Package: D2MCS
Type: Package
Title: Data Driving Multiple Classifier System
Version: 1.0.1
Authors@R: 
    c(person(given = "David", 
             family = "Ruano-Ordás",
             role = c("aut","ctb"),
             email = "drordas@uvigo.es"),
      person(given = "Miguel", 
             family = "Ferreiro-Díaz", 
             role = c("aut","cre"),
             email = "miguel.ferreiro.diaz@gmail.com"),
      person(given = "José Ramón", 
             family = "Méndez",
             role = c("aut","ctb"),
             email = "moncho.mendez@uvigo.es"),
      person(given = "University of Vigo", 
             role = c("cph")))
Description: 
        Provides a novel framework to able to automatically develop and deploy
    an accurate Multiple Classifier System based on the feature-clustering 
    distribution achieved from an input dataset. 'D2MCS' was developed focused on 
    four main aspects: (i) the ability to determine an effective method to 
    evaluate the independence of features, (ii) the identification of the 
    optimal number of feature clusters, (iii) the training and tuning of ML 
    models and (iv) the execution of voting schemes to combine the outputs of 
    each classifier comprising the Multiple  Classifier System.
Date: 2022-08-22
License: GPL-3
URL: https://github.com/drordas/D2MCS
BugReports: https://github.com/drordas/D2MCS/issues
Depends: R (>= 4.2)
Imports: caret, devtools, dplyr, FSelector, ggplot2, ggrepel,
        gridExtra, infotheo, mccr, mltools, ModelMetrics, questionr,
        recipes, R6, tictoc, varhandle
Suggests: grDevices, knitr, rmarkdown, testthat (>= 3.0.2)
VignetteBuilder: knitr
RoxygenNote: 7.2.1
Encoding: UTF-8
NeedsCompilation: no
Config/testthat/edition: 2
Packaged: 2022-08-23 11:11:05 UTC; Maite
Author: David Ruano-Ordás [aut, ctb],
  Miguel Ferreiro-Díaz [aut, cre],
  José Ramón Méndez [aut, ctb],
  University of Vigo [cph]
Maintainer: Miguel Ferreiro-Díaz <miguel.ferreiro.diaz@gmail.com>
Repository: CRAN
Date/Publication: 2022-08-23 11:40:02 UTC
Built: R 4.3.3; ; 2025-04-07 03:53:09 UTC; windows
