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Packages that use AbstractPerformanceMeasure | |
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de.jstacs.classifiers.performanceMeasures | This package provides the implementations of performance measures that can be used to assess any classifier |
Uses of AbstractPerformanceMeasure in de.jstacs.classifiers.performanceMeasures |
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Subclasses of AbstractPerformanceMeasure in de.jstacs.classifiers.performanceMeasures | |
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class |
AucPR
This class implements the area under curve of the precision-recall curve. |
class |
AucROC
This class implements the area under curve of the Receiver Operating Characteristics curve. |
class |
ClassificationRate
This class implements the classification rate, i.e. |
class |
ConfusionMatrix
This class implements the performance measure confusion matrix. |
class |
FalsePositiveRateForFixedSensitivity
This class implements the false positive rate for a fixed sensitivity. |
class |
MaximumCorrelationCoefficient
This class implements the maximum of the correlation coefficient ![]() |
class |
MaximumFMeasure
Computes the maximum of the general F-measure given a positive real parameter ![]() |
class |
MaximumNumericalTwoClassMeasure
This class prepares everything for an easy implementation of a maximum of any numerical performance measure. |
class |
PositivePredictiveValueForFixedSensitivity
This class implements the positive predictive value for a fixed sensitivity. |
class |
PRCurve
This class implements the precision-recall curve and its area under the curve. |
class |
ROCCurve
This class implements the Receiver Operating Characteristics curve and the area under the curve. |
class |
SensitivityForFixedSpecificity
This class implements the sensitivity for a fixed specificity. |
class |
TwoClassAbstractPerformanceMeasure
This class is the abstract super class of any performance measure that can only be computed for binary classifiers. |
Methods in de.jstacs.classifiers.performanceMeasures that return AbstractPerformanceMeasure | |
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AbstractPerformanceMeasure[] |
PerformanceMeasureParameterSet.getAllMeasures()
Returns an array of all contained performance measures. |
AbstractPerformanceMeasure |
PerformanceMeasureParameterSet.removeMeasure(int index)
Removes the measure with index index from the set and returns this measure. |
AbstractPerformanceMeasure[] |
PerformanceMeasureParameterSet.removeMeasures(Class<? extends AbstractPerformanceMeasure> clazz)
Removes all measures of a specific class from the set. |
AbstractPerformanceMeasure[] |
PerformanceMeasureParameterSet.removeMeasures(String name)
Removes all measures with a specific name. |
Methods in de.jstacs.classifiers.performanceMeasures with parameters of type AbstractPerformanceMeasure | |
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void |
PerformanceMeasureParameterSet.addMeasure(AbstractPerformanceMeasure measure)
Deprecated. |
protected void |
PerformanceMeasureParameterSet.setMeasure(AbstractPerformanceMeasure measure)
Sets the given measure as content of the internally last ParameterSetContainer . |
Method parameters in de.jstacs.classifiers.performanceMeasures with type arguments of type AbstractPerformanceMeasure | |
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AbstractPerformanceMeasure[] |
PerformanceMeasureParameterSet.removeMeasures(Class<? extends AbstractPerformanceMeasure> clazz)
Removes all measures of a specific class from the set. |
Constructors in de.jstacs.classifiers.performanceMeasures with parameters of type AbstractPerformanceMeasure | |
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PerformanceMeasureParameterSet(AbstractPerformanceMeasure... measures)
Constructs a new PerformanceMeasureParameterSet with the given performance measures. |
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PerformanceMeasureParameterSet(int numClasses,
SelectionParameter selection,
AbstractPerformanceMeasure... measures)
This constructor creates an instance with a given template selection that can be used for classifiers handling a given number of classes. |
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