pveSep: Percentage of Variance Explained for separate data set

Description Usage Arguments Value Examples

View source: R/pve.R

Description

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

Usage

1
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

1
2
3
4
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/PJD documentation built on Oct. 26, 2021, 1 p.m.