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.


Reference manual

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0.2.1 by Nicolas Robette, 3 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

See at CRAN