org.gcube.dataanalysis.ecoengine.clustering

Class KMeans

java.lang.Object

org.gcube.dataanalysis.ecoengine.clustering.DBScan

org.gcube.dataanalysis.ecoengine.clustering.KMeans

All Implemented Interfaces:

Clusterer, ComputationalAgent

public class KMeans
extends DBScan

Field Summary

Fields inherited from class org.gcube.dataanalysis.ecoengine.clustering.DBScan

clusterColumn, clusterColumnType, config, dbHibConnection, epsilon, FeaturesColumnNames, initrapidminer, minPoints, OccurrencePointsClusterLabel, OccurrencePointsClusterTable, OccurrencePointsTable, outliersColumn, outliersColumnType, points, rows, samplesVector, status

Constructor Summary

Constructors

Constructor and Description
KMeans()

Method Summary

Modifier and Type	Method and Description
void	compute()
String	getDescription()
List<StatisticalType>	getInputParameters()
String	getResourceLoad()
String	getResources()
static void	main(String[] args)
void	setConfiguration(AlgorithmConfiguration config)

Methods inherited from class org.gcube.dataanalysis.ecoengine.clustering.DBScan

BuildClusterTable, getInfrastructure, getOutput, getSamples, getStatus, init, mainCluster, mainRandom, produceSamples, shutdown

Methods inherited from class java.lang.Object

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

Constructor Detail

KMeans

public KMeans()

Method Detail

main

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

Throws:

Exception

setConfiguration

public void setConfiguration(AlgorithmConfiguration config)

Specified by:

setConfiguration in interface ComputationalAgent

Overrides:

setConfiguration in class DBScan

compute

public void compute()
             throws Exception

Specified by:

compute in interface ComputationalAgent

Overrides:

compute in class DBScan

Throws:

Exception

getInputParameters

public List<StatisticalType> getInputParameters()

Specified by:

getInputParameters in interface ComputationalAgent

Overrides:

getInputParameters in class DBScan

getDescription

public String getDescription()

Specified by:

getDescription in interface ComputationalAgent

Overrides:

getDescription in class DBScan

getResourceLoad

public String getResourceLoad()

Specified by:

getResourceLoad in interface ComputationalAgent

Overrides:

getResourceLoad in class DBScan

getResources

public String getResources()

Specified by:

getResources in interface ComputationalAgent

Overrides:

getResources in class DBScan