Model agnostic tool for decomposition of predictions from black boxes.
Break Down Table shows contributions of every variable to a final prediction.
Break Down Plot presents variable contributions in a concise graphical way.
This package work for binary classifiers and general regression models.
| Version: |
0.2.2 |
| Depends: |
R (≥ 3.0) |
| Imports: |
ggplot2 |
| Suggests: |
knitr, rmarkdown, e1071, kernlab, xgboost, caret, randomForest, DALEX, ranger, testthat |
| Published: |
2024-03-11 |
| DOI: |
10.32614/CRAN.package.breakDown |
| Author: |
Przemyslaw Biecek [aut, cre],
Aleksandra Grudziaz [ctb] |
| Maintainer: |
Przemyslaw Biecek <przemyslaw.biecek at gmail.com> |
| BugReports: |
https://github.com/pbiecek/breakDown/issues |
| License: |
GPL-2 |
| URL: |
https://pbiecek.github.io/breakDown/ |
| NeedsCompilation: |
no |
| Citation: |
breakDown citation info |
| Materials: |
NEWS |
| CRAN checks: |
breakDown results |