defaultMWCAParams: Default parameters for MWCA

In mwTensor: Multi-Way Component Analysis

Default parameters for MWCA

Description

The input is assumed to be an array object.

Usage

defaultMWCAParams(X)

Arguments

X	An array object

Value

MWCAParams object.

Author(s)

Koki Tsuyuzaki

References

Andrzej Cichocki et al., (2016). Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions

Andrzej Cichocki et al., (2015). Tensor Decompositions for Signal Processing Applications, IEEE SIGNAL PROCESSING MAGAZINE

See Also

MWCAParams-class and MWCAResult-class.

Examples

  if(interactive()){
    # Test data (single array)
    X <- nnTensor::toyModel("Tucker")@data
    # Default Parameters
    params <- defaultMWCAParams(X)
    # Perform MWCA
    out <- MWCA(params)
  }

mwTensor documentation built on July 9, 2023, 6:42 p.m.