Package adams.data.djl.networkgenerator

Class TabularRegressionGenerator

java.lang.Object

adams.core.logging.LoggingObject

adams.core.logging.CustomLoggingLevelObject

adams.core.option.AbstractOptionHandler

adams.data.djl.networkgenerator.AbstractNetworkGenerator

adams.data.djl.networkgenerator.TabularRegressionGenerator

All Implemented Interfaces:

adams.core.Destroyable, adams.core.GlobalInfoSupporter, adams.core.logging.LoggingLevelHandler, adams.core.logging.LoggingSupporter, adams.core.option.OptionHandler, adams.core.QuickInfoSupporter, adams.core.SizeOfHandler, NetworkGenerator, adams.flow.core.FlowContextHandler, Serializable

public class TabularRegressionGenerator
extends AbstractNetworkGenerator

For generating a TabNet structure.

Author:

fracpete (fracpete at waikato dot ac dot nz)

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field	Description
protected ai.djl.zero.Performance	m_Performance	the performance to use.

Fields inherited from class adams.data.djl.networkgenerator.AbstractNetworkGenerator

m_FlowContext

Fields inherited from class adams.core.option.AbstractOptionHandler

m_OptionManager

Fields inherited from class adams.core.logging.LoggingObject

m_Logger, m_LoggingIsEnabled, m_LoggingLevel

Constructor Summary

Constructors

Constructor	Description
TabularRegressionGenerator()

Method Summary

Modifier and Type	Method	Description
void	defineOptions()	Adds options to the internal list of options.
protected ai.djl.nn.Block	doGenerate(ai.djl.basicdataset.tabular.TabularDataset dataset)	Generates the network using the supplied dataset.
ai.djl.zero.Performance	getPerformance()	Returns the performance.
String	getQuickInfo()	Returns a quick info about the object, which can be displayed in the GUI.
String	globalInfo()	Returns a string describing the object.
String	performanceTipText()	Returns the tip text for this property.
void	setPerformance(ai.djl.zero.Performance value)	Sets the performance.

Methods inherited from class adams.data.djl.networkgenerator.AbstractNetworkGenerator

check, generate, getFlowContext, requiresFlowContext, setFlowContext

Methods inherited from class adams.core.option.AbstractOptionHandler

cleanUpOptions, destroy, finishInit, getDefaultLoggingLevel, getOptionManager, initialize, loggingLevelTipText, newOptionManager, reset, setLoggingLevel, toCommandLine, toString

Methods inherited from class adams.core.logging.LoggingObject

configureLogger, getLogger, getLoggingLevel, initializeLogging, isLoggingEnabled, sizeOf

Methods inherited from class java.lang.Object

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

Methods inherited from interface adams.core.logging.LoggingLevelHandler

getLoggingLevel

Field Detail

m_Performance

protected ai.djl.zero.Performance m_Performance

the performance to use.

Constructor Detail

TabularRegressionGenerator

public TabularRegressionGenerator()

Method Detail

globalInfo

public String globalInfo()

Returns a string describing the object.

Specified by:

globalInfo in interface adams.core.GlobalInfoSupporter

Specified by:

globalInfo in class adams.core.option.AbstractOptionHandler

Returns:

a description suitable for displaying in the gui

defineOptions

public void defineOptions()

Adds options to the internal list of options.

Specified by:

defineOptions in interface adams.core.option.OptionHandler

Overrides:

defineOptions in class adams.core.option.AbstractOptionHandler

setPerformance

public void setPerformance(ai.djl.zero.Performance value)

Sets the performance.

Parameters:

value - the performance

getPerformance

public ai.djl.zero.Performance getPerformance()

Returns the performance.

Returns:

the performance

performanceTipText

public String performanceTipText()

Returns the tip text for this property.

Returns:

tip text for this property suitable for displaying in the GUI or for listing the options.

getQuickInfo

public String getQuickInfo()

Returns a quick info about the object, which can be displayed in the GUI.

Specified by:

getQuickInfo in interface adams.core.QuickInfoSupporter

Overrides:

getQuickInfo in class AbstractNetworkGenerator

Returns:

null if no info available, otherwise short string

doGenerate

protected ai.djl.nn.Block doGenerate(ai.djl.basicdataset.tabular.TabularDataset dataset)

Generates the network using the supplied dataset.

Specified by:

doGenerate in class AbstractNetworkGenerator

Parameters:

dataset - the dataset to generate the network for

Returns:

the network