anfis.eval: ANFIS evaluator

Description Usage Arguments Value Author(s) Examples

View source: R/ANFIS.R

Description

To evaluate a ANFIS model with input data

Usage

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anfis.eval(anfis, input.stack)

Arguments

anfis

The given ANFIS model

input.stack

The input data

Value

The output of the anfis for given input data.

Author(s)

Chao Chen

Examples

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fis <- anfis.tipper()
anfis <- anfis.builder(fis)
data.num <- 5
input.num <- length(fis$input)
input.stack <- matrix(rnorm(data.num*input.num), ncol=input.num)
y <- matrix(rnorm(data.num))
data.trn <- cbind(input.stack, y)
anfis.eval(anfis, input.stack)

Example output

           [,1]
[1,]  14.328639
[2,] -47.676941
[3,] -21.710244
[4,] -27.377863
[5,]   4.402434

FuzzyR documentation built on May 19, 2021, 9:06 a.m.

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