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.

Package details

AuthorAnna Kozak [aut, cre], Przemyslaw Biecek [aut, ths]
MaintainerAnna Kozak <anna1993kozak@gmail.com>
LicenseGPL-2
Version0.2.1
URL https://github.com/ModelOriented/vivo
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("vivo")

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vivo documentation built on Sept. 7, 2020, 5:09 p.m.