weka.classifiers.neural.lvq
Class Lvq2_1

java.lang.Object
  weka.classifiers.Classifier
      weka.classifiers.neural.lvq.AlgorithmAncestor
          weka.classifiers.neural.lvq.LvqAlgorithmAncestor
              weka.classifiers.neural.lvq.Lvq2_1

All Implemented Interfaces:

java.io.Serializable, java.lang.Cloneable, weka.core.OptionHandler, weka.core.WeightedInstancesHandler

public class Lvq2_1
extends LvqAlgorithmAncestor

Description: Implementation of the LVQ2.1 algorithm for use in WEKA.
Copyright (c) Jason Brownlee 2004

Author:

Jason Brownlee

See Also:

Serialized Form

Constructor Summary

Lvq2_1()

Method Summary

double	getWindowSize() Returns the window size value
java.lang.String	globalInfo() Returns global info on the algorithm implementation
static void	main(java.lang.String[] args) Entry point into the algorithm for direct usage
void	setWindowSize(double w) Set the window size value
java.lang.String	windowSizeTipText() Window size tool tip

Methods inherited from class weka.classifiers.neural.lvq.LvqAlgorithmAncestor

getLearningFunction, getLearningRate, getOptions, getTotalCodebookVectors, getTotalTrainingIterations, initialisationModeTipText, learningFunctionTipText, learningRateTipText, listOptions, randomSeedTipText, setLearningFunction, setLearningRate, setOptions, setTotalCodebookVectors, setTotalTrainingIterations, totalCodebookVectorsTipText, totalTrainingIterationsTipText, useVotingTipText

Methods inherited from class weka.classifiers.neural.lvq.AlgorithmAncestor

addEpochEventListener, buildClassifier, calculateQuantisationError, distributionForInstance, getInitialisationMode, getModel, getSeed, getTotalTrainingBmuHits, getTrainingBmuUsage, getUseVoting, prepareBuildTimeReport, prepareClassDistributionReport, prepareCodebookVectorReport, prepareIndividualClassDistributionReport, prepareTrainingBMUReport, quantisationErrorReport, setInitialisationMode, setPreInitialisedModel, setPrepareBmuStatistis, setSeed, setUseVoting, toString

Methods inherited from class weka.classifiers.Classifier

classifyInstance, debugTipText, forName, getDebug, makeCopies, makeCopy, setDebug

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, wait, wait, wait

Constructor Detail

Lvq2_1

public Lvq2_1()

Method Detail

globalInfo

public java.lang.String globalInfo()

Returns global info on the algorithm implementation

Specified by:

globalInfo in class AlgorithmAncestor

Returns:

String

windowSizeTipText

public java.lang.String windowSizeTipText()

Window size tool tip

Returns:

setWindowSize

public void setWindowSize(double w)

Set the window size value

Parameters:

w -

getWindowSize

public double getWindowSize()

Returns the window size value

Returns:

main

public static void main(java.lang.String[] args)

Entry point into the algorithm for direct usage

Parameters:

args -