STPGA
Selection of Training Populations by Genetic Algorithm
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.
Downloads
230
Last 30 days
19868th
633
Last 90 days
3.2K
Last year
Trend: -9.5% (30d vs prior 30d)
CRAN Check Status
Show all 14 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | NOTE |
| r-devel-linux-x86_64-debian-gcc | NOTE |
| 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 |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (2 non-OK)
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.
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.
Check History
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
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.
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.