| Name : R-flashlight
| |
| Version : 0.9.0
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp154.2.1
| Date : 2024-06-08 00:32:36
|
| Group : Development/Libraries/Other
| Source RPM : R-flashlight-0.9.0-lp154.2.1.src.rpm
|
| Size : 1.76 MB
| |
| Packager : https://www_suse_com/
| |
| Summary : Shed Light on Black Box Machine Learning Models
|
Description :
Shed light on black box machine learning models by the help of model
performance, variable importance, global surrogate models, ICE
profiles, partial dependence (Friedman J. H. (2001)
< doi:10.1214/aos/1013203451>), accumulated local effects (Apley D. W.
(2016) < arXiv:1612.08468>), further effects plots, interaction
strength, and variable contribution breakdown (Gosiewska and Biecek
(2019) < arxiv:1903.11420>). All tools are implemented to work with
case weights and allow for stratified analysis. Furthermore, multiple
flashlights can be combined and analyzed together.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/15.4/x86_64 |
