toyModel

The data is used for confirming the algorithm are properly working.

methods

Guided partial least squares (guided-PLS) is the combination of partial least squares by singular value decomposition (PLS-SVD) and guided principal component analysis (guided-PCA). For the details of the methods, see the reference section of GitHub README.md <https://github.com/rikenbit/guidedPLS>.

Koki Tsuyuzaki

guidedPLS

Supervised Dimensional Reduction by Guided Partial Least Squares

toyModel function

<dl> <dt>model</dt>
<dd>"Easy" and "Hard" are available (Default: "Easy").</dd> <dt>seeds</dt>
<dd>Random number for setting set.seeds in the function (Default: 123).</dd></dl>

Arguments

Author

Toy model data for using PLSSVD, sPLSDA, and guidedPLS — toyModel

<dl>

 <dt>model</dt>
<dd>"Easy" and "Hard" are available (Default: "Easy").</dd>

 <dt>seeds</dt>
<dd>Random number for setting set.seeds in the function (Default: 123).</dd>

</dl>

toyModel: Toy model data for using PLSSVD, sPLSDA, and guidedPLS

Description

Usage

Value

Arguments

Author

See Also

Examples