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) <http://jmlr.org/papers/v16/hothorn15a.html>.

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Description file content

Package
partykit
Title
A Toolkit for Recursive Partytioning
Date
2019-01-28
Version
1.2-3
Description
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) .
Depends
R (>= 3.1.0), 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)
LazyData
yes
License
GPL-2 | GPL-3
URL
RoxygenNote
6.0.1
NeedsCompilation
yes
Packaged
2019-01-31 12:06:57 UTC; hothorn
Author
Torsten Hothorn [aut, cre] (), Heidi Seibold [ctb] (), Achim Zeileis [aut] ()
Maintainer
Torsten Hothorn
Repository
CRAN
Date/Publication
2019-01-31 13:30:02 UTC

install.packages('partykit')

1.2-3

2 months ago

http://partykit.R-Forge.R-project.org/partykit

Torsten Hothorn

GPL-2 | GPL-3

Depends on

R (>= 3.1.0), 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)

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