Variable Importance and Variable Interaction Displays

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.


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install.packages("vivid")

0.2.2 by Alan Inglis, 16 days ago


Browse source code at https://github.com/cran/vivid


Authors: Alan Inglis [aut, cre] , Andrew Parnell [aut] , Catherine Hurley [aut]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports condvis2, ggplot2, GGally, RColorBrewer, colorspace, stats, DendSer, ggalt, dplyr, igraph, flashlight, ggnewscale, tidyr

Suggests intergraph, network, sna, mlr, MASS, tidymodels, e1071, gridExtra, lemon, mlr3, mlr3learners, sp, scales, ranger, vip, knitr, rmarkdown, randomForest, testthat, labeling, zenplots, covr


See at CRAN