| Name : R-FADA
| |
| Version : 1.3.5
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.6.7
| Date : 2024-06-14 11:40:26
|
| Group : Development/Libraries/Other
| Source RPM : R-FADA-1.3.5-lp153.6.7.src.rpm
|
| Size : 1.96 MB
| |
| Packager : (none)
| |
| Summary : Variable Selection for Supervised Classification in High Dimension
|
Description :
The functions provided in the FADA (Factor Adjusted Discriminant
Analysis) package aim at performing supervised classification of
high-dimensional and correlated profiles. The procedure combines a
decorrelation step based on a factor modeling of the dependence among
covariates and a classification method. The available methods are Lasso
regularized logistic model (see Friedman et al. (2010)), sparse linear
discriminant analysis (see Clemmensen et al. (2011)), shrinkage linear
and diagonal discriminant analysis (see M. Ahdesmaki et al. (2010)).
More methods of classification can be used on the decorrelated data
provided by the package FADA.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
