Uses of Interface
org.encog.ml.MLMethod

Packages that use MLMethod

org.encog.app.analyst
org.encog.app.analyst.csv
org.encog.mathutil.randomize
org.encog.ml
org.encog.ml.bayesian
org.encog.ml.bayesian.training
org.encog.ml.factory
org.encog.ml.factory.method
org.encog.ml.factory.train
org.encog.ml.fitting.gaussian
org.encog.ml.fitting.linear
org.encog.ml.hmm
org.encog.ml.hmm.train.bw
org.encog.ml.hmm.train.kmeans
org.encog.ml.kmeans
org.encog.ml.svm
org.encog.ml.svm.training
org.encog.ml.train
org.encog.neural.art
org.encog.neural.bam
org.encog.neural.cpn
org.encog.neural.cpn.training
org.encog.neural.neat
org.encog.neural.neat.training
org.encog.neural.networks
org.encog.neural.networks.structure
org.encog.neural.networks.training.cross
org.encog.neural.networks.training.genetic
org.encog.neural.networks.training.lma
org.encog.neural.networks.training.nm
org.encog.neural.networks.training.pnn
org.encog.neural.networks.training.propagation
org.encog.neural.networks.training.pso
org.encog.neural.networks.training.simple
org.encog.neural.pattern
org.encog.neural.pnn
org.encog.neural.rbf
org.encog.neural.som
org.encog.neural.som.training.basic
org.encog.neural.som.training.clustercopy
org.encog.neural.thermal
org.encog.plugin
org.encog.plugin.system
org.encog.util.simple
org.encog.util.validate

Uses of MLMethod in org.encog.app.analyst

Methods in org.encog.app.analyst that return MLMethod

MLMethod

EncogAnalyst.getMethod()

Methods in org.encog.app.analyst with parameters of type MLMethod

void	EncogAnalyst.setMethod(MLMethod method)

Uses of MLMethod in org.encog.app.analyst.csv

Methods in org.encog.app.analyst.csv with parameters of type MLMethod

void	AnalystEvaluateCSV.process(File outputFile, MLMethod method) Process the file.

Uses of MLMethod in org.encog.mathutil.randomize

Methods in org.encog.mathutil.randomize with parameters of type MLMethod

void	Randomizer.randomize(MLMethod network) Randomize the synapses and bias values in the basic network based on an array, modify the array.
void	NguyenWidrowRandomizer.randomize(MLMethod method)
void	BasicRandomizer.randomize(MLMethod method) Randomize the synapses and biases in the basic network based on an array, modify the array.

Uses of MLMethod in org.encog.ml

Subinterfaces of MLMethod in org.encog.ml

interface	MLAutoAssocation Defines a MLMethod that can handle autoassocation.
interface	MLClassification This interface defines a MLMethod that is used for classification.
interface	MLClustering A machine learning method that is used to break data into clusters.
interface	MLContext Defines a MLMethod that can hold context.
interface	MLEncodable Defines a Machine Learning Method that can be encoded to a double array.
interface	MLError Defines Machine Learning Method that can calculate an error based on a data set.
interface	MLInput Defines a MLMethod that accepts input.
interface	MLInputOutput This is a convenience interface that combines MLInput and MLOutput.
interface	MLOutput Defines a MLMethod that produces output.
interface	MLProperties Defines a Machine Learning Method that holds properties.
interface	MLRegression Defines a Machine Learning Method that supports regression.
interface	MLResettable Defines a Machine Learning Method that can be reset to an untrained starting point.
interface	MLStateSequence A state sequence ML method, for example a Hidden Markov Model.

Classes in org.encog.ml that implement MLMethod

class

BasicML A class that provides basic property functionality for the MLProperties interface.

Uses of MLMethod in org.encog.ml.bayesian

Classes in org.encog.ml.bayesian that implement MLMethod

class

BayesianNetwork The Bayesian Network is a machine learning method that is based on probability, and particularly Bayes' Rule.

Uses of MLMethod in org.encog.ml.bayesian.training

Methods in org.encog.ml.bayesian.training that return MLMethod

MLMethod

TrainBayesian.getMethod() Get the current best machine learning method from the training.

Uses of MLMethod in org.encog.ml.factory

Methods in org.encog.ml.factory that return MLMethod

MLMethod

MLMethodFactory.create(String methodType, String architecture, int input, int output) Create a new machine learning method.

Methods in org.encog.ml.factory with parameters of type MLMethod

MLTrain

MLTrainFactory.create(MLMethod method, MLDataSet training, String type, String args) Create a trainer.

