org.gcube.dataanalysis.ecoengine.clustering
Class DBScan

java.lang.Object
  org.gcube.dataanalysis.ecoengine.clustering.DBScan

All Implemented Interfaces:

Clusterer

public class DBScan
extends Object
implements Clusterer

Field Summary

static String	clusterColumn
static String	clusterColumnType
static String	outliersColumn
static String	outliersColumnType

Constructor Summary

DBScan()

Method Summary

void	cluster()
String	getDescription()
INFRASTRUCTURE	getInfrastructure()
List<StatisticalType>	getInputParameters()
StatisticalType	getOutput()
float	getStatus()
void	init()
static void	main(String[] args)
static void	mainCluster(String[] args)
static void	mainRandom(String[] args)
void	produceSamples(double[][] sampleVectors)
void	setConfiguration(AlgorithmConfiguration config)
void	shutdown()

Methods inherited from class java.lang.Object

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

Field Detail

clusterColumn

public static String clusterColumn

clusterColumnType

public static String clusterColumnType

outliersColumn

public static String outliersColumn

outliersColumnType

public static String outliersColumnType

Constructor Detail

DBScan

public DBScan()

Method Detail

mainCluster

public static void mainCluster(String[] args)
                        throws Exception

Throws:

Exception

mainRandom

public static void mainRandom(String[] args)
                       throws Exception

Throws:

Exception

main

public static void main(String[] args)
                 throws Exception

Throws:

Exception

getInfrastructure

public INFRASTRUCTURE getInfrastructure()

Specified by:

getInfrastructure in interface Clusterer

init

public void init()
          throws Exception

Specified by:

init in interface Clusterer

Throws:

Exception

setConfiguration

public void setConfiguration(AlgorithmConfiguration config)

Specified by:

setConfiguration in interface Clusterer

produceSamples

public void produceSamples(double[][] sampleVectors)
                    throws Exception

Throws:

Exception

cluster

public void cluster()
             throws Exception

Specified by:

cluster in interface Clusterer

Throws:

Exception

shutdown

public void shutdown()

Specified by:

shutdown in interface Clusterer

getStatus

public float getStatus()

Specified by:

getStatus in interface Clusterer

getOutput

public StatisticalType getOutput()

Specified by:

getOutput in interface Clusterer

getInputParameters

public List<StatisticalType> getInputParameters()

Specified by:

getInputParameters in interface Clusterer

getDescription

public String getDescription()

Specified by:

getDescription in interface Clusterer