FuzzyClass-package: FuzzyClass: Fuzzy and Non-Fuzzy Classifiers
In FuzzyClass: Fuzzy and Non-Fuzzy Classifiers
FuzzyClass-package R Documentation
FuzzyClass: Fuzzy and Non-Fuzzy Classifiers
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) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1007/s40815-020-00936-4")}.
Author(s)
Maintainer: Jodavid Ferreira jodavid@protonmail.com (ORCID)
Other contributors:
Ronei Moraes ronei@de.ufpb.br (ORCID) [contributor]
Arthur Ricardo arthur.ricardo17@gmail.com [contributor]
See Also
Useful links:
FuzzyClass documentation built on May 29, 2024, 8:37 a.m.
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| FuzzyClass-package | R Documentation |
FuzzyClass: Fuzzy and Non-Fuzzy Classifiers
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) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1007/s40815-020-00936-4")}.
Author(s)
Maintainer: Jodavid Ferreira jodavid@protonmail.com (ORCID)
Other contributors:
Ronei Moraes ronei@de.ufpb.br (ORCID) [contributor]
Arthur Ricardo arthur.ricardo17@gmail.com [contributor]
See Also
Useful links:
R Package Documentation
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