Package elki.result.outlier

Class BasicOutlierScoreMeta

java.lang.Object

elki.result.outlier.BasicOutlierScoreMeta

All Implemented Interfaces:

OutlierScoreMeta

Direct Known Subclasses:

InvertedOutlierScoreMeta, QuotientOutlierScoreMeta

public class BasicOutlierScoreMeta
extends java.lang.Object
implements OutlierScoreMeta

Basic outlier score. Straightforward implementation of the OutlierScoreMeta interface.

Since:

0.3

Author:

Erich Schubert

Field Summary

Fields

Modifier and Type	Field	Description
(package private) double	actualMaximum	Store the actual maximum
(package private) double	actualMinimum	Store the actual minimum
(package private) double	theoreticalBaseline	Store the theoretical baseline
(package private) double	theoreticalMaximum	Store the theoretical maximum
(package private) double	theoreticalMinimum	Store the theoretical minimum

Constructor Summary

Constructors

Constructor	Description
BasicOutlierScoreMeta(double actualMinimum, double actualMaximum)	Constructor with actual values only.
BasicOutlierScoreMeta(double actualMinimum, double actualMaximum, double theoreticalMinimum, double theoreticalMaximum)	Constructor with all range values
BasicOutlierScoreMeta(double actualMinimum, double actualMaximum, double theoreticalMinimum, double theoreticalMaximum, double theoreticalBaseline)	Full constructor - all values.

Method Summary

Modifier and Type	Method	Description
double	getActualMaximum()	Get the actual maximum of the value range.
double	getActualMinimum()	Get the actual minimum of the value range.
java.lang.String	getLongName()
java.lang.String	getShortName()
double	getTheoreticalBaseline()	Get the theoretical baseline of the value range.
double	getTheoreticalMaximum()	Get the theoretical maximum of the value range.
double	getTheoreticalMinimum()	Get the theoretical minimum of the value range.
double	normalizeScore(double value)	Return a normalized value of the outlier score.
void	setActualMaximum(double actualMaximum)
void	setActualMinimum(double actualMinimum)

Methods inherited from class java.lang.Object

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

Field Detail

actualMinimum

double actualMinimum

Store the actual minimum

actualMaximum

double actualMaximum

Store the actual maximum

theoreticalMinimum

double theoreticalMinimum

Store the theoretical minimum

theoreticalMaximum

double theoreticalMaximum

Store the theoretical maximum

theoreticalBaseline

double theoreticalBaseline

Store the theoretical baseline

Constructor Detail

BasicOutlierScoreMeta

public BasicOutlierScoreMeta(double actualMinimum,
                             double actualMaximum)

Constructor with actual values only.

Parameters:

actualMinimum - actual minimum

actualMaximum - actual maximum

BasicOutlierScoreMeta

public BasicOutlierScoreMeta(double actualMinimum,
                             double actualMaximum,
                             double theoreticalMinimum,
                             double theoreticalMaximum)

Constructor with all range values

Parameters:

actualMinimum - actual minimum

actualMaximum - actual maximum

theoreticalMinimum - theoretical minimum

theoreticalMaximum - theoretical maximum

BasicOutlierScoreMeta

public BasicOutlierScoreMeta(double actualMinimum,
                             double actualMaximum,
                             double theoreticalMinimum,
                             double theoreticalMaximum,
                             double theoreticalBaseline)

Full constructor - all values.

Parameters:

actualMinimum - actual minimum

actualMaximum - actual maximum

theoreticalMinimum - theoretical minimum

theoreticalMaximum - theoretical maximum

theoreticalBaseline - theoretical baseline

Method Detail

getActualMaximum

public double getActualMaximum()

Description copied from interface: OutlierScoreMeta

Get the actual maximum of the value range.

Specified by:

getActualMaximum in interface OutlierScoreMeta

Returns:

maximum or Double.NaN

getActualMinimum

public double getActualMinimum()

Description copied from interface: OutlierScoreMeta

Get the actual minimum of the value range.

Specified by:

getActualMinimum in interface OutlierScoreMeta

Returns:

minimum or Double.NaN

getTheoreticalBaseline

public double getTheoreticalBaseline()

Description copied from interface: OutlierScoreMeta

Get the theoretical baseline of the value range. It will be common to see Double.POSITIVE_INFINITY here.

Specified by:

getTheoreticalBaseline in interface OutlierScoreMeta

Returns:

theoretical baseline or Double.NaN

getTheoreticalMaximum

public double getTheoreticalMaximum()

Description copied from interface: OutlierScoreMeta

Get the theoretical maximum of the value range. This value may be Double.NEGATIVE_INFINITY or Double.NaN.

Specified by:

getTheoreticalMaximum in interface OutlierScoreMeta

Returns:

theoretical maximum or Double.NaN

getTheoreticalMinimum

public double getTheoreticalMinimum()

Description copied from interface: OutlierScoreMeta

Get the theoretical minimum of the value range.

Specified by:

getTheoreticalMinimum in interface OutlierScoreMeta

Returns:

theoretical minimum or Double.NaN

normalizeScore

public double normalizeScore(double value)

Description copied from interface: OutlierScoreMeta

Return a normalized value of the outlier score.

Specified by:

normalizeScore in interface OutlierScoreMeta

Parameters:

value - outlier score

Returns:

Normalized value (in 0.0-1.0)

setActualMinimum

public void setActualMinimum(double actualMinimum)

Parameters:

actualMinimum - the actualMinimum to set

setActualMaximum

public void setActualMaximum(double actualMaximum)

Parameters:

actualMaximum - the actualMaximum to set

getLongName

public java.lang.String getLongName()

getShortName

public java.lang.String getShortName()