Description Usage Arguments Value Examples
summary
method for class EMFASTICAALG
.
1 2 |
object |
An EMFASTICAALG object. |
... |
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 |
$originSig |
List of Recovered ICA components for each of the |
$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. |
1 2 3 4 5 | ## 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)
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