Package: FuzzyClass 0.1.7.900

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], Liliane Machado [ctb], Arthur Ricardo [ctb], Isaac Araújo [ctb]

FuzzyClass_0.1.7.900.tar.gz
FuzzyClass_0.1.7.900.zip(r-4.7)FuzzyClass_0.1.7.900.zip(r-4.6)FuzzyClass_0.1.7.900.zip(r-4.5)
FuzzyClass_0.1.7.900.tgz(r-4.6-any)FuzzyClass_0.1.7.900.tgz(r-4.5-any)
FuzzyClass_0.1.7.900.tar.gz(r-4.7-any)FuzzyClass_0.1.7.900.tar.gz(r-4.6-any)
FuzzyClass_0.1.7.900.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
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:

fuzzymachine-learning

4.30 score 1 stars 9 scripts 215 downloads 31 exports 46 dependencies

Last updated from:7395c86f44. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK145
source / vignettesOK209
linux-release-x86_64OK151
macos-release-arm64OK161
macos-oldrel-arm64OK134
windows-develOK102
windows-releaseOK96
windows-oldrelOK94
wasm-releaseOK117

Exports:AggregationANDcentroidFScompFSdmFSDWFuzzyGammaNaiveBayesDWFuzzyHipergeometricNaiveBayesExpNBFuzzyParamFuzzyBayesRuleFuzzyBetaNaiveBayesFuzzyBinomialNaiveBayesFuzzyExponentialNaiveBayesFuzzyGammaNaiveBayesFuzzyGaussianNaiveBayesFuzzyGeoNaiveBayesFuzzyHipergeometricNaiveBayesFuzzyNaiveBayesFuzzyPoissonNaiveBayesFuzzyTrapezoidalNaiveBayesFuzzyTriangularNaiveBayesGauFSGauNBFuzzyParamImplicationNOTORplotFSPoiNBFuzzyParamSet.UniverseTraFSTriFSuniFS

Dependencies:bitopscaToolsclassclicodetoolscpp11doParalleldplyre1071EnvStatsfarverforeachgenericsggplot2gluegtableisobanditeratorslabelinglifecyclemagrittrMASSmvtnormnortestpillarpkgconfigproxypurrrR6rbibutilsRColorBrewerRdpackrlangrootSolveS7scalesstringistringrtibbletidyrtidyselecttrapezoidutf8vctrsviridisLitewithr

Using FuzzyClass

Jodavid Ferreira

Rendered fromFuzzyClass.Rmdusingknitr::rmarkdownon May 06 2026.

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

Using FuzzyClass: Solving a Classification Problem

Jodavid Ferreira

Rendered fromindex.Rmdusingknitr::rmarkdownon May 06 2026.

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