Additions to 'party' package : tools for the interpretation of forests (surrogate trees, prototypes, etc.), feature selection (see Gregorutti et al (2017) <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.
| Version: |
0.2.0 |
| Depends: |
R (≥ 3.5.0), party |
| Imports: |
partykit, varImp, plyr, foreach, measures, methods, MASS, iml, pdp, vip, ggplot2, rlang |
| Suggests: |
doParallel, knitr, rmarkdown, rmdformats, GDAtools, RColorBrewer, caret, pROC, tidyverse, e1071 |
| Published: |
2020-06-05 |
| 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 |