org.openimaj.ml.clustering.dbscan

Class ContectedComponentSimilarityClusterer

java.lang.Object

org.openimaj.ml.clustering.dbscan.DBSCAN

org.openimaj.ml.clustering.dbscan.SparseMatrixDBSCAN

org.openimaj.ml.clustering.dbscan.SimilarityDBSCAN

org.openimaj.ml.clustering.dbscan.ContectedComponentSimilarityClusterer

All Implemented Interfaces:

Clusterer<SparseMatrix>, DataClusterer<SparseMatrix,DoubleDBSCANClusters>, SimilarityClusterer<DoubleDBSCANClusters>, SparseMatrixClusterer<DoubleDBSCANClusters>

public class ContectedComponentSimilarityClusterer
extends SimilarityDBSCAN

Cluster based on connected components. Under the hood this is a SimilarityDBSCAN with an epsilon of 0 and a min pts of 1.

Author:

Sina Samangooei (ss@ecs.soton.ac.uk)

Nested Class Summary

Nested classes/interfaces inherited from class org.openimaj.ml.clustering.dbscan.DBSCAN

DBSCAN.State

Field Summary

Fields inherited from class org.openimaj.ml.clustering.dbscan.DBSCAN

noiseAsClusters

Constructor Summary

Constructors

Constructor and Description
ContectedComponentSimilarityClusterer(double eps, int minPts)

Method Summary

Methods inherited from class org.openimaj.ml.clustering.dbscan.SimilarityDBSCAN

cluster, clusterSimilarity

Methods inherited from class org.openimaj.ml.clustering.dbscan.SparseMatrixDBSCAN

getEps, performClustering, setEps, toString

Methods inherited from class org.openimaj.ml.clustering.dbscan.DBSCAN

setNoiseAsClusters

Methods inherited from class java.lang.Object

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

Methods inherited from interface org.openimaj.experiment.evaluation.cluster.processor.Clusterer

performClustering

Constructor Detail

ContectedComponentSimilarityClusterer

public ContectedComponentSimilarityClusterer(double eps,
                                             int minPts)

Parameters:

eps -

minPts -