weka.classifiers.neural.lvq.algorithm
Class Lvq2_1Algorithm

java.lang.Object
  weka.classifiers.neural.lvq.algorithm.CommonAncestor
      weka.classifiers.neural.lvq.algorithm.LVQAlgorithmAncestor
          weka.classifiers.neural.lvq.algorithm.Lvq1Algorithm
              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)