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.


Reference manual

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0.1.0 by Alan Inglis, a month ago

Browse source code at

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