Package org.nlpub.watset.graph

Class SpectralClustering.Builder<V,E>

java.lang.Object

org.nlpub.watset.graph.SpectralClustering.Builder<V,E>

Type Parameters:

V - the type of nodes in the graph

E - the type of edges in the graph

All Implemented Interfaces:

Function<org.jgrapht.Graph<V,E>,SpectralClustering<V,E>>, ClusteringAlgorithmBuilder<V,E,SpectralClustering<V,E>>

Enclosing class:

SpectralClustering<V,E>

public static class SpectralClustering.Builder<V,E>
extends Object
implements ClusteringAlgorithmBuilder<V,E,SpectralClustering<V,E>>

Builder for SpectralClustering.

Constructor Summary

Constructors

Constructor	Description
Builder()

Method Summary

Modifier and Type	Method	Description
SpectralClustering<V,E>	apply(org.jgrapht.Graph<V,E> graph)
SpectralClustering.Builder<V,E>	setClusterer(org.apache.commons.math3.ml.clustering.Clusterer<NodeEmbedding<V>> clusterer)	Set the underlying clustering algorithm.
SpectralClustering.Builder<V,E>	setK(int k)	Set the number of clusters.

Methods inherited from class java.lang.Object

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

Methods inherited from interface java.util.function.Function

andThen, compose

Constructor Details

Builder

public Builder()

Method Details

setClusterer

public SpectralClustering.Builder<V,E> setClusterer(org.apache.commons.math3.ml.clustering.Clusterer<NodeEmbedding<V>> clusterer)

Set the underlying clustering algorithm.

Parameters:

clusterer - the clustering algorithm

Returns:

the builder

setK

public SpectralClustering.Builder<V,E> setK(int k)

Set the number of clusters.

Parameters:

k - the number of clusters

Returns:

the builder

apply

public SpectralClustering<V,E> apply(org.jgrapht.Graph<V,E> graph)

Specified by:

apply in interface Function<V,E>