find_corr

List representing the dataset from an nmr peaks metabolomics experiment.

dataset_orig

Correlation method used to cluster the variables. Defaults to "pearson".

CMETH

Maximum number of peaks that a cluster can have when finding the optimum correlation value.

maxPeaks

Takes a dataset and calculates the optimum correlation value to perform the clustering of peaks in the identification of metabolites for NMR peaks data, which leads to the maximum
number of clusters of the variables.

Provides a set of methods for metabolomics
data analysis, including data loading in different formats,
pre-processing, metabolite identification, univariate and multivariate
data analysis, machine learning, feature selection and pathway analysis. Case studies
can be found on the website: <http://darwin.di.uminho.pt/metabolomicspackage/index.html>.
'rcytoscapejs' is not present in a mainstream repository, but it can be obtained by
typing 'devtools::install_github('cytoscape/r-cytoscape.js')' on the R command line.

find_corr: Find the best correlation value for the clustering of peaks

Description

Usage

Arguments

Value