| Name : R-hstats
| |
| Version : 1.2.1
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : 1.1
| Date : 2024-09-10 05:39:08
|
| Group : Development/Libraries/Other
| Source RPM : R-hstats-1.2.1-1.1.src.rpm
|
| Size : 0.93 MB
| |
| Packager : (none)
| |
| Summary : Interaction Statistics
|
Description :
Fast, model-agnostic implementation of different H-statistics
introduced by Jerome H. Friedman and Bogdan E. Popescu (2008)
< doi:10.1214/07-AOAS148>. These statistics quantify interaction
strength per feature, feature pair, and feature triple. The package
supports multi-output predictions and can account for case weights. In
addition, several variants of the original statistics are provided. The
shape of the interactions can be explored through partial dependence
plots or individual conditional expectation plots. \'DALEX\' explainers,
meta learners (\'mlr3\', \'tidymodels\', \'caret\') and most other models
work out-of-the-box.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/x86_64 |
