de.jungblut.clustering

Class CanopyClustering

java.lang.Object

de.jungblut.clustering.CanopyClustering

public final class CanopyClustering
extends Object

Sequential canopy clusterer.

Author:

thomas.jungblut

Method Summary

Modifier and Type	Method and Description
static List<de.jungblut.math.DoubleVector>	createCanopies(List<de.jungblut.math.DoubleVector> pPoints, DistanceMeasurer measure, double t1, double t2, boolean verbose) Creates a list of canopies.

Methods inherited from class java.lang.Object

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

Method Detail

createCanopies

public static List<de.jungblut.math.DoubleVector> createCanopies(List<de.jungblut.math.DoubleVector> pPoints,
                                                                 DistanceMeasurer measure,
                                                                 double t1,
                                                                 double t2,
                                                                 boolean verbose)

Creates a list of canopies. Make sure that t1 > t2!

Parameters:

points - the points to cluster.

measure - the distance measurer to use.

t1 - the outer cluster distance (fuzzy).

t2 - the inner cluster distance (exclusive).

verbose - if true, output about timinings and number of clusters.

Returns:

a list of canopy centers.