de.lmu.ifi.dbs.elki.evaluation.clustering.pairsegments

Class ClusterPairSegmentAnalysis

java.lang.Object

de.lmu.ifi.dbs.elki.evaluation.clustering.pairsegments.ClusterPairSegmentAnalysis

All Implemented Interfaces:

Evaluator, ResultProcessor

@Reference(authors="Elke Achtert, Sascha Goldhofer, Hans-Peter Kriegel, Erich Schubert, Arthur Zimek",
           title="Evaluation of Clusterings - Metrics and Visual Support",
           booktitle="Proc. 28th International Conference on Data Engineering (ICDE 2012)",
           url="https://doi.org/10.1109/ICDE.2012.128",
           bibkey="DBLP:conf/icde/AchtertGKSZ12")
public class ClusterPairSegmentAnalysis
extends java.lang.Object
implements Evaluator

Evaluate clustering results by building segments for their pairs: shared pairs and differences.

Reference:

Elke Achtert, Sascha Goldhofer, Hans-Peter Kriegel, Erich Schubert, Arthur Zimek
Evaluation of Clusterings – Metrics and Visual Support
Proc. 28th International Conference on Data Engineering (ICDE 2012)

Since:

0.5.0

Author:

Sascha Goldhofer, Erich Schubert

Constructor Summary

Constructors

Constructor and Description
ClusterPairSegmentAnalysis() Constructor.

Method Summary

Modifier and Type	Method and Description
void	processNewResult(ResultHierarchy hier, Result result) Perform clusterings evaluation

Methods inherited from class java.lang.Object

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

Constructor Detail

ClusterPairSegmentAnalysis

public ClusterPairSegmentAnalysis()

Constructor.

Method Detail

processNewResult

public void processNewResult(ResultHierarchy hier,
                             Result result)

Perform clusterings evaluation

Specified by:

processNewResult in interface ResultProcessor

Parameters:

hier - The base of the result tree.

result - Newly added result subtree.