MOA 12.03
Real Time Analytics for Data Streams
|
Public Member Functions | |
MeasureCollection () | |
void | addValue (int index, double value) |
void | addEmptyValue (int index) |
int | getNumMeasures () |
String | getName (int index) |
double | getMaxValue (int index) |
double | getMinValue (int index) |
double | getLastValue (int index) |
double | getMean (int index) |
void | clean (int index) |
double | getMedian (int index) |
double | getLowerQuartile (int index) |
double | getUpperQuartile (int index) |
int | getNumberOfValues (int index) |
double | getValue (int index, int i) |
ArrayList< Double > | getAllValues (int index) |
void | setEnabled (int index, boolean value) |
boolean | isEnabled (int index) |
double | getMeanRunningTime () |
double | evaluateClusteringPerformance (Clustering clustering, Clustering trueClustering, ArrayList< DataPoint > points) throws Exception |
void | getDescription (StringBuilder sb, int indent) |
Returns a string representation of this object. | |
void | addEventType (String type) |
String | getEventType (int index) |
Protected Member Functions | |
abstract String[] | getNames () |
void | addValue (String name, double value) |
boolean[] | getDefaultEnabled () |
abstract void | evaluateClustering (Clustering clustering, Clustering trueClustering, ArrayList< DataPoint > points) throws Exception |
Definition at line 29 of file MeasureCollection.java.
moa.evaluation.MeasureCollection.MeasureCollection | ( | ) |
void moa.evaluation.MeasureCollection.addEmptyValue | ( | int | index | ) |
Definition at line 108 of file MeasureCollection.java.
void moa.evaluation.MeasureCollection.addEventType | ( | String | type | ) |
Definition at line 248 of file MeasureCollection.java.
void moa.evaluation.MeasureCollection.addValue | ( | int | index, |
double | value | ||
) |
Definition at line 81 of file MeasureCollection.java.
Referenced by moa.evaluation.MeasureCollection.addValue(), moa.evaluation.StatisticalCollection.evaluateClustering(), moa.evaluation.SSQ.evaluateClustering(), moa.evaluation.SilhouetteCoefficient.evaluateClustering(), moa.evaluation.General.evaluateClustering(), moa.evaluation.F1.evaluateClustering(), moa.evaluation.EntropyCollection.evaluateClustering(), moa.evaluation.CMM.evaluateClustering(), and moa.gui.TaskTextViewerPanel.setGraph().
void moa.evaluation.MeasureCollection.addValue | ( | String | name, |
double | value | ||
) | [protected] |
void moa.evaluation.MeasureCollection.clean | ( | int | index | ) |
Definition at line 156 of file MeasureCollection.java.
abstract void moa.evaluation.MeasureCollection.evaluateClustering | ( | Clustering | clustering, |
Clustering | trueClustering, | ||
ArrayList< DataPoint > | points | ||
) | throws Exception [protected, pure virtual] |
Implemented in moa.evaluation.Accuracy, moa.evaluation.CMM, moa.evaluation.EntropyCollection, moa.evaluation.F1, moa.evaluation.General, moa.evaluation.SilhouetteCoefficient, moa.evaluation.SSQ, and moa.evaluation.StatisticalCollection.
Referenced by moa.evaluation.MeasureCollection.evaluateClusteringPerformance().
double moa.evaluation.MeasureCollection.evaluateClusteringPerformance | ( | Clustering | clustering, |
Clustering | trueClustering, | ||
ArrayList< DataPoint > | points | ||
) | throws Exception |
Definition at line 235 of file MeasureCollection.java.
Referenced by moa.gui.BatchCmd.run().
ArrayList<Double> moa.evaluation.MeasureCollection.getAllValues | ( | int | index | ) |
Definition at line 201 of file MeasureCollection.java.
boolean [] moa.evaluation.MeasureCollection.getDefaultEnabled | ( | ) | [protected] |
Reimplemented in moa.evaluation.Accuracy, moa.evaluation.CMM, moa.evaluation.EntropyCollection, moa.evaluation.SilhouetteCoefficient, moa.evaluation.SSQ, and moa.evaluation.StatisticalCollection.
