Class KMeansMatrixFactorizationFactory

All Implemented Interfaces:
AcceptingVisitor, MatrixFactorizationFactory

public class KMeansMatrixFactorizationFactory extends IterativeMatrixFactorizationFactory
Performs matrix factorization using the k-means clustering algorithm. This kind of factorization is sometimes referred to as Concept Decomposition Factorization.
  • Constructor Details

    • KMeansMatrixFactorizationFactory

      public KMeansMatrixFactorizationFactory()
  • Method Details

    • factorize

      public MatrixFactorization factorize(org.carrot2.math.mahout.matrix.DoubleMatrix2D A)
      Description copied from interface: MatrixFactorizationFactory
      Factorizes matrix A.
      Parameters:
      A - matrix to be factorized.