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cff-version: 1.2.0
message: 'To cite package "GMDH2" in publications use:'
type: software
license: GPL-2.0-or-later
title: 'GMDH2: Binary Classification via GMDH-Type Neural Network Algorithms'
version: '1.8'
doi: 10.32614/CRAN.package.GMDH2
abstract: 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>).
authors:
- family-names: Dag
  given-names: Osman
  email: osman.dag@outlook.com
- family-names: Karabulut
  given-names: Erdem
- family-names: Alpar
  given-names: Reha
repository: https://osmandag.r-universe.dev
commit: cc1996c8d9337bb6339a58a575fcbd8cca66f829
url: http://www.softmed.hacettepe.edu.tr/GMDH2
date-released: '2022-10-26'
contact:
- family-names: Dag
  given-names: Osman
  email: osman.dag@outlook.com