asmbPLSDA.example {asmbPLS} | R Documentation |

## Example data for asmbPLS-DA algorithm

### Description

Simulated data for asmbPLS-DA.

### Usage

```
data(asmbPLSDA.example)
```

### Format

A list including 8 components:

1) `X.matrix`

, a matrix with 100 samples (rows) and 400 features, features 1-200 are from block 1 and features 201-400 are from block 2;

2) `X.matrix.new`

, a matrix to be predicted with 100 samples (rows) and 400 features, features 1-200 are from block 1 and features 201-400 are from block 2;

3) `Y.matrix.binary`

, a matrix with 100 samples (rows) and 1 column;

4) `Y.matrix.morethan2levels`

, a matrix with 100 samples (rows) and 3 columns (3 levels);

5) `X.dim`

, dimension of the two blocks in X.matrix;

6) `PLS.comp`

, selected number of PLS components;

7) `quantile.comb`

, selected quantile combinations;

8) `quantile.comb.table.cv`

, pre-defined quantile combinations for cross validation.

[Package

*asmbPLS* version 1.0.0

Index]