Package: GMDH2
Type: Package
Title: Binary Classification via GMDH-Type Neural Network Algorithms
Version: 1.8
Date: 2022-10-26
Depends: R (>= 3.2.2)
Imports: e1071, utils, graphics, stats, randomForest, glmnet, nnet,
        MASS, plotly, magrittr, xtable
Suggests: mlbench
Author: Osman Dag [aut, cre], Erdem Karabulut [aut], Reha Alpar [aut],
        Merve Kasikci [ctb]
Maintainer: Osman Dag <osman.dag@outlook.com>
URL: http://www.softmed.hacettepe.edu.tr/GMDH2
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>).
License: GPL (>= 2)
NeedsCompilation: no
Packaged: 2026-10-12 09:04:10 UTC; root
Config/pak/sysreqs: cmake make libicu-dev libuv1-dev libssl-dev
Repository: https://osmandag.r-universe.dev
Date/Publication: 2022-10-26 14:27:52 UTC
RemoteUrl: https://github.com/cran/GMDH2
RemoteRef: HEAD
RemoteSha: cc1996c8d9337bb6339a58a575fcbd8cca66f829