Package | Description |
---|---|
de.jstacs.classifiers |
This package provides the framework for any classifier.
|
de.jstacs.classifiers.performanceMeasures |
This package provides the implementations of performance measures that can be used to assess any classifier.
|
Modifier and Type | Method and Description |
---|---|
ResultSet |
AbstractClassifier.evaluate(AbstractPerformanceMeasureParameterSet<? extends PerformanceMeasure> params,
boolean exceptionIfNotComputeable,
DataSet... s)
This method evaluates the classifier and computes, for instance, the sensitivity for a given specificity, the
area under the ROC curve and so on.
|
ResultSet |
AbstractClassifier.evaluate(AbstractPerformanceMeasureParameterSet<? extends PerformanceMeasure> params,
boolean exceptionIfNotComputeable,
DataSet[] s,
double[][] weights)
This method evaluates the classifier and computes, for instance, the sensitivity for a given specificity, the
area under the ROC curve and so on.
|
protected boolean |
MappingClassifier.getResults(LinkedList list,
DataSet[] s,
double[][] weights,
AbstractPerformanceMeasureParameterSet<? extends PerformanceMeasure> params,
boolean exceptionIfNotComputeable) |
protected boolean |
AbstractScoreBasedClassifier.getResults(LinkedList list,
DataSet[] s,
double[][] weights,
AbstractPerformanceMeasureParameterSet<? extends PerformanceMeasure> params,
boolean exceptionIfNotComputeable) |
protected boolean |
AbstractClassifier.getResults(LinkedList list,
DataSet[] s,
double[][] weights,
AbstractPerformanceMeasureParameterSet<? extends PerformanceMeasure> params,
boolean exceptionIfNotComputeable)
This method computes the results for any evaluation of the classifier.
|
Modifier and Type | Class and Description |
---|---|
class |
NumericalPerformanceMeasureParameterSet
This class implements a container for
NumericalPerformanceMeasure s that can be used, for instance, in an repeated assessment,
(cf. |
class |
PerformanceMeasureParameterSet
This class implements a container of
AbstractPerformanceMeasure s that can be used
in AbstractClassifier.evaluate(AbstractPerformanceMeasureParameterSet, boolean, de.jstacs.data.DataSet...) . |
Modifier and Type | Method and Description |
---|---|
static AbstractPerformanceMeasureParameterSet |
AbstractPerformanceMeasureParameterSet.createFilledParameters(boolean numerical,
double spForSn,
double snForFPR,
double snForPPV,
double beta)
Creates a filled
AbstractPerformanceMeasureParameterSet that can be used in
AbstractClassifier.evaluate(AbstractPerformanceMeasureParameterSet, boolean, de.jstacs.data.DataSet...) . |