| Name : R-DALEX
| |
| Version : 2.4.3
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.1.7
| Date : 2024-06-14 11:30:22
|
| Group : Development/Libraries/Other
| Source RPM : R-DALEX-2.4.3-lp153.1.7.src.rpm
|
| Size : 1.35 MB
| |
| Packager : (none)
| |
| Summary : moDel Agnostic Language for Exploration and eXplanation
|
Description :
Any unverified black box model is the path to failure. Opaqueness leads
to distrust. Distrust leads to ignoration. Ignoration leads to
rejection. DALEX package xrays any model and helps to explore and
explain its behaviour. Machine Learning (ML) models are widely used and
have various applications in classification or regression. Models
created with boosting, bagging, stacking or similar techniques are
often used due to their high performance. But such black-box models
usually lack direct interpretability. DALEX package contains various
methods that help to understand the link between input variables and
model output. Implemented methods help to explore the model on the
level of a single instance as well as a level of the whole dataset. All
model explainers are model agnostic and can be compared across
different models. DALEX package is the cornerstone for \'DrWhy.AI\'
universe of packages for visual model exploration. Find more details in
(Biecek 2018) < arXiv:1806.08915>.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
