| Name : R-flashlight
| |
| Version : 0.9.0
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.2.2
| Date : 2024-06-14 11:59:06
|
| Group : Development/Libraries/Other
| Source RPM : R-flashlight-0.9.0-lp153.2.2.src.rpm
|
| Size : 1.77 MB
| |
| Packager : (none)
| |
| 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/openSUSE_Leap_15.3/x86_64 |
