KohonenTrainingTask

java.lang.Object
- org.apache.commons.math3.ml.neuralnet.sofm.KohonenTrainingTask

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

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.

Constructor Summary

Constructors
Constructor	Description
`KohonenTrainingTask(Network net, java.util.Iterator<double[]> featuresIterator, KohonenUpdateAction updateAction)`	Creates a (sequential) trainer for the given network.

Method Summary

All Methods Instance Methods Concrete Methods
Modifier and Type Method Description

void run()
- Methods inherited from class java.lang.Object
  clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

- Field Detail
  - net
```
private final Network net
```
    SOFM to be trained.
  - featuresIterator
```
private final java.util.Iterator<double[]> featuresIterator
```
    Training data.
  - updateAction
```
private final KohonenUpdateAction updateAction
```
    Update procedure.
- Constructor Detail
  - 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.
- Method Detail
  - run
```
public void run()
```
    Specified by:
    
    run in interface java.lang.Runnable