summary.MultipleCICA: Summary method for class MultipleCICA

In CICA: Clusterwise Independent Component Analysis

Summary method for class MultipleCICA

Description

Summarize a CICA analysis

Usage

## S3 method for class 'MultipleCICA'
summary(object, ...)

Arguments

object	Object of the type produced by CICA
...	Additional arguments

Value

summary.MultipleCICA returns an overview of the estimated clustering of a CICA analysis

PM	Partitioning matrix
tab	tabulation of the clustering
Loss	Loss function value of the solution

Examples

## Not run: 
CICA_data <- Sim_CICA(Nr = 15, Q = 5, R = 4, voxels = 100, timepoints = 10,
E = 0.4, overlap = .25, externalscore = TRUE)

multiple_output = CICA(DataList = CICA_data$X, nComp = 2:6, nClus = 1:5,
userGrid = NULL, RanStarts = 30, RatStarts = NULL, pseudo = c(0.1, 0.2),
pseudoFac = 2, userDef = NULL, scalevalue = 1000, center = TRUE,
maxiter = 100, verbose = TRUE, ctol = .000001)

summary(multiple_output$Q_5_R_4)

## End(Not run)

CICA documentation built on July 26, 2023, 5:51 p.m.