ANFIS-initialize: 'initialize' ANFIS object constructor

In anfis: Adaptive Neuro Fuzzy Inference System in R

Description

Create the ANFIS object architecture for the trainingSet (X,Y) with full rules.

Usage

## S4 method for signature 'ANFIS'
initialize(.Object, X, Y, membershipFunction)

Arguments

.Object	ANFIS class
X	input matrix with ncol=#inputs and nrow=#individuals
Y	output matrix with ncol=#output and nrow=#individuals
membershipFunction	list with the MembershipFunction for each input

Value

ANFIS object

Note

see full example in ANFIS-class

Author(s)

Cristobal Fresno [e-mail], Andrea S. Llera [e-mail] and Elmer A. Fernandez [e-mail]

See Also

ANFIS-class

Other ANFIS: ANFIS-class; LSE, LSE, LSE,ANFIS-method, LSE-methods, trainHybridJangOffLine, trainHybridJangOffLine, trainHybridJangOffLine,ANFIS-method, trainHybridJangOffLine-methods, trainHybridJangOnLine, trainHybridJangOnLine, trainHybridJangOnLine,ANFIS-method, trainHybridJangOnLine-methods, trainHybridOffLine, trainHybridOffLine, trainHybridOffLine,ANFIS-method, trainHybridOffLine-methods; anfis3; coef, coef,ANFIS-method, coefficients, coefficients,ANFIS-method, fitted, fitted,ANFIS-method, fitted.values, fitted.values,ANFIS-method, resid, resid,ANFIS-method, residuals, residuals,ANFIS-method, summary, summary,ANFIS-method; getConsequents, getConsequents, getConsequents,ANFIS-method, getConsequents,ANFIS-method, getErrors, getErrors, getErrors,ANFIS-method, getErrors,ANFIS-method, getPremises, getPremises, getPremises,ANFIS-method, getPremises-methods, getRules, getRules, getRules,ANFIS-method, getRules-methods, getTrainingType, getTrainingType, getTrainingType,ANFIS-method, getTrainingType,ANFIS-method; plotMF, plotMF, plotMF,ANFIS-method, plotMF-methods, plotMFs, plotMFs, plotMFs,ANFIS-method, plotMFs-methods; plot, plot,ANFIS-method; predict, predict,ANFIS-method; print, print,ANFIS-method, show, show,ANFIS-method; trainSet

anfis documentation built on May 2, 2019, 2:38 a.m.