org.openimaj.ml.gmm

Class GaussianMixtureModelEM.EMGMM

java.lang.Object

org.openimaj.math.statistics.distribution.AbstractMultivariateDistribution

org.openimaj.math.statistics.distribution.MixtureOfGaussians

org.openimaj.ml.gmm.GaussianMixtureModelEM.EMGMM

All Implemented Interfaces:

MultivariateDistribution

Enclosing class:

GaussianMixtureModelEM

protected static class GaussianMixtureModelEM.EMGMM
extends MixtureOfGaussians

Field Summary

Fields inherited from class org.openimaj.math.statistics.distribution.MixtureOfGaussians

gaussians, MIN_COVAR_RECONDITION, weights

Method Summary

Methods inherited from class org.openimaj.math.statistics.distribution.MixtureOfGaussians

computeWeightedLogProb, estimateLogProbability, estimateLogProbability, estimateProbability, getGaussians, getWeights, logProbability, logProbability, predict, predictLogPosterior, predictLogPosterior, sample, sample, scoreSamples

Methods inherited from class java.lang.Object

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