icamix (version 1.0.6)

summary.EMFASTICAALG:

Description

summary method for class EMFASTICAALG.

Usage

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

Arguments

object

An EMFASTICAALG object.

…

Value

The returned value is a "summary.EMFASTICAALG" object which consists a list:

$inputData

A matrix of which the columns are data entries. Its dimension is r by n.

$originSig

List of Recovered ICA components for each of the m clusters.

$call

The function call which results in the corresponding EMFASTICAALG object.

$time

Computing time elaped in second.

$numIter

Total number of iterations.

$lastObj

Objective function value from the last iteration.

$compMeans

Means of each mixture component.

$compVars

Covariances of each mixture component.

$numObs

Total number of observations.

$numAtr

Dimension of data points.

$numCls

Number of mixture components.

$estWts

Estimated mixing weights.

$estCls

A factor whose levels represent estimated class membership.

$dataLklhd

A vector storing data loglikelihood from each iteration.

Examples

## An Example that runs the NSMM-ICA algorithm on Cohen's tone data
data(tonedata, package="mixtools")

b <- EMFASTICAALG(tonedata, 2, h=0, tol=1e-8)
summary(b)