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subselect (version 0.1-1)

Selecting variable subsets.

Description

A collection of functions which assess the quality of variable subsets as surrogates for a full data set, and search for subsets which are optimal under various criteria.

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Version

Install

install.packages('subselect')

Monthly Downloads

1,465

Version

0.1-1

License

GPL

Maintainer

Jorge Cadima

Last Published

March 31st, 2025

Functions in subselect (0.1-1)

rm.coef

COMPUTES THE RM COEFFICIENT IN THE CONTEXT OF VARIABLE SUBSET SELECTION

full.k.search

VALUES OF THE RM, GCD AND RV COEFFICIENTS FOR ALL k-VARIABLE SUBSETS OF A DATA SET

genetic

GENETIC ALGORITHM FOR AN OPTIMAL k-VARIABLE SUBSET

improve

RESTRICTED LOCAL IMPROVEMENT SEARCH FOR AN OPTIMAL k-VARIABLE SUBSET

rv.coef

COMPUTES THE RV-COEFFICIENT FOR VARIABLE SUBSET SELECTION

gcd.coef

COMPUTES YANAI'S GCD FOR THE VARIABLE-SUBSET SELECTION PROBLEM

anneal

SIMULATED ANNEALING SEARCH FOR AN OPTIMAL k-VARIABLE SUBSET