Gaussian Mixture Model parameters. More...

#include <TrainNodeGMM.h>

Public Member Functions
	TrainNodeGMMParams ()

	TrainNodeGMMParams (word _maxGausses, size_t _minSamples, double _dist_Etreshold, double _dist_Mtreshold, double _div_KLtreshold)

Public Attributes
word	maxGausses
	The maximal number of Gauss functions for approximation. More...

size_t	minSamples
	Minimum number of sapmles to approximate a Gauss function. More...

double	dist_Etreshold
	Minimum Euclidean distance between Gauss functions. More...

double	dist_Mtreshold
	Minimum Mahalanobis distance between Gauss functions. If this parameter is negative, the Euclidean distance is used. More...

double	div_KLtreshold
	Minimum Kullback-Leiber divergence between Gauss functions. If this parameter is negative, the merging of Gaussians in addFeatureVec() function will be disabled. More...

Detailed Description

Gaussian Mixture Model parameters.

Definition at line 12 of file TrainNodeGMM.h.

Constructor & Destructor Documentation

◆ TrainNodeGMMParams() [1/2]

DirectGraphicalModels::TrainNodeGMMParams::TrainNodeGMMParams ( )

inline

Definition at line 19 of file TrainNodeGMM.h.

◆ TrainNodeGMMParams() [2/2]

DirectGraphicalModels::TrainNodeGMMParams::TrainNodeGMMParams	(	word	_maxGausses,
		size_t	_minSamples,
		double	_dist_Etreshold,
		double	_dist_Mtreshold,
		double	_div_KLtreshold
	)

inline

Definition at line 20 of file TrainNodeGMM.h.

Member Data Documentation

◆ dist_Etreshold

double DirectGraphicalModels::TrainNodeGMMParams::dist_Etreshold

Minimum Euclidean distance between Gauss functions.

Definition at line 15 of file TrainNodeGMM.h.

◆ dist_Mtreshold

double DirectGraphicalModels::TrainNodeGMMParams::dist_Mtreshold

Minimum Mahalanobis distance between Gauss functions. If this parameter is negative, the Euclidean distance is used.

Definition at line 16 of file TrainNodeGMM.h.

◆ div_KLtreshold

double DirectGraphicalModels::TrainNodeGMMParams::div_KLtreshold

Minimum Kullback-Leiber divergence between Gauss functions. If this parameter is negative, the merging of Gaussians in addFeatureVec() function will be disabled.

Definition at line 17 of file TrainNodeGMM.h.

◆ maxGausses

word DirectGraphicalModels::TrainNodeGMMParams::maxGausses

The maximal number of Gauss functions for approximation.

Definition at line 13 of file TrainNodeGMM.h.

◆ minSamples

size_t DirectGraphicalModels::TrainNodeGMMParams::minSamples

Minimum number of sapmles to approximate a Gauss function.

Definition at line 14 of file TrainNodeGMM.h.

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

D:/Projects/DGM/modules/DGM/TrainNodeGMM.h

Public Member Functions

Public Attributes