weka.classifiers.neural.lvq
Class Lvq1

java.lang.Object
  weka.classifiers.Classifier
      weka.classifiers.neural.lvq.AlgorithmAncestor
          weka.classifiers.neural.lvq.LvqAlgorithmAncestor
              weka.classifiers.neural.lvq.Lvq1

All Implemented Interfaces:

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

public class Lvq1
extends LvqAlgorithmAncestor

Description: Implementation of the LVQ1 algorithm for use in WEKA Implements elements required for the common LVQ algorithm framework specific to the LVQ1 algorithm.
Copyright (c) Jason Brownlee 2004

Author:

Jason Brownlee

See Also:

Serialized Form

Constructor Summary

Lvq1()

Method Summary

java.lang.String	globalInfo() Return LVQ1 specific information
static void	main(java.lang.String[] args) Entry point into the algorithm for direct usage

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

Lvq1

public Lvq1()

Method Detail

globalInfo

public java.lang.String globalInfo()

Return LVQ1 specific information

Specified by:

globalInfo in class AlgorithmAncestor

Returns:

String

main

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

Entry point into the algorithm for direct usage

Parameters:

args -