de.lmu.ifi.dbs.elki.algorithm.result.clustering
Class HierarchicalCorrelationClusters<V extends RealVector<V,?>>

java.lang.Object
  de.lmu.ifi.dbs.elki.logging.AbstractLoggable
      de.lmu.ifi.dbs.elki.algorithm.result.AbstractResult<O>
          de.lmu.ifi.dbs.elki.algorithm.result.clustering.HierarchicalClusters<HierarchicalCorrelationCluster<V>,V>
              de.lmu.ifi.dbs.elki.algorithm.result.clustering.HierarchicalCorrelationClusters<V>

Type Parameters:

V - the type of RealVector handled by this Result

All Implemented Interfaces:

Result<V>, Loggable

public class HierarchicalCorrelationClusters<V extends RealVector<V,?>>
extends HierarchicalClusters<HierarchicalCorrelationCluster<V>,V>

Provides a result of a clustering algorithm that computes hierarchical correlation clusters in arbitrary subspaces.

Author:

Elke Achtert

Field Summary

static String

BASIS_VECTORS Indicating the basis vectors of a cluster in the string representation.

Fields inherited from class de.lmu.ifi.dbs.elki.algorithm.result.clustering.HierarchicalClusters

CHILDREN, LEVEL, LEVEL_INDEX, PARENTS

Fields inherited from class de.lmu.ifi.dbs.elki.algorithm.result.AbstractResult

db, FILE_EXTENSION

Fields inherited from class de.lmu.ifi.dbs.elki.logging.AbstractLoggable

debug

Fields inherited from interface de.lmu.ifi.dbs.elki.algorithm.result.Result

SEPARATOR

Constructor Summary

HierarchicalCorrelationClusters(List<HierarchicalCorrelationCluster<V>> rootClusters, Database<V> db)
Provides a result of a clustering algorithm that computes correlation clusters in arbitrary subspaces.

Method Summary

protected void

writeHeader(PrintStream out, List<AttributeSettings> settings, List<String> headerInformation, HierarchicalCorrelationCluster<V> cluster) Writes a header for the specified cluster providing information concerning the underlying database and the specified parameter-settings.

Methods inherited from class de.lmu.ifi.dbs.elki.algorithm.result.clustering.HierarchicalClusters

getRootClusters, output, output

Methods inherited from class de.lmu.ifi.dbs.elki.algorithm.result.AbstractResult

getDatabase, writeHeader

Methods inherited from class de.lmu.ifi.dbs.elki.logging.AbstractLoggable

debugFine, debugFiner, debugFinest, exception, message, progress, progress, progress, verbose, verbose, warning

Methods inherited from class java.lang.Object

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

Field Detail

BASIS_VECTORS

public static String BASIS_VECTORS

Indicating the basis vectors of a cluster in the string representation.

Constructor Detail

HierarchicalCorrelationClusters

public HierarchicalCorrelationClusters(List<HierarchicalCorrelationCluster<V>> rootClusters,
                                       Database<V> db)

Provides a result of a clustering algorithm that computes correlation clusters in arbitrary subspaces.

Parameters:

rootClusters - the root clusters

db - the database containing the objects of the clusters

Method Detail

writeHeader

protected void writeHeader(PrintStream out,
                           List<AttributeSettings> settings,
                           List<String> headerInformation,
                           HierarchicalCorrelationCluster<V> cluster)

Writes a header for the specified cluster providing information concerning the underlying database and the specified parameter-settings.

Overrides:

writeHeader in class HierarchicalClusters<HierarchicalCorrelationCluster<V extends RealVector<V,?>>,V extends RealVector<V,?>>

Parameters:

out - the print stream where to write

settings - the settings to be written into the header

headerInformation - additional information to be printed in the header, each entry will be printed in one separate line

cluster - the cluster to write the header for