org.ea.javacnn.losslayers

Class SVMLayer

java.lang.Object

org.ea.javacnn.losslayers.LossLayer

org.ea.javacnn.losslayers.SVMLayer

All Implemented Interfaces:

java.io.Serializable, Layer

public class SVMLayer
extends LossLayer

This layer uses the input area trying to find a line to separate the correct activation from the incorrect ones.

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
SVMLayer(OutputDefinition def)

Method Summary

Modifier and Type	Method and Description
double	backward(int y)
DataBlock	forward(DataBlock db, boolean training)

Methods inherited from class org.ea.javacnn.losslayers.LossLayer

backward, getBackPropagationResult, getOutAct

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

SVMLayer

public SVMLayer(OutputDefinition def)

Method Detail

forward

public DataBlock forward(DataBlock db,
                         boolean training)

backward

public double backward(int y)

Specified by:

backward in class LossLayer