de.jstacs.classifiers.performanceMeasures

Class MaximumCorrelationCoefficient

java.lang.Object

de.jstacs.parameters.ParameterSet

de.jstacs.classifiers.performanceMeasures.AbstractPerformanceMeasure

de.jstacs.classifiers.performanceMeasures.AbstractTwoClassPerformanceMeasure

de.jstacs.classifiers.performanceMeasures.AbstractNumericalTwoClassPerformanceMeasure

de.jstacs.classifiers.performanceMeasures.MaximumNumericalTwoClassMeasure

de.jstacs.classifiers.performanceMeasures.MaximumCorrelationCoefficient

All Implemented Interfaces:

NumericalPerformanceMeasure, PerformanceMeasure, GalaxyConvertible, Storable, Cloneable

public class MaximumCorrelationCoefficient
extends MaximumNumericalTwoClassMeasure
implements NumericalPerformanceMeasure

This class implements the maximum of the correlation coefficient .

Author:

Jan Grau, Jens Keilwagen

Nested Class Summary

Nested classes/interfaces inherited from class de.jstacs.parameters.ParameterSet

ParameterSet.ParameterList

Field Summary

Fields inherited from class de.jstacs.parameters.ParameterSet

errorMessage, parameters, parent

Constructor Summary

Constructors

Constructor and Description
MaximumCorrelationCoefficient() Constructs a new instance of the performance measure MaximumCorrelationCoefficient.
MaximumCorrelationCoefficient(StringBuffer xml) The standard constructor for the interface Storable.

Method Summary

Modifier and Type	Method and Description
protected double	getMeasure(double tp, double fp, double fn, double tn) This measure compute the measure for a given confusion matrix
protected String	getMeasureName() This method returns a short name of the measure without any parameters.
protected String	getSpecificName() This method returns a specific name of the measure including any parameters.

Methods inherited from class de.jstacs.classifiers.performanceMeasures.MaximumNumericalTwoClassMeasure

compute, getName

Methods inherited from class de.jstacs.classifiers.performanceMeasures.AbstractNumericalTwoClassPerformanceMeasure

compute, compute, compute

Methods inherited from class de.jstacs.classifiers.performanceMeasures.AbstractTwoClassPerformanceMeasure

getAllowedNumberOfClasses

Methods inherited from class de.jstacs.classifiers.performanceMeasures.AbstractPerformanceMeasure

findSplitIndex, findThreshold, getCollectionOfAllMeasures, getWeight, simpleWeights

Methods inherited from class de.jstacs.parameters.ParameterSet

clone, fromGalaxy, fromXML, getAllParameterNames, getComment, getComment, getErrorMessage, getIndex, getName, getName, getNumberOfParameters, getParameterAt, getParameterForName, getParent, hasDefaultOrIsSet, initParameterList, initParameterList, isAtomic, isComparable, parametersLoaded, reset, setParent, toGalaxy, toXML

Methods inherited from class java.lang.Object

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

Methods inherited from interface de.jstacs.classifiers.performanceMeasures.NumericalPerformanceMeasure

compute, compute, compute, compute

Methods inherited from interface de.jstacs.classifiers.performanceMeasures.PerformanceMeasure

getAllowedNumberOfClasses, getName

Constructor Detail

MaximumCorrelationCoefficient

public MaximumCorrelationCoefficient()

Constructs a new instance of the performance measure MaximumCorrelationCoefficient.

MaximumCorrelationCoefficient

public MaximumCorrelationCoefficient(StringBuffer xml)
                              throws NonParsableException

The standard constructor for the interface Storable. Constructs a MaximumCorrelationCoefficient out of an XML representation.

Parameters:

xml - the XML representation as StringBuffer

Throws:

NonParsableException - if the MaximumCorrelationCoefficient could not be reconstructed out of the StringBuffer xml

Method Detail

getMeasureName

protected String getMeasureName()

Description copied from class: MaximumNumericalTwoClassMeasure

This method returns a short name of the measure without any parameters.

Specified by:

getMeasureName in class MaximumNumericalTwoClassMeasure

Returns:

a short name of the measure without any parameters

getSpecificName

protected String getSpecificName()

Description copied from class: MaximumNumericalTwoClassMeasure

This method returns a specific name of the measure including any parameters.

Specified by:

getSpecificName in class MaximumNumericalTwoClassMeasure

Returns:

a specific name of the measure including any parameters

getMeasure

protected double getMeasure(double tp,
                            double fp,
                            double fn,
                            double tn)

Description copied from class: MaximumNumericalTwoClassMeasure

This measure compute the measure for a given confusion matrix

Specified by:

getMeasure in class MaximumNumericalTwoClassMeasure

Parameters:

tp - true positives

fp - false positives

fn - false negatives

tn - true negative

Returns:

the value of the measure