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.


Reference manual

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0.2.1 by Anna Kozak, a year ago

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

Documentation:   PDF Manual  

GPL-2 license

Imports ggplot2, DALEX

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

See at CRAN