org.encog.ml.factory

Class MLMethodFactory

java.lang.Object

org.encog.ml.factory.MLMethodFactory

public class MLMethodFactory
extends java.lang.Object

This factory is used to create machine learning methods.

Field Summary

Fields

Modifier and Type	Field and Description
static java.lang.String	PROPERTY_AF
static java.lang.String	PROPERTY_CYCLES
static java.lang.String	PROPERTY_POPULATION_SIZE Population size.
static java.lang.String	TYPE_BAYESIAN String constant for a bayesian neural network.
static java.lang.String	TYPE_EPL A Encog program.
static java.lang.String	TYPE_FEEDFORWARD String constant for feedforward neural networks.
static java.lang.String	TYPE_NEAT A NEAT neural network.
static java.lang.String	TYPE_PNN A probabilistic neural network.
static java.lang.String	TYPE_RBFNETWORK String constant for RBF neural networks.
static java.lang.String	TYPE_SOM String constant for SOMs.
static java.lang.String	TYPE_SVM String constant for support vector machines.

Constructor Summary

Constructors

Constructor and Description
MLMethodFactory()

Method Summary

Modifier and Type	Method and Description
MLMethod	create(java.lang.String methodType, java.lang.String architecture, int input, int output) Create a new machine learning method.

Methods inherited from class java.lang.Object

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

Field Detail

TYPE_BAYESIAN

public static final java.lang.String TYPE_BAYESIAN

String constant for a bayesian neural network.

See Also:

Constant Field Values

TYPE_FEEDFORWARD

public static final java.lang.String TYPE_FEEDFORWARD

String constant for feedforward neural networks.

See Also:

Constant Field Values

TYPE_RBFNETWORK

public static final java.lang.String TYPE_RBFNETWORK

String constant for RBF neural networks.

See Also:

Constant Field Values

TYPE_SVM

public static final java.lang.String TYPE_SVM

String constant for support vector machines.

See Also:

Constant Field Values

TYPE_SOM

public static final java.lang.String TYPE_SOM

String constant for SOMs.

See Also:

Constant Field Values

TYPE_PNN

public static final java.lang.String TYPE_PNN

A probabilistic neural network. Supports both PNN and GRNN.

See Also:

Constant Field Values

TYPE_NEAT

public static final java.lang.String TYPE_NEAT

A NEAT neural network.

See Also:

Constant Field Values

TYPE_EPL

public static final java.lang.String TYPE_EPL

A Encog program.

See Also:

Constant Field Values

PROPERTY_AF

public static final java.lang.String PROPERTY_AF

See Also:

Constant Field Values

PROPERTY_POPULATION_SIZE

public static final java.lang.String PROPERTY_POPULATION_SIZE

Population size.

See Also:

Constant Field Values

PROPERTY_CYCLES

public static final java.lang.String PROPERTY_CYCLES

See Also:

Constant Field Values

Constructor Detail

MLMethodFactory

public MLMethodFactory()

Method Detail

create

public MLMethod create(java.lang.String methodType,
                       java.lang.String architecture,
                       int input,
                       int output)

Create a new machine learning method.

Parameters:

methodType - The method to create.

architecture - The architecture string.

input - The input count.

output - The output count.

Returns:

The newly created machine learning method.