Serialized Form

Package yawn

Class yawn.YawnException extends java.lang.Exception implements Serializable

serialVersionUID: 3905801976699565366L

Class yawn.YawnRuntimeException extends java.lang.RuntimeException implements Serializable

serialVersionUID: 3833184752617141299L

Package yawn.config

Class yawn.config.ConfigurationException extends YawnException implements Serializable

serialVersionUID: 3832899940551504182L

Class yawn.config.ValidationException extends YawnException implements Serializable

serialVersionUID: 3545803186523681331L

Package yawn.envs

Class yawn.envs.EnvironmentException extends YawnException implements Serializable

serialVersionUID: 3834308444894212660L

Package yawn.envs.delve

Class yawn.envs.delve.DelveNotInitializedException extends YawnRuntimeException implements Serializable

serialVersionUID: 3618697517534031922L

Package yawn.io

Class yawn.io.DuplicateKeyException extends StorageException implements Serializable

serialVersionUID: 3906930058349459764L

Class yawn.io.KeyNotPresentException extends StorageException implements Serializable

serialVersionUID: 3256444707180655411L

Class yawn.io.StorageException extends YawnException implements Serializable

serialVersionUID: 3544676174354788913L

Package yawn.io.serialization

Class yawn.io.serialization.SerializationException extends YawnException implements Serializable

serialVersionUID: 4050483413280370737L

Package yawn.nn

Class yawn.nn.NeuralNetwork extends java.lang.Object implements Serializable

Serialized Fields

statisticsFacility

StatisticsFacility statisticsFacility

adapting

boolean adapting

Package yawn.nn.appart

Class yawn.nn.appart.AppArt extends NeuralNetwork implements Serializable

serialVersionUID: 3257006553327415353L

Serialized Fields

f2GainControl

GainControlUnitOnMatching f2GainControl

f2Layer

RecognitionLayer f2Layer

initialDeviations

Pattern initialDeviations

inputLayer

InputLayer inputLayer

inputSize

int inputSize

outputSize

int outputSize

learningRate

double learningRate

matchTrackingOneShot

boolean matchTrackingOneShot

maxEpochs

long maxEpochs

currentEpochErrorSum

double currentEpochErrorSum

outputGainControl

GainControlUnitOnOutput outputGainControl

outputLayer

OutputLayer outputLayer

predictionError

double predictionError

predictionLayer

PredictionLayer predictionLayer

predictionLayerLearningRate

double predictionLayerLearningRate

testMatchVigilance

double testMatchVigilance

trainMatchVigilance

double trainMatchVigilance

useAbsoluteError

boolean useAbsoluteError

desiredMeanSquaredError

double desiredMeanSquaredError

Package yawn.nn.committee

Class yawn.nn.committee.NetworkCommittee extends NeuralNetwork implements Serializable

serialVersionUID: 3256438123029147696L

Serialized Fields

combinationFunction

CommitteeFunction combinationFunction

the function used to combine the results from each committe member

committee

java.util.List committee

serialProcessing

boolean serialProcessing

Package yawn.nn.fuzzyartmap

Class yawn.nn.fuzzyartmap.FuzzyArtMap extends NeuralNetwork implements Serializable

serialVersionUID: 3258135747491018292L

Serialized Fields

alphaArtA

double alphaArtA

alphaArtB

double alphaArtB

artA

FuzzyArt artA

artB

FuzzyArt artB

betaArtA

double betaArtA

betaArtB

double betaArtB

currentConfig

FuzzyArtMapConfig currentConfig

epsilon

double epsilon

small amount added when doing match tracking

inputSize

int inputSize

maps

int[] maps

matchError

double matchError

max difference between desired output and prediction to be counted as error

maxEpochs

int maxEpochs

max number of passes through the training set

maxInputs

double[] maxInputs

maxOutputs

double[] maxOutputs

minInputs

double[] minInputs

minOutputs

double[] minOutputs

numberOfMismatches

int numberOfMismatches

outputSize

int outputSize

useComplementCoding

boolean useComplementCoding

vigilanceArtA

double vigilanceArtA

vigilanceArtB

double vigilanceArtB

Class yawn.nn.fuzzyartmap.FuzzyArtMapJGapAdapter extends JGapAdapter implements Serializable

serialVersionUID: 3257002159559226420L

Package yawn.nn.gasart

Class yawn.nn.gasart.GasArt extends AppArt implements Serializable

serialVersionUID: 3258412824522208311L

Serialized Fields

edgesVector

java.util.Vector edgesVector

Stores the F2 layer topoCommons.LOGy

bmuFact

double bmuFact

maxAge

int maxAge

neighborFact

double neighborFact

Package yawn.nn.mlp

Class yawn.nn.mlp.MultiLayerPerceptron extends NeuralNetwork implements Serializable

serialVersionUID: 3617013065753900343L

Serialized Fields

currentEpoch

long currentEpoch

errorSum

double errorSum

layers

java.util.List layers

learningRate

double learningRate

momentumRate

double momentumRate

maxEpochs

long maxEpochs

predictionError

double predictionError

config

MultiLayerPerceptronConfig config

Package yawn.nn.mlp.smart

Class yawn.nn.mlp.smart.SmartMultiLayerPerceptron extends NeuralNetwork implements Serializable

serialVersionUID: 3760558702528508217L

Serialized Fields

currentEpoch

long currentEpoch

maxLearningRate

double maxLearningRate

maxEpochs

long maxEpochs

predictionError

double predictionError

net

MultiLayerPerceptron net

Package yawn.optim

Class yawn.optim.ParamerFitter extends NeuralNetwork implements Serializable

Package yawn.optim.genetic

Class yawn.optim.genetic.GeneticParameterFitter extends ParamerFitter implements Serializable

serialVersionUID: 3833462907550709300L

Serialized Fields

fittedModel

NeuralNetwork fittedModel

modeltoBeFittedConfig

NeuralNetworkConfig modeltoBeFittedConfig

maxGenerations

int maxGenerations

populationSize

int populationSize

preserveFittestIndividual

boolean preserveFittestIndividual

Class yawn.optim.genetic.JGapAdapter extends org.jgap.FitnessFunction implements Serializable

Serialized Fields

templateConfig

NeuralNetworkConfig templateConfig

trainingSet

InputOutputPattern[] trainingSet

evalSet

InputOutputPattern[] evalSet