| Name : R-sisal
| |
| Version : 0.48
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : 2.49
| Date : 2024-08-05 21:26:21
|
| Group : Development/Libraries/Other
| Source RPM : R-sisal-0.48-2.49.src.rpm
|
| Size : 0.62 MB
| |
| Packager : (none)
| |
| Summary : Sequential Input Selection Algorithm
|
Description :
Implements the SISAL algorithm by Tikka and Hollmén. It is a sequential
backward selection algorithm which uses a linear model in a
cross-validation setting. Starting from the full model, one variable at
a time is removed based on the regression coefficients. From this set
of models, a parsimonious (sparse) model is found by choosing the model
with the smallest number of variables among those models where the
validation error is smaller than a threshold. Also implements
extensions which explore larger parts of the search space and/or use
ridge regression instead of ordinary least squares.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/x86_64 |
