pveSep: Percentage of Variance Explained for separate data set
In CHuanSite/SJD: Structured Joint Decomposition (SJD)

pveSep

R Documentation

Percentage of Variance Explained for separate data set

Description

Compute the PVE (percentage of variance explained) for each data set

Usage

pveSep(dataset, list_score, list_component)

Arguments

`dataset`	A list of data sets for input
`list_score`	A list of extracted scores by the corresponding algorithm
`list_component`	A list of components comptuted by the corresponding algorithm

Value

The list of scores

Examples

dataset = list(matrix(runif(5000, 1, 2), nrow = 100, ncol = 50))
comp_num = 2
res_sepPCA = sepPCA(dataset, comp_num)
pveSep(dataset, res_sepPCA$score_list, res_sepPCA$linked_component_list)

CHuanSite/SJD documentation built on Nov. 29, 2024, 5:52 a.m.