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. A description of this package was published
by Hothorn and Zeileis (2015) <https://jmlr.org/papers/v16/hothorn15a.html>.
Version:
1.2-24
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
Published:
2025年05月02日
Maintainer:
Torsten Hothorn <Torsten.Hothorn at R-project.org>
NeedsCompilation:
yes
Documentation:
Downloads:
Reverse dependencies:
Reverse depends:
ATR,
evtree,
ggparty,
glmertree,
ICcforest,
lagsarlmtree,
missCforest,
model4you,
ODRF,
ODT,
palmtree,
PPtreeViz,
psychotree,
quint,
smbinning,
trtf,
vcrpart
Reverse imports:
C443,
C50,
causalDT,
CERFIT,
coat,
dipm,
eat,
etree,
fmeffects,
forestRK,
fusedTree,
GNOSIS,
gosset,
htetree,
LLM,
localModel,
logiBin,
LSDirf,
LTRCtrees,
mboost,
moreparty,
MST,
networktree,
parttree,
PlackettLuce,
pre,
psica,
scorecardModelUtils,
simPop,
stablelearner,
StratifiedMedicine,
tidyrules,
treeheatr,
visTree
Reverse suggests:
bcf,
betareg,
bonsai,
buildmer,
censored,
counterfactuals,
data.tree,
dlookr,
drape,
familiar,
filtro,
flowml,
HSAUR2,
HSAUR3,
iml,
MachineShop,
marginaleffects,
mlr3viz,
orbital,
pdp,
plotmo,
qeML,
r2pmml,
RWeka,
scGate,
shapr,
tbm,
tidypredict
Linking:
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https://CRAN.R-project.org/package=partykit
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