org.encog.plugin.system

Class SystemMethodsPlugin

java.lang.Object

org.encog.plugin.system.SystemMethodsPlugin

All Implemented Interfaces:

EncogPluginBase, EncogPluginService1

public class SystemMethodsPlugin
extends java.lang.Object
implements EncogPluginService1

The system machine learning methods plugin. This provides all of the built in machine learning methods for Encog.

Field Summary

Fields inherited from interface org.encog.plugin.EncogPluginBase

TYPE_LOGGING, TYPE_SERVICE

Constructor Summary

Constructors

Constructor and Description
SystemMethodsPlugin()

Method Summary

Modifier and Type	Method and Description
ActivationFunction	createActivationFunction(java.lang.String name) Create an activation function.
MLMethod	createMethod(java.lang.String methodType, java.lang.String architecture, int input, int output) Create a new machine learning method.
MLTrain	createTraining(MLMethod method, MLDataSet training, java.lang.String type, java.lang.String args) Create a trainer.
java.lang.String	getPluginDescription()
java.lang.String	getPluginName()
int	getPluginServiceType()
int	getPluginType()

Methods inherited from class java.lang.Object

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

Constructor Detail

SystemMethodsPlugin

public SystemMethodsPlugin()

Method Detail

getPluginDescription

public final java.lang.String getPluginDescription()

Specified by:

getPluginDescription in interface EncogPluginBase

Returns:

The plugin description.

getPluginName

public final java.lang.String getPluginName()

Specified by:

getPluginName in interface EncogPluginBase

Returns:

The name of the plugin.

getPluginType

public final int getPluginType()

Specified by:

getPluginType in interface EncogPluginBase

Returns:

This is a type-1 plugin.

createActivationFunction

public ActivationFunction createActivationFunction(java.lang.String name)

Create an activation function.

Specified by:

createActivationFunction in interface EncogPluginService1

Parameters:

name - The name of the activation function.

Returns:

The newly created activation function.

createMethod

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

Create a new machine learning method.

Specified by:

createMethod in interface EncogPluginService1

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.

createTraining

public MLTrain createTraining(MLMethod method,
                              MLDataSet training,
                              java.lang.String type,
                              java.lang.String args)

Create a trainer.

Specified by:

createTraining in interface EncogPluginService1

Parameters:

method - The method to train.

training - The training data.

type - Type type of trainer.

args - The training args.

Returns:

The new training method.

getPluginServiceType

public int getPluginServiceType()

Specified by:

getPluginServiceType in interface EncogPluginBase

Returns:

The service type provided by this plugin.