Description Usage Arguments Value Author(s) References Examples

The input data is assumed to be a matrix. When algorithms of MWCAParams and CoupledMWCAParams are specified as "myNMF", This function is called in MWCA and CoupledMWCA.

1 | ```
myNMF(Xn, k, L1=1e-10, L2=1e-10)
``` |

`Xn` |
The input matrix which has N-rows and M-columns. |

`k` |
The rank parameter (k <= min(N,M)) |

`L1` |
The regularization parameter to control the sparseness (Default: 1e-10) |

`L2` |
The regularization parameter to control the overfit (Default: 1e-10) |

The output matrix which has N-rows and k-columns.

Koki Tsuyuzaki

Andrzej CICHOCK, et. al., (2009). Nonnegative Matrix and Tensor Factorizations.

1 2 3 4 5 |

Embedding an R snippet on your website

Add the following code to your website.

For more information on customizing the embed code, read Embedding Snippets.