FuzzyClass

Spec sheet

Purpose

FuzzyClass is a family of fuzzy and non-fuzzy classifiers based on probabilities for classification tasks.Read 9 Oct 2026 · leapigufpb.github.io

Deployment

desktopRead 23 Sep 2026 · leapigufpb.github.io

Free plan

YesRead 23 Sep 2026 · leapigufpb.github.io

Support

The site directs users to report bugs through the project's GitHub issues page and recommends including reproduction steps and the package version.Read 9 Oct 2026 · leapigufpb.github.io

License

The site identifies the package license as MIT.Read 9 Oct 2026 · leapigufpb.github.io

Algorithms

Its function index includes fuzzy Naive Bayes classifiers using Gaussian, exponential, beta, binomial, gamma, Poisson, and other distributions.Read 9 Oct 2026 · leapigufpb.github.io

Bayesian analysis

YesRead 23 Sep 2026 · leapigufpb.github.io

Classifier methods

The reference lists methods including fuzzy Gaussian, Poisson, Gamma, Beta, Binomial, Exponential, and Naive Bayes classifiers.Read 8 Oct 2026 · leapigufpb.github.io

Contributors

The site names Jodavid Ferreira as author and maintainer, with Ronei Moraes and Arthur Ricardo as contributors.Read 9 Oct 2026 · leapigufpb.github.io

Data import formats

R data frames and datasets available in RRead 23 Sep 2026 · leapigufpb.github.io

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.Read 9 Oct 2026 · leapigufpb.github.io

Example use

The package vignette demonstrates classifying iris flowers by sepal and petal measurements.Read 9 Oct 2026 · leapigufpb.github.io

Installation

The site instructs users to install the package from GitHub with devtools::install_github("leapigufpb/FuzzyClass").Read 9 Oct 2026 · leapigufpb.github.io

Maintainer

The site names Jodavid Ferreira as author and maintainer.Read 8 Oct 2026 · leapigufpb.github.io

Parallel processing

The documented classifier example accepts a cores parameter, and the dependency list includes doParallel and foreach.Read 9 Oct 2026 · leapigufpb.github.io

Predictions

The documentation shows a Fuzzy Gaussian Naive Bayes example that returns class predictions and a matrix of class probabilities.Read 9 Oct 2026 · leapigufpb.github.io

Regression models

NoRead 23 Sep 2026 · leapigufpb.github.io

Release

The site displays package version 0.1.7 and gives a last update date of 03-09-2025.Read 9 Oct 2026 · leapigufpb.github.io

Scripting support

YesRead 23 Sep 2026 · leapigufpb.github.io

Statistical tests

NoRead 23 Sep 2026 · leapigufpb.github.io

Uncertainty

The package uses fuzzy logic to handle uncertainty and variation in data.Read 9 Oct 2026 · leapigufpb.github.io

Where Specifiction places it

• Statistical Analysis Software#92 of 1067.1