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moreparty

A Toolbox for Conditional Inference Trees and Random Forests

Installation

About

Additions to 'party' and 'partykit' packages : tools for the interpretation of forests (surrogate trees, prototypes, etc.), feature selection (see Gregorutti et al (2017) , Hapfelmeier and Ulm (2013) doi:10.1016/j.csda.2012.09.020, Altmann et al (2010) doi:10.1093/bioinformatics/btq134) and parallelized versions of conditional forest and variable importance functions. Also modules and a shiny app for conditional inference trees.

Key Metrics

Version 0.4
R ≥ 3.5.0
Published 2023-11-22 319 days ago
Needs compilation? no
License GPL-2
License GPL-3
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Maintainer

Maintainer

Nicolas Robette

Authors

Nicolas Robette

Material

README
NEWS
Reference manual
Package source

Vignettes

[en] An example of recursive partitioning with Titanic data

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

moreparty archive

Depends

R ≥ 3.5.0
party

Imports

partykit
varImp
plyr
foreach
measures
methods
MASS
iml
pdp
vip ≥ 0.4.1
ggplot2
rlang
shiny
shinyWidgets
rclipboard
DT
datamods
phosphoricons

Suggests

doParallel
knitr
rmarkdown
rmdformats
descriptio
RColorBrewer
caret
pROC
dplyr
e1071