summary.EMFASTICAALG: summary.EMFASTICAALG

In icamix: Estimation of ICA Mixture Models

Description

summary method for class EMFASTICAALG.

Usage

## S3 method for class '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)

icamix documentation built on May 2, 2019, 3:41 p.m.