Package de.jungblut.classification.nn

Class MultilayerPerceptronCostFunction.NetworkConfiguration

java.lang.Object

de.jungblut.classification.nn.MultilayerPerceptronCostFunction.NetworkConfiguration

Enclosing class:

MultilayerPerceptronCostFunction

public static class MultilayerPerceptronCostFunction.NetworkConfiguration
extends java.lang.Object

Field Summary

Fields

Modifier and Type	Field	Description
ActivationFunction[]	activations
LossFunction	error
double	hiddenDropoutProbability
double	lambda
int[]	layerSizes
java.util.Random	rnd
TrainingType	trainingType
int[][]	unfoldParameters
double	visibleDropoutProbability

Constructor Summary

Constructors

Constructor	Description
NetworkConfiguration()

Method Summary

Methods inherited from class java.lang.Object

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

Field Detail

lambda

public double lambda

layerSizes

public int[] layerSizes

unfoldParameters

public int[][] unfoldParameters

activations

public ActivationFunction[] activations

error

public LossFunction error

trainingType

public TrainingType trainingType

visibleDropoutProbability

public double visibleDropoutProbability

hiddenDropoutProbability

public double hiddenDropoutProbability

rnd

public java.util.Random rnd

Constructor Detail

NetworkConfiguration

public NetworkConfiguration()