| Name : R-BCBCSF
| |
| Version : 1.0.1
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : 2.58
| Date : 2024-08-29 00:31:21
|
| Group : Development/Libraries/Other
| Source RPM : R-BCBCSF-1.0.1-2.58.src.rpm
|
| Size : 0.70 MB
| |
| Packager : (none)
| |
| Summary : Bias-Corrected Bayesian Classification with Selected Features
|
Description :
Fully Bayesian Classification with a subset of high-dimensional
features, such as expression levels of genes. The data are modeled with
a hierarchical Bayesian models using heavy-tailed t distributions as
priors. When a large number of features are available, one may like to
select only a subset of features to use, typically those features
strongly correlated with the response in training cases. Such a feature
selection procedure is however invalid since the relationship between
the response and the features has be exaggerated by feature selection.
This package provides a way to avoid this bias and yield
better-calibrated predictions for future cases when one uses
F-statistic to select features.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/x86_64 |
