Uses of Interface
de.jstacs.classifiers.performanceMeasures.NumericalPerformanceMeasure

Packages that use NumericalPerformanceMeasure

Package	Description
de.jstacs.classifiers.performanceMeasures	This package provides the implementations of performance measures that can be used to assess any classifier.

Uses of NumericalPerformanceMeasure in de.jstacs.classifiers.performanceMeasures

Classes in de.jstacs.classifiers.performanceMeasures that implement NumericalPerformanceMeasure

Modifier and Type	Class and Description
class	AbstractNumericalTwoClassPerformanceMeasure This class is the abstract super class of any performance measure that can only be computed for binary classifiers.
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	CorrelationCoefficient PerformanceMeasure using Pearson or Spearman correlation between prediction scores and weighted class labels.
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	SensitivityForFixedSpecificity This class implements the sensitivity for a fixed specificity.

Constructors in de.jstacs.classifiers.performanceMeasures with parameters of type NumericalPerformanceMeasure

Constructor and Description
NumericalPerformanceMeasureParameterSet(NumericalPerformanceMeasure... measures) Constructs a new NumericalPerformanceMeasureParameterSet with the given performance measures.