CRAN/E | partykit

partykit

A Toolkit for Recursive Partytioning

Installation

About

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) .

Citation partykit citation info
partykit.r-forge.r-project.org/partykit/

Key Metrics

Version 1.2-20
R ≥ 3.5.0
Published 2023-04-14 539 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks partykit results

Downloads

Yesterday 958 -6%
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Last 90 days 96.519 +29%
Last 365 days 316.243 -8%

Maintainer

Maintainer

Torsten Hothorn

Authors

Torsten Hothorn

aut / cre

Heidi Seibold

ctb

Achim Zeileis

aut

Material

NEWS
Reference manual
Package source

In Views

MachineLearning

Vignettes

Constant Partying: Growing and Handling Trees with Constant Fits
ctree: Conditional Inference Trees
Parties, Models, Mobsters: A New Implementation of Model-Based Recursive Partitioning in R
partykit: A Toolkit for Recursive Partytioning

macOS

r-devel

arm64

r-release

arm64

r-oldrel

arm64

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

partykit archive

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

Reverse Depends

ATR
evtree
ggparty
glmertree
ICcforest
lagsarlmtree
missCforest
model4you
ODRF
palmtree
PPtreeViz
psychotree
quint
smbinning
trtf

Reverse Imports

C443
C50
CERFIT
CGPfunctions
dipm
dlookr
eat
etree
forestRK
glmtree
gosset
LLM
localModel
logiBin
LTRCtrees
mboost
moreparty
MST
networktree
Pigengene
PlackettLuce
pre
psica
scorecardModelUtils
stablelearner
StratifiedMedicine
tidyrules
treeheatr
visTree

Reverse Suggests

betareg
bonsai
buildmer
censored
counterfactuals
data.tree
familiar
HSAUR2
HSAUR3
iml
MachineShop
mlr3viz
pdp
plotmo
PPtreeregViz
r2pmml
RWeka
scGate
shapr
tbm
tidypredict
treemisc
vip

Reverse Enhances

d3r