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.

Package details

AuthorNicolas Robette
MaintainerNicolas Robette <nicolas.robette@uvsq.fr>
LicenseGPL (>= 2)
Version0.3
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("moreparty")

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moreparty documentation built on June 15, 2022, 5:18 p.m.