runFeatureNumberTuning: diablo util function

View source: R/mod_MLmodels_utils.R

runFeatureNumberTuningR Documentation

diablo util function

Description

A feature number tuning function of splsda model for each component of each data block.

Usage

runFeatureNumberTuning(dataTrainList, YClassVector, ncomp, design)

Arguments

dataTrainList

List of data block training part.

YClassVector

List of your sample classes vector provided

ncomp

Component number in splsda model obtained from runComponentNumberTest function launched by runSPLSDAmodels_Diablo function.

design

Covariance matrix design obtained from

Value

Grid of number of features to select by sPLS-DA model for each component and omic.


Fjeanneret/multiSight documentation built on April 6, 2022, 7:59 a.m.