Last data update: 2014.03.03
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party
Package: party
Title: A Laboratory for Recursive Partytioning
Date: 2015-11-04
Version: 1.0-25
Authors@R: c(person("Torsten", "Hothorn", role = c("aut", "cre"),
email = "Torsten.Hothorn@R-project.org"),
person("Kurt", "Hornik", role = "aut"),
person("Carolin", "Strobl", role = "aut"),
person("Achim", "Zeileis", role = "aut"))
Description: A computational toolbox for recursive partitioning.
The core of the package is ctree(), an implementation of
conditional inference trees which embed tree-structured
regression models into a well defined theory of conditional
inference procedures. This non-parametric class of regression
trees is applicable to all kinds of regression problems, including
nominal, ordinal, numeric, censored as well as multivariate response
variables and arbitrary measurement scales of the covariates.
Based on conditional inference trees, cforest() provides an
implementation of Breiman's random forests. The function mob()
implements an algorithm for recursive partitioning based on
parametric models (e.g. linear models, GLMs or survival
regression) employing parameter instability tests for split
selection. Extensible functionality for visualizing tree-structured
regression models is available.
Depends: R (>= 2.14.0), methods, grid, stats, mvtnorm (>= 1.0-2),
modeltools (>= 0.2-21), strucchange
LinkingTo: mvtnorm
Imports: survival (>= 2.37-7), coin (>= 1.1-0), zoo, sandwich (>=
1.1-1)
Suggests: TH.data (>= 1.0-3), mlbench, colorspace, MASS, vcd, ipred
LazyData: yes
License: GPL-2
URL: http://party.R-forge.R-project.org
NeedsCompilation: yes
Packaged: 2015-11-05 18:26:29 UTC; hothorn
Author: Torsten Hothorn [aut, cre],
Kurt Hornik [aut],
Carolin Strobl [aut],
Achim Zeileis [aut]
Maintainer: Torsten Hothorn <Torsten.Hothorn@R-project.org>
Repository: CRAN
Date/Publication: 2015-11-05 20:04:04
Install log
* installing to library '/home/ddbj/local/lib64/R/library'
* installing *source* package 'party' ...
** package 'party' successfully unpacked and MD5 sums checked
** libs
gcc -I/home/ddbj/local/lib64/R/include -DNDEBUG -I/usr/local/include -I"/home/ddbj/local/lib64/R/library/mvtnorm/include" -fpic -g -O2 -c Classes.c -o Classes.o
gcc -I/home/ddbj/local/lib64/R/include -DNDEBUG -I/usr/local/include -I"/home/ddbj/local/lib64/R/library/mvtnorm/include" -fpic -g -O2 -c Convenience.c -o Convenience.o
gcc -I/home/ddbj/local/lib64/R/include -DNDEBUG -I/usr/local/include -I"/home/ddbj/local/lib64/R/library/mvtnorm/include" -fpic -g -O2 -c Distributions.c -o Distributions.o
gcc -I/home/ddbj/local/lib64/R/include -DNDEBUG -I/usr/local/include -I"/home/ddbj/local/lib64/R/library/mvtnorm/include" -fpic -g -O2 -c IndependenceTest.c -o IndependenceTest.o
gcc -I/home/ddbj/local/lib64/R/include -DNDEBUG -I/usr/local/include -I"/home/ddbj/local/lib64/R/library/mvtnorm/include" -fpic -g -O2 -c LinearStatistic.c -o LinearStatistic.o
gcc -I/home/ddbj/local/lib64/R/include -DNDEBUG -I/usr/local/include -I"/home/ddbj/local/lib64/R/library/mvtnorm/include" -fpic -g -O2 -c Node.c -o Node.o
gcc -I/home/ddbj/local/lib64/R/include -DNDEBUG -I/usr/local/include -I"/home/ddbj/local/lib64/R/library/mvtnorm/include" -fpic -g -O2 -c Predict.c -o Predict.o
gcc -I/home/ddbj/local/lib64/R/include -DNDEBUG -I/usr/local/include -I"/home/ddbj/local/lib64/R/library/mvtnorm/include" -fpic -g -O2 -c RandomForest.c -o RandomForest.o
gcc -I/home/ddbj/local/lib64/R/include -DNDEBUG -I/usr/local/include -I"/home/ddbj/local/lib64/R/library/mvtnorm/include" -fpic -g -O2 -c S3Classes.c -o S3Classes.o
gcc -I/home/ddbj/local/lib64/R/include -DNDEBUG -I/usr/local/include -I"/home/ddbj/local/lib64/R/library/mvtnorm/include" -fpic -g -O2 -c Splits.c -o Splits.o
gcc -I/home/ddbj/local/lib64/R/include -DNDEBUG -I/usr/local/include -I"/home/ddbj/local/lib64/R/library/mvtnorm/include" -fpic -g -O2 -c SurrogateSplits.c -o SurrogateSplits.o
gcc -I/home/ddbj/local/lib64/R/include -DNDEBUG -I/usr/local/include -I"/home/ddbj/local/lib64/R/library/mvtnorm/include" -fpic -g -O2 -c TestStatistic.c -o TestStatistic.o
gcc -I/home/ddbj/local/lib64/R/include -DNDEBUG -I/usr/local/include -I"/home/ddbj/local/lib64/R/library/mvtnorm/include" -fpic -g -O2 -c TreeGrow.c -o TreeGrow.o
gcc -I/home/ddbj/local/lib64/R/include -DNDEBUG -I/usr/local/include -I"/home/ddbj/local/lib64/R/library/mvtnorm/include" -fpic -g -O2 -c Utils.c -o Utils.o
gcc -shared -L/home/ddbj/local/lib64/R/lib -L/usr/local/lib64 -o party.so Classes.o Convenience.o Distributions.o IndependenceTest.o LinearStatistic.o Node.o Predict.o RandomForest.o S3Classes.o Splits.o SurrogateSplits.o TestStatistic.o TreeGrow.o Utils.o -L/home/ddbj/local/lib64/R/lib -lRlapack -L/home/ddbj/local/lib64/R/lib -lRblas -lgfortran -lm -lquadmath -L/home/ddbj/local/lib64/R/lib -lR
installing to /home/ddbj/local/lib64/R/library/party/libs
** R
** data
*** moving datasets to lazyload DB
** demo
** inst
** preparing package for lazy loading
** help
*** installing help indices
converting help for package 'party'
finding HTML links ... done
BinaryTree-class html
finding level-2 HTML links ... done
ForestControl-class html
LearningSample-class html
RandomForest-class html
SplittingNode-class html
Transformations html
TreeControl-class html
cforest html
cforest_control html
ctree html
ctree_control html
ctree_memory html
fit-methods html
initVariableFrame-methods html
initialize-methods html
mob html
mob_control html
panelfunctions html
party_intern html
plot.BinaryTree html
plot.mob html
prettytree html
readingSkills html
reweight html
varimp html
** building package indices
** installing vignettes
** testing if installed package can be loaded
* DONE (party)
Making 'packages.html' ... done
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