Class KohonenTrainingTask
- java.lang.Object
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- org.apache.commons.math3.ml.neuralnet.sofm.KohonenTrainingTask
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- All Implemented Interfaces:
java.lang.Runnable
public class KohonenTrainingTask extends java.lang.Object implements java.lang.Runnable
Trainer for Kohonen's Self-Organizing Map.- Since:
- 3.3
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Field Summary
Fields Modifier and Type Field Description private java.util.Iterator<double[]>
featuresIterator
Training data.private Network
net
SOFM to be trained.private KohonenUpdateAction
updateAction
Update procedure.
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Constructor Summary
Constructors Constructor Description KohonenTrainingTask(Network net, java.util.Iterator<double[]> featuresIterator, KohonenUpdateAction updateAction)
Creates a (sequential) trainer for the given network.
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Method Summary
All Methods Instance Methods Concrete Methods Modifier and Type Method Description void
run()
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Field Detail
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net
private final Network net
SOFM to be trained.
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featuresIterator
private final java.util.Iterator<double[]> featuresIterator
Training data.
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updateAction
private final KohonenUpdateAction updateAction
Update procedure.
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Constructor Detail
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KohonenTrainingTask
public KohonenTrainingTask(Network net, java.util.Iterator<double[]> featuresIterator, KohonenUpdateAction updateAction)
Creates a (sequential) trainer for the given network.- Parameters:
net
- Network to be trained with the SOFM algorithm.featuresIterator
- Training data iterator.updateAction
- SOFM update procedure.
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