_VlGMM Struct Reference

List of all members.

Public Attributes
void *	covariances
vl_type	dataType
vl_size	dimension
VlGMMInitialization	initialization
VlKMeans *	kmeansInit
vl_bool	kmeansInitIsOwner
double	LL
vl_size	maxNumIterations
void *	means
vl_size	numClusters
vl_size	numData
vl_size	numRepetitions
void *	posteriors
void *	priors
double *	sigmaLowBound
int	verbosity

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Detailed Description

Definition at line 312 of file gmm.c.

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Member Data Documentation

void* _VlGMM::covariances

Diagonals of covariance matrices of Gaussian modes.

Definition at line 322 of file gmm.c.

vl_type _VlGMM::dataType

Data type.

Definition at line 314 of file gmm.c.

vl_size _VlGMM::dimension

Data dimensionality.

Definition at line 315 of file gmm.c.

VlGMMInitialization _VlGMM::initialization

Initialization option

Definition at line 326 of file gmm.c.

VlKMeans* _VlGMM::kmeansInit

Kmeans object for initialization of gaussians

Definition at line 327 of file gmm.c.

vl_bool _VlGMM::kmeansInitIsOwner

Indicates whether a user provided the kmeans initialization object

Definition at line 329 of file gmm.c.

double _VlGMM::LL

Current solution loglikelihood

Definition at line 328 of file gmm.c.

vl_size _VlGMM::maxNumIterations

Maximum number of refinement iterations.

Definition at line 318 of file gmm.c.

void* _VlGMM::means

Means of Gaussian modes.

Definition at line 321 of file gmm.c.

vl_size _VlGMM::numClusters

Number of clusters

Definition at line 316 of file gmm.c.

vl_size _VlGMM::numData

Number of last time clustered data points.

Definition at line 317 of file gmm.c.

vl_size _VlGMM::numRepetitions

Number of clustering repetitions.

Definition at line 319 of file gmm.c.

void* _VlGMM::posteriors

Probabilities of correspondences of points to clusters.

Definition at line 324 of file gmm.c.

void* _VlGMM::priors

Weights of Gaussian modes.

Definition at line 323 of file gmm.c.

double* _VlGMM::sigmaLowBound

Lower bound on the diagonal covariance values.

Definition at line 325 of file gmm.c.

int _VlGMM::verbosity

Verbosity level.

Definition at line 320 of file gmm.c.

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

• gmm.c