partykit: A Toolkit for Recursive Partytioning
Version 1.2-0

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) .

Browse man pages Browse package API and functions Browse package files

AuthorTorsten Hothorn [aut, cre], Heidi Seibold [ctb], Achim Zeileis [aut]
Date of publication2017-05-15 10:28:17
MaintainerTorsten Hothorn <Torsten.Hothorn@R-project.org>
LicenseGPL-2 | GPL-3
Version1.2-0
URL http://partykit.R-Forge.R-project.org/partykit
Package repositoryView on R-Forge
InstallationInstall the latest version of this package by entering the following in R:
install.packages("partykit", repos="http://R-Forge.R-project.org")

Man pages

cforest: Conditional Random Forests
ctree: Conditional Inference Trees
ctree_control: Control for Conditional Inference Trees
glmtree_R1: Generalized Linear Model Trees
HuntingSpiders: Abundance of Hunting Spiders
lmtree_R1: Linear Model Trees
mob_control_R1: Control Parameters for Model-Based Partitioning
mob_R1: Model-based Recursive Partitioning
model.frame.rpart: Model Frame Method for rpart
nodeapply: Apply Functions Over Nodes
nodeids: Extract Node Identifiers
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
varimp: Variable Importance
WeatherPlay: Weather Conditions and Playing a Game

Functions

HuntingSpiders Man page
WeatherPlay Man page
[.party Man page
[.partynode Man page
[[.party Man page
[[.partynode Man page
apply_to_models Source code
as.constparty Man page Source code
as.list.partynode Man page Source code
as.party Man page Source code
as.party.Weka_tree Man page Source code
as.party.XMLNode Man page Source code
as.party.rpart Man page Source code
as.partynode Man page Source code
as.partynode.list Man page Source code
as.partynode.partynode Man page Source code
as.simpleparty Man page Source code
as.simpleparty.XMLNode Man page Source code
as.simpleparty.constparty Man page Source code
as.simpleparty.party Man page Source code
as.simpleparty.simpleparty Man page Source code
breaks_split Man page Source code
cforest Man page Source code
character_split Man page Source code
coef.modelparty Man page Source code
constparties Source code
create_cond_list Source code
ctree Man page Source code
ctree_control Man page Source code
ctree_test_split Source code
ctreetrafo Source code
data_party Man page Source code
data_party.default Man page Source code
depth.party Man page Source code
depth.partynode Man page Source code
deviance.modelparty Man page Source code
edge_simple Man page Source code
fitted.modelparty Man page Source code
fitted_node Man page Source code
fluct_test_split Source code
formatinfo_node Man page Source code
formula.modelparty Man page Source code
formula.party Source code
getCall.modelparty Man page Source code
getCall.party Man page Source code
get_path Source code
get_psplits Source code
gettree Man page Source code
gettree.cforest Man page Source code
glmfit Source code
glmtree Man page Source code
id_node Man page Source code
index_split Man page Source code
info_node Man page Source code
info_split Man page Source code
is.constparty Man page Source code
is.partynode Man page Source code
is.simpleparty Man page Source code
is.terminal Man page Source code
is.terminal.partynode Man page Source code
kidids_node Man page Source code
kidids_split Man page Source code
kids_node Man page Source code
length.party Man page Source code
length.partynode Man page Source code
list.rules.party Source code
lmfit Source code
lmtree Man page Source code
logLik.constparty Source code
logLik.modelparty Man page Source code
logrank_trafo Source code
make_formatinfo_simpleparty Source code
median_survival_time Source code
miscls Source code
mob Man page Source code
mob_control Man page Source code
mob_grow_getlevels Source code Source code
mob_partynode Source code
model.frame.modelparty Man page Source code
model.frame.party Source code
model.frame.rpart Man page Source code
modelparty Man page
names.party Man page Source code
names<-.party Man page
names_party Source code
nobs.modelparty Man page Source code
nobs_party Source code
node_barplot Man page Source code
node_bivplot Man page Source code
node_boxplot Man page Source code
node_ecdf Man page Source code
node_inner Man page Source code
node_mvar Man page Source code
node_party Man page Source code
node_surv Man page Source code
node_terminal Man page Source code
nodeapply Man page Source code
nodeapply.party Man page Source code
nodeapply.partynode Man page Source code
nodeids Man page Source code
nodeids.party Man page Source code
nodeids.partynode Man page Source code
nodeprune Man page Source code
nodeprune.default Source code
nodeprune.party Man page Source code
nodeprune.partynode Man page Source code
objfun_test_split Source code
panelfunctions Man page
party Man page Source code
party-coercion Man page
party-methods Man page
party-plot Man page
party-predict Man page
partynode Man page Source code
partynode-methods Man page
partysplit Man page Source code
perturb Source code
plot.constparty Man page Source code
plot.glmtree Man page Source code
plot.lmtree Man page Source code
plot.modelparty Man page Source code
plot.party Man page Source code
plot.simpleparty Man page Source code
plot_node Source code
pmmlTreeModel Man page Source code
pred_Surv Source code
pred_Surv_response Source code
pred_density Source code
pred_ecdf Source code
pred_factor Source code
pred_factor_response Source code
pred_numeric_response Source code
pred_quantile Source code
predict.cforest Man page Source code
predict.glmtree Man page Source code
predict.lmtree Man page Source code
predict.modelparty Man page Source code
predict.party Man page Source code
predict_party Man page Source code
predict_party.constparty Man page Source code
predict_party.default Man page Source code
predict_party.simpleparty Man page Source code
predict_party_constparty Source code
print.constparty Man page Source code
print.glmtree Man page Source code
print.lmtree Man page Source code
print.modelparty Man page Source code
print.party Man page Source code
print.partynode Man page Source code
print.simpleparty Man page Source code
prob_split Man page Source code
prune.modelparty Source code
refit.modelparty Man page Source code
resample Source code
residuals.modelparty Man page Source code
right_split Man page Source code
sctest.constparty Man page Source code
sctest.modelparty Man page Source code
simplify_pred Source code
split_node Man page Source code
summary.modelparty Man page Source code
surrogates_node Man page Source code
urp_control Source code
urp_fit Source code
urp_fit_1d Source code
urp_fit_2d Source code
urp_node Source code
urp_surrogates Source code
urp_tree Source code
varid_split Man page Source code
varimp Man page Source code
varimp.cforest Man page Source code
varimp.constparty Man page Source code
weights.modelparty Man page Source code
width Man page Source code
width.party Man page Source code
width.partynode Man page Source code
y2infl Source code

