public class AucROC extends ROCCurve implements NumericalPerformanceMeasure
ROCCurve
ParameterSet.ParameterList
errorMessage, parameters, parent
Constructor and Description |
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AucROC()
Constructs a new instance of the performance measure
AucROC . |
AucROC(StringBuffer xml)
The standard constructor for the interface
Storable . |
Modifier and Type | Method and Description |
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NumericalResultSet |
compute(double[][][] classSpecificScores)
This method allows to compute the performance measure of given class specific scores.
|
NumericalResultSet |
compute(double[][][] classSpecificScores,
double[][] weights)
This method allows to compute the performance measure of given class specific scores.
|
NumericalResultSet |
compute(double[] sortedScoresClass0,
double[] sortedScoresClass1)
This method allows to compute the performance measure of given sorted score ratios.
|
NumericalResultSet |
compute(double[] sortedScoresClass0,
double[] weightsClass0,
double[] sortedScoresClass1,
double[] weightsClass1)
This method allows to compute the performance measure of given sorted score ratios.
|
String |
getName()
The method returns the name of the performance measure.
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getAllowedNumberOfClasses
findSplitIndex, findThreshold, getCollectionOfAllMeasures, getWeight, simpleWeights
clone, fromGalaxy, fromXML, getAllParameterNames, getComment, getComment, getErrorMessage, getIndex, getName, getName, getNumberOfParameters, getParameterAt, getParameterForName, getParent, hasDefaultOrIsSet, initParameterList, initParameterList, isAtomic, isComparable, parametersLoaded, reset, setParent, toGalaxy, toXML
equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait
getAllowedNumberOfClasses
public AucROC()
AucROC
.public AucROC(StringBuffer xml) throws NonParsableException
Storable
.
Constructs a AucROC
out of an XML representation.xml
- the XML representation as StringBuffer
NonParsableException
- if the AucROC
could not be reconstructed out of
the StringBuffer
xml
public NumericalResultSet compute(double[] sortedScoresClass0, double[] sortedScoresClass1)
PerformanceMeasure
compute
in interface NumericalPerformanceMeasure
compute
in interface PerformanceMeasure
compute
in class AbstractPerformanceMeasure
sortedScoresClass0
- the sorted score ratios of class 0sortedScoresClass1
- the sorted score ratios of class 1PerformanceMeasure.compute(double[], double[], double[], double[])
public NumericalResultSet compute(double[][][] classSpecificScores)
PerformanceMeasure
compute
in interface NumericalPerformanceMeasure
compute
in interface PerformanceMeasure
compute
in class AbstractPerformanceMeasure
classSpecificScores
- the scores; first dimension = data sets, second dimension = sequences of the data set, third dimension classes of the classifierPerformanceMeasure.compute(double[][][], double[][])
public NumericalResultSet compute(double[] sortedScoresClass0, double[] weightsClass0, double[] sortedScoresClass1, double[] weightsClass1)
PerformanceMeasure
compute
in interface NumericalPerformanceMeasure
compute
in interface PerformanceMeasure
compute
in class ROCCurve
sortedScoresClass0
- the sorted score ratios of class 0weightsClass0
- the weights of the sequences of class 0 sorted along with the scores sortedScoresClass0
sortedScoresClass1
- the sorted score ratios of class 1weightsClass1
- the weights of the sequences of class 1 sorted along with the scores sortedScoresClass1
ToolBox.sortAlongWith(double[], double[][])
public NumericalResultSet compute(double[][][] classSpecificScores, double[][] weights)
PerformanceMeasure
compute
in interface NumericalPerformanceMeasure
compute
in interface PerformanceMeasure
compute
in class AbstractTwoClassPerformanceMeasure
classSpecificScores
- the scores; first dimension = data sets, second dimension = sequences of the data set, third dimension classes of the classifierweights
- the weights for all sequence in all data setspublic String getName()
PerformanceMeasure
getName
in interface PerformanceMeasure
getName
in class ROCCurve