| Name : R-FACT
| |
| Version : 0.1.1
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.3.2
| Date : 2024-06-14 11:57:16
|
| Group : Development/Libraries/Other
| Source RPM : R-FACT-0.1.1-lp153.3.2.src.rpm
|
| Size : 0.20 MB
| |
| Packager : (none)
| |
| Summary : Feature Attributions for ClusTering
|
Description :
We present \'FACT\' (Feature Attributions for ClusTering), a framework
for unsupervised interpretation methods that can be used with an
arbitrary clustering algorithm. The package is capable of re-assigning
instances to clusters (algorithm agnostic), preserves the integrity of
the data and does not introduce additional models. \'FACT\' is inspired
by the principles of model-agnostic interpretation in supervised
learning. Therefore, some of the methods presented are based on \'iml\',
a R Package for Interpretable Machine Learning by Christoph Molnar,
Giuseppe Casalicchio, and Bernd Bischl (2018)
< doi:10.21105/joss.00786>.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
