R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
RoughSets
View on CRAN: Click
here
Download and install RoughSets package within the R console
Install from CRAN:
install.packages("RoughSets")
Install from Github:
library("remotes")
install_github("cran/RoughSets")
Install by package version:
library("remotes")
install_version("RoughSets", "1.3-8")
Attach the package and use:
library("RoughSets")
Maintained by
Christoph Bergmeir
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2014-02-04
Latest Update: 2024-01-23
Description:
Implementations of algorithms for data analysis based on the
rough set theory (RST) and the fuzzy rough set theory (FRST). We not only
provide implementations for the basic concepts of RST and FRST but also
popular algorithms that derive from those theories. The methods included in the
package can be divided into several categories based on their functionality:
discretization, feature selection, instance selection, rule induction and
classification based on nearest neighbors. RST was introduced by Zdzislaw
Pawlak in 1982 as a sophisticated mathematical tool to model and process
imprecise or incomplete information. By using the indiscernibility relation for
objects/instances, RST does not require additional parameters to analyze the
data. FRST is an extension of RST. The FRST combines concepts of vagueness and
indiscernibility that are expressed with fuzzy sets (as proposed by Zadeh, in
1965) and RST.
How to cite:
Christoph Bergmeir (2014). RoughSets: Data Analysis Using Rough Set and Fuzzy Rough Set Theories. R package version 1.3-8, https://cran.r-project.org/web/packages/RoughSets. Accessed 06 Nov. 2024.
Previous versions and publish date:
Other packages that cited RoughSets R package
View RoughSets citation profile
Other R packages that RoughSets depends,
imports, suggests or enhances
Complete documentation for RoughSets
Functions, R codes and Examples using
the RoughSets R package
Some associated functions: A.Introduction-RoughSets . B.Introduction-FuzzyRoughSets . BC.IND.relation.FRST . BC.IND.relation.RST . BC.LU.approximation.FRST . BC.LU.approximation.RST . BC.boundary.reg.RST . BC.discernibility.mat.FRST . BC.discernibility.mat.RST . BC.negative.reg.RST . BC.positive.reg.FRST . BC.positive.reg.RST . C.FRNN.FRST . C.FRNN.O.FRST . C.POSNN.FRST . D.discretization.RST . D.discretize.equal.intervals.RST . D.discretize.quantiles.RST . D.global.discernibility.heuristic.RST . D.local.discernibility.heuristic.RST . FS.DAAR.heuristic.RST . FS.all.reducts.computation . FS.feature.subset.computation . FS.greedy.heuristic.reduct.RST . FS.greedy.heuristic.superreduct.RST . FS.nearOpt.fvprs.FRST . FS.one.reduct.computation . FS.permutation.heuristic.reduct.RST . FS.quickreduct.FRST . FS.quickreduct.RST . FS.reduct.computation . IS.FRIS.FRST . IS.FRPS.FRST . MV.conceptClosestFit . MV.deletionCases . MV.globalClosestFit . MV.missingValueCompletion . MV.mostCommonVal . MV.mostCommonValResConcept . RI.AQRules.RST . RI.CN2Rules.RST . RI.GFRS.FRST . RI.LEM2Rules.RST . RI.hybridFS.FRST . RI.indiscernibilityBasedRules.RST . RI.laplace . RoughSetData . RoughSets-package . SF.applyDecTable . SF.asDecisionTable . SF.asFeatureSubset . SF.read.DecisionTable . X.entropy . X.gini . X.laplace . X.nOfConflicts . X.ruleStrength . X.rulesCounting . as.character.RuleSetRST . as.list.RuleSetRST . predict.RuleSetFRST . predict.RuleSetRST . print.FeatureSubset . print.RuleSetRST . sub-.RuleSetRST . summary.IndiscernibilityRelation . summary.LowerUpperApproximation . summary.PositiveRegion . summary.RuleSetFRST . summary.RuleSetRST .
Some associated R codes: BasicFuzzyRoughSets.R . BasicRoughSets.OtherFuncCollections.R . BasicRoughSets.R . Discretization.OtherFuncCollections.R . Discretization.R . FeatureSelection.OtherFuncCollections.R . FeatureSelection.R . FuzzyRoughSets-introduction.R . IOFunctions.R . InstanceSelection.OtherFuncCollections.R . InstanceSelection.R . MissingValue.R . NearestNeigbour.OtherFuncCollections.R . NearestNeigbour.R . RcppExports.R . RoughSets-introduction.R . RoughSets-package.R . RuleInduction.OtherFuncCollections.R . RuleInduction.R . docData.R . Full RoughSets package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by
helping add
Reviews / comments / questions /suggestions ↴↴↴
Today's Hot Picks in Authors and Packages
mailR
Interface to Apache Commons Email to send emails
from R. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Rahul Premraj (view profile)
quickcode
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
seriation
Infrastructure for ordering objects with an implementation of several
seriation/sequencing/ordinati ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Michael Hahsler (view profile)
ddp
The desirable Dietary Pattern (DDP)/ PPH score
measures the variety of food consumption. The (weigh ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Weksi Budiaji (view profile)
equatiomatic
The goal of equatiomatic is to reduce the painassociated with writing LaTeX formulas from fitted mod ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Philippe Grosjean (view profile)
maic
A generalised workflow for generation of subject weights to be
used in Matching-Adjusted Indirect C ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Rob Young (view profile)