klGaussianMixture Class Reference

#include <kl_point_cloud_generator.h>

Collaboration diagram for klGaussianMixture:

Public Member Functions
	klGaussianMixture (__int64 numPointsPerCenter, __int64 numCenters, __int64 dimension, double scale)
klMatrix< double > &	getData ()
klMatrix< double > &	getClusterCenters ()
klVector< int > &	getClusterMembership ()

Private Member Functions
void	addCluster (klVector< double > center, __int64 c)

Private Attributes
klMatrix< double >	_data
klMatrix< double >	_clusterCenters
__int64	_numPointsPerCenter
__int64	_numPoints
__int64	_numCenters
__int64	_dimension
double	_scale
klUniformRV< double >	_uniformRG
klVector< int >	_clusterMembership

Constructor & Destructor Documentation

klGaussianMixture::klGaussianMixture ( __int64  numPointsPerCenter, __int64  numCenters, __int64  dimension, double  scale  )

inline

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Member Function Documentation

void klGaussianMixture::addCluster ( klVector< double >  center, __int64  c  )

inlineprivate

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klMatrix<double>& klGaussianMixture::getClusterCenters ( )

inline

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klVector<int>& klGaussianMixture::getClusterMembership ( )

inline

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klMatrix<double>& klGaussianMixture::getData ( )

inline

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Field Documentation

klMatrix<double> klGaussianMixture::_clusterCenters

private

klVector<int> klGaussianMixture::_clusterMembership

private

klMatrix<double> klGaussianMixture::_data

private

__int64 klGaussianMixture::_dimension

private

__int64 klGaussianMixture::_numCenters

private

__int64 klGaussianMixture::_numPoints

private

__int64 klGaussianMixture::_numPointsPerCenter

private

double klGaussianMixture::_scale

private

klUniformRV<double> klGaussianMixture::_uniformRG

private

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The documentation for this class was generated from the following file:

• kl_point_cloud_generator.h