CRAN/E | vivo

vivo

Variable Importance via Oscillations

Installation

About

Provides an easy to calculate local variable importance measure based on Ceteris Paribus profile and global variable importance measure based on Partial Dependence Profiles.

github.com/ModelOriented/vivo
Bug report File report

Key Metrics

Version 0.2.1
R ≥ 3.0
Published 2020-09-07 1320 days ago
Needs compilation? no
License GPL-2
CRAN checks vivo results

Downloads

Yesterday 21 0%
Last 7 days 46 -40%
Last 30 days 247 +15%
Last 90 days 875 +49%
Last 365 days 2.691 -2%

Maintainer

Maintainer

Anna Kozak

anna1993kozak@gmail.com

Authors

Anna Kozak

aut / cre

Przemyslaw Biecek

aut / ths

Material

README
NEWS
Reference manual
Package source

Vignettes

Example of global variable importance
Example of local variable importance

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

vivo archive

Depends

R ≥ 3.0

Imports

ggplot2
DALEX

Suggests

knitr
rmarkdown
mlbench
randomForest
gridExtra
grid
lattice
testthat
ingredients