Package gov.nih.mipav.model.algorithms

Class GaussianMixtureModelsIncompleteSamples.GMM

java.lang.Object

gov.nih.mipav.model.algorithms.GaussianMixtureModelsIncompleteSamples.GMM

Enclosing class:

GaussianMixtureModelsIncompleteSamples

class GaussianMixtureModelsIncompleteSamples.GMM
extends java.lang.Object

Field Summary

Fields

Modifier and Type	Field	Description
(package private) double[]	amp
(package private) double[][][]	covar
(package private) int	D
(package private) int	K
(package private) double[][]	mean

Constructor Summary

Constructors

Constructor	Description
GMM(int K, int D)

Method Summary

Modifier and Type	Method	Description
double[]	_call_(double[][] coords, double[][][] cov, boolean as_log)
double[][]	draw(int size, java.util.Random rng)
double[]	logL(double[][] coords, double[][][] cov)
double[]	logL_k(int k, double[][] coords, double[][][] cov, boolean chi2_only)

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

K

int K

D

int D

amp

double[] amp

mean

double[][] mean

covar

double[][][] covar

Constructor Detail

GMM

public GMM(int K,
           int D)

Method Detail

draw

public double[][] draw(int size,
                       java.util.Random rng)

_call_

public double[] _call_(double[][] coords,
                       double[][][] cov,
                       boolean as_log)

logL

public double[] logL(double[][] coords,
                     double[][][] cov)

logL_k

public double[] logL_k(int k,
                       double[][] coords,
                       double[][][] cov,
                       boolean chi2_only)