CICA (version 1.1.1)

summary.MultipleCICA: Summary method for class MultipleCICA

Description

Summarize a CICA analysis

Usage

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

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

Arguments

object

Object of the type produced by CICA

...

Additional arguments

Examples

if (FALSE) {
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)
}