it.uniroma2.sag.kelp.learningalgorithm.clustering

Interface ClusteringAlgorithm

All Known Implementing Classes:

KernelBasedKMeansEngine, LinearKMeansEngine

public interface ClusteringAlgorithm

It is a generic Clustering algorithm

Author:

Danilo Croce

Method Summary

Methods

Modifier and Type	Method and Description
List<Cluster>	cluster(Dataset dataset) It starts the clustering process exploiting the provided dataset
List<Cluster>	cluster(Dataset dataset, ExampleSelector seedSelector) It starts the clustering process exploiting the provided dataset

Method Detail

cluster

List<Cluster> cluster(Dataset dataset)

It starts the clustering process exploiting the provided dataset

Parameters:

dataset -

Returns:

the data instances grouped in clusters

cluster

List<Cluster> cluster(Dataset dataset,
                    ExampleSelector seedSelector)

It starts the clustering process exploiting the provided dataset

Parameters:

dataset -

seedSelector - the seed selector

Returns:

the data instances grouped in clusters