SciLib.Neuro
Class Adaline

java.lang.Object
  SciLib.Neuro.Nnet
      SciLib.Neuro.Adaline

public class Adaline
extends Nnet

This class defines An Adaline Network.

Field Summary

Fields inherited from class SciLib.Neuro.Nnet

averageError, DesiredOutputMatrix, errorThreshold, g, hidden, hiddenSize, inSize, learningRate, momentum, numberOfHiddenLayers, NumberOfTestPatterns, NumberOfTrainingPatterns, output, outSize, testingData, testingDesiredOutput, trainingData, trainingDesiredOutput

Constructor Summary

Adaline(int is, Activation phi)
Make an Adeline network with specific size and activation function

Method Summary

double	computeOutput(vector x) Compute output
void	setup()
java.lang.String	testing() Testing an Adaline network
void	training(double epsi, double eta) Training an Adaline network

Methods inherited from class SciLib.Neuro.Nnet

generate, getErrorThreshold, getHiddenLayers, gethiddenSize, getInputSize, getLearningRate, getMomentumPar, getnumberOfHiddenLayers, getNumberOfTestPatterns, getNumberOfTrainingPatterns, getOutputLayer, getOutputSize, getTrainingData, getTrainingDesiredOutput, makeDesiredOutputMatrix, makeDesiredOutputMatrix, makeTrainingSet, readTestingData, readTrainingData, readWeight, setActivation, setErrorThreshold, setInputSize, setLearningRate, setMomentumPar, setNumberOfTestPatterns, setNumberOfTrainingPatterns, setOutputSize, setSize, writeWeight

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

Adaline

public Adaline(int is,
               Activation phi)

Make an Adeline network with specific size and activation function

Parameters:

is - An integer value, the input size

phi - An Activation object

Method Detail

setup

public void setup()

computeOutput

public double computeOutput(vector x)

Compute output

training

public void training(double epsi,
                     double eta)

Training an Adaline network

Parameters:

epsi - The tolerance error

eta - The learning rate

testing

public java.lang.String testing()

Testing an Adaline network