de.lmu.ifi.dbs.elki.data

Class Cluster<M extends Model>

java.lang.Object

de.lmu.ifi.dbs.elki.data.Cluster<M>

Type Parameters:

M - Model object type

All Implemented Interfaces:

TextWriteable

public class Cluster<M extends Model>
extends Object
implements TextWriteable

Generic cluster class, that may or not have hierarchical information. Note that every cluster MUST have a DBIDs, since it implements the interface, too. Calls to the interface are proxied to the inner group object. A hierarchy object of class SimpleHierarchy will be created automatically when a list of parents and children is provided. Alternatively, a pre-existing hierarchy object can be provided, e.g. when there is a single hierarchy object used for keeping all the hierarchy information in one object.

Author:

Erich Schubert

Field Summary

Fields

Modifier and Type	Field and Description
static Comparator<Cluster<?>>	BY_NAME_SORTER A partial comparator for Clusters, based on their name.
private DBIDs	ids Cluster data.
private M	model Cluster model.
protected String	name Cluster name.
private boolean	noise Noise?

Constructor Summary

Constructors

Constructor and Description
Cluster(DBIDs ids) Constructor without hierarchy information and name and model
Cluster(DBIDs ids, boolean noise) Constructor without hierarchy information and name and model
Cluster(DBIDs ids, boolean noise, M model) Constructor without hierarchy information and name
Cluster(DBIDs ids, M model) Constructor without hierarchy information and name
Cluster(String name, DBIDs ids) Constructor without hierarchy information and model
Cluster(String name, DBIDs ids, boolean noise) Constructor without hierarchy information and model
Cluster(String name, DBIDs ids, boolean noise, M model) Full constructor
Cluster(String name, DBIDs ids, M model) Constructor without hierarchy information.

Method Summary

Methods

Modifier and Type	Method and Description
DBIDs	getIDs() Access group object
M	getModel() Access model object
String	getName() Get Cluster name.
String	getNameAutomatic() Return either the assigned name or the suggested label
boolean	isNoise() Getter for noise flag.
void	setIDs(DBIDs g) Access group object
void	setModel(M model) Access model object
void	setName(String name) Set Cluster name
void	setNoise(boolean noise) Setter for noise flag.
int	size() Delegate to database object group.
String	toString()
void	writeToText(TextWriterStream out, String label) Write to a textual representation.

Methods inherited from class java.lang.Object

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

Field Detail

name

protected String name

Cluster name.

ids

private DBIDs ids

Cluster data.

model

private M extends Model model

Cluster model.

noise

private boolean noise

Noise?

BY_NAME_SORTER

public static Comparator<Cluster<?>> BY_NAME_SORTER

A partial comparator for Clusters, based on their name. Useful for sorting clusters. Do NOT use in e.g. a TreeSet since it is inconsistent with equals.

Constructor Detail

Cluster

public Cluster(String name,
       DBIDs ids,
       boolean noise,
       M model)

Full constructor

Parameters:

name - Cluster name. May be null.

ids - Object Group

noise - Noise flag

model - Model. May be null.

Cluster

public Cluster(String name,
       DBIDs ids,
       M model)

Constructor without hierarchy information.

Parameters:

name - Cluster name. May be null.

ids - Object group

model - Model

Cluster

public Cluster(DBIDs ids,
       boolean noise,
       M model)

Constructor without hierarchy information and name

Parameters:

ids - Object group

noise - Noise flag

model - Model

Cluster

public Cluster(DBIDs ids,
       M model)

Constructor without hierarchy information and name

Parameters:

ids - Object group

model - Model

Cluster

public Cluster(String name,
       DBIDs ids,
       boolean noise)

Constructor without hierarchy information and model

Parameters:

name - Cluster name. May be null.

ids - Object group

noise - Noise flag

Cluster

public Cluster(String name,
       DBIDs ids)

Constructor without hierarchy information and model

Parameters:

name - Cluster name. May be null.

ids - Object group

Cluster

public Cluster(DBIDs ids,
       boolean noise)

Constructor without hierarchy information and name and model

Parameters:

ids - Cluster name. May be null.

noise - Noise flag

Cluster

public Cluster(DBIDs ids)

Constructor without hierarchy information and name and model

Parameters:

ids - Object group

Method Detail

size

public int size()

Delegate to database object group.

Returns:

Cluster size retrieved from object group.

getNameAutomatic

public String getNameAutomatic()

Return either the assigned name or the suggested label

Returns:

a name for the cluster

getName

public String getName()

Get Cluster name. May be null.

Returns:

cluster name, or null

setName

public void setName(String name)

Set Cluster name

Parameters:

name - new cluster name

getIDs

public DBIDs getIDs()

Access group object

Returns:

database object group

setIDs

public void setIDs(DBIDs g)

Access group object

Parameters:

g - set database object group

getModel

public M getModel()

Access model object

Returns:

Cluster model

setModel

public void setModel(M model)

Access model object

Parameters:

model - New cluster model

writeToText

public void writeToText(TextWriterStream out,
               String label)

Write to a textual representation. Writing the actual group data will be handled by the caller, this is only meant to write the meta information.

Specified by:

writeToText in interface TextWriteable

Parameters:

out - output writer stream

label - Label to prefix

isNoise

public boolean isNoise()

Getter for noise flag.

Returns:

noise flag

setNoise

public void setNoise(boolean noise)

Setter for noise flag.

Parameters:

noise - new noise flag value

toString

public String toString()

Overrides:

toString in class Object