weka.classifiers.neural.lvq.algorithm
Class Lvq2_1Algorithm

java.lang.Object
  extended by weka.classifiers.neural.lvq.algorithm.CommonAncestor
      extended by weka.classifiers.neural.lvq.algorithm.LVQAlgorithmAncestor
          extended by weka.classifiers.neural.lvq.algorithm.Lvq1Algorithm
              extended by weka.classifiers.neural.lvq.algorithm.Lvq2_1Algorithm
All Implemented Interfaces:
java.io.Serializable
Direct Known Subclasses:
Lvq3Algorithm

public class Lvq2_1Algorithm
extends Lvq1Algorithm

Description: Implementation of the LVQ2.1 algorithm. Makes use of a window size to determine when the top 2 BMU's can be adjusted.
Copyright (c) Jason Brownlee 2004

Author:
Jason Brownlee
See Also:
Serialized Form

Constructor Summary
Lvq2_1Algorithm(LearningRateKernel aLearningKernel, CommonModel aModel, RandomWrapper aRand, double aWindow)
           
 
Method Summary
 
Methods inherited from class weka.classifiers.neural.lvq.algorithm.LVQAlgorithmAncestor
trainModel
 
Methods inherited from class weka.classifiers.neural.lvq.algorithm.CommonAncestor
addEpochEventListener
 
Methods inherited from class java.lang.Object
equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait
 

Constructor Detail

Lvq2_1Algorithm

public Lvq2_1Algorithm(LearningRateKernel aLearningKernel,
                       CommonModel aModel,
                       RandomWrapper aRand,
                       double aWindow)