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FuzzyClass
View on CRAN: Click
here
Download and install FuzzyClass package within the R console
Install from CRAN:
install.packages("FuzzyClass")
Install from Github:
library("remotes")
install_github("cran/FuzzyClass")
Install by package version:
library("remotes")
install_version("FuzzyClass", "0.1.6")
Attach the package and use:
library("FuzzyClass")
Maintained by
Jodavid Ferreira
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-05-24
Latest Update: 2024-02-14
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) .
How to cite:
Jodavid Ferreira (2022). FuzzyClass: Fuzzy and Non-Fuzzy Classifiers. R package version 0.1.6, https://cran.r-project.org/web/packages/FuzzyClass. Accessed 27 Jan. 2025.
Previous versions and publish date:
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imports, suggests or enhances
Complete documentation for FuzzyClass
Functions, R codes and Examples using
the FuzzyClass R package
Some associated functions: ExpNBFuzzyParam . FuzzyBetaNaiveBayes . FuzzyBinomialNaiveBayes . FuzzyClass-package . FuzzyExponentialNaiveBayes . FuzzyGammaNaiveBayes . FuzzyGaussianNaiveBayes . FuzzyGeoNaiveBayes . FuzzyNaiveBayes . FuzzyPoissonNaiveBayes . FuzzyTrapezoidalNaiveBayes . FuzzyTriangularNaiveBayes . GauNBFuzzyParam . HouseVotes84 . PoiNBFuzzyParam . SimulatedData . VirtualRealityData .
Some associated R codes: ExpNBFuzzyParam.R . FuzzyBetaNaiveBayes.R . FuzzyBinomialNaiveBayes.R . FuzzyClass-package.R . FuzzyExponentialNaiveBayes.R . FuzzyGammaNaiveBayes.R . FuzzyGaussianNaiveBayes.R . FuzzyGeoNaiveBayes.R . FuzzyNaiveBayes.R . FuzzyPoissonNaiveBayes.R . FuzzyTrapeNaiveBayes.R . FuzzyTriangNaiveBayes.R . GauNBFuzzyParam.R . PoiNBFuzzyParam.R . SimulatedData.R . VirtualRealityData.R . functions.R . getMembershipsTrapezoidal.R . globals.R . Full FuzzyClass package functions and examples
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