toyModel: Toy model data for using dNMF, dSVD, dsiNMF, djNMF, dPLS,...
In dcTensor: Discrete Matrix/Tensor Decomposition
toyModel R Documentation
Toy model data for using dNMF, dSVD, dsiNMF, djNMF, dPLS, dNTF, and dNTD
Description
The data is used to confirm that the algorithm are properly working.
Usage
toyModel(model = "dNMF", seeds=123)
Arguments
model
Single character string is specified.
"dNMF", "dSVD", "dsiNMF_Easy", "dsiNMF_Hard", "dPLS_Easy", "dPLS_Hard", "dNTF", and "dNTD" are available (Default: "dNMF").
seeds
Random number for setting set.seeds in the function (Default: 123).
Value
If model is specified as "dNMF" or "dSVD" a matrix is generated.
If model is specified as "dsiNMF_Easy", "dsiNMF_Hard",
"dPLS_Easy", or "dPLS_Hard" three matrices are generated.
Otherwise, a tensor is generated.
Author(s)
Koki Tsuyuzaki
See Also
dNMF,dSVD
Examples
matdata <- toyModel(model = "dNMF", seeds=123)
dcTensor documentation built on June 22, 2024, 6:57 p.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
| toyModel | R Documentation |
Toy model data for using dNMF, dSVD, dsiNMF, djNMF, dPLS, dNTF, and dNTD
Description
The data is used to confirm that the algorithm are properly working.
Usage
toyModel(model = "dNMF", seeds=123)
Arguments
model |
Single character string is specified. "dNMF", "dSVD", "dsiNMF_Easy", "dsiNMF_Hard", "dPLS_Easy", "dPLS_Hard", "dNTF", and "dNTD" are available (Default: "dNMF"). |
seeds |
Random number for setting set.seeds in the function (Default: 123). |
Value
If model is specified as "dNMF" or "dSVD" a matrix is generated. If model is specified as "dsiNMF_Easy", "dsiNMF_Hard", "dPLS_Easy", or "dPLS_Hard" three matrices are generated. Otherwise, a tensor is generated.
Author(s)
Koki Tsuyuzaki
See Also
dNMF,dSVD
Examples
matdata <- toyModel(model = "dNMF", seeds=123)
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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.