Package: FuzzyClass 0.1.6

Jodavid Ferreira

FuzzyClass: Fuzzy and Non-Fuzzy Classifiers

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>.

Authors:Jodavid Ferreira [aut, cre], Ronei Moraes [ctb], Arthur Ricardo [ctb]

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FuzzyClass.pdf |FuzzyClass.html✨
FuzzyClass/json (API)
NEWS

# Install 'FuzzyClass' in R:
install.packages('FuzzyClass', repos = c('https://leapigufpb.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/leapigufpb/fuzzyclass/issues

Datasets:

On CRAN:

Conda-Forge:

fuzzymachine-learning

4.30 score 1 stars 10 scripts 276 downloads 29 exports 45 dependencies

Last updated 5 months agofrom:52ce3d4687. Checks:8 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 14 2025
R-4.5-winOKFeb 14 2025
R-4.5-macOKFeb 14 2025
R-4.5-linuxOKFeb 14 2025
R-4.4-winOKFeb 14 2025
R-4.4-macOKFeb 14 2025
R-4.3-winOKFeb 14 2025
R-4.3-macOKFeb 14 2025

Exports:AggregationANDcentroidFScompFSdmFSDWFuzzyGammaNaiveBayesExpNBFuzzyParamFuzzyBayesRuleFuzzyBetaNaiveBayesFuzzyBinomialNaiveBayesFuzzyExponentialNaiveBayesFuzzyGammaNaiveBayesFuzzyGaussianNaiveBayesFuzzyGeoNaiveBayesFuzzyNaiveBayesFuzzyPoissonNaiveBayesFuzzyTrapezoidalNaiveBayesFuzzyTriangularNaiveBayesGauFSGauNBFuzzyParamImplicationNOTORplotFSPoiNBFuzzyParamSet.UniverseTraFSTriFSuniFS

Dependencies:bitopscaToolsclassclicodetoolscolorspacedoParallele1071EnvStatsfansifarverforeachggplot2gluegtableisobanditeratorslabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellmvtnormnlmenortestpillarpkgconfigproxypurrrR6rbibutilsRColorBrewerRdpackrlangrootSolvescalestibbletrapezoidutf8vctrsviridisLitewithr

Using FuzzyClass

Jodavid Ferreira

Rendered fromFuzzyClass.Rmdusingknitr::rmarkdownon Feb 14 2025.

Last update: 2023-12-07
Started: 2023-08-10

Using FuzzyClass: Solving a Classification Problem

Jodavid Ferreira

Rendered fromindex.Rmdusingknitr::rmarkdownon Feb 14 2025.

Last update: 2023-12-07
Started: 2023-08-16