CRAN/E | FuzzyClass

FuzzyClass

Fuzzy and Non-Fuzzy Classifiers

Installation

About

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.

Citation FuzzyClass citation info
github.com/leapigufpb/FuzzyClass
Bug report File report

Key Metrics

Version 0.1.6
R ≥ 2.10
Published 2024-02-14 74 days ago
Needs compilation? no
License MIT
License File
CRAN checks FuzzyClass results
Language en-US

Downloads

Yesterday 8 -20%
Last 7 days 65 -20%
Last 30 days 243 -16%
Last 90 days 864 +0%
Last 365 days 3.177 +9%

Maintainer

Maintainer

Jodavid Ferreira

jodavid@protonmail.com

Authors

Jodavid Ferreira

aut / cre

Ronei Moraes

ctb

Arthur Ricardo

ctb

Material

README
NEWS
Reference manual
Package source

Vignettes

FuzzyClass
FuzzyClassSolvingProblem

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

FuzzyClass archive

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