vivo: Variable Importance via Oscillations (original) (raw)
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 |
| 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 |
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