Package: FuzzyClass
Title: Fuzzy and Non-Fuzzy Classifiers
Version: 0.1.7
Authors@R: 
    c(person("Jodavid", "Ferreira", email = "jodavid@protonmail.com",role = c("aut","cre"), comment = c(ORCID = "0000-0002-2131-6464")),
      person("Ronei", "Moraes", email = "ronei@de.ufpb.br",role = c("ctb"), comment = c(ORCID = "0000-0001-8436-8950")),
      person("Liliane", "Machado", email = "liliane@di.ufpb.br",role = c("ctb"), comment = c(ORCID = "0000-0002-1182-2929")),
      person("Arthur", "Ricardo", email = "arthur.ricardo17@gmail.com",role = c("ctb")),
      person("Isaac", "Araújo", email = "isaac.sebastian@academico.ufpb.br",role = c("ctb")))
Description: It provides classifiers which can be used for discrete variables and for continuous variables based on the Naive Bayes and Fuzzy Naive Bayes hypothesis. Those methods were developed by researchers belong to the 'Laboratory of Technologies for Virtual Teaching and Statistics (LabTEVE)' and 'Laboratory of Applied Statistics to Image Processing and Geoprocessing (LEAPIG)' at 'Federal University of Paraiba, Brazil'. They considered some statistical distributions and their papers were published in the scientific literature, as for instance, the Gaussian classifier using fuzzy parameters, proposed by 'Moraes, Ferreira and Machado' (2021) <doi:10.1007/s40815-020-00936-4>.
License: MIT + file LICENSE
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.3.2
Imports: caTools, doParallel, dplyr, e1071, EnvStats, foreach, MASS,
        mvtnorm, parallel, purrr, Rdpack, rlang, rootSolve, stats,
        tibble, tidyr, trapezoid
RdMacros: Rdpack
Depends: R (>= 2.10)
Suggests: testthat (>= 3.0.0), knitr, rmarkdown, maxLik
VignetteBuilder: knitr
Config/testthat/edition: 3
URL: https://github.com/leapigufpb/FuzzyClass
BugReports: https://github.com/leapigufpb/FuzzyClass/issues
Language: en-US
NeedsCompilation: no
Packaged: 2025-09-03 14:08:02 UTC; jodavid
Author: Jodavid Ferreira [aut, cre] (ORCID:
    <https://orcid.org/0000-0002-2131-6464>),
  Ronei Moraes [ctb] (ORCID: <https://orcid.org/0000-0001-8436-8950>),
  Liliane Machado [ctb] (ORCID: <https://orcid.org/0000-0002-1182-2929>),
  Arthur Ricardo [ctb],
  Isaac Araújo [ctb]
Maintainer: Jodavid Ferreira <jodavid@protonmail.com>
Repository: CRAN
Date/Publication: 2025-09-03 14:30:02 UTC
Built: R 4.6.0; ; 2026-04-26 18:26:28 UTC; unix
