Package | Description |
---|---|
de.jstacs.classifiers |
This package provides the framework for any classifier.
|
de.jstacs.classifiers.assessment |
This package allows to assess classifiers.
It contains the class ClassifierAssessment that
is used as a super-class of all implemented methodologies of
an assessment to assess classifiers. |
de.jstacs.classifiers.performanceMeasures |
This package provides the implementations of performance measures that can be used to assess any classifier.
|
Class and Description |
---|
AbstractPerformanceMeasureParameterSet
This class implements a container of
PerformanceMeasure s that can be used
in AbstractClassifier.evaluate(AbstractPerformanceMeasureParameterSet, boolean, de.jstacs.data.DataSet...) . |
PerformanceMeasure
Interface of any performance measure used to evaluate
an
AbstractClassifier . |
Class and Description |
---|
NumericalPerformanceMeasureParameterSet
This class implements a container for
NumericalPerformanceMeasure s that can be used, for instance, in an repeated assessment,
(cf. |
Class and Description |
---|
AbstractNumericalTwoClassPerformanceMeasure
This class is the abstract super class of any performance measure that can only be computed for binary classifiers.
|
AbstractPerformanceMeasure
This class is the abstract super class of any performance measure used to evaluate
an
AbstractClassifier . |
AbstractPerformanceMeasureParameterSet
This class implements a container of
PerformanceMeasure s that can be used
in AbstractClassifier.evaluate(AbstractPerformanceMeasureParameterSet, boolean, de.jstacs.data.DataSet...) . |
AbstractTwoClassPerformanceMeasure
This class is the abstract super class of any performance measure that can only be computed for binary classifiers.
|
CorrelationCoefficient.Method
The type of correlation used.
|
MaximumNumericalTwoClassMeasure
This class prepares everything for an easy implementation of a maximum of any numerical performance measure.
|
NumericalPerformanceMeasure
This interface indicates that a Performance measure returns numerical results.
|
NumericalPerformanceMeasureParameterSet
This class implements a container for
NumericalPerformanceMeasure s that can be used, for instance, in an repeated assessment,
(cf. |
PerformanceMeasure
Interface of any performance measure used to evaluate
an
AbstractClassifier . |
PRCurve
This class implements the precision-recall curve and its area under the curve.
|
ROCCurve
This class implements the Receiver Operating Characteristics curve and the area under the curve.
|