Uses of MLMethod in org.encog.ml.factory.method

Methods in org.encog.ml.factory.method that return MLMethod

MLMethod	SOMFactory.create(String architecture, int input, int output) Create a SOM.
MLMethod	BayesianFactory.create(String architecture, int input, int output) Create a bayesian network.
MLMethod	RBFNetworkFactory.create(String architecture, int input, int output) Create a RBF network.
MLMethod	PNNFactory.create(String architecture, int input, int output) Create a PNN network.
MLMethod	FeedforwardFactory.create(String architecture, int input, int output) Create a feed forward network.
MLMethod	SRNFactory.create(String architecture, int input, int output) Create the SRN.
MLMethod	SVMFactory.create(String architecture, int input, int output) Create the SVM.

Uses of MLMethod in org.encog.ml.factory.train

Methods in org.encog.ml.factory.train with parameters of type MLMethod

MLTrain	ManhattanFactory.create(MLMethod method, MLDataSet training, String argsStr) Create a Manhattan trainer.
MLTrain	RPROPFactory.create(MLMethod method, MLDataSet training, String argsStr) Create a RPROP trainer.
MLTrain	NeighborhoodSOMFactory.create(MLMethod method, MLDataSet training, String argsStr) Create a LMA trainer.
MLTrain	PNNTrainFactory.create(MLMethod method, MLDataSet training, String args) Create a PNN trainer.
MLTrain	SCGFactory.create(MLMethod method, MLDataSet training, String args) Create a SCG trainer.
MLTrain	NelderMeadFactory.create(MLMethod method, MLDataSet training, String argsStr) Create a Nelder Mead trainer.
MLTrain	QuickPropFactory.create(MLMethod method, MLDataSet training, String argsStr) Create a quick propagation trainer.
MLTrain	SVMSearchFactory.create(MLMethod method, MLDataSet training, String argsStr) Create a SVM trainer.
MLTrain	ClusterSOMFactory.create(MLMethod method, MLDataSet training, String argsStr) Create a cluster SOM trainer.
MLTrain	GeneticFactory.create(MLMethod method, MLDataSet training, String argsStr) Create an annealing trainer.
MLTrain	TrainBayesianFactory.create(MLMethod method, MLDataSet training, String argsStr) Create a K2 trainer.
MLTrain	RBFSVDFactory.create(MLMethod method, MLDataSet training, String args) Create a RBF-SVD trainer.
MLTrain	BackPropFactory.create(MLMethod method, MLDataSet training, String argsStr) Create a backpropagation trainer.
MLTrain	LMAFactory.create(MLMethod method, MLDataSet training, String argsStr) Create a LMA trainer.
MLTrain	SVMFactory.create(MLMethod method, MLDataSet training, String argsStr) Create a SVM trainer.
MLTrain	PSOFactory.create(MLMethod method, MLDataSet training, String argsStr) Create a PSO trainer.
MLTrain	AnnealFactory.create(MLMethod method, MLDataSet training, String argsStr) Create an annealing trainer.

Uses of MLMethod in org.encog.ml.fitting.gaussian

Classes in org.encog.ml.fitting.gaussian that implement MLMethod

class

GaussianFitting

Methods in org.encog.ml.fitting.gaussian that return MLMethod

MLMethod

TrainGaussian.getMethod()

Uses of MLMethod in org.encog.ml.fitting.linear

Classes in org.encog.ml.fitting.linear that implement MLMethod

class

LinearRegression

Methods in org.encog.ml.fitting.linear that return MLMethod

MLMethod

TrainLinearRegression.getMethod()

Uses of MLMethod in org.encog.ml.hmm

Classes in org.encog.ml.hmm that implement MLMethod

class

HiddenMarkovModel A Hidden Markov Model (HMM) is a Machine Learning Method that allows for predictions to be made about the hidden states and observations of a given system over time.

Uses of MLMethod in org.encog.ml.hmm.train.bw

Methods in org.encog.ml.hmm.train.bw that return MLMethod

MLMethod

BaseBaumWelch.getMethod()

Uses of MLMethod in org.encog.ml.hmm.train.kmeans

Methods in org.encog.ml.hmm.train.kmeans that return MLMethod

MLMethod

TrainKMeans.getMethod()

Uses of MLMethod in org.encog.ml.kmeans

Classes in org.encog.ml.kmeans that implement MLMethod

class

KMeansClustering This class performs a basic K-Means clustering.

