Top Description Interfaces Classes

[default module]

Package org.apache.commons.math3.ml.neuralnet.sofm

Self Organizing Feature Map.

Interface Summary

Modifier and Type	Interface and Description
public interface	LearningFactorFunction Provides the learning rate as a function of the number of calls already performed during the learning task.
public interface	NeighbourhoodSizeFunction Provides the network neighbourhood's size as a function of the number of calls already performed during the learning task.

Class Summary

Modifier and Type	Class and Description
public class	KohonenTrainingTask Trainer for Kohonen's Self-Organizing Map.
public class	KohonenUpdateAction Update formula for Kohonen's Self-Organizing Map.
public class	LearningFactorFunctionFactory Factory for creating instances of `LearningFactorFunction`.
public class	NeighbourhoodSizeFunctionFactory Factory for creating instances of `NeighbourhoodSizeFunction`.