R Observatory: Metrics for STPGA version 5.2.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

STPGA

5.2.1Package record

Selection of Training Populations by Genetic Algorithm

0packages depend

2.9Kdownloads / year

–test coverage

11/13flavors OK

Overview

About

Maintained by Deniz AkdemirCRAN page ↗

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.

Install

R (CRAN)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("STPGA", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-stpga

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-STPGA

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-STPGA

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

2NOTE11OK

Check messages

NOTECRAN incoming feasibilityr-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc

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 check page ↗

Slowest check: 2.1 min · r-oldrel-windows-x86_64

Status changes

NOTE11 OK, 2 NOTE2026-09-08
ERROR10 OK, 2 NOTE, 1 ERROR2026-09-07
NOTE12 OK, 2 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 5.2.1

READMENoVignettesNoNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 11includes a package overview page
Examples that run: 17%1 run in a plain check · 5 never run
Exported functions with examples: 86%
Documented parameters: 97%
Return-value docs: 100%
Help pages citing references: 18%

How these are measured

Downloads

2.9K

CRAN downloads in the past year

Rank #12,638 · ~8/day · ~243/mo

Releases R versions

Daily download trend is not available in this view yet.

31730 days

89490 days

2.9K1 year

Compare downloads with other packages →

Also on65 r2u7 autocran

How downloads are counted

Dependencies

Declared dependencies

10 external dependencies (excludes base and recommended)

Installing STPGA adds 13 packages (6 with compiled code, 5.4 MB of source tarballs). Heaviest: farver 1.2 MB, viridisLite 1.2 MB, rlang 766 KB.

Depends (6)

R >= 2.10AlgDesign scales scatterplot3d emoagrDevices

Imports (0)

none

LinkingTo (0)

none

Suggests (7)

R.rsp EMMREML quadprog UsingR glmnet leapsMatrix

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

Datasets

People & History

People (from the free-text Author field) (1)

Deniz Akdemir

Maintainer since 1.0 (2014)

Releases (8)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
5.2.1Latest
record
2018-11-24 · current release · diff ↗
5.2
record
2018-09-21 · diff ↗
5.1
record
2018-08-16 · diff ↗ ·
added 7 exports
GenAlgForSubsetSelectionMONoTest, GenAlgForSubsetSelectionMO, disttoideal, dist_to_test, dist_to_test2, neg_dist_in_train, neg_dist_in_train2
5.0
record
2018-07-22 · diff ↗ ·
added 16 exports
CDMEAN0, CDMEAN2, CDMEANMM, PEVMEAN0, PEVMEAN2, PEVMEANMM, GAUSSMEANMM, PEVMAX, PEVMAX0, PEVMAX2, CDMAX, CDMAX0, CDMAX2, GOPTPEV, GOPTPEV2, Amat.pieces
R
R 3.5.0 released · 2018-04-23
R
R 3.4.0 released · 2017-04-21
4.0
record
2017-03-02 · diff ↗ ·
removed 1 export
pattern:^[[:alpha:]]+

added 7 exports
GenAlgForSubsetSelection, GenAlgForSubsetSelectionNoTest, AOPT, CDMEAN, DOPT, EOPT, PEVMEAN
3.0
record
2016-08-09 · diff ↗

Show 5 earlier eventsHide 5 earlier events

2.0
record
2016-05-05 · diff ↗
R
R 3.3.0 released · 2016-05-03
R
R 3.2.0 released · 2015-04-16
1.0
record
2014-05-31
R
R 3.1.0 released · 2014-04-10

Package metadata

First published: 2014-05-31
Total releases: 8 / 12 yrs
License: GPL-3 OSI
Minimum R: ≥ 2.10
Bundled data: 390 KB / 1 file
Download size: 409 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("STPGA")

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for STPGA version 5.2.1 [Data set]. HJJB, LLC. Data release v2026-10-24. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-24, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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