| Name : R-varrank
| |
| Version : 0.5
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.1.8
| Date : 2024-06-14 11:23:25
|
| Group : Development/Libraries/Other
| Source RPM : R-varrank-0.5-lp153.1.8.src.rpm
|
| Size : 0.54 MB
| |
| Packager : (none)
| |
| Summary : Heuristics Tools Based on Mutual Information for Variable Ranking
|
Description :
A computational toolbox of heuristics approaches for performing
variable ranking and feature selection based on mutual information well
adapted for multivariate system epidemiology datasets. The core
function is a general implementation of the minimum redundancy maximum
relevance model. R. Battiti (1994) < doi:10.1109/72.298224>. Continuous
variables are discretized using a large choice of rule. Variables
ranking can be learned with a sequential forward/backward search
algorithm. The two main problems that can be addressed by this package
is the selection of the most representative variable within a group of
variables of interest (i.e. dimension reduction) and variable ranking
with respect to a set of features of interest.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
