Local Variable Importance via Oscillations of Ceteris Paribus Profiles

Provides an easy to calculate variable importance measure based on Ceteris Paribus plot and is calculated in eight variants. We obtain eight variants measure through the possible combinations of three parameters such as absolute_deviation, point and density.


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install.packages("vivo")

0.1.1 by Anna Kozak, 3 months 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, dplyr, ingredients, DALEX

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


See at CRAN