Package adams.data.weka.predictions

Class NumericErrorScalerWithReference

java.lang.Object

adams.core.logging.LoggingObject

adams.core.logging.CustomLoggingLevelObject

adams.core.option.AbstractOptionHandler

adams.data.weka.predictions.AbstractErrorScaler

adams.data.weka.predictions.NumericErrorScalerWithReference

All Implemented Interfaces:

Destroyable, GlobalInfoSupporter, LoggingLevelHandler, LoggingSupporter, OptionHandler, SizeOfHandler, Serializable, weka.core.CapabilitiesHandler

public class NumericErrorScalerWithReference
extends AbstractErrorScaler

Scales the errors for numeric class attributes, using an user-specified error as reference point for a specified size.

Valid options are:

-logging-level <OFF|SEVERE|WARNING|INFO|CONFIG|FINE|FINER|FINEST> (property: loggingLevel)
    The logging level for outputting errors and debugging output.
    default: WARNING
 

-reference-error <double> (property: referenceError)
    The absolute error to use as reference for the error sizes (> 0).
    default: 1.0
    minimum: 1.0E-5
 

-reference-size <int> (property: referenceSize)
    The size for the reference error (>= 1).
    default: 10
    minimum: 1
 

Author:

fracpete (fracpete at waikato dot ac dot nz)

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field	Description
protected double	m_ReferenceError	the reference error.
protected int	m_ReferenceSize	the reference size.

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
NumericErrorScalerWithReference()

Method Summary

Modifier and Type	Method	Description
void	defineOptions()	Adds options to the internal list of options.
weka.core.Capabilities	getCapabilities()	Returns the capabilities of this object.
double	getReferenceError()	Returns the absolute value of the reference error.
int	getReferenceSize()	Returns the size for the reference error.
String	globalInfo()	Returns a string describing the object.
String	referenceErrorTipText()	Returns the tip text for this property.
String	referenceSizeTipText()	Returns the tip text for this property.
ArrayList	scale(ArrayList data)	Scales the errors.
void	setReferenceError(double value)	Sets the absolute value of the reference error.
void	setReferenceSize(int value)	Sets the size for the reference error.

Methods inherited from class adams.data.weka.predictions.AbstractErrorScaler

compareTo, equals, forCommandLine, forName, getErrorScalers, shallowCopy, shallowCopy, toString

Methods inherited from class adams.core.option.AbstractOptionHandler

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

Methods inherited from class adams.core.logging.LoggingObject

configureLogger, getLogger, getLoggingLevel, initializeLogging, isLoggingEnabled, sizeOf

Methods inherited from class java.lang.Object

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

Methods inherited from interface adams.core.logging.LoggingLevelHandler

getLoggingLevel

Field Detail

m_ReferenceError

protected double m_ReferenceError

the reference error.

m_ReferenceSize

protected int m_ReferenceSize

the reference size.

Constructor Detail

NumericErrorScalerWithReference

public NumericErrorScalerWithReference()

Method Detail

globalInfo

public String globalInfo()

Returns a string describing the object.

Specified by:

globalInfo in interface GlobalInfoSupporter

Specified by:

globalInfo in class 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 OptionHandler

Overrides:

defineOptions in class AbstractOptionHandler

setReferenceError

public void setReferenceError(double value)

Sets the absolute value of the reference error.

Parameters:

value - the error

getReferenceError

public double getReferenceError()

Returns the absolute value of the reference error.

Returns:

the error

referenceErrorTipText

public String referenceErrorTipText()

Returns the tip text for this property.

Returns:

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

setReferenceSize

public void setReferenceSize(int value)

Sets the size for the reference error.

Parameters:

value - the size

getReferenceSize

public int getReferenceSize()

Returns the size for the reference error.

Returns:

the size

referenceSizeTipText

public String referenceSizeTipText()

Returns the tip text for this property.

Returns:

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

getCapabilities

public weka.core.Capabilities getCapabilities()

Returns the capabilities of this object. Returns what types of classes the scaler can handle.

Specified by:

getCapabilities in interface weka.core.CapabilitiesHandler

Specified by:

getCapabilities in class AbstractErrorScaler

Returns:

the capabilities of this object

See Also:

Capabilities

scale

public ArrayList scale(ArrayList data)

Scales the errors.

Specified by:

scale in class AbstractErrorScaler

Parameters:

data - the data containing the errors to scale

Returns:

the scaled errors