vivo (0.1.1)

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Local Variable Importance via Oscillations of Ceteris Paribus Profiles.

https://github.com/ModelOriented/vivo
http://cran.r-project.org/web/packages/vivo

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.

Maintainer: Anna Kozak
Author(s): Anna Kozak [aut, cre], Przemyslaw Biecek [aut, ths]

License: GPL-2

Uses: DALEX, dplyr, ggplot2, ingredients, lattice, mlbench, randomForest, testthat, gridExtra, knitr, rmarkdown

Released 2 months ago.


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