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STPGA
View on CRAN: Click
here
Download and install STPGA package within the R console
Install from CRAN:
install.packages("STPGA")
Install from Github:
library("remotes")
install_github("cran/STPGA")
Install by package version:
library("remotes")
install_version("STPGA", "5.2.1")
Attach the package and use:
library("STPGA")
Maintained by
Deniz Akdemir
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2014-05-31
Latest Update: 2018-11-24
Description:
Combining Predictive Analytics and Experimental Design to Optimize Results. To be utilized to select a test data calibrated training population in high dimensional prediction problems and assumes that the explanatory variables are observed for all of the individuals. Once a "good" training set is identified, the response variable can be obtained only for this set to build a model for predicting the response in the test set. The algorithms in the package can be tweaked to solve some other subset selection problems.
How to cite:
Deniz Akdemir (2014). STPGA: Selection of Training Populations by Genetic Algorithm. R package version 5.2.1, https://cran.r-project.org/web/packages/STPGA. Accessed 07 Nov. 2024.
Previous versions and publish date:
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Other R packages that STPGA depends,
imports, suggests or enhances
Complete documentation for STPGA
Functions, R codes and Examples using
the STPGA R package
Some associated functions: Amat.pieces . CRITERIA . GenAlgForSubsetSelection . GenAlgForSubsetSelectionMO . GenAlgForSubsetSelectionMONoTest . GenAlgForSubsetSelectionNoTest . GenerateCrossesfromElites . STPGA-package . WheatData . disttoideal . makeonecross .
Some associated R codes: AOPT.R . Amatinpieces.R . CDMAX.R . CDMAX0.R . CDMAX2.R . CDMEAN.R . CDMEAN0.R . CDMEAN2.R . CDMEANMM.R . DOPT.R . DistanceBasedCriteria.R . EOPT.R . GAUSSMEANMM.R . GOPTPEV.R . GOPTPEV2.R . GenAlgForSubsetSelection.R . GenAlgForSubsetSelectionMO.R . GenAlgForSubsetSelectionMONoTest.R . GenAlgForSubsetSelectionNoTest.R . GenerateCrossesfromElites.R . PEVMAX.R . PEVMAX0.R . PEVMAX2.R . PEVMEAN.R . PEVMEAN0.R . PEVMEAN2.R . PEVMEANMM.R . disttoideal.R . makeonecross.R . Full STPGA package functions and examples
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