_VlKMeans Struct Reference

K-means quantizer. More...

#include <kmeans.h>

List of all members.

Public Attributes
VlKMeansAlgorithm	algorithm
void *	centerDistances
void *	centers
vl_type	dataType
vl_size	dimension
VlVectorComparisonType	distance
VlDoubleVectorComparisonFunction	doubleVectorComparisonFn
double	energy
VlFloatVectorComparisonFunction	floatVectorComparisonFn
VlKMeansInitialization	initialization
vl_size	maxNumComparisons
vl_size	maxNumIterations
double	minEnergyVariation
vl_size	numCenters
vl_size	numRepetitions
vl_size	numTrees
int	verbosity

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Detailed Description

K-means quantizer.

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Definition at line 45 of file kmeans.h.

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Member Data Documentation

VlKMeansAlgorithm _VlKMeans::algorithm

Clustring algorithm.

Definition at line 55 of file kmeans.h.

void* _VlKMeans::centerDistances

Centers inter-distances.

Definition at line 63 of file kmeans.h.

void* _VlKMeans::centers

Centers

Definition at line 62 of file kmeans.h.

vl_type _VlKMeans::dataType

Data type.

Definition at line 48 of file kmeans.h.

vl_size _VlKMeans::dimension

Data dimensionality.

Definition at line 49 of file kmeans.h.

VlVectorComparisonType _VlKMeans::distance

Distance.

Definition at line 56 of file kmeans.h.

VlDoubleVectorComparisonFunction _VlKMeans::doubleVectorComparisonFn

Definition at line 67 of file kmeans.h.

double _VlKMeans::energy

Current solution energy.

Definition at line 65 of file kmeans.h.

VlFloatVectorComparisonFunction _VlKMeans::floatVectorComparisonFn

Definition at line 66 of file kmeans.h.

VlKMeansInitialization _VlKMeans::initialization

Initalization algorithm.

Definition at line 54 of file kmeans.h.

vl_size _VlKMeans::maxNumComparisons

Maximum number of comparisons when using ANN-kmeans.

Definition at line 52 of file kmeans.h.

vl_size _VlKMeans::maxNumIterations

Maximum number of refinement iterations.

Definition at line 57 of file kmeans.h.

double _VlKMeans::minEnergyVariation

Minimum energy variation.

Definition at line 58 of file kmeans.h.

vl_size _VlKMeans::numCenters

Number of centers.

Definition at line 50 of file kmeans.h.

vl_size _VlKMeans::numRepetitions

Number of clustering repetitions.

Definition at line 59 of file kmeans.h.

vl_size _VlKMeans::numTrees

Number of trees in forest when using ANN-kmeans.

Definition at line 51 of file kmeans.h.

int _VlKMeans::verbosity

Verbosity level.

Definition at line 60 of file kmeans.h.

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

• kmeans.h