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STPGA

Selection of Training Populations by Genetic Algorithm

v5.2.1 · Nov 24, 2018 · GPL-3

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.

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r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
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CRAN incoming feasibility

Maintainer: ‘Deniz Akdemir <deniz.akdemir.work@gmail.com>’

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  Authors@R: person(given = "Deniz",
                    family = "Akdemir",
                    role = c("aut", "cre"),
                    email = "deniz.akdemir.work@gmail.com")
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NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Deniz Akdemir <deniz.akdemir.work@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Deniz",
                    family = "Akdemir",
                    role = c("aut", "cre"),
                    email = "deniz.akdemir.work@gmail.com")
as necessary.
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Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Deniz Akdemir <deniz.akdemir.work@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Deniz",
                    family = "Akdemir",
                    role = c("aut", "cre"),
                    email = "deniz.akdemir.work@gmail.com")
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Deniz Akdemir <deniz.akdemir.work@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Deniz",
                    family = "Akdemir",
                    role = c("aut", "cre"),
                    email = "deniz.akdemir.work@gmail.com")
as necessary.

Dependency Network

Dependencies Reverse dependencies AlgDesign scales scatterplot3d emoa STPGA

Version History

new 5.2.1 Mar 9, 2026