predict Man page
partysplit Man page
plot.constparty Man page
plot.glmtree Man page
plot.lmtree Man page
plot.modelparty Man page
plot.palmtree Man page
plot.party Man page
plot.simpleparty Man page
pmmlTreeModel Man page
predict.cforest Man page
predict.glmtree Man page
predict.lmtree Man page
predict.modelparty Man page
predict.palmtree Man page
predict_party Man page
predict.party Man page
predict_party.constparty Man page
predict_party.default Man page
predict_party.simpleparty Man page
print.constparty Man page
print.glmtree Man page
print.lmtree Man page
print.modelparty Man page
print.palmtree Man page
print.party Man page
print.partynode Man page
print.simpleparty Man page
prob_split Man page
refit.modelparty Man page
residuals.modelparty Man page
right_split Man page
sctest.constparty Man page
sctest.modelparty Man page
split_node Man page
summary.modelparty Man page
surrogates_node Man page
varid_split Man page
WeatherPlay Man page
weights.modelparty Man page
width Man page
width.party Man page
width.partynode Man page

Files

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

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.