org.carrot2.matrix.factorization.seeding

Class RandomSeedingStrategy

java.lang.Object

org.carrot2.matrix.factorization.seeding.RandomSeedingStrategy

All Implemented Interfaces:

ISeedingStrategy

public class RandomSeedingStrategy
extends Object
implements ISeedingStrategy

Random matrix factorization seeding.

Constructor Summary

Constructors

Constructor and Description
RandomSeedingStrategy() Creates RandomSeedingStrategy with seed based on current time.
RandomSeedingStrategy(int seed) Creates RandomSeedingStrategy with given random seed.

Method Summary

Methods

Modifier and Type	Method and Description
void	seed(org.apache.mahout.math.matrix.DoubleMatrix2D A, org.apache.mahout.math.matrix.DoubleMatrix2D U, org.apache.mahout.math.matrix.DoubleMatrix2D V) Initializes values of the provided U and V matrices.
String	toString()

Methods inherited from class java.lang.Object

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

Constructor Detail

RandomSeedingStrategy

public RandomSeedingStrategy()

Creates RandomSeedingStrategy with seed based on current time.

RandomSeedingStrategy

public RandomSeedingStrategy(int seed)

Creates RandomSeedingStrategy with given random seed.

Parameters:

seed -

Method Detail

seed

public void seed(org.apache.mahout.math.matrix.DoubleMatrix2D A,
        org.apache.mahout.math.matrix.DoubleMatrix2D U,
        org.apache.mahout.math.matrix.DoubleMatrix2D V)

Description copied from interface: ISeedingStrategy

Initializes values of the provided U and V matrices. The A matrix is the input matrix to be factorized.

Specified by:

seed in interface ISeedingStrategy

Parameters:

A - matrix to be factorized

U - left factorized matrix to be seeded

V - right factorized matrix to be seeded

toString

public String toString()

Overrides:

toString in class Object