A Toolbox for Conditional Inference Random Forests

Additions to 'party' package : tools for the interpretation of forests (surrogate trees, prototypes, etc.), feature selection (see Gregorutti et al (2017) , Hapfelmeier and Ulm (2013) , Altmann et al (2010) ) and parallelized versions of conditional forest and variable importance functions.


News

Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("moreparty")

0.2.0 by Nicolas Robette, 4 months ago


Browse source code at https://github.com/cran/moreparty


Authors: Nicolas Robette


Documentation:   PDF Manual  


GPL (>= 2) license


Imports partykit, varImp, plyr, foreach, measures, methods, MASS, iml, pdp, vip, ggplot2, rlang

Depends on party

Suggests doParallel, knitr, rmarkdown, rmdformats, GDAtools, RColorBrewer, caret, pROC, tidyverse, e1071


Imported by GDAtools.


See at CRAN