ANFIS-plot: Plot ANFIS training errors

In anfis: Adaptive Neuro Fuzzy Inference System in R

Description

Plot the training error of the network. If trainingType is "on-line" then full pattern errors along the patterns of the whole training process; for a specific epoch or the epoch summary error.

Usage

## S4 method for signature 'ANFIS'
plot(x, y, epoch = Inf, ...)

Arguments

x	ANFIS class object.
y	not used but necessary for redefining the generic function.
epoch	for on-line only: epoch == Inf the whole training error; epoch == integer > 0 the give epoch trainings errors, epoch == 0 the abs epoch training sum of errors.
...	plot additional parameters.

Value

output graphics.

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; initialize, initialize,ANFIS-method; plotMF, plotMF, plotMF,ANFIS-method, plotMF-methods, plotMFs, plotMFs, plotMFs,ANFIS-method, plotMFs-methods; predict, predict,ANFIS-method; print, print,ANFIS-method, show, show,ANFIS-method; trainSet

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