tml.vectorspace.factorisation
Class NonnegativeMatrixFactorisationKL
java.lang.Object
tml.vectorspace.factorisation.MatrixFactorisation
tml.vectorspace.factorisation.NonnegativeMatrixFactorisationKL
- Direct Known Subclasses:
- NonnegativeMatrixFactorisationED
public class NonnegativeMatrixFactorisationKL
- extends MatrixFactorisation
NMF with Kullback-Leibler divergence minimisation).
Details of this algorithm can be found in the paper:
Lee, D. D., & Seung, H. S. (2001). Algorithms for Non-negative Matrix
Factorization. Paper presented at the Proceedings of the 2000 Conference on
Advances in Neural Information Processing Systems.
Methods inherited from class java.lang.Object |
equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait |
NonnegativeMatrixFactorisationKL
public NonnegativeMatrixFactorisationKL()
process
public void process(Jama.Matrix v)
- Specified by:
process
in class MatrixFactorisation
getMaxIterations
public int getMaxIterations()
setMaxIterations
public void setMaxIterations(int maxIterations)