weka.classifiers.neural.lvq
Class Lvq1

java.lang.Object
  extended by weka.classifiers.Classifier
      extended by weka.classifiers.neural.lvq.AlgorithmAncestor
          extended by weka.classifiers.neural.lvq.LvqAlgorithmAncestor
              extended by 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 -