Files

DESCRIPTION
NAMESPACE
R
R/as.party.R
R/cforest.R
R/ctree.R
R/glmtree_R1.R
R/lmtree_R1.R
R/mob-plot_R1.R
R/mob-pvalue.R
R/modelparty_R1.R
R/node.R
R/party.R
R/plot.R
R/pmmlTreeModel.R
R/print.R
R/prune_R1.R
R/simpleparty.R
R/split.R
R/urp.R
R/utils.R
R/varimp.R
build
build/vignette.rds
cleanup
data
data/HuntingSpiders.rda
data/WeatherPlay.rda
demo
demo/00Index
demo/memory-speed.R
inst
inst/CITATION
inst/NEWS.Rd
inst/doc
inst/doc/constparty.R
inst/doc/constparty.Rnw
inst/doc/constparty.pdf
inst/doc/ctree.R
inst/doc/ctree.Rnw
inst/doc/ctree.pdf
inst/doc/mob.R
inst/doc/mob.Rnw
inst/doc/mob.pdf
inst/doc/partykit.R
inst/doc/partykit.Rnw
inst/doc/partykit.pdf
inst/pmml
inst/pmml/airq.pmml
inst/pmml/bbbc.pmml
inst/pmml/iris.pmml
inst/pmml/ttnc.pmml
inst/pmml/ttnc2.pmml
man
man/HuntingSpiders.Rd
man/WeatherPlay.Rd
man/cforest.Rd
man/ctree.Rd
man/ctree_control.Rd
man/glmtree_R1.Rd
man/lmtree_R1.Rd
man/mob_R1.Rd
man/mob_control_R1.Rd
man/model.frame.rpart.Rd
man/nodeapply.Rd
man/nodeids.Rd
man/panelfunctions.Rd
man/party-coercion.Rd
man/party-methods.Rd
man/party-plot.Rd
man/party-predict.Rd
man/party.Rd
man/partynode-methods.Rd
man/partynode.Rd
man/partysplit.Rd
man/varimp.Rd
tests
tests/bugfixes.R
tests/bugfixes.Rout.save
tests/regtest-MIA.R
tests/regtest-MIA.Rout.save
tests/regtest-ctree.R
tests/regtest-ctree.Rout.save
tests/regtest-nmax.R
tests/regtest-nmax.Rout.save
tests/regtest-node.R
tests/regtest-node.Rout.save
tests/regtest-party-random.R
tests/regtest-party.R
tests/regtest-party.Rout.save
tests/regtest-split.R
tests/regtest-split.Rout.save
tests/regtest-varimp.R
tests/regtest-varimp.Rout.save
vignettes
vignettes/constparty.Rnw
vignettes/constparty.Rout.save
vignettes/ctree.Rnw
vignettes/ctree.Rout.save
vignettes/mob.Rnw
vignettes/party.bib
vignettes/partykit.Rnw
vignettes/partykit.Rout.save
partykit documentation built on May 21, 2017, 1:28 a.m.