GMDH2
Binary Classification via GMDH-Type Neural Network Algorithms
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
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 (14 non-OK)
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.
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.
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Check History
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
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",
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",