# Fuzzy Rule-Based Systems for Classification and Regression Tasks

## Documentation for package ‘frbs’ version 3.2-0

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Code demos. Use demo() to run them.

## Help Pages

frbs-package | Getting started with the frbs package
ANFIS | ANFIS model building
ANFIS.update | ANFIS updating function
data.gen3d | A data generator
defuzzifier | Defuzzifier to transform from linguistic terms to crisp values
DENFIS | DENFIS model building
DENFIS.eng | DENFIS prediction function
denorm.data | The data de-normalization
DM.update | FIR.DM updating function
ECM | Evolving Clustering Method
FH.GBML | FH.GBML model building
FIR.DM | FIR.DM model building
FRBCS.CHI | FRBCS.CHI model building
FRBCS.eng | FRBCS: prediction phase
FRBCS.W | FRBCS.W model building
frbs | Getting started with the frbs package
frbs-object | The object factory for frbs objects
frbs.eng | The prediction phase
frbs.gen | The frbs model generator
frbs.learn | The frbs model building function
frbsData | Data set of the package
frbsObjectFactory | The object factory for frbs objects
frbsPMML | The frbsPMML generator
FS.HGD | FS.HGD model building
fuzzifier | Transforming from crisp set into linguistic terms
GFS.FR.MOGUL | GFS.FR.MOGUL model building
GFS.FR.MOGUL.test | GFS.FR.MOGUL: The prediction phase
GFS.GCCL | GFS.GCCL model building
GFS.GCCL.eng | GFS.GCCL.test: The prediction phase
GFS.LT.RS | GFS.LT.RS model building
GFS.LT.RS.test | GFS.LT.RS: The prediction phase
GFS.Thrift | GFS.Thrift model building
GFS.Thrift.test | GFS.Thrift: The prediction phase
HGD.update | FS.HGD updating function
HyFIS | HyFIS model building
HyFIS.update | HyFIS updating function
inference | The process of fuzzy reasoning
norm.data | The data normalization
plotMF | The plotting function
predict | The frbs prediction stage
predict.frbs | The frbs prediction stage
read.frbsPMML | The frbsPMML reader
rulebase | The rule checking function
SBC | The subtractive clustering and fuzzy c-means (SBC) model building
SBC.test | SBC prediction phase
SLAVE | SLAVE model building
SLAVE.test | SLAVE.test: The prediction phase
summary.frbs | The summary function for frbs objects
WM | WM model building
write.frbsPMML | The frbsPMML writer