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CRAN: Package vivo

vivo: 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.

Version: 0.2.1 Depends: R (≥ 3.0) Imports: ggplot2, DALEX Suggests: knitr, rmarkdown, mlbench, randomForest, gridExtra, grid, lattice, testthat, ingredients Published: 2020-09-07 DOI: 10.32614/CRAN.package.vivo Author: Anna Kozak [aut, cre], Przemyslaw Biecek [aut, ths] Maintainer: Anna Kozak <anna1993kozak at gmail.com> BugReports: https://github.com/ModelOriented/vivo/issues License: GPL-2 URL: https://github.com/ModelOriented/vivo NeedsCompilation: no Materials: README, NEWS CRAN checks: vivo results Documentation: Downloads: Linking:

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