ANFIS-metrics: ANFIS training results

In anfis: Adaptive Neuro Fuzzy Inference System in R

Description

Obtain ANFIS slot information, according to training output

Usage

## S4 method for signature 'ANFIS'
fitted(object, ...)

## S4 method for signature 'ANFIS'
fitted.values(object, ...)

## S4 method for signature 'ANFIS'
coef(object, ...)

## S4 method for signature 'ANFIS'
coefficients(object, ...)

## S4 method for signature 'ANFIS'
resid(object, ...)

## S4 method for signature 'ANFIS'
residuals(object, ...)

## S4 method for signature 'ANFIS'
summary(object, ...)

Arguments

object	ANFIS class object
...	required by resid, residuals, coef and coefficients

Value

according to the call one of the following objects can be returned

list	list with premises and consequents.
numeric	numeric vector with training errors, fitted training values and residuals.
printed	statistics of the training process.

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

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; 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; initialize, initialize,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.