org.encog.ml.factory
Class MLMethodFactory

java.lang.Object
  org.encog.ml.factory.MLMethodFactory

public class MLMethodFactory
extends Object

This factory is used to create machine learning methods.

Field Summary

static String	TYPE_FEEDFORWARD String constant for feedforward neural networks.
static String	TYPE_PNN A probabilistic neural network.
static String	TYPE_RBFNETWORK String constant for RBF neural networks.
static String	TYPE_SOM String constant for SOMs.
static String	TYPE_SVM String constant for support vector machines.

Constructor Summary

MLMethodFactory()

Method Summary

MLMethod

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

Methods inherited from class java.lang.Object

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

Field Detail

TYPE_FEEDFORWARD

public static final String TYPE_FEEDFORWARD

String constant for feedforward neural networks.

See Also:

Constant Field Values

TYPE_RBFNETWORK

public static final String TYPE_RBFNETWORK

String constant for RBF neural networks.

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Constant Field Values

TYPE_SVM

public static final String TYPE_SVM

String constant for support vector machines.

See Also:

Constant Field Values

TYPE_SOM

public static final String TYPE_SOM

String constant for SOMs.

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Constant Field Values

TYPE_PNN

public static final String TYPE_PNN

A probabilistic neural network. Supports both PNN & GRNN.

See Also:

Constant Field Values

Constructor Detail

MLMethodFactory

public MLMethodFactory()

Method Detail

create

public final MLMethod create(String methodType,
                             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.