asmbPLSDA.example {asmbPLS}

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.