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On the recordRead 9 Oct 202621 facts
FuzzyClass
On the record
- Algorithms
- Its function index includes fuzzy Naive Bayes classifiers using Gaussian, exponential, beta, binomial, gamma, Poisson, and other distributions.leapigufpb.github.io · read 9 Oct 2026
- Bayesian analysis
- Yesleapigufpb.github.io · read 23 Sep 2026
- Classifier methods
- The reference lists methods including fuzzy Gaussian, Poisson, Gamma, Beta, Binomial, Exponential, and Naive Bayes classifiers.leapigufpb.github.io · read 8 Oct 2026
- Contributors
- The site names Jodavid Ferreira as author and maintainer, with Ronei Moraes and Arthur Ricardo as contributors.leapigufpb.github.io · read 9 Oct 2026
- Data import formats
- R data frames and datasets available in Rleapigufpb.github.io · read 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.leapigufpb.github.io · read 9 Oct 2026
- Deployment
- desktopleapigufpb.github.io · read 23 Sep 2026
- Example use
- The package vignette demonstrates classifying iris flowers by sepal and petal measurements.leapigufpb.github.io · read 9 Oct 2026
- Installation
- The site instructs users to install the package from GitHub with devtools::install_github("leapigufpb/FuzzyClass").leapigufpb.github.io · read 9 Oct 2026
- License
- The site identifies the package license as MIT.leapigufpb.github.io · read 9 Oct 2026
- Maintainer
- The site names Jodavid Ferreira as author and maintainer.leapigufpb.github.io · read 8 Oct 2026
- Parallel processing
- The documented classifier example accepts a cores parameter, and the dependency list includes doParallel and foreach.leapigufpb.github.io · read 9 Oct 2026
- Predictions
- The documentation shows a Fuzzy Gaussian Naive Bayes example that returns class predictions and a matrix of class probabilities.leapigufpb.github.io · read 9 Oct 2026
- Purpose
- FuzzyClass is a family of fuzzy and non-fuzzy classifiers based on probabilities for classification tasks.leapigufpb.github.io · read 9 Oct 2026
- Regression models
- Noleapigufpb.github.io · read 23 Sep 2026
- Release
- The site displays package version 0.1.7 and gives a last update date of 03-09-2025.leapigufpb.github.io · read 9 Oct 2026
- Scripting support
- Yesleapigufpb.github.io · read 23 Sep 2026
- Statistical tests
- Noleapigufpb.github.io · read 23 Sep 2026
