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.


Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.


0.1.2 by Anna Kozak, a month ago


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