FuzzyClass
The facts below are what the maker publishes about FuzzyClass, checked and dated. Our editors have not written about it yet.
The facts
Each one read from FuzzyClass's own pages, with the date it was checked.
What it does
- Algorithms
- Its function index includes fuzzy Naive Bayes classifiers using Gaussian, exponential, beta, binomial, gamma, Poisson, and other distributions.checked 9 Oct 2026
- Bayesian analysis
- Yeschecked 23 Sep 2026
- Classifier methods
- The reference lists methods including fuzzy Gaussian, Poisson, Gamma, Beta, Binomial, Exponential, and Naive Bayes classifiers.checked 8 Oct 2026
- Contributors
- The site names Jodavid Ferreira as author and maintainer, with Ronei Moraes and Arthur Ricardo as contributors.checked 9 Oct 2026
- Data import formats
- R data frames and datasets available in Rchecked 23 Sep 2026
- Dependencies
- The listed dependencies include caTools, doParallel, e1071, EnvStats, foreach, MASS, maxLik, mvtnorm, purrr, dplyr, Rdpack, and rootSolve; the site says installation automatically installs them.checked 9 Oct 2026
- Deployment
- desktopchecked 23 Sep 2026
- Example use
- The package vignette demonstrates classifying iris flowers by sepal and petal measurements.checked 9 Oct 2026
- Installation
- The site instructs users to install the package from GitHub with devtools::install_github("leapigufpb/FuzzyClass").checked 9 Oct 2026
- License
- The site identifies the package license as MIT.checked 9 Oct 2026
- Maintainer
- The site names Jodavid Ferreira as author and maintainer.checked 8 Oct 2026
- Parallel processing
- The documented classifier example accepts a cores parameter, and the dependency list includes doParallel and foreach.checked 9 Oct 2026
- Predictions
- The documentation shows a Fuzzy Gaussian Naive Bayes example that returns class predictions and a matrix of class probabilities.checked 9 Oct 2026
- Purpose
- FuzzyClass is a family of fuzzy and non-fuzzy classifiers based on probabilities for classification tasks.checked 9 Oct 2026
- Regression models
- Nochecked 23 Sep 2026
- Release
- The site displays package version 0.1.7 and gives a last update date of 03-09-2025.checked 9 Oct 2026
- Scripting support
- Yeschecked 23 Sep 2026
- Statistical tests
- Nochecked 23 Sep 2026
- Support
- The site directs users to report bugs through the project's GitHub issues page and recommends including reproduction steps and the package version.checked 9 Oct 2026
- Uncertainty
- The package uses fuzzy logic to handle uncertainty and variation in data.checked 9 Oct 2026
Money
- Free plan
- Yeschecked 23 Sep 2026