Uses of MLMethod in org.encog.ml.svm

Classes in org.encog.ml.svm that implement MLMethod

class

SVM This is a network that is backed by one or more Support Vector Machines (SVM).

Uses of MLMethod in org.encog.ml.svm.training

Methods in org.encog.ml.svm.training that return MLMethod

MLMethod	SVMTrain.getMethod() Get the current best machine learning method from the training.
MLMethod	SVMSearchTrain.getMethod() Get the current best machine learning method from the training.

Uses of MLMethod in org.encog.ml.train

Methods in org.encog.ml.train that return MLMethod

MLMethod

MLTrain.getMethod() Get the current best machine learning method from the training.

Uses of MLMethod in org.encog.neural.art

Classes in org.encog.neural.art that implement MLMethod

class	ART Adaptive Resonance Theory (ART) is a form of neural network developed by Stephen Grossberg and Gail Carpenter.
class	ART1 Implements an ART1 neural network.

Uses of MLMethod in org.encog.neural.bam

Classes in org.encog.neural.bam that implement MLMethod

class

BAM Bidirectional associative memory (BAM) is a type of neural network developed by Bart Kosko in 1988.

Uses of MLMethod in org.encog.neural.cpn

Classes in org.encog.neural.cpn that implement MLMethod

class

CPN Counterpropagation Neural Networks (CPN) were developed by Professor Robert Hecht-Nielsen in 1987.

Uses of MLMethod in org.encog.neural.cpn.training

Methods in org.encog.neural.cpn.training that return MLMethod

MLMethod

TrainOutstar.getMethod() Get the current best machine learning method from the training.

Uses of MLMethod in org.encog.neural.neat

Classes in org.encog.neural.neat that implement MLMethod

class

NEATNetwork Implements a NEAT network as a synapse between two layers.

Uses of MLMethod in org.encog.neural.neat.training

Methods in org.encog.neural.neat.training that return MLMethod

MLMethod

NEATTraining.getMethod()

Uses of MLMethod in org.encog.neural.networks

Subinterfaces of MLMethod in org.encog.neural.networks

interface

ContainsFlat Interface that specifies that a machine learning method contains a flat network.

Classes in org.encog.neural.networks that implement MLMethod

class

BasicNetwork This class implements a neural network.

Uses of MLMethod in org.encog.neural.networks.structure

Methods in org.encog.neural.networks.structure with parameters of type MLMethod

static void	NetworkCODEC.arrayToNetwork(double[] array, MLMethod network) Use an array to populate the memory of the neural network.
static int	NetworkCODEC.networkSize(MLMethod network) Determine the network size.
static double[]	NetworkCODEC.networkToArray(MLMethod network) Convert to an array.

Uses of MLMethod in org.encog.neural.networks.training.cross

Methods in org.encog.neural.networks.training.cross that return MLMethod

MLMethod

CrossTraining.getMethod() Get the current best machine learning method from the training.

Constructors in org.encog.neural.networks.training.cross with parameters of type MLMethod

CrossTraining(MLMethod network, FoldedDataSet training)
Construct a cross trainer.

Uses of MLMethod in org.encog.neural.networks.training.genetic

Methods in org.encog.neural.networks.training.genetic that return MLMethod

MLMethod	NeuralGeneticAlgorithm.getMethod() Get the current best machine learning method from the training.
MLMethod	NeuralGeneticAlgorithm.NeuralGeneticAlgorithmHelper.getMethod() Get the current best neural network.

Uses of MLMethod in org.encog.neural.networks.training.lma

Methods in org.encog.neural.networks.training.lma that return MLMethod

MLMethod

LevenbergMarquardtTraining.getMethod()

Uses of MLMethod in org.encog.neural.networks.training.nm

Methods in org.encog.neural.networks.training.nm that return MLMethod

MLMethod

NelderMeadTraining.getMethod() Get the current best machine learning method from the training.

Uses of MLMethod in org.encog.neural.networks.training.pnn

Methods in org.encog.neural.networks.training.pnn that return MLMethod

MLMethod

TrainBasicPNN.getMethod() Get the current best machine learning method from the training.

Uses of MLMethod in org.encog.neural.networks.training.propagation

Methods in org.encog.neural.networks.training.propagation that return MLMethod

MLMethod

Propagation.getMethod() Get the current best machine learning method from the training.

Uses of MLMethod in org.encog.neural.networks.training.pso

Methods in org.encog.neural.networks.training.pso that return MLMethod

MLMethod

NeuralPSO.getMethod()

Uses of MLMethod in org.encog.neural.networks.training.simple

Methods in org.encog.neural.networks.training.simple that return MLMethod

MLMethod

TrainAdaline.getMethod() Get the current best machine learning method from the training.

