weka.classifiers.neural.lvq.model
Class LvqModel

java.lang.Object
  extended by weka.classifiers.neural.lvq.model.CommonModel
      extended by weka.classifiers.neural.lvq.model.LvqModel
All Implemented Interfaces:
java.io.Serializable

public class LvqModel
extends CommonModel

Description: Represents a LVQ model generated using a varient of the LVQ algorithm for a dataset
Copyright (c) Jason Brownlee 2004

Author:
Jason Brownlee
See Also:
Serialized Form

Constructor Summary
LvqModel(int totalVectors)
           
 
Method Summary
 CodebookVector[] get2Bmu(weka.core.Instance aInstance)
           
 
Methods inherited from class weka.classifiers.neural.lvq.model.CommonModel
applyLearningRateToAllVectors, calculateCodebookClassDistribution, calculateQuantisationError, classifyInstance, clearBmuCounts, clearClassDistributions, getBmu, getBmuCounts, getBmuDistance, getClassLabelIndex, getCodebookVectors, getTotalCodebookVectors, initialiseModel, setUseVoting, updateModel
 
Methods inherited from class java.lang.Object
equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait
 

Constructor Detail

LvqModel

public LvqModel(int totalVectors)
Method Detail

get2Bmu

public CodebookVector[] get2Bmu(weka.core.Instance aInstance)