| Name : R-iBreakDown
| |
| Version : 2.1.2
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp155.1.1
| Date : 2023-12-05 22:43:42
|
| Group : Development/Libraries/Other
| Source RPM : R-iBreakDown-2.1.2-lp155.1.1.src.rpm
|
| Size : 0.88 MB
| |
| Packager : https://www_suse_com/
| |
| Summary : Model Agnostic Instance Level Variable Attributions
|
Description :
Model agnostic tool for decomposition of predictions from black boxes.
Supports additive attributions and attributions with interactions. The
Break Down Table shows contributions of every variable to a final
prediction. The Break Down Plot presents variable contributions in a
concise graphical way. This package works for classification and
regression models. It is an extension of the \'breakDown\' package
(Staniak and Biecek 2018) < doi:10.32614/RJ-2018-072>, with new and
faster strategies for orderings. It supports interactions in
explanations and has interactive visuals (implemented with \'D3.js\'
library). The methodology behind is described in the \'iBreakDown\'
article (Gosiewska and Biecek 2019) < arXiv:1903.11420> This package is
a part of the \'DrWhy.AI\' universe (Biecek 2018) < arXiv:1806.08915>.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/15.5/x86_64 |
