training

Dataframe consisting of both numeric feature values and a
single column named '.classes' to denoted group membership.

data

method

List of parameters to be applied to the specific model

tuneValue

obsLevels

List of additional parameters to be applied to the
specific model

theDots


This fits each model with the defined parameters


Tools for classification and feature selection for 'omics' level
datasets.  It is a tool to provide multiple multivariate classification
and feature selection techniques complete with multiple stability metrics
and aggregation techniques.  It is primarily designed for analysis of
metabolomics datasets but potentially extendable to proteomics and
transcriptomics applications.

Charles Jr

OmicsMarkeR

Classification and Feature Selection for 'Omics' Datasets

training function

This fits each model with the defined parameters

Model Training

Fitted model with list with the following elements:

training: Model Training

Description

Usage

Arguments

Value