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GMDH2  

Binary Classification via GMDH-Type Neural Network Algorithms
View on CRAN: Click here


Download and install GMDH2 package within the R console
Install from CRAN:
install.packages("GMDH2")

Install from Github:
library("remotes")
install_github("cran/GMDH2")

Install by package version:
library("remotes")
install_version("GMDH2", "1.8")



Attach the package and use:
library("GMDH2")
Maintained by
Osman Dag
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-04-06
Latest Update: 2022-10-26
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, ).
How to cite:
Osman Dag (2018). GMDH2: Binary Classification via GMDH-Type Neural Network Algorithms. R package version 1.8, https://cran.r-project.org/web/packages/GMDH2. Accessed 21 Nov. 2024.
Previous versions and publish date:
1.0 (2018-04-06 18:40), 1.1 (2018-04-14 16:55), 1.2 (2018-04-30 11:10), 1.3 (2018-05-16 00:16), 1.4 (2018-06-23 23:36), 1.5 (2019-07-22 23:40), 1.6 (2021-04-28 06:20), 1.7 (2022-09-06 15:40)
Other packages that cited GMDH2 R package
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Other R packages that GMDH2 depends, imports, suggests or enhances
Complete documentation for GMDH2
Functions, R codes and Examples using the GMDH2 R package
Some associated functions: GMDH . GMDH2 . Table . confMat . cplot2d . cplot3d . dceGMDH . plot.GMDHplot . predict.GMDH . predict.dceGMDH . 
Some associated R codes: GMDH.R . Table.R . confMat.R . cplot2d.R . cplot3d.R . dceGMDH.R . plot.GMDHplot.R . predict.GMDH.R . predict.dceGMDH.R .  Full GMDH2 package functions and examples
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