selectPLScomp: Looks for the optimum number of components to be considered...

In MAIT: Statistical Analysis of Metabolomic Data

Description

Function selectPLScomp finds the optimum number of components to be used by the Partial Least Squares and linear Discriminant Algorithm (PLSDA).

Usage

selectPLScomp(data,
         class,
         max.comp)

Arguments

data	A numerical matrix containing the data
class	Vector containing the class label of each sample.
max.comp	Maximum number of components to be considered.

Value

A numeric value of the optimal number of components to be considered in a PLSDA run.

Author(s)

Francesc Fernandez, [e-mail]

See Also

Validation

MAIT documentation built on Nov. 8, 2020, 5:43 p.m.