nicolas-robette/moreparty: A Toolbox for Conditional Inference Trees and Random Forests

Additions to 'party' and 'partykit' packages : tools for the interpretation of forests (surrogate trees, prototypes, etc.), feature selection (see Gregorutti et al (2017) <arXiv:1310.5726>, 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.

Getting started

Package details

AuthorNicolas Robette
MaintainerNicolas Robette <nicolas.robette@uvsq.fr>
LicenseGPL (>= 2)
Version0.4
URL https://nicolas-robette.github.io/moreparty/ https://github.com/nicolas-robette/moreparty
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("nicolas-robette/moreparty")
nicolas-robette/moreparty documentation built on April 10, 2024, 2:24 p.m.