org.carrot2.matrix.factorization
Class KMeansMatrixFactorizationFactory

java.lang.Object
  org.carrot2.matrix.factorization.IterativeMatrixFactorizationFactory
      org.carrot2.matrix.factorization.KMeansMatrixFactorizationFactory

All Implemented Interfaces:

IMatrixFactorizationFactory

public class KMeansMatrixFactorizationFactory
extends IterativeMatrixFactorizationFactory

KMeansMatrixFactorization factory.

Field Summary

Fields inherited from class org.carrot2.matrix.factorization.IterativeMatrixFactorizationFactory

DEFAULT_K, DEFAULT_MAX_ITERATIONS, DEFAULT_ORDERED, DEFAULT_SEEDING_FACTORY, DEFAULT_STOP_THRESHOLD, k, maxIterations, ordered, seedingFactory, stopThreshold

Constructor Summary

KMeansMatrixFactorizationFactory()

Method Summary

IMatrixFactorization

factorize(org.apache.mahout.math.matrix.DoubleMatrix2D A) Factorizes matrix A.

Methods inherited from class org.carrot2.matrix.factorization.IterativeMatrixFactorizationFactory

createSeedingStrategy, getK, getMaxIterations, getSeedingFactory, getStopThreshold, isOrdered, setK, setMaxIterations, setOrdered, setSeedingFactory, setStopThreshold

Methods inherited from class java.lang.Object

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

Constructor Detail

KMeansMatrixFactorizationFactory

public KMeansMatrixFactorizationFactory()

Method Detail

factorize

public IMatrixFactorization factorize(org.apache.mahout.math.matrix.DoubleMatrix2D A)

Description copied from interface: IMatrixFactorizationFactory

Factorizes matrix A.

Parameters:

A - matrix to be factorized.