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GMDH2

Binary Classification via GMDH-Type Neural Network Algorithms

v1.8 · Oct 26, 2022 · GPL (>= 2)

Description

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>).

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CRAN Check Status

2 NOTE
12 OK
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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)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Osman Dag <osman.dag@outlook.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Osman",
                      family = "Dag",
                      role = c("aut", "cre"),
                      email = "osman.dag@outlook.com"),
               person(given = "Erdem",
                      family = "Karabulut",
                      role = "aut"),
               person(given = "Reha",
                      family = "Alpar",
                      role = "aut"),
               person(given = "Merve",
                      family = "Kasikci",
                      role = "ctb"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Osman Dag <osman.dag@outlook.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Osman",
                      family = "Dag",
                      role = c("aut", "cre"),
                      email = "osman.dag@outlook.com"),
               person(given = "Erdem",
                      family = "Karabulut",
                      role = "aut"),
               person(given = "Reha",
                      family = "Alpar",
                      role = "aut"),
               person(given = "Merve",
                      family = "Kasikci",
                      role = "ctb"))
as necessary.

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Osman Dag <osman.dag@outlook.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Osman",
                      family = "Dag",
                      role = c("aut", "cre"),
                 
...[truncated]...
"),
               person(given = "Reha",
                      family = "Alpar",
                      role = "aut"),
               person(given = "Merve",
                      family = "Kasikci",
                      role = "ctb"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Osman Dag <osman.dag@outlook.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Osman",
                      family = "Dag",
                      role = c("aut", "cre"),
                 
...[truncated]...
"),
               person(given = "Reha",
                      family = "Alpar",
                      role = "aut"),
               person(given = "Merve",
                      family = "Kasikci",
                      role = "ctb"))
as necessary.

Dependency Network

Dependencies Reverse dependencies e1071 randomForest glmnet nnet MASS plotly magrittr xtable GMDH2

Version History

new 1.8 Mar 10, 2026
updated 1.8 ← 1.7 diff Oct 25, 2022
updated 1.7 ← 1.6 diff Sep 5, 2022
updated 1.6 ← 1.5 diff Apr 27, 2021
updated 1.5 ← 1.4 diff Jul 21, 2019
updated 1.4 ← 1.3 diff Jun 22, 2018
updated 1.3 ← 1.2 diff May 15, 2018
updated 1.2 ← 1.1 diff Apr 29, 2018
updated 1.1 ← 1.0 diff Apr 13, 2018
new 1.0 Apr 5, 2018