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: |
0.4.2 |
| 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, rmdformats, descriptio, GDAtools, RColorBrewer, caret, pROC, dplyr, e1071, patchwork, scales |
| Published: |
2025-09-12 |
| DOI: |
10.32614/CRAN.package.moreparty |
| Author: |
Nicolas Robette [aut, cre] |
| Maintainer: |
Nicolas Robette <nicolas.robette at uvsq.fr> |
| BugReports: |
https://framagit.org/nicolas-robette/moreparty/-/issues |
| License: |
GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: |
https://framagit.org/nicolas-robette/moreparty,
https://nicolas-robette.frama.io/moreparty/ |
| NeedsCompilation: |
no |
| Citation: |
moreparty citation info |
| Materials: |
README, NEWS |
| CRAN checks: |
moreparty results |