Adaptive Neuro Fuzzy Inference System in R

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Documentation for package ‘anfis’ version 0.99.1

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Anfis-package Adaptive Neuro Fuzzy Inference System in R
ANFIS-class ANFIS S4 class implementation in R
anfis3 Anfis' trained example to use for demonstration
BellMF Bell Membership Function S4 class
BellMF-class Bell Membership Function S4 class
coef ANFIS training results
coef-method ANFIS training results
coefficients ANFIS training results
coefficients-method ANFIS training results
derivateMF 'derivateMF' derivate membership function
derivateMF-method 'derivateMF' derivate membership function
derivateMF-methods 'derivateMF' derivate membership function
evaluateMF 'evaluateMF' evaluate membership
evaluateMF-method 'evaluateMF' evaluate membership
evaluateMF-methods 'evaluateMF' evaluate membership
extract-methods Modify membership function parameters
fitted ANFIS training results
fitted-method ANFIS training results
fitted.values ANFIS training results
fitted.values-method ANFIS training results
GaussianMF GaussianMF Membership Function S4 class
GaussianMF-class GaussianMF Membership Function S4 class
getConsequents Getters for ANFIS object
getConsequents-method Getters for ANFIS object
getErrors Getters for ANFIS object
getErrors-method Getters for ANFIS object
getPremises Getters for ANFIS object
getPremises-method Getters for ANFIS object
getPremises-methods Getters for ANFIS object
getRules Getters for ANFIS object
getRules-method Getters for ANFIS object
getRules-methods Getters for ANFIS object
getTrainingType Getters for ANFIS object
getTrainingType-method Getters for ANFIS object
initialize 'initialize' ANFIS object constructor
initialize-method 'initialize' ANFIS object constructor
LSE Train ANFIS network
LSE-method Train ANFIS network
LSE-methods Train ANFIS network
MembershipFunction MembershipFunction S4 class
MembershipFunction-class MembershipFunction S4 class
NormalizedGaussianMF NormalizedGaussianMF Membership Function S4 class
NormalizedGaussianMF-class NormalizedGaussianMF Membership Function S4 class
plot Plot ANFIS training errors
plot-method Plot ANFIS training errors
plotMF PlotMF/s ANFIS' MembershipFunction domain/s
plotMF-method PlotMF/s ANFIS' MembershipFunction domain/s
plotMF-methods PlotMF/s ANFIS' MembershipFunction domain/s
plotMFs PlotMF/s ANFIS' MembershipFunction domain/s
plotMFs-method PlotMF/s ANFIS' MembershipFunction domain/s
plotMFs-methods PlotMF/s ANFIS' MembershipFunction domain/s
predict 'Predict' ANFIS' network output
predict-method 'Predict' ANFIS' network output
print 'Print' and 'Show' an ANFIS object
print-method 'Print' and 'Show' an ANFIS object
print-method 'Print' a MembershipFunction object
resid ANFIS training results
resid-method ANFIS training results
residuals ANFIS training results
residuals-method ANFIS training results
show 'Print' and 'Show' an ANFIS object
show-method 'Print' and 'Show' an ANFIS object
show-method 'Show' a MembershipFunction object
summary ANFIS training results
summary-method ANFIS training results
trainHybridJangOffLine Train ANFIS network
trainHybridJangOffLine-method Train ANFIS network
trainHybridJangOffLine-methods Train ANFIS network
trainHybridJangOnLine Train ANFIS network
trainHybridJangOnLine-method Train ANFIS network
trainHybridJangOnLine-methods Train ANFIS network
trainHybridOffLine Train ANFIS network
trainHybridOffLine-method Train ANFIS network
trainHybridOffLine-methods Train ANFIS network
trainSet Bidimentional Sinc train set example
[-method Modify membership function parameters
[<--method Modify membership function parameters