| Name : R-sirus
| |
| Version : 0.3.3
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp154.6.5
| Date : 2024-09-10 20:23:13
|
| Group : Development/Libraries/Other
| Source RPM : R-sirus-0.3.3-lp154.6.5.src.rpm
|
| Size : 0.86 MB
| |
| Packager : https://www_suse_com/
| |
| Summary : Stable and Interpretable RUle Set
|
Description :
A regression and classification algorithm based on random forests,
which takes the form of a short list of rules. SIRUS combines the
simplicity of decision trees with a predictivity close to random
forests. The core aggregation principle of random forests is kept, but
instead of aggregating predictions, SIRUS aggregates the forest
structure: the most frequent nodes of the forest are selected to form a
stable rule ensemble model. The algorithm is fully described in the
following articles: Benard C., Biau G., da Veiga S., Scornet E. (2021),
Electron. J. Statist., 15:427-505 < DOI:10.1214/20-EJS1792> for
classification, and Benard C., Biau G., da Veiga S., Scornet E. (2021),
AISTATS, PMLR 130:937-945
< http://proceedings.mlr.press/v130/benard21a>, for regression. This R
package is a fork from the project ranger
(< https://github.com/imbs-hl/ranger>).
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/15.4/x86_64 |
