The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.
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>.
Version: | 0.1.6 |
Depends: | R (≥ 2.10) |
Imports: | caTools, doParallel, e1071, EnvStats, foreach, MASS, mvtnorm, parallel, purrr, Rdpack, rootSolve, stats, trapezoid |
Suggests: | testthat (≥ 3.0.0), knitr, rmarkdown, maxLik, dplyr |
Published: | 2024-02-14 |
DOI: | 10.32614/CRAN.package.FuzzyClass |
Author: | Jodavid Ferreira |
Maintainer: | Jodavid Ferreira <jodavid at protonmail.com> |
BugReports: | https://github.com/leapigufpb/FuzzyClass/issues |
License: | MIT + file LICENSE |
URL: | https://github.com/leapigufpb/FuzzyClass |
NeedsCompilation: | no |
Language: | en-US |
Citation: | FuzzyClass citation info |
Materials: | README NEWS |
CRAN checks: | FuzzyClass results |
Reference manual: | FuzzyClass.pdf |
Vignettes: |
FuzzyClass FuzzyClassSolvingProblem |
Package source: | FuzzyClass_0.1.6.tar.gz |
Windows binaries: | r-devel: FuzzyClass_0.1.6.zip, r-release: FuzzyClass_0.1.6.zip, r-oldrel: FuzzyClass_0.1.6.zip |
macOS binaries: | r-release (arm64): FuzzyClass_0.1.6.tgz, r-oldrel (arm64): FuzzyClass_0.1.6.tgz, r-release (x86_64): FuzzyClass_0.1.6.tgz, r-oldrel (x86_64): FuzzyClass_0.1.6.tgz |
Old sources: | FuzzyClass archive |
Please use the canonical form https://CRAN.R-project.org/package=FuzzyClass to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.