Fuzzy Rule-Based Systems for Classification and Regression Tasks
![[R logo]](../../../doc/html/Rlogo.svg)
![[Up]](../../../doc/html/left.jpg)
![[Top]](../../../doc/html/up.jpg)
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 |