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
frbs
View on CRAN: Click
here
Download and install frbs package within the R console
Install from CRAN:
install.packages("frbs")
Install from Github:
library("remotes")
install_github("cran/frbs")
Install by package version:
library("remotes")
install_version("frbs", "3.2-0")
Attach the package and use:
library("frbs")
Maintained by
Christoph Bergmeir
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2012-10-29
Latest Update: 2019-12-15
Description:
An implementation of various learning algorithms based on fuzzy rule-based systems (FRBSs) for dealing with classification and regression tasks. Moreover, it allows to construct an FRBS model defined by human experts.
FRBSs are based on the concept of fuzzy sets, proposed by Zadeh in 1965, which aims at
representing the reasoning of human experts in a set of IF-THEN rules, to
handle real-life problems in, e.g., control, prediction and inference, data
mining, bioinformatics data processing, and robotics. FRBSs are also known
as fuzzy inference systems and fuzzy models. During the modeling of an
FRBS, there are two important steps that need to be conducted: structure
identification and parameter estimation. Nowadays, there exists a wide
variety of algorithms to generate fuzzy IF-THEN rules automatically from
numerical data, covering both steps. Approaches that have been used in the
past are, e.g., heuristic procedures, neuro-fuzzy techniques, clustering
methods, genetic algorithms, squares methods, etc. Furthermore, in this
version we provide a universal framework named 'frbsPMML', which is adopted
from the Predictive Model Markup Language (PMML), for representing FRBS
models. PMML is an XML-based language to provide a standard for describing
models produced by data mining and machine learning algorithms. Therefore,
we are allowed to export and import an FRBS model to/from 'frbsPMML'.
Finally, this package aims to implement the most widely used standard
procedures, thus offering a standard package for FRBS modeling to the R
community.
How to cite:
Christoph Bergmeir (2012). frbs: Fuzzy Rule-Based Systems for Classification and Regression Tasks. R package version 3.2-0, https://cran.r-project.org/web/packages/frbs
Previous versions and publish date:
Other packages that cited frbs R package
View frbs citation profile
Other R packages that frbs depends,
imports, suggests or enhances
Functions, R codes and Examples using
the frbs R package
Some associated functions: ANFIS . ANFIS.update . DENFIS.eng . DENFIS . DM.update . ECM . FH.GBML . FIR.DM . FRBCS.CHI . FRBCS.W . FRBCS.eng . FS.HGD . GFS.FR.MOGUL . GFS.FR.MOGUL.test . GFS.GCCL.eng . GFS.GCCL . GFS.LT.RS . GFS.LT.RS.test . GFS.Thrift . GFS.Thrift.test . HGD.update . HyFIS . HyFIS.update . SBC . SBC.test . SLAVE . SLAVE.test . WM . data.gen3d . defuzzifier . denorm.data . frbs-package . frbs.eng . frbs.gen . frbs.learn . frbsData . frbsObjectFactory . frbsPMML . fuzzifier . inference . norm.data . plotMF . predict.frbs . read.frbsPMML . rulebase . summary.frbs . write.frbsPMML .
Some associated R codes: FCluster.FunctionCollection.R . FCluster.Methods.R . FCluster.Predict.R . FGradDescent.FunctionCollection.R . FGradDescent.Methods.R . FNN.FunctionCollection.R . FNN.Methods.R . FRBS.MainFunction.R . FRBS.pmml.R . FSpacePartition.FunctionCollection.R . FSpacePartition.Method.R . FSpacePartition.Predict.R . GFS.FunctionCollection.R . GFS.Methods.R . GFS.Predict.R . docData.R . frbs-package.R . pmml.R . pmml.frbs.R . Full frbs 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
bizicount
Maximum likelihood estimation of copula-based zero-inflated
(and non-inflated) Poisson and negative ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: John Niehaus (view profile)
FMCCSD
Current status data abounds
in the field of epidemiology and public health, where the only observab ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Tong Wang (view profile)
factorplot
Methods to calculate, print, summarize and plot pairwise differences from GLMs, GLHT or Multinomial ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Dave Armstrong (view profile)
srm
Provides functionality for structural equation modeling for the social relations model (Kenny & ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Alexander Robitzsch (view profile)
r2resize
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
cdcfluview
The 'U.S.' Centers for Disease Control and Prevention (CDC) maintain
a portal ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Bob Rudis (view profile)
22,114
R Packages
188,080
Dependencies
55,244
Author Associations
22,115
Publication Badges
© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns