vivid: Variable Importance and Variable Interaction Displays (original) (raw)
A suite of plots for displaying variable importance and two-way variable interaction jointly. Can also display partial dependence plots laid out in a pairs plot or 'zenplots' style.
| Version: | 0.3.0 |
|---|---|
| Imports: | condvis2, ggplot2, GGally, RColorBrewer, colorspace, stats, DendSer, dplyr, igraph, flashlight, ggnewscale, sp, gtable |
| Suggests: | intergraph (≥ 2.0-2), network (≥ 1.12.0), sna (≥ 2.3-2), mlr, MASS, tidymodels, e1071, gridExtra, mlr3, mlr3learners, scales, ranger, vip, randomForest, testthat (≥ 3.0.0), labeling, zenplots, covr, xgboost, bartMachine, caret, gbm, keras |
| Published: | 2025-08-23 |
| DOI: | 10.32614/CRAN.package.vivid |
| Author: | Alan Inglis [aut, cre], Andrew Parnell [aut], Catherine Hurley [aut] |
| Maintainer: | Alan Inglis <alan.n.inglis at gmail.com> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://alaninglis.github.io/vivid/ |
| NeedsCompilation: | no |
| Language: | en-US |
| Citation: | vivid citation info |
| Materials: | README, NEWS |
| CRAN checks: | vivid results |
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