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) <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:
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