de.lmu.ifi.dbs.elki.application.greedyensemble

Class VisualizePairwiseGainMatrix

java.lang.Object

de.lmu.ifi.dbs.elki.application.AbstractApplication

de.lmu.ifi.dbs.elki.application.greedyensemble.VisualizePairwiseGainMatrix

All Implemented Interfaces:

InspectionUtilFrequentlyScanned, Parameterizable

@Reference(authors="E. Schubert, R. Wojdanowski, A. Zimek, H.-P. Kriegel",
           title="On Evaluation of Outlier Rankings and Outlier Scores",
           booktitle="Proc. 12th SIAM International Conference on Data Mining (SDM), Anaheim, CA, 2012.")
public class VisualizePairwiseGainMatrix
extends AbstractApplication

Class to load an outlier detection summary file, as produced by ComputeKNNOutlierScores, and compute a matrix with the pairwise gains. It will have one column / row obtained for each combination. The gain is always computed in relation to the better of the two input methods. Green colors indicate the result has improved, red indicate it became worse. Reference:

E. Schubert, R. Wojdanowski, A. Zimek, H.-P. Kriegel
On Evaluation of Outlier Rankings and Outlier Scores
In Proceedings of the 12th SIAM International Conference on Data Mining (SDM), Anaheim, CA, 2012.

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	VisualizePairwiseGainMatrix.Parameterizer Parameterization class.

Field Summary

Fields

Modifier and Type	Field and Description
private InputStep	inputstep The data input part.
private static Logging	logger Get static logger
private VisualizerParameterizer	vispar Parameterizer for visualizers

Fields inherited from class de.lmu.ifi.dbs.elki.application.AbstractApplication

INFORMATION, INPUT_ID, OUTPUT_ID, STATIC_LOGGER

Constructor Summary

Constructors

Constructor and Description
VisualizePairwiseGainMatrix(boolean verbose, InputStep inputstep, VisualizerParameterizer vispar) Constructor.

Method Summary

Methods

Modifier and Type	Method and Description
static void	main(String[] args) Main method.
void	run() Runs the application.
private void	showVisualization(VisualizerContext context, SimilarityMatrixVisualizer.Factory factory, VisualizationTask task) Show a single visualization.

Methods inherited from class de.lmu.ifi.dbs.elki.application.AbstractApplication

isVerbose, printErrorMessage, runCLIApplication, usage

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

logger

private static final Logging logger

Get static logger

inputstep

private InputStep inputstep

The data input part.

vispar

private VisualizerParameterizer vispar

Parameterizer for visualizers

Constructor Detail

VisualizePairwiseGainMatrix

public VisualizePairwiseGainMatrix(boolean verbose,
                           InputStep inputstep,
                           VisualizerParameterizer vispar)

Constructor.

Parameters:

verbose - Verbosity

inputstep - Input step

vispar - Visualizer parameterizer

Method Detail

run

public void run()

Description copied from class: AbstractApplication

Runs the application.

Specified by:

run in class AbstractApplication

showVisualization

private void showVisualization(VisualizerContext context,
                     SimilarityMatrixVisualizer.Factory factory,
                     VisualizationTask task)

Show a single visualization.

Parameters:

context -

factory -

task -

main

public static void main(String[] args)

Main method.

Parameters:

args - Command line parameters.