| Name : R-survex
| |
| Version : 1.2.0
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.4.3
| Date : 2024-06-14 12:14:11
|
| Group : Development/Libraries/Other
| Source RPM : R-survex-1.2.0-lp153.4.3.src.rpm
|
| Size : 1.17 MB
| |
| Packager : (none)
| |
| Summary : Explainable Machine Learning in Survival Analysis
|
Description :
Survival analysis models are commonly used in medicine and other areas.
Many of them are too complex to be interpreted by human. Exploration
and explanation is needed, but standard methods do not give a broad
enough picture. \'survex\' provides easy-to-apply methods for explaining
survival models, both complex black-boxes and simpler statistical
models. They include methods specific to survival analysis such as
SurvSHAP(t) introduced in Krzyzinski et al., (2023)
< doi:10.1016/j.knosys.2022.110234>, SurvLIME described in Kovalev et
al., (2020) < doi:10.1016/j.knosys.2020.106164> as well as extensions of
existing ones described in Biecek et al., (2021)
< doi:10.1201/9780429027192>.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
