PCA_cocoreg_interface: PCA projection using cocoreg interface

In cocoreg: Extract Shared Variation in Collections of Data Sets Using Regression Models

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

cocoreg documentation built on May 2, 2019, 6:48 a.m.