STPGA

5.2.1

Selection of Training Populations by Genetic Algorithm

0packages depend

3.5Kdownloads / year

–test coverage

11/13checks pass

Overview

About

Maintained by Deniz AkdemirFirst published 2014-05-318 releasesCRAN 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)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.

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

# 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).

Health

CRAN checks

2NOTE11OK

Failing flavors

NOTE r-devel-linux-x86_64-debian-clang
NOTE r-devel-linux-x86_64-debian-gcc

Slowest check: 1.3 min · r-oldrel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

Dependencies · direct

Check history

NOTE2026-03-10
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 17%
Documented parameters: 97%
Return-value docs: 100%
References docs: 18%

Downloads

3.5K

CRAN downloads in the past year

Rank #13,180 · ~10/day · ~289/mo

Releases R versions

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26230 days

78990 days

3.5K1 year

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Also on92 r2u30 autocran

Dependencies

Declared dependencies

10 external dependencies (excludes base and recommended)

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.

Code & Tests

Datasets

People & History

People (0)

Author records are not tracked yet for this package.

Listed in earlier versions (1)

Deniz Akdemir

no longer listed · 1.0 to 5.2.1

Package Timeline

8 releases. Pick two to compare their code metrics. R releases are shown for context.

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
2018-11-24 · current release · diff ↗
5.2
2018-09-21 · diff ↗
5.1
2018-08-16 · diff ↗
5.0
2018-07-22 · diff ↗
R
R 3.5.0 released · 2018-04-23
R
R 3.4.0 released · 2017-04-21
4.0
2017-03-02 · diff ↗
3.0
2016-08-09 · diff ↗

Show 5 earlier events

2.0
2016-05-05 · diff ↗
R
R 3.3.0 released · 2016-05-03
R
R 3.2.0 released · 2015-04-16
1.0
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
Installed size: not tracked yet
With dependencies: not tracked yet

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