Definition at line 220 of file MeasureCollection.java.
Referenced by moa.evaluation.MeasureCollection.MeasureCollection().
void moa.evaluation.MeasureCollection.getDescription | ( | StringBuilder | sb, |
int | indent | ||
) |
Returns a string representation of this object.
Used in AbstractMOAObject.toString
to give a string representation of the object.
sb | the stringbuilder to add the description |
indent | the number of characters to indent |
Implements moa.MOAObject.
Definition at line 244 of file MeasureCollection.java.
String moa.evaluation.MeasureCollection.getEventType | ( | int | index | ) |
Definition at line 251 of file MeasureCollection.java.
double moa.evaluation.MeasureCollection.getLastValue | ( | int | index | ) |
Definition at line 129 of file MeasureCollection.java.
double moa.evaluation.MeasureCollection.getLowerQuartile | ( | int | index | ) |
Definition at line 173 of file MeasureCollection.java.
double moa.evaluation.MeasureCollection.getMaxValue | ( | int | index | ) |
Definition at line 121 of file MeasureCollection.java.
double moa.evaluation.MeasureCollection.getMean | ( | int | index | ) |
Definition at line 134 of file MeasureCollection.java.
double moa.evaluation.MeasureCollection.getMeanRunningTime | ( | ) |
Definition at line 213 of file MeasureCollection.java.
double moa.evaluation.MeasureCollection.getMedian | ( | int | index | ) |
Definition at line 160 of file MeasureCollection.java.
double moa.evaluation.MeasureCollection.getMinValue | ( | int | index | ) |
Definition at line 125 of file MeasureCollection.java.
String moa.evaluation.MeasureCollection.getName | ( | int | index | ) |
Definition at line 117 of file MeasureCollection.java.
abstract String [] moa.evaluation.MeasureCollection.getNames | ( | ) | [protected, pure virtual] |
Implemented in moa.evaluation.Accuracy, moa.evaluation.CMM, moa.evaluation.EntropyCollection, moa.evaluation.F1, moa.evaluation.General, moa.evaluation.SilhouetteCoefficient, moa.evaluation.SSQ, and moa.evaluation.StatisticalCollection.
Referenced by moa.evaluation.MeasureCollection.MeasureCollection().
int moa.evaluation.MeasureCollection.getNumberOfValues | ( | int | index | ) |
Definition at line 192 of file MeasureCollection.java.
Referenced by moa.gui.visualization.RunVisualizer.exportCSV(), and moa.gui.BatchCmd.exportCSV().
int moa.evaluation.MeasureCollection.getNumMeasures | ( | ) |
Definition at line 113 of file MeasureCollection.java.
Referenced by moa.gui.TaskTextViewerPanel.actionPerformed(), moa.gui.visualization.RunVisualizer.actionPerformed(), moa.gui.visualization.RunVisualizer.exportCSV(), moa.gui.BatchCmd.exportCSV(), moa.gui.clustertab.ClusteringEvalPanel.getSelectedMeasures(), and moa.gui.clustertab.ClusteringVisualEvalPanel.setMeasures().
double moa.evaluation.MeasureCollection.getUpperQuartile | ( | int | index | ) |
Definition at line 182 of file MeasureCollection.java.
double moa.evaluation.MeasureCollection.getValue | ( | int | index, |
int | i | ||
) |
Definition at line 196 of file MeasureCollection.java.
Referenced by moa.gui.visualization.RunVisualizer.exportCSV(), and moa.gui.TaskTextViewerPanel.setGraph().
boolean moa.evaluation.MeasureCollection.isEnabled | ( | int | index | ) |
Definition at line 209 of file MeasureCollection.java.
void moa.evaluation.MeasureCollection.setEnabled | ( | int | index, |
boolean | value | ||
) |
Definition at line 205 of file MeasureCollection.java.
Referenced by moa.gui.clustertab.ClusteringEvalPanel.getSelectedMeasures().