Variable Importance via Oscillations

Provides an easy to calculate local variable importance measure based on Ceteris Paribus profile and global variable importance measure based on Partial Dependence Profiles.


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install.packages("vivo")

0.2.0 by Anna Kozak, 5 days ago


https://github.com/ModelOriented/vivo


Report a bug at https://github.com/ModelOriented/vivo/issues


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


Authors: Anna Kozak [aut, cre] , Przemyslaw Biecek [aut, ths]


Documentation:   PDF Manual  


GPL-2 license


Imports ggplot2, ingredients, DALEX

Suggests knitr, rmarkdown, mlbench, randomForest, gridExtra, grid, lattice, testthat


See at CRAN