Additions to 'party' and 'partykit' packages : tools for the interpretation of forests (surrogate trees, prototypes, etc.), feature selection (see Gregorutti et al (2017) <doi:10.48550/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.
Version: 0.4 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 Published: 2023-11-22 DOI: 10.32614/CRAN.package.moreparty Author: Nicolas Robette Maintainer: Nicolas Robette <nicolas.robette at uvsq.fr> License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] NeedsCompilation: no Materials: README NEWS CRAN checks: moreparty results Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=moreparty to link to this page.
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