predict.ANN: Predict the output with an ANN already optimised.

In ANN: Feedforward Artificial Neural Network optimized by Genetic Algorithm

Description

Once the Artificial Neural Network is optimized, the output can be predicted.

Usage

## S3 method for class 'ANN'
predict(object, input,...)

Arguments

object	Object of class "ANN", an already optimized ANN.
input	Input inserted into the ANN to predict outputs.
...	not used

Author(s)

Francis Roy-Desrosiesrs

Examples

#use the command demo(ANN) to see how dataANN was created 
data("dataANN")

par( mfrow=c(2,2) )
                plot(sin(t), main="sin")
                plot(noisy_sin, main="sin + 0.5 * rnorm")
                plot(output, main="sin + 0.5 * rnorm in [0,1]")
                plot(input, main="input should be in the range [0,1]")


demoResultANN

ANNObject<-demoResultANN[[3]]


ANNObject 	#or print(ANNObject)
plot(ANNObject)


p		<-predict( ANNObject, input )

#printing 'p'
p
plot(p$predict,main="Predicted Output")

ANN documentation built on May 2, 2019, 4:51 p.m.