Uses of MLMethod in org.encog.neural.pattern

Methods in org.encog.neural.pattern that return MLMethod

MLMethod	FeedForwardPattern.generate() Generate the feedforward neural network.
MLMethod	RadialBasisPattern.generate() Generate the RBF network.
MLMethod	JordanPattern.generate() Generate a Jordan neural network.
MLMethod	SVMPattern.generate()
MLMethod	ART1Pattern.generate() Generate the neural network.
MLMethod	ADALINEPattern.generate() Generate the network.
MLMethod	BoltzmannPattern.generate() Generate the network.
MLMethod	HopfieldPattern.generate() Generate the Hopfield neural network.
MLMethod	ElmanPattern.generate() Generate the Elman neural network.
MLMethod	BAMPattern.generate()
MLMethod	SOMPattern.generate() Generate the RSOM network.
MLMethod	PNNPattern.generate() Generate the RSOM network.
MLMethod	NeuralNetworkPattern.generate() Generate the specified neural network.
MLMethod	CPNPattern.generate() Generate the network.

Uses of MLMethod in org.encog.neural.pnn

Classes in org.encog.neural.pnn that implement MLMethod

class	AbstractPNN Abstract class to build PNN networks upon.
class	BasicPNN This class implements either a: Probabilistic Neural Network (PNN) General Regression Neural Network (GRNN) To use a PNN specify an output mode of classification, to make use of a GRNN specify either an output mode of regression or un-supervised autoassociation.

Uses of MLMethod in org.encog.neural.rbf

Classes in org.encog.neural.rbf that implement MLMethod

class

RBFNetwork RBF neural network.

Uses of MLMethod in org.encog.neural.som

Classes in org.encog.neural.som that implement MLMethod

class

SOM A self organizing map neural network.

Uses of MLMethod in org.encog.neural.som.training.basic

Methods in org.encog.neural.som.training.basic that return MLMethod

MLMethod

BasicTrainSOM.getMethod() Get the current best machine learning method from the training.

Uses of MLMethod in org.encog.neural.som.training.clustercopy

Methods in org.encog.neural.som.training.clustercopy that return MLMethod

MLMethod

SOMClusterCopyTraining.getMethod() Get the current best machine learning method from the training.

Uses of MLMethod in org.encog.neural.thermal

Classes in org.encog.neural.thermal that implement MLMethod

class	BoltzmannMachine Implements a Boltzmann machine.
class	HopfieldNetwork Implements a Hopfield network.
class	ThermalNetwork The thermal network forms the base class for Hopfield and Boltzmann machines.

Uses of MLMethod in org.encog.plugin

Methods in org.encog.plugin that return MLMethod

MLMethod

EncogPluginService1.createMethod(String methodType, String architecture, int input, int output) Create a new machine learning method.

Methods in org.encog.plugin with parameters of type MLMethod

MLTrain

EncogPluginService1.createTraining(MLMethod method, MLDataSet training, String type, String args) Create a trainer.

Uses of MLMethod in org.encog.plugin.system

Methods in org.encog.plugin.system that return MLMethod

MLMethod	SystemTrainingPlugin.createMethod(String methodType, String architecture, int input, int output)
MLMethod	SystemActivationPlugin.createMethod(String methodType, String architecture, int input, int output) Create a new machine learning method.
MLMethod	SystemMethodsPlugin.createMethod(String methodType, String architecture, int input, int output) Create a new machine learning method.

Methods in org.encog.plugin.system with parameters of type MLMethod

MLTrain	SystemTrainingPlugin.createTraining(MLMethod method, MLDataSet training, String type, String args)
MLTrain	SystemActivationPlugin.createTraining(MLMethod method, MLDataSet training, String type, String args) Create a trainer.
MLTrain	SystemMethodsPlugin.createTraining(MLMethod method, MLDataSet training, String type, String args) Create a trainer.

Uses of MLMethod in org.encog.util.simple

Methods in org.encog.util.simple with parameters of type MLMethod

static void

EncogUtility.trainToError(MLMethod method, MLDataSet dataSet, double error) Train the method, to a specific error, send the output to the console.

Uses of MLMethod in org.encog.util.validate

Methods in org.encog.util.validate with parameters of type MLMethod

static void

ValidateNetwork.validateMethodToData(MLMethod method, MLDataSet training)