cocoreg (version 0.1.1)

PCA_cocoreg_interface: PCA projection using cocoreg interface

Description

PCA projection using cocoreg interface

Usage

PCA_cocoreg_interface(df_list, prc_th = 0.9)

Arguments

df_list

[1,m] list of data.frames, Input data to GFA in COCOREG format

prc_th

[1,1] double, Threshold in percentage of cumulative variance explained PCA components are included until cumulative explained variance reaches prc_th.

Value

A list with elements:

$data

[1,m] list of data.frames, Original data reconstructed using only those latent components that are active in all datasets

$dataid

string, Dataset identifier string

$method

string, Analysis method identifier string

$wall_time_taken

[1,1] double, Time taken to run the analysis in seconds