GMDH2

1.8

Binary Classification via GMDH-Type Neural Network Algorithms

0packages depend

3.3Kdownloads / year

–test coverage

11/13checks pass

Overview

About

Maintained by Osman DagFirst published 2018-04-069 releasesCRAN page ↗

Performs binary classification via Group Method of Data Handling (GMDH) - type neural network algorithms. There exist two main algorithms available in GMDH() and dceGMDH() functions. GMDH() performs classification via GMDH algorithm for a binary response and returns important variables. dceGMDH() performs classification via diverse classifiers ensemble based on GMDH (dce-GMDH) algorithm. Also, the package produces a well-formatted table of descriptives for a binary response. Moreover, it produces confusion matrix, its related statistics and scatter plot (2D and 3D) with classification labels of binary classes to assess the prediction performance. All 'GMDH2' functions are designed for a binary response (Dag et al., 2019, https://download.atlantis-press.com/article/125911202.pdf).

Install

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

install.packages("GMDH2", 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-gmdh2

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

# 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-GMDH2

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-GMDH2

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: 3.0 min · r-devel-linux-x86_64-fedora-clang

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

Dependencies · direct

Check history

NOTE2026-06-09
11 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
11 OK · 1 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-03-10
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 83%
References docs: 20%

Downloads

3.3K

CRAN downloads in the past year

Rank #15,010 · ~9/day · ~276/mo

Releases R versions

Daily download trend is not available in this view yet.

24430 days

74490 days

3.3K1 year

Compare downloads with other packages →

Also on93 r2u18 autocran

Dependencies

Declared dependencies

7 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.2.2

Imports (11)

e1071utilsgraphicsstatsrandomForest glmnetnnetMASSplotly magrittr xtable

LinkingTo (0)

none

Suggests (1)

mlbench

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (0)

Author records are not tracked yet for this package.

Listed in earlier versions (4)

Reha Alpar

no longer listed · 1.0 to 1.8

Osman Dag

no longer listed · 1.0 to 1.8

Erdem Karabulut

no longer listed · 1.0 to 1.8

Merve Kasikci

no longer listed · 1.6 to 1.8

Package Timeline

9 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
1.8Latest
2022-10-26 · current release · diff ↗
1.7
2022-09-06 · diff ↗
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
1.6
2021-04-28 · diff ↗
R
R 4.0.0 released · 2020-04-24
1.5
2019-07-22 · diff ↗
R
R 3.6.0 released · 2019-04-26
1.4
2018-06-23 · diff ↗
1.3
2018-05-16 · diff ↗
1.2
2018-04-30 · diff ↗
R
R 3.5.0 released · 2018-04-23

Show 3 earlier events

1.1
2018-04-14 · diff ↗
1.0
2018-04-06
R
R 3.4.0 released · 2017-04-21

Package metadata

First published: 2018-04-06
Total releases: 9 / 8 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 3.2.2
Download size: 14 KB
Installed size: not tracked yet
With dependencies: not tracked yet

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